Effectiveness of a Health Behavior Change Promotion Program for Patients with Type 2 Diabetes on Glycated Hemoglobin Levels in Primary Care Units
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Abstract
Background: Type 2 diabetes is a major public health issue. Current management emphasizes promoting healthy behaviors through Diabetes Self-Management Education and Support (DSMES), which has been shown to reduce glycated hemoglobin (HbA1c) levels. However, primary care units in Thoen District have not yet systematically integrated DSMES. Consequently, Thoen Hospital developed the DSMES-based health behavior change promotion program.
Objective: To evaluate the effectiveness of the health behavior change promotion program among type 2 diabetes patients on HbA1c levels, antidiabetic medication use, and antidiabetic medication costs.
Materials and Methods: A pre-experimental one-group pretest-posttest study was conducted using retrospective data from patients with type 2 diabetes who participated in the program at 19 primary care units in Thoen District, Lampang Province, from April to July 2024. Baseline and 3-month follow-up data were analyzed using paired
t-test and Wilcoxon signed-rank test.
Results: A total of 265 patients participated, of whom 196 (74.0%) were female. The mean age was 57.5 ± 8.7 years, and the median duration of diabetes was 4.1 years. After the program participation, the mean HbA1c decreased from 7.6 ± 1.6% to 7.4 ± 1.0% (p=0.016). Patients with baseline HbA1c of 8.1–9.9% and ≥10% showed significantly reductions of HbA1c (-0.9% and -2.1%, respectively, p<0.001). Most patients maintained the same antidiabetic medication regimen (85.7%), while 11.7% reduced medications and 2.6% required additional medications. Median antidiabetic medication cost decreased from 15.90 to 12.60 Thai baht/person/month (p < 0.001).
Conclusion: The health behavior change promotion program effectively reduced HbA1c, especially in patients with baseline HbA1c > 8.0%. Most participants maintained their previous dosages of antidiabetic medications, while the cost of antidiabetic drugs showed a slight decrease.
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บทความที่ส่งมาลงพิมพ์ต้องไม่เคยพิมพ์หรือกำลังได้รับการพิจารณาตีพิมพ์ในวารสารอื่น เนื้อหาในบทความต้องเป็นผลงานของผู้นิพนธ์เอง ไม่ได้ลอกเลียนหรือตัดทอนจากบทความอื่น โดยไม่ได้รับอนุญาตหรือไม่ได้อ้างอิงอย่างเหมาะสม การแก้ไขหรือให้ข้อมูลเพิ่มเติมแก่กองบรรณาธิการ จะต้องเสร็จสิ้นเป็นที่เรียบร้อยก่อนจะได้รับพิจารณาตีพิมพ์ และบทความที่ตีพิมพ์แล้วเป็นสมบัติ ของลำปางเวชสาร
References
International Diabetes Federation. IDF diabetes atlas 11th ed. Brussels: International Diabetes Federation; 2025.
Seuring T, Archangelidi O, Suhrcke M. The economic costs of type 2 diabetes: a global systematic review. Pharmacoeconomics. 2015;33(8):811-31.
วิชัย เอกพลากร, หทัยชนก พรรคเจริญ, วราภรณ์ เสถียรนพเก้า. รายงานการสำรวจสุขภาพประชาชนไทยโดยการตรวจร่างกาย ครั้งที่ 6 พ.ศ. 2562-2563. กรุงเทพฯ: คณะแพทยศาสตร์ โรงพยาบาลรามาธิบดี มหาวิทยาลัยมหิดล; 2564.
American Diabetes Association Professional Practice Committee, ElSayed NA, Aleppo G, Bannuru RR, Beverly EA, Bruemmer D, et al. 5. Facilitating positive health behaviors and well-being to improve health outcomes: Standards of Care in Diabetes—2024. Diabetes Care. 2024;47(Supplement_1):S77–110.
Kolb L. An effective model of diabetes care and education: the ADCES7 self-care behaviors™. Sci Diabetes Self Manag Care. 2021;47(1):30-53.
Chrvala CA, Sherr D, Lipman RD. Diabetes self-management education for adults with type 2 diabetes mellitus: a systematic review of the effect on glycemic control. Patient Educ Couns. 2016;99(6):926-43.
Hildebrand JA, Billimek J, Lee JA, Sorkin DH, Olshansky EF, Clancy SL, et al. Effect of diabetes self-management education on glycemic control in Latino adults with type 2 diabetes: a systematic review and meta-analysis. Patient Educ Couns. 2020;103(2):266-75.
Liang W, Lo SHS, Tola YO, Chow KM. The effectiveness of self-management programmes for people with type 2 diabetes receiving insulin injection: a systematic review and meta-analysis. Int J Clin Pract. 2021;75(11):e14636.
Tachanivate P, Phraewphiphat R, Tanasanitkul H, Jinnawaso R, Areevut C, Rattanasila R, et al. Effectiveness of diabetes self–management education in Thais with type 2 diabetes. Pacific Rim Int J Nurs Res 2019; 23(1)74-86.
Sattayasomboon Y, Jiamjarasrungsi W, Lohsoonthorn V, Lertmaharit S. Effectiveness of a self-management support program for type 2 diabetes mellitus in public health centers in Bangkok, Thailand: randomized controlled trial. J Health Res. 2014;28(4):269-76.
Wattana C, Srisuphan W, Pothiban L, Upchurch SL. Effects of a diabetes self-management program on glycemic control, coronary heart disease risk, and quality of life among Thai patients with type 2 diabetes. Nurs Health Sci. 2007;9(2):135-41.
Dumnurnsawat A, Phetkub N, Panta P, Thatayu W, Techakehakij W. Impact of health literacy intervention on health outcomes among type 2 diabetes patients: a repeated-measure study. Journal of Primary Care and Family Medicine. 2022;5(1):13-20.
Lotfi M, Lotfi F, Sedghi S, Panahi S. Cost-effectiveness of health literacy enhancement intervention on patients with type II diabetes. Med J Islam Repub Iran. 2023;37:86.
Lv G, Chinaeke E, Jiang X, Xiong X, Wu J, Yuan J, et al. Economic outcomes of diabetes self-management education among older Medicare beneficiaries with diabetes. BMC Health Serv Res. 2025;25(1):686.
Diabetes Control and Complications Trial (DCCT)/ Epidemiology of Diabetes Interventions and Complications (EDIC) Study Research Group. Intensive diabetes treatment and cardiovascular outcomes in type 1 diabetes: The DCCT/EDIC study 30-year follow-up. Diabetes Care. 2016;39(5):686-93.
Nathan DM, Genuth S, Lachin J, Cleary P, Crofford O, Davis M, et al. The effect of intensive treatment of diabetes on the development and progression of long-term complications in insulin-dependent diabetes mellitus. N Engl J Med. 1993;329(14):977-86.
Stratton IM, Adler AI, Neil HA, Matthews DR, Manley SE, Cull CA, et al. Association of glycaemia with macrovascular and microvascular complications of type 2 diabetes (UKPDS 35): prospective observational study. BMJ. 2000;321(7258):405-12.
Almutairi N, Hosseinzadeh H, Gopaldasani V. The effectiveness of patient activation intervention on type 2 diabetes mellitus glycemic control and self-management behaviors: a systematic review of RCTs. Prim Care Diabetes. 2020;14(1):12-20.
Au XY, Kola S, Mohan V. The effect of diabetes selfmanagement education on glycemic control in minority patients with diabetes mellitus. Cureus. 2021;13(8):e16888.
Deakin TA, Cade JE, Williams R, Greenwood DC. Structured patient education: the diabetes X-PERT programme makes a difference. Diabet Med. 2006;23(9):944-54.
ElSayed NA, Aleppo G, Aroda VR, Bannuru RR, Brown FM, Bruemmer D, et al. 6. Glycemic targets: standards of care in diabetes-2023. Diabetes Care. 2023;46(Suppl 1):S97-110.
Holman RR, Paul SK, Bethel MA, Matthews DR, Neil HA. 10-year follow-up of intensive glucose control in type 2 diabetes. N Engl J Med. 2008;359(15):1577-89.
UK Prospective Diabetes Study (UKPDS) Group. Intensive blood-glucose control with sulphonylureas or insulin compared with conventional treatment and risk of complications in patients with type 2 diabetes (UKPDS 33). Lancet. 1998;352(9131):837-53.
Srivorakun H, Singha K, Fucharoen G, Sanchaisuriya K, Fucharoen S. A large cohort of hemoglobin variants in Thailand: molecular epidemiological study and diagnostic consideration. PLoS One. 2014;9(9):e108365.
Weykamp C. HbA1c: a review of analytical and clinical aspects. Ann Lab Med. 2013;33(6):393-400.
Lian JX, McGhee SM, Chau J, Wong CKH, Lam CLK, Wong WCW. Systematic review on the cost-effectiveness of self-management education programme for type 2 diabetes mellitus. Diabetes Res Clin Pract. 2017;127:21-34.
Saenz C, Salinas M, Rothman RL, White RO. Personalized lifestyle modifications for improved metabolic health: the role of cultural sensitivity and health communication in type 2 diabetes management. J Am Nutr Assoc.2025;44(3):198-211.
Misra R, Adelman MM, Kirk B, Sambamoorthi U. Relationship among diabetes distress, health literacy, diabetes education, patient-provider communication and diabetes self-care. Am J Health Behav. 2022;46(5):528-40.
Zeidi IM, Morshedi H, Alizadeh Otaghvar H. A theory of planned behavior-enhanced intervention to promote health literacy and self-care behaviors of type 2 diabetic patients. J Prev Med Hyg. 2020;61(4):E601-e13.
Lean MEJ, Leslie WS, Barnes AC, Brosnahan N, Thom G, McCombie L, et al. Durability of a primary care-led weight-management intervention for remission of type 2 diabetes: 2-year results of the DiRECT open-label, cluster-randomised trial. Lancet Diabetes Endocrinol. 2019;7(5):344-55.
Taheri S, Zaghloul H, Chagoury O, Elhadad S, Ahmed SH, El Khatib N, et al. Effect of intensive lifestyle intervention on bodyweight and glycaemia in early type 2 diabetes (DIADEM-I): an open-label, parallel -group, randomised controlled trial. Lancet Diabetes Endocrinol. 2020;8(6):477-89.