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Impact of Indonesia’s national health insurance scheme on inequality in access to maternal health services: A propensity score matched analysis

机译:印度尼西亚国家健康保险计划对获取产妇卫生服务不平等的影响:倾向分数匹配分析

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BackgroundReducing inequality in maternal, neonatal and infant mortality are key targets in the Sustainable Development Goals. This study is the first to evaluate the impact of Indonesia’s national health insurance scheme, Jaminan Kesehatan Nasional (JKN), on access to maternal health services by sociodemographic status.MethodsUsing data from the 2017 Indonesia Demographic and Health Survey (IDHS) on women with live births in 2016-2017, we conducted propensity score matching (PSM) analysis to evaluate the association of JKN enrollment on the following maternal health care utilisation outcomes: (1) at least four antenatal care (ANC4+) visits; (2) ANC4+ visits and received essential components of ANC; (3) skilled birth attendance; (4) facility-based delivery; (5) post-natal care (PNC); and (6) PNC with skilled provider. Analyses were conducted at the national level and by economic subgroup and region of residence. Additionally, we investigated the potential negative impact of JKN on access to maternal health services among the uninsured population by looking at trends over time using data from the 2012 and 2017 IDHS.ResultsOf the 5429 women who had recently given birth, 61% were insured by JKN in 2017. After matching treated and untreated women on key sociodemographic characteristics, enrollment in JKN was associated with a higher prevalence of receiving ANC4+ visits (7.4%, 95% confidence interval (CI)?=?4.8-9.39); ANC4+ visits and received essential components of ANC (5.6%, 95% CI?=?3.3-7.9); skilled birth attendance (3.0%, 95% CI?=?1.5-4.5; facility-based delivery (10.2%, 95% CI?=?7.5-12.7); PNC (4.0%, 95% CI?=?2.2-5.7); PNC with skilled provider (4.5%, 95% CI?=?2.6-6.5). Effect sizes were larger among the poor and those living in less-developed areas, such as Eastern Indonesia and Sulawesi, except for at least ANC4+ and received clinical components.ConclusionsExpansion of health insurance coverage was associated with reductions in sociodemographic inequalities in access to maternal health services in Indonesia. However, large differences in utilisation persist across regions and by economic subgroup. Accelerating progress toward universal health coverage may reduce health inequalities in other low and middle-income countries.Despite declines in maternal, newborn, and child mortality since implementation of the Millennium Development Goals in 1990, these burdens remain disproportionately high among disadvantaged groups in low- and middle-income countries (LMICs) [1,2]. Achieving equitable access to high quality essential maternal health service has been identified as an important instrument for countries to reduce maternal and neonatal mortality and attain Sustainable Development Goals (SDGs) 3.1 and 3.2 [3]. Indonesia, a lower-middle income country, has one of the highest maternal mortality ratios (MMRs) in the South-East Asia Region [4] at 305 maternal deaths per 100?000 live births, with a substantially higher MMR of 489 in Eastern Indonesia [3,5,6]. Aside from the direct loss of life, a maternal death can result in profound negative health consequences for neonates and other children in the household, can lead to household economic deprivation, and productivity losses to society [7,8].A high burden of maternal death is often linked to inequality in access to maternal health services [8-10]. Women from disadvantaged groups, including the poor and those living in rural and remote areas, often face increased financial barriers and limited access to high quality health services, resulting in lower coverage of essential maternal health care services [8-15]. These inequities also persist across regions. For example, health services are more concentrated in the more developed islands of Java-Bali, while lack of services and understaffing remains a problem in less developed regions of Sulawesi and Eastern Indonesia [14,16].In 2014, the Indonesian government rolled out the world’s largest single-payer health insurance programme [12], Jaminan Kesehatan Nasional (JKN), or National Health Insurance, to achieve universal health coverage (UHC) by 2019. The programme integrates and replaces all previous fragmented social health insurance schemes, including Jamkesmas, Jamkesda and Askeskin [12,17]. Not only covering the poor and near-poor, JKN scheme is compulsory for all people in Indonesia, with a differentiated timeline until it covers the entire population. Participants are categorized into four groups: 1) subsidised participants or Penerima Bantuan Iuran (PBI)/Premium assistance beneficiaries, for the poor and near-poor; 2) salary earners and formal workers, for employees in the public and private sectors; 3) informal workers, for the non-poor who work in the informal sector; and 4) non-salaried workers [12]. Data from Social Security Agency for Health show the incline of enrolment rates from 48% in January 2014 to 85%, or almost 225 million people by the end of 2019 with around 60% among those classified as subs
机译:妇幼的孕产妇,新生儿和婴儿死亡率的不等式是可持续发展目标的主要目标。本研究是第一个评估印度尼西亚国家健康保险计划的影响,贾宁康斯坦纳西尼(JKN)通过社会渗塑状况进入母体保健服务。从2017年印度尼西亚人口和健康调查(IDHS)的妇女与生活的妇女的数据2016 - 2017年出生,我们进行了倾向评分匹配(PSM)分析,以评估JKN注册对以下孕产妇保健利用结果的协会:(1)至少四次产前护理(ANC4 +)访问; (2)ANC4 +访问和接受ANC的基本组成部分; (3)熟练的出生; (4)基于设施的送货; (5)产后护理(PNC); (6)PNC与熟练提供者。分析是在国家一级和经济亚群和居住地区进行的。此外,我们通过从2012年和2017年IDHS的数据看待时间随着时间的推移,研究了JKN在未经保险的人群中获得母体保健服务的潜在负面影响。结果,最近出生的5429名妇女,61%的人被投保了61% JKN在2017年。在匹配对待和未经治疗的妇女对关键的社会性学特征,JKN中的入学与接受ANC4 +访问的普遍性有关(7.4%,95%的置信区间(CI)?=?4.8-9.39); ANC4 +访问和接受ANC的基本组分(5.6%,95%CI?= 3.3-7.9);熟练的出生出席(3.0%,95%CI?=?1.5-4.5;基于设施的递送(10.2%,95%CI?=?7.5-12.7); PNC(4.0%,95%CI?=?2.2-5.7 ); PNC与熟练提供者(4.5%,95%CI?=?2.6-6.5)。除了至少ANC4 +和苏拉威病等较少发达地区的穷人和生活区内的效果大小较大。收到的临床组分。健康保险范围的组合XPANSION与在印度尼西亚母亲卫生服务的进入妇产医疗服务的削减有关。然而,利用的巨大差异跨越地区和经济亚组。加速普遍健康覆盖范围的进展可能会降低健康不平等其他低收入中等收入国家。孕产妇,新生儿和儿童死亡率下降以来,自1990年实施千年发展目标,这些负担在低收入和中等收入国家(LMIC)的弱势群体中仍然不成比例地高, 2]。ACH IEV公平获得高质量的必需产妇卫生服务已被确定为各国减少孕产妇和新生儿死亡率的重要仪器,并获得可持续发展目标(SDGS)3.1和3.2 [3]。印度尼西亚,中低收入国家,东南亚地区的最高孕产妇死亡率(MMRS)是每100 000 00人的305次孕产妇死亡,东部大幅上升489人印度尼西亚[3,5,6]。除了直接丧失生活中,孕产妇死可以导致家庭中新生儿和其他孩子的深刻负面影响,可以导致家庭经济剥夺,以及对社会的生产力损失[7,8] .A母亲的高负担死亡往往与进入母体保健服务的不平等有关[8-10]。来自弱势群体的妇女,包括穷人和居住在农村和偏远地区的妇女,往往面临着增加的财政障碍和有限的获得高质量的卫生服务,导致必需产妇保健服务的覆盖率下降[8-15]。这些不公平体跨越地区持续存在。例如,卫生服务更集中在爪哇巴厘岛的越来越发达的岛屿,而缺乏服务和人员仍然仍然存在于印度尼西亚的苏拉威西和东部的发达地区[14,16]。2014年,印度尼西亚政府推出世界上最大的单一付款人健康保险计划[12],Jaminan Kesehatan Nasional(JKN)或国家健康保险,到2019年实现普遍健康保险(UHC)。该计划集成并取代了所有以前的碎片社会健康保险计划,包括jamkesmas,jamkesda和问皮肤[12,17]。不仅涵盖了穷人和近乎穷人,JKN方案是印度尼西亚所有人的强制性,在涵盖整个人口之前,有区别的时间表。参与者分为四组:1)补贴参与者或PBIIMA BANTUUN IURAN(PBI)/优质援助受益人,为穷人和近乎穷人; 2)薪资收入和正规工人,为公共和私营部门的员工; 3)非正式工人,为非正式部门工作的非穷人; 4)非养老工人[12]。社会保障署的数据展示2014年1月的48%的入学率倾斜至2019年底的85%,或近22500万人,其中占潜水员的约60%

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