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Tam S, Al-Antary N, Adjei Boakye E, Springer K, Poisson LM, Su WT, Grewal J, Zatirka T, Ryan M, Movsas B, Chang SS. Differences in Patient-Reported Outcome Measures in Patients With Cancer Six Months Before Death. JCO Oncol Pract 2024:OP2300720. [PMID: 39250724 DOI: 10.1200/op.23.00720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Revised: 06/21/2024] [Accepted: 08/02/2024] [Indexed: 09/11/2024] Open
Abstract
PURPOSE Patient-reported outcome measures (PROMs) provide a direct report of the patient's perspective, complementary to clinician assessment. Currently, understanding the real-time changes in PROM scores near the end of life remains limited. This study evaluated differences in mean PROM scores between patients with cancer within 6 months before death compared with surviving patients with cancer. METHODS This retrospective case-control study uses the National Institutes of Health's Patient-Reported Outcomes Measurement Information System computer adaptive testing instruments to assess pain interference, physical function, fatigue, and depression. Patients dying within 6 months of PROM completion were selected as cases and matched to controls 1:3 by age at PROM completion, sex, cancer disease site, and cancer stage at diagnosis. Generalized estimating equation models assessed the difference in mean PROM score in cases compared with controls. RESULTS A total of 461 cases and 1,270 controls from September 2020 to January 2023 were included. After adjustment for ethnicity, Charlson Comorbidity Index, and census tract median household income, significant differences in mean scores were demonstrated. Physical function domain showed the largest difference, with cases averaging 6.52 points lower than controls (95% CI, -8.25 to -4.80). Fatigue and pain interference domains showed a rise in PROMs scores by 4.83 points (95% CI, 2.94 to 6.72) and 4.33 points (95% CI, 2.53 to 6.12), respectively. CONCLUSION Compared with controls, patients dying within 6 months of PROM completion demonstrated worse PROM scores in the four domains assessed. These findings suggest the utility of routinely collected PROMs as a real-time indicator of the terminal stage of life among patients with cancer to allow for earlier intervention with supportive oncology services.
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Affiliation(s)
- Samantha Tam
- Department of Otolaryngology-Head and Neck Surgery, Henry Ford Hospital, Detroit, MI
- Department of Public Health Sciences, Henry Ford Health, Detroit, MI
| | - Nada Al-Antary
- Department of Public Health Sciences, Henry Ford Health, Detroit, MI
| | - Eric Adjei Boakye
- Department of Otolaryngology-Head and Neck Surgery, Henry Ford Hospital, Detroit, MI
- Department of Public Health Sciences, Henry Ford Health, Detroit, MI
| | - Kylie Springer
- Department of Public Health Sciences, Henry Ford Health, Detroit, MI
| | - Laila M Poisson
- Department of Public Health Sciences, Henry Ford Health, Detroit, MI
| | - Wan-Ting Su
- Department of Public Health Sciences, Henry Ford Health, Detroit, MI
| | - Jeewanjot Grewal
- Department of Otolaryngology-Head and Neck Surgery, Henry Ford Hospital, Detroit, MI
| | - Theresa Zatirka
- Division of Clinical and Quality Transformation, Transformation Consulting, Henry Ford Health, Detroit, MI
| | - Michael Ryan
- Division of Supportive Oncology Services, Henry Ford Health, Detroit, MI
| | - Benjamin Movsas
- Department of Radiation Oncology, Henry Ford Hospital, Detroit, MI
| | - Steven S Chang
- Department of Otolaryngology-Head and Neck Surgery, Henry Ford Hospital, Detroit, MI
- Department of Public Health Sciences, Henry Ford Health, Detroit, MI
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Roberts NA, Pelecanos A, Alexander K, Wyld D, Janda M. Implementation of Patient-Reported Outcomes in a Medical Oncology Setting (the iPROMOS Study): Type II Hybrid Implementation Study. J Med Internet Res 2024; 26:e55841. [PMID: 39190468 DOI: 10.2196/55841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2023] [Revised: 04/25/2024] [Accepted: 05/13/2024] [Indexed: 08/28/2024] Open
Abstract
BACKGROUND Clinical trials have demonstrated that patient-reported outcome measures (PROMs) can improve mortality and morbidity outcomes when used in clinical practice. OBJECTIVE This study aimed to prospectively investigate the implementation of PROMs in routine oncology. Outcomes measured included improved symptom detection, clinical response to symptom information, and health service outcomes. METHODS Two of 12 eligible clinics were randomized to implement symptom PROMs in a medical oncology outpatient department in Australia. Randomization was carried out at the clinic level. Patients in control clinics continued with usual care; those in intervention clinics completed a symptom PROM at presentation. This was a pilot study investigating symptom detection, using binary logistic models, and clinical response to PROMs investigated using multiple regression models. RESULTS A total of 461 patient encounters were included, consisting of 242 encounters in the control and 222 in the intervention condition. Patients in these clinics most commonly had head and neck, lung, prostate, breast, or colorectal cancer and were seen in the clinic for surveillance and oral or systemic treatments for curative, metastatic, or palliative cancer care pathways. Compared with control encounters, the proportion of symptoms detected increased in intervention encounters (odds ratio 1.05, 95% CI 0.99-1.11; P=.08). The odds of receiving supportive care, demonstrated by nonroutine allied health review, increased in the intervention compared with control encounters (odds ratio 3.54, 95% CI 1.26-9.90; P=.02). CONCLUSIONS Implementation of PROMs in routine care did not significantly improve symptom detection but increased the likelihood of nonroutine allied health reviews for supportive care. Larger studies are needed to investigate health service outcomes. TRIAL REGISTRATION Australian New Zealand Clinical Trials Registry ACTRN12618000398202; https://tinyurl.com/3cxbemy4.
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Affiliation(s)
- Natasha Anne Roberts
- The University of Queensland Centre for Clinical Research, Herston, Australia
- Surgical Treatment and Rehabilitation Service Metro North Health and University of Queensland, Herston, Australia
| | - Anita Pelecanos
- QIMR Berghofer Medical Research Institute, Herston, Australia
| | - Kimberly Alexander
- School of Nursing, Queensland University of Technology, Kelvin Grove, Australia
| | - David Wyld
- Cancer Care Services, Royal Brisbane and Women's Hospital, Herston, Australia
- The University of Queensland Clinical School, St Lucia, Australia
| | - Monika Janda
- The University of Queensland Centre for Clinical Research, Herston, Australia
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Lai-Kwon J, Jefford M, Best S, Zhang I, Rutherford C. Selecting Immune Checkpoint Inhibitor Side Effects for Real-Time Monitoring in Routine Cancer Care: A Modified Delphi Study. JCO Oncol Pract 2024:OP2400037. [PMID: 39151111 DOI: 10.1200/op.24.00037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2024] [Revised: 06/21/2024] [Accepted: 07/17/2024] [Indexed: 08/18/2024] Open
Abstract
PURPOSE Electronic patient-reported outcome (ePRO) symptom monitoring may support the safe delivery of immune checkpoint inhibitors (ICI). There is no consensus on which side effects should be monitored in routine care. We aimed to develop a prioritized list of ICI side effects to include in ePRO systems and compare this to existing ICI-specific patient-reported outcome measures (PROMs). METHODS We conducted a two-round modified Delphi survey. Participants were patients (or their carers) who had received/were receiving ICI or managing health care professionals (HCPs). Round 1 (R1) side effects were generated from a literature review and existing PROMs. In R1, participants rated the importance of 63 ICI side effects in an ePRO system on a five-point Likert scale. In round 2 (R2), participants ranked the 10 most important side effects from 36 side effects. Content mapping of the prioritized list against existing PROMs was conducted. RESULTS In R1, 47 patients, nine carers, and 58 HCPs responded. Twenty-eight side effects were rated important (I)/very important (VI) by >75% of participants and included in R2. Ten were rated I/VI by <50% of participants and excluded. Twenty-five were rated I/VI by 50%-75% of participants and discussed at an HCP roundtable to determine inclusion in R2. In R2, 39 patients, 11 carers, and 42 HCPs ranked seizures, shortness of breath, chest pain, diarrhea, and rash as the most important side effects for monitoring. Content mapping showed significant differences between the prioritized list and existing PROMs. CONCLUSION We developed a consumer- and clinician-driven prioritized list of 36 ICI side effects to include in future ePRO systems. This process highlights the importance of broad stakeholder engagement in side-effect selection and rigorously identifying clinically important side effects to ensure content validity and clinical utility.
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Affiliation(s)
- Julia Lai-Kwon
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
- Department of Health Services Research, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Michael Jefford
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
- Department of Health Services Research, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
- Australian Cancer Survivorship Centre, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia
| | - Stephanie Best
- Department of Health Services Research, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia
- Victorian Comprehensive Cancer Centre Alliance, Melbourne, VIC, Australia
- Australian Genomics, Murdoch Children's Research Institute, Melbourne, VIC, Australia
| | - Iris Zhang
- Department of Health Services Research, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Claudia Rutherford
- Sydney Quality of Life Office, Susan Wakil School of Nursing and Midwifery, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
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Balitsky AK, Rayner D, Britto J, Lionel AC, Ginsberg L, Cho W, Wilfred AM, Sardar H, Cantor N, Mian H, Levine MN, Guyatt GH. Patient-Reported Outcome Measures in Cancer Care: An Updated Systematic Review and Meta-Analysis. JAMA Netw Open 2024; 7:e2424793. [PMID: 39136947 PMCID: PMC11322847 DOI: 10.1001/jamanetworkopen.2024.24793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Accepted: 05/13/2024] [Indexed: 08/16/2024] Open
Abstract
Importance Patient-reported outcome measures (PROMs) come directly from the patient, without clinician interpretation, to provide a patient-centered perspective. Objective To understand the association of PROM integration into cancer care with patient-related, therapy-related, and health care utilization outcomes. Data Sources Searches included MEDLINE and MEDLINE Epub ahead of print, in-process, and other nonindexed citations; Embase databases (OvidSP); PsychINFO; CENTRAL; and CINAHL from January 1, 2012 to September 26, 2022. Study Selection Randomized clinical trials (RCTs) that enrolled adult patients (ages 18 years and older) with active cancer receiving anticancer therapy using a PROM as an intervention. Data Extraction and Synthesis Pairs of review authors, using prepiloted forms, independently extracted trial characteristics, disease characteristics, and intervention details. The Preferred Reporting Items for Systematic Reviews and Meta-Analyses reporting guideline was followed. Random-effects analyses were conducted. Main Outcomes and Measures Overall mortality, health-related quality of life (HRQoL) measures, and hospital utilization outcomes. Results From 1996 to 2022, 45 RCTs including 13 661 participants addressed the association of PROMs with outcomes considered important to patients. The addition of a PROM likely reduced the risk of overall mortality (HR, 0.84; 95% CI, 0.72-0.98; moderate certainty), improved HRQoL (range 0-100) at 12 weeks (mean difference [MD], 2.45; 95% CI, 0.42-4.48; moderate certainty). Improvements of HRQoL at 24 weeks were not significant (MD, 1.87; 95% CI, -1.21 to 4.96; low certainty). There was no association between the addition of a PROM and HRQoL at 48 weeks. The addition of a PROM was not associated with reduced ED visits (OR, 0.74; 95% CI, 0.54-1.02; low certainty) or hospital admissions (OR, 0.86; 95% CI, 0.73-1.02; low certainty). Conclusion and Relevance The findings of this study suggest that the integration of PROMs into cancer care may improve overall survival and quality of life.
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Affiliation(s)
- Amaris K. Balitsky
- Department of Oncology, McMaster University, Hamilton, Ontario, Canada
- Hamilton Health Sciences–Juravinski Hospital and Cancer Centre, Hamilton, Ontario, Canada
- Escarpment Cancer Research Institute, McMaster University, Hamilton, Ontario, Canada
| | - Daniel Rayner
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
| | - Joanne Britto
- Department of Oncology, McMaster University, Hamilton, Ontario, Canada
- Hamilton Health Sciences–Juravinski Hospital and Cancer Centre, Hamilton, Ontario, Canada
| | - Anath C. Lionel
- Department of Oncology, McMaster University, Hamilton, Ontario, Canada
| | - Lydia Ginsberg
- Department of Internal Medicine, Thunder Bay Regional Health Sciences Centre, Thunder Bay, Ontario, Canada
| | - Wanjae Cho
- Michael G. DeGroote School of Medicine, McMaster University, Hamilton, Ontario, Canada
| | | | - Huda Sardar
- Arizona College of Osteopathic Medicine, Midwestern University, Glendale
| | - Nathan Cantor
- Michael G. DeGroote School of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Hira Mian
- Department of Oncology, McMaster University, Hamilton, Ontario, Canada
- Hamilton Health Sciences–Juravinski Hospital and Cancer Centre, Hamilton, Ontario, Canada
- Escarpment Cancer Research Institute, McMaster University, Hamilton, Ontario, Canada
| | - Mark N. Levine
- Department of Oncology, McMaster University, Hamilton, Ontario, Canada
- Hamilton Health Sciences–Juravinski Hospital and Cancer Centre, Hamilton, Ontario, Canada
| | - Gordon H. Guyatt
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Ontario, Canada
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
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Perry MB, Taylor S, Khatoon B, Vercell A, Faivre-Finn C, Velikova G, Marsden A, Heal C, Yorke J. Examining the Effectiveness of Electronic Patient-Reported Outcomes in People With Cancer: Systematic Review and Meta-Analysis. J Med Internet Res 2024; 26:e49089. [PMID: 39083791 PMCID: PMC11325109 DOI: 10.2196/49089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 02/07/2024] [Accepted: 04/10/2024] [Indexed: 08/02/2024] Open
Abstract
BACKGROUND Electronic patient-reported outcomes (ePROs) are commonly used in oncology clinical practice and have shown benefits for patients and health resource use. OBJECTIVE The aim of this study was to compare the isolated effect of administering ePROs to patients with cancer versus a control condition. METHODS The PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines were followed. Randomized controlled trials evaluating ePRO interventions that aimed to improve health-related outcomes among patients with cancer were included. The primary outcome was health-related quality of life (HRQOL), and the secondary outcomes were symptoms, hospital admissions, unplanned visits, chemotherapy completion, survival, and satisfaction with care. The effect sizes of ePROs on health-related outcomes were analyzed as standardized mean differences (SMDs) with 95% CIs using a random effects model. RESULTS The search identified 10,965 papers, of which 19 (0.17%) from 15 studies were included. The meta-analysis showed an improvement in HRQOL at 3 months, measured by the Functional Assessment of Cancer Therapy-General (SMD 0.28, 95% CI -1.22 to 1.78), and at 6 months, assessed using various HRQOL measures (SMD 0.07, 95% CI -1.24 to 1.39). The results should be interpreted with caution, given the wide 95% CIs. Of the 15 studies, 9 (60%) reported a positive signal on HRQOL, with two-thirds of the studies (n=6, 67%) including tailored patient advice and two-thirds (n=6, 67%) using clinician alert systems. CONCLUSIONS The meta-analysis showed a potential improvement in HRQOL at 6 months and in Functional Assessment of Cancer Therapy-General scores at 3 months for studies that included tailored advice and clinician alerts, suggesting that these elements may improve ePRO effectiveness. The findings will provide guidance for future use and help health care professionals choose the most suitable ePRO features for their patients. TRIAL REGISTRATION PROSPERO CRD42020175007; https://tinyurl.com/5cwmy3j6.
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Affiliation(s)
- Melissa Betty Perry
- Christie Patient Centred Research, The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - Sally Taylor
- Christie Patient Centred Research, The Christie NHS Foundation Trust, Manchester, United Kingdom
- Division of Nursing Midwifery and Social Work, School of Health Sciences, Faculty of Biology, Medicine & Health, The University of Manchester, Manchester, United Kingdom
| | - Binish Khatoon
- Christie Patient Centred Research, The Christie NHS Foundation Trust, Manchester, United Kingdom
- Division of Nursing Midwifery and Social Work, School of Health Sciences, Faculty of Biology, Medicine & Health, The University of Manchester, Manchester, United Kingdom
| | - Amy Vercell
- Christie Patient Centred Research, The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - Corinne Faivre-Finn
- Division of Cancer Science, The University of Manchester, Manchester, United Kingdom
- Clinical Oncology Department, The Christie NHS Foundation Trust, Manchester, United Kingdom
| | - Galina Velikova
- Leeds Institute of Medical Research, University of Leeds, Leeds, United Kingdom
- St James's Institute of Oncology, St James's University Hospital, Leeds, United Kingdom
| | - Antonia Marsden
- Division of Population Health, Health Services Research & Primary Care, The University of Manchester, Manchester, United Kingdom
| | - Calvin Heal
- Division of Population Health, Health Services Research & Primary Care, The University of Manchester, Manchester, United Kingdom
| | - Janelle Yorke
- Christie Patient Centred Research, The Christie NHS Foundation Trust, Manchester, United Kingdom
- Division of Nursing Midwifery and Social Work, School of Health Sciences, Faculty of Biology, Medicine & Health, The University of Manchester, Manchester, United Kingdom
- School of Nursing, The Hong Kong Polytechnic University, Kowloon, China (Hong Kong)
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Fang H, Sun Y, Yu D, Xu Y. Efficacy and results of virtual nursing intervention for cancer patients: A systematic review and meta-analysis. Asia Pac J Oncol Nurs 2024; 11:100515. [PMID: 39050110 PMCID: PMC11267009 DOI: 10.1016/j.apjon.2024.100515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2024] [Accepted: 05/12/2024] [Indexed: 07/27/2024] Open
Abstract
Objective Virtual nursing interventions, which use virtual reality and artificial intelligence technology to provide remote care for patients, have become increasingly common in cancer treatment, especially during the COVID-19 pandemic. This study was to evaluate the efficacy of virtual nursing interventions for cancer patients in contrast to conventional, in-person care. Methods Eight randomized controlled trials (RCTs) contrasted virtual nursing with conventional techniques that satisfied the inclusion criteria were found after a thorough search across databases including PubMed, Web of Science, CINAHL, EMBASE, the Cochrane Library, Scopus, and APA PsycINFO. RevMan 5.3 software was utilized for data analysis after the included literature's quality was assessed and the intended consequence indicators were extracted. Results Virtual nurse interventions enhanced the quality of life of cancer patients (standardized mean difference [SMD] = 0.22, 95% confidence interval [CI] 0.01 to 0.43, P = 0.04). Virtual nurse interventions provide cancer patients with important support, particularly when access to in-person care is limited. In light of the many demands that cancer patients have, further research is required to overcome implementation issues and provide fair access to virtual treatment. Conclusions All things considered, virtual nursing shows potential as an adjunctive element of all-inclusive cancer care delivery models, deserving of further investigation and thoughtful incorporation into healthcare systems.
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Affiliation(s)
- Hui Fang
- Department of Oncology, Hangzhou Cancer Hospital, Hangzhou, China
| | - Yajun Sun
- Department of Oncology, Hangzhou Cancer Hospital, Hangzhou, China
| | - Dongfeng Yu
- Department of Oncology, Hangzhou Cancer Hospital, Hangzhou, China
| | - Yuhong Xu
- Department of Oncology, Hangzhou Cancer Hospital, Hangzhou, China
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Alibhai SMH, Puts M, Jin R, Godhwani K, Antonio M, Abdallah S, Feng G, Krzyzanowska MK, Soto-Perez-de-Celis E, Papadopoulos E, Mach C, Nasiri F, Sridhar SS, Glicksman R, Moody L, Bender J, Clarke H, Matthew A, McIntosh D, Klass W, Emmenegger U. TOward a comPrehensive supportive Care intervention for Older men with metastatic Prostate cancer (TOPCOP3): A pilot randomized controlled trial and process evaluation. J Geriatr Oncol 2024; 15:101750. [PMID: 38521641 DOI: 10.1016/j.jgo.2024.101750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Accepted: 03/13/2024] [Indexed: 03/25/2024]
Abstract
INTRODUCTION Current management of metastatic prostate cancer (mPC) includes androgen receptor axis-targeted therapy (ARATs), which is associated with substantial toxicity in older adults. Geriatric assessment and management and remote symptom monitoring have been shown to reduce toxicity and improve quality of life in patients undergoing chemotherapy, but their efficacy in patients being treated with ARATs has not been explored. The purpose of this study is to examine whether these interventions, alone or in combination, can improve treatment tolerability and quality of life (QOL) for older adults with metastatic prostate cancer on ARATs. MATERIALS AND METHODS TOPCOP3 is a multi-centre, factorial pilot clinical trial coupled with an embedded process evaluation. The study includes four treatment arms: geriatric assessment and management (GA + M); remote symptom monitoring (RSM); geriatric assessment and management plus remote symptom monitoring; and usual care and will be followed for six months. The aim is to recruit 168 patients between two cancer centres in Toronto, Canada. Eligible participants will be randomized equally via REDCap. Participants in all arms will complete a comprehensive baseline assessment upon enrollment following the Geriatric Core dataset, as well as follow-up assessments at 1.5, 3, 4.5, and 6 months. The co-primary outcomes will be grade 3-5 toxicity and QOL. Toxicities will be graded using the National Cancer Institute Common Terminology Criteria for Adverse Events version 5.0. QOL will be measured by patient self-reporting using the EuroQol 5 dimensions of health questionnaire. Secondary outcomes include fatigue, insomnia, and depression. Finally, four process evaluation outcomes will also be observed, namely feasibility, fidelity, and acceptability, along with implementation barriers and facilitators. DISCUSSION Data will be collected to observe the effects of GA + M and RSM on QOL and toxicities experienced by older adults receiving ARATs for metastatic prostate cancer. Data will also be collected to help the design and conduct of a definitive multicentre phase III randomized controlled trial. This study will extend supportive care interventions for older adults with cancer into new areas and inform the design of larger trials. TRIAL REGISTRATION The trial is registered at clinicaltrials.gov (registration number: NCT05582772).
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Affiliation(s)
- Shabbir M H Alibhai
- Department of Medicine, University Health Network, Toronto, Ontario, Canada.
| | - Martine Puts
- Lawrence S. Bloomberg Faculty of Nursing, University of Toronto, Toronto, Ontario, Canada
| | - Rana Jin
- Department of Medicine, University Health Network, Toronto, Ontario, Canada
| | - Kian Godhwani
- Department of Medicine, University Health Network, Toronto, Ontario, Canada
| | - Maryjo Antonio
- Department of Medicine, University Health Network, Toronto, Ontario, Canada
| | - Soha Abdallah
- Department of Medicine, University Health Network, Toronto, Ontario, Canada
| | - Gregory Feng
- Department of Medicine, University Health Network, Toronto, Ontario, Canada
| | - Monika K Krzyzanowska
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, Ontario, Canada
| | - Enrique Soto-Perez-de-Celis
- Department of Geriatrics, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | | | - Calvin Mach
- Department of Anesthesia and Pain Management, Toronto General Hospital, Toronto, Ontario, Canada
| | - Ferozah Nasiri
- Department of Medicine, University Health Network, Toronto, Ontario, Canada
| | - Srikala S Sridhar
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, Toronto, Ontario, Canada
| | - Rachel Glicksman
- Radiation Medicine Program, Princess Margaret Cancer Centre, University Health Network; Department of Radiation Oncology, University of Toronto, Canada
| | - Lesley Moody
- Varian Medical Systems, Winnipeg, Manitoba, Canada
| | - Jacqueline Bender
- Department of Supportive Care, Princess Margaret Hospital Cancer Centre, Toronto, Ontario, Canada
| | - Hance Clarke
- Department of Anesthesia and Pain Management, Toronto General Hospital, Toronto, Ontario, Canada
| | - Andrew Matthew
- Department of Surgical Oncology, Princess Margaret Hospital Cancer Centre, Toronto, Ontario, Canada
| | | | | | - Urban Emmenegger
- Division of Medical Oncology & Hematology, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
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Paudel R, Enzinger AC, Uno H, Cronin C, Wong SL, Dizon DS, Hazard Jenkins H, Bian J, Osarogiagbon RU, Jensen RE, Mitchell SA, Schrag D, Hassett MJ. Effects of a change in recall period on reporting severe symptoms: an analysis of a pragmatic multisite trial. J Natl Cancer Inst 2024; 116:1137-1144. [PMID: 38445744 PMCID: PMC11223809 DOI: 10.1093/jnci/djae049] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Revised: 01/23/2024] [Accepted: 02/16/2024] [Indexed: 03/07/2024] Open
Abstract
BACKGROUND Optimal methods for deploying electronic patient-reported outcomes to manage symptoms in routine oncologic practice remain uncertain. The electronic symptom management (eSyM) program asks chemotherapy and surgery patients to self-report 12 common symptoms regularly. Feedback from nurses and patients led to changing the recall period from the past 7 days to the past 24 hours. METHODS Using questionnaires submitted during the 16 weeks surrounding the recall period change, we assessed the likelihood of reporting severe or moderate and severe symptoms across 12 common symptoms and separately for the 5 most prevalent symptoms. Interrupted time-series analyses modeled the effects of the change using generalized linear mixed-effects models. Surgery and chemotherapy cohorts were analyzed separately. Study-wide effects were estimated using a meta-analysis method. RESULTS In total, 1692 patients from 6 institutions submitted 7823 eSyM assessments during the 16 weeks surrounding the recall period change. Shortening the recall period was associated with lower odds of severe symptom reporting in the surgery cohort (odds ratio = 0.65, 95% confidence interval = 0.46 to 0.93; P = .02) and lower odds of moderate and severe symptom reporting in the chemotherapy cohort (odds ratio = 0.83, 95% confidence interval = 0.71 to 0.97; P = .02). Among the most prevalent symptoms, 24-hour recall was associated with a lower rate of reporting postoperative constipation but no differences in reporting rates for other symptoms. CONCLUSION A shorter recall period was associated with a reduction in the proportion of patients reporting moderate-severe symptoms. The optimal recall period may vary depending on whether electronic patient-reported outcomes are collected for active symptom management, as a clinical trial endpoint, or another purpose. ClinicalTrials.gov ID NCT03850912.
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Affiliation(s)
| | | | - Hajime Uno
- Dana-Farber Cancer Institute, Boston, MA, USA
| | | | - Sandra L Wong
- Dartmouth Hitchcock Medical Center, Lebanon, NH, USA
| | - Don S Dizon
- Lifespan Cancer Institute and Brown University, Providence, RI, USA
| | | | | | | | | | | | - Deborah Schrag
- Memorial Sloan Kettering Cancer Center, New York, NY, USA
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Wittich L, Tsatsaronis C, Kuklinski D, Schöner L, Steinbeck V, Busse R, Rombey T. Patient-Reported Outcome Measures as an Intervention: A Comprehensive Overview of Systematic Reviews on the Effects of Feedback. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2024:S1098-3015(24)02400-8. [PMID: 38843978 DOI: 10.1016/j.jval.2024.05.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 05/30/2024] [Accepted: 05/30/2024] [Indexed: 06/28/2024]
Abstract
OBJECTIVES Patient-reported outcome measures (PROMs) have emerged as a promising approach to involve patients in their treatment process. Beyond serving as outcome measures, PROMs can be applied to provide feedback to healthcare providers and patients, thereby offering valuable insights that can improve health outcomes and care processes. This overview offers a comprehensive synthesis of the effects of PROM feedback, contributing to the evidence-based discussion on PROMs' potential to enhance patient care. METHODS Following Cochrane Collaboration recommendations, this overview included literature reviews across diverse treatment areas, investigating the impact of PROM feedback on patient health outcomes (including quality of life, symptoms, or survival) and care process outcomes (including communication, symptom identification, or clinical practice). The methodological quality of the evidence was assessed with a modified version of A Measurement Tool to Assess Systematic Reviews 2, and the potential overlap of primary studies was quantified. Results were narratively synthesized. RESULTS Forty reviews grouped into 4 categories of treatment areas were included. Overall, their methodological quality was low. The overall overlap of primary studies was 2.2%, reaching up to 15.7% within specific treatment areas. The results indicate that PROM feedback may enhance the quality-of-care processes, whereas its effects on patient health outcomes remained less conclusive. CONCLUSIONS PROM feedback positively influences the interaction between physicians and patients across the included treatment areas. Further research is needed to comprehend the trickle-down effects of PROM feedback and how to enhance its potential in yielding health benefits for patients.
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Affiliation(s)
- Laura Wittich
- Department of Health Care Management, School of Economics and Management, Technical University Berlin, Berlin, Germany.
| | - Chrissa Tsatsaronis
- Department of Health Care Management, School of Economics and Management, Technical University Berlin, Berlin, Germany
| | - David Kuklinski
- Department of Health Care Management, School of Medicine, University of St. Gallen, St. Gallen, Switzerland
| | - Lukas Schöner
- Department of Health Care Management, School of Economics and Management, Technical University Berlin, Berlin, Germany
| | - Viktoria Steinbeck
- Department of Health Care Management, School of Economics and Management, Technical University Berlin, Berlin, Germany
| | - Reinhard Busse
- Department of Health Care Management, School of Economics and Management, Technical University Berlin, Berlin, Germany
| | - Tanja Rombey
- Department of Health Care Management, School of Economics and Management, Technical University Berlin, Berlin, Germany
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10
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Graetz I, Hu X, Kocak M, Krukowski RA, Anderson JN, Waters TM, Curry AN, Robles A, Paladino A, Stepanski E, Vidal GA, Schwartzberg LS. Remote Monitoring App for Endocrine Therapy Adherence Among Patients With Early-Stage Breast Cancer: A Randomized Clinical Trial. JAMA Netw Open 2024; 7:e2417873. [PMID: 38935379 PMCID: PMC11211959 DOI: 10.1001/jamanetworkopen.2024.17873] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Accepted: 04/19/2024] [Indexed: 06/28/2024] Open
Abstract
Importance Adjuvant endocrine therapy (AET) use among women with early-stage, hormone receptor-positive breast cancer reduces the risk of cancer recurrence, but its adverse symptoms contribute to lower adherence. Objective To test whether remote monitoring of symptoms and treatment adherence with or without tailored text messages improves outcomes among women with breast cancer who are prescribed AET. Design, Setting, and Participants This nonblinded, randomized clinical trial (RCT) following intention-to-treat principles included English-speaking women with early-stage breast cancer prescribed AET at a large cancer center with 14 clinics across 3 states from November 15, 2018, to June 11, 2021. All participants had a mobile device with a data plan and an email address and were asked to use an electronic pillbox to monitor AET adherence and to complete surveys at enrollment and 1 year. Interventions Participants were randomized into 3 groups: (1) an app group, in which participants received instructions for and access to the study adherence and symptom monitoring app for 6 months; (2) an app plus feedback group, in which participants received additional weekly text messages about managing symptoms, adherence, and communication; or (3) an enhanced usual care (EUC) group. App-reported missed doses, increases in symptoms, and occurrence of severe symptoms triggered follow-ups from the oncology team. Main Outcomes and Measures The primary outcome was 1-year, electronic pillbox-captured AET adherence. Secondary outcomes included symptom management abstracted from the medical record, as well as patient-reported health care utilization, symptom burden, quality of life, physician communication, and self-efficacy for managing symptoms. Results Among 304 female participants randomized (app group, 98; app plus feedback group, 102; EUC group, 104), the mean (SD) age was 58.6 (10.8) years (median, 60 years; range, 31-83 years), and 60 (19.7%) had an educational level of high school diploma or less. The study completion rate was 87.5% (266 participants). There were no statistically significant differences by treatment group in AET adherence (primary outcome): 76.6% for EUC, 73.4% for the app group (difference vs EUC, -3.3%; 95% CI, -11.4% to 4.9%; P = .43), and 70.9% for the app plus feedback group (difference vs EUC, -5.7%; 95% CI, -13.8% to 2.4%; P = .17). At the 1-year follow-up, app plus feedback participants had fewer total health care encounters (adjusted difference, -1.23; 95% CI, -2.03 to -0.43; P = .003), including high-cost encounters (adjusted difference, -0.40; 95% CI, -0.67 to -0.14; P = .003), and office visits (adjusted difference, -0.82; 95% CI, -1.54 to -0.09; P = .03) over the previous 6 months compared with EUC participants. Conclusions and Relevance This RCT found that a remote monitoring app with alerts to the patient's care team and tailored text messages to patients did not improve AET adherence among women with early-stage breast cancer; however, it reduced overall and high-cost health care encounters and office visits without affecting quality of life. Trial Registration ClinicalTrials.gov Identifier: NCT03592771.
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Affiliation(s)
- Ilana Graetz
- Department of Health Policy and Management, Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Xin Hu
- Department of Public Health Sciences, University of Virginia School of Medicine, Charlottesville
| | - Mehmet Kocak
- International School of Medicine, Istanbul Medipol University, Istanbul, Turkey
| | - Rebecca A. Krukowski
- Department of Public Health Sciences, University of Virginia School of Medicine, Charlottesville
| | - Janeane N. Anderson
- Department of Community and Population Health, College of Nursing, University of Tennessee Health Science Center, Memphis
| | | | - Andrea N. Curry
- West Cancer Center and Research Institute, Germantown, Tennessee
| | - Andrew Robles
- Sidney Kimmel Cancer Center, Jefferson University, Philadelphia, Pennsylvania
| | - Andrew Paladino
- College of Medicine, University of Tennessee Health Science Center, Memphis
| | | | - Gregory A. Vidal
- West Cancer Center and Research Institute, Germantown, Tennessee
- College of Medicine, University of Tennessee Health Science Center, Memphis
| | - Lee S. Schwartzberg
- Pennington Cancer Institute, Renown Health, Reno, Nevada
- Department of Medicine, University of Nevada, Reno
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11
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Lai-Kwon J, Thorner E, Rutherford C, Crossnohere N, Brundage M. Integrating Patient-Reported Outcomes Into the Care of People With Advanced Cancer-A Practical Guide. Am Soc Clin Oncol Educ Book 2024; 44:e438512. [PMID: 38788184 DOI: 10.1200/edbk_438512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/26/2024]
Abstract
Patient-reported outcomes (PROs) are being increasingly integrated into routine clinical practice to enhance individual patient care. This has been driven by recognition of the benefits of PROs in enhancing symptom management, patient satisfaction, quality of life, and overall survival, and reductions in acute health care utilization. These benefits are reflected in the emergence of value-based health care initiatives incorporating PRO symptom monitoring such as the Enhancing Oncology Model in the United States. However, implementing PROs can be challenging and it can be difficult to know where to begin to select appropriate PROs, and effectively display and appropriately interpret PRO data. This manuscript summarizes an educational session at the 2024 ASCO Annual Meeting, which provided practical guidance to clinicians seeking to incorporate PROs into the care of people with advanced cancer. We focus on why it is important to collect PROs in routine care from a patient's perspective, how to select PROs for symptom monitoring (including using static patient-reported outcome measures and newer item libraries), and highlight key pearls and pitfalls in the display and interpretation of PROs. We highlight the breadth of existing resources available to guide clinicians in PRO implementation.
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Affiliation(s)
- Julia Lai-Kwon
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
- Department of Health Services Research, Peter MacCallum Cancer Centre, Melbourne, Australia
| | | | - Claudia Rutherford
- Sydney Quality of Life Office, Susan Wakil School of Nursing and Midwifery, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | | | - Michael Brundage
- Queen's Cancer Research Institute, Queen's University, Kingston, Ontario, Canada
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12
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Young T, Velikova G, Liegl G, Rose M, Nolte S. EORTC QLQ-C30 normative data for the United Kingdom: Results of a cross-sectional survey of the general population. Eur J Cancer 2024; 204:113927. [PMID: 38429166 DOI: 10.1016/j.ejca.2024.113927] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 02/07/2024] [Accepted: 02/09/2024] [Indexed: 03/03/2024]
Abstract
OBJECTIVE The cancer-specific health-related quality of life (HRQoL) questionnaire of the European Organisation for Research and Treatment of Cancer (EORTC), the EORTC QLQ-C30, is a frequently applied questionnaire to assess cancer patients' self-reported health used as part of research and clinical practice. Normative data obtained from the general population can facilitate the interpretation of these data. Despite its frequent application, no detailed EORTC QLQ-C30 normative data have yet been published for the United Kingdom (UK). This study presents detailed EORTC QLQ-C30 normative data for the United Kingdom overall and by sex and age. METHODS The data are drawn from a larger published, international, cross-sectional online survey. For the recruitment, the sample was stratified by sex (males, females) and age in five age groups with a sample size of n = 100 per subgroup. RESULTS A total of N = 1026 UK respondents completed the survey (n = 517 females, n = 509 males). There were no clear subgroup patterns by sex or age; however, older patients tended to show higher (i.e., better) scores in emotional and social functioning; they also reported some of the lowest (i.e., best) scores for symptoms, such as insomnia, appetite loss, diarrhoea, nausea/vomiting or financial difficulties. CONCLUSION This paper provides EORTC QLQ-C30 general population normative data for the UK, further stratified by sex and age. These data will greatly support the interpretation of EORTC QLQ-C30 scale scores obtained from UK cancer patients, and also enable comparison with other detailed national normative datasets collected in the same project, across several other European countries and the US.
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Affiliation(s)
- Teresa Young
- East & North Hertfordshire NHS Trust including Mount Vernon Cancer Centre, Northwood, Middlesex HA6 2RN, United Kingdom.
| | - Galina Velikova
- Leeds Institute of Medical Research at St James's, University of Leeds, St James's University Hospital, Leeds, United Kingdom
| | - Gregor Liegl
- Center for Patient-Centered Outcomes Research, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany; Department of Psychosomatic Medicine, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Matthias Rose
- Center for Patient-Centered Outcomes Research, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany; Department of Psychosomatic Medicine, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany; German Centre for Mental Health (DZPG) - - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Sandra Nolte
- Center for Patient-Centered Outcomes Research, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany; Department of Psychosomatic Medicine, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany; Melbourne Health Economics, Centre for Health Policy, The University of Melbourne, Melbourne, VIC, Australia; School of Health Sciences, Swinburne University of Technology, Melbourne, VIC, Australia
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13
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Urretavizcaya M, Álvarez K, Olariaga O, Tames MJ, Asensio A, Cajaraville G, Riestra AC. Assessing health outcomes: a systematic review of electronic patient-reported outcomes in oncology. Eur J Hosp Pharm 2024:ejhpharm-2023-004072. [PMID: 38821720 DOI: 10.1136/ejhpharm-2023-004072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 05/14/2024] [Indexed: 06/02/2024] Open
Abstract
PURPOSE This study investigates the clinical impact of electronic patient-reported outcome (ePRO) monitoring apps/web interfaces, aimed at symptom-management, in cancer patients undergoing outpatient systemic antineoplastic treatment. Additionally, it explores the advantages offered by these applications, including their functionalities and healthcare team-initiated follow-up programmes. METHODS A systematic literature review was conducted using a predefined search strategy in MEDLINE. Inclusion criteria encompassed primary studies assessing symptom burden through at-home ePRO surveys in adult cancer patients receiving outpatient systemic antineoplastic treatment, whenever health outcomes were evaluated. Exclusion criteria excluded telemedicine-based interventions other than ePRO questionnaires and non-primary articles or study protocols. To evaluate the potential bias in the included studies, an exhaustive quality assessment was conducted, as an additional inclusion filter. RESULTS Among 246 identified articles, 227 were excluded for non-compliance with inclusion/exclusion criteria. Of the remaining 19 articles, only eight met the rigorous validity assessment and were included for detailed examination and data extraction, presented in attached tables. CONCLUSION This review provides compelling evidence of ePRO monitoring's positive clinical impact across diverse cancer settings, encompassing various cancer types, including early and metastatic stages. These systems are crucial in enabling timely interventions and reducing communication barriers, among other functionalities. While areas for future ePRO innovation are identified, the primary limitation lies in comparing clinical outcomes of reviewed articles, due to scale variability and study population heterogeneity. To conclude, our results reaffirm the transformative potential of ePRO apps in oncology and their pivotal role in shaping the future of cancer care.
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Affiliation(s)
| | - Karen Álvarez
- Pharmacy Department, Nuestra Senora de la Candelaria University Hospital, Santa Cruz de Tenerife, Canarias, Spain
| | - Olatz Olariaga
- Pharmacy Department, Onkologikoa, San Sebastian, País Vasco, Spain
| | - Maria Jose Tames
- Pharmacy Department, Onkologikoa, San Sebastian, País Vasco, Spain
| | - Ainhoa Asensio
- Pharmacy Department, Onkologikoa, San Sebastian, País Vasco, Spain
| | | | - Ana Cristina Riestra
- Pharmacy Department, Onkologikoa, San Sebastian, País Vasco, Spain
- Medicine Department, University of Deusto, Bilbao, País Vasco, Spain
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14
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Tuominen L, Leino-Kilpi H, Poraharju J, Cabutto D, Carrion C, Lehtiö L, Moretó S, Stolt M, Sulosaari V, Virtanen H. Interactive digital tools to support empowerment of people with cancer: a systematic literature review. Support Care Cancer 2024; 32:396. [PMID: 38816629 PMCID: PMC11139693 DOI: 10.1007/s00520-024-08545-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Accepted: 05/03/2024] [Indexed: 06/01/2024]
Abstract
PURPOSE To identify and synthesise interactive digital tools used to support the empowerment of people with cancer and the outcomes of these tools. METHODS A systematic literature review was conducted using PubMed, CINAHL, Web of Science, Cochrane, Eric, Scopus, and PsycINFO databases in May 2023. Inclusion criteria were patient empowerment as an outcome supported by interactive digital tools expressed in study goal, methods or results, peer-reviewed studies published since 2010 in cancer care. Narrative synthesis was applied, and the quality of the studies was assessed following Joanna Briggs Institute checklists. RESULTS Out of 1571 records screened, 39 studies published in 2011-2022 with RCT (17), single-arm trial (15), quasi-experimental (1), and qualitative designs (6) were included. A total of 30 interactive digital tools were identified to support empowerment (4) and related aspects, such as self-management (2), coping (4), patient activation (9), and self-efficacy (19). Significant positive effects were found on empowerment (1), self-management (1), coping (1), patient activation (2), and self-efficacy (10). Patient experiences were positive. Interactivity occurred with the tool itself (22), peers (7), or nurses (7), physicians (2), psychologists, (2) or social workers (1). CONCLUSION Interactive digital tools have been developed extensively in recent years, varying in terms of content and methodology, favouring feasibility and pilot designs. In all of the tools, people with cancer are either active or recipients of information. The research evidence indicates positive outcomes for patient empowerment through interactive digital tools. Thus, even though promising, there still is need for further testing of the tools.
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Affiliation(s)
- Leena Tuominen
- Department of Nursing Science, University of Turku, Turku, Finland.
| | - Helena Leino-Kilpi
- University of Turku FI and Wellbeing Services County of Southwest Finland, University of Turku FI, Turku University Hospital, Turku, Finland.
| | - Jenna Poraharju
- Department of Nursing Science, University of Turku, Turku, Finland
| | - Daniela Cabutto
- eHealth Lab Research Group, School of Health Sciences and eHealth Center, Universitat Oberta de Catalunya, Barcelona, Spain
| | - Carme Carrion
- eHealth Lab Research Group, Faculty of Health Sciences Studies, E-Health Center, School of Health Sciences and eHealth Center, Universitat Oberta de Catalunya, Barcelona, Spain
| | - Leeni Lehtiö
- Turku University Library, University of Turku, Turku, Finland
| | - Sónia Moretó
- eHealth Lab Research Group, School of Health Sciences and eHealth Center, Universitat Oberta de Catalunya, Barcelona, Spain
| | - Minna Stolt
- Department of Nursing Science, University of Turku, Turku, Finland
- Wellbeing Services County of Satakunta, Pori, Finland
| | - Virpi Sulosaari
- Health and Well-Being, Turku University of Applied Sciences, Turku, Finland
- Research Advancing Supportive Cancer and Palliative care (CARE) - research group, Turku, Finland
- European Oncology Nursing Society, Brussels, Belgium
| | - Heli Virtanen
- Department of Nursing Science, University of Turku, Turku, Finland
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15
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Gebert P, Hage AM, Blohmer JU, Roehle R, Karsten MM. Longitudinal assessment of real-world patient adherence: a 12-month electronic patient-reported outcomes follow-up of women with early breast cancer undergoing treatment. Support Care Cancer 2024; 32:344. [PMID: 38740611 PMCID: PMC11090970 DOI: 10.1007/s00520-024-08547-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Accepted: 05/03/2024] [Indexed: 05/16/2024]
Abstract
BACKGROUND Electronic patient-reported outcomes (ePROs) assess patients' health status and quality of life, improving patient care and treatment effects, yet little is known about their use and adherence in routine patient care. AIMS We evaluated the adherence of invasive breast cancer and ductal carcinoma in situ (DCIS) patients to ePROs follow-up and whether specific patient characteristics are related to longitudinal non-adherence. METHODS Since November 2016, the Breast Center at Charité - Universitätsmedizin Berlin has implemented an ongoing prospective PRO routine program, requiring patients to complete ePROs assessments and consent to email-based follow-up in the first 12 months after therapy starts. Frequencies and summary statistics are presented. Multiple logistic regression models were performed to determine an association between patient characteristics and non-adherence. RESULTS Out of 578 patients, 239 patients (41.3%, 95%CI: 37.3-45.5%) completed baseline assessment and all five ePROs follow-up during the first 12 months after therapy. On average, above 70% of those patients responded to the ePROs follow-up assessment. Adherence to the ePROs follow-up was higher during the COVID-19 pandemic than in the time periods before (47.4% (111/234) vs. 33.6% (71/211)). Factors associated with longitudinal non-adherence were younger age, a higher number of comorbidities, no chemotherapy, and a low physical functioning score in the EORTC QLQ-C30 at baseline. CONCLUSIONS The study reveals moderate adherence to 12-month ePROs follow-up assessments in invasive early breast cancer and DCIS patients, with response rates ranging from 60 to 80%. Emphasizing the benefits for young patients and those with high disease burdens might further increase adherence.
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Affiliation(s)
- Pimrapat Gebert
- Berlin Institute of Health at Charité -Universitätsmedizin Berlin, Berlin, Germany
- Institute of Biometry and Clinical Epidemiology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Anna Maria Hage
- Department of Gynecology With Breast Center, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Jens-Uwe Blohmer
- Department of Gynecology With Breast Center, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Robert Roehle
- Berlin Institute of Health at Charité -Universitätsmedizin Berlin, Berlin, Germany
- Institute of Biometry and Clinical Epidemiology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Maria Margarete Karsten
- Department of Gynecology With Breast Center, Charité - Universitätsmedizin Berlin, Berlin, Germany.
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16
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Coles CE, Earl H, Anderson BO, Barrios CH, Bienz M, Bliss JM, Cameron DA, Cardoso F, Cui W, Francis PA, Jagsi R, Knaul FM, McIntosh SA, Phillips KA, Radbruch L, Thompson MK, André F, Abraham JE, Bhattacharya IS, Franzoi MA, Drewett L, Fulton A, Kazmi F, Inbah Rajah D, Mutebi M, Ng D, Ng S, Olopade OI, Rosa WE, Rubasingham J, Spence D, Stobart H, Vargas Enciso V, Vaz-Luis I, Villarreal-Garza C. The Lancet Breast Cancer Commission. Lancet 2024; 403:1895-1950. [PMID: 38636533 DOI: 10.1016/s0140-6736(24)00747-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Revised: 12/18/2023] [Accepted: 04/09/2024] [Indexed: 04/20/2024]
Affiliation(s)
| | - Helena Earl
- Department of Oncology, University of Cambridge, Cambridge, UK
| | - Benjamin O Anderson
- Global Breast Cancer Initiative, World Health Organisation and Departments of Surgery and Global Health Medicine, University of Washington, Seattle, WA, USA
| | - Carlos H Barrios
- Oncology Research Center, Hospital São Lucas, Porto Alegre, Brazil
| | - Maya Bienz
- Mount Vernon Cancer Centre, East and North Hertfordshire NHS Trust, London, UK; Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | | | - David A Cameron
- Institute of Genetics and Cancer and Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Fatima Cardoso
- Breast Unit, Champalimaud Clinical Center/Champalimaud Foundation, Lisbon, Portugal
| | - Wanda Cui
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia; Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, VIC, Australia
| | - Prudence A Francis
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia; Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, VIC, Australia
| | - Reshma Jagsi
- Emory University School of Medicine, Atlanta, GA, USA
| | - Felicia Marie Knaul
- Institute for Advanced Study of the Americas, University of Miami, Miami, FL, USA; Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL, USA; Tómatelo a Pecho, Mexico City, Mexico
| | - Stuart A McIntosh
- School of Medicine, Dentistry and Biomedical Sciences, Queen's University Belfast, Belfast, UK
| | - Kelly-Anne Phillips
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia; Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, VIC, Australia
| | - Lukas Radbruch
- Department of Palliative Medicine, University Hospital Bonn, Bonn, Germany
| | | | | | - Jean E Abraham
- Department of Oncology, University of Cambridge, Cambridge, UK
| | | | | | - Lynsey Drewett
- Royal Devon University Healthcare NHS Foundation Trust, Exeter, UK
| | | | - Farasat Kazmi
- Norfolk and Norwich University Hospitals NHS Foundation Trust, Norwich, UK
| | | | | | - Dianna Ng
- Memorial Sloan Kettering Cancer Center, New York City, NY, USA
| | - Szeyi Ng
- The Institute of Cancer Research, London, UK
| | | | - William E Rosa
- Memorial Sloan Kettering Cancer Center, New York City, NY, USA
| | | | | | | | | | | | - Cynthia Villarreal-Garza
- Breast Cancer Center, Hospital Zambrano Hellion TecSalud, Tecnologico de Monterrey, Monterrey, Mexico
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Lee M, Kang D, Um Y, Jo B, Rhue J, Park S, Lee YY, Noh JJ, Lee YG, Koo DH, Park KH, Lee S, Ahn JS, Oh D, Cho J. Evaluating the effect of a mobile-based symptom monitoring system for improving physical function in patients with cancer during chemotherapy: study protocol for a multicentre randomised controlled trial. BMJ Open 2024; 14:e080976. [PMID: 38692724 PMCID: PMC11086447 DOI: 10.1136/bmjopen-2023-080976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2023] [Accepted: 02/27/2024] [Indexed: 05/03/2024] Open
Abstract
INTRODUCTION Symptoms due to chemotherapy are common in patients with cancer. Cancer-related symptoms are closely associated with the deterioration of physical function which can be associated with decreased quality of life and increased mortality. Thus, timely symptom identification is critical for improving cancer prognosis and survival. Recently, remote symptom monitoring system using digital technology has demonstrated its effects on symptom control or survival. However, few studies examined whether remote monitoring would contribute to retaining physical function among patients with cancer. Therefore, this study aimed to evaluate the effectiveness of mobile-based symptom monitoring in improving physical function among patients with cancer under chemotherapy. METHODS AND ANALYSIS This study is a multicentre, open-label, parallel-group, randomised controlled trial. We will recruit 372 patients at three tertiary hospitals located in Seoul, South Korea. Study participants will be randomly assigned to either an intervention group receiving the ePRO-CTCAE app and a control group receiving routine clinical practice only. The primary outcome is changes in physical function from commencement to completion of planned chemotherapy. A linear mixed model will be performed under the intention-to-treat principle. The secondary outcomes include physical activity level; changes in pain interference; changes in depressive symptom; unplanned clinical visits; additional medical expenditure for symptom management; completion rate of planned chemotherapy; changes in symptom burden and health-related quality of life; and 1-year overall mortality. ETHICS AND DISSEMINATION The study has been approved by the institutional review board and ethics committee at the three university hospitals involved in this trial. Written informed consent will be obtained from all the participants. The results of the trial will be submitted for publication in peer-reviewed academic journals and disseminated through relevant literatures. TRIAL REGISTRATION NUMBER KCT0007220.
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Affiliation(s)
- Mangyeong Lee
- Samsung Advanced Institute for Health Sciences & Technology, Sungkyunkwan University, Seoul, Korea (the Republic of)
| | - Danbee Kang
- Samsung Advanced Institute for Health Sciences & Technology, Sungkyunkwan University, Seoul, Korea (the Republic of)
| | - Yesol Um
- Samsung Advanced Institute for Health Sciences & Technology, Sungkyunkwan University, Seoul, Korea (the Republic of)
| | - Bokyung Jo
- Samsung Advanced Institute for Health Sciences & Technology, Sungkyunkwan University, Seoul, Korea (the Republic of)
| | - Jeong Rhue
- Center for Clinical Epidemiology, Samsung Medical Center, Gangnam-gu, Seoul, Korea (the Republic of)
| | - Sehhoon Park
- Division of Hematology-Oncology, Samsung Medical Center, Gangnam-gu, Seoul, Korea (the Republic of)
| | - Yoo-Young Lee
- Department of Obstetrics and Gynecology, Samsung Medical Center, Gangnam-gu, Seoul, Korea (the Republic of)
| | - Joseph J Noh
- Department of Obstetrics and Gynecology, Seoul National University Bundang Hospital, Seongnam, Korea (the Republic of)
| | - Yun-Gyoo Lee
- Division of Hematology/Oncology, Kangbuk Samsung Hospital, Jongno-gu, Seoul, Korea (the Republic of)
| | - Dong-Hoe Koo
- Division of Hematology/Oncology, Kangbuk Samsung Hospital, Jongno-gu, Seoul, Korea (the Republic of)
| | - Kyong-Hwa Park
- Division of Oncology/Hematology, Korea University Medical Center, Seongbuk-gu, Seoul, Korea (the Republic of)
| | - Soohyeon Lee
- Division of Oncology/Hematology, Korea University Medical Center, Seongbuk-gu, Seoul, Korea (the Republic of)
| | - Jin Seok Ahn
- Division of Hematology-Oncology, Samsung Medical Center, Gangnam-gu, Seoul, Korea (the Republic of)
| | - Dongryul Oh
- Department of Radiation Oncology, Samsung Medical Center, Gangnam-gu, Seoul, Korea (the Republic of)
| | - Juhee Cho
- Samsung Advanced Institute for Health Sciences & Technology, Sungkyunkwan University, Seoul, Korea (the Republic of)
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Frid S, Amat-Fernández C, Fuentes-Expósito MÁ, Muñoz-Mateu M, Valachis A, Sisó-Almirall A, Grau-Corral I. Mapping the Evidence on the Impact of mHealth Interventions on Patient-Reported Outcomes in Patients With Breast Cancer: A Systematic Review. JCO Clin Cancer Inform 2024; 8:e2400014. [PMID: 38710001 PMCID: PMC11161246 DOI: 10.1200/cci.24.00014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Revised: 03/01/2024] [Accepted: 03/13/2024] [Indexed: 05/08/2024] Open
Abstract
PURPOSE To comprehensively synthesize the existing evidence concerning mHealth interventions for patients with breast cancer (BC). DESIGN On July 30, 2023, we searched PubMed, PsycINFO, and Google Scholar for articles using the following inclusion criteria: evaluation of mHealth interventions in patients with cancer, at least 30 participants with BC, randomized control trials or prospective pre-post studies, determinants of health (patient-reported outcomes [PROs] and quality of life [QoL]) as primary outcomes, interventions lasting at least 8 weeks, publication after January 2015. Publications were excluded if they evaluated telehealth or used web-based software for desktop devices only. The quality of the included studies was analyzed with the Cochrane Collaboration Risk of Bias Tool and the Methodological Index for Non-Randomized Studies. RESULTS We included 30 studies (20 focused on BC), encompassing 5,691 patients with cancer (median 113, IQR, 135.5). Among these, 3,606 had BC (median 99, IQR, 75). All studies contained multiple interventions, including physical activity, tailored information for self-management of the disease, and symptom tracker. Interventions showed better results on self-efficacy (3/3), QoL (10/14), and physical activity (5/7). Lifestyle programs (3/3), expert consulting (4/4), and tailored information (10/11) yielded the best results. Apps with interactive support had a higher rate of positive findings, while interventions targeted to survivors showed worse results. mHealth tools were not available to the public in most of the studies (17/30). CONCLUSION mHealth interventions yielded heterogeneous results on different outcomes. Identifying lack of evidence on clinical scenarios (eg, patients undergoing systemic therapy other than chemotherapy) could aid in refining strategic planning for forthcoming research endeavors within this field.
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Affiliation(s)
- Santiago Frid
- Clinical Informatics Service, Hospital Clínic de Barcelona, Barcelona, Spain
| | - Clara Amat-Fernández
- Health Services Research Group, Hospital del Mar Research Institute, Barcelona, Spain
| | | | | | - Antonis Valachis
- Department of Oncology, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
| | | | - Immaculada Grau-Corral
- Fundación iSYS, Barcelona, Spain
- mHealth and digital Health Observatory, Hospital Clínic de Barcelona, Barcelona, Spain
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Sikorskii A, Tam S, Given B, Given CW, Adjei Boakye E, Zatirka T, Nair M, Su WTK, Jogunoori S, Watson P, Movsas B, Chang S. Thresholds in PROMIS Scores Anchored to Subsequent Unscheduled Health Service Use Among People Diagnosed With Cancer. JCO Oncol Pract 2024:OP2300356. [PMID: 38564704 DOI: 10.1200/op.23.00356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2023] [Revised: 01/03/2024] [Accepted: 02/23/2024] [Indexed: 04/04/2024] Open
Abstract
PURPOSE To establish thresholds in the Patient-Reported Outcomes Measurement Information System (PROMIS) pain interference, physical function, fatigue, and depression scores on the basis of their association with subsequent use of the emergency department (ED) or urgent care by people diagnosed with cancer. METHODS Retrospective data from 952 people seen at Henry Ford Cancer and insured through the Health Alliance Plan were analyzed using generalized linear mixed-effects models. The log odds of ED or urgent care use during 14 or 30 days after each patient-reported outcome (PRO) assessment were related to PRO scores, while adjusting for comorbidity, sociodemographic, and tumor characteristics. RESULTS Pain interference and physical function were associated with subsequent ED or urgent care visits, but fatigue and depression were not, and the results for 14- and 30-day visits were similar. Thresholds anchored in the likelihood of these visits differed according to cancer stage. For people with advanced cancer, a pain interference score of 60 or higher (odds ratio [OR] 3.75, [95% CI, 1.53 to 7.87]) and a physical function score lower than 40 (OR 2.94, [95% CI, 1.22 to 7.06]) produced the largest ORs with narrowest CIs for 30-day visits. For people with nonadvanced cancer, the thresholds of 65 for pain interference (OR 2.64, [95% CI, 1.40 to 5.01]) and 35 for physical function (OR 1.87, [95% CI, 1.01 to 3.45]) produced largest ORs with narrowest CIs for 30-day visits. CONCLUSION These anchor-based thresholds in PROMIS scores can inform clinicians' actions with the goal of preventing ED or urgent care visits.
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Affiliation(s)
- Alla Sikorskii
- Department of Psychiatry, College of Osteopathic Medicine, Michigan State University, East Lansing, MI
| | - Samantha Tam
- Department of Otolaryngology, Head and Neck Surgery, Henry Ford Health, Henry Ford Cancer, Detroit, MI
| | - Barbara Given
- College of Nursing, Michigan State University, East Lansing, MI
| | - Charles W Given
- College of Nursing, Michigan State University, East Lansing, MI
| | - Eric Adjei Boakye
- Department of Otolaryngology, Head and Neck Surgery, Henry Ford Health, Henry Ford Cancer, Detroit, MI
| | - Theresa Zatirka
- Henry Ford Cancer Patient Reported Outcomes Committee, Transformation Consulting, Henry Ford Health, Henry Ford Cancer, Detroit, MI
| | - Mrudula Nair
- Department of Public Health Sciences, Henry Ford Health, Henry Ford Cancer, Detroit, MI
| | - Wan-Ting K Su
- Department of Public Health Sciences, Henry Ford Health, Henry Ford Cancer, Detroit, MI
| | - Smitha Jogunoori
- Department of Public Health Sciences, Henry Ford Health, Henry Ford Cancer, Detroit, MI
| | - Peter Watson
- Healthy Population, Henry Ford Health, Detroit, MI
- Health Alliance Plan, Henry Ford Health, Detroit, MI
- Division of Hospital Medicine, Henry Ford Health, Detroit, MI
| | - Benjamin Movsas
- Radiation Oncology, Henry Ford Cancer, Henry Ford Health, Detroit, MI
| | - Steven Chang
- Department of Otolaryngology, Head and Neck Surgery, Henry Ford Health, Henry Ford Cancer, Detroit, MI
- Henry Ford Cancer Patient Reported Outcomes Committee, Henry Ford Cancer Head and Neck Cancer Program, Detroit, MI
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20
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Wójcik Z, Dimitrova V, Warrington L, Velikova G, Absolom K. Using Machine Learning to Predict Unplanned Hospital Utilization and Chemotherapy Management From Patient-Reported Outcome Measures. JCO Clin Cancer Inform 2024; 8:e2300264. [PMID: 38669610 PMCID: PMC11161248 DOI: 10.1200/cci.23.00264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 02/14/2024] [Accepted: 03/01/2024] [Indexed: 04/28/2024] Open
Abstract
PURPOSE Adverse effects of chemotherapy often require hospital admissions or treatment management. Identifying factors contributing to unplanned hospital utilization may improve health care quality and patients' well-being. This study aimed to assess if patient-reported outcome measures (PROMs) improve performance of machine learning (ML) models predicting hospital admissions, triage events (contacting helpline or attending hospital), and changes to chemotherapy. MATERIALS AND METHODS Clinical trial data were used and contained responses to three PROMs (European Organisation for Research and Treatment of Cancer Core Quality of Life Questionnaire [QLQ-C30], EuroQol Five-Dimensional Visual Analogue Scale [EQ-5D], and Functional Assessment of Cancer Therapy-General [FACT-G]) and clinical information on 508 participants undergoing chemotherapy. Six feature sets (with following variables: [1] all available; [2] clinical; [3] PROMs; [4] clinical and QLQ-C30; [5] clinical and EQ-5D; [6] clinical and FACT-G) were applied in six ML models (logistic regression [LR], decision tree, adaptive boosting, random forest [RF], support vector machines [SVMs], and neural network) to predict admissions, triage events, and chemotherapy changes. RESULTS The comprehensive analysis of predictive performances of the six ML models for each feature set in three different methods for handling class imbalance indicated that PROMs improved predictions of all outcomes. RF and SVMs had the highest performance for predicting admissions and changes to chemotherapy in balanced data sets, and LR in imbalanced data set. Balancing data led to the best performance compared with imbalanced data set or data set with balanced train set only. CONCLUSION These results endorsed the view that ML can be applied on PROM data to predict hospital utilization and chemotherapy management. If further explored, this study may contribute to health care planning and treatment personalization. Rigorous comparison of model performance affected by different imbalanced data handling methods shows best practice in ML research.
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Affiliation(s)
- Zuzanna Wójcik
- UKRI Centre for Doctoral Training in Artificial Intelligence for Medical Diagnosis and Care, University of Leeds, Leeds, United Kingdom
| | - Vania Dimitrova
- School of Computing, University of Leeds, Leeds, United Kingdom
| | - Lorraine Warrington
- Leeds Institute of Medical Research, University of Leeds, St James's University Hospital, Leeds, United Kingdom
| | - Galina Velikova
- Leeds Institute of Medical Research, University of Leeds, St James's University Hospital, Leeds, United Kingdom
- Leeds Cancer Centre, Leeds Teaching Hospitals NHS Trust, Leeds, United Kingdom
| | - Kate Absolom
- Leeds Institute of Medical Research, University of Leeds, St James's University Hospital, Leeds, United Kingdom
- Leeds Institute of Health Sciences, University of Leeds, Leeds, United Kingdom
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21
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Dawkins B, Absolom K, Hewison J, Warrington L, Hudson E, Holch P, Carter R, Gibson A, Holmes M, Rogers Z, Dickinson S, Morris C, Woroncow B, Brown J, Hulme C, Velikova G. Cost-Effectiveness of eRAPID eHealth Intervention for Symptom Management During Chemotherapy. JCO Oncol Pract 2024; 20:581-590. [PMID: 38266205 DOI: 10.1200/op.23.00498] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Revised: 10/06/2023] [Accepted: 12/05/2023] [Indexed: 01/26/2024] Open
Abstract
PURPOSE A randomized controlled trial of online symptom monitoring during chemotherapy with electronic patient self-Reporting of Adverse-events: Patient Information and aDvice (eRAPID) system found improved symptom control and patient self-efficacy, without increasing hospital admissions and visits. The aim of this study was to evaluate the cost-effectiveness of the eRAPID eHealth intervention compared with usual care for patients receiving systemic treatment for colorectal, breast, or gynecologic cancers in the United Kingdom. METHODS An embedded economic evaluation was conducted alongside the trial evaluating the effectiveness of eRAPID from health care provider and societal perspectives. Costs and quality-adjusted life-years (QALYs) of patients were compared over 18 weeks of the trial. Incremental cost-effectiveness ratios (ICERs) were estimated and compared with the National Institute for Health and Care Excellence cost-effectiveness threshold. Uncertainty around the ICER was explored using nonparametric bootstrapping and sensitivity analyses. Follow-up data were collected 12-months after random assignment for a subset of the study sample to conduct exploratory analysis of potential longer-term effects. RESULTS Patients in the eRAPID group had the highest QALY gain and lowest costs over 18 weeks. Although differences were small and not statistically significant, eRAPID had a 55%-58% probability of being more cost-effective than usual care. Patient out-of-pocket costs were lower in the eRAPID group, indicating eRAPID may help patients access support needed within the National Health Service. Exploratory 12-months analysis showed small differences in costs and QALYs, with higher QALY gains in the eRAPID group but also higher costs. Exploratory subgroup analysis by disease status indicated that the eRAPID intervention was cost-effective for patients with early-stage cancers but not for patients with metastatic disease. CONCLUSION Despite small differences in QALYs and costs, the analyses show potential cost-effectiveness of online symptom monitoring, when added to usual care, particularly during adjuvant systemic treatment for early-stage cancers.
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Affiliation(s)
- Bryony Dawkins
- Academic Unit of Health Economics, Leeds Institute of Health Sciences, University of Leeds, Leeds, United Kingdom
| | - Kate Absolom
- Leeds Institute of Medical Research at St James's, University of Leeds, St James's University Hospital, Leeds, United Kingdom
- Leeds Institute of Health Sciences, University of Leeds, Leeds, United Kingdom
| | - Jenny Hewison
- Leeds Institute of Health Sciences, University of Leeds, Leeds, United Kingdom
| | - Lorraine Warrington
- Leeds Institute of Medical Research at St James's, University of Leeds, St James's University Hospital, Leeds, United Kingdom
| | - Eleanor Hudson
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, United Kingdom
| | - Patricia Holch
- Psychology, School of Humanities and Social Sciences, City Campus, Leeds Beckett University, Leeds, United Kingdom
| | - Robert Carter
- Leeds Institute of Medical Research at St James's, University of Leeds, St James's University Hospital, Leeds, United Kingdom
| | - Andrea Gibson
- Leeds Institute of Medical Research at St James's, University of Leeds, St James's University Hospital, Leeds, United Kingdom
- Psychology, School of Humanities and Social Sciences, City Campus, Leeds Beckett University, Leeds, United Kingdom
| | - Marie Holmes
- Leeds Institute of Medical Research at St James's, University of Leeds, St James's University Hospital, Leeds, United Kingdom
| | - Zoe Rogers
- Leeds Institute of Medical Research at St James's, University of Leeds, St James's University Hospital, Leeds, United Kingdom
| | - Sarah Dickinson
- Leeds Institute of Medical Research at St James's, University of Leeds, St James's University Hospital, Leeds, United Kingdom
| | - Carolyn Morris
- Independent Cancer Patients Voices, Brighton, United Kingdom
| | - Barbara Woroncow
- Research Advisory Group to Patient-Centred Outcomes Research at Leeds Institute of Medical Research at St James's, University of Leeds, St James's University Hospital, Leeds, United Kingdom
| | - Julia Brown
- Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, United Kingdom
| | - Claire Hulme
- Academic Unit of Health Economics, Leeds Institute of Health Sciences, University of Leeds, Leeds, United Kingdom
- Department of Health & Community Science, University of Exeter, St Luke's Campus, Exeter, United Kingdom
| | - Galina Velikova
- Leeds Institute of Medical Research at St James's, University of Leeds, St James's University Hospital, Leeds, United Kingdom
- Psychology, School of Humanities and Social Sciences, City Campus, Leeds Beckett University, Leeds, United Kingdom
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Müller E, Müller MJ, Boehlke C, Schäfer H, Quante M, Becker G. Screening for Palliative Care Need in Oncology: Validation of Patient-Reported Outcome Measures. J Pain Symptom Manage 2024; 67:279-289.e6. [PMID: 38154625 DOI: 10.1016/j.jpainsymman.2023.12.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 12/13/2023] [Accepted: 12/18/2023] [Indexed: 12/30/2023]
Abstract
CONTEXT Leading oncology societies recommend monitoring symptoms and support needs through patient-reported outcome measures (PROMs), but their use for assessing specialist palliative care (SPC) need has not yet been explored. Research on SPC integration has focused on staff-assessed screening tools, which are time-consuming. OBJECTIVES This study aimed to assess the diagnostic validity of the Integrated Palliative Outcome Scale (IPOS) and NCCN Distress Thermometer (NCCN DT) in identifying need for SPC in patients with incurable cancer. METHODS In a cross-sectional study, patients with incurable cancer (prognosis <2 years) completed PROMs. In an independent process, the palliative care consultation service (PCCS) assessed the need for SPC in each patient through multiprofessional case review, and this was used as the reference standard. ROC analyses were employed to determine diagnostic validity. RESULTS Of the 208 participants, 71 (34.1 %) were classified as having SPC need by the PCCS. Aiming for a minimum sensitivity of 80%, a cut-off of ≥2 items with high/very high burden in the IPOS resulted in a 90.2% sensitivity (specificity = 50; AUC = 0.791; CI 95%= 0.724-0.858). A cut-off of ≥5 resulted in a sensitivity of 80 % for NCCN DT (specificity = 49.5 %; AUC = 0.687; CI 95% = 0.596-0.777). CONCLUSION PROMs are useful for identifying SPC need in cancer patients. Their implementation might facilitate timely integration of SPC. Future research should focus on an integrated assessment approach with PROMs that combines the requirements of the different specialties to save patient and staff resources.
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Affiliation(s)
- Evelyn Müller
- Department of Palliative Medicine (E.M., M.J.M., G.B.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Michael Josef Müller
- Department of Palliative Medicine (E.M., M.J.M., G.B.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany.
| | - Christopher Boehlke
- Department of Palliative Care (C.B.), University Hospital Basel, University of Basel, Basel, Switzerland
| | - Henning Schäfer
- Department of Radiation Oncology (H.S.), Medical Center, Faculty of Medicine, University of Freiburg, German Cancer Consortium (DKTK) Partner Site Freiburg, German Cancer Research Center (DKFZ) Heidelberg, Freiburg, Germany
| | - Michael Quante
- Clinic for Internal Medicine II (M.Q.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Gerhild Becker
- Department of Palliative Medicine (E.M., M.J.M., G.B.), Medical Center - University of Freiburg, Faculty of Medicine, University of Freiburg, Freiburg, Germany
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Vardar O, Serçekuş P. The effect of a mobile application for patients living with gynaecological cancer on their physical and psychosocial adaptation. Int J Palliat Nurs 2024; 30:128-137. [PMID: 38517850 DOI: 10.12968/ijpn.2024.30.3.128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/24/2024]
Abstract
BACKGROUND Education of patients with cancer and patient self-management allow better clinical outcomes using e-health or mobile health applications. AIMS To develop a mobile application to increase the physical and psychosocial adaptation for patients with gynecological cancer who are receiving chemotherapy and to investigate the effectiveness of the mobile application. METHODS This study was planned as a parallel, single-blind, pre-post test randomised controlled experimental study in which two groups (intervention-control) will be compared. A total of 52 gynecological cancer patients were planned to be included in the study. FINDINGS This study is in the protocol stage. Therefore, the results of the study have not yet been reported. CONCLUSIONS Evidence-based information within JineOnkolojik Destek provides rich data on coping with chemotherapy. In addition, the visual and auditory elements, real patient stories and videos, and the ability to ask questions and receive counselling from the research team can positively affect the physical and psychosocial health of the cancer survivors.
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Affiliation(s)
- Okan Vardar
- Lecturer, Faculty of Health Sciences, Pamukkale University, Türkiye
| | - Pınar Serçekuş
- Professor, Faculty of Health Sciences, Pamukkale University, Türkiye
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24
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Hartup S, Briggs M. Managing chronic pain after breast cancer treatments: are web-based interventions the future? Curr Opin Support Palliat Care 2024; 18:47-54. [PMID: 38170201 DOI: 10.1097/spc.0000000000000691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2024]
Abstract
PURPOSE OF THE REVIEW Chronic post-treatment pain in breast cancer affects a high proportion of patients. Symptom burden and financial costs are increasingly impacting patients and healthcare systems because of improved treatments and survival rates. Supporting long-term breast cancer symptoms using novel methodology has been examined, yet few have explored the opportunity to utilise these interventions for prevention. This review aims to explore the need for, range of, and effectiveness of such interventions. RECENT FINDINGS Three papers describe risk factors for chronic pain, with six recent papers describing the use of interventions for acute pain in the surgical setting. The evidence for the effectiveness of these interventions to improve pain management in this setting is limited but tentatively positive. The results have to take into account the variation between systems and limited testing. SUMMARY Multiple types of intervention emerged and appear well accepted by patients. Most assessed short-term impact and did not evaluate for reduction in chronic pain. Such interventions require rigorous effectiveness testing to meet the growing needs of post-treatment pain in breast cancer. A detailed understanding of components of web-based interventions and their individual impact on acute pain and chronic pain is needed within future optimisation trials. Their effectiveness as preventative tools are yet to be decided.
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Affiliation(s)
- Sue Hartup
- St James's University Hospital, Leeds Teaching Hospitals NHS Trust, Leeds
| | - Michelle Briggs
- Pain Research Institute, School of Health Sciences, Faculty of Health and Life Science University of Liverpool
- Liverpool University Hospitals NHS Foundation Trust, Liverpool, UK
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25
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Lai-Kwon J, Rutherford C, Jefford M, Gore C, Best S. Using Implementation Science Frameworks to Guide the Use of Electronic Patient-Reported Outcome Symptom Monitoring in Routine Cancer Care. JCO Oncol Pract 2024; 20:335-349. [PMID: 38206290 DOI: 10.1200/op.23.00462] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 11/02/2023] [Accepted: 11/20/2023] [Indexed: 01/12/2024] Open
Abstract
PURPOSE Electronic patient-reported outcomes (ePROs) are an evidence-based means of detecting symptoms earlier and improving patient outcomes. However, there are few examples of successful implementation in routine cancer care. We conducted a qualitative study to identify barriers and facilitators to implementing ePRO symptom monitoring in routine cancer care using the Consolidated Framework for Implementation Research (CFIR). METHODS Participants were adult patients with cancer, their caregivers, or health care professionals involved in ePRO monitoring or processes. Focus groups or individual interviews were conducted using a semistructured approach informed by the CFIR. Data were analyzed deductively using the CFIR. Barriers were matched to theory-informed implementation strategies using the CFIR-Expert Recommendations for Implementing Change (ERIC) matching tool. RESULTS Thirty participants were interviewed: 22 females (73%), aged 31-70 years (28, 94%), comprising patients (n = 8), caregivers (n = 2), medical oncologists (n = 4), nurses (n = 4), hospital leaders (n = 6), clinic administrators (n = 2), pharmacists (n = 2), and information technology specialists (n = 2). Barriers pertaining to four CFIR domains were identified and several were novel, including the challenge of adapting ePROs for different anticancer treatments. Facilitators pertaining to all CFIR domains were identified, such as leveraging acceptability of remote care post-COVID-19 to drive implementation. Conducting consensus discussions with stakeholders to tailor ePROs to the local setting, identifying/preparing individual and group-level champions, and assessing readiness for change (including leveraging technological advances and increased confidence in using remote monitoring post-COVID-19) were the most frequently recommended implementation strategies. CONCLUSION The CFIR facilitated identification of known and novel barriers and facilitators to implementing ePRO symptom monitoring in routine cancer care. Implementation strategies summarized in a conceptual framework will be used to codesign an ePRO symptom monitoring system for immunotherapy side effects.
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Affiliation(s)
- Julia Lai-Kwon
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
- Department of Health Services Research, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Claudia Rutherford
- Cancer Care Research Unit (CCRU), Susan Wakil School of Nursing and Midwifery, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Michael Jefford
- Department of Medical Oncology, Peter MacCallum Cancer Centre, Melbourne, Australia
- Department of Health Services Research, Peter MacCallum Cancer Centre, Melbourne, Australia
- Australian Cancer Survivorship Centre, Peter MacCallum Cancer Centre, Melbourne, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Australia
| | - Claire Gore
- Department of Psychology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Stephanie Best
- Department of Health Services Research, Peter MacCallum Cancer Centre, Melbourne, Australia
- Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, Australia
- Department of Psychology, Peter MacCallum Cancer Centre, Melbourne, Australia
- Australian Genomics, Murdoch Childrens Research Institute, Melbourne, Australia
- Victorian Comprehensive Cancer Centre Alliance, Melbourne, Australia
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26
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Yunis R, Fonda SJ, Aghaee S, Kubo A, Davis SW, Liu R, Neeman E, Oakley-Girvan I. Mobile app activity engagement by cancer patients and their caregivers informs remote monitoring. Sci Rep 2024; 14:3375. [PMID: 38336943 PMCID: PMC10858186 DOI: 10.1038/s41598-024-53373-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2023] [Accepted: 01/31/2024] [Indexed: 02/12/2024] Open
Abstract
Mobile phone applications ("apps") are potentially an effective, low-burden method to collect patient-reported outcomes outside the clinical setting. Using such apps consistently and in a timely way is critical for complete and accurate data capture, but no studies of concurrent reporting by cancer patient-caregiver dyads have been published in the peer-reviewed literature. This study assessed app engagement, defined as adherence, timing, and attrition with two smartphone applications, one for adult cancer patients and one for their informal caregivers. This was a single-arm, pilot study in which adult cancer patients undergoing IV chemotherapy or immunotherapy used the DigiBioMarC app, and their caregivers used the TOGETHERCare app, for approximately one month to report weekly on the patients' symptoms and wellbeing. Using app timestamp metadata, we assessed user adherence, overall and by participant characteristics. Fifty patient-caregiver dyads completed the study. Within the one-month study period, both adult cancer patients and their informal caregivers were highly adherent, with app activity completion at 86% for cancer patients and 84% for caregivers. Caregivers completed 86% of symptom reports, while cancer patients completed 89% of symptom reports. Cancer patients and their caregivers completed most activities within 48 h of availability on the app. These results suggest that the DigiBioMarC and TOGETHERCare apps can be used to collect patient- and caregiver-reported outcomes data during intensive treatment. From our research, we conclude that metadata from mobile apps can be used to inform clinical teams about study participants' engagement and wellbeing outside the clinical setting.
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Affiliation(s)
- Reem Yunis
- Strategy and Science Departments, Medable Inc., 525 University Avenue, Suite A70, Palo Alto, CA, 94301, USA
| | | | - Sara Aghaee
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Ai Kubo
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Sharon W Davis
- Strategy and Science Departments, Medable Inc., 525 University Avenue, Suite A70, Palo Alto, CA, 94301, USA
| | - Raymond Liu
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
- Department of Hematology Oncology, Kaiser Permanente Northern California, San Francisco, CA, USA
| | - Elad Neeman
- San Rafael Medical Center, Kaiser Permanente Northern California, San Rafael, CA, USA
| | - Ingrid Oakley-Girvan
- Strategy and Science Departments, Medable Inc., 525 University Avenue, Suite A70, Palo Alto, CA, 94301, USA.
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27
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Peerenboom R, Ackroyd S, Lee N. The burden of cervical cancer survivorship: Understanding morbidity and survivorship needs through hospital admissions. Gynecol Oncol Rep 2024; 51:101328. [PMID: 38318201 PMCID: PMC10839575 DOI: 10.1016/j.gore.2024.101328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 01/16/2024] [Accepted: 01/17/2024] [Indexed: 02/07/2024] Open
Abstract
Objective To describe disease- and treatment-related survivorship burden amongst survivors of cervical cancer and identify risk factors for hospital admissions after initial treatment. Methods Retrospective chart review including patients treated for cervical cancer from 2014 to 2020 at a single urban academic institution. Clinical, demographic, and hospital admission characteristics were summarized. Associations between patient characteristics and likelihood of admission were examined using univariate and multivariate regression. Results Of 366 patients undergoing surveillance following completion of primary treatment, 156 (43 %) were hospitalized for cancer or treatment-related sequela in the median follow-up of 3.6 years (IQR 1.4-6.4), with a median of 2 admissions (IQR 1-4.5) per patient and 570 unique admissions. While 65 (35 %) of admitted patients had multiple reasons for admission, the most common reasons for admission were: gastrointestinal complications (43 %), infection (38 %), genitourinary complications (33 %), and pain control (23 %). A substantial proportion of admitted patients underwent interventions including surgical procedures (57 %), transfusion of blood products (40 %), and interventional radiology procedures (28 %) and utilized supportive care services including case management (53 %), physical therapy (40 %), and occupational therapy (36 %). On multivariate analysis, odds of admission were higher among Black patients (aOR 2.4, p <.01), uninsured patients (aOR 2.7, p <.05), those with lower performance status (aOR 1.4, p <.05), and those with recurrence (aOR 5.5, p <.001). Conclusion Survivors of cervical cancer represent a high-risk population frequently hospitalized after initial treatment. Black patients, uninsured patients, those with recurrence, and those with lower performance status faced higher odds of admission. Comprehensive, team-based care is necessary to address complex survivorship needs.
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Affiliation(s)
- Rayne Peerenboom
- University of Chicago, Pritzker School of Medicine, United States
| | - Sarah Ackroyd
- University of Chicago, Department of Obstetrics and Gynecology, Section of Gynecologic Oncology, United States
| | - Nita Lee
- University of Chicago, Department of Obstetrics and Gynecology, Section of Gynecologic Oncology, United States
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Safavi AH, Bryson E, Delibasic V, Tjong MC, Hallet J, Mahar A, Davis LE, Wright FC, Parmar A, Coburn NG, Louie AV. Enhancing Symptom Screening and Patient Education Among Patients with Metastatic Lung Cancer: a Qualitative Analysis. JOURNAL OF CANCER EDUCATION : THE OFFICIAL JOURNAL OF THE AMERICAN ASSOCIATION FOR CANCER EDUCATION 2024; 39:86-95. [PMID: 37962792 DOI: 10.1007/s13187-023-02379-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 10/22/2023] [Indexed: 11/15/2023]
Abstract
We explored perspectives of patients with metastatic non-small cell lung cancer (mNSCLC) on symptom screening and population-level patient-reported outcome (PRO) data regarding common symptom trajectories in the year after diagnosis. A qualitative study of patients with mNSCLC was conducted at a Canadian tertiary cancer centre. English-speaking patients diagnosed ≥ 6 months prior to study invitation were recruited, and semi-structured one-on-one interviews were conducted. Patient and treatment characteristics were obtained via chart review. Anonymized interview transcripts underwent deductive-inductive coding and thematic content analysis. Among ten participants (5 (50%) females; median (range) age, 68 (56-77) years; median (range) time since diagnosis, 28.5 (6-72) months; 6 (60%) with smoking histories), six themes were identified in total. Two themes were identified regarding symptom screening: (1) screening is useful for symptom self-monitoring and disclosure to the healthcare team, (2) screening of additional quality-of-life (QOL) domains (smoking-related stigma, sexual dysfunction, and financial toxicity) is desired. Four themes were identified regarding population-level symptom trajectory PRO data: (1) data provide reassurance and motivation to engage in symptom self-management, (2) data should be disclosed after an oncologic treatment plan is developed, (3) data should be communicated via in-person discussion with accompanying patient-education resources, and (4) communication of data should include reassurance about symptom stabilization, acknowledgement of variability in patient experience, and strategies for symptom self-management. The themes and recommendations derived from the patient experience with mNSCLC provide guidance for enhanced symptom screening and utilization of population-level symptom trajectory data for patient education.
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Affiliation(s)
- Amir H Safavi
- Department of Radiation Oncology, Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada
| | - Emily Bryson
- Faculty of Medicine, University of Toronto, 1 King's College Circle, Toronto, ON, M5S 1A8, Canada
| | - Victoria Delibasic
- Department of Surgery, Sunnybrook Health Sciences Centre-Odette Cancer Centre, 2075 Bayview Avenue, Toronto, ON, T2 163M4N 3M5, Canada
| | - Michael C Tjong
- Department of Radiation Oncology, Dana-Farber Cancer Institute and Brigham and Women's Hospital, 450 Brookline Avenue, Boston, MA, 02215, USA
| | - Julie Hallet
- Department of Surgery, Sunnybrook Health Sciences Centre-Odette Cancer Centre, 2075 Bayview Avenue, Toronto, ON, T2 163M4N 3M5, Canada
| | - Alyson Mahar
- School of Nursing, Queen's University, 92 Barrie Street, Kingston, ON, K7L 3N6, Canada
| | - Laura E Davis
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, 2001 McGill College Suite 1200, Montreal, QC, H3A 1G1, Canada
| | - Frances C Wright
- Department of Surgery, Sunnybrook Health Sciences Centre-Odette Cancer Centre, 2075 Bayview Avenue, Toronto, ON, T2 163M4N 3M5, Canada
| | - Ambica Parmar
- Division of Medical Oncology and Hematology, Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada
| | - Natalie G Coburn
- Department of Radiation Oncology, Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada
- Department of Surgery, Sunnybrook Health Sciences Centre-Odette Cancer Centre, 2075 Bayview Avenue, Toronto, ON, T2 163M4N 3M5, Canada
| | - Alexander V Louie
- Department of Radiation Oncology, Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada.
- Department of Surgery, Sunnybrook Health Sciences Centre-Odette Cancer Centre, 2075 Bayview Avenue, Toronto, ON, T2 163M4N 3M5, Canada.
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Lopez CJ, Jones JM, Campbell KL, Bender JL, Strudwick G, Langelier DM, Reiman T, Greenland J, Neil-Sztramko SE. A pre-implementation examination of barriers and facilitators of an electronic prospective surveillance model for cancer rehabilitation: a qualitative study. BMC Health Serv Res 2024; 24:17. [PMID: 38178095 PMCID: PMC10768357 DOI: 10.1186/s12913-023-10445-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Accepted: 12/06/2023] [Indexed: 01/06/2024] Open
Abstract
BACKGROUND An electronic Prospective Surveillance Model (ePSM) uses patient-reported outcomes to monitor symptoms along the cancer pathway for timely identification and treatment. Randomized controlled trials show that ePSMs can effectively manage treatment-related adverse effects. However, an understanding of optimal approaches for implementing these systems into routine cancer care is limited. This study aimed to identify barriers and facilitators prior to the implementation of an ePSM to inform the selection of implementation strategies. METHODS A qualitative study using virtual focus groups and individual interviews was conducted with cancer survivors, oncology healthcare providers, and clinic leadership across four cancer centres in Canada. The Consolidated Framework for Implementation Research (CFIR) guided the interviews and analysis of barriers and facilitators based on five domains (intervention characteristics, individual characteristics, inner setting, outer setting, and process). RESULTS We conducted 13 focus groups and nine individual interviews with 13 patient participants and 56 clinic staff. Of the 39 CFIR constructs, 18 were identified as relevant determinants to the implementation. The adaptability, relative advantage, and complexity of an ePSM emerged as key intervention-level factors that could influence implementation. Knowledge of the system was important at the individual level. Within the inner setting, major determinants were the potential fit of an ePSM with clinical workflows (compatibility) and the resources that could be dedicated to the implementation effort (readiness for implementation). In the outer setting, meeting the needs of patients and the availability of rehabilitation supports were key determinants. Engaging various stakeholders was critical at the process level. CONCLUSIONS Improving the implementation of ePSMs in routine cancer care has the potential to facilitate early identification and management of treatment-related adverse effects, thereby improving quality of life. This study provides insight into important factors that may influence the implementation of an ePSM, which can be used to select appropriate implementation strategies to address these factors.
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Affiliation(s)
- Christian J Lopez
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, 200 Elizabeth St, Toronto, ON, M5G 2C4, Canada.
- Institute of Medical Science, University of Toronto, Toronto, Canada.
| | - Jennifer M Jones
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, 200 Elizabeth St, Toronto, ON, M5G 2C4, Canada
- Institute of Medical Science, University of Toronto, Toronto, Canada
| | - Kristin L Campbell
- Department of Physical Therapy, University of British Columbia, Vancouver, Canada
| | - Jackie L Bender
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, 200 Elizabeth St, Toronto, ON, M5G 2C4, Canada
| | - Gillian Strudwick
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Canada
| | - David M Langelier
- Department of Supportive Care, Princess Margaret Cancer Centre, University Health Network, 200 Elizabeth St, Toronto, ON, M5G 2C4, Canada
- Institute of Medical Science, University of Toronto, Toronto, Canada
| | - Tony Reiman
- Department of Oncology, Saint John Regional Hospital, Saint John, Canada
- Department of Medicine, Dalhousie University, Halifax, Canada
| | - Jonathan Greenland
- Faculty of Medicine, Memorial University of Newfoundland, St John's, Canada
- Dr. H. Bliss Murphy Cancer Centre, Eastern Health, St. John's, Canada
| | - Sarah E Neil-Sztramko
- Faculty of Health Sciences, McMaster University, Hamilton, Canada
- National Collaborating Centre for Methods and Tools, McMaster University, Hamilton, Canada
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Salmani H, Nasiri S, Ahmadi M. The advantages, disadvantages, threats, and opportunities of electronic patient-reported outcome systems in cancer: A systematic review. Digit Health 2024; 10:20552076241257146. [PMID: 38812853 PMCID: PMC11135117 DOI: 10.1177/20552076241257146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Accepted: 05/07/2024] [Indexed: 05/31/2024] Open
Abstract
Objective Electronic patient-reported outcome (ePRO) systems hold promise for revolutionizing communication between cancer patients and healthcare providers across various care settings. This systematic review explores the multifaceted landscape of ePROs in cancer care, encompassing their advantages, disadvantages, potential risks, and opportunities for improvement. Methods In our systematic review, we conducted a rigorous search in Scopus, Web of Science, and PubMed, employing comprehensive medical subject heading terms for ePRO and cancer, with no date limitations up to 2024. Studies were critically appraised and thematically analyzed based on inclusion and exclusion criteria, including considerations of advantages, disadvantages, opportunities, and threats. Findings Analyzing 85 articles revealed 69 themes categorized into four key areas. Advantages (n = 14) were dominated by themes like "improved quality of life and care." Disadvantages (n = 26) included "limited access and technical issues." Security concerns and lack of technical skills were prominent threats (n = 10). Opportunities (n = 19) highlighted advancements in symptom management and potential solutions for technical challenges. Conclusion This review emphasizes the crucial role of continuous exploration, integration, and innovation in ePRO systems for optimizing patient outcomes in cancer care. Beyond traditional clinical settings, ePROs hold promise for applications in survivorship, palliative care, and remote monitoring. By addressing existing limitations and capitalizing on opportunities, ePROs can empower patients, enhance communication, and ultimately improve care delivery across the entire cancer care spectrum.
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Affiliation(s)
- Hosna Salmani
- Department of Health Information Management, School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Somayeh Nasiri
- Department of Health Information Management, School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, Iran
| | - Maryam Ahmadi
- Department of Health Information Management, School of Health Management and Information Sciences, Iran University of Medical Sciences, Tehran, Iran
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Pappot H, Björnsson BP, Krause O, Bæksted C, Bidstrup PE, Dalton SO, Johansen C, Knoop A, Vogelius I, Holländer-Mieritz C. Machine learning applied in patient-reported outcome research-exploring symptoms in adjuvant treatment of breast cancer. Breast Cancer 2024; 31:148-153. [PMID: 37940813 DOI: 10.1007/s12282-023-01515-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Accepted: 10/15/2023] [Indexed: 11/10/2023]
Abstract
BACKGROUND Patient-reported outcome (PRO) data may help us better understand the life of breast cancer patients. We have previously collected PRO data in a national Danish breast cancer study in patients undergoing adjuvant chemotherapy. The aim of the present post-hoc explorative study is to apply Machine Learning (ML) algorithms using permutation importance to explore how specific PRO symptoms influence nonadherence to six cycles of planned adjuvant chemotherapy in breast cancer patients. METHODS We here investigate ePRO-data from the 347 patients. The ePRO presented 42 PROCTCAE questions on 25 symptoms. Patients completed the ePRO before each cycle of chemotherapy. Number of patients with completion of the scheduled six cycles of chemotherapy were registered. Two ML models were applied. One aimed at discovering the individual relative importance of the different questions in the dataset while the second aimed at discovering the relationships between the questions. Permutation importance was used. RESULTS Out of 347 patients 238 patients remained in the final dataset, 15 patients dropped out. Two symptoms: aching joints and numbness/tingling, were the most important for dropout in the final dataset, each with an importance value of about 0.04. Model's average ROC-AUC-score being 0.706. In the second model a low performance score made the results very unreliable. CONCLUSION In conclusion, this explorative data analysis using ML methodologies in an ePRO dataset from a population of women with breast cancer treated with adjuvant chemotherapy unravels that the symptoms aching joints and numbness/tingling could be important for drop out of planned adjuvant chemotherapy.
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Affiliation(s)
- Helle Pappot
- Department of Oncology, Rigshospitalet Section 5073, University Hospital of Copenhagen, Blegdamsvej 9, 2100, Copenhagen, Denmark.
- Institute of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark.
| | - Benóný P Björnsson
- Department of Computer Science, University of Copenhagen, Copenhagen, Denmark
| | - Oswin Krause
- Department of Computer Science, University of Copenhagen, Copenhagen, Denmark
| | | | - Pernille E Bidstrup
- Danish Cancer Society Research Center, Copenhagen, Denmark
- Institute of Psychology, University of Copenhagen, Copenhagen, Denmark
| | - Susanne O Dalton
- Institute of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
- Danish Cancer Society Research Center, Copenhagen, Denmark
| | - Christoffer Johansen
- Department of Oncology, Rigshospitalet Section 5073, University Hospital of Copenhagen, Blegdamsvej 9, 2100, Copenhagen, Denmark
- Institute of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Ann Knoop
- Department of Oncology, Rigshospitalet Section 5073, University Hospital of Copenhagen, Blegdamsvej 9, 2100, Copenhagen, Denmark
| | - Ivan Vogelius
- Department of Oncology, Rigshospitalet Section 5073, University Hospital of Copenhagen, Blegdamsvej 9, 2100, Copenhagen, Denmark
- Institute of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Cecilie Holländer-Mieritz
- Department of Oncology, Rigshospitalet Section 5073, University Hospital of Copenhagen, Blegdamsvej 9, 2100, Copenhagen, Denmark
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Unni E, Coles T, Lavallee DC, Freel J, Roberts N, Absolom K. Patient adherence to patient-reported outcome measure (PROM) completion in clinical care: current understanding and future recommendations. Qual Life Res 2024; 33:281-290. [PMID: 37695476 PMCID: PMC10784330 DOI: 10.1007/s11136-023-03505-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/11/2023] [Indexed: 09/12/2023]
Abstract
BACKGROUND Patient-reported outcome measures (PROMs) are increasingly being used as an assessment and monitoring tool in clinical practice. However, patient adherence to PROMs completions are typically not well documented or explained in published studies and reports. Through a collaboration between the International Society for Quality-of-Life Research (ISOQOL) Patient Engagement and QOL in Clinical Practice Special Interest Groups (SIGs) case studies were collated as a platform to explore how adherence can be evaluated and understood. Case studies were drawn from across a range of clinically and methodologically diverse PROMs activities. RESULTS The case studies identified that the influences on PROMs adherence vary. Key drivers include PROMs administeration methods within a service and wider system, patient capacity to engage and clinician engagement with PROMs information. It was identified that it is important to evaluate PROMs integration and adherence from multiple perspectives. CONCLUSION PROM completion rates are an important indicator of patient adherence. Future research prioritizing an understanding of PROMs completion rates by patients is needed.
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Affiliation(s)
| | | | | | - Jennifer Freel
- University of Pittsburgh Medical Centre, Pittsburg, PA, USA
| | - Natasha Roberts
- The University of Queensland Centre for Clinical Research, Herston, QLD, Australia.
- STARS Education and Research Alliance, Surgical Treatment and Rehabilitation Service (STARS), The University of Queensland and Metro North Health, Herston, QLD, Australia.
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Mazza GL. Can time to deterioration in patient-reported outcomes be a surrogate for overall survival? J Natl Cancer Inst 2023; 115:1442-1444. [PMID: 37659104 DOI: 10.1093/jnci/djad162] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Accepted: 07/29/2023] [Indexed: 09/04/2023] Open
Affiliation(s)
- Gina L Mazza
- Department of Quantitative Health Sciences, Mayo Clinic, Scottsdale, AZ, USA
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Parikh RB, Schriver E, Ferrell WJ, Wakim J, Williamson J, Khan N, Kopinsky M, Balachandran M, Gabriel PE, Schuchter LM, Patel MS, Shulman LN, Manz CR. Remote Patient-Reported Outcomes and Activity Monitoring to Improve Patient-Clinician Communication Regarding Symptoms and Functional Status: A Randomized Controlled Trial. JCO Oncol Pract 2023; 19:1143-1151. [PMID: 37816198 PMCID: PMC10732505 DOI: 10.1200/op.23.00048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 06/08/2023] [Accepted: 08/29/2023] [Indexed: 10/12/2023] Open
Abstract
PURPOSE Routine collection of patient-generated health data (PGHD) may promote earlier recognition of symptomatic and functional decline. This trial assessed the impact of an intervention integrating remote PGHD collection with patient nudges on symptom and functional status understanding between patients with advanced cancer and their oncology team. METHODS This three-arm randomized controlled trial was conducted from November 19, 2020, to December 17, 2021, at a large tertiary oncology practice. We enrolled patients with stage IV GI and lung cancers undergoing chemotherapy. Over 6 months, patients in two intervention arms received PROStep-weekly text message-based symptom surveys and passive activity monitoring using a wearable accelerometer. PGHD were summarized in dashboards given to patients' oncology team before appointments. One intervention arm received an additional text-based active choice prompt to discuss worsening symptoms or functional status with their clinician. Control patients did not receive PROStep. The coprimary outcomes patient perceptions of oncology team symptom and functional understanding at 6 months were measured on a 1-5 Likert scale (5 = high understanding). RESULTS One hundred eight patients enrolled: 55% male, 81% White, and 77% had GI cancers. Patient-reported clinician understanding did not differ between control and intervention arms for symptoms (4.5 v 4.5; P = .87) or functional status (4.5 v 4.3; P = .31). In the intervention arms, combined patient adherence to weekly symptom reports and daily activity monitoring was 64% and 53%, respectively. Intervention patients in the PROStep versus PROStep + active choice arms reported low burden from wearing the accelerometer (mean burden [standard deviation], 2.7 [1.3] v 2.1 [1.3]; P = .15) and completing surveys (2.1 [1.2] v 1.9 [1.3]; P = .44). CONCLUSION Patients receiving PROStep reported high understanding of symptoms and functional status from their oncology team, although this did not differ from controls.
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Affiliation(s)
- Ravi B. Parikh
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
- Leonard Davis Institute for Health Economics, University of Pennsylvania, Philadelphia, PA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA
| | - Emily Schriver
- Institute for Biomedical Informatics, University of Pennsylvania, Philadelphia, PA
- Penn Medicine Predictive Healthcare, University of Pennsylvania Health System, Philadelphia, PA
| | - William J. Ferrell
- Leonard Davis Institute for Health Economics, University of Pennsylvania, Philadelphia, PA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Jonathan Wakim
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Joelle Williamson
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Neda Khan
- Leonard Davis Institute for Health Economics, University of Pennsylvania, Philadelphia, PA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
- Center for Health Care Innovation, Penn Medicine, Philadelphia, PA
| | - Michael Kopinsky
- Center for Health Care Innovation, Penn Medicine, Philadelphia, PA
| | | | - Peter E. Gabriel
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
| | - Lynn M. Schuchter
- Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA
| | | | | | - Christopher R. Manz
- Division of Population Sciences, Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Harvard University, Boston, MA
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Govindaraj R, Agar M, Currow D, Luckett T. Assessing Patient-Reported Outcomes in Routine Cancer Clinical Care Using Electronic Administration and Telehealth Technologies: Realist Synthesis of Potential Mechanisms for Improving Health Outcomes. J Med Internet Res 2023; 25:e48483. [PMID: 38015606 PMCID: PMC10716761 DOI: 10.2196/48483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 07/13/2023] [Accepted: 10/26/2023] [Indexed: 11/29/2023] Open
Abstract
BACKGROUND The routine measurement of patient-reported outcomes in cancer clinical care using electronic patient-reported outcome measures (ePROMs) is gaining momentum worldwide. However, a deep understanding of the mechanisms underpinning ePROM interventions that could inform their optimal design to improve health outcomes is needed. OBJECTIVE This study aims to identify the implicit mechanisms that underpin the effectiveness of ePROM interventions and develop program theories about how and when ePROM interventions improve health outcomes. METHODS A realist synthesis of the literature about ePROM interventions in cancer clinical care was performed. A conceptual framework of ePROM interventions was constructed to define the scope of the review and frame the initial program theories. Literature searches of Ovid MEDLINE, Ovid Embase, Scopus, and CINAHL, supplemented by citation tracking, were performed to identify relevant literature to develop, refine, and test program theories. Quality appraisal of relevant studies was performed using the Mixed Methods Appraisal Tool. RESULTS Overall, 61 studies were included in the realist synthesis: 15 (25%) mixed methods studies, 9 (15%) qualitative studies, 13 (21%) descriptive studies, 21 (34%) randomized controlled trials, and 3 (5%) quasi-experimental studies. In total, 3 initial program theories were developed regarding the salient components of ePROM interventions-remote self-reporting, real-time feedback to clinicians, and clinician-patient telecommunication. The refined theories posit that remote self-reporting enables patients to recognize and report symptoms accurately and empowers them to communicate these to clinicians, real-time feedback prompts clinicians to manage symptoms proactively, and clinician-patient telephone interactions and e-interactions between clinic encounters improve symptom management by reshaping how clinicians and patients communicate. However, the intervention may not achieve the intended benefit if ePROMs become a reminder to patients of their illness and are not meaningful to them and when real-time feedback to clinicians lacks relevance and increases the workload. CONCLUSIONS The key to improving health outcomes through ePROM interventions is enabling better symptom reporting and communication through remote symptom self-reporting, promoting proactive management of symptoms through real-time clinician feedback, and facilitating clinician-patient interactions. Patient engagement with self-reporting and clinician engagement in responding to feedback are vital and may reinforce each other in improving outcomes. Effective ePROM interventions might fundamentally alter how clinicians and patients interact between clinic encounters.
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Affiliation(s)
- Ramkumar Govindaraj
- Department of Radiation Oncology, Royal Adelaide Hospital, Adelaide, Australia
- Faculty of Health and Medical Sciences, University of Adelaide, Adelaide, Australia
- IMPACCT - Improving Palliative, Aged and Chronic Care through Clinical Research and Translation, Faculty of Health, University of Technology Sydney, Sydney, Australia
| | - Meera Agar
- IMPACCT - Improving Palliative, Aged and Chronic Care through Clinical Research and Translation, Faculty of Health, University of Technology Sydney, Sydney, Australia
| | - David Currow
- IMPACCT - Improving Palliative, Aged and Chronic Care through Clinical Research and Translation, Faculty of Health, University of Technology Sydney, Sydney, Australia
- Faculty of Science, Medicine and Health, University of Wollongong, Wollongong, Australia
| | - Tim Luckett
- IMPACCT - Improving Palliative, Aged and Chronic Care through Clinical Research and Translation, Faculty of Health, University of Technology Sydney, Sydney, Australia
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Oakley-Girvan I, Yunis R, Fonda SJ, Longmire M, Veuthey TL, Shieh J, Aghaee S, Kubo A, Davis SW, Liu R, Neeman E. Correlation Between Remote Symptom Reporting by Caregivers and Adverse Clinical Outcomes: Mixed Methods Study. J Med Internet Res 2023; 25:e49100. [PMID: 37988151 PMCID: PMC10698661 DOI: 10.2196/49100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2023] [Revised: 07/23/2023] [Accepted: 09/30/2023] [Indexed: 11/22/2023] Open
Abstract
BACKGROUND Timely collection of patient-reported outcomes (PROs) decreases emergency department visits and hospitalizations and increases survival. However, little is known about the outcome predictivity of unpaid informal caregivers' reporting using similar clinical outcome assessments. OBJECTIVE The aim of this study is to assess whether caregivers and adults with cancer adhered to a planned schedule for electronically collecting patient-reported outcomes (PROs) and if PROs were associated with future clinical events. METHODS We developed 2 iPhone apps to collect PROs, one for patients with cancer and another for caregivers. We enrolled 52 patient-caregiver dyads from Kaiser Permanente Northern California in a nonrandomized study. Participants used the apps independently for 4 weeks. Specific clinical events were obtained from the patients' electronic health records up to 6 months following the study. We used logistic and quasi-Poisson regression analyses to test associations between PROs and clinical events. RESULTS Participants completed 97% (251/260) of the planned Patient-Reported Outcomes Common Terminology Criteria for Adverse Events (PRO-CTCAE) surveys and 98% (254/260) of the Patient-Reported Outcomes Measurement Information System (PROMIS) surveys. PRO-CTCAE surveys completed by caregivers were associated with patients' hospitalizations or emergency department visits, grade 3-4 treatment-related adverse events, dose reductions (P<.05), and hospice referrals (P=.03). PROMIS surveys completed by caregivers were associated with hospice referrals (P=.02). PRO-CTCAE surveys completed by patients were not associated with any clinical events, but their baseline PROMIS surveys were associated with mortality (P=.03), while their antecedent or final PROMIS surveys were associated with all clinical events examined except for total days of treatment breaks. CONCLUSIONS In this study, caregivers and patients completed PROs using smartphone apps as requested. The association of caregiver PRO-CTCAE surveys with patient clinical events suggests that this is a feasible approach to reducing patient burden in clinical trial data collection and may help provide early information about increasing symptom severity.
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Affiliation(s)
| | - Reem Yunis
- Medable Inc, Palo Alto, CA, United States
| | | | | | - Tess L Veuthey
- Kaiser Permanente Northern California, San Francisco, CA, United States
| | - Jennifer Shieh
- Kaiser Permanente Northern California, San Francisco, CA, United States
| | - Sara Aghaee
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, United States
| | - Ai Kubo
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, United States
| | | | - Raymond Liu
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, United States
- Department of Hematology Oncology, Kaiser Permanente Northern California, San Francisco, CA, United States
| | - Elad Neeman
- Kaiser Permanente Northern California, San Rafael, CA, United States
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Li D, Huang Q, Zhang W, Yuan C, Wu F. Effects of routine collection of patient-reported outcomes on patient health outcomes in oncology settings: A systematic review. Asia Pac J Oncol Nurs 2023; 10:100297. [PMID: 37885765 PMCID: PMC10597759 DOI: 10.1016/j.apjon.2023.100297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 08/18/2023] [Indexed: 10/28/2023] Open
Abstract
Objective This study aims to investigate the potential benefits of integrating patient-reported outcomes (PROs) into routine clinical practice for patients undergoing active anticancer treatment. Methods We conducted a comprehensive systematic review of randomized controlled trials involving cancer patients undergoing active anticancer treatment, spanning various cancer types and stages. The review covered four electronic databases (Medline, EMBASE, Cochrane Library, and CINAHL) up to September 2022. Key inclusion criteria focused on the incorporation of PROs as a routine intervention. Bias assessment followed the Cochrane collaboration's criteria, while the synthesis of results utilized effect size measurements (Cohen's d). The study adhered to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. Results Out of 1549 initially screened records, 16 published randomized controlled trials encompassing 5300 patients met the inclusion criteria. The interventions involved 18 different PROs measurements, with prominent tools being EORTC QLQ-C30 (utilized in four trials) and PRO-CTCAE (utilized in four trials). Measured endpoints included overall quality of life (12 trials), physical health (11 trials), mental health (7 trials), and social health (5 trials). Overall, the study revealed a limited number of statistically significant findings, with predominantly small to moderate effect sizes associated with the interventions. Conclusions The findings suggest that the routine integration of PROs into clinical practice does not yield definitive advantages in terms of PROs. It is apparent that further efforts are necessary to ascertain the impact of these interventions on patient health. Systematic review registration The review protocol was registered on PROSPERO (ID: CRD42022365456).
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Affiliation(s)
- Danyu Li
- School of Nursing, Fudan University, Shanghai, China
| | - Qingmei Huang
- School of Nursing, Fudan University, Shanghai, China
| | - Wen Zhang
- School of Nursing, Fudan University, Shanghai, China
| | | | - Fulei Wu
- School of Nursing, Fudan University, Shanghai, China
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Li Y, Li J, Hu X. The effectiveness of symptom management interventions based on electronic patient-reported outcomes (ePROs) for symptom burden, quality of life, and overall survival among patients with cancer: A meta-analysis of randomized controlled trials. Int J Nurs Stud 2023; 147:104588. [PMID: 37690275 DOI: 10.1016/j.ijnurstu.2023.104588] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Revised: 07/10/2023] [Accepted: 08/11/2023] [Indexed: 09/12/2023]
Abstract
OBJECTIVE To explore the effectiveness of ePRO-based symptom management interventions on symptom burden, quality of life, and overall survival among patients with cancer for the first time and to explore the effects of different types of these interventions. BACKGROUND Since advances in screening and treatment have transformed cancer into a chronic illness rather than a fatal disease, symptom management has become increasingly critical in oncology nursing. In recent decades, ePROs have been increasingly used in the symptom management of cancer patients to improve their symptom burden, quality of life and overall survival, but the existing findings are still inconsistent and equivocal. METHODS A literature search was conducted in PubMed, Web-of-Science, CENTRAL, and CINAHL-Plus-with-Full-Text from inception to January 31, 2023. The quality of methodology and evidence were evaluated by the revised Cochrane risk-of-bias tool and the Grading of Recommendations, Assessment, Development, and Evaluation framework. All data were analyzed using R within the RStudio platform, and the effects of interventions were determined by calculating SMD, HR and 95 %CI. Subgroup analysis, sensitivity analysis and cumulative meta-analysis were performed, and statistical heterogeneity was examined by I2 statistic, P value, and Egger's or arcsine test. Statistical significance was defined as a two-tailed P value <0.05. RESULTS A total of 23 randomized controlled trials with 7231 patients were included. The results indicated that ePRO-based symptom management interventions could improve the symptom burden (SMD = -0.19, 95 % CI [-0.33, -0.05], P < 0.01), quality of life (SMD = 0.16, 95 % CI [0.06, 0.25], P < 0.01) and overall survival (HR = 0.84, 95 % CI [0.73, 0.97], P = 0.02) of cancer patients. Subgroup analysis showed that targeted interventions for patients undergoing specific treatments were effective in relieving the symptom burden and enhancing quality of life. Short-term (≤3 months) interventions or reporting via telephone call contributed to alleviating the symptom burden, while quality of life improved when the intervention was more than three months in duration or not reported by telephone call. The pooled results of symptom burden and quality of life were stable, and the beneficial trends of all three outcomes were steady. The overall quality of methodology and evidence was moderate. CONCLUSIONS We found that ePRO-based symptom management interventions are conducive to improving symptom burden, quality of life, and overall survival of cancer patients. In addition to encouraging the integration of ePRO-based interventions into routine oncology care, interventions with tailored plans, proper intensity and multidimensional supports need to be developed in the future to optimize the symptom management of cancer patients. REGISTRATION CRD42023393330.
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Affiliation(s)
- Yunhuan Li
- Department of Nursing, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, PR China
| | - Juejin Li
- Department of Nursing, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, PR China
| | - Xiaolin Hu
- Department of Nursing, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, PR China.
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Hægermark EA, Kongshaug N, Raj SX, Hofsli E, Faxvaag A. Design, Development, and Evaluation of an mHealth App for Reporting of Side Effects During Cytostatic Treatment: Usability Test and Interview Study. JMIR Form Res 2023; 7:e47374. [PMID: 37856183 PMCID: PMC10623228 DOI: 10.2196/47374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 08/06/2023] [Accepted: 08/22/2023] [Indexed: 10/20/2023] Open
Abstract
BACKGROUND Using mobile health (mHealth) interventions such as smartphone apps to deliver health services is an opportunity to engage patients more actively in their own treatment. Usability tests allow for the evaluation of a service by testing it out on the relevant users before implementation in clinical practice. OBJECTIVE The objective of this study was to design, develop, and evaluate the user interface of an app that would aid patients with cancer in reporting a more comprehensive summary of their side effects. METHODS The usability test was conducted by exposing patients with cancer to a prototype of an mHealth app that allowed for reporting of side effects from a chemotherapy regimen. After solving a set of 13 tasks, the test participants completed a system usability scale questionnaire and were interviewed using a semistructured interview guide. The interviews were later transcribed and analyzed. RESULTS The 10 test participants had a mean age of 56.5 (SD 7.11) years. The mean total task completion time for the task-solving session was 240.15 (SD 166.78) seconds. The calculated system usability scale score was 92.5. Most participants solved most of the tasks without any major issues. A minority reported having difficulties using apps on smartphones in general. One patient never achieved a meaningful interaction with our app prototype. Most of those who engaged with the app approved of features that calmed them down, made them more empowered, and put them in control. They preferred to report on side effects in a detailed and concise manner. App features that provided specific advice could provoke both fear and rational action. CONCLUSIONS The user tests uncovered design flaws that allowed for subsequent refining of an app that has the potential to enhance the safety of patients undergoing home-based chemotherapy. However, a refined version of the app is unlikely to be of value to all patients. Some might not be able to use apps on smartphones in general, or their ability to use apps is impaired because of their disease. This finding should have implications for health care providers' overall design of their follow-up service as the service must allow for all the patients to receive safe treatment whether they can use an mHealth app or not.
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Affiliation(s)
- Emil Aale Hægermark
- Department of Neuromedicine and Movement Science, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
| | - Nina Kongshaug
- Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Scienes, Norwegian University of Science and Technology, Trondheim, Norway
| | | | - Eva Hofsli
- Department of Clinical and Molecular Medicine, Faculty of Medicine and Health Scienes, Norwegian University of Science and Technology, Trondheim, Norway
- Cancer Clinic, St Olavs University Hospital, Trondheim, Norway
| | - Arild Faxvaag
- Department of Neuromedicine and Movement Science, Faculty of Medicine and Health Sciences, Norwegian University of Science and Technology, Trondheim, Norway
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da Silva Lopes AM, Colomer-Lahiguera S, Darnac C, Giacomini S, Bugeia S, Gutknecht G, Spurrier-Bernard G, Cuendet M, Muet F, Aedo-Lopez V, Mederos N, Michielin O, Addeo A, Latifyan S, Eicher M. Testing a Model of Care for Patients on Immune Checkpoint Inhibitors Based on Electronic Patient-Reported Outcomes: Protocol for a Randomized Phase II Controlled Trial. JMIR Res Protoc 2023; 12:e48386. [PMID: 37851498 PMCID: PMC10620631 DOI: 10.2196/48386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Revised: 07/26/2023] [Accepted: 08/30/2023] [Indexed: 10/19/2023] Open
Abstract
BACKGROUND Management of severe symptomatic immune-related adverse events (IrAEs) related to immune checkpoint inhibitors (ICIs) can be facilitated by timely detection. As patients face a heterogeneous set of symptoms outside the clinical setting, remotely monitoring and assessing symptoms by using patient-reported outcomes (PROs) may result in shorter delays between symptom onset and clinician detection. OBJECTIVE We assess the effect of a model of care for remote patient monitoring and symptom management based on PRO data on the time to detection of symptomatic IrAEs from symptom onset. The secondary objectives are to assess its effects on the time between symptomatic IrAE detection and intervention, IrAE grade (severity), health-related quality of life, self-efficacy, and overall survival at 6 months. METHODS For this study, 198 patients with cancer receiving systemic treatment comprising ICIs exclusively will be recruited from 2 Swiss university hospitals. Patients are randomized (1:1) to a digital model of care (intervention) or usual care (control group). Patients are enrolled for 6 months, and they use an electronic app to complete weekly Functional Assessment of Cancer Therapy-General questionnaire and PROMIS (PROs Measurement Information System) Self-Efficacy to Manage Symptoms questionnaires. The intervention patient group completes a standard set of 37 items in a weekly PROs version of the Common Terminology Criteria for Adverse Events (PRO-CTCAE) questionnaire, and active symptoms are reassessed daily for the first 3 months by using a modified 24-hour recall period. Patients can add items from the full PRO-CTCAE item library to their questionnaire. Nurses call patients in the event of new or worsening symptoms and manage them by using a standardized triage algorithm based on the United Kingdom Oncology Nursing Society 24-hour triage tool. This algorithm provides guidance on deciding if patients should receive in-person care, if monitoring should be increased, or if self-management education should be reinforced. RESULTS The Institut Suisse de Recherche Expérimentale sur le Cancer Foundation and Kaiku Health Ltd funded this study. Active recruitment began since November 2021 and is projected to conclude in November 2023. Trial results are expected to be published in the first quarter of 2024 and will be disseminated through publications submitted at international scientific conferences. CONCLUSIONS This trial is among the first trials to use PRO data to directly influence routine care of patients treated with ICIs and addresses some limitations in previous studies. This trial collects a wider spectrum of self-reported symptom data daily. There are some methodological limitations brought by changes in evolving treatment standards for patients with cancer. This trial's results could entail further academic discussions on the challenges of diagnosing and managing symptoms associated with treatment remotely by providing further insights into the burden symptoms represent to patients and highlight the complexity of care procedures involved in managing symptomatic IrAEs. TRIAL REGISTRATION ClinicalTrials.gov NCT05530187; https://www.clinicaltrials.gov/study/NCT05530187. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/48386.
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Affiliation(s)
- André Manuel da Silva Lopes
- Institute of Higher Education and Research in Healthcare, Faculty of Biology and Medicine, University of Lausanne, Lausanne, Switzerland
| | - Sara Colomer-Lahiguera
- Institute of Higher Education and Research in Healthcare, Faculty of Biology and Medicine, University of Lausanne, Lausanne, Switzerland
| | - Célia Darnac
- Institute of Higher Education and Research in Healthcare, Faculty of Biology and Medicine, University of Lausanne, Lausanne, Switzerland
- Department of Oncology, Lausanne University Hospital, Lausanne, Switzerland
| | - Stellio Giacomini
- Institute of Higher Education and Research in Healthcare, Faculty of Biology and Medicine, University of Lausanne, Lausanne, Switzerland
| | - Sébastien Bugeia
- Department of Oncology, Geneva University Hospital, Geneva, Switzerland
| | - Garance Gutknecht
- Department of Oncology, Geneva University Hospital, Geneva, Switzerland
| | | | - Michel Cuendet
- Precision Oncology Center, Lausanne University Hospital, Lausanne, Switzerland
| | - Fanny Muet
- Institute of Higher Education and Research in Healthcare, Faculty of Biology and Medicine, University of Lausanne, Lausanne, Switzerland
| | | | - Nuria Mederos
- Department of Oncology, Lausanne University Hospital, Lausanne, Switzerland
| | - Olivier Michielin
- Department of Oncology, Geneva University Hospital, Geneva, Switzerland
| | - Alfredo Addeo
- Department of Oncology, Geneva University Hospital, Geneva, Switzerland
| | - Sofiya Latifyan
- Precision Oncology Center, Lausanne University Hospital, Lausanne, Switzerland
| | - Manuela Eicher
- Institute of Higher Education and Research in Healthcare, Faculty of Biology and Medicine, University of Lausanne, Lausanne, Switzerland
- Department of Oncology, Lausanne University Hospital, Lausanne, Switzerland
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Taarnhøj GA, Johansen C, Carus A, Dahlrot RH, Dohn LH, Hjøllund NH, Knudsen MB, Tolver A, Lindberg H, Pappot H. The iBLAD study: patient-reported outcomes in bladder cancer during oncological treatment: a multicenter national randomized controlled trial. J Patient Rep Outcomes 2023; 7:99. [PMID: 37812306 PMCID: PMC10562329 DOI: 10.1186/s41687-023-00640-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Accepted: 09/24/2023] [Indexed: 10/10/2023] Open
Abstract
BACKGROUND Patient-reported outcomes (PROs) are getting widely implemented, but little is known of the impact of applying PROs in specific cancer diagnoses. We report the results of a randomized controlled trial (RCT) of the active use of PROs in patients with locally advanced or metastatic bladder cancer (BC) undergoing medical oncological treatment (MOT) with focus on determining the clinical effects of using PROs during chemo- or immunotherapy compared to standard of care. METHODS We recruited patients from four departments of oncology from 2019 to 2021. Inclusion criteria were locally advanced or metastatic BC, initiating chemo- or immunotherapy. Patients were randomized 1:1 between answering selected PRO-CTCAE questions electronically once weekly with a built-in alert-algorithm instructing patients of how to handle reported symptoms as a supplement to standard of care for handling of side effects (intervention arm (IA)) vs standard procedure for handling of side effects (control arm (CA)). No real-time alerts were sent to the clinic when PROs exceeded threshold values. Clinicians were prompted to view the completed PROs in the IA at each clinical visit. The co-primary clinical endpoints were hospital admissions and treatment completion rate. Secondary endpoints were overall survival (OS), quality of life (EORTC's QLQ-C30 and QLQ-BLM30) and dose reductions. RESULTS 228 patients with BC were included, 76% were male. 141 (62%) of the patients had metastatic disease. 51% of patients in the IA completed treatment vs. 56% of patients in the CA, OR 0.83 (95% CI 0.47-1.44, p = 0.51). 41% of patients in the IA experienced hospitalization vs. 32% in the CA, OR 1.48 (95% CI 0.83-2.65, p = 0.17). OS was comparable between the two arms (IA: median 22.3mo (95% CI 17.0-NR) vs. CA: median 23.1mo (95% CI 17.7-NR). Patient and clinician compliance was high throughout the study period (80% vs 94%). CONCLUSIONS This RCT did not show an effect of PRO on completion of treatment, hospitalizations or OS for BC patients during MOT despite a high level of patient and clinician compliance. The lack of real-time response to alerts remains the greatest limitation to this study.
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Affiliation(s)
- Gry Assam Taarnhøj
- Department of Oncology, Copenhagen University Hospital, Rigshospitalet, Blegdamsvej 9, 2100, Copenhagen Ø, Denmark.
| | - Christoffer Johansen
- Department of Oncology, Copenhagen University Hospital, Rigshospitalet, Blegdamsvej 9, 2100, Copenhagen Ø, Denmark
- CASTLE: Cancer Survivorship and Treatment, Late Effects National Research Center, Blegdamsvej 58, 2100, Copehnagen Ø, Denmark
| | - Andreas Carus
- Department of Oncology, Aalborg University Hospital, Aalborg, Denmark
- Department of Clinical Medicine, Aalborg University and Clinical Cancer Research Center, Hobrovej 18-22, 9000, Aalborg, Denmark
| | - Rikke Hedegaard Dahlrot
- Department of Oncology, Odense University Hospital, Odense C, Denmark
- Institute of Clinical Research, University of Southern Denmark, J.B. Winsløws Vej 4, 5000, Odense, Denmark
| | - Line Hammer Dohn
- Department of Oncology, Copenhagen University Hospital, Herlev Hospital, Borgmester Ib Juuls Vej 1, 2730, Herlev, Denmark
| | - Niels Henrik Hjøllund
- AmbuFlex - Center for Patient-Reported Outcomes, Central Denmark Region, Gødstrup Hospital, Hospitalsparken 15, 7400, Herning, Denmark
- Department of Clinical Epidemiology, Aarhus University Hospital, Olof Palmes Allé 43-45, 8200, Aarhus N, Denmark
| | - Mark Bech Knudsen
- Data Science Lab, Department of Mathematical Sciences, University of Copenhagen, Universitetsparken 5, 2100, Copenhagen Ø, Denmark
| | - Anders Tolver
- Data Science Lab, Department of Mathematical Sciences, University of Copenhagen, Universitetsparken 5, 2100, Copenhagen Ø, Denmark
| | - Henriette Lindberg
- Department of Oncology, Copenhagen University Hospital, Herlev Hospital, Borgmester Ib Juuls Vej 1, 2730, Herlev, Denmark
| | - Helle Pappot
- Department of Oncology, Copenhagen University Hospital, Rigshospitalet, Blegdamsvej 9, 2100, Copenhagen Ø, Denmark
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Kim SH, Sung JH, Yoo SH, Kim S, Lee K, Oh EG, Lee J. Effects of digital self-management symptom interventions on symptom outcomes in adult cancer patients: A systematic review and meta-analysis. Eur J Oncol Nurs 2023; 66:102404. [PMID: 37517339 DOI: 10.1016/j.ejon.2023.102404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2023] [Accepted: 07/22/2023] [Indexed: 08/01/2023]
Abstract
PURPOSE Digital self-management (SM) interventions targeting symptom relief have demonstrated positive as well as null outcomes, whereas no study has synthesized the effect of the interventions. In this study, we aimed to evaluate the effectiveness of digital SM symptom interventions on symptom outcomes in adult cancer patients. METHODS A systematic review and meta-analysis based on the previous scoping review was conducted. Six databases (PubMed, CINAHL, Embase, the Cochrane Library, RISS [Korean], and KoreaMed [Korean]) were searched. Population was adult cancer patients. Intervention was SM interventions applying digital health tool targeting symptom management. Comparison was usual care, waitlist controls or active controls. The primary outcome was symptom burden, and the secondary outcomes were individual symptoms. RESULTS Our meta-analysis of 32 randomized controlled trials (RCTs) including 7888 patients demonstrated that digital SM symptom interventions had a significant effect on reducing symptom burden (effect size [ES] = -0.230) and relieving pain (ES = -0.292), fatigue (ES = -0.417), anxiety (ES = -0.320), and depression (ES = -0.261). CONCLUSIONS Digital SM interventions can improve symptom outcomes in adult cancer patients. Oncology nurses should be aware that digital SM interventions have demonstrated promising outcomes in cancer patient care.
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Affiliation(s)
- Soo Hyun Kim
- Department of Nursing, Inha University, Incheon, South Korea
| | - Ji Hyun Sung
- College of Nursing, Kosin University, Busan, South Korea
| | - Sung-Hee Yoo
- College of Nursing, Chonnam National University, Gwangju, South Korea
| | - Sanghee Kim
- College of Nursing and Mo-im Kim Nursing Research Institute, Yonsei Evidence Based Nursing Center of Korea, Joanna Briggs Institution, Yonsei University, Seoul, South Korea
| | - Kyunghwa Lee
- College of Nursing, Konyang University, Daejeon, South Korea
| | - Eui Geum Oh
- College of Nursing and Mo-im Kim Nursing Research Institute, Yonsei Evidence Based Nursing Center of Korea, Joanna Briggs Institution, Yonsei University, Seoul, South Korea
| | - Jiyeon Lee
- College of Nursing and Mo-im Kim Nursing Research Institute, Yonsei Evidence Based Nursing Center of Korea, Joanna Briggs Institution, Yonsei University, Seoul, South Korea.
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Wang T, Ho MH, Tong MCF, Chow JCH, Voss JG, Lin CC. Effects of Patient-Reported Outcome Tracking and Health Information Provision via Remote Patient Monitoring Software on Patient Outcomes in Oncology Care: A Systematic Review and Meta-Analysis. Semin Oncol Nurs 2023; 39:151473. [PMID: 37516624 DOI: 10.1016/j.soncn.2023.151473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 06/12/2023] [Accepted: 06/29/2023] [Indexed: 07/31/2023]
Abstract
OBJECTIVES The authors sought to 1) review the literature on the remote care model that uses remote patient monitoring software (RPMS) as key mechanisms in oncology care for symptom tracking and health information provision and (2) compare the remote care model to standard care in terms of health-related quality of life, symptom burden, health management self-efficacy, anxiety, and depression. DATA SOURCES The search was conducted on March 23, 2022, in the Cochrane Library, MEDLINE/PubMed, PsycINFO, and CINAHL databases. RESULTS The primary strategies for applying digital technology in remote care models are patient-reported outcomes (PRO) tracking and health information delivery. Common PRO measurements applied in the RPMS include quality of life, symptom burden, self-efficacy, anxiety, and depression. Nine randomized controlled trials testing seven RPMS interventions were examined. Compared to standard care, remote patient monitoring via RPMS was related to greater quality of life and lower physical symptom burden during cancer therapy. The RPMS incorporated into routine clinical care with nurses providing remote monitoring performed better on PRO than that not integrated. CONCLUSION The RPMS-based remote care model improves patient outcomes during cancer treatment, and it is not inferior to standard care until the RPMS function is more integrated with existing clinical care. IMPLICATIONS FOR NURSING PRACTICE Nurses are well-positioned to engage patients in self-care skills via RPMS and can play a vital role in integrating such a model of remote patient care into routine care practices.
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Affiliation(s)
- Tongyao Wang
- Research Assistant Professor, School of Nursing, LKS Faculty of Medicine, The University Hong Kong, Pokfulam, Hong Kong
| | - Mu-Hsing Ho
- Assistant Professor, School of Nursing, LKS Faculty of Medicine, The University Hong Kong, Pokfulam, Hong Kong
| | - Michael C F Tong
- Professor and Head, Graduate Division of Otorhinolaryngology, Department of Otorhinolaryngology, Head and Neck Surgery; Director, Institute of Human Communicative Research, The Chinese University of Hong Kong, Hong Kong SAR
| | - James Chung-Hang Chow
- Associate Consultant, Department of Clinical Oncology, Queen Elizabeth Hospital, Kowloon, Hong Kong
| | - Joachim G Voss
- Professor, Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, Ohio, USA
| | - Chia-Chin Lin
- Head and Professor, School of Nursing, LKS Faculty of Medicine, The University of Hong Kong, Alice Ho Miu Ling Nethersole Charity Foundation Professor in Nursing, Hong Kong.
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Narra LR, Verdini N, Lapen K, Nipp R, Gillespie EF. Patient-Reported Outcomes in Clinical Trials: From an Endpoint to an Intervention in Cancer Care. Semin Radiat Oncol 2023; 33:358-366. [PMID: 37684065 DOI: 10.1016/j.semradonc.2023.07.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/10/2023]
Abstract
Underreporting of patient symptoms by clinicians is a common and well-documented phenomenon that has led to integrating patient-reported outcomes (PROs) as endpoints into clinical trials. While PROs are often used to measure disease symptoms, cancer therapy toxicities, and quality of life, they can also assess patients' general experiences and preferences. With the increasing use of electronic medical records and the digital health revolution in oncology, conversion from paper to electronic PROs (ePROs) has also facilitated the integration of PROs into routine care. Evidence from clinical trials is rapidly emerging to support ePROs as a care delivery innovation, given the potential for ePROs to improve patient outcomes through timely evaluation and response to patient needs. Meanwhile, work is ongoing to understand and address ePRO use and challenges to equitable integration, including technical and language barriers for patients, clinicians, and health systems. Nonetheless, the health system and regulatory bodies continue to develop stipulations to promote the use of ePROs. Herein, we review the evolution of PROs from an endpoint to an intervention in prospective clinical trials in oncology.
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Affiliation(s)
| | - Nicholas Verdini
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Kaitlyn Lapen
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Ryan Nipp
- Division of Hematology-Oncology, University of Oklahoma, Oklahoma City, OK
| | - Erin F Gillespie
- Department of Radiation Oncology, University of Washington, Seattle, WA; Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY.
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Schougaard LMV, Knudsen LR, Grove BE, Vestergaard JM, Hjollund NH, Hauge EM, de Thurah A. Socioeconomic, Disease-Related, and Personal Factors Associated With Participation in Remote Follow-Up in Rheumatoid Arthritis: A Cross-Sectional Study. Arthritis Care Res (Hoboken) 2023; 75:2044-2053. [PMID: 36785998 DOI: 10.1002/acr.25105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 01/23/2023] [Accepted: 02/09/2023] [Indexed: 02/15/2023]
Abstract
OBJECTIVE To identify socioeconomic, disease-related, and personal factors associated with participation in remote follow-up in patients with rheumatoid arthritis (RA). METHODS Following the implementation of a patient-reported outcome-based remote follow-up intervention in RA patients in Denmark, a cross-sectional study was conducted among 775 prevalent patients. In 2019, an electronic questionnaire was sent to eligible RA patients, covering health literacy and patient experience regarding involvement and confidence with remote care. Questionnaire data were linked to nationwide registries regarding socioeconomic status, labor market affiliation, and comorbidity level. Associations between registry- and questionnaire-based factors and remote follow-up were analyzed using multiple logistic regression analysis. RESULTS All 775 patients were included in the registry-based analyses, but only 394 of 646 (61%) completed the questionnaire. No attachment to the labor market or low household income was associated with lower odds of remote follow-up participation (odds ratio [OR] 0.53 [95% confidence interval (95% CI) 0.34-0.83]) and (OR 0.69 [95% CI 0.48-1.00]). Further, a high level of comorbidity was associated with lower odds of remote follow-up participation compared to a low/medium level of comorbidity (OR 0.53 [95% CI 0.34-0.81]). No association was found between health literacy and remote follow-up, but remote follow-up attendees reported more confidence in remote care (OR 1.33 [95% CI 1.21-1.47]). CONCLUSION Participation in remote follow-up was associated with attachement to the labor market, household income, degree of comorbidity, and confidence with remote care. Additional research is necessary to investigate whether a larger and more divergent group of RA patients should be considered for inclusion in remote follow-up programs.
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Affiliation(s)
| | - Line R Knudsen
- Aarhus University Hospital and Aarhus University, Aarhus, Denmark
| | | | | | - Niels H Hjollund
- Gødstrup Hospital, Herning, Denmark, and Aarhus University Hospital, Aarhus, Denmark
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Spencer KL, Absolom KL, Allsop MJ, Relton SD, Pearce J, Liao K, Naseer S, Salako O, Howdon D, Hewison J, Velikova G, Faivre-Finn C, Bekker HL, van der Veer SN. Fixing the Leaky Pipe: How to Improve the Uptake of Patient-Reported Outcomes-Based Prognostic and Predictive Models in Cancer Clinical Practice. JCO Clin Cancer Inform 2023; 7:e2300070. [PMID: 37976441 PMCID: PMC10681558 DOI: 10.1200/cci.23.00070] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 09/08/2023] [Accepted: 09/29/2023] [Indexed: 11/19/2023] Open
Abstract
PURPOSE This discussion paper outlines challenges and proposes solutions for successfully implementing prediction models that incorporate patient-reported outcomes (PROs) in cancer practice. METHODS We organized a full-day multidisciplinary meeting of people with expertise in cancer care delivery, PRO collection, PRO use in prediction modeling, computing, implementation, and decision science. The discussions presented here focused on identifying challenges to the development, implementation and use of prediction models incorporating PROs, and suggesting possible solutions. RESULTS Specific challenges and solutions were identified across three broad areas. (1) Understanding decision making and implementation: necessitating multidisciplinary collaboration in the early stages and throughout; early stakeholder engagement to define the decision problem and ensure acceptability of PROs in prediction; understanding patient/clinician interpretation of PRO predictions and uncertainty to optimize prediction impact; striving for model integration into existing electronic health records; and early regulatory alignment. (2) Recognizing the limitations to PRO collection and their impact on prediction: incorporating validated, clinically important PROs to maximize model generalizability and clinical engagement; and minimizing missing PRO data (resulting from both structural digital exclusion and time-varying factors) to avoid exacerbating existing inequalities. (3) Statistical and modeling challenges: incorporating statistical methods to address missing data; ensuring predictive modeling recognizes complex causal relationships; and considering temporal and geographic recalibration so that model predictions reflect the relevant population. CONCLUSION Developing and implementing PRO-based prediction models in cancer care requires extensive multidisciplinary working from the earliest stages, recognition of implementation challenges because of PRO collection and model presentation, and robust statistical methods to manage missing data, causality, and calibration. Prediction models incorporating PROs should be viewed as complex interventions, with their development and impact assessment carried out to reflect this.
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Affiliation(s)
- Katie L. Spencer
- Leeds Institute of Health Sciences, University of Leeds, Leeds, United Kingdom
- Leeds Cancer Centre, Leeds Teaching Hospitals NHS Trust, Leeds, United Kingdom
| | - Kate L. Absolom
- Leeds Institute of Health Sciences, University of Leeds, Leeds, United Kingdom
| | - Matthew J. Allsop
- Leeds Institute of Health Sciences, University of Leeds, Leeds, United Kingdom
| | - Samuel D. Relton
- Leeds Institute of Data Analytics, University of Leeds, Leeds, United Kingdom
| | - Jessica Pearce
- Leeds Cancer Centre, Leeds Teaching Hospitals NHS Trust, Leeds, United Kingdom
- Leeds Institute of Medical Research, University of Leeds, Leeds, United Kingdom
| | - Kuan Liao
- Division of Informatics, Imaging and Data Sciences, Faculty of Biology, Medicine and Health, Centre for Health Informatics, Manchester Academic Health Science Centre, The University of Manchester, Manchester, United Kingdom
| | - Sairah Naseer
- School of Medicine, University of Leeds, Leeds, United Kingdom
| | - Omolola Salako
- College of Medicine, University of Lagos, Lagos, Nigeria
| | - Daniel Howdon
- Leeds Institute of Health Sciences, University of Leeds, Leeds, United Kingdom
| | - Jenny Hewison
- Leeds Institute of Health Sciences, University of Leeds, Leeds, United Kingdom
| | - Galina Velikova
- Leeds Cancer Centre, Leeds Teaching Hospitals NHS Trust, Leeds, United Kingdom
- Leeds Institute of Medical Research, University of Leeds, Leeds, United Kingdom
| | - Corinne Faivre-Finn
- Institute of Cancer Sciences, University of Manchester, Manchester, United Kingdom
| | - Hilary L. Bekker
- Leeds Institute of Health Sciences, University of Leeds, Leeds, United Kingdom
| | - Sabine N. van der Veer
- Division of Informatics, Imaging and Data Sciences, Faculty of Biology, Medicine and Health, Centre for Health Informatics, Manchester Academic Health Science Centre, The University of Manchester, Manchester, United Kingdom
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Coriat R, Sibaud V, Bourgeois V, Manfredi S, Artru P, Trouilloud I, Kremliovsky M, Arvis P, Palma MD. Digital tool to identify and monitor regorafenib-associated hand-foot skin reactions: A proof-of-concept study protocol. Dig Liver Dis 2023; 55:1019-1025. [PMID: 37217373 DOI: 10.1016/j.dld.2023.03.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 03/31/2023] [Indexed: 05/24/2023]
Abstract
BACKGROUND The FACET study is a prospective, open-label, low risk interventional clinical trial aiming at exploring the fitness-for-purpose and usability of an electronic device suite for the detection of hand-foot skin reaction symptoms in patients with metastatic colorectal cancer treated with regorafenib. METHODS 38 patients with metastatic colorectal cancer are being selected in 6 centers in France, and will be followed for 2 regorafenib treatment cycles, or for approximately 56 days. The electronic device suite includes connected insoles and a mobile device equipped with a camera and a companion application with electronic patient-reported outcomes questionnaires and educational material. The FACET study is intended to provide information useful for the improvement of the electronic device suite and its usability before the testing of its robustness in a larger follow-up study. This paper describes the protocol of the FACET study and discusses the limitations to consider for the implementation of digital devices in real-life practice.
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Affiliation(s)
- Romain Coriat
- Cochin University Hospital, 27 Rue du Faubourg Saint-Jacques, 75014 Université Paris Cité, France.
| | - Vincent Sibaud
- Cancer University Institute, Toulouse Oncopole, 1 Av. Irène Joliot-Curie, 31100 Toulouse, France
| | - Vincent Bourgeois
- Department of Digestive Oncology, Centre Hospitalier Duchenne, Rue Jacques Monod, 62200 Boulogne Sur Mer, France
| | - Sylvain Manfredi
- Department of Hepato-Gastroenterology, University Hospital of Dijon, 2 Bd Maréchal de Lattre de Tassigny, 21000 Dijon, France; INSERM UMR 1231, University of Burgundy, 7 Bd Jeanne d'Arc, 21000 Dijon, France
| | - Pascal Artru
- Jean Mermoz Private Hospital, Ramsay Sante, 55 Av. Jean Mermoz, 69008 Lyon, France
| | - Isabelle Trouilloud
- Department of Medical Oncology, Hôpital Saint-Antoine, AP-HP, 184 Rue du Faubourg Saint-Antoine, 75012 Paris, France
| | - Michael Kremliovsky
- Bayer Global Medical device & eHealth, 100 Bayer Blvd, Whippany, NJ 07981, USA
| | - Pierre Arvis
- Bayer Global Medical Affairs Oncology, Parc Eurasanté, 220 Av. de la Recherche, 59120 Loos, France
| | - Mario Di Palma
- Gustave Roussy, Paris Saclay University, 39 Rue Camille Desmoulins, 94800 Villejuif, Paris, France
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Osawa T, Fujii Y, Kimura G, Kitamura H, Nagashima Y, Iizumi S, Osaka T, Tsubouchi R, Shinohara N. Electronic patient-reported outcome (e-PRO) monitoring for adverse event management during cabozantinib treatment in patients with advanced renal cell carcinoma: protocol for a three-arm, randomised, multicentre phase II trial (e-PRO vs paper-PRO or usual care). BMJ Open 2023; 13:e070275. [PMID: 37495393 PMCID: PMC10373669 DOI: 10.1136/bmjopen-2022-070275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/28/2023] Open
Abstract
INTRODUCTION Cabozantinib monotherapy is an option for treatment of advanced renal cell carcinoma (RCC). However, cabozantinib dose modification and discontinuation due to symptomatic adverse events (AEs) remains a challenge. The use of patient-reported outcomes (PROs) may help manage symptomatic AEs, which is reported to lead to improved quality of life (QOL), avoidance of drug discontinuation and better survival. This study aims to investigate the clinical benefits of PROs in patients with RCC receiving cabozantinib and the most appropriate medium for PRO monitoring (electronic [e]-PRO or paper-PRO). METHODS AND ANALYSIS This study is being conducted at about 35 sites in Japan. Patients aged ≥18 years with unresectable or metastatic RCC initiating treatment with cabozantinib monotherapy are eligible and will be randomised to: (1) e-PRO monitoring, (2) paper-PRO monitoring or (3) usual care without PRO monitoring. Recruitment began in December 2021 (target sample size, 105). Patients start treatment with cabozantinib 60 mg once daily, and in the PRO groups, will record daily medication intake, weight, temperature, blood pressure and AEs. Endpoints include the proportion of patients with a ≥5-point deterioration on the Functional Assessment of Cancer Therapy-Kidney Cancer Symptom Index (FKSI-19; primary endpoint), progression-free survival, QOL, dose adjustments, relative dose intensity, treatment-emergent AEs and frequency of interventions for AEs outside of the scheduled visits. Patient and physician opinions of the PRO monitoring systems and patient compliance with e-PRO/paper-PRO input are also being measured. ETHICS AND DISSEMINATION The study is being conducted in compliance with the Declaration of Helsinki, the International Council for Harmonisation guidelines for Good Clinical Practice and the Clinical Trials Act. Written informed consent is being obtained from all patients, and the protocol has been approved by the Hokkaido University Hospital Certified Review Board (approval number, CRB021-005). The results will be presented at conferences and submitted to a peer-reviewed journal. TRIAL REGISTRATION NUMBER jRCTs011210055.
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Affiliation(s)
- Takahiro Osawa
- Department of Renal and Genitourinary Surgery, Hokkaido University Graduate School of Medicine, Sapporo, Japan
| | - Yasuhisa Fujii
- Department of Urology, Tokyo Medical and Dental University, Tokyo, Japan
| | - Go Kimura
- Department of Urology, Nippon Medical School, Tokyo, Japan
| | - Hiroshi Kitamura
- Department of Urology, Faculty of Medicine, University of Toyama, Toyama, Japan
| | - Yoji Nagashima
- Department of Surgical Pathology, Tokyo Women's Medical University, Tokyo, Japan
| | - Sakura Iizumi
- Japan Medical Affairs, Japan Oncology Business Unit, Takeda Pharmaceutical Company Limited, Tokyo, Japan
| | - Tsuyoshi Osaka
- Japan Medical Affairs, Japan Oncology Business Unit, Takeda Pharmaceutical Company Limited, Tokyo, Japan
| | - Ryoichi Tsubouchi
- Japan Medical Affairs, Japan Oncology Business Unit, Takeda Pharmaceutical Company Limited, Tokyo, Japan
| | - Nobuo Shinohara
- Department of Renal and Genitourinary Surgery, Hokkaido University Graduate School of Medicine, Sapporo, Japan
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Christiansen MG, Pappot H, Jensen PT, Mirza MR, Jarden M, Piil K. A multi-method approach to selecting PRO-CTCAE symptoms for patient-reported outcome in women with endometrial or ovarian cancer undergoing chemotherapy. J Patient Rep Outcomes 2023; 7:72. [PMID: 37462855 PMCID: PMC10354345 DOI: 10.1186/s41687-023-00611-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Accepted: 07/05/2023] [Indexed: 07/21/2023] Open
Abstract
BACKGROUND Women with endometrial or ovarian cancer experience a variety of symptoms during chemotherapy. Patient-Reported outcomes (PROs) can provide insight into the symptoms they experience. A PRO tool tailored to this patient population can help accurately monitor adverse events and manage symptoms. The objective of this study was to identify items in the National Cancer Institute's measurement system Patient-Reported Outcomes Version of the Common Terminology Criteria for Adverse Events (PRO-CTCAE®) appropriate for use in a PRO tool for a population of women with endometrial or ovarian cancer undergoing treatment with taxanes (paclitaxel or docetaxel) in combination with carboplatin. METHODS A two-phase, sequential multi-methods approach was applied. In phase one, a comprehensive literature search was done to map the toxicity of the applied chemotherapeutics and phase III clinical studies. Phase two, which comprised selecting the PRO-CTCAE items, included discussions with and feedback from a patient advisory board, an additional literature search, and focus group interviews with senior oncologists and specialized oncology nurses. A national expert panel facilitated both phases in terms of carefully select items from the PRO-CTCAE library. RESULTS Phase one identified 18 symptoms and phase two, three additional ones, leading to the inclusion of 21 PRO-CTCAE symptoms in the final PRO tool. Since PRO-CTCAE also contains one to three sub-questions on the frequency, severity, and interference with daily activities of symptoms, there were 44 potential items. CONCLUSIONS This study describes taking a multi-method approach to selecting items from the PRO-CTCAE library for use in a population of women with endometrial or ovarian cancer undergoing chemotherapy. By systematically combining diverse approaches, we carefully selected 21 clinically relevant symptoms covered by 44 items in the PRO-CTCAE library. Future studies should investigate the psychometric properties of this PRO tool for women with endometrial or ovarian cancer.
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Affiliation(s)
- Mille Guldager Christiansen
- Department of Oncology, Centre for Cancer and Organ Diseases, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark.
- Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark.
| | - Helle Pappot
- Department of Oncology, Centre for Cancer and Organ Diseases, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Pernille Tine Jensen
- Department of Gynecology and Obstetrics, Aarhus University Hospital, Aarhus, Denmark
- Department of Clinical Medicine, Faculty of Health, University of Aarhus, Aarhus, Denmark
| | - Mansoor Raza Mirza
- Department of Oncology, Centre for Cancer and Organ Diseases, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Mary Jarden
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
- Department of Haematology, Centre for Cancer and Organ Diseases, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Karin Piil
- Department of Oncology, Centre for Cancer and Organ Diseases, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
- Department of People and Technology, Roskilde University, Roskilde, Denmark
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Lu SC, Porter I, Valderas JM, Harrison CJ, Sidey-Gibbons C. Effectiveness of routine provision of feedback from patient-reported outcome measurements for cancer care improvement: a systematic review and meta-analysis. J Patient Rep Outcomes 2023; 7:54. [PMID: 37277575 DOI: 10.1186/s41687-023-00578-8] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Accepted: 03/22/2023] [Indexed: 06/07/2023] Open
Abstract
BACKGROUND Research shows that feeding back patient-reported outcome information to clinicians and/or patients could be associated with improved care processes and patient outcomes. Quantitative syntheses of intervention effects on oncology patient outcomes are lacking. OBJECTIVE To determine the effects of patient-reported outcome measure (PROM) feedback intervention on oncology patient outcomes. DATA SOURCES We identified relevant studies from 116 references included in our previous Cochrane review assessing the intervention for the general population. In May 2022, we conducted a systematic search in five bibliography databases using predefined keywords for additional studies published after the Cochrane review. STUDY SELECTION We included randomized controlled trials evaluating the effects of PROM feedback intervention on processes and outcomes of care for oncology patients. DATA EXTRACTION AND SYNTHESIS We used the meta-analytic approach to synthesize across studies measuring the same outcomes. We estimated pooled effects of the intervention on outcomes using Cohen's d for continuous data and risk ratio (RR) with a 95% confidence interval for dichotomous data. We used a descriptive approach to summarize studies which reported insufficient data for a meta-analysis. MAIN OUTCOME(S) AND MEASURES(S) Health-related quality of life (HRQL), symptoms, patient-healthcare provider communication, number of visits and hospitalizations, number of adverse events, and overall survival. RESULTS We included 29 studies involving 7071 cancer participants. A small number of studies was available for each metanalysis (median = 3 studies, ranging from 2 to 9 studies) due to heterogeneity in the evaluation of the trials. We found that the intervention improved HRQL (Cohen's d = 0.23, 95% CI 0.11-0.34), mental functioning (Cohen's d = 0.14, 95% CI 0.02-0.26), patient-healthcare provider communication (Cohen's d = 0.41, 95% CI 0.20-0.62), and 1-year overall survival (OR = 0.64, 95% CI 0.48-0.86). The risk of bias across studies was considerable in the domains of allocation concealment, blinding, and intervention contamination. CONCLUSIONS AND RELEVANCE Although we found evidence to support the intervention for highly relevant outcomes, our conclusions are tempered by the high risk of bias relating mainly to intervention design. PROM feedback for oncology patients may improve processes and outcomes for cancer patients but more high-quality evidence is required.
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Affiliation(s)
- Sheng-Chieh Lu
- Department of Symptom Research, The University of Texas MD Anderson Cancer Center, 6565 MD Anderson Blvd., Houston, TX, 77030, USA
| | - I Porter
- College of Medicine and Health, University of Exeter, Exeter, UK
| | - J M Valderas
- Department of Family Medicine, National University Health System, Singapore, Singapore
- Centre for Health Services Research, National University Health System, Singapore, Singapore
- Division of Family Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
| | - C J Harrison
- Nuffield Department of Orthopedics, Rheumatology and Musculoskeletal Sciences, University of Oxford, Oxford, UK
| | - Chris Sidey-Gibbons
- Department of Symptom Research, The University of Texas MD Anderson Cancer Center, 6565 MD Anderson Blvd., Houston, TX, 77030, USA.
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