Structured scaffolding for reflection and problem solving in diabetes self-management: Qualitative study of mobile diabetes detective

Journal of the American Medical Informatics Association

Volumn 23, Issue 1, 2016, Pages 129-136

  Mamykina, Lena ^a   Heitkemper, Elizabeth M ^a   Smaldone, Arlene M ^a   Kukafka, Rita ^a   Cole Lewis, Heather ^a   Davidson, Patricia G ^b   Mynatt, Elizabeth D ^c   Tobin, Jonathan N ^d,e   Cassells, Andrea ^f   Goodman, Carrie ^f   Hripcsak, George ^a  

^a Columbia University ^*  (United States)

^b WEST CHESTER UNIVERSITY   (United States)

^c GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

^d ROCKEFELLER UNIVERSITY   (United States)

^e MONTEFIORE MEDICAL CENTER   (United States)

^f Clinical Directors Network   (United States)

Author keywords

Chronic disease; Diabetes; Intervention; Qualitative study; Self care

Indexed keywords

GLUCOSE; GLUCOSE BLOOD LEVEL;

ADULT; ARTICLE; BEHAVIOR CHANGE; CLINICAL ARTICLE; CONTROLLED STUDY; FEMALE; GENERAL MEDICAL DEVICE; GLUCOSE BLOOD LEVEL; GLYCEMIC CONTROL; HUMAN; LIFESTYLE MODIFICATION; MALE; MOBILE APPLICATION; MOBILE DIABETES DETECTIVE; MOTIVATION; NON INSULIN DEPENDENT DIABETES MELLITUS; PATIENT ATTITUDE; PROBLEM SOLVING; QUALITATIVE RESEARCH; RANDOMIZED CONTROLLED TRIAL; SELF CARE; ANALYSIS; DIABETES MELLITUS, TYPE 2; ETHNOLOGY; HEALTH CENTER; INTERVIEW; MIDDLE AGED; MINORITY GROUP; RANDOMIZED CONTROLLED TRIAL (TOPIC); TELEMEDICINE;

ADULT; BLOOD GLUCOSE; COMMUNITY HEALTH CENTERS; DIABETES MELLITUS, TYPE 2; FEMALE; GOALS; HUMANS; INTERVIEWS AS TOPIC; MALE; MIDDLE AGED; MINORITY GROUPS; MOBILE APPLICATIONS; PROBLEM SOLVING; QUALITATIVE RESEARCH; RANDOMIZED CONTROLLED TRIALS AS TOPIC; SELF CARE; TELEMEDICINE;

EID: 84959551115     PISSN: 10675027     EISSN: 1527974X     Source Type: Journal    
DOI: 10.1093/jamia/ocv169     Document Type: Article

References (36)

1. American Diabetes Association. Statistics About Diabetes. (American Diabetes Association, 2014). at http://www.diabetes.org/diabetes-basics/statistics/. Accessed January 3, 2015.
2. Bodenheimer T, Lorig K, Holman H, Grumbach K. Patient self-management of chronic disease in primary care. JAMA. 2002;288:2469-2475.
3. AADE7TM-American Association of Diabetes Educators. http://www.diabeteseducator.org/ProfessionalResources/AADE7. Accessed January 3, 2015.
4. Hill-Briggs F. Problem solving in diabetes self-management: a model of chronic illness self-management behavior. Ann Behav Med. 2003;25:182-193.
5. Paterson B, Thorne S. Expert decision making in relation to unanticipated blood glucose levels. Res Nurs Health. 2000;23:147-157.
6. Bonnet C, Gagnayre R, D' Ivernois JF. Learning difficulties of diabetic patients: a survey of educators. Patient Educ Couns. 1998;35:139-147.
7. Cook S, Aikens JE, Berry CA, MoNabb WL. Development of the diabetes problem-solving measure for adolescents. Diabetes Educator. 2001;27(6):865-874.
8. Glasgow RE, et al. Diabetes-specific social learning variables and self-care behaviors among persons with type II diabetes. Health Psychol. 1989;8:285-303.
9. Toobert DJ, Glasgow RE. Problem solving and diabetes self-care. J Behav Med. 1991;14:71-86.
10. Costa B, Fitzgerald K, Jones K, Dunning AMT. Effectiveness of IT-based diabetes management interventions: a review of the literature. BMC Family Practice. 2009;10:72.
11. Glasgow RE, et al. Self-Management aspects of the improving chronic illness care breakthrough series: Implementation with diabetes and heart failure teams. Ann Behav Med. 2002;24:80-87.
12. Whitlock EP, Orleans CT, Pender N, Allan J. Evaluating primary care behavioral counseling interventions: an evidence-based approach. Am J Prev Med. 2002;22:267-284.
13. Lorig KR, Sobel DS, Ritter PL, Laurent D, Hobbs M. Effect of a selfmanagement program on patients with chronic disease. EffClin Pract. 2001;4:256-262.
14. Glasgow RE, Toobert DJ, Barrera M, Strycker LA. Assessment of problemsolving: a key to successful diabetes self-management. J Behav Med. 2004;27:477-490.
15. Baumer EPS. Reflective informatics: conceptual dimensions for designing technologies of reflection. In Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems. Seoul, Korea. ACM; 2015:585-594.
16. Smith BK, Frost J, Albayrak M, Sudhakar R. Integrating glucometers and digital photography as experience capture tools to enhance patient understanding and communication of diabetes self-management practices. Personal Ubiquitous Comput. 2007;11:273-286.
17. MacLeod H, Tang A, Carpendale S. Personal informatics in chronic illness management. In Proceedings of Graphics Interface 2013. Canadian Information Processing Society; 2013:149-156.
18. Lorig K, Ritter PL, Laurent DD, et al. Online diabetes self-management program: a randomized study. Diabetes Care. 2010;33:1275-1281.
19. Glasgow RE, Nutting PA, King DK, et al. Randomized effectiveness trial of a computer-assisted intervention to improve diabetes care. Diabetes Care. 2005;28:33-39.
20. Quinn CC, Clough SS, Minor JM, et al. WellDoc mobile diabetes management randomized controlled trial: change in clinical and behavioral outcomes and patient and physician satisfaction. Diabetes Technol Ther. 2008;10:160-168.
21. Li I, Dey A, Forlizzi J. A stage-based model of personal informatics systems. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. ACM; 2010:557-566.
22. Lin JJ, Mamykina L, Lindtner S, et al. Fish'n'Steps: encouraging physical activity with an interactive computer game. In: Proceedings of the 8th international conference on Ubiquitous Computing (UbiComp'06) (Eds.). Springer-Verlag, Berlin, Heidelberg, 4206; 2006:261-278.
23. Consolvo S, McDonald D.W, Toscos T, et al. Activity sensing in the wild: a field trial of Ubifit garden. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems 1797-1806. Florence, Italy: ACM; 2008.
24. Anderson I, et al. Shakra: tracking and sharing daily activity levels with unaugmented mobile phones. Mob Netw Appl. 2007;12:185-199.
25. Brackenridge B, Swenson K. Discovering diabetes: achieving target blood glucose control through a behavioural approach to insulin and food selfmanagement. Brit J Diab Vasc Dis. 2004;4:117-120.
26. Cole-Lewis H, Smaldone AM, Davidson PR, et al. Participatory approach to the development of a knowledge base for problem-solving in diabetes self-management. Int J Med Inform. DOI: http://dx.doi.org/10.1016/j.ijmedinf.2015.08.003.
27. Clinical Directors Network. http://www. CDNetwork.org.
28. Sardell A. Clinical networks and clinician retention: the case of CDN. J Community Health. 1996;21:437-451.
29. Bond GE, et al. The effects of a web-based intervention on the physical outcomes associated with diabetes among adults age 60 and older: a randomized trial. Diabetes Technol Ther. 2007;9:52-59.
30. Cho J-H, et al. Long-term effect of the Internet-based glucose monitoring system on HbA1c reduction and glucose stability: a 30-month follow-up study for diabetes management with a ubiquitous medical care system. Diabetes Care. 2006;29:2625-2631.
31. Landau Z, et al. The effectiveness of Internet-based blood glucose monitoring system on improving diabetes control in adolescents with type 1 diabetes. Pediatr Diabetes. 2012;13:203-207.
32. Mollon B, et al. Automated telephone reminder messages can assist electronic diabetes care. J Telemed Telecare. 2008;14:32-36.
33. Gerber BS, et al. Implementation and evaluation of a low-literacy diabetes education computer multimedia application. Diabetes Care. 2005;28:1574-1580.
34. Glasgow RE, et al. Twelve-month outcomes of an Internet-based diabetes self-management support program. Patient Educ Couns. 2012;87:81-92.
35. Kim S-I, Kim H-S. Effectiveness of mobile and internet intervention in patients with obese type 2 diabetes. Int J Med Inform. 2008;77:399-404.
36. Mamykina L, Smaldone A, Bakken S. Adopting the sensemaking perspective for chronic disease self-management. J Biomed Inform 2015;56: 406-417.