Evidence map›Paper›PMID 39361559›Full record

ArticlePLOS global public health2024

The shifting landscape of private healthcare providers before and during the COVID-19 pandemic: Lessons to strengthen the private sectors engagement for future pandemic and tuberculosis care.

Rodiah Widarna, Nur Afifah, Hanif Ahmad Kautsar Djunaedy, Angelina Sassi, Nathaly Aguilera Vasquez, Charity Oga-Omenka, Argita Dyah Salindri, Bony Wiem Lestari, Madhukar Pai, Bachti Alisjahbana

Abstract read
In one paragraph

Article in PLOS global public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

10 authors.

Rodiah WidarnaTuberculosis Working Group, Research Center for Care and Control of Infectious Diseases Universitas Padjadjaran (RC3ID Unpad), Bandung, Indonesia.ORCID https://orcid.org/0009-0009-5917-5220
Nur AfifahTuberculosis Working Group, Research Center for Care and Control of Infectious Diseases Universitas Padjadjaran (RC3ID Unpad), Bandung, Indonesia.ORCID https://orcid.org/0000-0003-0829-6320
Hanif Ahmad Kautsar DjunaedyTuberculosis Working Group, Research Center for Care and Control of Infectious Diseases Universitas Padjadjaran (RC3ID Unpad), Bandung, Indonesia.
Angelina SassiMcGill International TB Centre, Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada.ORCID https://orcid.org/0000-0002-5807-6388
Nathaly Aguilera VasquezMcGill International TB Centre, Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada.ORCID https://orcid.org/0000-0002-1019-8597
Charity Oga-OmenkaMcGill International TB Centre, Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada.ORCID https://orcid.org/0000-0003-0779-570X
Argita Dyah SalindriTuberculosis Working Group, Research Center for Care and Control of Infectious Diseases Universitas Padjadjaran (RC3ID Unpad), Bandung, Indonesia.ORCID https://orcid.org/0000-0003-0962-0348
Bony Wiem LestariTuberculosis Working Group, Research Center for Care and Control of Infectious Diseases Universitas Padjadjaran (RC3ID Unpad), Bandung, Indonesia.ORCID https://orcid.org/0000-0002-6476-2034
Madhukar PaiMcGill International TB Centre, Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada.ORCID https://orcid.org/0000-0003-3667-4536
Bachti AlisjahbanaTuberculosis Working Group, Research Center for Care and Control of Infectious Diseases Universitas Padjadjaran (RC3ID Unpad), Bandung, Indonesia.ORCID https://orcid.org/0000-0003-3745-8229

Funding

Gates Foundation INV-022420
6 · The paper itself

Abstract

introductionCOVID-19 pandemic changed many aspects of healthcare services and deliveries, including among private healthcare providers (i.e., private healthcare facilities [HCFs] and private practitioners [PPs]). We aimed to compare the spatial distribution of private providers and describe changes in characteristics and services offered during and before the COVID-19 pandemic, and explore the tuberculosis (TB) and COVID-19-related services offered by the private sector in Bandung, Indonesia.

methodsA cross-sectional study with historical comparison was conducted in 36 randomly selected community health centers areas (locally referred to as Puskesmas) in Bandung, Indonesia, during the COVID-19 pandemic from 5th April 2021 - 27th December 2021. Data pertaining to before the COVID-19 pandemic was abstracted from a similar survey conducted in 2017 (i.e., INSTEP study). We obtained latitude and longitude coordinates of private healthcare providers and then compared the geographical spread with data collected for INSTEP study. We also compared characteristics of, and services provided by private healthcare providers interviewed during the COVID-19 pandemic with those previously interviewed for INSTEP study. Differences were summarized using descriptive and bivariate analyses.

resultsFrom April-December 2021, we surveyed 367 private HCFs and interviewed 637 PPs. Compared to INSTEP study data, the number of operating HCFs was reduced by 3% during the COVID-19 pandemic (401 vs. 412 before COVID-19), although we observed increases in laboratory service (37.8% increase), x-ray service (66.7% increase), and pharmacy (18.1% increase). Among a subset of private HCFs managing patients with respiratory tract infection symptoms, a quarter (60/235, 25.3%) indicated that they had to close their facilities in response to the emerging situation during the COVID-19 pandemic. For PPs, the number of practicing PPs was reduced by 7% during the COVID-19 pandemic (872 vs. 936 before COVID-19). Interestingly, the number of practicing PPs encountering patients with TB disease increased during the COVID-19 pandemic (42.9% vs. 35.7% before COVID-19, p = 0.008).

conclusionThis study confirmed that the COVID-19 pandemic adversely impacted health care service deliveries in private sectors, largely marked by closures and shortened business hours. However, the increased service capacities (laboratory and pharmacy), as well as significant increase in the number of patients cared for TB disease by PPs during the COVID-19 pandemic, made a more compelling case to further the implementation of public-private mix model for TB care in Indonesia.

Identifiers

PMID39361559
PMCPMC11449363

What OpenQuestion holds

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LicenceCC BY
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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.