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Published in: Journal of General Internal Medicine 12/2010

01-12-2010 | Original Research

Outcomes of Minimal and Moderate Support Versions of an Internet-Based Diabetes Self-Management Support Program

Authors: Russell E. Glasgow, PhD, Deanna Kurz, BA, CCRP, Diane King, PhD, Jennifer M. Dickman, MSW, Andrew J. Faber, BA, Eve Halterman, MBA, Tim Wooley, BS, Deborah J. Toobert, PhD, Lisa A. Strycker, MA, Paul A. Estabrooks, PhD, Diego Osuna, MD, Debra Ritzwoller, PhD

Published in: Journal of General Internal Medicine | Issue 12/2010

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Abstract

OBJECTIVE

Internet and other interactive technology-based programs offer great potential for practical, effective, and cost-efficient diabetes self-management (DSM) programs capable of reaching large numbers of patients. This study evaluated minimal and moderate support versions of an Internet-based diabetes self-management program, compared to an enhanced usual care condition.

RESEARCH DESIGN AND METHODS

A three-arm practical randomized trial was conducted to evaluate minimal contact and moderate contact versions of an Internet-based diabetes self-management program, offered in English and Spanish, compared to enhanced usual care. A heterogeneous sample of 463 type 2 patients was randomized and 82.5% completed a 4-month follow-up. Primary outcomes were behavior changes in healthy eating, physical activity, and medication taking. Secondary outcomes included hemoglobin A1c, body mass index, lipids, and blood pressure.

RESULTS

The Internet-based intervention produced significantly greater improvements than the enhanced usual care condition on three of four behavioral outcomes (effect sizes [d] for healthy eating = 0.32; fat intake = 0.28; physical activity= 0.19) in both intent-to-treat and complete-cases analyses. These changes did not translate into differential improvements in biological outcomes during the 4-month study period. Added contact did not further enhance outcomes beyond the minimal contact intervention.

CONCLUSIONS

The Internet intervention meets several of the RE-AIM criteria for potential public health impact, including reaching a large number of persons, and being practical, feasible, and engaging for participants, but with mixed effectiveness in improving outcomes, and consistent results across different subgroups. Additional research is needed to evaluate longer-term outcomes, enhance effectiveness and cost-effectiveness, and understand the linkages between intervention processes and outcomes.
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Literature
1.
go back to reference Fisher EB, Brownson CA, O'Toole ML, et al. Ecological approaches to self-management: The case of diabetes. Am J Public Health. 2005;95:1523–35.CrossRefPubMed Fisher EB, Brownson CA, O'Toole ML, et al. Ecological approaches to self-management: The case of diabetes. Am J Public Health. 2005;95:1523–35.CrossRefPubMed
2.
go back to reference Sallis JF, Owen N, Fisher EB. Ecological models of health behavior. In: Glanz K, Rimer BK, Viswanath K, eds. Health behavior and health education. San Francisco: Jossey-Bass; 2008:465–86. Sallis JF, Owen N, Fisher EB. Ecological models of health behavior. In: Glanz K, Rimer BK, Viswanath K, eds. Health behavior and health education. San Francisco: Jossey-Bass; 2008:465–86.
4.
go back to reference Deakin T, McShane CE, Cade JE et al. Group based training for self-management strategies in people with type 2 diabetes mellitus. Cochrane Database Syst Rev. 2005;April 18:CD003417. Deakin T, McShane CE, Cade JE et al. Group based training for self-management strategies in people with type 2 diabetes mellitus. Cochrane Database Syst Rev. 2005;April 18:CD003417.
5.
go back to reference Lavizzo-Mourey R, Jung M. Fighting unequal treatment: The Robert Wood Johnson Foundation and a quality-improvement approach to disparities. Circulation. 2005;111:1208–9.CrossRefPubMed Lavizzo-Mourey R, Jung M. Fighting unequal treatment: The Robert Wood Johnson Foundation and a quality-improvement approach to disparities. Circulation. 2005;111:1208–9.CrossRefPubMed
6.
go back to reference Glasgow RE, Bull SS, Piette JD, et al. Interactive behavior change technology: A partial solution to the competing demands of primary care. Am J Prev Med. 2004;27(25):80–7.CrossRefPubMed Glasgow RE, Bull SS, Piette JD, et al. Interactive behavior change technology: A partial solution to the competing demands of primary care. Am J Prev Med. 2004;27(25):80–7.CrossRefPubMed
8.
go back to reference Bull SS, McKay HG, Gaglio B, et al. Harnessing the potential of the Internet to promote diabetes self-management: How well are we doing? Chronic Illn. 2005;1(2):143–55.PubMed Bull SS, McKay HG, Gaglio B, et al. Harnessing the potential of the Internet to promote diabetes self-management: How well are we doing? Chronic Illn. 2005;1(2):143–55.PubMed
9.
go back to reference Tate DF, Jackvony EH, Wing RR. Effects of Internet behavioral counseling on weight loss in adults at risk for type 2 diabetes: A randomized trial. JAMA. 2003;289(14):1833-1836; PMID 12684363. Tate DF, Jackvony EH, Wing RR. Effects of Internet behavioral counseling on weight loss in adults at risk for type 2 diabetes: A randomized trial. JAMA. 2003;289(14):1833-1836; PMID 12684363.
10.
go back to reference Strecher V. Internet methods for delivering behavioral and health-related interventions (eHealth). Annu Rev Clin Psychol. 2007;3:53–76.CrossRefPubMed Strecher V. Internet methods for delivering behavioral and health-related interventions (eHealth). Annu Rev Clin Psychol. 2007;3:53–76.CrossRefPubMed
11.
go back to reference Goldstein MG, Whitlock EP, DePue J. Multiple health risk behavior interventions in primary care: Summary of research evidence. Am J Prev Med. 2004;27(2 Suppl):61-79; PMID 15275675. Goldstein MG, Whitlock EP, DePue J. Multiple health risk behavior interventions in primary care: Summary of research evidence. Am J Prev Med. 2004;27(2 Suppl):61-79; PMID 15275675.
12.
go back to reference Prochaska JJ, Spring B, Nigg CR. Multiple health behavior change research: An introduction and overview. Prev Med. 2008;46:181–8.CrossRefPubMed Prochaska JJ, Spring B, Nigg CR. Multiple health behavior change research: An introduction and overview. Prev Med. 2008;46:181–8.CrossRefPubMed
13.
go back to reference Peña-Purcell N. Hispanics' use of Internet health information: An exploratory study. J Med Libr Assoc. 2008;96:101–7.CrossRefPubMed Peña-Purcell N. Hispanics' use of Internet health information: An exploratory study. J Med Libr Assoc. 2008;96:101–7.CrossRefPubMed
14.
go back to reference Latino Issues Forum. Latinos, computers and the Internet: How congress and the current administration's framing of the Digital Divide has negatively impacted policy initiatives established to lose the significant technology gap the remains. 2004. Berkeley, Ca. Latino Issues Forum. Latinos, computers and the Internet: How congress and the current administration's framing of the Digital Divide has negatively impacted policy initiatives established to lose the significant technology gap the remains. 2004. Berkeley, Ca.
15.
go back to reference Leeman-Castillo B, Beaty B, Raghunath S, et al. LUCHAR: using computer technology to battle heart disease among Latinos. Am J Public Health. 2010;100(2):272–5.CrossRefPubMed Leeman-Castillo B, Beaty B, Raghunath S, et al. LUCHAR: using computer technology to battle heart disease among Latinos. Am J Public Health. 2010;100(2):272–5.CrossRefPubMed
16.
go back to reference Norris SL, Engelgau MM, Narayan KM. Effectiveness of self-management training in type 2 diabetes: Systematic review of randomized controlled trials. Diabetes Care. 2001;24(3):561–87.CrossRefPubMed Norris SL, Engelgau MM, Narayan KM. Effectiveness of self-management training in type 2 diabetes: Systematic review of randomized controlled trials. Diabetes Care. 2001;24(3):561–87.CrossRefPubMed
17.
go back to reference Glasgow RE, Edwards LL, Whitesides H et al. Reach and effectiveness of DVD and in-person diabetes self-management education. Chronic Illness. 2009;5:243-249; PMID 19933245. Glasgow RE, Edwards LL, Whitesides H et al. Reach and effectiveness of DVD and in-person diabetes self-management education. Chronic Illness. 2009;5:243-249; PMID 19933245.
18.
go back to reference Thoolen B, de Ridder D, Bensing J et al. Who participates in diabetes self-management interventions? Issues of recruitment and retention. Diabetes Educ. 2007;May/Jun;33:465-474; PMID 17570877. Thoolen B, de Ridder D, Bensing J et al. Who participates in diabetes self-management interventions? Issues of recruitment and retention. Diabetes Educ. 2007;May/Jun;33:465-474; PMID 17570877.
19.
go back to reference Glasgow RE, Linnan LA. Evaluation of theory-based interventions. In: Glanz K, Rimer BK, Viswanath K, eds. Health Behavior and Health Education: Theory, Research, and Practice. San Francisco, CA: Jossey-Bass; 2008:487–508. Glasgow RE, Linnan LA. Evaluation of theory-based interventions. In: Glanz K, Rimer BK, Viswanath K, eds. Health Behavior and Health Education: Theory, Research, and Practice. San Francisco, CA: Jossey-Bass; 2008:487–508.
20.
go back to reference Welch G, Shayne R. Interactive behavioral technologies and diabetes self-management support: Recent research findings from clinical trials. Curr Diab Rep. 2006;6:130-136; PMID 16542624. Welch G, Shayne R. Interactive behavioral technologies and diabetes self-management support: Recent research findings from clinical trials. Curr Diab Rep. 2006;6:130-136; PMID 16542624.
21.
go back to reference Boren SA, Gunlock TL, Krishna S. et al. Computer-aided diabetes education: A synthesis of randomized controlled trials. AMIA Symposium Proceedings; 2006. Boren SA, Gunlock TL, Krishna S. et al. Computer-aided diabetes education: A synthesis of randomized controlled trials. AMIA Symposium Proceedings; 2006.
22.
go back to reference Eysenbach G. The law of attrition. J Med Internet Res. 2005;7(1):e11; PMID 15829473. Eysenbach G. The law of attrition. J Med Internet Res. 2005;7(1):e11; PMID 15829473.
23.
go back to reference Tunis SR, Stryer DB, Clancey CM. Practical clinical trials: Increasing the value of clinical research for decision making in clinical and health policy. JAMA. 2003;290:1624-1632; PMID 14506122. Tunis SR, Stryer DB, Clancey CM. Practical clinical trials: Increasing the value of clinical research for decision making in clinical and health policy. JAMA. 2003;290:1624-1632; PMID 14506122.
24.
go back to reference Thorpe KE, Zwarenstein M, Oxman AD, et al. A pragmatic-explanatory continuum indicator summary (PRECIS): a tool to help trial designers. CMAJ. 2009;180(10):E47–57.PubMed Thorpe KE, Zwarenstein M, Oxman AD, et al. A pragmatic-explanatory continuum indicator summary (PRECIS): a tool to help trial designers. CMAJ. 2009;180(10):E47–57.PubMed
25.
go back to reference Glasgow RE, Strycker LA, Kurz D et al. Recruitment for an Internet-based diabetes self-management program: Scientific and ethical implications. Ann Behav Med. 2010;Apr 22 (epub ahead of print). PMID: 20411443. Glasgow RE, Strycker LA, Kurz D et al. Recruitment for an Internet-based diabetes self-management program: Scientific and ethical implications. Ann Behav Med. 2010;Apr 22 (epub ahead of print). PMID: 20411443.
26.
go back to reference Glasgow RE, Nutting PA, King DK et al. A practical randomized trial to improve diabetes care. J Gen Intern Med. 2004;19(12):1167-1174; PMID 15610326. Glasgow RE, Nutting PA, King DK et al. A practical randomized trial to improve diabetes care. J Gen Intern Med. 2004;19(12):1167-1174; PMID 15610326.
27.
go back to reference Glasgow RE, Christiansen S, Kurz D, et al. Engagement in a diabetes self-management website: Usage patterns and generalizability of program use. J Internet Med Res . 2010. In Press Glasgow RE, Christiansen S, Kurz D, et al. Engagement in a diabetes self-management website: Usage patterns and generalizability of program use. J Internet Med Res . 2010. In Press
28.
go back to reference Nezu AM. Problem-solving and behavior therapy revisited. Behav Ther. 2004;35:1–33.CrossRef Nezu AM. Problem-solving and behavior therapy revisited. Behav Ther. 2004;35:1–33.CrossRef
29.
go back to reference Lorig K, Holman H, Sobel Det al. Living a healthy life with chronic conditions. Palo Alto, CA: Bull Publishing; 2000. Lorig K, Holman H, Sobel Det al. Living a healthy life with chronic conditions. Palo Alto, CA: Bull Publishing; 2000.
30.
go back to reference Bandura A. Self-efficacy: The exercise of control. New York: W.H. Freeman; 1997. Bandura A. Self-efficacy: The exercise of control. New York: W.H. Freeman; 1997.
31.
go back to reference Chew LD, Bradley KA, Boyko EJ. Brief questions to identify patients with inadequate health literacy. Fam Med. 2004;36(8):588–94.PubMed Chew LD, Bradley KA, Boyko EJ. Brief questions to identify patients with inadequate health literacy. Fam Med. 2004;36(8):588–94.PubMed
32.
go back to reference Ammerman A. Starting the conversation-diet. Instrument developed by University of North Carolina in conjunction with NC Prevention Partners, and Heart Disease and Stroke Prevention Branch, NC DHHS. 2004. Personal Communication Ammerman A. Starting the conversation-diet. Instrument developed by University of North Carolina in conjunction with NC Prevention Partners, and Heart Disease and Stroke Prevention Branch, NC DHHS. 2004. Personal Communication
33.
go back to reference Fernald DH, Froshang DB, Dickinson LM et al. Common measures, better outcomes (COMBO): A field test of brief health behavior measures in primary care. Amer J Prev Med. 2008;35(5S):S414-422. Fernald DH, Froshang DB, Dickinson LM et al. Common measures, better outcomes (COMBO): A field test of brief health behavior measures in primary care. Amer J Prev Med. 2008;35(5S):S414-422.
34.
go back to reference Thompson FE, Kipnis V, Subar AF, et al. Performance of a short instrument to estimate usual dietary intake of percent calories from fat. Euro J Clin Nutr. 1998;52:S63. Thompson FE, Kipnis V, Subar AF, et al. Performance of a short instrument to estimate usual dietary intake of percent calories from fat. Euro J Clin Nutr. 1998;52:S63.
35.
go back to reference Stewart AL, Mills KM, King AC et al. CHAMPS physical activity questionnaire for older adults: Outcomes for interventions. Med Sci Sports Exerc. 2001;33(7):1126-1141; PMID 11445760. Stewart AL, Mills KM, King AC et al. CHAMPS physical activity questionnaire for older adults: Outcomes for interventions. Med Sci Sports Exerc. 2001;33(7):1126-1141; PMID 11445760.
36.
go back to reference Krousel-Wood M, Munter P, Jannu A et al. Reliability of a medication adherence measure in an outpatient setting. Am J Med Sci. 2005;330:182-133; PMID 16174996. Krousel-Wood M, Munter P, Jannu A et al. Reliability of a medication adherence measure in an outpatient setting. Am J Med Sci. 2005;330:182-133; PMID 16174996.
37.
go back to reference Schafer JL. Multivariate normal multiple imputation algorithms. Pennsylvania State University, Department of Statistics University Park. 1994. Schafer JL. Multivariate normal multiple imputation algorithms. Pennsylvania State University, Department of Statistics University Park. 1994.
38.
go back to reference Abrams DB, Orleans CT, Niaura RS, et al. Integrating individual and public health perspectives for treatment of tobacco dependence under managed health care: A combined stepped care and matching model. Ann Behav Med. 1996;18(14):290–304.CrossRefPubMed Abrams DB, Orleans CT, Niaura RS, et al. Integrating individual and public health perspectives for treatment of tobacco dependence under managed health care: A combined stepped care and matching model. Ann Behav Med. 1996;18(14):290–304.CrossRefPubMed
39.
go back to reference Glasgow RE, Nelson CC, Strycker LA et al. Using RE-AIM metrics to evaluate diabetes self-management support interventions. Am J Prev Med. 2006;30(1):67-73; PMID 16414426. Glasgow RE, Nelson CC, Strycker LA et al. Using RE-AIM metrics to evaluate diabetes self-management support interventions. Am J Prev Med. 2006;30(1):67-73; PMID 16414426.
40.
go back to reference Weingarten SR, Henning JM, Badamgarav E, et al. Interventions used in disease management programmes for patients with chronic illness-which ones work? Meta-analysis of published reports. BMJ. 2002;325(7370):925.CrossRefPubMed Weingarten SR, Henning JM, Badamgarav E, et al. Interventions used in disease management programmes for patients with chronic illness-which ones work? Meta-analysis of published reports. BMJ. 2002;325(7370):925.CrossRefPubMed
41.
go back to reference Bond GE, Burr R, Wolf FM, 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(1):52–9.CrossRefPubMed Bond GE, Burr R, Wolf FM, 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(1):52–9.CrossRefPubMed
42.
go back to reference Kim CJ, Kang DH. Utility of a Web-based intervention for individuals with type 2 diabetes: the impact on physical activity levels and glycemic control. Comput Inform Nurs. 2006;24(6):337–45.CrossRefPubMed Kim CJ, Kang DH. Utility of a Web-based intervention for individuals with type 2 diabetes: the impact on physical activity levels and glycemic control. Comput Inform Nurs. 2006;24(6):337–45.CrossRefPubMed
Metadata
Title
Outcomes of Minimal and Moderate Support Versions of an Internet-Based Diabetes Self-Management Support Program
Authors
Russell E. Glasgow, PhD
Deanna Kurz, BA, CCRP
Diane King, PhD
Jennifer M. Dickman, MSW
Andrew J. Faber, BA
Eve Halterman, MBA
Tim Wooley, BS
Deborah J. Toobert, PhD
Lisa A. Strycker, MA
Paul A. Estabrooks, PhD
Diego Osuna, MD
Debra Ritzwoller, PhD
Publication date
01-12-2010
Publisher
Springer-Verlag
Published in
Journal of General Internal Medicine / Issue 12/2010
Print ISSN: 0884-8734
Electronic ISSN: 1525-1497
DOI
https://doi.org/10.1007/s11606-010-1480-0

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