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Granda-Cameron C, Kates J, Wen KY. mHealth Interventions to Improve the Breast Cancer Continuum of Care from Prevention to Survivorship of Hispanic Women: A Scoping Review. J Racial Ethn Health Disparities 2024; 11:1869-1887. [PMID: 37365425 DOI: 10.1007/s40615-023-01658-7] [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: 02/09/2023] [Revised: 05/19/2023] [Accepted: 05/24/2023] [Indexed: 06/28/2023]
Abstract
BACKGROUND Breast cancer is the leading cause of cancer mortality in Hispanic women in the USA. Current interventions to improve breast cancer care include the use of mHealth, but its application in Hispanic women is limited. This scoping review aimed to describe the extent of research literature on the use of mHealth throughout the breast cancer care continuum (prevention, early detection, and treatment) in Hispanic women. METHODS A scoping review guided by the Arksey and O'Malley methodological framework and the Joanna Briggs Institute scoping review reporting protocol. Literature search of peer-reviewed research articles from 2012 to 2022 in PubMed, Scopus, and CINAHL® was conducted in March and June 2022. RESULTS Of the 10 articles selected, seven included Hispanic breast cancer survivors and three included Hispanic women at risk for developing breast cancer. Seven articles involved mobile applications and three articles used text messaging and/or cell phone voicemail. Overall, the use of mHealth for breast cancer care in Hispanics was favorable but generalizability was limited given the type of design and small samples. All interventions were tailored to Hispanic culture. CONCLUSION Scarcity of research on mHealth in Hispanic breast cancer care highlights healthcare disparities in this population. Evidence from this review suggests the use of mHealth to be beneficial to improving breast cancer care in Hispanics, but more research is needed involving randomized clinical trials and larger samples.
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Affiliation(s)
- Clara Granda-Cameron
- Thomas Jefferson University College of Nursing, 901 Walnut Street, Suite 703, Philadelphia, PA, 19107, USA.
| | - Jeannette Kates
- Thomas Jefferson University College of Nursing, 901 Walnut Street, Suite 703, Philadelphia, PA, 19107, USA
| | - Kuang-Yi Wen
- Medical Oncology Department, Population Science Division, 834 Chestnut Street, Suite 300, Franklin Building, Philadelphia, PA, 19107, USA
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Kiss N, Jongebloed H, Baguley B, Marshall S, White VM, Livingston PM, Bell K, Young L, Sabesan S, Swiatek D, Boltong A, Britto JM, Ugalde A. Meaningful consumer involvement in cancer care: a systematic review on co-design methods and processes. JNCI Cancer Spectr 2024; 8:pkae048. [PMID: 38897655 PMCID: PMC11240760 DOI: 10.1093/jncics/pkae048] [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: 03/08/2024] [Revised: 05/30/2024] [Accepted: 06/13/2024] [Indexed: 06/21/2024] Open
Abstract
OBJECTIVE Although the benefits of consumer involvement in research and health care initiatives are known, there is a need to optimize this for all people with cancer. This systematic review aimed to synthesize and evaluate the application of co-design in the oncology literature and develop recommendations to guide the application of optimal co-design processes and reporting in oncology research, practice, and policy. METHODS A systematic review of co-design studies in adults with cancer was conducted, searching MEDLINE, CINAHL, Embase, and PsycINFO databases and included studies focused on 2 concepts, co-design and oncology. RESULTS A total of 5652 titles and abstracts were screened, resulting in 66 eligible publications reporting on 51 unique studies. Four frameworks were applied to describe the co-design initiatives. Most co-design initiatives were designed for use in an outpatient setting (n = 38; 74%) and were predominantly digital resources (n = 14; 27%) or apps (n = 12; 23%). Most studies (n = 25; 49%) used a co-production approach to consumer engagement. Although some studies presented strong co-design methodology, most (n = 36; 70%) did not report the co-design approach, and 14% used no framework. Reporting was poor for the participant level of involvement, the frequency, and time commitment of co-design sessions. Consumer participation level was predominantly collaborate (n = 25; 49%). CONCLUSIONS There are opportunities to improve the application of co-design in oncology research. This review has generated recommendations to guide 1) methodology and frameworks, 2) recruitment and engagement of co-design participants, and 3) evaluation of the co-design process. These recommendations can help drive appropriate, meaningful, and equitable co-design, leading to better cancer research and care.
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Affiliation(s)
- Nicole Kiss
- Institute for Physical Activity and Nutrition, Deakin University, Geelong, VIC, Australia
- Department of Health Services Research, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Hannah Jongebloed
- Institute for Health Transformation, Deakin University, Geelong, VIC, Australia
| | - Brenton Baguley
- Institute for Physical Activity and Nutrition, Deakin University, Geelong, VIC, Australia
| | - Skye Marshall
- Institute for Health Transformation, Deakin University, Geelong, VIC, Australia
- Cancer and Palliative Care Outcomes Centre, School of Nursing, Queensland University of Technology, Brisbane, QLD, Australia
- Bond University Nutrition & Dietetics Research Group, Faculty of Health Sciences and Medicine, Bond University, Gold Coast, QLD, Australia
| | - Victoria M White
- School of Psychology, Faculty of Health, Deakin University, Geelong, VIC, Australia
| | - Patricia M Livingston
- Institute for Health Transformation, Deakin University, Geelong, VIC, Australia
- Faculty of Health, Deakin University, Geelong, VIC, Australia
| | - Kathy Bell
- Clinical Oncology Society of Australia, Sydney, NSW, Australia
| | - Leonie Young
- Clinical Oncology Society of Australia, Sydney, NSW, Australia
| | - Sabe Sabesan
- Clinical Oncology Society of Australia, Sydney, NSW, Australia
- Department of Medical Oncology, Townsville Cancer Centre, Townsville, QLD, Australia
| | - Dayna Swiatek
- Faculty of Health, Deakin University, Geelong, VIC, Australia
| | - Anna Boltong
- Kirby Institute, University of New South Wales, NSW 2052, Australia
- Department of Nutrition, Dietetics and Food, Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton 3800, Victoria, Australia
| | - Joanne M Britto
- Victorian Comprehensive Cancer Centre Alliance, Parkville, VIC, Australia
| | - Anna Ugalde
- Institute for Health Transformation, Deakin University, Geelong, VIC, Australia
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Husebø ALM, Søreide JA, Kørner H, Storm M, Wathne HB, Richardson A, Morken IM, Urstad KH, Nordfonn OK, Karlsen B. eHealth interventions to support colorectal cancer patients' self-management after discharge from surgery-an integrative literature review. Support Care Cancer 2023; 32:11. [PMID: 38055087 PMCID: PMC10700211 DOI: 10.1007/s00520-023-08191-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Accepted: 11/16/2023] [Indexed: 12/07/2023]
Abstract
INTRODUCTION Colorectal cancer (CRC) creates elevated self-management demands and unmet support needs post-discharge. Follow-up care through eHealth post-primary surgery may be an effective means of supporting patients' needs. This integrative review describes the evidence regarding eHealth interventions post-hospital discharge focusing on delivery mode, user-interface and content, patient intervention adherence, impact on patient-reported outcomes and experiences of eHealth. METHODS A university librarian performed literature searches in 2021 using four databases. After screening 1149 records, the authors read 30 full-text papers and included and extracted data from 26 papers. Two authors analysed the extracted data using the 'framework synthesis approach'. RESULTS The 26 papers were published between 2012 and 2022. The eHealth interventions were mainly delivered by telephone with the assistance of healthcare professionals, combined with text messages or video conferencing. The user interfaces included websites, applications and physical activity (PA) trackers. The interventions comprised the monitoring of symptoms or health behaviours, patient information, education and counselling. Evidence showed a better psychological state and improved PA. Patients reported high satisfaction with eHealth. However, patient adherence was inadequately reported. CONCLUSIONS eHealth interventions may positively impact CRC patients' anxiety and PA regardless of the user interface. Patients prefer technology combined with a human element.
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Affiliation(s)
- Anne Lunde Marie Husebø
- Department of Public Health, Faculty of Health Sciences, University of Stavanger, 4036, Stavanger, Norway.
- Research Group of Nursing and Health Sciences, Research Department, Stavanger University Hospital, Stavanger, Norway.
| | - Jon Arne Søreide
- Department of Gastrointestinal Surgery, Stavanger University Hospital, Stavanger, Norway
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Hartwig Kørner
- Department of Gastrointestinal Surgery, Stavanger University Hospital, Stavanger, Norway
- Department of Clinical Medicine, University of Bergen, Bergen, Norway
| | - Marianne Storm
- Department of Public Health, Faculty of Health Sciences, University of Stavanger, 4036, Stavanger, Norway
- Research Group of Nursing and Health Sciences, Research Department, Stavanger University Hospital, Stavanger, Norway
- Faculty of Health Sciences and Social Care, Molde University College, Molde, Norway
| | - Hege Bjøkne Wathne
- Department of Public Health, Faculty of Health Sciences, University of Stavanger, 4036, Stavanger, Norway
- Research Group of Nursing and Health Sciences, Research Department, Stavanger University Hospital, Stavanger, Norway
| | - Alison Richardson
- NIHR CLAHRC Wessex, School of Health Sciences, University of Southampton, Building 67, Highfield Campus, University Road, Southampton, SO17 1BJ, UK
- University Hospital Southampton NHS Foundation Trust, Southampton General Hospital, Mailpoint 11, Clinical Academic Facility (Room AA102), South Academic Block, Tremona Road, Southampton, SO16 6YD, UK
| | - Ingvild Margreta Morken
- Research Group of Nursing and Health Sciences, Research Department, Stavanger University Hospital, Stavanger, Norway
- Department of Quality and Health Technologies, Faculty of Health Sciences, University of Stavanger, 4036, Stavanger, Norway
| | - Kristin Hjorthaug Urstad
- Department of Public Health, Faculty of Health Sciences, University of Stavanger, 4036, Stavanger, Norway
- Faculty of Health Studies, VID Specialized University, Oslo, Norway
| | - Oda Karin Nordfonn
- Department of Health and Caring Science, Western Norway University of Applied Science, Stord, Norway
| | - Bjørg Karlsen
- Department of Public Health, Faculty of Health Sciences, University of Stavanger, 4036, Stavanger, Norway
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Weis J, Wolf LR, Boerries M, Kassahn D, Boeker M, Dresch C. Identification of the Needs and Preferences of Patients With Cancer for the Development of a Clinic App: Qualitative Study. JMIR Cancer 2023; 9:e40891. [PMID: 37498653 PMCID: PMC10415940 DOI: 10.2196/40891] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Revised: 04/29/2023] [Accepted: 05/09/2023] [Indexed: 07/28/2023] Open
Abstract
BACKGROUND Mobile health (mHealth) tools were developed during the past decades and are increasingly used by patients in cancer care too. Scientific research in the development of mHealth services is required in order to meet the various needs of patients and test usability. OBJECTIVE The aim of this study is to assess patients' needs, preferences, and usability of an app (My University Clinic [MUC] app) developed by the Comprehensive Cancer Center Freiburg (CCCF) Germany. METHODS Based on a qualitative cross-sectional approach, we conducted semistructured interviews with patients with cancer, addressing their needs, preferences, and usability of the designed MUC app. Patients treated by the CCCF were recruited based on a purposive sampling technique focusing on age, sex, cancer diagnoses, and treatment setting (inpatient, outpatient). Data analysis followed the qualitative content analysis according to Kuckartz and was performed using computer-assisted software (MAXQDA). RESULTS For the interviews, 17 patients with cancer were selected, covering a broad range of sampling parameters. The results showed that patients expect benefits in terms of improved information about the disease and communication with the clinic staff. Demands for additional features were identified (eg, a list of contact persons and medication management). The most important concerns referred to data security and the potential restriction of personal contacts with health care professionals of the clinical departments of the CCCF. In addition, some features for improving the design of the MUC app with respect to usability or for inclusion of interacting tools were suggested by the patients. CONCLUSIONS The results of this qualitative study were discussed within the multidisciplinary team and the MUC app providers. Patients' perspectives and needs will be included in further development of the MUC app. There will be a second study phase in which patients will receive a test version of the MUC app and will be asked about their experiences with it. TRIAL REGISTRATION Deutsches Register Klinischer Studien DRKS00022162; https://drks.de/search/de/trial/DRKS00022162.
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Affiliation(s)
- Joachim Weis
- Chair for Self-Help Research, Comprehensive Cancer Center, Medical Faculty, University Clinic Freiburg, Freiburg, Germany
| | - Lucy Raphaela Wolf
- Chair for Self-Help Research, Comprehensive Cancer Center, Medical Faculty, University Clinic Freiburg, Freiburg, Germany
| | - Melanie Boerries
- Institut für Medizinische Bioinformatik und Systemmedizin, Medical Faculty University Freiburg, University Clinic Freiburg, Freiburg, Germany
| | - Daniela Kassahn
- Institut für Medizinische Bioinformatik und Systemmedizin, Medical Faculty University Freiburg, University Clinic Freiburg, Freiburg, Germany
| | - Martin Boeker
- Institute of Artificial Intelligence and Informatics in Medicine, Medical Center rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
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Rola J, Gibbs H, Robertson H, Riley M, Hamilton-Reeves J, Geana M, Lee EK. The Development of a Video-based Nutrition Education Curriculum for Patients Undergoing Radical Cystectomy. Bladder Cancer 2023; 9:151-157. [PMID: 38993291 PMCID: PMC11181806 DOI: 10.3233/blc-230021] [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: 03/07/2023] [Accepted: 05/24/2023] [Indexed: 07/13/2024]
Abstract
BACKGROUND The treatment for patients with muscle-invasive bladder cancer includes neoadjuvant chemotherapy followed by radical cystectomy. The American Urological Association guidelines stress the optimization of patient performance status in the perioperative setting. Therefore, implementation of nutrition education is critical for the multi-disciplinary care of this vulnerable patient population and wide distribution of information is critical. OBJECTIVE The goal of our study was to create a nutrition-based video education series for patients undergoing chemotherapy and radical cystectomy for bladder cancer. METHODS Scripts for the videos were developed through an iterative process by experts in nutrition, urology, and communication. Providers and patient advocates were recruited to perform semi-structured interviews and surveys for additional feedback. Performer facial emotion recognition (Noldus™) was used to assess displayed emotion by the presenters. Mangold VisionPlayer software was used for participant eye movement tracking of the video content. A knowledge survey was created, and Item Content Validity Index (I-CVI) was calculated with a nutrition expert advisory board. Participants were recruited for cognitive interviewing to understand the mental processes and interpretations while answering questions. RESULTS The video series is available to the public on the Bladder Cancer Advocate Network (BCAN) website at the following URL: https://bcan.org/facing-bladder-cancer/nutrition-bladder-cancer/eating-healthy-bladder-cancer/. Cinematic filming methods, (smaller depth of field, lighting, and camera movement) enhanced message delivery along with music and text on screen to anchor important concepts. CONCLUSIONS This study can be a framework for the development of a patient education video library accessible through electronic medical records, health care applications, and patient advocacy websites.
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Affiliation(s)
- Jenna Rola
- Department of Dietetics and Nutrition, University of Kansas, Kansas City, KS, USA
| | - Heather Gibbs
- Department of Dietetics and Nutrition, University of Kansas, Kansas City, KS, USA
| | - Hilary Robertson
- Department of Dietetics and Nutrition, University of Kansas, Kansas City, KS, USA
- Department of Urology, University of Kansas, Kansas City, KS, USA
| | - Michelle Riley
- Department of Dietetics and Nutrition, University of Kansas, Kansas City, KS, USA
| | - Jill Hamilton-Reeves
- Department of Dietetics and Nutrition, University of Kansas, Kansas City, KS, USA
- Department of Urology, University of Kansas, Kansas City, KS, USA
| | - Mugur Geana
- School of Journalism and Mass Communication, University of Kansas, Lawrence, KS, USA
| | - Eugene K Lee
- Department of Urology, University of Kansas, Kansas City, KS, USA
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Ghaben SJ, Mat Ludin AF, Mohamad Ali N, Beng Gan K, Singh DKA. A framework for design and usability testing of telerehabilitation system for adults with chronic diseases: A panoramic scoping review. Digit Health 2023; 9:20552076231191014. [PMID: 37599901 PMCID: PMC10437210 DOI: 10.1177/20552076231191014] [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: 02/25/2023] [Accepted: 07/13/2023] [Indexed: 08/22/2023] Open
Abstract
Objective This scoping review aimed to identify the design and usability testing of a telerehabilitation (TR) system, and its characteristics and functionalities that are best-suited for rehabilitating adults with chronic diseases. Methods Searches were conducted in PubMed, EBSCO, Web of Science, and Cochrane library for studies published between January 2017 and December 2022. We followed the Joanna Briggs Institute guidelines and the framework by Arksey and O'Malley. Screening was undertaken by two reviewers, and data extraction was undertaken by the first author. Then, the data were further reviewed and discussed thoroughly with the team members. Results A total of 31 results were identified, with the core criteria of developing and testing a telerehabilitation system, including a mobile app for cardiovascular diseases, cancer, diabetes, and chronic respiratory disorders. All developed systems resulted from multidisciplinary teams and employed mixed-methods research. We proposed the "input-process-output" framework that identified phases of both system design and usability testing. Through system design, we reported the use of user-centered design, iterative design, users' needs and characteristics, theory underpinning development, and the expert panel in 64%, 75%, 86%, 82%, and 71% of the studies, respectively. We recorded the application of moderated usability testing, unmoderated testing (1), and unmoderated testing (2) in 74%, 63%, and 15% of the studies, respectively. The identified design and testing activities produced a matured system, a high-fidelity prototype, and a released system in 81.5%, 15%, and 3.5%, respectively. Conclusion This review provides a framework for TR system design and testing for a wide range of chronic diseases that require prolonged management through remote monitoring using a mobile app. The identified "input-process-output" framework highlights the inputs, design, development, and improvement as components of the system design. It also identifies the "moderated-unmoderated" model for conducting usability testing. This review illustrates characteristics and functionalities of the TR systems and healthcare professional roles.
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Affiliation(s)
- Suad J Ghaben
- Faculty of Health Sciences, Physiotherapy Programme & Center for Healthy Ageing & Wellness, (H-CARE), Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
- Department of Physiotherapy, Faculty of Applied Medical Sciences, Al Azhar University, Gaza, Palestine
| | - Arimi Fitri Mat Ludin
- Faculty of Health Sciences, Biomedical Science Programme & Center for Healthy Ageing and Wellness (H=CARE), Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
| | - Nazlena Mohamad Ali
- Institute of Visual Informatics (IVI), Universiti Kebangsaan Malaysia, Bangi, Malaysia
| | - Kok Beng Gan
- Department of Electrical, Electronic and Systems Engineering, Universiti Kebangsaan Malaysia, Bangi, Malaysia
| | - Devinder Kaur Ajit Singh
- Faculty of Health Sciences, Physiotherapy Programme & Center for Healthy Ageing & Wellness, (H-CARE), Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia
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Arthur EK, Pisegna J, Oliveri JM, Aker H, Krok-Schoen JL. Older cancer survivors' perspectives and use of telehealth in their cancer survivorship care in the United States: A ResearchMatch® sample. J Geriatr Oncol 2022; 13:1223-1229. [PMID: 35985929 DOI: 10.1016/j.jgo.2022.08.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Revised: 06/06/2022] [Accepted: 08/09/2022] [Indexed: 10/15/2022]
Abstract
INTRODUCTION COVID-19 has resulted in reliance on telecommunication technologies for the provision of supportive cancer care. However, research on the use of these resources among older adults, who are the majority of cancer survivors, is limited. The objective of this study was to gather information on older cancer survivors' perspectives and use of telehealth their cancer survivorship care in the United States. MATERIALS AND METHODS Potential participants were recruited through ResearchMatch® from December 2020-January 2021. Online semi-structured interviews were conducted. Descriptive statistics were used to analyze the participants' demographic and health characteristics. Content analysis were conducted by two independent coders for identification of common themes. Coding agreement was reached through consensus, and count comparisons of participant responses were made. RESULTS The majority of respondents (n = 21; mean age = 73.5 ± 4.9) were female (57%), White (90%), and had a variety of cancer diagnoses. Participants reported using a variety of technology devices and telehealth products. Older cancer survivors (n = 10) endorsed telehealth video use for physical health concerns and basic check-ups, but some (n = 4) preferred in-person visits for major concerns and sensitive issues (e.g., mental health). Half of participants reported mobile health app use; however, ten participants did not use these apps as they felt the technology was not useful. Barriers to health technology use included missing face-to-face connections with providers, lack of familiarity with the technology, and perceived lack of utility and personalized telehealth platforms. Lastly, video-based conferencing and social media site use among seventeen participants was reported for social interaction during the COVID-19 pandemic. DISCUSSION These findings suggest that older cancer survivors utilize online platforms for their general health; however, they prefer in-person visits for serious issues and value personalization with telehealth. Despite from a highly educated sample of ResearchMatch® participants, these results can be used to inform clinicians and researchers about the appropriateness and provision of telehealth-based supportive care among older cancer survivors.
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Affiliation(s)
- Elizabeth K Arthur
- Comprehensive Cancer Center, The Ohio State University, 460 W. 10(th) Ave, Columbus, OH 43210, USA; College of Nursing, The Ohio State University, 1585 Neil Ave., Columbus, OH 43210, USA
| | - Janell Pisegna
- Physical Therapy Program, University of Colorado Anschutz Medical Campus, 13001 E 17th Ave., Aurora, CO 80045, USA
| | - Jill M Oliveri
- Recruitment, Intervention and Survey Shared Resource, Comprehensive Cancer Center, The Ohio State University, 1590 N. High St, Suite 525, Columbus, OH 43201, USA
| | - Heather Aker
- Recruitment, Intervention and Survey Shared Resource, Comprehensive Cancer Center, The Ohio State University, 1590 N. High St, Suite 525, Columbus, OH 43201, USA
| | - Jessica L Krok-Schoen
- Comprehensive Cancer Center, The Ohio State University, 460 W. 10(th) Ave, Columbus, OH 43210, USA; Division of Health Sciences, School of Health and Rehabilitation Sciences, College of Medicine, The Ohio State University, 453 W. 10th Ave, 228 Atwell Hall, Columbus, OH 43210, USA.
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O'Malley DM, Davis SN, Amare R, Sanabria B, Sullivan B, Devine KA, Ferrante JM, Findley PA, Miller SM, Hudson SV. User-Centered Development and Patient Acceptability Testing of a Health-Coaching Intervention to Enhance Cancer Survivorship Follow-up in Primary Care. JOURNAL OF CANCER EDUCATION : THE OFFICIAL JOURNAL OF THE AMERICAN ASSOCIATION FOR CANCER EDUCATION 2022; 37:788-797. [PMID: 33025453 PMCID: PMC8024404 DOI: 10.1007/s13187-020-01883-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 09/18/2020] [Indexed: 05/07/2023]
Abstract
We describe an iterative three-phase approach used to develop a cancer survivorship health-coaching intervention to guide self-management and follow-up care for post-treatment breast, colorectal, and prostate cancer survivors. Informed by theory (e.g., Cognitive-Social Health Information Processing Model (C-SHIP)), relevant literature, and clinical guidelines, we engaged in a user-centered design process. In phase I, we conducted depth interviews with survivors of breast (n = 34), prostate (n = 4), and colorectal (n = 6) cancers to develop a health coaching prototype. In phase II, we utilized user-testing interviews (n = 9) to test and refine the health coaching prototype. For both phases, we used a template analysis independently coding each interview. In phase I, majority (n = 34, 81%) of survivors were positive about the utility of health coaching. Among these survivors (n = 34), the top areas of identified need were emotional support (44%), general health information (35.3%), changes in diet and exercise (29.3%), accountability and motivation (23.5%), and information about treatment effects (17.7%). The prototype was developed and user-tested and refined in phase III to address the following concerns: (1) the amount of time for calls, (2) density of reading materials, (3) clarity about health coaches' role, (4) customization. Collectively, this resulted in the development of the Extended Cancer Educational for Long-Term Cancer Survivors health-coaching (EXCELSHC) program, which represents the first cancer survivorship follow-up program to support follow-up care designed-for-dissemination in primary care settings. EXCELSHC is being tested in a clinical efficacy trial. Future research will focus on program refinement and testing for effectiveness in primary care.
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Affiliation(s)
- Denalee M O'Malley
- Rutgers, The State University of New Jersey, New Brunswick, NJ, 08901, USA.
- Rutgers Biomedical and Health Sciences, New Brunswick, USA.
- Rutgers Cancer Institute of New Jersey, New Brunswick, USA.
- Department of Family Medicine and Community Health, Rutgers Robert Wood Johnson Medical School, New Brunswick, USA.
| | - Stacy N Davis
- Rutgers, The State University of New Jersey, New Brunswick, NJ, 08901, USA
- Rutgers Biomedical and Health Sciences, New Brunswick, USA
- Rutgers Cancer Institute of New Jersey, New Brunswick, USA
- Rutgers, School of Public Health, Department of Health Behavior, Society, and Policy, New Brunswick, USA
| | - Rahwana Amare
- Rutgers, The State University of New Jersey, New Brunswick, NJ, 08901, USA
- Rutgers Biomedical and Health Sciences, New Brunswick, USA
| | - Bianca Sanabria
- Rutgers, The State University of New Jersey, New Brunswick, NJ, 08901, USA
- Rutgers Biomedical and Health Sciences, New Brunswick, USA
| | - Brittany Sullivan
- Rutgers, The State University of New Jersey, New Brunswick, NJ, 08901, USA
- Rutgers Biomedical and Health Sciences, New Brunswick, USA
- Department of Family Medicine and Community Health, Rutgers Robert Wood Johnson Medical School, New Brunswick, USA
| | - Katie A Devine
- Rutgers, The State University of New Jersey, New Brunswick, NJ, 08901, USA
- Rutgers Cancer Institute of New Jersey, New Brunswick, USA
| | - Jeanne M Ferrante
- Rutgers, The State University of New Jersey, New Brunswick, NJ, 08901, USA
- Rutgers Biomedical and Health Sciences, New Brunswick, USA
- Rutgers Cancer Institute of New Jersey, New Brunswick, USA
- Department of Family Medicine and Community Health, Rutgers Robert Wood Johnson Medical School, New Brunswick, USA
| | - Patricia A Findley
- Rutgers, The State University of New Jersey, New Brunswick, NJ, 08901, USA
- Rutgers Cancer Institute of New Jersey, New Brunswick, USA
- Rutgers School of Social Work, New Brunswick, USA
| | | | - Shawna V Hudson
- Rutgers, The State University of New Jersey, New Brunswick, NJ, 08901, USA
- Rutgers Biomedical and Health Sciences, New Brunswick, USA
- Rutgers Cancer Institute of New Jersey, New Brunswick, USA
- Department of Family Medicine and Community Health, Rutgers Robert Wood Johnson Medical School, New Brunswick, USA
- Rutgers, School of Public Health, Department of Health Behavior, Society, and Policy, New Brunswick, USA
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Mendes-Santos C, Nunes F, Weiderpass E, Santana R, Andersson G. Development and Evaluation of the Usefulness, Usability, and Feasibility of iNNOV Breast Cancer: Mixed Methods Study. JMIR Cancer 2022; 8:e33550. [PMID: 35166682 PMCID: PMC8889471 DOI: 10.2196/33550] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2021] [Revised: 01/07/2022] [Accepted: 01/12/2022] [Indexed: 11/21/2022] Open
Abstract
BACKGROUND Despite the efficacy of psychosocial interventions in minimizing psychosocial morbidity in breast cancer survivors (BCSs), intervention delivery across survivorship is limited by physical, organizational, and attitudinal barriers, which contribute to a mental health care treatment gap in cancer settings. OBJECTIVE The aim of this study is to develop iNNOV Breast Cancer (iNNOVBC), a guided, internet-delivered, individually tailored, acceptance and commitment therapy-influenced cognitive behavioral intervention program aiming to treat mild to moderate anxiety and depression in BCSs as well as to improve fatigue, insomnia, sexual dysfunction, and health-related quality of life in this group. This study also aims to evaluate the usefulness, usability, and preliminary feasibility of iNNOVBC. METHODS iNNOVBC was developed using a user-centered design approach involving its primary and secondary end users, that is, BCSs (11/24, 46%) and mental health professionals (13/24, 54%). We used mixed methods, namely in-depth semistructured interviews, laboratory-based usability tests, short-term field trials, and surveys, to assess iNNOVBC's usefulness, usability, and preliminary feasibility among these target users. Descriptive statistics were used to characterize the study sample, evaluate performance data, and assess survey responses. Qualitative data were recorded, transcribed verbatim, and thematically analyzed. RESULTS Overall, participants considered iNNOVBC highly useful, with most participants reporting on the pertinence of its scope, the digital format, the relevant content, and the appropriate features. However, various usability issues were identified, and participants suggested that the program should be refined by simplifying navigation paths, using a more dynamic color scheme, including more icons and images, displaying information in different formats and versions, and developing smartphone and tablet versions. In addition, participants suggested that tables should be converted into plain textboxes and data visualization dashboards should be included to facilitate the tracking of progress. The possibility of using iNNOVBC in a flexible manner, tailoring it according to BCSs' changing needs and along the cancer care continuum, was another suggestion that was identified. CONCLUSIONS The study results suggest that iNNOVBC is considered useful by both BCSs and mental health professionals, configuring a promising point-of-need solution to bridge the psychological supportive care gap experienced by BCSs across the survivorship trajectory. We believe that our results may be applicable to other similar programs. However, to fulfill their full supportive role, such programs should be comprehensive, highly usable, and tailorable and must adopt a flexible yet integrated structure capable of evolving in accordance with survivors' changing needs and the cancer continuum.
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Affiliation(s)
- Cristina Mendes-Santos
- Department of Culture and Society, Linköping University, Linköping, Sweden
- Experimental Pathology and Therapeutics Group, Portuguese Institute of Oncology, Porto, Portugal
- Public Health Research Centre, NOVA National School of Public Health, Universidade Nova de Lisboa, Lisbon, Portugal
- Comprehensive Health Research Center, Portugal
| | | | | | - Rui Santana
- Public Health Research Centre, NOVA National School of Public Health, Universidade Nova de Lisboa, Lisbon, Portugal
- Comprehensive Health Research Center, Portugal
| | - Gerhard Andersson
- Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
- Department of Clinical Neuroscience, Psychiatry Section, Karolinska Institutet, Stockholm, Sweden
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10
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Dullabh P, Sandberg SF, Heaney-Huls K, Hovey LS, Lobach DF, Boxwala A, Desai PJ, Berliner E, Dymek C, Harrison MI, Swiger J, Sittig DF. OUP accepted manuscript. J Am Med Inform Assoc 2022; 29:1233-1243. [PMID: 35534996 PMCID: PMC9196686 DOI: 10.1093/jamia/ocac059] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Revised: 03/12/2022] [Accepted: 04/22/2022] [Indexed: 02/05/2023] Open
Abstract
Objective We conducted a horizon scan to (1) identify challenges in patient-centered clinical decision support (PC CDS) and (2) identify future directions for PC CDS. Materials and Methods We engaged a technical expert panel, conducted a scoping literature review, and interviewed key informants. We qualitatively analyzed literature and interview transcripts, mapping findings to the 4 phases for translating evidence into PC CDS interventions (Prioritizing, Authoring, Implementing, and Measuring) and to external factors. Results We identified 12 challenges for PC CDS development. Lack of patient input was identified as a critical challenge. The key informants noted that patient input is critical to prioritizing topics for PC CDS and to ensuring that CDS aligns with patients’ routine behaviors. Lack of patient-centered terminology standards was viewed as a challenge in authoring PC CDS. We found a dearth of CDS studies that measured clinical outcomes, creating significant gaps in our understanding of PC CDS’ impact. Across all phases of CDS development, there is a lack of patient and provider trust and limited attention to patients’ and providers’ concerns. Discussion These challenges suggest opportunities for advancing PC CDS. There are opportunities to develop industry-wide practices and standards to increase transparency, standardize terminologies, and incorporate patient input. There is also opportunity to engage patients throughout the PC CDS research process to ensure that outcome measures are relevant to their needs. Conclusion Addressing these challenges and embracing these opportunities will help realize the promise of PC CDS—placing patients at the center of the healthcare system.
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Affiliation(s)
- Prashila Dullabh
- Corresponding Author: Prashila Dullabh, MD, NORC at the University of Chicago, 4350 East-West Hwy 8th Floor, Bethesda, MD 20814, USA;
| | | | | | - Lauren S Hovey
- NORC at the University of Chicago, Bethesda, Maryland, USA
| | | | | | | | | | - Chris Dymek
- Center for Evidence and Practice Improvement, Agency for Healthcare Research and Quality, Rockville, Maryland, USA
| | - Michael I Harrison
- Center for Evidence and Practice Improvement, Agency for Healthcare Research and Quality, Rockville, Maryland, USA
| | - James Swiger
- Center for Evidence and Practice Improvement, Agency for Healthcare Research and Quality, Rockville, Maryland, USA
| | - Dean F Sittig
- School of Biomedical Informatics, University of Texas Health Science Center, Houston, Texas, USA
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11
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Davis SN, O'Malley DM, Bator A, Ohman-Strickland P, Hudson SV. Correlates of Information Seeking Behaviors and Experiences Among Adult Cancer Survivors in the USA. JOURNAL OF CANCER EDUCATION : THE OFFICIAL JOURNAL OF THE AMERICAN ASSOCIATION FOR CANCER EDUCATION 2021; 36:1253-1260. [PMID: 32358717 PMCID: PMC7606325 DOI: 10.1007/s13187-020-01758-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
Understanding information seeking behaviors and experiences is essential for designing educational and supportive interventions to promote survivor's self-management post treatment. This study examined health and cancer information seeking, use of internet to find cancer information, and information seeking experiences among breast, colorectal, and prostate cancer survivors. Nationally representative data collected in 2017-2018 from 2 cycles of the Health Information National Trends Survey (HINTS 5, cycles 1 and 2 were merged with combined replicate weights using the jackknife replication method (n = 373). Regression analysis for three information seeking behaviors (i.e., health information, cancer information, and internet for cancer information) were modeled, including sociodemographic and clinical factors as predictors. In addition, separate regression analysis predicted three experiences of information seeking (effort, quality, and hard to understand) with sociodemographic and clinical factors. A majority of survivors (84.7%) sought health information. Factors significantly associated with seeking health information were gender (p = 0.024), education (p = 0.0021), and income (p = 0.018). Only 38% of survivors used the internet to seek cancer-related information. The only factor significantly associated with using the internet to seek cancer-related information was time since diagnosis (p = 0.0002). The factor significantly associated with difficulty understanding information was annual household income (p = 0.026). This study fills an important gap by identifying sociodemographic and cancer-related factors associated with information seeking behaviors and experiences. These findings highlight a need to tailor information for low socioeconomic status survivors to account for the lack of skills, resources, and motivation to seek information about health and cancer related topics independently.
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Affiliation(s)
- Stacy N Davis
- Rutgers Biomedical and Health Sciences, Rutgers, The State University of New Jersey, New Brunswick, NJ, USA.
- Rutgers, School of Public Health, Piscataway, NJ, USA.
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA.
- Department of Health Behavior, Society, and Policy, Rutgers School of Public Health, Piscataway, NJ, USA.
| | - Denalee M O'Malley
- Rutgers Biomedical and Health Sciences, Rutgers, The State University of New Jersey, New Brunswick, NJ, USA
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
- Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Alicja Bator
- Rutgers Biomedical and Health Sciences, Rutgers, The State University of New Jersey, New Brunswick, NJ, USA
- Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Pamela Ohman-Strickland
- Rutgers Biomedical and Health Sciences, Rutgers, The State University of New Jersey, New Brunswick, NJ, USA
- Rutgers, School of Public Health, Piscataway, NJ, USA
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
| | - Shawna V Hudson
- Rutgers Biomedical and Health Sciences, Rutgers, The State University of New Jersey, New Brunswick, NJ, USA
- Rutgers, School of Public Health, Piscataway, NJ, USA
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
- Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
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12
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Chioreso C, Schroeder MC, Rupp IG, Ammann E, Carter KD, Lynch CF, Chrischilles EA, Charlton ME. Stage II/III Rectal Cancer Post-Treatment Surveillance Patterns of Care: A SEER- Medicare Study. ADVANCED RESEARCH IN GASTROENTEROLOGY & HEPATOLOGY 2021; 17:555972. [PMID: 37636523 PMCID: PMC10457021 DOI: 10.19080/argh.2021.17.555972] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 08/29/2023]
Abstract
Introduction Despite high rectal cancer recurrence rates, knowledge on post-treatment surveillance utilization is limited. Hence, this study aims to estimate patterns of post-treatment surveillance and determine associated factors. Patients and Methods Retrospective study of 1,024 SEER-Medicare patients >65 years old diagnosed with stage II/III rectal cancer between 2007-2013. Logistic regression was used to determine factors associated with ≥1 colonoscopy, ≥2 physician visits, ≥2 carcinoembryonic antigen (CEA) tests and ≥2 computed tomographic colonography (CT) within 14 months after primary treatment. Results Fifty-five percent had ≥1 colonoscopy, 54% had ≥2 physician visits, 47% had ≥2 CEA tests and 20% had ≥2 CTs. In multivariable logistic models, younger age and receipt of chemoradiation therapy (vs none) were significant across all surveillance procedures while clinical factors such as comorbidity were not. Being married (OR=1.69; 95% CI: 1.26-2.26) and proximity to a high-volume hospital (≤15 vs >30 minutes, OR=1.56; 95% CI: 1.00-2.43) were associated with ≥1 colonoscopy. Female gender (OR=1.56; 95% CI: 1.17-2.09), being married (OR=1.56; 95% CI: 1.17-2.08), white race (OR=1.79; 95% CI: 1.23- 2.62) and surgery from high-volume surgeon (OR=1.47; 95% CI: 1.06-2.04) were associated with ≥2 physician visits. Female gender (OR=1.45; 95% CI: 1.08-1.95), being married (OR=1.46; 95% CI: 1.08-1.96) and surgery from high-volume surgeon (OR=1.55; 95% CI: 1.10-2.17) had higher ≥2 CEA tests. Conclusions Post-treatment surveillance remains low but is more common among younger patients and recipients of chemoradiation. Distinct profiles of patient characteristics and provider volume were associated with individual surveillance procedures suggesting the need for multicomponent strategies to increase surveillance.
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Affiliation(s)
- Catherine Chioreso
- Department of Epidemiology, University of Iowa College of Public Health, USA
| | - Mary C Schroeder
- Department of Pharmacy Practice and Science, University of Iowa College of Pharmacy, USA
| | | | - Eric Ammann
- Department of Epidemiology, University of Iowa College of Public Health, USA
| | - Knute D Carter
- Department of Biostatistics, University of Iowa College of Public Health, USA
| | - Charles F Lynch
- Department of Epidemiology, University of Iowa College of Public Health, USA
- Iowa Cancer Registry, University of Iowa College of Public Health, USA
| | | | - Mary E Charlton
- Department of Epidemiology, University of Iowa College of Public Health, USA
- Iowa Cancer Registry, University of Iowa College of Public Health, USA
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13
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Pornak SC, Papachrysanthou A, Lehr B. [Apps and web-based interventions for prostate cancer follow-up-a scoping review]. Urologe A 2021; 60:911-920. [PMID: 33523240 DOI: 10.1007/s00120-020-01440-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/25/2020] [Indexed: 11/28/2022]
Abstract
BACKGROUND Side effects due to prostate cancer therapy and psychosocial strain are not always recognised during follow-up, which may result in the absence of appropriate therapy offers. Recent studies have shown a potential for improving care by integrating digital technologies like smartphone apps. OBJECTIVE This scoping review aimed to explore the effects of apps for the assessment of side effects and distress, provision of individualised patient information and management of prostate cancer follow-up on patient outcome. Furthermore, findings on user acceptance and recommendations for implementation and evaluation were identified. METHODS The databases MEDLINE, Web of Science, PsycInfo, Cochrane Library, ScienceDirect, PSYNDEX, wiso and SpringerLink were searched for quantitative and qualitative primary studies from the period 2005 until August 2020. RESULTS In all, 22 studies were included in the review. Apps and web-based interventions had a positive effect on physical symptoms, psychosocial distress and participation in treatment. User acceptance was predominantly good, but there were still substantial numbers of non-users. CONCLUSIONS Apps and web-based interventions can be an effective supplement to follow-up care, especially if they are adapted to individual patient needs. Robust evidence is still lacking. There is a need for larger randomised controlled studies, particularly in the German healthcare setting.
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Affiliation(s)
- S C Pornak
- Institut für eHealth und Management im Gesundheitswesen, Hochschule Flensburg, Kanzleistraße 91-93, 24943, Flensburg, Deutschland.
| | - A Papachrysanthou
- Institut für eHealth und Management im Gesundheitswesen, Hochschule Flensburg, Kanzleistraße 91-93, 24943, Flensburg, Deutschland
| | - B Lehr
- Institut für eHealth und Management im Gesundheitswesen, Hochschule Flensburg, Kanzleistraße 91-93, 24943, Flensburg, Deutschland
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14
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Findley PA, Wiener RC, Shen C, Dwibedi N, Sambamoorthi U. Clinical Preventive Services and Self-Management Practices Among Adult Cancer Survivors in the United States Over Time. Cancer Control 2021; 28:10732748211059106. [PMID: 34823385 PMCID: PMC8641110 DOI: 10.1177/10732748211059106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
The objective of this research was to determine if the engagement/participation in health promotion activities of cancer survivors in the United States (US) changed between 2006 and 2015. We pooled two independent cross-sectional data of cancer survivors using Medical Expenditure Panel Surveys from 2006 (N = 791; weighted N = 9,532,674) and 2015 (N = 1067; weighted N = 15,744,959). Health promoting activities consisted of past year influenza immunization, routine physical examination, and dental visit. Self-care included maintaining normal weight, not smoking, and engagement in recommended vigorous physical activity. We conducted unadjusted and adjusted logistic regression analyses to examine the change in engagement in health promoting activities over time. We found rates of annual influenza immunization (66.8% vs 70.3%), dental visit (71.8% vs 70.3%), and normal weight (33.9% vs 33.5%) did not change from 2006 to 2015. The percent with physical examination (90.8% vs 93.8%; P = .03) and non-smokers increased (87.9% vs 91.2; P = .04). Between 2006 and 2015, despite guidelines and recommendations for personalized cancer survivorship health plans, health promoting activities among cancer survivors did not change significantly.
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Affiliation(s)
- Patricia A Findley
- School of Social Work, 242612Rutgers The State University of New Jersey, New Brunswick, NJ, USA
| | - R Constance Wiener
- Department of Dental Practice and Rural Health, School of Dentistry, 5631West Virginia University, Morgantown, WV, USA
| | - Chan Shen
- Department of Surgery and Public Health Sciences, 12310Penn State College of Medicine, Hershey, PA, USA
| | - Nilajana Dwibedi
- Department of Pharmaceutical Systems and Policy, 5631West Virginia University, Morgantown, WV, USA
| | - Usha Sambamoorthi
- Department of Pharmaceutical Systems and Policy, 5631West Virginia University, Morgantown, WV, USA
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15
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Lin AW, Baik SH, Aaby D, Tello L, Linville T, Alshurafa N, Spring B. eHealth Practices in Cancer Survivors With BMI in Overweight or Obese Categories: Latent Class Analysis Study. JMIR Cancer 2020; 6:e24137. [PMID: 33156810 PMCID: PMC7746487 DOI: 10.2196/24137] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2020] [Revised: 10/19/2020] [Accepted: 11/05/2020] [Indexed: 12/11/2022] Open
Abstract
Background eHealth technologies have been found to facilitate health-promoting practices among cancer survivors with BMI in overweight or obese categories; however, little is known about their engagement with eHealth to promote weight management and facilitate patient-clinician communication. Objective The objective of this study was to determine whether eHealth use was associated with sociodemographic characteristics, as well as medical history and experiences (ie, patient-related factors) among cancer survivors with BMI in overweight or obese categories. Methods Data were analyzed from a nationally representative cross-sectional survey (National Cancer Institute’s Health Information National Trends Survey). Latent class analysis was used to derive distinct classes among cancer survivors based on sociodemographic characteristics, medical attributes, and medical experiences. Logistic regression was used to examine whether class membership was associated with different eHealth practices. Results Three distinct classes of cancer survivors with BMI in overweight or obese categories emerged: younger with no comorbidities, younger with comorbidities, and older with comorbidities. Compared to the other classes, the younger with comorbidities class had the highest probability of identifying as female (73%) and Hispanic (46%) and feeling that clinicians did not address their concerns (75%). The older with comorbidities class was 6.5 times more likely than the younger with comorbidities class to share eHealth data with a clinician (odds ratio [OR] 6.53, 95% CI 1.08-39.43). In contrast, the younger with no comorbidities class had a higher likelihood of using a computer to look for health information (OR 1.93, 95% CI 1.10-3.38), using an electronic device to track progress toward a health-related goal (OR 2.02, 95% CI 1.08-3.79), and using the internet to watch health-related YouTube videos (OR 2.70, 95% CI 1.52-4.81) than the older with comorbidities class. Conclusions Class membership was associated with different patterns of eHealth engagement, indicating the importance of tailored digital strategies for delivering effective care. Future eHealth weight loss interventions should investigate strategies to engage younger cancer survivors with comorbidities and address racial and ethnic disparities in eHealth use.
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Affiliation(s)
- Annie Wen Lin
- Department of Nutrition, Benedictine University, Lisle, IL, United States.,Department of Preventive Medicine, Northwestern University, Chicago, IL, United States
| | - Sharon H Baik
- Department of Supportive Care Medicine, City of Hope Medical Cancer Center, Duarte, CA, United States.,Department of Medical Social Sciences, Northwestern University, Chicago, IL, United States
| | - David Aaby
- Department of Preventive Medicine, Northwestern University, Chicago, IL, United States
| | - Leslie Tello
- Department of Nutrition, Benedictine University, Lisle, IL, United States
| | - Twila Linville
- Department of Preventive Medicine, Northwestern University, Chicago, IL, United States
| | - Nabil Alshurafa
- Department of Preventive Medicine, Northwestern University, Chicago, IL, United States
| | - Bonnie Spring
- Department of Preventive Medicine, Northwestern University, Chicago, IL, United States
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Affiliation(s)
- Tania Estapé
- Psychosocial Oncology Department, FEFOC Foundation, Barcelona, Spain
| | - Elliot J Coups
- Population Science Section, Rutgers Cancer Institute of New Jersey, New Brunswick, New Jersey
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