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Dang TH, Wickramasinghe N, Jayaraman PP, Burbury K, Alexander M, Whitechurch A, Dyer M, Quinn S, Forkan ARM, Schofield P. Digital Solution to Support Medication Adherence and Self-Management in Patients with Cancer (SAMSON): Pilot Randomized Controlled Trial. JMIR Form Res 2025; 9:e65302. [PMID: 39969972 PMCID: PMC11888109 DOI: 10.2196/65302] [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: 08/12/2024] [Revised: 12/12/2024] [Accepted: 12/12/2024] [Indexed: 02/20/2025] Open
Abstract
BACKGROUND Medication nonadherence is a serious problem in cancer, potentially impacts patients' health outcomes and health care costs. Although technology-based medication adherence (MA) interventions have emerged, evidence supporting their quality and effectiveness remains limited. OBJECTIVE This study tested the acceptability, feasibility, and potential effects of Safety and Adherence to Medications and Self-care Advice in Oncology (SAMSON), a digital solution designed to support MA and self-management in cancer. METHODS A 12-week, 2-arm, unblinded, pragmatic pilot randomized controlled trial was conducted. Adults with hematological malignancies who started oral cancer medicines within the last 12 months were recruited from a metropolitan specialized hospital and randomized 1:1 to SAMSON or control (usual care). The SAMSON solution included a smartphone app with tailored alerts and real-time self-care advice, a web-based dashboard for health care professionals (HCPs) to monitor patients' adherence and symptoms, and motivational interviewing (MI) teleconsultations delivered by oncology nurses and pharmacists at baseline and weeks 1, 4, 8, and 12. Primary outcomes were the patients' acceptance of SAMSON, measured by the Unified Theory of Acceptance and Use of Technology at 12 weeks, and study feasibility, measured by predefined rates of recruitment, randomization, retention, intervention adherence, and outcome assessment completion. Secondary outcomes were comparison of MA and clinical self-assessments through online questionnaires, including adherence, toxicity self-management, anxiety and depression symptoms, and quality of life, measured at baseline and 12 weeks between the 2 arms. Data retrieved from the SAMSON app (Swinburne University of Technology) was analysed for task completion. RESULTS A total of 33 patients (79% of those who were approached) consented to participate in the trial. Of those, 31/33 (94%) completed baseline surveys and were randomized to SAMSON (15/31) and control arms (16/31). Of 31 patients, 28 (90%) completed the 12-week surveys (12 SAMSON and 16 control). Overall, patients rated the SAMSON solution as highly acceptable (13/15, 87% app usage; 14/15, 93% MI teleconsultation delivery). They reported that SAMSON was easy to use (10/12, 83%) and helpful in improving their MA (6/12, 50%). All study HCPs reported the SAMSON solution was helpful in supporting patients' MA. Patients completed an average of 99 tasks over the 12-week study period (71% of scheduled tasks). Most patients (10/12, 83%) completed all 5 scheduled consultations. All study feasibility measures were higher than the predefined upper thresholds, except the rate of patients' responses to medication reminders. CONCLUSIONS The results demonstrated that the SAMSON solution is acceptable, usable, and useful for oncology HCPs and patients with cancer. The SAMSON solution is feasible in real-life oncology settings. Our next steps involve refining the SAMSON solution based on participants' feedback, conducting a large-scale randomized controlled trial to evaluate its clinical and economic effectiveness, and exploring potential commercialization. TRIAL REGISTRATION Australian New Zealand Clinical Trials Registry ACTRN12623000472673; https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=385728. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.1136/bmjopen-2023-079122.
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Affiliation(s)
- Thu Ha Dang
- Department of Psychological Sciences, School of Health Sciences, Swinburne University of Technology, Melbourne, Australia
- Health Services Research and Implementation Sciences, Peter MacCallum Cancer Centre, Melbourne, Australia
- Digital Health Cooperative Research Centre, Sydney, Australia
| | - Nilmini Wickramasinghe
- Optus Chair Digital Health, La Trobe University, Melbourne, Australia
- Department Health and Bio Statistics, School of Health Sciences and Iverson Health Innovation Research Institute, Swinburne University of Technology, Melbourne, Australia
- Epworth Healthcare, Melbourne, Australia
| | - Prem Prakash Jayaraman
- Factory of the Future and Digital Innovation Lab, Department of Computer Science and Software Engineering, School Software and Electrical Engineering, Swinburne University of Technology, Melbourne, Australia
| | - Kate Burbury
- Tasmanian Health Services, Department of Health, Hobart, Australia
- Digital and Healthcare Innovation, Peter McCallum Cancer Centre, Melbourne, Australia
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Australia
| | - Marliese Alexander
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Australia
- Pharmacy Department, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Ashley Whitechurch
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Australia
- Department of Clinical Haematology, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Mitchell Dyer
- Pharmacy Department, Peter MacCallum Cancer Centre, Melbourne, Australia
| | - Stephen Quinn
- Department of Health Science and Biostatistics, Swinburne University of Technology, Melbourne, Australia
| | - Abdur Rahim Mohammad Forkan
- Digital Innovation Lab, Department of Computer Science and Software Engineering, School Software and Electrical Engineering, Swinburne University of Technology, Melbourne, Australia
| | - Penelope Schofield
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Australia
- School of Computing, Engineering and Mathematical Sciences, La Trobe University, Melbourne, Australia
- Department of Psychological Sciences and Iverson Health Innovation Research Institute, Swinburne University of Technology, Melbourne, Australia
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Sathe C, Raghunathan R, Ulene S, McAuley F, Bhatt KA, McGuinness JE, Trivedi MS, Vasan N, Kalinsky KM, Crew KD, Faheem KF, Harden E, Law C, Hershman DL, Accordino MK. Use of a Smartphone Application to Promote Adherence to Oral Medications in Patients With Breast Cancer. JCO Oncol Pract 2025; 21:199-208. [PMID: 39058963 DOI: 10.1200/op.24.00187] [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: 03/05/2024] [Revised: 04/24/2024] [Accepted: 06/17/2024] [Indexed: 07/28/2024] Open
Abstract
PURPOSE Medication nonadherence is common among patients with breast cancer (BC) and increases BC mortality and complications from comorbidities. There is growing interest in mobile health interventions such as smartphone applications (apps) to promote adherence. METHODS Use of Medisafe, a medication reminder and tracking app, was tested over 12 weeks among patients on BC treatment and at least one oral medication. Study participants were instructed to generate adherence reports every 4 weeks through Medisafe and were deemed to have completed the intervention if >50% of reports were generated. The primary end point was feasibility of the intervention, defined as a completion rate of ≥75% of consented patients. Secondary end points included changes in self-reported nonadherence from baseline to 12 weeks and patient-reported outcomes including reasons for nonadherence and satisfaction with Medisafe. We conducted univariable and multivariable analyses to evaluate demographic and clinical factors associated with intervention completion. RESULTS Among 100 patients enrolled, 78 (78.0%) completed the intervention. Age, race, ethnicity, clinical stage, and type of medication were not associated with odds of intervention completion. Self-reported nonadherence rates did not improve from baseline to postintervention in the overall study population. However, among patients with self-reported nonadherence at baseline, 26.3% reported adherence postintervention; these patients frequently reported logistical barriers to adherence. Study participants reported high levels of satisfaction with Medisafe, noting that the app was highly functional and provided high-quality information. CONCLUSION Smartphone apps such as Medisafe are feasible and associated with high patient satisfaction. They may improve adherence in nonadherent patients and those who face logistical challenges interfering with medication-taking. Future trials of mobile health interventions should target patients at high risk for medication nonadherence.
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Affiliation(s)
- Claire Sathe
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY
| | - Rohit Raghunathan
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY
| | - Sophie Ulene
- Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Fiona McAuley
- Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Kishan A Bhatt
- Vagelos College of Physicians and Surgeons, Columbia University, New York, NY
| | - Julia E McGuinness
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY
| | - Meghna S Trivedi
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY
| | - Neil Vasan
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY
| | | | - Katherine D Crew
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY
| | - Khadija F Faheem
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY
| | - Erik Harden
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY
| | - Cynthia Law
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY
| | - Dawn L Hershman
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY
| | - Melissa K Accordino
- Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY
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Dang TH, Ludlow C, Borle H, Alexander M, Wickramasinghe N, Burbury K, Jayaraman PP, Schofield P. Co-designing a motivational interviewing training platform to enhance oncology healthcare professional communication. PEC INNOVATION 2024; 5:100335. [PMID: 39257627 PMCID: PMC11385463 DOI: 10.1016/j.pecinn.2024.100335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/09/2024] [Revised: 08/13/2024] [Accepted: 08/18/2024] [Indexed: 09/12/2024]
Abstract
Background Oncology healthcare professionals (HCPs) using motivational interviewing may motivate and support patients with chronic illness to adhere to medications. Research of online motivational interviewing training focusing on medication adherence in cancer is limited. Objective Co-design, develop, and preliminarily evaluate a motivational interviewing training platform (MITP) for oncology HCPs focused on medication adherence. Methods We used co-design and design science research methodology to develop and test the MITP in two phases: 1) program co-design and development and 2) interactive platform design and development. Results HCPs expressed a high demand for a practical and tailored motivational interviewing training. MITP is an online three-hour training comprising education, roleplay videos, and formative assessments. MITP was reported to be acceptable, usable, and useful by users. Innovation This study used a novel approach combining co-design and design science research methodology, and digital media to develop a flexible and acceptable online motivational interviewing training focused on medication adherence in cancer. Discussion and conclusion Applied rigorous methodology ensured the MITP was developed to address knowledge gaps and the needs of oncology HCPs for supporting patient adherence, and to be usable and useful. Study findings may inform future research on online motivational interviewing training and its potential impact on medication adherence.
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Affiliation(s)
- Thu Ha Dang
- Department of Psychological Sciences, School of Health Sciences, Swinburne University of Technology, Melbourne, Victoria, Australia
- Health Services Research and Implementation Sciences, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Digital Health Cooperative Research Centre, Sydney, Australia
| | - Chris Ludlow
- Department of Psychological Sciences, School of Health Sciences, Swinburne University of Technology, Melbourne, Victoria, Australia
| | | | - Marliese Alexander
- Pharmacy Department, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Victoria, Australia
| | - Nilmini Wickramasinghe
- Optus Digital Health, La Trobe University, Melbourne, Victoria, Australia
- Department Health and Bio-Statistics, School of Health Sciences and Iverson Health Innovation Research Institute, Swinburne University of Technology, Melbourne, Victoria, Australia
- Epworth Healthcare, Victoria, Australia
| | - Kate Burbury
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Parkville, Victoria, Australia
- Digital and Healthcare Innovation, Peter McCallum Cancer Centre, Melbourne, Victoria, Australia
- Tasmanian Health Services, Department of Health, Hobart, Tasmania, Australia
| | - Prem Prakash Jayaraman
- Factory of the Future and Digital Innovation Lab, Department of Computer Science and Software Engineering, School Software and Electrical Engineering, Swinburne University of Technology, Melbourne, Victoria, Australia
| | - Penelope Schofield
- Optus Digital Health, La Trobe University, Melbourne, Victoria, Australia
- Department of Psychological Sciences, and Iverson Health Innovation Research Institute, Swinburne University of Technology, Melbourne, Victoria, Australia
- Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
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Jafari M, Shahverdian A, Sadigh G, Van Etten RA. Impact of Patient Personality on Adherence to Oral Anticancer Medications: An Opportunity? JMIR Cancer 2024; 10:e57199. [PMID: 39475848 PMCID: PMC11561440 DOI: 10.2196/57199] [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: 02/16/2024] [Revised: 05/03/2024] [Accepted: 07/31/2024] [Indexed: 11/15/2024] Open
Abstract
Adherence to prescribed oral anticancer therapy is an important determinant of patient outcomes, including progression-free and overall survival. While many factors (eg, medication side effects and out-of-pocket costs, problems with insurance authorization, and timely medication refills) can affect adherence, one that is relatively unexplored is the impact of a patient's attitude and personality. Patient personality influences medication adherence and persistence in nonmalignant chronic conditions such as cardiovascular disease and diabetes. In breast cancer and chronic myeloid leukemia, studies suggest that personality also affects adherence to oral chemotherapy which can be targeted to improve adherence. In this viewpoint, we highlight the opportunity of incorporating patient personality as interventions to oral cancer therapy adherence and discuss current barriers to implementation.
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Affiliation(s)
- Mahtab Jafari
- Department of Pharmaceutical Scienes, University of California, Irvine, Irvine, CA, United States
| | - Alex Shahverdian
- Department of Pharmaceutical Scienes, University of California, Irvine, Irvine, CA, United States
| | - Gelareh Sadigh
- Department of Radiological Sciences, University of California, Irvine, Orange, CA, United States
| | - Richard A Van Etten
- Department of Medicine, University of California, Irvine, Orange, CA, United States
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Dang TH, Wickramasinghe N, Jayaraman PP, Burbury K, Alexander M, Whitechurch A, Quinn S, Rowan G, Brooks SL, Schofield P. Safety and adherence to medications and self-care advice in oncology (SAMSON): pilot randomised controlled trial protocol. BMJ Open 2024; 14:e079122. [PMID: 39043598 PMCID: PMC11268069 DOI: 10.1136/bmjopen-2023-079122] [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: 08/22/2023] [Accepted: 06/27/2024] [Indexed: 07/25/2024] Open
Abstract
INTRODUCTION With the increasing use of oral anti-cancer medicines (OAMs), research demonstrating the magnitude of the medication non-adherence problem and its consequences on treatments' efficacy and toxicity is drawing more attention. Mobile phone interventions may be a practical solution to support patients taking OAMs at home, yet evidence to inform the efficacy of these interventions is lacking. The safety and adherence to medications and self-care advice in oncology (SAMSON) pilot randomised control trial (RCT) aims to evaluate the acceptability, feasibility and potential efficacy of a novel digital solution to improve medication adherence (MA) among people with cancer. METHODS AND ANALYSIS This is a two-arm, 12-week, pilot RCT aiming to enrol 50 adults with haematological, lung or melanoma cancers at an Australian metropolitan specialised oncology hospital, who are taking oral anti-cancer medicines. Participants will be randomised (1:1 allocation ratio) to either the intervention group (SAMSON solution) or the control group (usual care). The primary outcomes are the acceptability and feasibility of SAMSON. The secondary outcomes are MA, toxicity self-management, anxiety and depressive symptoms, health-related quality of life, and parameters relating to optimal intervention strategy. Quantitative data will be analysed on a modified intention-to-treat basis. SUMMARY While multicomponent interventions are increasingly introduced, SAMSON incorporates novel approaches to the solution. SAMSON provides a comprehensive, patient-centred, digital MA intervention solution with seamless integration of a mobile platform with clinical consultations that are evidence-based, theory-based, co-designed and rigorously tested. The pilot trial will determine whether this type of intervention is feasible and acceptable in oncology and will provide a foundation for a future full-scale RCT. ETHICS AND DISSEMINATION Primary ethics approvals were received from Peter MacCallum Cancer Centre and Swinburne University of Technology Human Research Ethics Committees (HREC/95332/PMCC and 20237273-15836). Results will be disseminated via peer-reviewed publications and presentations at international and national conferences. TRIAL REGISTRATION NUMBER The protocol has been prospectively registered on the Australian New Zealand Clinical Trials Registry with trial registration number (ACTRN12623000472673).
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Affiliation(s)
- Thu Ha Dang
- Department of Psychological Sciences, School of Health Sciences, Swinburne University of Technology, Hawthorn, Victoria, Australia
- Behavioural Sciences Unit, Health Services Research and Implementation Sciences, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Digital Health Cooperative Research Centre, Sydney, New South Wales, Australia
| | - Nilmini Wickramasinghe
- Optus Digital Health, La Trobe University - Bundoora Campus, Melbourne, Victoria, Australia
- Department Health and Bio Statistics, School of Health Sciences and Iverson Health Innovation Research Institute, Swinburne University of Technology, Hawthorn, Victoria, Australia
- Epworth Healthcare, Melbourne, Victoria, Australia
| | - Prem Prakash Jayaraman
- Factory of the Future and Digital Innovation Lab, Department of Computer Science and Software Engineering, School Software and Electrical Engineering, Swinburne University of Technology, Hawthorn, Victoria, Australia
| | - Kate Burbury
- Digital and Healthcare Innovation, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Victoria, Australia
- Tasmanian Health Services, Department of Health, Hobart, Tasmania, Australia
| | - Marliese Alexander
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Victoria, Australia
- Pharmacy Department, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Ashley Whitechurch
- Department of Clinical Haematology, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Steve Quinn
- Department of Health Science and Biostatistics, Swinburne University of Technology, Melbourne, Victoria, Australia
| | - Gail Rowan
- Pharmacy Department, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Sally L Brooks
- Pharmacy Department, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Penelope Schofield
- Department of Psychological Sciences, and Iverson Health Innovation Research Institute, Swinburne University of Technology, Hawthorn, Victoria, Australia
- Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia
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Dang TH, Wickramasinghe N, Forkan ARM, Jayaraman PP, Burbury K, O'Callaghan C, Whitechurch A, Schofield P. Co-Design, Development, and Evaluation of a Mobile Solution to Improve Medication Adherence in Cancer: Design Science Research Approach. JMIR Cancer 2024; 10:e46979. [PMID: 38569178 PMCID: PMC11024750 DOI: 10.2196/46979] [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: 03/04/2023] [Revised: 01/27/2024] [Accepted: 02/14/2024] [Indexed: 04/05/2024] Open
Abstract
BACKGROUND Medication nonadherence negatively impacts the health outcomes of people with cancer as well as health care costs. Digital technologies present opportunities to address this health issue. However, there is limited evidence on how to develop digital interventions that meet the needs of people with cancer, are perceived as useful, and are potentially effective in improving medication adherence. OBJECTIVE The objective of this study was to co-design, develop, and preliminarily evaluate an innovative mobile health solution called Safety and Adherence to Medication and Self-Care Advice in Oncology (SAMSON) to improve medication adherence among people with cancer. METHODS Using the 4 cycles and 6 processes of design science research methodology, we co-designed and developed a medication adherence solution for people with cancer. First, we conducted a literature review on medication adherence in cancer and a systematic review of current interventions to address this issue. Behavioral science research was used to conceptualize the design features of SAMSON. Second, we conducted 2 design phases: prototype design and final feature design. Last, we conducted a mixed methods study on patients with hematological cancer over 6 weeks to evaluate the mobile solution. RESULTS The developed mobile solution, consisting of a mobile app, a web portal, and a cloud-based database, includes 5 modules: medication reminder and acknowledgment, symptom assessment and management, reinforcement, patient profile, and reporting. The quantitative study (n=30) showed that SAMSON was easy to use (21/27, 78%). The app was engaging (18/27, 67%), informative, increased user interactions, and well organized (19/27, 70%). Most of the participants (21/27, 78%) commented that SAMSON's activities could help to improve their adherence to cancer treatments, and more than half of them (17/27, 63%) would recommend the app to their peers. The qualitative study (n=25) revealed that SAMSON was perceived as helpful in terms of reminding, supporting, and informing patients. Possible barriers to using SAMSON include the app glitches and users' technical inexperience. Further needs to refine the solution were also identified. Technical improvements and design enhancements will be incorporated into the subsequent iteration. CONCLUSIONS This study demonstrates the successful application of behavioral science research and design science research methodology to design and develop a mobile solution for patients with cancer to be more adherent. The study also highlights the importance of applying rigorous methodologies in developing effective and patient-centered digital intervention solutions.
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Affiliation(s)
- Thu Ha Dang
- Department of Psychological Sciences, School of Health Sciences, Swinburne University of Technology, Melbourne, Australia
- Digital Cancer Care Innovation, Department of Health Services Research, Peter MacCallum Cancer Centre, Melbourne, Australia
- Digital Health Cooperative Research Centre, Sydney, Australia
| | - Nilmini Wickramasinghe
- Department of Health and Bio Statistics, School of Health Sciences, Swinburne University of Technology, Melbourne, Australia
- Epworth Healthcare, Melbourne, Australia
- Optus Chair Digital Health, La Trobe University, Melbourne, Australia
- Iverson Health Innovation Research Institute, Swinburne University of Technology, Melbourne, Australia
| | - Abdur Rahim Mohammad Forkan
- Digital Innovation Lab, Department of Computer Science and Software Engineering, School Software and Electrical Engineering, Swinburne University of Technology, Hawthorn, Australia
| | - Prem Prakash Jayaraman
- Factory of the Future and Digital Innovation Lab, School of Science, Computing and Engineering Technologies, Swinburne University of Technology, Melbourne, Australia
| | - Kate Burbury
- Digital and Healthcare Innovation, Peter McCallum Cancer Centre, Melbourne, Australia
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Australia
| | - Clare O'Callaghan
- Caritas Christi and Psychosocial Cancer Care, St Vincent's Hospital, Melbourne, Australia
- Department of Medicine, St Vincent's Hospital, The University of Melbourne, Melbourne, Australia
| | - Ashley Whitechurch
- Department of Clinical Haematology, Peter MacCallum Cancer Centre & Royal Melbourne Hospital, Melbourne, Australia
| | - Penelope Schofield
- Department of Psychological Sciences, School of Health Sciences, Swinburne University of Technology, Melbourne, Australia
- Digital Cancer Care Innovation, Department of Health Services Research, Peter MacCallum Cancer Centre, Melbourne, Australia
- Iverson Health Innovation Research Institute, Swinburne University of Technology, Melbourne, Australia
- Sir Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne, Australia
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Lau-Min KS, Marini J, Shah NK, Pucci D, Blauch AN, Cambareri C, Mooney B, Agarwal P, Johnston C, Schumacher RP, White K, Gabriel PE, Rosin R, Jacobs LA, Shulman LN. Pilot Study of a Mobile Phone Chatbot for Medication Adherence and Toxicity Management Among Patients With GI Cancers on Capecitabine. JCO Oncol Pract 2024; 20:483-490. [PMID: 38237102 DOI: 10.1200/op.23.00365] [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: 06/15/2023] [Revised: 10/11/2023] [Accepted: 12/04/2023] [Indexed: 04/12/2024] Open
Abstract
PURPOSE Capecitabine is an oral chemotherapy used to treat many gastrointestinal cancers. Its complex dosing and narrow therapeutic index make medication adherence and toxicity management crucial for quality care. METHODS We conducted a pilot study of PENNY-GI, a mobile phone text messaging-based chatbot that leverages algorithmic surveys and natural language processing to promote medication adherence and toxicity management among patients with gastrointestinal cancers on capecitabine. Eligibility initially included all capecitabine-containing regimens but was subsequently restricted to capecitabine monotherapy because of challenges in integrating PENNY-GI with radiation and intravenous chemotherapy schedules. We used design thinking principles and real-time data on safety, accuracy, and usefulness to make iterative refinements to PENNY-GI with the goal of minimizing the proportion of text messaging exchanges with incorrect medication or symptom management recommendations. All patients were invited to participate in structured exit interviews to provide feedback on PENNY-GI. RESULTS We enrolled 40 patients (median age 64.5 years, 52.5% male, 62.5% White, 55.0% with colorectal cancer, 50.0% on capecitabine monotherapy). We identified 284 of 3,895 (7.3%) medication-related and 13 of 527 (2.5%) symptom-related text messaging exchanges with incorrect recommendations. In exit interviews with 24 patients, participants reported finding the medication reminders reliable and user-friendly, but the symptom management tool was too simplistic to be helpful. CONCLUSION Although PENNY-GI provided accurate recommendations in >90% of text messaging exchanges, we identified multiple limitations with respect to the intervention's generalizability, usefulness, and scalability. Lessons from this pilot study should inform future efforts to develop and implement digital health interventions in oncology.
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Affiliation(s)
- Kelsey S Lau-Min
- Division of Hematology/Oncology, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA
| | - Jessica Marini
- Hospital of the University of Pennsylvania, Penn Medicine, Philadelphia, PA
| | - Nishant K Shah
- Department of Radiation Oncology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Donna Pucci
- Division of Hematology/Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Abigail N Blauch
- Division of Hematology/Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | | | - Bethany Mooney
- Division of Hematology/Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Parul Agarwal
- Division of Hematology/Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | | | | | | | - Peter E Gabriel
- Department of Radiation Oncology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Roy Rosin
- Center for Health Care Innovation, Penn Medicine, Philadelphia, PA
| | - Linda A Jacobs
- Division of Hematology/Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Lawrence N Shulman
- Division of Hematology/Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
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Ahmed S, Loiselle CG. Patient Adherence to Oral Anticancer Agents: A Mapping Review of Supportive Interventions. Curr Oncol 2023; 30:10224-10236. [PMID: 38132378 PMCID: PMC10743037 DOI: 10.3390/curroncol30120744] [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: 10/18/2023] [Revised: 11/24/2023] [Accepted: 11/28/2023] [Indexed: 12/23/2023] Open
Abstract
The development and use of oral anticancer agents (OAAs) continue to grow, and supporting individuals on OAAs is now a priority as they find themselves taking these drugs at home with little professional guidance. This mapping review provides an overview of the current evidence concerning OAA-supportive adherence interventions, identifying potential gaps, and making recommendations to guide future work. Four large databases and the grey literature were searched for publications from 2010 to 2022. Quantitative, qualitative, mixed-method, theses/dissertations, reports, and abstracts were included, whereas protocols and reviews were excluded. Duplicates were removed, and the remaining publications were screened by title and abstract. Full-text publications were assessed and those meeting the inclusion criteria were retained. Data extracted included the year of publication, theoretical underpinnings, study design, targeted patients, sample size, intervention type, and primary outcome(s). 3175 publications were screened, with 435 fully read. Of these, 314 were excluded with 120 retained. Of the 120 publications, 39.2% (n = 47) were observational studies, 38.3% (n = 46) were quasi-experimental, and 16.7% (n = 20) were experimental. Only 17.5% (n = 21) were theory-based. Despite the known efficacy of multi-modal interventions, 63.7% (n = 76) contained one or two modalities, 33.3% (n = 40) included 3, and 3.3% (n = 4) contained four types of modalities. Medication adherence was measured primarily through self-report (n = 31) or chart review/pharmacy refills (n = 28). Given the importance of patient tailored interventions, future work should test whether having four intervention modalities (behavioral, educational, medical, and technological) guided by theory can optimize OAA-related outcomes.
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Affiliation(s)
- Saima Ahmed
- Division of Experimental Medicine, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC H4A 3J1, Canada;
- Segal Cancer Centre, CIUSSS du Centre-Ouest-de l’Île-de Montréal, Montreal, QC H3T 1E2, Canada
| | - Carmen G. Loiselle
- Division of Experimental Medicine, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC H4A 3J1, Canada;
- Segal Cancer Centre, CIUSSS du Centre-Ouest-de l’Île-de Montréal, Montreal, QC H3T 1E2, Canada
- Ingram School of Nursing, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC H3A 2M7, Canada
- Department of Oncology, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC H4A 3T2, Canada
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Azoz S, Peters M, Jones G. Are We Prepared for the CDK4/6 Revolution With HR+/HER2- Breast Cancers?: The Importance of Patient Adherence to Adjuvant Therapies. Breast Cancer (Auckl) 2023; 17:11782234231215192. [PMID: 38034323 PMCID: PMC10685741 DOI: 10.1177/11782234231215192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Accepted: 11/02/2023] [Indexed: 12/02/2023] Open
Affiliation(s)
- Seyla Azoz
- Customer Experience and Engagement, Novartis Pharmaceuticals, Cambridge, MA, USA
| | - Martin Peters
- Customer Experience and Engagement, Novartis Pharma AG, Basel, Switzerland
| | - Graham Jones
- Customer Experience and Engagement, Novartis Pharmaceuticals, Cambridge, MA, USA
- Clinical and Translational Science Institute, Tufts University Medical Center, Boston, MA, USA
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Khurana RN, Li C, Lum F. Loss to Follow up in Patients with Neovascular Age Related Macular Degeneration treated with Anti-VEGF therapy in the United States in the IRIS® Registry. Ophthalmology 2023:S0161-6420(23)00132-X. [PMID: 36858288 DOI: 10.1016/j.ophtha.2023.02.021] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Revised: 02/13/2023] [Accepted: 02/17/2023] [Indexed: 03/02/2023] Open
Abstract
OBJECTIVE To determine the incidence of loss to follow up (LTFU) and nonpersistence in patients with neovascular age related macular degeneration (AMD) treated with anti-vascular endothelial growth factor (VEGF) injections in the United States. DESIGN Retrospective cohort study using IRIS (Intelligent Research in Sight) Registry data. SUBJECTS 156,327 treatment-naïve neovascular AMD patients who were subsequently treated with anti-VEGF therapy from 2013 to 2015 and followed through 2019. METHODS Multivariable logistic regression models were used to estimate odds ratios (ORs) and 95% confidence intervals (CIs) MAIN OUTCOME MEASURES: LTFU was defined as no follow up within 12 months from last intravitreal injection. Nonpersistence was defined as no follow up within 6 months from last intravitreal injection. RESULTS For neovascular AMD, 11.6% (95% CI, 11.4-11.7) of patients were LTFU and 88.4% of patients had a follow up within 12 months. The rate of LTFU is generally higher with increasing age, with odds of LTFU greatest for patients between 81-84 years of age (OR, 2.51; 95% CI, 2.31-2.74; p<0.001) compared with patients 70 years of age and younger. Odds of LTFU for Black or African-American patients (OR, 1.32; 95% CI, 1.08-1.61; p=0.007) were greater than for white patients. Odds of LTFU were higher for patients with Medicaid insurance (OR, 1.27; 95% CI, 1.01-1.60; p=0.04) and lower for patients with Medicare Fee-for-Service insurance (OR, 0.69; 95% CI, 0.64-0.74; p<0.001) compared to patients with Private insurance. 14.3% (95% CI, 14.1-14.4) of patients were nonpersistent and 85.7% of patients had a follow up within 6 months. Odds of nonpersistence were also greatest among patients between 81-84 years of age (OR, 2.13; 95% CI, 1.98-2.29; p<0.001) compared with patients 70 years of age or younger. Odds of nonpersistence for Black or African American patients (OR, 1.38; 95% CI, 1.15-1.65; p<0.001) and Hispanic patients (OR, 1.13; 95% CI, 1.03-1.24; p=0.009) were greater than odds for white patients. CONCLUSIONS Nearly one out of nine neovascular AMD patients treated with anti-VEGF injections are LTFU while one out of seven patients are nonpersistent. Risk factors identified included increasing age, male sex, unilateral involvement, diabetes, Medicaid insurance and race/ethnicity.
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Affiliation(s)
- Rahul N Khurana
- Northern California Retina Vitreous Associates, Mountain View, California; Department of Ophthalmology, University of California, San Francisco, San Francisco, California.
| | - Charles Li
- American Academy of Ophthalmology, San Francisco, California
| | - Flora Lum
- American Academy of Ophthalmology, San Francisco, California
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