THE DETERMINANTS OF HEALTH SERVICES DEMAND IN INDONESIA: AN ANALYSIS OF INDONESIA FAMILY LIFE SURVEY 5 (IFLS)

Haerawati Idris, Misnaniarti, Iwan Stia Budi, A. Ainy, Dian Safriantini
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Abstract

Many countries are trying to achieve Universal Health Coverage. Indonesia wanted to do this by implementing National Health Insurance in 2014. The purpose of this study is to explore the demand for health services based on visits to service providers, for both outpatient and inpatient care. This study used secondary data from wave five of the Indonesia Family Life Survey (IFLS). The sample used in this study comprised 34,177 individuals who were aged >15 years old. In this study, the demand for health services was measured based on whether respondents had visited a healthcare facility and their number of visits to healthcare facilities. Data was analysed using bivariate analysis with chi-square and multivariate analysis using the negative binomial regression model and probit model. The proportion of respondents visiting healthcare facilities for outpatient care was 16%, while for inpatient visits it was 5%. Both models produced almost the same effect in indicating the probability of individuals visiting a healthcare facility and their number of visits. Age, gender, marital status, education level, economic level, having health insurance, region, health status, chronic disease, and the number of diseases were statistically significant (P < 0.001) in influencing outpatient service demand. Age, gender, marital status, education level, economic level, having health insurance, regional status, health status, and the number of diseases were statistically significant (P < 0.001) in influencing inpatient service demand. Individual characteristics, demographics, and health status were independent factors associated with demand for healthcare services. The government should consider these factors in expanding health service demand in Indonesia.
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印尼卫生服务需求的决定因素&对印尼家庭生活调查5(IFLS)的分析
许多国家正在努力实现全民健康覆盖。印度尼西亚希望通过2014年实施国民健康保险来实现这一目标。本研究的目的在于探讨门诊及住院病人对医疗服务提供者的需求。本研究使用了印度尼西亚家庭生活调查(IFLS)第五波的二手数据。这项研究中使用的样本包括34,177名年龄在15岁至15岁之间的人。在这项研究中,对卫生服务的需求是根据受访者是否访问过医疗机构和他们访问医疗机构的次数来衡量的。数据分析采用双变量卡方分析,多变量分析采用负二项回归模型和probit模型。受访者到医疗机构接受门诊治疗的比例为16%,而住院治疗的比例为5%。两种模型在显示个人访问医疗机构的概率和访问次数方面产生了几乎相同的效果。年龄、性别、婚姻状况、文化程度、经济水平、是否有医疗保险、地区、健康状况、慢性病、疾病数量对门诊服务需求的影响均有统计学意义(P < 0.001)。年龄、性别、婚姻状况、文化程度、经济水平、是否有医疗保险、地区状况、健康状况、疾病数量对住院服务需求的影响有统计学意义(P < 0.001)。个人特征、人口统计和健康状况是与医疗保健服务需求相关的独立因素。政府在扩大印尼卫生服务需求时应考虑这些因素。
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