1
|
Shen Y, Zheng J, Lin L, Hu L, Lu Z, Gao C. Diabetes apps cannot "stand alone": A qualitative study of facilitators and barriers to the continued use of diabetes apps among type 2 diabetes. Health Informatics J 2025; 31:14604582251317914. [PMID: 39932764 DOI: 10.1177/14604582251317914] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/13/2025]
Abstract
Background: Diabetes apps have the potential to improve self-management among people with type 2 diabetes mellitus (T2DM) and thereby prevent complications. However, premature disengagement of diabetes apps hinders this potential. Objective: This study aimed to identify facilitators of and barriers to the continued use of apps among T2DM patients and to formulate recommendations to enhance patients' adherence to diabetes apps. Design: Qualitative study that followed the Consolidated Criteria for Reporting. Qualitative Research (COREQ) guidelines. Methods: Semi-structured interviews were conducted among 15 T2DM patients who continued real-world use of a diabetes app over 1 month. Data were analyzed using conventional content analysis. Results: The results showed that patients were triggered to continue app use by internally directed facilitators (health concerns, need for knowledge, self-conscious emotions) and externally directed facilitators (change in medication, reminders from health professionals). However, app use declined among all participants due to user-specific barriers (increased knowledge and experience, therapeutic inertia, diabetes stigma) and app-specific barriers. Notably, different app-specific barriers were identified in different self-managers: for novice self-managers, the app provided inconsistent information; for competent self-managers, the app provided invalid information and service; and for expert self-managers, the app was no longer being intelligent and new. Conclusions: The success of diabetes app continuance cannot be achieved by diabetes apps alone; rather, diabetes patients, health professionals, medical organizations, regulators, and integration technologies need to be gathered. Consistent, relevant, and current information, timely and continual service, psychological support should be guaranteed.
Collapse
Affiliation(s)
- Yucong Shen
- School of Nursing, Wenzhou Medical University, Wenzhou, China
| | - Jingyun Zheng
- School of Nursing, Wenzhou Medical University, Wenzhou, China
| | - Lingling Lin
- The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Liyuan Hu
- Department of Gynecology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Zhongqiu Lu
- Department of Emergency, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Chenchen Gao
- School of Nursing, Wenzhou Medical University, Wenzhou, China
| |
Collapse
|
2
|
Hudson SM, Modjtahedi BS, Altman D, Jimenez JJ, Luong TQ, Fong DS. Factors Affecting Compliance with Diabetic Retinopathy Screening: A Qualitative Study Comparing English and Spanish Speakers. Clin Ophthalmol 2022; 16:1009-1018. [PMID: 35400992 PMCID: PMC8992739 DOI: 10.2147/opth.s342965] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Accepted: 12/20/2021] [Indexed: 11/23/2022] Open
Affiliation(s)
- Sharon M Hudson
- Keck School of Medicine of USC/Children’s Hospital Los Angeles, Los Angeles, CA, USA
- Department of Research and Evaluation, Southern California Permanente Medical Group, Pasadena, CA, USA
| | - Bobeck S Modjtahedi
- Department of Research and Evaluation, Southern California Permanente Medical Group, Pasadena, CA, USA
- Eye Monitoring Center, Kaiser Permanente Southern California, Baldwin Park, CA, USA
- Department of Clinical Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, USA
- Correspondence: Bobeck S Modjtahedi, Eye Monitoring Center, Kaiser Permanente Baldwin Park Medical Center, 1011 Baldwin Park Blvd, Baldwin Park, CA, 91706, USA, Email
| | - Danielle Altman
- Department of Research and Evaluation, Southern California Permanente Medical Group, Pasadena, CA, USA
| | - Jennifer J Jimenez
- Department of Research and Evaluation, Southern California Permanente Medical Group, Pasadena, CA, USA
| | - Tiffany Q Luong
- Department of Research and Evaluation, Southern California Permanente Medical Group, Pasadena, CA, USA
| | - Donald S Fong
- Department of Research and Evaluation, Southern California Permanente Medical Group, Pasadena, CA, USA
- Eye Monitoring Center, Kaiser Permanente Southern California, Baldwin Park, CA, USA
| |
Collapse
|
3
|
Bo A, Jensen NH, Bro F, Nicolaisen SK, Maindal HT. Higher patient assessed quality of chronic care is associated with lower diabetes distress among adults with early-onset type 2 diabetes: Cross-sectional survey results from the Danish DD2-study. Prim Care Diabetes 2020; 14:522-528. [PMID: 32169500 DOI: 10.1016/j.pcd.2020.02.003] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2019] [Revised: 12/11/2019] [Accepted: 02/18/2020] [Indexed: 01/09/2023]
Abstract
AIM Among adults aged 20-45 years with type 2 diabetes mellitus, we examined the perceived quality of chronic care, and its associations with (i) sociodemographic and clinical characteristics, and (ii) diabetes distress. METHODS In total, 216/460 (47%) completed a self-administered survey assessing sociodemographic characteristics, patient assessed chronic illness care (PACIC-20, scale of 1-5) and diabetes distress (PAID-20, scale of 0-100), and 197 had full quality of care data for assessment. We obtained clinical data from national registers and used linear and logistic regression models to examine associations. RESULTS The mean (SD) PACIC score was 2.6 (0.9) (score range 1-5). Lower PACIC scores were associated with female sex and current unemployment, and with receiving diabetes care in general practice compared with hospital outpatient clinics [mean difference: -0.4 (95% confidence interval (CI) (-0.7 to -0.2)]. People with upper quartile PACIC scores were less likely to report high diabetes distress compared with people with lower quartile PACIC scores [odds Ratio 0.3 95%CI (0.1-0.8)]. CONCLUSION Higher quality of care was associated with lower diabetes distress among adults with early onset type 2 diabetes mellitus, but respondents reported less than optimal quality in several core areas of chronic care.
Collapse
Affiliation(s)
- Anne Bo
- Aarhus University, Department of Public Health, Bartholins allé 2, 8000, Aarhus C, Denmark.
| | - Nanna Husted Jensen
- Aarhus University, Department of Public Health, Bartholins allé 2, 8000, Aarhus C, Denmark
| | - Flemming Bro
- Aarhus University, Department of Public Health, Bartholins allé 2, 8000, Aarhus C, Denmark
| | - Sia Kromann Nicolaisen
- Department of Clinical Epidemiology, Aarhus University Hospital, Olof Palmes Allé 43-45, 8200, Aarhus N, Denmark.
| | - Helle Terkildsen Maindal
- Aarhus University, Department of Public Health, Bartholins allé 2, 8000, Aarhus C, Denmark; Steno Diabetes Centre Copenhagen, Health Promotion, Niels Steensens Vej 2, 2820, Gentofte, Denmark.
| |
Collapse
|
4
|
Riordan F, Racine E, Phillip ET, Bradley C, Lorencatto F, Murphy M, Murphy A, Browne J, Smith SM, Kearney PM, McHugh SM. Development of an intervention to facilitate implementation and uptake of diabetic retinopathy screening. Implement Sci 2020; 15:34. [PMID: 32429983 PMCID: PMC7236930 DOI: 10.1186/s13012-020-00982-4] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2019] [Accepted: 03/12/2020] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND 'Implementation interventions' refer to methods used to enhance the adoption and implementation of clinical interventions such as diabetic retinopathy screening (DRS). DRS is effective, yet uptake is often suboptimal. Despite most routine management taking place in primary care and the central role of health care professionals (HCP) in referring to DRS, few interventions have been developed for primary care. We aimed to develop a multifaceted intervention targeting both professionals and patients to improve DRS uptake as an example of a systematic development process combining theory, stakeholder involvement, and evidence. METHODS First, we identified target behaviours through an audit in primary care of screening attendance. Second, we interviewed patients (n = 47) and HCP (n = 30), to identify determinants of uptake using the Theoretical Domains Framework, mapping these to behaviour change techniques (BCTs) to develop intervention content. Thirdly, we conducted semi-structured consensus groups with stakeholders, specifically users of the intervention, i.e. patients (n = 15) and HCPs (n = 16), regarding the feasibility, acceptability, and local relevance of selected BCTs and potential delivery modes. We consulted representatives from the national DRS programme to check intervention 'fit' with existing processes. We applied the APEASE criteria (affordability, practicability, effectiveness, acceptability, side effects, and equity) to select the final intervention components, drawing on findings from the previous steps, and a rapid evidence review of operationalised BCT effectiveness. RESULTS We identified potentially modifiable target behaviours at the patient (consent, attendance) and professional (registration) level. Patient barriers to consent/attendance included confusion between screening and routine eye checks, and fear of a negative result. Enablers included a recommendation from friends/family or professionals and recognising screening importance. Professional barriers to registration included the time to register patients and a lack of readily available information on uptake in their local area/practice. Most operationalised BCTs were acceptable to patients and HCPs while the response to feasibility varied. After considering APEASE, the core intervention, incorporating a range of BCTs, involved audit/feedback, electronic prompts targeting professionals, HCP-endorsed reminders (face-to-face, by phone and letter), and an information leaflet for patients. CONCLUSIONS Using the example of an intervention to improve DRS uptake, this study illustrates an approach to integrate theory with user involvement. This process highlighted tensions between theory-informed and stakeholder suggestions, and the need to apply the Theoretical Domains Framework (TDF)/BCT structure flexibly. The final intervention draws on the trusted professional-patient relationship, leveraging existing services to enhance implementation of the DRS programme. Intervention feasibility in primary care will be evaluated in a randomised cluster pilot trial.
Collapse
Affiliation(s)
- Fiona Riordan
- School of Public Health, University College Cork, Western Gateway Building, Western Rd, Cork, Ireland.
| | - Emmy Racine
- School of Public Health, University College Cork, Western Gateway Building, Western Rd, Cork, Ireland
| | - Eunice T Phillip
- School of Public Health, University College Cork, Western Gateway Building, Western Rd, Cork, Ireland
| | - Colin Bradley
- Department of General Practice, University College Cork, Cork, Ireland
| | | | - Mark Murphy
- Department of General Practice, Royal College of Surgeons of Ireland, Dublin, Ireland
| | - Aileen Murphy
- Department of Economics, Cork University Business School, University College Cork, Cork, Ireland
| | - John Browne
- School of Public Health, University College Cork, Western Gateway Building, Western Rd, Cork, Ireland
| | - Susan M Smith
- Department of General Practice, Royal College of Surgeons of Ireland, Dublin, Ireland
| | - Patricia M Kearney
- School of Public Health, University College Cork, Western Gateway Building, Western Rd, Cork, Ireland
| | - Sheena M McHugh
- School of Public Health, University College Cork, Western Gateway Building, Western Rd, Cork, Ireland
| |
Collapse
|
5
|
Lake AJ, Hateley-Browne JL, Rees G, Speight J. Effect of a tailored leaflet to promote diabetic retinopathy screening among young adults with type 2 diabetes: a randomised controlled trial. BMC Ophthalmol 2020; 20:80. [PMID: 32122322 PMCID: PMC7053154 DOI: 10.1186/s12886-020-1311-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Accepted: 01/08/2020] [Indexed: 01/14/2023] Open
Abstract
Background Young adults with type 2 diabetes (aged 18–39 years) are at risk of early onset and rapid progression of diabetic retinopathy, the leading cause of blindness and vision loss in working age adults. Early detection via retinal screening can prevent most vision loss, yet screening rates are consistently lower among this priority population than the general diabetes population. We aimed to test the effect of a tailored, evidence-based brief health behaviour change intervention (leaflet) on self-reported screening uptake, and previously identified social cognitive determinants of retinal screening. Methods A pragmatic, two-arm randomised controlled trial was conducted from September 2014 to April 2015. Participants were stratified by prior screening uptake (Yes/No) and randomly allocated to intervention (leaflet) or ‘usual care’ control (no leaflet). Primary outcome was self-reported screening uptake four weeks post-intervention for ‘No’ participants who had not previously screened for diabetic retinopathy. Secondary outcome variables were changes in knowledge, attitudes, normative beliefs, intention and behavioural skills for all participants, irrespective of prior screening behaviour. To assess intervention effects on secondary outcome variables, we conducted independent samples t-tests (two-tailed) on pre-post change scores. Results 129 young adults (26% no prior retinal screen) completed baseline; 101 completed post-intervention. Power to determine effect on the primary outcome was curtailed by low recruitment of individuals with no prior retinal screen and loss to follow-up. Attrition was associated significantly with country of birth, language spoken at home, and marital status. Significant intervention effect was observed for one secondary outcome variable: knowledge of diabetic retinopathy (p = .03) with moderate effect (partial eta squared η2 = .05); no adverse effects were reported. Control group participants received the leaflet at study completion. Conclusions This study confirms that a well-designed eye health and retinal screening promotion leaflet can increase knowledge of diabetic retinopathy, an important screening predictor. The study highlights the challenges of conducting ‘real-world’ health behaviour change research with this priority population, providing insights for clinicians and researchers. Strategies to recruit, engage and retain hard-to-reach populations are discussed including nonconventional alternatives to randomised controlled trial designs. Trial registration: ACTRN12614001110673, UTN No.: U1111–1161-9803. Registered 20 October 2014 - retrospectively registered https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=367127.
Collapse
Affiliation(s)
- Amelia J Lake
- School of Psychology, Deakin University, Geelong, VIC, 3220, Australia. .,The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, 3000, Australia.
| | - Jessica L Hateley-Browne
- School of Psychology, Deakin University, Geelong, VIC, 3220, Australia.,The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, 3000, Australia
| | - Gwyneth Rees
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, Melbourne, 3002, Australia.,Ophthalmology, Department of Surgery, University of Melbourne, Melbourne, 3010, Australia
| | - Jane Speight
- School of Psychology, Deakin University, Geelong, VIC, 3220, Australia.,The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, 3000, Australia.,AHP Research, Hornchurch, UK
| |
Collapse
|