Evidence map›Paper›PMID 32566167›Full record

ArticleJournal of global health2020

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

Kanya Anindya, John Tayu Lee, Barbara McPake, Siswanto Agus Wilopo, Christopher Millett, Natalie Carvalho

Abstract read
In one paragraph

Article in Journal of global health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
26citing papers in PubMed, 2 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

26 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Socioeconomic and Regional Disparities in Under-five Mortality in Indonesia: Insights From Indonesia's 2020 Census.Journal of preventive medicine and public health = Yebang Uihakhoe chi · 2026
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  10. Classification of Healthy Family Indicators in Indonesia Based on a K-means Cluster Analysis.Journal of preventive medicine and public health = Yebang Uihakhoe chi · 2024
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Kanya AnindyaSchool of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia.
John Tayu LeeNossal Institute for Global Health, School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia.
Barbara McPakeNossal Institute for Global Health, School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia.
Siswanto Agus WilopoCenter for Reproductive Health and Department of Biostatistics, Epidemiology and Population Health, Faculty of Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia.
Christopher MillettPublic Health Policy Evaluation Unit, School of Public Health, Imperial College London, London, UK.
Natalie CarvalhoCentre for Health Policy & Global Burden of Disease Group, School of Population and Global Health, The University of Melbourne, Melbourne, Victoria, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

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,

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.

Indexed as

National Health ProgramsAdolescentAdultCross-Sectional StudiesDelivery, ObstetricFemaleHealth Services AccessibilityHumansIndonesiaMaternal Health ServicesPatient Acceptance of Health CarePregnancyPrenatal CareUniversal Health Insurance

Identifiers

PMID32566167
PMCPMC7298736

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.