Factors Associated with Ischemic Stroke among Patients Admitted to Buayai Hospital
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Abstract
Introduction: This cross-sectional study aimed to examine predisposing, enabling, and reinforcing factors, as well as stroke prevention behaviors, and to analyze factors associated with stroke prevention behaviors among patients with hypertension in Sa Kaeo Province. Materials and Method: The sample consisted of 239 participants selected through multistage sampling. Data were collected using a structured questionnaire. Statistical analyses included descriptive statistics, Pearson’s correlation coefficient, and stepwise multiple regression analysis. Results: The results showed that social support and access to health information were significantly associated with stroke prevention behaviors (p < 0.05), whereas perceived barriers showed an inverse relationship with these behaviors. Stepwise multiple regression analysis revealed that sex (β = 0.491, p < 0.001), access to health information (β = -0.147, p = 0.008), social support (β = 0.122, p = 0.026), and perceived barriers (β = 0.116, p = 0.036) were significantly associated with stroke prevention behaviors. These variables jointly explained 30.80% of the variance in stroke prevention behaviors (R² = 0.308, Adjusted R² = 0.296). Conclusion: In conclusion, social support, particularly guidance from health professionals, was associated with stroke prevention behaviors among patients with hypertension. Access to health information and perceived barriers were also important factors to consider in promoting health behaviors. However, due to the cross-sectional design, causal relationships cannot be established, and the use of selfreported data may be subject to response bias.
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References
World Stroke Organization. Global stroke fact sheet 2022 [Internet]. [place unknown]: World Stroke Organization; 2022 [cited 2025 Nov 1]. Available from: https://www.worldstroke.org/assets/downloads/WSO_Global_Stroke_Fact_Sheet.pdf
Soto-Cámara R, González-Bernal JJ, González-Santos J, Aguilar-Parra JM, Trigueros R, López-Liria R. Age-related risk factors at the first stroke event. J Clin Med. 2020;9(7):2233. doi:10.3390/jcm9072233.
Avan A, Digaleh H, Di Napoli M, Stranges S, Behrouz R, Shojaeianbabaei G, et al. Socioeconomic status and stroke incidence, prevalence, mortality, and worldwide burden: an ecological analysis from the Global Burden of Disease Study 2017. BMC Med. 2019;17(1):191. doi:10.1186/s12916-019-1397-3.
Bureau of Non-Communicable Diseases, Department of Disease Control. Stroke statistics [Internet]. Nonthaburi: Department of Disease Control; 2019 [cited 2025 Nov 1]. Available from: https://www.thaincd.com/2016/mission/documents-detail.php?id=13684&tid=32&gid=1-020
Chantkran W, Chaisakul J, Rangsin R, Mungthin M, Sakboonyarat B. Prevalence of and factors associated with stroke in hypertensive patients in Thailand from 2014 to 2018: a nationwide cross-sectional study. Sci Rep. 2021;11(1):17614. doi:10.1038/s41598-021-96878-4.
Chuamworakul W. Vascular risk factors for recurrent stroke in Nonsung Hospital [in Thai]. Journal of Environmental and Community Health [Internet]. 2024 [cited 2025 Nov 1];9(2):527-34. Available from: https://he03.tci-thaijo.org/index.php/ech/article/view/2563/1863
Jarintanan P, Singh N, Suthienkul O, Boonkrong P. Established and emerging risk factors of stroke in Asian countries: a systematic review. Thai J Public Health [Internet]. 2024 [cited 2025 Nov 1];54(2):952-67. Available from: https://he02.tci-thaijo.org/index.php/jph/article/view/265958/184511
Phasom J, Ungcharoen R, Pusuwan P, Phoosuwan N. Factors associated with newly diagnosed ischemic stroke among people with type 2 diabetes mellitus in Thailand: a population-based case-control study. Narra J. 2025;5(1). doi:10.52225/narra.v5i1.2205.
Samuthpongtorn C, Jereerat T, Suwanwela NC. Stroke risk factors, subtypes and outcome in elderly Thai patients. BMC Neurol. 2021;21(1):322. doi:10.1186/s12883-021-02353-y.
Boehme AK, Esenwa C, Elkind MSV. Stroke risk factors, genetics, and prevention. Circ Res. 2017;120(3):472-95. doi:10.1161/CIRCRESAHA.116.308398.
Buayai Hospital Information Center. Statistics of ischemic stroke patients from the Hospital Information System (HOSxP), fiscal years 2024–2025. Nakhon Ratchasima: Buayai Hospital; 2025. Thai
Ministry of Public Health, Health Data Center. Stroke patient statistics [Internet]. Nonthaburi: Ministry of Public Health; 2025 [cited 2025 Nov 1]. Available from: https://hdc.moph.go.th/center/public/kpi/9/2025
Institute of Neurology, Department of Medical Services, Ministry of Public Health. Clinical practice guidelines for ischemic stroke management for physician. Bangkok: Thana Press; 2012. Thai
Strategy and Planning Division, Office of the Permanent Secretary, Ministry of Public Health. International statistical classification of diseases and related health problems, Thai modification (ICD-10-TM). 10th rev. Bangkok: Saengchan Printing; 2017.
Saengsuwan J. Stroke: diagnosis and nursing management. 2nd ed. Khon Kaen: Siripan Offset; 1998. Thai
Puangwarin N. Stroke [in Thai]. 2nd rev. ed. Bangkok: Rueankaew Printing; 2001.
Murakami K, Asayama K, Satoh M, Inoue R, Tsubota-Utsugi M, Hosaka M, et al. Risk factors for stroke among young-old and old-old community-dwelling adults in Japan: the Ohasama study. J Atheroscler Thromb. 2017;24(3):290-300. doi:10.5551/jat.35766.
Yi X, Luo H, Zhou J, Yu M, Chen X, Tan L, et al. Prevalence of stroke and stroke related risk factors: a population based cross sectional survey in southwestern China. BMC Neurol. 2020;20(1):5. doi:10.1186/s12883-019-1592-z.
Zhang FL, Guo ZN, Wu YH, Liu HY, Luo Y, Sun MS, et al. Prevalence of stroke and associated risk factors: a population based cross sectional study from northeast China. BMJ Open. 2017;7(9). doi:10.1136/bmjopen-2016-015758.
Meseret F, Alemu A, Teshager T, Legesse H, Getachew M, Mossie Y, et al. Factors associated with stroke among patients with hypertension in Eastern Ethiopia: a case-control study. BMC Neurol. 2026;26(1):224. doi:10.1186/s12883-026-04776-x.
Oyarce-Calderón AM, De La Cruz-Vargas JA. Lifestyle risk factors associated with stroke in patients with type 2 diabetes mellitus: a case-control study. Open Public Health J. 2023;16. doi:10.2174/18749445-v16-230726-2023-56.