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Published in: Implementation Science 1/2012

Open Access 01-12-2012 | Study protocol

Increasing efficacy of primary care-based counseling for diabetes prevention: Rationale and design of the ADAPT (Avoiding Diabetes Thru Action Plan Targeting) trial

Authors: Devin M Mann, Jenny J Lin

Published in: Implementation Science | Issue 1/2012

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Abstract

Background

Studies have shown that lifestyle behavior changes are most effective to prevent onset of diabetes in high-risk patients. Primary care providers are charged with encouraging behavior change among their patients at risk for diabetes, yet the practice environment and training in primary care often do not support effective provider counseling. The goal of this study is to develop an electronic health record-embedded tool to facilitate shared patient-provider goal setting to promote behavioral change and prevent diabetes.

Methods

The ADAPT (Avoiding Diabetes Thru Action Plan Targeting) trial leverages an innovative system that integrates evidence-based interventions for behavioral change with already-existing technology to enhance primary care providers' effectiveness to counsel about lifestyle behavior changes. Using principles of behavior change theory, the multidisciplinary design team utilized in-depth interviews and in vivo usability testing to produce a prototype diabetes prevention counseling system embedded in the electronic health record.

Results

The core element of the tool is a streamlined, shared goal-setting module within the electronic health record system. The team then conducted a series of innovative, "near-live" usability testing simulations to refine the tool and enhance workflow integration. The system also incorporates a pre-encounter survey to elicit patients' behavior-change goals to help tailor patient-provider goal setting during the clinical encounter and to encourage shared decision making. Lastly, the patients interact with a website that collects their longitudinal behavior data and allows them to visualize their progress over time and compare their progress with other study members. The finalized ADAPT system is now being piloted in a small randomized control trial of providers using the system with prediabetes patients over a six-month period.

Conclusions

The ADAPT system combines the influential powers of shared goal setting and feedback, tailoring, modeling, contracting, reminders, and social comparisons to integrate evidence-based behavior-change principles into the electronic health record to maximize provider counseling efficacy during routine primary care clinical encounters. If successful, the ADAPT system may represent an adaptable and scalable technology-enabled behavior-change tool for all primary care providers.

Trial Registration

ClinicalTrials.gov Identifier NCT01473654
Appendix
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Literature
1.
go back to reference CDC: National Diabetes Fact Sheet: national estimates and general information on diabetes and prediabetes in the United States, 2011. 2011, Services USDoHaH. Atlanta CDC: National Diabetes Fact Sheet: national estimates and general information on diabetes and prediabetes in the United States, 2011. 2011, Services USDoHaH. Atlanta
2.
go back to reference Writing Group Members, Rosamond W, Flegal K, Friday G, Furie K, Go A, Greenlund K, Haase N, Ho M, Howard V: Heart Disease and Stroke Statistics--2007 Update. A Report from the American Heart Association Statistics Committee and Stroke Statistics Subcommittee. Circulation. 2006, 106: 1799-1718. Writing Group Members, Rosamond W, Flegal K, Friday G, Furie K, Go A, Greenlund K, Haase N, Ho M, Howard V: Heart Disease and Stroke Statistics--2007 Update. A Report from the American Heart Association Statistics Committee and Stroke Statistics Subcommittee. Circulation. 2006, 106: 1799-1718.
3.
go back to reference ADA: Executive Summary: Standards of Medical Care in Diabetes 2008. Diabetes Care. 2008, 31 (Supplement_1): S5-11. ADA: Executive Summary: Standards of Medical Care in Diabetes 2008. Diabetes Care. 2008, 31 (Supplement_1): S5-11.
4.
go back to reference Diabetes Prevention Program Research Group: Reduction in the Incidence of Type 2 Diabetes with Lifestyle Intervention or Metformin. N Engl J Med. 2002, 346 (6): 393-403.CrossRefPubMedCentral Diabetes Prevention Program Research Group: Reduction in the Incidence of Type 2 Diabetes with Lifestyle Intervention or Metformin. N Engl J Med. 2002, 346 (6): 393-403.CrossRefPubMedCentral
5.
go back to reference Walsh JM, Swangard DM, Davis T, McPhee SJ: Exercise counseling by primary care physicians in the era of managed care. Am J Prev Med. 1999, 16 (4): 307-313. 10.1016/S0749-3797(99)00021-5.CrossRefPubMed Walsh JM, Swangard DM, Davis T, McPhee SJ: Exercise counseling by primary care physicians in the era of managed care. Am J Prev Med. 1999, 16 (4): 307-313. 10.1016/S0749-3797(99)00021-5.CrossRefPubMed
6.
go back to reference Eden KB, Orleans CT, Mulrow CD, Pender NJ, Teutsch SM: Does counseling by clinicians improve physical activity? A summary of the evidence for the U.S. Preventive Services Task Force. Ann Intern Med. 2002, 137 (3): 208-215.CrossRefPubMed Eden KB, Orleans CT, Mulrow CD, Pender NJ, Teutsch SM: Does counseling by clinicians improve physical activity? A summary of the evidence for the U.S. Preventive Services Task Force. Ann Intern Med. 2002, 137 (3): 208-215.CrossRefPubMed
7.
go back to reference Pignone MP, Ammerman A, Fernandez L, Orleans CT, Pender N, Woolf S, Lohr KN, Sutton S: Counseling to promote a healthy diet in adults: a summary of the evidence for the U.S. Preventive Services Task Force. Am J Prev Med. 2003, 24 (1): 75-92. 10.1016/S0749-3797(02)00580-9.CrossRefPubMed Pignone MP, Ammerman A, Fernandez L, Orleans CT, Pender N, Woolf S, Lohr KN, Sutton S: Counseling to promote a healthy diet in adults: a summary of the evidence for the U.S. Preventive Services Task Force. Am J Prev Med. 2003, 24 (1): 75-92. 10.1016/S0749-3797(02)00580-9.CrossRefPubMed
8.
go back to reference Ammerman AS, Lindquist CH, Lohr KN, Hersey J: The Efficacy of Behavioral Interventions to Modify Dietary Fat and Fruit and Vegetable Intake: A Review of the Evidence. Preventive Medicine. 2002, 35 (1): 25-41. 10.1006/pmed.2002.1028.CrossRefPubMed Ammerman AS, Lindquist CH, Lohr KN, Hersey J: The Efficacy of Behavioral Interventions to Modify Dietary Fat and Fruit and Vegetable Intake: A Review of the Evidence. Preventive Medicine. 2002, 35 (1): 25-41. 10.1006/pmed.2002.1028.CrossRefPubMed
9.
go back to reference Spink KS, Reeder B, Chad K, Wilson K, Nickel D: Examining physician counselling to promote the adoption of physical activity. Can J Public Health. 2008, 99 (1): 26-30.PubMed Spink KS, Reeder B, Chad K, Wilson K, Nickel D: Examining physician counselling to promote the adoption of physical activity. Can J Public Health. 2008, 99 (1): 26-30.PubMed
10.
go back to reference Eakin EG, Lawler SP, Vandelanotte C, Owen N: Telephone interventions for physical activity and dietary behavior change: a systematic review. Am J Prev Med. 2007, 32 (5): 419-434. 10.1016/j.amepre.2007.01.004.CrossRefPubMed Eakin EG, Lawler SP, Vandelanotte C, Owen N: Telephone interventions for physical activity and dietary behavior change: a systematic review. Am J Prev Med. 2007, 32 (5): 419-434. 10.1016/j.amepre.2007.01.004.CrossRefPubMed
11.
go back to reference Christian JG, Bessesen DH, Byers TE, Christian KK, Goldstein MG, Bock BC: Clinic-Based Support to Help Overweight Patients With Type 2 Diabetes Increase Physical Activity and Lose Weight. Arch Intern Med. 2008, 168 (2): 141-146. 10.1001/archinternmed.2007.13.CrossRefPubMed Christian JG, Bessesen DH, Byers TE, Christian KK, Goldstein MG, Bock BC: Clinic-Based Support to Help Overweight Patients With Type 2 Diabetes Increase Physical Activity and Lose Weight. Arch Intern Med. 2008, 168 (2): 141-146. 10.1001/archinternmed.2007.13.CrossRefPubMed
12.
go back to reference Haire-Joshu D, Klein S: Is Primary Care Practice Equipped to Deal With Obesity?: Comment on "Preventing Weight Gain by Lifestyle Intervention in a General Practice Setting". Arch Intern Med. 2011, 171 (4): 313-315. 10.1001/archinternmed.2011.3.CrossRefPubMedPubMedCentral Haire-Joshu D, Klein S: Is Primary Care Practice Equipped to Deal With Obesity?: Comment on "Preventing Weight Gain by Lifestyle Intervention in a General Practice Setting". Arch Intern Med. 2011, 171 (4): 313-315. 10.1001/archinternmed.2011.3.CrossRefPubMedPubMedCentral
13.
go back to reference Kushner RF: Tackling Obesity: Is Primary Care Up to the Challenge?. Arch Intern Med. 2010, 170 (2): 121-123. 10.1001/archinternmed.2009.479.CrossRefPubMed Kushner RF: Tackling Obesity: Is Primary Care Up to the Challenge?. Arch Intern Med. 2010, 170 (2): 121-123. 10.1001/archinternmed.2009.479.CrossRefPubMed
14.
go back to reference Eakin E, Smith B, Bauman A: Evaluating the population health impact of physical activity interventions in primary care - Are we asking the right questions?. J Physical Activity Health. 2005, 2: 197-215. Eakin E, Smith B, Bauman A: Evaluating the population health impact of physical activity interventions in primary care - Are we asking the right questions?. J Physical Activity Health. 2005, 2: 197-215.
15.
go back to reference Glasgow RE, Eakin EG, Fisher EB, Bacak SJ, Brownson RC: Physician advice and support for physical activity: results from a national survey. Am J Prev Med. 2001, 21 (3): 189-196. 10.1016/S0749-3797(01)00350-6.CrossRefPubMed Glasgow RE, Eakin EG, Fisher EB, Bacak SJ, Brownson RC: Physician advice and support for physical activity: results from a national survey. Am J Prev Med. 2001, 21 (3): 189-196. 10.1016/S0749-3797(01)00350-6.CrossRefPubMed
16.
go back to reference Prochaska JO, Velicer WF: The transtheoretical model of health behavior change. Am J Health Promo. 1997, 12: 38-48. 10.4278/0890-1171-12.1.38.CrossRef Prochaska JO, Velicer WF: The transtheoretical model of health behavior change. Am J Health Promo. 1997, 12: 38-48. 10.4278/0890-1171-12.1.38.CrossRef
17.
go back to reference Health Behavior and Health Education. Edited by: Glanz K, Rimer B, Viswanath K. 2008, San Francisco: Jossey-Bass, 4 Health Behavior and Health Education. Edited by: Glanz K, Rimer B, Viswanath K. 2008, San Francisco: Jossey-Bass, 4
18.
go back to reference Leventhal H, Brissette I, Leventhal E: The common sense models of self-regulation of health and illness. 2003, London: Taylor & Francis Books, Ltd Leventhal H, Brissette I, Leventhal E: The common sense models of self-regulation of health and illness. 2003, London: Taylor & Francis Books, Ltd
19.
go back to reference Petty R, Cacioppo J: The elaboration likelihood model of persuasion. Adv Exp Soc Psych. 1986, 19 (124-192): Petty R, Cacioppo J: The elaboration likelihood model of persuasion. Adv Exp Soc Psych. 1986, 19 (124-192):
20.
go back to reference Cialdini RB, Goldstein NJ: Social influence: compliance and conformity. Annu Rev Psychol. 2004, 55: 591-621. 10.1146/annurev.psych.55.090902.142015.CrossRefPubMed Cialdini RB, Goldstein NJ: Social influence: compliance and conformity. Annu Rev Psychol. 2004, 55: 591-621. 10.1146/annurev.psych.55.090902.142015.CrossRefPubMed
21.
go back to reference Montori VM, Gafni A, Charles C: A shared treatment decision-making approach between patients with chronic conditions and their clinicians: the case of diabetes. Health Expect. 2006, 9 (1): 25-36. 10.1111/j.1369-7625.2006.00359.x.CrossRefPubMed Montori VM, Gafni A, Charles C: A shared treatment decision-making approach between patients with chronic conditions and their clinicians: the case of diabetes. Health Expect. 2006, 9 (1): 25-36. 10.1111/j.1369-7625.2006.00359.x.CrossRefPubMed
22.
go back to reference Bodenheimer T, Handley MA: Goal-setting for behavior change in primary care: An exploration and status report. Patient education and counseling. 2009, 76 (2): 174-180. 10.1016/j.pec.2009.06.001.CrossRefPubMed Bodenheimer T, Handley MA: Goal-setting for behavior change in primary care: An exploration and status report. Patient education and counseling. 2009, 76 (2): 174-180. 10.1016/j.pec.2009.06.001.CrossRefPubMed
23.
go back to reference Locke E, Latham G: A theory of goal setting and task performance. 1990, Englewood Cliffs, NJ: Prentice Hall Locke E, Latham G: A theory of goal setting and task performance. 1990, Englewood Cliffs, NJ: Prentice Hall
24.
go back to reference Cialdini RB: 2006, Influence: The Psychology of Persuasion: HarperCollins Cialdini RB: 2006, Influence: The Psychology of Persuasion: HarperCollins
25.
go back to reference Webb TL, Sheeran P: Mechanisms of implementation intention effects: the role of goal intentions, self-efficacy, and accessibility of plan components. Br J Soc Psychol. 2008, 47 (Pt 3): 373-395.CrossRefPubMed Webb TL, Sheeran P: Mechanisms of implementation intention effects: the role of goal intentions, self-efficacy, and accessibility of plan components. Br J Soc Psychol. 2008, 47 (Pt 3): 373-395.CrossRefPubMed
26.
go back to reference Gollwitzer PM, Sheeran P: Implementation intentions and goal achievement: A meta-analysis of effects and processes. Advances in Experimental Social Psychology. 2006, San Diego, CA: Elsevier Academic Press, 38: 69-119. Gollwitzer PM, Sheeran P: Implementation intentions and goal achievement: A meta-analysis of effects and processes. Advances in Experimental Social Psychology. 2006, San Diego, CA: Elsevier Academic Press, 38: 69-119.
27.
go back to reference Mann DM, Kannry JL, Edonyabo D, Li AC, Arciniega J, Stulman J, Romero L, Wisnivesky J, Adler R, McGinn TG: Rationale, design, and implementation protocol of an electronic health record integrated clinical prediction rule (iCPR) randomized trial in primary care. Implement Sci. 2011, 6 (1): 109-10.1186/1748-5908-6-109.CrossRefPubMedPubMedCentral Mann DM, Kannry JL, Edonyabo D, Li AC, Arciniega J, Stulman J, Romero L, Wisnivesky J, Adler R, McGinn TG: Rationale, design, and implementation protocol of an electronic health record integrated clinical prediction rule (iCPR) randomized trial in primary care. Implement Sci. 2011, 6 (1): 109-10.1186/1748-5908-6-109.CrossRefPubMedPubMedCentral
28.
go back to reference Mann D: Making Clinical Decision Support More Supportive. Medical Care. 2011, 39 (2): 115-116.CrossRef Mann D: Making Clinical Decision Support More Supportive. Medical Care. 2011, 39 (2): 115-116.CrossRef
29.
go back to reference Bates DW, Kuperman GJ, Wang S, Gandhi T, Kittler A, Volk L, Spurr C, Khorasani R, Tanasijevic M, Middleton B: Ten commandments for effective clinical decision support: making the practice of evidence-based medicine a reality. J Am Med Inform Assoc. 2003, 10 (6): 523-530. 10.1197/jamia.M1370.CrossRefPubMedPubMedCentral Bates DW, Kuperman GJ, Wang S, Gandhi T, Kittler A, Volk L, Spurr C, Khorasani R, Tanasijevic M, Middleton B: Ten commandments for effective clinical decision support: making the practice of evidence-based medicine a reality. J Am Med Inform Assoc. 2003, 10 (6): 523-530. 10.1197/jamia.M1370.CrossRefPubMedPubMedCentral
30.
go back to reference Kushniruk AW, Borycki EM: Low-cost rapid usability engineering: designing and customizing usable healthcare information systems. Healthc Q. 2006, 9 (4): 98-100. 102PubMed Kushniruk AW, Borycki EM: Low-cost rapid usability engineering: designing and customizing usable healthcare information systems. Healthc Q. 2006, 9 (4): 98-100. 102PubMed
31.
go back to reference Ware JE, Sherbourne CD: The MOS 36-item short-form health survey (SF-36). I. Conceptual framework and item selection. Med Care. 1992, 30 (6): 473-483. 10.1097/00005650-199206000-00002.CrossRefPubMed Ware JE, Sherbourne CD: The MOS 36-item short-form health survey (SF-36). I. Conceptual framework and item selection. Med Care. 1992, 30 (6): 473-483. 10.1097/00005650-199206000-00002.CrossRefPubMed
32.
go back to reference Kinsinger LS, Jones KR, Kahwati L, Harvey R, Burdick M, Zele V, Yevich SJ: Design and dissemination of the MOVE! Weight-Management Program for Veterans. Prev Chronic Dis. 2009, 6 (3): A98-PubMedPubMedCentral Kinsinger LS, Jones KR, Kahwati L, Harvey R, Burdick M, Zele V, Yevich SJ: Design and dissemination of the MOVE! Weight-Management Program for Veterans. Prev Chronic Dis. 2009, 6 (3): A98-PubMedPubMedCentral
33.
go back to reference Gans KM, Ross E, Barner CW, Wylie-Rosett J, McMurray J, Eaton C: REAP and WAVE: New Tools to Rapidly Assess/Discuss Nutrition with Patients. J Nutr. 2003, 133 (2): 556S-562.PubMed Gans KM, Ross E, Barner CW, Wylie-Rosett J, McMurray J, Eaton C: REAP and WAVE: New Tools to Rapidly Assess/Discuss Nutrition with Patients. J Nutr. 2003, 133 (2): 556S-562.PubMed
34.
go back to reference Mann DM, Ponieman D, Leventhal H, Halm EA: Predictors of adherence to diabetes medications: the role of disease and medication beliefs. J Behav Med. 2009, 32 (3): 278-284. 10.1007/s10865-009-9202-y.CrossRefPubMed Mann DM, Ponieman D, Leventhal H, Halm EA: Predictors of adherence to diabetes medications: the role of disease and medication beliefs. J Behav Med. 2009, 32 (3): 278-284. 10.1007/s10865-009-9202-y.CrossRefPubMed
35.
go back to reference Kroenke K, Spitzer RL, Williams JBW: The PHQ-9. Validity of a Brief Depression Severity Measure. J Gen Intern Med. 2001, 16 (9): 606-613. 10.1046/j.1525-1497.2001.016009606.x.CrossRefPubMedPubMedCentral Kroenke K, Spitzer RL, Williams JBW: The PHQ-9. Validity of a Brief Depression Severity Measure. J Gen Intern Med. 2001, 16 (9): 606-613. 10.1046/j.1525-1497.2001.016009606.x.CrossRefPubMedPubMedCentral
36.
go back to reference Kroenke K, Spitzer RL, Williams JBW, Monahan PO, Lowe B: Anxiety Disorders in Primary Care: Prevalence, Impairment, Comorbidity, and Detection. Ann Intern Med. 2007, 146 (5): 317-325.CrossRefPubMed Kroenke K, Spitzer RL, Williams JBW, Monahan PO, Lowe B: Anxiety Disorders in Primary Care: Prevalence, Impairment, Comorbidity, and Detection. Ann Intern Med. 2007, 146 (5): 317-325.CrossRefPubMed
37.
go back to reference Gregg EW, Kriska AM, Narayan KM, Knowler WC: Relationship of locus of control to physical activity among people with and without diabetes. Diabetes Care. 1996, 19 (10): 1118-1121. 10.2337/diacare.19.10.1118.CrossRefPubMed Gregg EW, Kriska AM, Narayan KM, Knowler WC: Relationship of locus of control to physical activity among people with and without diabetes. Diabetes Care. 1996, 19 (10): 1118-1121. 10.2337/diacare.19.10.1118.CrossRefPubMed
38.
go back to reference Linder JA, Schnipper JL, Tsurikova R, Yu T, Volk LA, Melnikas AJ, Palchuk MB, Olsha-Yehiav M, Middleton B: Documentation-based clinical decision support to improve antibiotic prescribing for acute respiratory infections in primary care: a cluster randomised controlled trial. Inform Prim Care. 2009, 17 (4): 231-240.PubMed Linder JA, Schnipper JL, Tsurikova R, Yu T, Volk LA, Melnikas AJ, Palchuk MB, Olsha-Yehiav M, Middleton B: Documentation-based clinical decision support to improve antibiotic prescribing for acute respiratory infections in primary care: a cluster randomised controlled trial. Inform Prim Care. 2009, 17 (4): 231-240.PubMed
39.
go back to reference Craig CL, Tudor-Locke C, Bauman A: Twelve-month effects of Canada on the Move: a population-wide campaign to promote pedometer use and walking. 2007, 22: 406-413. Craig CL, Tudor-Locke C, Bauman A: Twelve-month effects of Canada on the Move: a population-wide campaign to promote pedometer use and walking. 2007, 22: 406-413.
40.
go back to reference Hill JO, Wyatt HR, Reed GW, Peters JC: Obesity and the Environment: Where Do We Go from Here?. Science. 2003, 299 (5608): 853-855. 10.1126/science.1079857.CrossRefPubMed Hill JO, Wyatt HR, Reed GW, Peters JC: Obesity and the Environment: Where Do We Go from Here?. Science. 2003, 299 (5608): 853-855. 10.1126/science.1079857.CrossRefPubMed
Metadata
Title
Increasing efficacy of primary care-based counseling for diabetes prevention: Rationale and design of the ADAPT (Avoiding Diabetes Thru Action Plan Targeting) trial
Authors
Devin M Mann
Jenny J Lin
Publication date
01-12-2012
Publisher
BioMed Central
Published in
Implementation Science / Issue 1/2012
Electronic ISSN: 1748-5908
DOI
https://doi.org/10.1186/1748-5908-7-6

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