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肯尼亚的哪些因素推动了门诊医疗费用?广义估计方程的分析。

What Drives Outpatient Care Costs in Kenya? An Analysis With Generalized Estimating Equations.

机构信息

School of Aerospace and Physical Science, Department of Mathematics, Physics and Computing, Moi University, Eldoret, Kenya.

Department of Pediatrics, University of Nairobi, Nairobi, Kenya.

出版信息

Front Public Health. 2021 Sep 22;9:648465. doi: 10.3389/fpubh.2021.648465. eCollection 2021.

Abstract

This study aimed to identify the factors associated with outpatient expenses incurred by households in Kenya. The problem of outpatient healthcare expenses incurred by citizens in countries with limited resources has received little attention. Thus, this study aimed to determine the predictors of household spending on outpatient expenses in Kenya. We conducted a cross-sectional analysis on households in Kenya using data from the 2018 Kenya Household Health Expenditure and Utilization Survey. We applied the generalized estimating equations method to determine the best subset of predictors of outpatient care cost. The best predictors of outpatient care expenses in Kenya are age, wealth index, and education level of the household head. There were no differences regarding age in the mean spending on outpatient care. Moreover, we found that the cost of outpatient care changes with age in a sinusoidal manner. We observed that rich households spent more on outpatient care, mostly owing to their financial ability. Households whose heads reported primary or secondary school education level spent less on outpatient costs than households headed by those who never went to school.

摘要

本研究旨在确定肯尼亚家庭门诊费用的相关因素。资源有限国家公民的门诊医疗费用问题尚未得到充分关注。因此,本研究旨在确定肯尼亚家庭门诊费用支出的预测因素。我们使用 2018 年肯尼亚家庭健康支出和利用调查的数据对肯尼亚家庭进行了横断面分析。我们应用广义估计方程方法确定门诊护理成本的最佳预测因素子集。肯尼亚门诊护理费用的最佳预测因素是家庭户主的年龄、财富指数和教育水平。在门诊护理费用支出方面,年龄没有差异。此外,我们发现门诊护理费用随年龄呈正弦变化。我们观察到,富裕家庭在门诊护理上的支出更多,主要是因为他们的经济能力。家庭户主报告接受过小学或中学教育的家庭比从未上过学的家庭在门诊费用上的支出更少。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d683/8492944/8e91db319e47/fpubh-09-648465-g0001.jpg

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