Evidence map›Paper›PMID 32493313›Full record

ArticleBMC health services research2020

Cost of seeking care for tuberculosis since the implementation of universal health coverage in Indonesia.

Ahmad Fuady, Tanja A J Houweling, Muchtaruddin Mansyur, Erlina Burhan, Jan Hendrik Richardus

Abstract read
In one paragraph

Article in BMC health services research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed, 3 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

18 citing papers in PubMed, 3 syntheses or guidelines pooled it.

  1. Pooled it
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  4. Private sector engagement in tuberculosis detection: a bibliometric analysis.Journal of clinical tuberculosis and other mycobacterial diseases · 2026
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  17. COVID-19 and Tuberculosis-Related Catastrophic Costs.The American journal of tropical medicine and hygiene · 2020
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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

5 authors.

Ahmad FuadyDepartment of Public Health, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands. a.fuady@erasmusmc.nl.ORCID http://orcid.org/0000-0003-0030-0524
Tanja A J HouwelingDepartment of Public Health, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands.
Muchtaruddin MansyurDepartment of Community Medicine, Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia.
Erlina BurhanDepartment of Respiratory and Pulmonology, Persahabatan Hospital - Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia.
Jan Hendrik RichardusDepartment of Public Health, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAlthough tuberculosis (TB) patients often incur high costs to access TB-related services, it was unclear beforehand whether the implementation of universal health coverage (UHC) in Indonesia in 2014 would reduce direct costs and change the pattern of care-seeking behaviour. After its introduction, we therefore assessed TB patients' care-seeking behaviour and the costs they incurred for diagnosis, and the determinants of both.

methodsIn this cross sectional study, we interviewed adult TB patients in urban, suburban, and rural districts of Indonesia in July-September 2016. We selected consecutively patients who had been treated for TB in primary health centers for at least 1 month until we reached at least 90 patients in each district. After establishing which direct and indirect costs they had incurred during the pre-diagnostic phase, we calculated the total costs (in US Dollars). To identify the determinants of these costs, we applied a general linear mixed model to adjust for our cluster-sampling design.

resultsNinety-three patients of the 282 included in our analysis (33%) first sought care at a private clinic. The preference for such clinics was higher among those living in the rural district (aOR 1.88, 95% CI 0.85-4.15, P = 0.119) and among those with a low educational level (aOR 1.69, 95% CI 0.92-3.10, P = 0.090). Visiting a private clinic as the first contact also led to more visits (β 0.90, 95% CI 0.57-1.24, P < 0.001) and higher costs than first visiting a Primary Health Centre, both in terms of direct costs (β = 16.87, 95%CI 10.54-23.20, P < 0.001) and total costs (β = 18.41, 95%CI 10.35-26.47, P < 0.001).

conclusionDespite UHC, high costs of TB seeking care remain, with direct medical costs contributing most to the total costs. First seeking care from private providers tends to lead to more pre-diagnostic visits and higher costs. To reduce diagnostic delays and minimize patients' costs, it is essential to strengthen the public-private mix and reduce the fragmented system between the national health insurance scheme and the National TB Programme.

Indexed as

AdultCosts and Cost AnalysisCross-Sectional StudiesHumansIndonesiaPatient Acceptance of Health CareTuberculosisUniversal Health InsuranceCare-seeking behaviourCostsIndonesiaTuberculosisUniversal health coverage

Identifiers

PMID32493313
PMCPMC7271484

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Registered trials

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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.