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Published in: Acta Diabetologica 3/2013

01-06-2013 | Original Article

Targeting educational therapy for type 2 diabetes: identification of predictors of therapeutic success

Authors: Letizia da Vico, Matteo Monami, Barbara Biffi, Caterina Lamanna, Chiara Martelli, Niccolò Marchionni, Edoardo Mannucci

Published in: Acta Diabetologica | Issue 3/2013

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Abstract

Patient education is a key component of diabetes care. Limits in resources often prevent the participation of many patients with type 2 diabetes to structured education programs. The identification of predictors of response to group education could help in selecting those patients in whom the intervention is more cost-effective. A structured interactive group program was proposed to a consecutive series of 150 type 2 diabetes patients, who were then followed prospectively in 24 months, with measurements of HbA1c, BMI, quality of life, eating habits. For comparison, another consecutive series of 113 patients who had received no intervention was also observed for 12 months. A significant reduction in HbA1c was observed in the intervention group at 12 and 24 months (from 7.5 ± 1.4 to 6.9 ± 1.2 and 6.6 ± 1.1% at 12 and 24 months, respectively, both P < 0.01), with no variation in BMI and quality of life. A sustained reduction in total energy, protein, and fat intake was observed after education. The proportion of success (HbA1c < 7% and/or HbA1c reduction from baseline > 1%) in the intervention group was 60.7% (vs. 38.1% in controls) and 63.3% at 12 and 24 months, respectively. In the intervention group, patients with success at 12 months showed lower baseline HbA1c, BMI, duration of diabetes, protein, and cholesterol intake. Patients with a lower duration of diabetes appear to have a greater response to structured group education, whereas age is not a predictor of response. Therefore, educational intervention should be planned in the earlier phases of the disease.
Literature
1.
go back to reference American Diabetes Association (2011) Standard of medical care in diabetes-2011. Diabetes Care 34(Suppl 1):S11–S61CrossRef American Diabetes Association (2011) Standard of medical care in diabetes-2011. Diabetes Care 34(Suppl 1):S11–S61CrossRef
2.
go back to reference Clinical Guidelines Task Force (2005) Global guideline for type 2 diabetes. International Diabetes Federation Clinical Guidelines Task Force (2005) Global guideline for type 2 diabetes. International Diabetes Federation
3.
go back to reference Wooley SC, Garner DM (1994) Dietary treatments for obesity are ineffective. BMJ 309(6955):655–656PubMedCrossRef Wooley SC, Garner DM (1994) Dietary treatments for obesity are ineffective. BMJ 309(6955):655–656PubMedCrossRef
4.
go back to reference Ridgeway NA, Harvill DR, Harvill LM, Falin TM, Forester GM, Gose OD (1999) Improved control of type 2 diabetes mellitus: a practical education/behavior modification program in a primary care clinic. South Med J 92(7):667–672PubMedCrossRef Ridgeway NA, Harvill DR, Harvill LM, Falin TM, Forester GM, Gose OD (1999) Improved control of type 2 diabetes mellitus: a practical education/behavior modification program in a primary care clinic. South Med J 92(7):667–672PubMedCrossRef
5.
go back to reference Deakin TA, Cade JE, Williams R, Greenwood DC (2006) Structured patient education: the diabetes X-PERT Programme makes a difference. Diabet Med 23(9):944–954PubMedCrossRef Deakin TA, Cade JE, Williams R, Greenwood DC (2006) Structured patient education: the diabetes X-PERT Programme makes a difference. Diabet Med 23(9):944–954PubMedCrossRef
6.
go back to reference Heller SR, Clarke P, Daly H, Davis I, McCulloch DK et al (1988) Group education for obese patients with type 2 diabetes: greater success at less cost. Diabet Med 5(6):552–556PubMedCrossRef Heller SR, Clarke P, Daly H, Davis I, McCulloch DK et al (1988) Group education for obese patients with type 2 diabetes: greater success at less cost. Diabet Med 5(6):552–556PubMedCrossRef
7.
go back to reference Kim CJ, Hwang AR, Yoo JS (2004) The impact of a stage-matched intervention to promote exercise behavior in participants with type 2 diabetes. Int J Nurs Stud 41(8):833–841PubMedCrossRef Kim CJ, Hwang AR, Yoo JS (2004) The impact of a stage-matched intervention to promote exercise behavior in participants with type 2 diabetes. Int J Nurs Stud 41(8):833–841PubMedCrossRef
8.
go back to reference Smith DE, Heckemeyer CM, Kratt PP, Mason DA (1997) Motivational interviewing to improve adherence to a behavioral weight-control program for older obese women with NIDDM. A pilot study. Diabetes Care 20(1):52–54PubMedCrossRef Smith DE, Heckemeyer CM, Kratt PP, Mason DA (1997) Motivational interviewing to improve adherence to a behavioral weight-control program for older obese women with NIDDM. A pilot study. Diabetes Care 20(1):52–54PubMedCrossRef
9.
go back to reference Di Loreto C, Fanelli C, Lucidi P, Murdolo G, De Cicco A et al (2003) Validation of a counseling strategy to promote the adoption and the maintenance of physical activity by type 2 diabetic subjects. Diabetes Care 26(2):404–408PubMedCrossRef Di Loreto C, Fanelli C, Lucidi P, Murdolo G, De Cicco A et al (2003) Validation of a counseling strategy to promote the adoption and the maintenance of physical activity by type 2 diabetic subjects. Diabetes Care 26(2):404–408PubMedCrossRef
10.
go back to reference Trento M, Passera P, Borgo E, Tomalino M, Bajardi M et al (2004) A 5-year randomized controlled study of learning, problem solving ability, and quality of life modifications in people with type 2 diabetes managed by group care. Diabetes Care 27(3):670–675PubMedCrossRef Trento M, Passera P, Borgo E, Tomalino M, Bajardi M et al (2004) A 5-year randomized controlled study of learning, problem solving ability, and quality of life modifications in people with type 2 diabetes managed by group care. Diabetes Care 27(3):670–675PubMedCrossRef
11.
go back to reference Alberti-Fidanza A, Paolacci CA, Chiuchiu MP, Coli R, Fruttini D et al (1994) Dietary studies on two rural Italian population groups of the Seven Countries Study. 1. Food and nutrient intake at the thirty-first year follow-up in 1991. Eur J Clin Nutr 48(2):85–91PubMed Alberti-Fidanza A, Paolacci CA, Chiuchiu MP, Coli R, Fruttini D et al (1994) Dietary studies on two rural Italian population groups of the Seven Countries Study. 1. Food and nutrient intake at the thirty-first year follow-up in 1991. Eur J Clin Nutr 48(2):85–91PubMed
12.
go back to reference Salvini S, Parpinel M, Gnagnarella P, Maisonneuve P, Turrini A (1998) Banca dati composizione degli alimenti per studi epidemiologici in Italia. Istituto Europeo di Oncologia Salvini S, Parpinel M, Gnagnarella P, Maisonneuve P, Turrini A (1998) Banca dati composizione degli alimenti per studi epidemiologici in Italia. Istituto Europeo di Oncologia
13.
go back to reference Jenkinson C, Coulter A, Wright L (1993) Short form 36 (SF36) health survey questionnaire: normative data for adults of working age. BMJ 306(6890):1437–1440PubMedCrossRef Jenkinson C, Coulter A, Wright L (1993) Short form 36 (SF36) health survey questionnaire: normative data for adults of working age. BMJ 306(6890):1437–1440PubMedCrossRef
14.
go back to reference Apolone G, Mosconi P (1998) The Italian SF-36 Health Survey: translation, validation and norming. J Clin Epidemiol 51(11):1025–1036PubMedCrossRef Apolone G, Mosconi P (1998) The Italian SF-36 Health Survey: translation, validation and norming. J Clin Epidemiol 51(11):1025–1036PubMedCrossRef
15.
go back to reference Marchesini G, Cuzzolaro M, Mannucci E, Dalle Grave R, Gennaro M et al (2004) QUOVADIS Study Group. Weight cycling in treatment-seeking obese persons: data from the QUOVADIS study. Int J Obes Relat Metab Disord 28(11):1456–1462 Marchesini G, Cuzzolaro M, Mannucci E, Dalle Grave R, Gennaro M et al (2004) QUOVADIS Study Group. Weight cycling in treatment-seeking obese persons: data from the QUOVADIS study. Int J Obes Relat Metab Disord 28(11):1456–1462
16.
go back to reference Type 2 Diabetes: National Clinical Guideline for Management in Primary and Secondary Care (Update) (2008) National Collaborating Centre for Chronic Conditions (UK). London: Royal College of Physicians, UK Type 2 Diabetes: National Clinical Guideline for Management in Primary and Secondary Care (Update) (2008) National Collaborating Centre for Chronic Conditions (UK). London: Royal College of Physicians, UK
17.
go back to reference Mühlhauser I, Jörgens V, Berger M, Graninger W, Gürtler W, Hornke L, Kunz A, Schernthaner G, Scholz V, Voss HE (1983) Bicentric evaluation of a teaching and treatment programme for type 1 (insulin-dependent) diabetic patients: improvement of metabolic control and other measures of diabetes care for up to 22 months. Diabetologia 25(6):470–476PubMedCrossRef Mühlhauser I, Jörgens V, Berger M, Graninger W, Gürtler W, Hornke L, Kunz A, Schernthaner G, Scholz V, Voss HE (1983) Bicentric evaluation of a teaching and treatment programme for type 1 (insulin-dependent) diabetic patients: improvement of metabolic control and other measures of diabetes care for up to 22 months. Diabetologia 25(6):470–476PubMedCrossRef
18.
go back to reference Renders CM, Valk GD, Griffin SJ, Wagner EH, Van Eijk JT, Assendelft WJ (2001) Interventions to improve the management of diabetes in primary care, outpatient, and community settings: a systematic review. Diabetes Care 24(10):1821–1833PubMedCrossRef Renders CM, Valk GD, Griffin SJ, Wagner EH, Van Eijk JT, Assendelft WJ (2001) Interventions to improve the management of diabetes in primary care, outpatient, and community settings: a systematic review. Diabetes Care 24(10):1821–1833PubMedCrossRef
19.
go back to reference Margareta EK, Westborg CJ, Eliasson MC (2006) A randomized trial of lifestyle intervention in primary healthcare for the modification of cardiovascular risk factors. Scand J Public Health 34(5):453–461CrossRef Margareta EK, Westborg CJ, Eliasson MC (2006) A randomized trial of lifestyle intervention in primary healthcare for the modification of cardiovascular risk factors. Scand J Public Health 34(5):453–461CrossRef
20.
go back to reference Pickering T, Clemow L, Davidson K, Gerin W (2003) Behavioral cardiology—has its time finally arrived? Mt Sinai J Med 70(2):101–112PubMed Pickering T, Clemow L, Davidson K, Gerin W (2003) Behavioral cardiology—has its time finally arrived? Mt Sinai J Med 70(2):101–112PubMed
21.
go back to reference UK Prospective Diabetes Study (UKPDS) Group (1998) Effect of intensive blood-glucose control with metformin on complications in overweight patients with type 2 diabetes (UKPDS 34). Lancet 352(9131):854–865 UK Prospective Diabetes Study (UKPDS) Group (1998) Effect of intensive blood-glucose control with metformin on complications in overweight patients with type 2 diabetes (UKPDS 34). Lancet 352(9131):854–865
22.
go back to reference Norris SL, Lau J, Smith SJ, Schmid CH, Engelgau MM (2002) Self-management education for adults with type 2 diabetes: a meta-analysis of the effect on glycemic control. Diabetes Care 25(7):1159–1171PubMedCrossRef Norris SL, Lau J, Smith SJ, Schmid CH, Engelgau MM (2002) Self-management education for adults with type 2 diabetes: a meta-analysis of the effect on glycemic control. Diabetes Care 25(7):1159–1171PubMedCrossRef
23.
go back to reference Knowler Wc, Barrett-Connor E, Fowler SE, Hamman RF, Lachin JM et al (2002) Diabetes prevention program research group. Reduction in the incidence of type 2 diabetes with lifestyle intervention or metformin. N Engl J Med 346(6):393–403CrossRef Knowler Wc, Barrett-Connor E, Fowler SE, Hamman RF, Lachin JM et al (2002) Diabetes prevention program research group. Reduction in the incidence of type 2 diabetes with lifestyle intervention or metformin. N Engl J Med 346(6):393–403CrossRef
24.
go back to reference Diabetes Prevention Program Research Group, Crandall J, Schade D, Ma Y, Fujimoto WY, Barrett-Connor E et al (2006) The influence of age on the effects of lifestyle modification and metformin in prevention of diabetes. J Gerontol A Biol Sci Med Sci 61(10):1075–1081 Diabetes Prevention Program Research Group, Crandall J, Schade D, Ma Y, Fujimoto WY, Barrett-Connor E et al (2006) The influence of age on the effects of lifestyle modification and metformin in prevention of diabetes. J Gerontol A Biol Sci Med Sci 61(10):1075–1081
25.
go back to reference Reaven GM (2009) HOMA-beta in the UKPDS and ADOPT. Is the natural history of type 2 diabetes characterised by a progressive and inexorable loss of insulin secretory function? Maybe? Maybe not? Diab Vasc Dis Res 6(2):133–138 (Review) Reaven GM (2009) HOMA-beta in the UKPDS and ADOPT. Is the natural history of type 2 diabetes characterised by a progressive and inexorable loss of insulin secretory function? Maybe? Maybe not? Diab Vasc Dis Res 6(2):133–138 (Review)
26.
go back to reference Nouwen A, Ford T, Balan AT, Twisk J, Ruggiero L, White D (2011) Longitudinal motivational predictors of dietary self-care and diabetes control in adults with newly diagnosed type 2 diabetes mellitus. Health Psychol 30(6):771–779 Nouwen A, Ford T, Balan AT, Twisk J, Ruggiero L, White D (2011) Longitudinal motivational predictors of dietary self-care and diabetes control in adults with newly diagnosed type 2 diabetes mellitus. Health Psychol 30(6):771–779
Metadata
Title
Targeting educational therapy for type 2 diabetes: identification of predictors of therapeutic success
Authors
Letizia da Vico
Matteo Monami
Barbara Biffi
Caterina Lamanna
Chiara Martelli
Niccolò Marchionni
Edoardo Mannucci
Publication date
01-06-2013
Publisher
Springer Milan
Published in
Acta Diabetologica / Issue 3/2013
Print ISSN: 0940-5429
Electronic ISSN: 1432-5233
DOI
https://doi.org/10.1007/s00592-012-0377-2

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