Evidence map›Paper›PMID 40811683›Full record

ArticlePloS one2025

National health insurance membership in Indonesia: Do socio-economic elements matter?

Misnaniarti, Wahyu Pudji Nugraheni, Agung Dwi Laksono, Asep Kusnali, Irfan Ardani, Leny Latifah, Rofingatul Mubasyiroh, Diah Yunitawati, Tati Suryati Warouw

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–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

2 citing papers in PubMed.

  1. Article
  2. Review
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

9 authors.

MisnaniartiFaculty of Public Health, Sriwijaya University, Palembang, Indonesia.ORCID https://orcid.org/0000-0003-1086-5051
Wahyu Pudji NugraheniNational Research and Innovation Agency, Jakarta, Indonesia.
Agung Dwi LaksonoNational Research and Innovation Agency, Jakarta, Indonesia.ORCID https://orcid.org/0000-0002-9056-0399
Asep KusnaliNational Research and Innovation Agency, Jakarta, Indonesia.ORCID https://orcid.org/0000-0002-5492-4116
Irfan ArdaniNational Research and Innovation Agency, Jakarta, Indonesia.
Leny LatifahNational Research and Innovation Agency, Jakarta, Indonesia.
Rofingatul MubasyirohNational Research and Innovation Agency, Jakarta, Indonesia.
Diah YunitawatiNational Research and Innovation Agency, Jakarta, Indonesia.
Tati Suryati WarouwNational Research and Innovation Agency, Jakarta, Indonesia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The Indonesian government released a National Health Insurance (NHI) policy to realize universal health coverage (UHC) in Indonesia, yet disparities in membership persist. The study examined the influence of various socio-economic factors, including education, employment, and wealth status, on National Health Insurance (NHI) membership in Indonesia. Using a cross-sectional design, this study examined 1,223,377 individuals. The level of education was utilized as the exposure variable, while NHI membership served as the outcome variable. The analysis included residence, age, gender, marital status, and occupation as covariates. In the final stage, logistic multinomial regression was implemented. Based on the findings of this study, Indonesia's coverage for NHI membership in 2023 was 72.5%. Higher education levels are associated with increased likelihood of NHI participation, supporting the notion that education promotes greater access to Universal Health Coverage (UHC). Wealth status and demographic factors such as age and marital status also significantly associated with NHI membership. According to the results, the study concluded that education level and wealth status significantly influence NHI membership in Indonesia. Demographic factors also play essential roles. Tailored interventions addressing these factors are necessary to improve NHI enrollment and achieve universal health coverage.

Indexed as

National Health ProgramsUniversal Health InsuranceAdolescentAdultCross-Sectional StudiesEducational StatusFemaleHumansIndonesiaMaleMiddle AgedSocioeconomic FactorsYoung Adult

Identifiers

PMID40811683
PMCPMC12352825

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.