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Lazarou I, Krooupa AM, Nikolopoulos S, Apostolidis L, Sarris N, Papadopoulos S, Kompatsiaris I. Cancer Patients' Perspectives and Requirements of Digital Health Technologies: A Scoping Literature Review. Cancers (Basel) 2024; 16:2293. [PMID: 39001356 PMCID: PMC11240750 DOI: 10.3390/cancers16132293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Revised: 06/14/2024] [Accepted: 06/19/2024] [Indexed: 07/16/2024] Open
Abstract
Digital health technologies have the potential to alleviate the increasing cancer burden. Incorporating patients' perspectives on digital health tools has been identified as a critical determinant for their successful uptake in cancer care. The main objective of this scoping review was to provide an overview of the existing evidence on cancer patients' perspectives and requirements for patient-facing digital health technologies. Three databases (CINAHL, MEDLINE, Science Direct) were searched and 128 studies were identified as eligible for inclusion. Web-based software/platforms, mobile or smartphone devices/applications, and remote sensing/wearable technologies employed for the delivery of interventions and patient monitoring were the most frequently employed technologies in cancer care. The abilities of digital tools to enable care management, user-friendliness, and facilitate patient-clinician interactions were the technological requirements predominantly considered as important by cancer patients. The findings from this review provide evidence that could inform future research on technology-associated parameters influencing cancer patients' decisions regarding the uptake and adoption of patient-facing digital health technologies.
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Affiliation(s)
- Ioulietta Lazarou
- Information Technologies Institute (ITI), Centre for Research and Technology Hellas (CERTH), 6th km Charilaou-Thermi Road, P.O. Box 6036, 57001 Thessaloniki, Greece
| | - Anna-Maria Krooupa
- Information Technologies Institute (ITI), Centre for Research and Technology Hellas (CERTH), 6th km Charilaou-Thermi Road, P.O. Box 6036, 57001 Thessaloniki, Greece
| | - Spiros Nikolopoulos
- Information Technologies Institute (ITI), Centre for Research and Technology Hellas (CERTH), 6th km Charilaou-Thermi Road, P.O. Box 6036, 57001 Thessaloniki, Greece
| | - Lazaros Apostolidis
- Information Technologies Institute (ITI), Centre for Research and Technology Hellas (CERTH), 6th km Charilaou-Thermi Road, P.O. Box 6036, 57001 Thessaloniki, Greece
| | - Nikos Sarris
- Information Technologies Institute (ITI), Centre for Research and Technology Hellas (CERTH), 6th km Charilaou-Thermi Road, P.O. Box 6036, 57001 Thessaloniki, Greece
| | - Symeon Papadopoulos
- Information Technologies Institute (ITI), Centre for Research and Technology Hellas (CERTH), 6th km Charilaou-Thermi Road, P.O. Box 6036, 57001 Thessaloniki, Greece
| | - Ioannis Kompatsiaris
- Information Technologies Institute (ITI), Centre for Research and Technology Hellas (CERTH), 6th km Charilaou-Thermi Road, P.O. Box 6036, 57001 Thessaloniki, Greece
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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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Miniotti M, Botto R, Soro G, Olivero A, Leombruni P. A Critical Overview of the Construct of Supportive Care Need in the Cancer Literature: Definitions, Measures, Interventions and Future Directions for Research. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2024; 21:215. [PMID: 38397704 PMCID: PMC10887927 DOI: 10.3390/ijerph21020215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Revised: 01/26/2024] [Accepted: 01/29/2024] [Indexed: 02/25/2024]
Abstract
The growing amount of evidence about the role of supportive care in enhancing cancer patients' outcomes has made healthcare providers more sensitive to the need for support that they experience during cancer's trajectory. However, the lack of a consensus in the definition of supportive care and lack of uniformity in the theoretical paradigm and measurement tools for unmet needs does not allow for defined guidelines for evidence-based best practices that are universally accepted. Contemporary cancer literature confirms that patients continue to report high levels of unmet supportive care needs and documents the low effectiveness of most of the interventions proposed to date. The aim of this critical review is to consolidate the conceptual understanding of the need for supportive care, providing definitions, areas of expertise and a careful overview of the measurement tools and intervention proposals developed to date. The possible reasons why the currently developed interventions do not seem to be able to meet the needs, and the issues for future research were discussed.
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Affiliation(s)
- Marco Miniotti
- ‘Rita Levi Montalcini’ Department of Neuroscience, University of Turin, 10126 Turin, Italy; (R.B.); (G.S.); (A.O.); (P.L.)
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4
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White KM, Carr E, Leightley D, Matcham F, Conde P, Ranjan Y, Simblett S, Dawe-Lane E, Williams L, Henderson C, Hotopf M. Engagement With a Remote Symptom-Tracking Platform Among Participants With Major Depressive Disorder: Randomized Controlled Trial. JMIR Mhealth Uhealth 2024; 12:e44214. [PMID: 38241070 PMCID: PMC10837755 DOI: 10.2196/44214] [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: 11/30/2022] [Revised: 05/21/2023] [Accepted: 06/09/2023] [Indexed: 01/23/2024] Open
Abstract
BACKGROUND Multiparametric remote measurement technologies (RMTs), which comprise smartphones and wearable devices, have the potential to revolutionize understanding of the etiology and trajectory of major depressive disorder (MDD). Engagement with RMTs in MDD research is of the utmost importance for the validity of predictive analytical methods and long-term use and can be conceptualized as both objective engagement (data availability) and subjective engagement (system usability and experiential factors). Positioning the design of user interfaces within the theoretical framework of the Behavior Change Wheel can help maximize effectiveness. In-app components containing information from credible sources, visual feedback, and access to support provide an opportunity to promote engagement with RMTs while minimizing team resources. Randomized controlled trials are the gold standard in quantifying the effects of in-app components on engagement with RMTs in patients with MDD. OBJECTIVE This study aims to evaluate whether a multiparametric RMT system with theoretically informed notifications, visual progress tracking, and access to research team contact details could promote engagement with remote symptom tracking over and above the system as usual. We hypothesized that participants using the adapted app (intervention group) would have higher engagement in symptom monitoring, as measured by objective and subjective engagement. METHODS A 2-arm, parallel-group randomized controlled trial (participant-blinded) with 1:1 randomization was conducted with 100 participants with MDD over 12 weeks. Participants in both arms used the RADAR-base system, comprising a smartphone app for weekly symptom assessments and a wearable Fitbit device for continuous passive tracking. Participants in the intervention arm (n=50, 50%) also had access to additional in-app components. The primary outcome was objective engagement, measured as the percentage of weekly questionnaires completed during follow-up. The secondary outcomes measured subjective engagement (system engagement, system usability, and emotional self-awareness). RESULTS The levels of completion of the Patient Health Questionnaire-8 (PHQ-8) were similar between the control (67/97, 69%) and intervention (66/97, 68%) arms (P value for the difference between the arms=.83, 95% CI -9.32 to 11.65). The intervention group participants reported slightly higher user engagement (1.93, 95% CI -1.91 to 5.78), emotional self-awareness (1.13, 95% CI -2.93 to 5.19), and system usability (2.29, 95% CI -5.93 to 10.52) scores than the control group participants at follow-up; however, all CIs were wide and included 0. Process evaluation suggested that participants saw the in-app components as helpful in increasing task completion. CONCLUSIONS The adapted system did not increase objective or subjective engagement in remote symptom tracking in our research cohort. This study provides an important foundation for understanding engagement with RMTs for research and the methodologies by which this work can be replicated in both community and clinical settings. TRIAL REGISTRATION ClinicalTrials.gov NCT04972474; https://clinicaltrials.gov/ct2/show/NCT04972474. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.2196/32653.
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Affiliation(s)
- Katie M White
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Ewan Carr
- Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Daniel Leightley
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Faith Matcham
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
- School of Psychology, University of Sussex, Falmer, United Kingdom
| | - Pauline Conde
- Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Yatharth Ranjan
- Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Sara Simblett
- Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Erin Dawe-Lane
- Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Laura Williams
- NIHR MindTech MedTech Co-operative, Institute of Mental Health and Clinical Neurosciences, University of Nottingham, Nottingham, United Kingdom
| | - Claire Henderson
- Health Services & Population Research Department, King's College London, London, United Kingdom
- South London and Maudsley NHS Foundation Trust, London, United Kingdom
| | - Matthew Hotopf
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
- South London and Maudsley NHS Foundation Trust, London, United Kingdom
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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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Wall NR, Fuller RN, Morcos A, De Leon M. Pancreatic Cancer Health Disparity: Pharmacologic Anthropology. Cancers (Basel) 2023; 15:5070. [PMID: 37894437 PMCID: PMC10605341 DOI: 10.3390/cancers15205070] [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: 09/20/2023] [Revised: 10/17/2023] [Accepted: 10/18/2023] [Indexed: 10/29/2023] Open
Abstract
Pancreatic cancer (PCa) remains a formidable global health challenge, with high mortality rates and limited treatment options. While advancements in pharmacology have led to improved outcomes for various cancers, PCa continues to exhibit significant health disparities, disproportionately affecting certain populations. This paper explores the intersection of pharmacology and anthropology in understanding the health disparities associated with PCa. By considering the socio-cultural, economic, and behavioral factors that influence the development, diagnosis, treatment, and outcomes of PCa, pharmacologic anthropology provides a comprehensive framework to address these disparities and improve patient care.
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Affiliation(s)
- Nathan R. Wall
- Division of Biochemistry, Department of Basic Science, Center for Health Disparities and Molecular Medicine, Loma Linda University, Loma Linda, CA 92350, USA; (R.N.F.); (A.M.)
| | - Ryan N. Fuller
- Division of Biochemistry, Department of Basic Science, Center for Health Disparities and Molecular Medicine, Loma Linda University, Loma Linda, CA 92350, USA; (R.N.F.); (A.M.)
| | - Ann Morcos
- Division of Biochemistry, Department of Basic Science, Center for Health Disparities and Molecular Medicine, Loma Linda University, Loma Linda, CA 92350, USA; (R.N.F.); (A.M.)
| | - Marino De Leon
- Division of Physiology, Department of Basic Science, Center for Health Disparities and Molecular Medicine, Loma Linda University, Loma Linda, CA 92350, USA;
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Beutter CNL, Zeller K, Martens UM, Pfleiderer B, Fegeler C. User-Centered Development of a Mobile App to Assess the Quality of Life of Patients With Cancer: Iterative Investigation and Usability Testing. JMIR Cancer 2023; 9:e44985. [PMID: 37751285 PMCID: PMC10565618 DOI: 10.2196/44985] [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: 12/12/2022] [Revised: 06/15/2023] [Accepted: 08/24/2023] [Indexed: 09/27/2023] Open
Abstract
BACKGROUND The treatment for cancer can have a negative impact not only on physical well-being but also on mental health and the quality of life (QoL). Health apps enable the monitoring of different parameters, but to date, there are only few that support patients with cancer and none that focuses on the assessment of QoL. Furthermore, patients as stakeholders are often only integrated at the late stage of the development process, if at all. OBJECTIVE The aim of this research was to develop and evaluate a smartphone app (Lion-App) to enable patients with cancer to autonomously measure the QoL with an iterative, user-centered approach. METHODS Patients with cancer were involved in a 3-stage process from conceptualization to the point when the app was available on the tester's private device. First, focus groups with members (N=21) of cancer support groups were conducted to understand their expectations and needs. Thereafter, individual tests were performed. After developing a prototype that incorporated findings from the focus groups, a second test cycle was conducted, followed by a beta test lasting 2 months. In our app, the QoL can be assessed via a patient diary and an integrated questionnaire. Through all stages, usability was evaluated using the modular extended version of the User Experience Questionnaire (UEQ+), including the calculation of a key performance indicator (KPI). If possible, the impact of sex on the results was evaluated. As part of the beta test, usage rates as well as age-dependent differences were also assessed. RESULTS A total of 21 participants took part in the initial 3 focus groups. In the subsequent usability testing (N=18), 17 (94%) participants rated their impression through the UEQ+, with a mean KPI of 2.12 (SD 0.64, range: -3 to 3). In the second usability test (N=14), the mean KPI increased to 2.28 (SD=0.49). In the beta test, the usage rate of 19 participants was evaluated, of whom 14 (74%) also answered the UEQ+ (mean KPI 1.78, SD 0.84). An influence of age on the number of questionnaire responses in Lion-App was observed, with a decrease in responses with increasing age (P=.02). Sex-dependent analyses were only possible for the first usability test and the beta test. The main adjustments based on user feedback were a restructuring of the diary as well as integration of a shorter questionnaire to assess the QoL. CONCLUSIONS The iterative, user-centered approach for development and usability testing resulted in positive evaluations of Lion-App. Our app was rated as suitable for everyday use to monitor the QoL of patients with cancer. Initial results indicated that the sex and age of participants seem to play only a minor role.
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Affiliation(s)
- Chantal N L Beutter
- MOLIT Institute gGmbH, Heilbronn, Germany
- Clinic for Radiology, University of Münster, Münster, Germany
| | | | - Uwe M Martens
- MOLIT Institute gGmbH, Heilbronn, Germany
- Internal Medicine III for Hematology, Oncology and Palliative Medicine, SLK Clinics GmbH, Heilbronn, Germany
| | | | - Christian Fegeler
- MOLIT Institute gGmbH, Heilbronn, Germany
- University of Applied Science Heilbronn, Heilbronn, Germany
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McLean KA, Knight SR, Diehl TM, Varghese C, Ng N, Potter MA, Zafar SN, Bouamrane MM, Harrison EM. Readiness for implementation of novel digital health interventions for postoperative monitoring: a systematic review and clinical innovation network analysis. Lancet Digit Health 2023; 5:e295-e315. [PMID: 37100544 DOI: 10.1016/s2589-7500(23)00026-2] [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: 08/02/2022] [Revised: 02/01/2023] [Accepted: 02/03/2023] [Indexed: 04/28/2023]
Abstract
An increasing number of digital health interventions (DHIs) for remote postoperative monitoring have been developed and evaluated. This systematic review identifies DHIs for postoperative monitoring and evaluates their readiness for implementation into routine health care. Studies were defined according to idea, development, exploration, assessment, and long-term follow-up (IDEAL) stages of innovation. A novel clinical innovation network analysis used coauthorship and citations to examine collaboration and progression within the field. 126 DHIs were identified, with 101 (80%) being early stage innovations (IDEAL stage 1 and 2a). None of the DHIs identified had large-scale routine implementation. There is little evidence of collaboration, and there are clear omissions in the evaluation of feasibility, accessibility, and the health-care impact. Use of DHIs for postoperative monitoring remains at an early stage of innovation, with promising but generally low-quality supporting evidence. Comprehensive evaluation within high-quality, large-scale trials and real-world data are required to definitively establish readiness for routine implementation.
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Affiliation(s)
- Kenneth A McLean
- Centre for Medical Informatics, Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Stephen R Knight
- Centre for Medical Informatics, Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Thomas M Diehl
- Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Chris Varghese
- Department of Surgery, University of Auckland, Auckland, New Zealand
| | - Nathan Ng
- Centre for Medical Informatics, Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Mark A Potter
- Colorectal Unit, Western General Hospital, Edinburgh, UK
| | - Syed Nabeel Zafar
- Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Matt-Mouley Bouamrane
- Centre for Medical Informatics, Usher Institute, University of Edinburgh, Edinburgh, UK
| | - Ewen M Harrison
- Centre for Medical Informatics, Usher Institute, University of Edinburgh, Edinburgh, UK.
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van der Storm SL, Bektaş M, Barsom EZ, Schijven MP. Mobile applications in gastrointestinal surgery: a systematic review. Surg Endosc 2023:10.1007/s00464-023-10007-y. [PMID: 37016081 DOI: 10.1007/s00464-023-10007-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Accepted: 03/09/2023] [Indexed: 04/06/2023]
Abstract
BACKGROUND Mobile applications can facilitate or improve gastrointestinal surgical care by benefiting patients, healthcare providers, or both. The extent to which applications are currently in use in gastrointestinal surgical care is largely unknown, as reported in literature. This systematic review was conducted to provide an overview of the available gastrointestinal surgical applications and evaluate their prospects for surgical care provision. METHODS The PubMed, EMBASE and Cochrane databases were searched for articles up to October 6th 2022. Articles were considered eligible if they assessed or described mobile applications used in a gastrointestinal surgery setting for healthcare purposes. Two authors independently evaluated selected studies and extracted data for analysis. Descriptive data analysis was conducted. The revised Cochrane risk of bias (RoB-2) tool and ROBINS-I assessment tool were used to determine the methodological quality of studies. RESULTS Thirty-eight articles describing twenty-nine applications were included. The applications were classified into seven categories: monitoring, weight loss, postoperative recovery, education, communication, prognosis, and clinical decision-making. Most applications were reported for colorectal surgery, half of which focused on monitoring. Overall, a low-quality evidence was found. Most applications have only been evaluated on their usability or feasibility but not on the proposed clinical benefits. Studies with high quality evidence were identified in the areas of colorectal (2), hepatopancreatobiliary (1) and bariatric surgery (1), reporting significantly positive outcomes in terms of postoperative recovery, complications and weight loss. CONCLUSIONS The interest for applications and their use in gastrointestinal surgery is increasing. From our study, it appears that most studies using applications fail to report adequate clinical evaluation, and do not provide evidence on the effectiveness or safety of applications. Clinical evaluation of objective outcomes is much needed to evaluate the efficacy, quality and safety of applications being used as a medical device across user groups and settings.
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Affiliation(s)
- Sebastiaan L van der Storm
- Amsterdam UMC Location University of Amsterdam, Surgery, Meibergdreef 9, Amsterdam, The Netherlands
- Amsterdam Gastroenterology and Metabolism, Amsterdam, The Netherlands
- Amsterdam Public Health, Digital Health, Box 22660, 1105 AZ, Amsterdam, The Netherlands
| | - Mustafa Bektaş
- Amsterdam UMC Location University of Amsterdam, Surgery, Meibergdreef 9, Amsterdam, The Netherlands
- Amsterdam Gastroenterology and Metabolism, Amsterdam, The Netherlands
- Amsterdam Public Health, Digital Health, Box 22660, 1105 AZ, Amsterdam, The Netherlands
| | - Esther Z Barsom
- Amsterdam UMC Location University of Amsterdam, Surgery, Meibergdreef 9, Amsterdam, The Netherlands
- Amsterdam Gastroenterology and Metabolism, Amsterdam, The Netherlands
- Amsterdam Public Health, Digital Health, Box 22660, 1105 AZ, Amsterdam, The Netherlands
| | - Marlies P Schijven
- Amsterdam UMC Location University of Amsterdam, Surgery, Meibergdreef 9, Amsterdam, The Netherlands.
- Amsterdam Gastroenterology and Metabolism, Amsterdam, The Netherlands.
- Amsterdam Public Health, Digital Health, Box 22660, 1105 AZ, Amsterdam, The Netherlands.
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Tripepi M, Pizzocaro E, Giardino A, Frigerio I, Guglielmi A, Butturini G. Telemedicine and Pancreatic Cancer: A Systematic Review. Telemed J E Health 2023; 29:352-360. [PMID: 35861761 DOI: 10.1089/tmj.2022.0140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Introduction: Pancreatic cancer requires a multidisciplinary approach in a high-volume center for all the steps of the diagnostic-therapeutic course. However, the most experienced centers are not evenly distributed throughout the country causing a real "health migration" that involves patients and families with relevant economic, time, and energy costs to bear. The COVID-19 pandemic had a deep impact on surgical and oncological care and the travel limits due to COVID-related restrictions, have delayed the care of cancer patient living far from the referral centers. In this scenario, several telemedicine approaches have been proposed to reduce the distance between clinicians and patients and to allow a fast and effective access to care even for patients distant from referral centers. The aim of the study is to analyze the evidence and describe the current utility of telemedicine tool for patients with pancreatic cancer. Methods: We systematically searched the literature in the following databases: Web of Science, PubMed, Scopus, and MEDLINE. The inclusion criteria were article describing a telemedicine intervention (virtual visits, telephone follow-up/counseling, mobile or online apps, telemonitoring) and focusing on adult patients with pancreatic cancer at any stage of the disease. Results: In total, 846 titles/abstracts were identified. Following quality assessment, the review included 40 studies. Telemedicine has been proposed in multiple clinical settings, demonstrating high levels of patient and health professional satisfaction. Conclusion: Successful telemedicine applications in patients with pancreatic cancer are telerehabilitation and nutritional assessment, remote symptom control, teledischarge after pancreatic surgery, tele-education and medical mentoring regarding pancreatic disease as well as telepathology.
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Affiliation(s)
- Marzia Tripepi
- Department of Surgery, General and Hepatobiliary Surgery, University of Verona, Verona, Italy.,Surgical Department, HPB Unit Pederzoli Hospital, Peschiera del Garda, Verona
| | - Erica Pizzocaro
- Department of Surgical Sciences, University of Verona, Verona, Italy
| | - Alessandro Giardino
- Surgical Department, HPB Unit Pederzoli Hospital, Peschiera del Garda, Verona
| | - Isabella Frigerio
- Surgical Department, HPB Unit Pederzoli Hospital, Peschiera del Garda, Verona
| | - Alfredo Guglielmi
- Department of Surgery, General and Hepatobiliary Surgery, University of Verona, Verona, Italy
| | - Giovanni Butturini
- Surgical Department, HPB Unit Pederzoli Hospital, Peschiera del Garda, Verona
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11
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Huelster HL, Zemp L, Turner K, Gonzalez BD, Jim H, Gore LR, Gilbert SM. Mobile Postoperative Symptom Intervention Tool and Biometric Monitoring After Radical Cystectomy: Pilot Study Evaluating Feasibility, Usability, and Potential Utility. J Urol 2023; 209:410-421. [PMID: 36350586 PMCID: PMC10316518 DOI: 10.1097/ju.0000000000003048] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Accepted: 10/25/2022] [Indexed: 11/11/2022]
Abstract
PURPOSE Mobile health technology and integration of patient-reported outcome measures into clinical interventions have the potential to transform patient care. Though patient-reported outcome measure management has been shown to improve outcomes in ambulatory care settings, few studies have examined remote patient-reported outcome measure assessment after major cancer surgery. MATERIALS AND METHODS A multiphased feasibility and usability study was designed. A mobile app-based postoperative symptom intervention tool was developed and evaluated by a focus group of bladder cancer patients and caregivers. Patients were prospectively accrued prior to cystectomy and asked to complete the daily mobile postoperative symptom intervention tool and wear biometric monitoring devices for 30 days post discharge. Retention, postoperative symptom intervention tool completion, and usability were assessed. Exploratory analysis of daily symptoms and patient-generated health information correlated signals with postsurgical complications and hospital readmission. RESULTS Fifteen patients with a median age of 72 years completed 78% of daily surveys over the 30-day recovery period. Average time to complete the postoperative symptom intervention tool was 152 seconds. All patients agreed that the daily survey was easy to use, and most reported it would be a better way to communicate with the care team about symptoms than calling the clinic. Frequency and severity of patient-reported symptoms appeared to cluster prior to or at the time of complication or unplanned health care encounters on visual-analogue mapping. CONCLUSIONS Using smartphone and wearable technology to capture patient-reported symptoms and biometric data is feasible and rated as highly usable by bladder cancer patients after cystectomy. Symptom scores may signal developing complications and help clinicians identify postsurgical patients who may benefit from intervention.
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Affiliation(s)
- Heather L Huelster
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Logan Zemp
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Kea Turner
- Department of Health Outcomes and Behavior, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Brian D Gonzalez
- Department of Health Outcomes and Behavior, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Heather Jim
- Department of Health Outcomes and Behavior, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - L Robert Gore
- Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Scott M Gilbert
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
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12
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Kushniruk A, Dawe-Lane E, Siddi S, Lamers F, Simblett S, Riquelme Alacid G, Ivan A, Myin-Germeys I, Haro JM, Oetzmann C, Popat P, Rintala A, Rubio-Abadal E, Wykes T, Henderson C, Hotopf M, Matcham F. Understanding the Subjective Experience of Long-term Remote Measurement Technology Use for Symptom Tracking in People With Depression: Multisite Longitudinal Qualitative Analysis. JMIR Hum Factors 2023; 10:e39479. [PMID: 36701179 PMCID: PMC9945920 DOI: 10.2196/39479] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Revised: 10/07/2022] [Accepted: 11/07/2022] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND Remote measurement technologies (RMTs) have the potential to revolutionize major depressive disorder (MDD) disease management by offering the ability to assess, monitor, and predict symptom changes. However, the promise of RMT data depends heavily on sustained user engagement over extended periods. In this paper, we report a longitudinal qualitative study of the subjective experience of people with MDD engaging with RMTs to provide insight into system usability and user experience and to provide the basis for future promotion of RMT use in research and clinical practice. OBJECTIVE We aimed to understand the subjective experience of long-term engagement with RMTs using qualitative data collected in a longitudinal study of RMTs for monitoring MDD. The objectives were to explore the key themes associated with long-term RMT use and to identify recommendations for future system engagement. METHODS In this multisite, longitudinal qualitative research study, 124 semistructured interviews were conducted with 99 participants across the United Kingdom, Spain, and the Netherlands at 3-month, 12-month, and 24-month time points during a study exploring RMT use (the Remote Assessment of Disease and Relapse-Major Depressive Disorder study). Data were analyzed using thematic analysis, and interviews were audio recorded, transcribed, and coded in the native language, with the resulting quotes translated into English. RESULTS There were 5 main themes regarding the subjective experience of long-term RMT use: research-related factors, the utility of RMTs for self-management, technology-related factors, clinical factors, and system amendments and additions. CONCLUSIONS The subjective experience of long-term RMT use can be considered from 2 main perspectives: experiential factors (how participants construct their experience of engaging with RMTs) and system-related factors (direct engagement with the technologies). A set of recommendations based on these strands are proposed for both future research and the real-world implementation of RMTs into clinical practice. Future exploration of experiential engagement with RMTs will be key to the successful use of RMTs in clinical care.
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Affiliation(s)
| | - Erin Dawe-Lane
- Department of Psychology, King's College London, London, United Kingdom
| | - Sara Siddi
- Parc Sanitari Sant Joan de Déu, Fundació Sant Joan de Déu, CIBERSAM, Universitat de Barcelona, Barcelona, Spain
| | - Femke Lamers
- Department of Psychiatry, Amsterdam University Medical Center, Vrije Universiteit, Amsterdam, Netherlands
| | - Sara Simblett
- Department of Psychology, King's College London, London, United Kingdom
| | - Gemma Riquelme Alacid
- Parc Sanitari Sant Joan de Déu, Fundació Sant Joan de Déu, CIBERSAM, Universitat de Barcelona, Barcelona, Spain
| | - Alina Ivan
- Department of Psychological Medicine, King's College London, London, United Kingdom
| | - Inez Myin-Germeys
- Center for Contextual Psychiatry, Department of Neurosciences, UK Leuven, Leuven, Belgium
| | - Josep Maria Haro
- Parc Sanitari Sant Joan de Déu, Fundació Sant Joan de Déu, CIBERSAM, Universitat de Barcelona, Barcelona, Spain
| | - Carolin Oetzmann
- Department of Psychological Medicine, King's College London, London, United Kingdom
| | - Priya Popat
- Department of Psychological Medicine, King's College London, London, United Kingdom
| | - Aki Rintala
- Center for Contextual Psychiatry, Department of Neurosciences, UK Leuven, Leuven, Belgium
| | - Elena Rubio-Abadal
- Parc Sanitari Sant Joan de Déu, Fundació Sant Joan de Déu, CIBERSAM, Universitat de Barcelona, Barcelona, Spain
| | - Til Wykes
- Department of Psychology, King's College London, London, United Kingdom
| | - Claire Henderson
- Health Service & Population Research Department, King's College London, London, United Kingdom
| | - Matthew Hotopf
- Department of Psychological Medicine, King's College London, London, United Kingdom
| | - Faith Matcham
- Department of Psychological Medicine, King's College London, London, United Kingdom.,School of Psychology, University of Sussex, Falmer, Sussex, United Kingdom
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13
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Darley A, Coughlan B, Maguire R, McCann L, Furlong E. A bridge from uncertainty to understanding: The meaning of symptom management digital health technology during cancer treatment. Digit Health 2023; 9:20552076231152163. [PMID: 36714543 PMCID: PMC9880573 DOI: 10.1177/20552076231152163] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Accepted: 01/03/2023] [Indexed: 01/24/2023] Open
Abstract
Objective Digital health technology is valued as a tool to provide person-centred care and improve health outcomes amongst people with cancer and their family caregivers. Although the evidence to date shows encouraging effectiveness, there is limited knowledge regarding the lived experience and personal meaning of using supportive technology during cancer treatment. The aim of this study was to explore the lived experiences of people with colorectal cancer receiving chemotherapy using digital health symptom management technology and their family caregivers. Methods A longitudinal and multi-perspective interpretative phenomenological analytical approach was adopted including three people with newly diagnosed colorectal cancer and four family caregivers. Findings Three superordinate themes and related subthemes were identified. The first theme (The 3 Cs of symptom management technology) centred on the continuity of care that participants felt while using the technology. The second theme (Digital health technology as a psychosocial support) offered insights into the psychological benefits using technology incurred as they navigated their cancer diagnosis including sense of control and psychological safety. The final theme (Impact of digital health technology on family caregivers) details the supportive effect the technology had on family caregivers' role, responsibilities and well-being during the cancer experience. Conclusion Digital health technology can act as a bridge from uncertainty to an understanding regarding a cancer diagnosis and its treatment. Digital health technology can support peoples' understanding of cancer and enhance self-management practices, while being a psychological support in navigating the uncertain and often worrying period of receiving cancer treatment.
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Affiliation(s)
- Andrew Darley
- School of Medicine, University College Dublin, Dublin, Ireland,Andrew Darley, School of Medicine,
University College Dublin, Belfield, Dublin 4, Ireland.
| | - Barbara Coughlan
- School of Nursing, Midwifery and Health Systems, University College Dublin, Dublin, Ireland
| | - Roma Maguire
- Digital Health and Wellness Group, Department of Computing and
Information Sciences, University of Strathclyde, Glasgow, UK
| | - Lisa McCann
- Digital Health and Wellness Group, Department of Computing and
Information Sciences, University of Strathclyde, Glasgow, UK
| | - Eileen Furlong
- School of Nursing, Midwifery and Health Systems, University College Dublin, Dublin, Ireland
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14
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Seok JW, Kwon YJ, Lee H. Feasibility and efficacy of TouchCare system using application for older adults living alone: a pilot pre-experimental study. BMC Geriatr 2022; 22:799. [PMID: 36474186 PMCID: PMC9829959 DOI: 10.1186/s12877-022-03482-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 09/23/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND With the number of older people living alone continuously rising, health-monitoring systems using information and communication technology (ICT) have been developed to manage their health issues. Life logging and human body communication sensor, types of ICT, have been adapted to manage and monitor health status of the elderly. However, its feasibility and efficacy remain unclear. This study aimed to examine the feasibility of TouchCare system which combined life logging with human body communication technology and its effect on the physical and psychological status of older adults living alone. METHODS The TouchCare system, which consisted of a wearable watch, touchpad sensors, TouchCare application, and context-aware artificial intelligence, was developed by DNX Co. Ltd and used by the participants for 5 months. Out of the 111 selected participants, 91 replied to the satisfaction survey, and 22 participated in further investigation regarding their physical and psychological status. Finally, health assessment from 14 participants and sensor data from 13 participants (mean age = 77.4; SD = 3.8) were analyzed to compare their health status and health-related behaviors before and after use of the system. RESULTS Out of the 91 participants who took the survey, 51.6% were satisfied with the system. Nutritional status (pre-intervention (10.6 ± 2.0) vs. post-intervention (11.8 ± 1.9), P = 0.04) and fall efficacy (pre-intervention (89.2 ± 15.3) vs. post-intervention (99.9 ± 0.5), P = 0.001) significantly improved after use of the system. Chronic pain (pre-intervention (4.8 ± 2.5) vs. post-intervention (4.4 ± 3.7), P = 0.78) and depressive symptoms (pre-intervention (5.7 ± 3.9) vs. post-intervention (5.4 ± 3.1), P = 0.60) reduced, while cognitive function (pre-intervention (4.1 ± 1.4) vs. post-intervention (4.6 ± 1.1), P = 0.15) and physical performance related to walking improved (pre-intervention (3.9 ± 0.2) vs. post-intervention (4.0 ± 0), P = 0.35), but were not significant. Behaviors related to physical activity and gait improved after use of the system; touch counts of refrigerator and microwave also increased with a decrease in night touch counts. CONCLUSIONS The TouchCare system was acceptable to older people living alone, and it efficiently managed their daily living while promoting their health-related behaviors. Further experimental studies are required to verify the effectiveness of the system, and to develop the system which meet the individualized needs of older people living alone.
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Affiliation(s)
- Jo Woon Seok
- grid.15444.300000 0004 0470 5454College of Nursing, Mo-Im Kim Research Institute, Yonsei University, 50-1, Yonsei-Ro, Seodaemun-gu, Seoul, 03722 Republic of Korea
| | - Yu-Jin Kwon
- grid.15444.300000 0004 0470 5454Department of Family Medicine, Yonsei University College of Medicine, Yongin Severance Hospital, Yongin, Gyeonggi-do 16995 Republic of Korea
| | - Hyangkyu Lee
- grid.15444.300000 0004 0470 5454College of Nursing, Mo-Im Kim Research Institute, Yonsei University, 50-1, Yonsei-Ro, Seodaemun-gu, Seoul, 03722 Republic of Korea
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15
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Drott J, Fomichov V, Nordén M, Larsson AL, Sandström P, Björnsson B, Eldh AC. Patient preferences and experiences of participation in surgical cancer care. Worldviews Evid Based Nurs 2022; 19:405-414. [PMID: 35607906 PMCID: PMC10946456 DOI: 10.1111/wvn.12589] [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: 12/03/2021] [Revised: 02/11/2022] [Accepted: 02/26/2022] [Indexed: 11/28/2022]
Abstract
BACKGROUND Quality cancer care necessitates opportunities for patient participation, supposedly recognizing the individual's preferences and experiences for being involved in their health and healthcare issues. Previous research shows that surgical cancer patients wish to be more involved, requiring professionals to be sensitive of patients' needs. AIMS To explore preference-based patient participation in surgical cancer care. METHODS A cross-sectional study was conducted. The Patient Preferences for Patient Participation tool (4Ps) was used, which includes 12 attributes of preferences for and experiences of patient participation. Data were analyzed with descriptive and comparative statistical methods. RESULTS The results are based on a total of 101 questionnaires. Having reciprocal communication and being listened to by healthcare staff were commonly deemed crucial for patient participation. While 60% of the patients suggested that taking part in planning was crucial for their participation, they had experienced this only to some extent. Learning to manage symptoms and phrasing personal goals were items most often representing insufficient conditions for preference-based patient participation. LINKING EVIDENCE TO ACTION To support person-centered surgical care, further efforts to suffice preference-based participation are needed, including opportunities for patients to share their experiences and engage in the planning of healthcare activities.
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Affiliation(s)
- Jenny Drott
- Department of Health, Medicine and Caring SciencesLinköping UniversityLinköpingSweden
- Department of Surgery in Linköping, Department of Biomedical and Clinical SciencesLinköping UniversityLinköpingSweden
| | - Victoria Fomichov
- Unit for Public Health and Statistics, County Council of ÖstergötlandLinköping UniversityLinköpingSweden
| | - Maria Nordén
- Department of Urology in Linköping, Department of Biomedical and Clinical SciencesLinköping UniversityLinköpingSweden
| | - Anna Lindhoff Larsson
- Department of Surgery in Linköping, Department of Biomedical and Clinical SciencesLinköping UniversityLinköpingSweden
| | - Per Sandström
- Department of Surgery in Linköping, Department of Biomedical and Clinical SciencesLinköping UniversityLinköpingSweden
| | - Bergthor Björnsson
- Department of Surgery in Linköping, Department of Biomedical and Clinical SciencesLinköping UniversityLinköpingSweden
| | - Ann Catrine Eldh
- Department of Health, Medicine and Caring SciencesLinköping UniversityLinköpingSweden
- Department of Public Health and Caring SciencesUppsala UniversityUppsalaSweden
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16
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A systematic review of engagement reporting in remote measurement studies for health symptom tracking. NPJ Digit Med 2022; 5:82. [PMID: 35768544 PMCID: PMC9242990 DOI: 10.1038/s41746-022-00624-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 06/01/2022] [Indexed: 01/25/2023] Open
Abstract
Remote Measurement Technologies (RMTs) could revolutionise management of chronic health conditions by providing real-time symptom tracking. However, the promise of RMTs relies on user engagement, which at present is variably reported in the field. This review aimed to synthesise the RMT literature to identify how and to what extent engagement is defined, measured, and reported, and to present recommendations for the standardisation of future work. Seven databases (Embase, MEDLINE and PsycINFO (via Ovid), PubMed, IEEE Xplore, Web of Science, and Cochrane Central Register of Controlled Trials) were searched in July 2020 for papers using RMT apps for symptom monitoring in adults with a health condition, prompting users to track at least three times during the study period. Data were synthesised using critical interpretive synthesis. A total of 76 papers met the inclusion criteria. Sixty five percent of papers did not include a definition of engagement. Thirty five percent included both a definition and measurement of engagement. Four synthetic constructs were developed for measuring engagement: (i) engagement with the research protocol, (ii) objective RMT engagement, (iii) subjective RMT engagement, and (iv) interactions between objective and subjective RMT engagement. The field is currently impeded by incoherent measures and a lack of consideration for engagement definitions. A process for implementing the reporting of engagement in study design is presented, alongside a framework for definition and measurement options available. Future work should consider engagement with RMTs as distinct from the wider eHealth literature, and measure objective versus subjective RMT engagement.Registration: This review has been registered on PROSPERO [CRD42020192652].
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17
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Mangsbacka M, Gustavell T. Nurses' Experiences Using an Interactive System to Assess and Manage Treatment-Related Symptoms of Patients With Pancreatic Cancer: Interview Study. JMIR Nurs 2022; 5:e36654. [PMID: 35576577 PMCID: PMC9152722 DOI: 10.2196/36654] [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: 01/24/2022] [Accepted: 03/13/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Treatment for pancreatic cancer entails symptom distress and a high burden of self-care. Patient-reported outcomes, collected with the support of mobile health (mHealth), have shown positive effects on symptom management, patient satisfaction, and quality of life for patients with cancer. For mHealth tools to become an integral part of clinical routine, experiences from health care professionals are needed. OBJECTIVE The aim of this paper is to describe nurses' experiences of integrating an interactive system (Interaktor) for symptom assessment and management into daily practice, when caring for patients following pancreaticoduodenectomy and during chemotherapy treatment due to pancreatic cancer. METHODS Patients reported symptoms via the Interaktor app daily for 6 months. In the event of alarming symptoms, an alert was triggered to the patient's nurse who then called the patient to offer advice and support. All nurses (n=8) who assessed patients were interviewed either individually or in a group. Transcribed interviews were analyzed using qualitative thematic analysis. RESULTS mHealth can facilitate person-centered care by offering nurses a way to gain knowledge about patients and to build relationships. Further, obstacles to implementation could be seen due to a lack of structural prerequisites and uncertainty about multiple ways to interact with patients. CONCLUSIONS The Interaktor system can provide person-centered care. However, to implement mHealth tools as a clinical routine, focus needs to be placed on creating the necessary organizational conditions.
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Affiliation(s)
- Maria Mangsbacka
- School of Health and Welfare, Dalarna University, Falun, Sweden.,Nursing Research, Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Tina Gustavell
- Division of Nursing, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden.,Department of Upper Abdominal Diseases, Cancer Theme, Karolinska University Hospital (Huddinge), Stockholm, Sweden
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18
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Carter J, Abu-Rustum NR, Saban S, Chen LY, Vickers AJ, Tin AL, Billanti G, Connors NA, Broach V, Brown CL, Chi DS, Gardner GJ, Goldfrank DJ, Jewell EL, Leitao MM, Long Roche KC, Mueller JJ, Sonoda Y, Zivanovic O. Gynecologic Survivorship Tool: Development, Implementation, and Symptom Outcomes. JCO Clin Cancer Inform 2022; 6:e2100154. [PMID: 35239413 PMCID: PMC8920469 DOI: 10.1200/cci.21.00154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE To describe the development and implementation of a new digital health clinical tool (Gynecologic Survivorship Tool [GST]) for symptom management of women surgically treated for gynecologic cancer; to assess its feasibility; and to conduct a retrospective review of the data. MATERIALS AND METHODS The GST was developed on the basis of a comprehensive review of the literature, multidisciplinary expert opinion, and feedback from women with a history of gynecologic cancer. It is composed of 17 questions addressing six main categories-gynecologic health (abnormal bleeding/pain), lymphedema, vaginal/vulvar dryness, sexual health, menopause (hot flushes/sleep difficulties), and bowel/urinary issues. An electronic version using the Memorial Sloan Kettering Cancer Center Engage platform was piloted in two clinics for patients with endometrial or cervical cancer. Health information was generated into clinical summaries and identified concerns for actionable response. Associations of symptom and survey time point were assessed by longitudinal models using generalized estimating equations. RESULTS From January 1, 2019, to February 29, 2020, 3,357 GST assessments were assigned to 1,405 patients, with a 71% completion rate (90% within 5 minutes). Sixty-eight percent were performed at home via a patient portal, 32% at follow-ups using a clinic iPad. The most common symptoms were bowel problems, swelling/fluid, pain during examination, vaginal or vulvar dryness, and vaginal bleeding. Implementation challenges included improving patient compliance and ensuring that reports were reviewed by all clinical teams. We developed screening e-mails detailing patients whose assessments were due, planned training sessions for multidisciplinary teams, and incorporated feedback on methods for reviewing symptoms reports. CONCLUSION The GST demonstrated feasibility, a high completion rate, and minimal time commitment. It was an effective electronic reporting mechanism for patients, enabling the medical team to develop specific strategies for alleviating bothersome symptoms during follow-up.
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Affiliation(s)
- Jeanne Carter
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY,Department of Psychiatry, Memorial Sloan Kettering Cancer Center, New York, NY,Department of Psychiatry, Weill Cornell Medical College, New York, NY,Jeanne Carter, PhD, Gynecology Service, Department of Surgery Memorial Sloan Kettering Cancer Center, 641 Lexington Ave, Floor 7, New York, NY 10022; e-mail:
| | - Nadeem R. Abu-Rustum
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY,Department of Obstetrics and Gynecology, Weill Cornell Medical College, New York, NY
| | - Sally Saban
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Ling Y. Chen
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Andrew J. Vickers
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Amy L. Tin
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Gabriela Billanti
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Nicole A. Connors
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY
| | - Vance Broach
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY,Department of Obstetrics and Gynecology, Weill Cornell Medical College, New York, NY
| | - Carol L. Brown
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY,Department of Obstetrics and Gynecology, Weill Cornell Medical College, New York, NY
| | - Dennis S. Chi
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY,Department of Obstetrics and Gynecology, Weill Cornell Medical College, New York, NY
| | - Ginger J. Gardner
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY,Department of Obstetrics and Gynecology, Weill Cornell Medical College, New York, NY
| | - Deborah J. Goldfrank
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY,Department of Obstetrics and Gynecology, Weill Cornell Medical College, New York, NY
| | - Elizabeth L. Jewell
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY,Department of Obstetrics and Gynecology, Weill Cornell Medical College, New York, NY
| | - Mario M. Leitao
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY,Department of Obstetrics and Gynecology, Weill Cornell Medical College, New York, NY
| | - Kara C. Long Roche
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY,Department of Obstetrics and Gynecology, Weill Cornell Medical College, New York, NY
| | - Jennifer J. Mueller
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY,Department of Obstetrics and Gynecology, Weill Cornell Medical College, New York, NY
| | - Yukio Sonoda
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY,Department of Obstetrics and Gynecology, Weill Cornell Medical College, New York, NY
| | - Oliver Zivanovic
- Gynecology Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY,Department of Obstetrics and Gynecology, Weill Cornell Medical College, New York, NY
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19
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Ellen JG, Boele FW, Hellman B, Duprey K, Nayak L, Morris J. Pilot study of smartphone-based health outcome tracking (OurBrainBank) for glioblastoma patients. Neurooncol Pract 2021; 8:684-690. [PMID: 34777837 PMCID: PMC8579086 DOI: 10.1093/nop/npab044] [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] [Indexed: 11/25/2022] Open
Abstract
Background Patients with glioblastoma (GBM) typically have high symptom burden impacting on quality of life. Mobile apps may help patients track their condition and provide real-time data to clinicians and researchers. We developed a health outcome reporting app (OurBrainBank [OBB]) for GBM patients. Our primary aim was to explore the feasibility and take-up of OBB. Secondary aims were to examine the potential value of OBB app usage for patient well-being and clinical research. Methods Participants (or caregiver proxies) completed baseline surveys and tracked 10 health outcomes over time. We evaluated usage and engagement, and relationships between clinical/sociodemographic variables and OBB use. Participant satisfaction and feedback were described. To demonstrate usefulness for clinical research, health outcomes were compared with corresponding items on a validated measure (EQ-5D-5L). Results From March 2018 to February 2021, OBB was downloaded by 630 individuals, with 15 207 sets of 10 health outcomes submitted. Higher engagement was associated with being a patient rather than a caregiver (χ 2(2,568) = 28.6, P < .001), having higher self-rated health scores at baseline (F(2,460) = 4.8, P = .009) and more previous experience with mobile apps (χ 2(2,585) = 9.6, P = .008). Among the 66 participants who completed a feedback survey, most found health outcome tracking useful (average 7/10), and would recommend the app to others (average 8.4/10). The OBB health outcomes mapped onto corresponding EQ-5D-5L items, suggesting their validity. Conclusions OBB can efficiently collect GBM patients’ health outcomes. The long-term goal is to create a unique database of thousands of deidentified GBM patients, with open access to qualified researchers.
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Affiliation(s)
- Jacob G Ellen
- University College London Institute of Health Informatics, University College London, London, UK
| | - Florien W Boele
- Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK.,Leeds Institute of Health Sciences, University of Leeds, Leeds,UK
| | | | | | - Lakshmi Nayak
- Center for Neuro-Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
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20
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Darley A, Coughlan B, Furlong E. People with cancer and their family caregivers' personal experience of using supportive eHealth technology: A narrative review. Eur J Oncol Nurs 2021; 54:102030. [PMID: 34531122 DOI: 10.1016/j.ejon.2021.102030] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Accepted: 09/01/2021] [Indexed: 12/31/2022]
Abstract
PURPOSE To synthesise existing qualitative evidence regarding the experiences of people living with cancer and their family caregivers using eHealth technology in their home setting. METHOD A narrative review using a systematic approach was utilised. Five databases (PubMed, CINAHL, EMBASE, PsycINFO and the Cochrane Library) were searched using a tailored search strategy to identify primary research articles published between January 2005 and May 2021. Studies were quality appraised using the Critical Appraisal Skills Programme's Qualitative Studies Checklist and the Mixed Method Appraisal Tool, where relevant. Identified studies were appraised by three reviewers and data were extracted for analysis. Key themes were identified and agreed upon by the authors. RESULTS 28 empirical studies were included in the review. Five major themes emerged: (i) understanding of cancer and its care (ii) alignment and integration of eHealth technology into daily life (iii) connection and collaboration with healthcare professionals, family and peers (iii) reassurance and sense of safety (iv) and the psychosocial impact on the self during the cancer experience. CONCLUSIONS eHealth technology can have positive role in the lives of people with cancer and their family caregivers, beyond the intended health outcomes of the intervention. Individual preferences amongst people with cancer and their family caregivers using eHealth technology must be considered, especially regarding cancer information delivery, content and support methods. This review underlines a critical need for further in-depth evidence on the personal meaning and relationships people with cancer and their family caregivers develop with eHealth technology in an ambulatory care setting.
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Affiliation(s)
- Andrew Darley
- School of Medicine, University College, Dublin, Ireland.
| | - Barbara Coughlan
- School of Nursing, Midwifery and Health Systems, University College, Dublin, Ireland.
| | - Eileen Furlong
- School of Nursing, Midwifery and Health Systems, University College, Dublin, Ireland.
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21
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Kuo HJ, Chang NT, Tien YW, Chou YJ, Shun SC. Determinants of Quality of Life in Individuals With a Dual Diagnosis of Resectable Pancreatic Cancer and Diabetes Mellitus. Oncol Nurs Forum 2021; 48:390-402. [PMID: 34142999 DOI: 10.1188/21.onf.390-402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
OBJECTIVES To explore the associations among clinical characteristics, fatigue, diabetes mellitus (DM) self-care activities, and quality of life (QOL) in individuals with resectable pancreatic cancer and DM. SAMPLE & SETTING 57 individuals with resectable pancreatic cancer and DM from an outpatient pancreatic surgical department in Taiwan were included in the final analysis. METHODS & VARIABLES A cross-sectional, correlational design was used. QOL, fatigue, and DM self-care were measured by the European Organisation for Research and Treatment of Cancer QOL Questionnaire-Core 30, the Fatigue Symptom Inventory, and the Summary of Diabetes Self-Care Activities. RESULTS Participants who had a shorter duration of DM and higher levels of fatigue (including intensity, duration, and interference) reported lower QOL scores. Participants who performed more DM self-care activities and physical activity per week had higher QOL scores. Fatigue, DM self-care activities, and DM duration were significant factors related to QOL. IMPLICATIONS FOR NURSING Shorter DM duration, increased fatigue, and fewer DM self-care activities were determinants of worse QOL in individuals with resectable pancreatic cancer and DM.
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22
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Abstract
Pain is the main symptom of pancreatic cancer (pancreatic ductal adenocarcinoma, PDAC). Pain in pancreatic cancer may be visceral, somatic or neuropathic in origin. Pain is produced by tissue damage, inflammation, ductal obstruction and infiltration. Visceral nociceptive signals caused by damage to the upper abdominal viscera are carried along sympathetic fibers, which travel to the celiac plexus nerves and ganglia, which are found at the T12-L2 vertebral levels, anterolateral to the aorta near the celiac trunk. From here, the signals are transmitted through the splanchnic nerves to the T5-T12 dorsal root ganglia and then on to the higher centers of the central nervous system. Somatic and neuropathic pain may arise from tumor extension into the surrounding peritoneum, retroperitoneum and bones and, in the latter case, into the nerves, such as the lumbosacral plexus. It should also be noted that other types of pain might arise because of therapeutic interventions, such as post-chemoradiation syndromes, which cause mucositis and enteritis. Management with non-steroidal anti-inflammatory agents and narcotics was the mainstay of therapy. In recent years, celiac plexus blocks and neurolysis, as well as intrathecal therapies have been used to control severe pain, at times resulting in a decreased need for drugs, avoiding their unwanted side effects. Pain may impair the patient’s quality of life, negatively affecting patient outcome and resulting in increased psychological stress. Even after recognizing the negative effect of cancer pain on patient overall health, studies have shown that cancer pain is still undertreated. This review focuses on neuropathic pain, which is difficult to handle; thus, the most recent literature was reviewed in order to diagnose neuropathic pain and its management.
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23
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Low CA, Li M, Vega J, Durica KC, Ferreira D, Tam V, Hogg M, Zeh Iii H, Doryab A, Dey AK. Digital Biomarkers of Symptom Burden Self-Reported by Perioperative Patients Undergoing Pancreatic Surgery: Prospective Longitudinal Study. JMIR Cancer 2021; 7:e27975. [PMID: 33904822 PMCID: PMC8114161 DOI: 10.2196/27975] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Revised: 03/17/2021] [Accepted: 03/29/2021] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND Cancer treatments can cause a variety of symptoms that impair quality of life and functioning but are frequently missed by clinicians. Smartphone and wearable sensors may capture behavioral and physiological changes indicative of symptom burden, enabling passive and remote real-time monitoring of fluctuating symptoms. OBJECTIVE The aim of this study was to examine whether smartphone and Fitbit data could be used to estimate daily symptom burden before and after pancreatic surgery. METHODS A total of 44 patients scheduled for pancreatic surgery participated in this prospective longitudinal study and provided sufficient sensor and self-reported symptom data for analyses. Participants collected smartphone sensor and Fitbit data and completed daily symptom ratings starting at least two weeks before surgery, throughout their inpatient recovery, and for up to 60 days after postoperative discharge. Day-level behavioral features reflecting mobility and activity patterns, sleep, screen time, heart rate, and communication were extracted from raw smartphone and Fitbit data and used to classify the next day as high or low symptom burden, adjusted for each individual's typical level of reported symptoms. In addition to the overall symptom burden, we examined pain, fatigue, and diarrhea specifically. RESULTS Models using light gradient boosting machine (LightGBM) were able to correctly predict whether the next day would be a high symptom day with 73.5% accuracy, surpassing baseline models. The most important sensor features for discriminating high symptom days were related to physical activity bouts, sleep, heart rate, and location. LightGBM models predicting next-day diarrhea (79.0% accuracy), fatigue (75.8% accuracy), and pain (79.6% accuracy) performed similarly. CONCLUSIONS Results suggest that digital biomarkers may be useful in predicting patient-reported symptom burden before and after cancer surgery. Although model performance in this small sample may not be adequate for clinical implementation, findings support the feasibility of collecting mobile sensor data from older patients who are acutely ill as well as the potential clinical value of mobile sensing for passive monitoring of patients with cancer and suggest that data from devices that many patients already own and use may be useful in detecting worsening perioperative symptoms and triggering just-in-time symptom management interventions.
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Affiliation(s)
- Carissa A Low
- Mobile Sensing + Health Institute, Center for Behavioral Health, Media, and Technology, University of Pittsburgh, Pittsburgh, PA, United States
| | - Meng Li
- Mobile Sensing + Health Institute, Center for Behavioral Health, Media, and Technology, University of Pittsburgh, Pittsburgh, PA, United States
| | - Julio Vega
- Mobile Sensing + Health Institute, Center for Behavioral Health, Media, and Technology, University of Pittsburgh, Pittsburgh, PA, United States
| | - Krina C Durica
- Mobile Sensing + Health Institute, Center for Behavioral Health, Media, and Technology, University of Pittsburgh, Pittsburgh, PA, United States
| | - Denzil Ferreira
- Information Technology and Electrical Engineering, University of Oulu, Oulu, Finland
| | - Vernissia Tam
- Department of Surgery, New York-Presbyterian Hospital & Weill Cornell Medical College, New York, NY, United States
| | - Melissa Hogg
- NorthShore University HealthSystem, Evanston, IL, United States
| | - Herbert Zeh Iii
- Department of Surgery, UT Southwestern Medical Center, Dallas, TX, United States
| | - Afsaneh Doryab
- Systems and Information Engineering, University of Virginia, Charlottesville, VA, United States
| | - Anind K Dey
- Information School, University of Washington, Seattle, WA, United States
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24
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Jones HV, Smith H, Cooksley T, Jones P, Woolley T, Gwyn Murdoch D, Thomas D, Foster B, Wakefield V, Innominato P, Mullard A, Ghosal N, Subbe C. Checklists for Complications During Systemic Cancer Treatment Shared by Patients, Friends, and Health Care Professionals: Prospective Interventional Cohort Study. JMIR Mhealth Uhealth 2020; 8:e19225. [PMID: 32975526 PMCID: PMC7540918 DOI: 10.2196/19225] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Revised: 08/09/2020] [Accepted: 08/18/2020] [Indexed: 01/18/2023] Open
Abstract
BACKGROUND Advances in cancer management have been associated with an increased incidence of emergency presentations with disease- or treatment-related complications. OBJECTIVE This study aimed to measure the ability of patients and members of their social network to complete checklists for complications of systemic treatment for cancer and examine the impact on patient-centered and health-economic outcomes. METHODS A prospective interventional cohort study was performed to assess the impact of a smartphone app used by patients undergoing systemic cancer therapy and members of their network to monitor for common complications. The app was used by patients, a nominated "safety buddy," and acute oncology services. The control group was made up of patients from the same institution. Measures were based on process (completion of checklists over 60 days), patient experience outcomes (Hospital Anxiety and Depression Scale and the General version of the Functional Assessment of Cancer Therapy at baseline, 1 month, and 2 months) and health-economic outcomes (usage of appointments in primary care and elective and unscheduled hospital admissions). RESULTS At the conclusion of the study, 50 patients had completed 2882 checklists, and their 50 "safety buddies" had completed 318 checklists. Near daily usage was maintained over the 60-day study period. When compared to a cohort of 50 patients with matching disease profiles from the same institution, patients in the intervention group had comparable changes in Hospital Anxiety and Depression Scale and General version of the Functional Assessment of Cancer Therapy. Patients in the Intervention Group required a third (32 vs 97 nights) of the hospital days with overnight stay compared to patients in the Control Group, though the difference was not significant. The question, "I feel safer with the checklist," received a mean score of 4.27 (SD 0.87) on a Likert scale (1-5) for patients and 4.55 (SD 0.65) for family and friends. CONCLUSIONS Patients undergoing treatment for cancer and their close contacts can complete checklists for common complications of systemic treatments and take an active role in systems supporting their own safety. A larger sample size will be needed to assess the impact on clinical outcomes and health economics.
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Affiliation(s)
- Helen V Jones
- Ysbyty Gwynedd, Penrhosgarnedd, Bangor, United Kingdom
| | - Harry Smith
- School of Medicine, Cardiff Univeristy, Cardiff, United Kingdom
| | | | | | - Toby Woolley
- Ysbyty Gwynedd, Penrhosgarnedd, Bangor, United Kingdom
| | | | | | - Betty Foster
- North Wales Cancer Forum, Bangor, United Kingdom
| | | | - Pasquale Innominato
- Ysbyty Gwynedd, Penrhosgarnedd, Bangor, United Kingdom.,Cancer Chronotherapy Team, Warwick Medical School, Coventry, United Kingdom.,European Laboratory U935, Institut National de la Santé et de la Recherche Médicale (INSERM), Paris-Saclay University, Villejuif, France
| | - Anna Mullard
- Ysbyty Gwynedd, Penrhosgarnedd, Bangor, United Kingdom
| | | | - Christian Subbe
- School of Medical Sciences, Bangor University, Bangor, United Kingdom
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