Prevalence, Risk Factors and Management of Type 2 Diabetes, and its Predictors among Patients Using Multinomial Logistic Modeling Approach: Case of a Semi-Urban Cameroonian

K. G. Kaptso, William Tchabo, Winifred Manyaka, Isabelle Mulango, Mbafor Brain Chebelem, Amungwa Fonteh Athanasius, C. Mbofung
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Abstract

Background: Diabetes is a health problem worldwide. The prevalence of diabetes has been steadily increasing for the past three decades. Diabetes prevalence is growing most rapidly particularly in low- and middle-income countries. Areas undergoing rapid westernization and rapid nutrition transition are seeing the greatest increase in prevalence suggesting that environmental factors are important. Diabetes is known to have no cure but can be managed through diet and modification of lifestyles. The aim of this study was to evaluate the prevalence and the predictors of diabetes and its management in Kumba District Hospital (KDH). Study Design: A retrospective, and a cross sectional survey was done where semi structured questionnaires were administered to subjects. Methodology: Information from the hospital record for the past four years was used to evaluate the trend in the prevalence of diabetes. Information from questionnaires was used to assess the prevalence and management of the disease. Fasting plasma glucose was measured to know their diabetic status. Results: The results revealed an increasing trend in the prevalence but the increase was not statistically significant. The results showed that, there was an association between diabetes prevalence and management. The overall prevalence of diabetes from the study was evaluated at 43.98%. Age, level of education, dietary habit and alcohol were found to influence the prevalence of diabetes significantly. Management with respect to therapeutic education, and monitoring of blood sugar were statistically significant. The significant predictive variables of the occurrence of diabetes base on Ordinary least squares were found to be age, level of education, therapeutic education, alcohol consumption, sex, and frequency of eating white rice. Conclusion: The study revealed that, diabetes is highly prevalent among older persons and the less educated in KDH. Public health officials should educate the public on the risk factors of diabetes, and implement guidelines for adequate control and management.
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2型糖尿病的患病率、危险因素和管理及其预测因子在多项Logistic建模方法中的应用:一个半城市喀麦隆人的案例
背景:糖尿病是一个全球性的健康问题。在过去的三十年里,糖尿病的患病率一直在稳步上升。糖尿病患病率增长最为迅速,特别是在低收入和中等收入国家。正在经历快速西化和快速营养转变的地区,发病率增幅最大,这表明环境因素很重要。众所周知,糖尿病无法治愈,但可以通过饮食和改变生活方式来控制。本研究的目的是评估Kumba地区医院(KDH)糖尿病的患病率和预测因素及其管理。研究设计:采用回顾性和横断面调查,对受试者进行半结构化问卷调查。方法:使用过去四年的医院记录信息来评估糖尿病患病率的趋势。调查问卷的信息被用来评估疾病的流行和管理。测定空腹血糖以了解患者的糖尿病状态。结果:发病率呈上升趋势,但无统计学意义。结果表明,糖尿病患病率与管理之间存在关联。研究中糖尿病的总患病率评估为43.98%。年龄、受教育程度、饮食习惯和酒精对糖尿病的患病率有显著影响。治疗教育和血糖监测方面的管理具有统计学意义。基于普通最小二乘的糖尿病发生的显著预测变量为年龄、文化程度、治疗教育、饮酒、性别和吃白米饭的频率。结论:本研究显示,糖尿病在嘉德区老年人及受教育程度较低的人群中高发。公共卫生官员应该教育公众糖尿病的危险因素,并实施适当控制和管理的指导方针。
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