Factors associated with hypoglycemia in patients with type 2 diabetes treated with insulin at Wiang Pa Pao hospital: A 5-year review

Main Article Content

Nunticha Nuntawad
Ardharn Karnjanaungkool
Ruangnipon Porruan

Abstract

BACKGROUND: Hypoglycemia in diabetic patients can be severe and even life-threatening. It is a significant cause of fear among patients using diabetes medications, leading to poor glycemic control and subsequent complications.


OBJECTIVE: To identify risk factors for hypoglycemia requiring hospitalization in type 2 diabetic patients treated with insulin injections at Wiang Pa Pao hospital.


METHODS: This is a retrospective case control study conducted over five years. Data were analyzed using t-test and chi-square test, and multiple logistic regression analysis was used to identify associated factors with backward elimination for variable selection.


RESULTS: From 2019 to 2023, 248 patients were hospitalized due to drug induce hypoglycemia.
The factors reducing the risk of hypoglycemia include, female (AOR 0.508, 95% CI 0.36-0.84, p=0.005), education level of high school or above (AOR 0.246, 95% CI 1.12-0.49, p<0.001), BMI greater than 18.5 kg/m² (AOR 0.334, 95% CI 0.90-20.38, p=0.001), hyperlipidemia (AOR 0.435, 95% CI = 0.27-0.69, p<0.001) and renal complications (AOR 0.143, 95% CI = 0.03-0.52, p=0.004). The factors increasing the risk of hypoglycemia include, hypertension (AOR 2.37, 95% CI 1.38-4.06, p=0.002), cerebrovascular complications (AOR 2.329, 95% CI 1.03-5.24, p=0.041), Aspart (NovoMix) INJ 300IU/3mL (AOR 4.98, 95% CI 2.00-12.38, p=0.001).


CONCLUSIONS AND RECOMMENDATIONS: The factors associated with hypoglycemia include gender, education level, BMI, hypertension, hyperlipidemia, renal complications, and the use of Aspart (NovoMix) INJ 300IU/3mL. Patients with these risk factors should be closely monitored and given appropriate guidance.

Article Details

How to Cite
1.
Nuntawad N, Karnjanaungkool A, Porruan R. Factors associated with hypoglycemia in patients with type 2 diabetes treated with insulin at Wiang Pa Pao hospital: A 5-year review. crmj [internet]. 2025 Aug. 31 [cited 2026 Jan. 25];17(2):78-86. available from: https://he01.tci-thaijo.org/index.php/crmjournal/article/view/277279
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Original Articles

References

Global report on diabetes [Internet]. Geneva: World Health Organization; 2016 [cited 2023 Apr 21]. Available from: https://apps.who.int/iris/handle/10665/204871

Ministry of public health. Diabetes Mellitus,Thailand [Internet]. [cited 2025 Feb 12]. Available from: https://hdc.moph.go.th/center/public/standard-report-detail/cefa42b9223ec4d1969c

ce18d762bdd

Diabetes Association of Thailand under the Patronage of Her Royal Highness Princess Maha Chakri Sirindhorn, The Endocrine Society of Thailand. Clinical practice guidelines for diabetes 2023 [Internet]. Bangkok: Diabetes Association of Thailand; 2023 [cited 2025 Feb 12]. Available from: https://drive.google.com/file/d/1OAIDiCyGsJYA1-wTAxoOu6yL_YL9c7IG/view

Epidemiology of severe hypoglycemia in the diabetes control and complications trial. The DCCT Research Group. Am J Med. 1991;90(4):450–9.

Bramlage P, Gitt AK, Binz C, Krekler M, Deeg E, Tschöpe D. Oral antidiabetic treatment in type-2 diabetes in the elderly: balancing the need for glucose control and the risk of hypoglycemia. Cardiovasc Diabetol. 2012;11:122

Leonard CE, Han X, Brensinger CM, Bilker WB, Cardillo S, Flory JH, et al. Comparative risk of serious hypoglycemia with oral antidiabetic monotherapy: a retrospective cohort study. Pharmacoepidemiol Drug Saf. 2018;27(1):9-18.

Mathew P, Thoppil D. Hypoglycemia [Internet]. Florida: StatPearls Publishing; 2022 [Dec 26; cited 2025 Feb 12]. Available from: http://www.ncbi.nlm.nih.gov/books/NBK534841/.

Schopman JE, Simon AC, Hoefnagel SJ, Hoekstra JB, Scholten RJ, Holleman F. The incidence of mild and severe hypoglycaemia in patients with type 2 diabetes mellitus treated with sulfonylureas: a systematic review and meta-analysis. Diabetes Metab Res Rev. 2014;30(1):11-22.

Nakhleh A, Shehadeh N. Hypoglycemia in diabetes: an update on pathophysiology, treatment, and prevention. World J Diabetes. 2021;12(12):2036-49.

Naratornsawatdikul S, Limthornbenjapol K, Kantikool P, Tientavorn T, Hempatawee N, Pakkul D, et al. Associated factors of hypoglycemia in type 2 diabetes patients at Bangkhla Hospital, Bangkhla District, Chachoengsao Province. Royal Thai Army Med J. 2023;76(4):165-70.

Jainae S, Sasat S. Predicting factors of hypoglycemia in hospitalized diabetic older persons, Upper South Region. Kuakarun J Nurs. 2016;23(1):148-62.

Chatchawan B. Factors affecting hypoglycemia in patients with diabetes mellitus at Singburi hospital Chutchawal Boonyarit, Pharmacy Department, Singburi Hospital. Singburi Hospital Journal. 2020;29(1):63–72.

Chaima A, Fukfon K, Chantima K. Factors influencing hypoglycemia in patients with type 2 diabetes mellitus receiving care at a diabetes outpatient clinic. OURNAL OF HEALTH SCIENCE RESEARCH. 2023;17(1):14–26.

Moffet HH, Adler N, Schillinger D, Ahmed AT, Laraia B, Selby JV, et al. Cohort Profile: The diabetes study of northern California (DISTANCE)--objectives and design of a survey follow-up study of social health disparities in a managed care population. Int J Epidemiol. 2009;38(1):38-47.

Miller ME, Bonds DE, Gerstein HC, Seaquist ER, Bergenstal RM, Calles-Escandon J, et al. The effects of baseline characteristics, glycaemia treatment approach, and glycated haemoglobin concentration on the risk of severe hypoglycaemia: post hoc epidemiological analysis of the ACCORD study. BMJ. 2010;340:b5444.

Winnick JJ, Kraft G, Gregory JM, Edgerton DS, Williams P, Hajizadeh IA, et al. Hepatic glycogen can regulate hypoglycemic counterregulation via a liver-brain axis. J Clin Invest. 2016;126(6):2236-48