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Sapre M, Elaiho CR, Brar Prayaga R, Prayaga R, Constable J, Vangeepuram N. The Development of a Text Messaging Platform to Enhance a Youth Diabetes Prevention Program: Observational Process Study. JMIR Form Res 2024; 8:e45561. [PMID: 38809599 PMCID: PMC11170040 DOI: 10.2196/45561] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2023] [Revised: 06/08/2023] [Accepted: 06/16/2023] [Indexed: 05/30/2024] Open
Abstract
BACKGROUND Approximately 1 in 5 adolescents in the United States has prediabetes, and racially and ethnically minoritized youths are disproportionately impacted. Unfortunately, there are few effective youth diabetes prevention programs, and in-person interventions are challenging because of barriers to access and engagement. OBJECTIVE We aimed to develop and assess the preliminary feasibility and acceptability of a youth-informed SMS text messaging platform to provide additional support and motivation to adolescents with prediabetes participating in a diabetes prevention workshop in East Harlem, New York City, New York, United States. We collaborated with our youth action board and a technology partner (mPulse Mobile) to develop and pilot-test the novel interactive platform. METHODS The technology subcommittee of our community action board (comprising youths and young adults) used the results from focus groups that we had previously conducted with youths from our community to develop 5 message types focused on healthy eating and active living: goal setting, behavior tracking, individually tailored guidance, motivational messages, and photo diary. We used an iterative process to develop and pilot the program with our internal study team, including youths from our community action board and mPulse Mobile developers. We then conducted a pilot of the 12-week SMS text messaging program with 13 youths with prediabetes. RESULTS Participants (aged 15-21 years; 10/13, 77% female; 3/10, 23% Black and 10/13, 77% Hispanic or Latinx) received an average of 2 automated messages per day. The system correctly sent 84% (2231/2656) of the messages at the time intended; the remaining 16% (425/2656) of the messages were either sent at the incorrect time, or the system did not recognize a participant response to provide the appropriate reply. The level of engagement with the program ranged from 1 (little to no response) to 5 (highly responsive) based on how frequently participants responded to the interactive (2-way) messages. Highly responsive participants (6/13, 46%) responded >75% (1154/1538) of the time to interactive messages sent over 12 weeks, and 69% (9/13) of the participants were still engaged with the program at week 12. During a focus group conducted after program completion, the participants remarked that the message frequency was appropriate, and those who had participated in our in-person workshops reflected that the messages were reminiscent of the workshop content. Participants rated goal setting, behavior tracking, and tailored messages most highly and informed planned adaptations to the platform. Participants described the program as: "interactive, informative, enjoyable, very convenient, reliable, motivational, productive, and reflective." CONCLUSIONS We partnered with youths in the initial content development and pilot testing of a novel SMS text messaging platform to support diabetes prevention. This study is unique in the triple partnership we formed among researchers, technology experts, and diverse youths to develop a mobile health platform to address diabetes-related disparities.
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Affiliation(s)
- Manali Sapre
- New York University Langone, New York, NY, United States
| | - Cordelia R Elaiho
- Medical College of Wisconsin, Milwaukee, WI, United States
- Department of General Pediatrics, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | | | - Ram Prayaga
- mPulse Mobile, Los Angeles, CA, United States
| | - Jeremy Constable
- Community Action Board, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Nita Vangeepuram
- Department of General Pediatrics, Icahn School of Medicine at Mount Sinai, New York, NY, United States
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, NY, United States
- Institute for Health Equity Research, Icahn School of Medicine at Mount Sinai, New York, NY, United States
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Elliott A, Lang S, Truby H, Brennan L, Gibson S. Tackling the challenge of treating obesity using design research methods: A scoping review. Obes Rev 2022; 23:e13360. [PMID: 34545669 DOI: 10.1111/obr.13360] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 08/06/2021] [Accepted: 08/20/2021] [Indexed: 01/10/2023]
Abstract
Design research methods, including user-centered design, human-centered design, and design thinking, are iterative processes and frameworks that engage stakeholders to inform the design of initiatives, programs, or research interventions. Design research methods are not yet widely applied in healthcare. To date, there is a limited understanding of how design research methodologies can be applied to develop client-centered weight loss interventions. This scoping review explores the extent, range, and nature of research projects that used design research methods to guide the development of an obesity treatment intervention. A systematic search of eight databases identified projects that used design research methods to develop a weight loss intervention or strategy. The method and practical application of design research processes for each eligible article were extracted and explored. Design research methods were used to generate ideas or guide the development of a mobile application (n = 6), mHealth device (n = 1), eHealth solution (n = 1), health promotion program (n = 1), or patient-clinician communication tools (n = 2). There was considerable variation in the application of design research processes between studies. Design research methods may provide an iterative, flexible framework to facilitate the development of client-centered, inclusive interventions and strategies. Design research methods may support research teams to move away from the one-size-fits-all approach to obesity treatment.
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Affiliation(s)
- Andrea Elliott
- Department of Nutrition, Dietetics and Food, School of Clinical Sciences, Monash University, Clayton, Victoria, Australia
| | - Sarah Lang
- Department of Nutrition, Dietetics and Food, School of Clinical Sciences, Monash University, Clayton, Victoria, Australia
| | - Helen Truby
- School of Human Movement and Nutrition Sciences, The University of Queensland, Brisbane, Queensland, Australia
| | - Linda Brennan
- School of Media and Communication, RMIT University, Melbourne, Victoria, Australia
| | - Simone Gibson
- Department of Nutrition, Dietetics and Food, School of Clinical Sciences, Monash University, Clayton, Victoria, Australia
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Mandoh M, Redfern J, Mihrshahi S, Cheng HL, Phongsavan P, Partridge SR. Shifting From Tokenism to Meaningful Adolescent Participation in Research for Obesity Prevention: A Systematic Scoping Review. Front Public Health 2022; 9:789535. [PMID: 35004591 PMCID: PMC8734426 DOI: 10.3389/fpubh.2021.789535] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Accepted: 11/30/2021] [Indexed: 12/21/2022] Open
Abstract
Background: Traditionally, adolescent participation in research has been tokenistic. Adolescents are rarely afforded the opportunity to influence decision-making in research designed to prevent obesity. Engaging adolescents in meaningful decision-making may enhance research translation. This review aimed to analyze the current modes and nature of adolescent participation in obesity prevention research decision-making. Methods: A systematic scoping review was conducted using Arksey and O'Malley's six-stage framework. Six major databases were searched for peer-reviewed primary research studies with adolescent participation related to obesity, physical activity, and diet. Modes of adolescent participation were categorized based on the Lansdown-UNICEF conceptual framework for measuring outcomes of adolescent participation. The framework outlines three modes of meaningful participation: (i) consultative, which involves taking opinions and needs into consideration; (ii) collaborative, where adolescents are partners in the decision-making process; and (iii) adolescent-led participation where adolescents have the capacity to influence the process and outcomes. The degree of involvement in research cycles was classified based on the National Health and Medical Research Council consumer engagement framework. Five stages of the research cycle were determined: identify, design and develop, conduct, analyze and disseminate. Results: In total, 126 papers describing 71 unique studies were identified. Of these, 69% (49/71) took place in the USA, and 85% (52/61) were conducted in minority or underserved communities, while males were more likely to be under-represented. In 49% (35/71) of studies, participation was consultative and 9% (6/71) of studies involved an adolescent-led approach. Furthermore, 87% (62/71) of studies incorporated adolescent participation in one or more of the research cycle's formative phases, which involve eliciting views, opinions and idea generation. Only 11% of studies engaged adolescents in all five stages of the research cycle where adolescents could have more influence over the research process. Conclusion: Meaningful adolescent participation in the obesity prevention research cycle is limited. Empowering and mobilizing equal partnership with adolescents should be at the forefront of all adolescent-related obesity prevention research.
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Affiliation(s)
- Mariam Mandoh
- School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Julie Redfern
- School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia.,The George Institute for Global Health, The University of New South Wales, Camperdown, NSW, Australia
| | - Seema Mihrshahi
- Department of Health Systems and Populations, Macquarie University, Sydney, NSW, Australia.,Prevention Research Collaboration, Charles Perkins Centre, Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW, Australia
| | - Hoi Lun Cheng
- Sydney Medical School, Faculty of Medicine and Health, Discipline of Child and Adolescent Health, The University of Sydney, Sydney, NSW, Australia.,The Children's Hospital at Westmead, Academic Department of Adolescent Medicine, Sydney, NSW, Australia
| | - Philayrath Phongsavan
- Prevention Research Collaboration, Charles Perkins Centre, Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW, Australia
| | - Stephanie R Partridge
- School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia.,Prevention Research Collaboration, Charles Perkins Centre, Sydney School of Public Health, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW, Australia
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Yerges AL, Snethen JA, Carrel AL. Female adolescents with overweight and obesity share their perspectives on the clinical setting and weight management. Clin Obes 2021; 11:e12415. [PMID: 32945141 DOI: 10.1111/cob.12415] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 08/25/2020] [Accepted: 08/28/2020] [Indexed: 12/16/2022]
Abstract
The clinical setting remains a strategic environment for early assessment, identification and treatment of adolescents with obesity. Yet, healthcare providers' (HCPs) efforts have been unsuccessful in improving physical activity, nutritional intake or body mass index in adolescents with obesity. Obesity is a chronic condition that influences how patients interact with HCPs and experience ambulatory healthcare appointments. However, it is unknown how female adolescents with obesity perceive the clinical setting, especially regarding weight management. The purpose of this study was to explore the perceptions of female adolescents with obesity regarding health and weight management in the clinical setting. Using a qualitative design, 28 English-speaking female adolescents, 13 to 19 years of age, with a body mass index ≥85th percentile for height and weight participated in individual interviews. Results demonstrate that adolescents with obesity desire to be recognized as unique individuals and to be involved in their own health conversations. The participants reported that their health care was inadequate when they received impersonal and vague advice from HCPs on weight loss. Weight-related communication was best received in a kind and empathetic manner, with a focus on improving one's health (instead of losing weight). Adolescents in this study articulated the components of healthy eating and physical exercise, yet were unable to synthesize this knowledge into specific dietary practices and daily physical activities. The insights derived from female adolescents with obesity provide guidance on how HCPs can improve their relationship and engage the adolescent in weight-based discussions. Concrete, actionable recommendations are provided for providers who work with female adolescents who are overweight or obese.
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Affiliation(s)
- April L Yerges
- College of Nursing, University of Wisconsin-Milwaukee, Milwaukee, Wisconsin, USA
| | - Julia A Snethen
- College of Nursing, University of Wisconsin-Milwaukee, Milwaukee, Wisconsin, USA
| | - Aaron L Carrel
- University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA
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LeRouge CM, Hah H, Deckard GJ, Jiang H. Designing for the Co-Use of Consumer Health Technology in Self-Management of Adolescent Overweight and Obesity: Mixed Methods Qualitative Study. JMIR Mhealth Uhealth 2020; 8:e18391. [PMID: 32597788 PMCID: PMC7367539 DOI: 10.2196/18391] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Revised: 04/05/2020] [Accepted: 05/14/2020] [Indexed: 01/28/2023] Open
Abstract
BACKGROUND Overweight and obesity in adolescents has reached epidemic proportions in the United States. Consumer health technology (CHT) can serve as a behavioral and social support tool for the management of overweight in adolescence. Recognizing CHT as a social support tool during design enables input from multiple stakeholders who engage in shared co-use to reinforce and empower adolescents in their self-management efforts. OBJECTIVE This study aimed to explore design requirements and enabling factors for the use of CHT as a social support tool for patients (as primary users) and parents and health care providers (as co-users). Our model incorporates key components of the unified theory of acceptance and use of technology (UTAUT) within the framework of the obesity care model (OCM) by recognizing patient self-management as the central process with the influence of their care support network on CHT use and outcomes. METHODS This study was part of a larger two-staged usability study combining focus group, semistructured interviews, and usability walkthroughs of CHT mockups from adolescents (BMI in the 85th-99th percentile range), parents, and physicians. In phase 1, 48 adolescents between the ages of 12 and 17 years, 10 of their parents, and 6 health care providers participated in identifying design requirements and enabling factors for the use of a potential CHT. In phase 2, 70 adolescents and 10 health care providers evaluated the CHT mockups and indicated enabling factors and willingness to use the proposed CHT. RESULTS Our qualitative analysis identified adolescents' intention for the use of CHT in alignment with UTAUT elements of performance expectancy, effort expectancy, and facilitating conditions. Our reconceptualization of social influence identified the expectations and envisioned roles of parents and health care providers as co-users and influencing factors on the co-use of CHT in managing overweight in adolescence. Parents were expected to monitor, to provide guidance and motivation, and to suggest modifications in daily habits, for example, recipes and meals, whereas health care providers were expected to encourage and monitor progress in a clinical setting. These expected roles and co-use patterns were congruent among all 3 stakeholders; the co-use of CHT was desired to be minimally invasive for parents and health care providers and controlled by the adolescents. CONCLUSIONS Our study integrates and extends the perspectives of 2 seminal models to explore design features and social influence roles for the successful user-centered design of CHT for weight self-management in adolescents. Although the co-users (ie, adolescents, parents, health care providers) suggested differing features consistent with their roles, role definitions were congruent. All users recognized the adolescent as the primary user with differential, supportive use from parents and health care providers. This multistakeholder approach can guide successful CHT design that reinforces the collective perspective of self-management.
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Affiliation(s)
- Cynthia M LeRouge
- Department of Information Systems and Business Analytics, Florida International University, Miami, FL, United States
| | - Hyeyoung Hah
- Department of Information Systems and Business Analytics, Florida International University, Miami, FL, United States
| | - Gloria J Deckard
- Department of Information Systems and Business Analytics, Florida International University, Miami, FL, United States
| | - Haoqiang Jiang
- College of Informatics, Northern Kentucky University, Highland Heights, KY, United States
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Abstract
PURPOSE OF REVIEW This review synthesizes recent research on remotely delivered interventions for obesity treatment, including summarizing outcomes and challenges to implementing these treatments as well as outlining recommendations for clinical implementation and future research. RECENT FINDINGS There are a wide range of technologies used for delivering obesity treatment remotely. Generally, these treatments appear to be acceptable and feasible, though weight loss outcomes are mixed. Engagement in these interventions, particularly in the long term, is a significant challenge. Newer technologies are rapidly developing and enable tailored and adaptable interventions, though research in this area is in its infancy. Further research is required to optimize potential benefits of remotely delivered interventions for obesity.
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Affiliation(s)
- Lauren E Bradley
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, 1645 W. Jackson Blvd. Suite 400, Chicago, IL, 60612, USA.
| | - Christine E Smith-Mason
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, 1645 W. Jackson Blvd. Suite 400, Chicago, IL, 60612, USA
| | - Joyce A Corsica
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, 1645 W. Jackson Blvd. Suite 400, Chicago, IL, 60612, USA
| | - Mackenzie C Kelly
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, 1645 W. Jackson Blvd. Suite 400, Chicago, IL, 60612, USA
| | - Megan M Hood
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, 1645 W. Jackson Blvd. Suite 400, Chicago, IL, 60612, USA
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LeRouge C, Durneva P, Sangameswaran S, Gloster AM. Design Guidelines for a Technology-Enabled Nutrition Education Program to Support Overweight and Obese Adolescents: Qualitative User-Centered Design Study. J Med Internet Res 2019; 21:e14430. [PMID: 31359871 PMCID: PMC6690165 DOI: 10.2196/14430] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2019] [Revised: 06/07/2019] [Accepted: 06/09/2019] [Indexed: 01/16/2023] Open
Abstract
Background Childhood overweight and obesity are major health challenges in the United States. One of the recommendations to combat obesity is to maintain a healthy diet, which is often best supported by eating home-cooked meals to control cooking methods, ingredients, and portions. Diet control through home cooking is challenged because of the decline in culinary skills in the population and a paucity of effective culinary nutrition education (CNE) programs. Providing technology-enabled CNE (CNE-tech) to overweight and obese adolescents can equip them with life skills that can assist them in the future. Such skills can facilitate saving money, eating healthier, and creating social environments. In addition, CNE builds cooking confidence and food literacy that in turn can build adolescent self-efficacy, particularly toward managing their health behaviors. Objective This study aimed to inform functionalities, design requirements, and the context of use for CNE-tech that could enhance overweight and obese adolescents’ healthy food literacy, cooking confidence, and general self-efficacy with regard to self-management to ultimately promote healthy lifestyle management. Methods The design science study was completed in 2 distinct phases engaging overweight and obese adolescents, parents of overweight and obese adolescents, and the health care providers that treat adolescents with these conditions. Phase 2, our primary source of data, involved user-centered design methods including the following: (1) early stage prototype usability analysis, (2) semistructured interviews with 70 overweight or obese adolescents engaged in a healthy behavior program, and (3) semistructured interviews with 10 health care providers. Data were analyzed using constant comparison analysis to identify functionalities, design requirements, and inform the context of use of CNE-tech. Results Data revealed specific desired functionalities for the CNE-tech related to building cooking skills, populating a healthy recipe database, suggesting healthy alternatives, supporting the construction of a healthy plate, and the ability to share healthy recipes and cooking accomplishments. Moreover, the adolescents provided design requirements pertaining to the presentation (eg, vivid colors, semirealistic images, and cooking sounds), use of multimedia, and gaming. Data further revealed contextual factors, such as shared experiences with family members and enhanced continued use. Conclusions We demonstrate the potentiality of creating CNE-tech that could effectively lead to better self-care and induce sustainable behavioral change as it facilitates skill building, self-efficacy, and a pathway that enables overweight and obese adolescents to influence cooking habits in their family home and future dwellings. Our CNE-tech–proposed solution aligns with the goals of overweight and obese adolescents and also reflects existing theories about behavioral change.
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Affiliation(s)
- Cynthia LeRouge
- Health Informatics and Analytics Program, Department of Information Systems & Business Analytics, Florida International University, Miami, FL, United States
| | - Polina Durneva
- Health Informatics and Analytics Program, Department of Information Systems & Business Analytics, Florida International University, Miami, FL, United States
| | - Savitha Sangameswaran
- Department of Biomedical Informatics and Medical Education, School of Medicine, University of Washington, Seattle, WA, United States
| | - Anne-Marie Gloster
- Nutritional Sciences Program, School of Public Health, University of Washington, Seattle, WA, United States
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Akinola M, Hebert LE, Hill BJ, Quinn M, Holl JL, Whitaker AK, Gilliam ML. Development of a Mobile App on Contraceptive Options for Young African American and Latina Women. HEALTH EDUCATION & BEHAVIOR 2018; 46:89-96. [PMID: 29896969 DOI: 10.1177/1090198118775476] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Young African American and Latina women aged 15 to 24 are more likely to adopt short-acting forms of contraception over long-acting reversible contraception. Mobile applications and other forms of digital media may be useful for providing adolescents with information about sexual and reproductive health both inside and outside of the health care setting. The miPlan app was designed in accordance with principles of user experience design, and its content was informed by the theory of planned behavior and the transtheoretical model of behavior change. A university-based design team engaged young African American and Latina women to inform app development and provide input on app design, conducting multiple rounds of usability testing. Researchers then evaluated the acceptability of the miPlan app in family planning clinics among African American and Latina women aged 15 to 24. Participants rated the app highly acceptable, finding it both easy to use and highly informative. We demonstrate that mobile applications designed in conjunction with user populations may be effective at providing health information due to users' ability to identify with them and their accessibility.
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Fontil V, McDermott K, Tieu L, Rios C, Gibson E, Sweet CC, Payne M, Lyles CR. Adaptation and Feasibility Study of a Digital Health Program to Prevent Diabetes among Low-Income Patients: Results from a Partnership between a Digital Health Company and an Academic Research Team. J Diabetes Res 2016; 2016:8472391. [PMID: 27868070 PMCID: PMC5102733 DOI: 10.1155/2016/8472391] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2016] [Revised: 08/03/2016] [Accepted: 09/19/2016] [Indexed: 11/18/2022] Open
Abstract
Background. The feasibility of digital health programs to prevent and manage diabetes in low-income patients has not been adequately explored. Methods. Researchers collaborated with a digital health company to adapt a diabetes prevention program for low-income prediabetes patients at a large safety net clinic. We conducted focus groups to assess patient perspectives, revised lessons for improved readability and cultural relevance to low-income and Hispanic patients, conducted a feasibility study of the adapted program in English and Spanish speaking cohorts, and implemented real-time adaptations to the program for commercial use and for a larger trial of in multiple safety net clinics. Results. The majority of focus group participants were receptive to the program. We modified the curriculum to a 5th-grade reading level and adapted content based on patient feedback. In the feasibility study, 54% of eligible contacted patients expressed interest in enrolling (n = 23). Although some participants' computer access and literacy made registration challenging, they were highly satisfied and engaged (80% logged in at least once/week). Conclusions. Underserved prediabetic patients displayed high engagement and satisfaction with a digital diabetes prevention program despite lower digital literacy skills. The collaboration between researchers and a digital health company enabled iterative improvements in technology implementation to address challenges in low-income populations.
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Affiliation(s)
- Valy Fontil
- Division of General Internal Medicine, University of California, San Francisco (UCSF) at Zuckerberg San Francisco General Hospital and Trauma Center, P.O. Box 1364, San Francisco, CA 94143, USA
- Center for Vulnerable Populations, University of California, San Francisco (UCSF) at Zuckerberg San Francisco General Hospital and Trauma Center, P.O. Box 1364, San Francisco, CA 94143, USA
| | - Kelly McDermott
- Omada Health, 500 Sansome St., Suite 200, San Francisco, CA 94111, USA
| | - Lina Tieu
- Division of General Internal Medicine, University of California, San Francisco (UCSF) at Zuckerberg San Francisco General Hospital and Trauma Center, P.O. Box 1364, San Francisco, CA 94143, USA
- Center for Vulnerable Populations, University of California, San Francisco (UCSF) at Zuckerberg San Francisco General Hospital and Trauma Center, P.O. Box 1364, San Francisco, CA 94143, USA
| | - Christina Rios
- Division of General Internal Medicine, University of California, San Francisco (UCSF) at Zuckerberg San Francisco General Hospital and Trauma Center, P.O. Box 1364, San Francisco, CA 94143, USA
- Center for Vulnerable Populations, University of California, San Francisco (UCSF) at Zuckerberg San Francisco General Hospital and Trauma Center, P.O. Box 1364, San Francisco, CA 94143, USA
| | - Eliza Gibson
- Omada Health, 500 Sansome St., Suite 200, San Francisco, CA 94111, USA
| | | | - Mike Payne
- Omada Health, 500 Sansome St., Suite 200, San Francisco, CA 94111, USA
| | - Courtney R. Lyles
- Division of General Internal Medicine, University of California, San Francisco (UCSF) at Zuckerberg San Francisco General Hospital and Trauma Center, P.O. Box 1364, San Francisco, CA 94143, USA
- Center for Vulnerable Populations, University of California, San Francisco (UCSF) at Zuckerberg San Francisco General Hospital and Trauma Center, P.O. Box 1364, San Francisco, CA 94143, USA
- *Courtney R. Lyles:
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