Evidence map›Paper›PMID 38968247›Full record

ArticlePloS one2024

Hospital services utilisation and cost before and after COVID-19 hospital treatment: Evidence from Indonesia.

Muhammad Fikru Rizal, Firdaus Hafidz, Gilbert Renardi Kusila, Wan Aisyiah, Dedy Revelino, Erzan Dhanalvin, Ayunda Oktavia, Ilyasa, Citra Jaya, Benjamin Saut and 1 more

Abstract read
In one paragraph

Article in PloS one, 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

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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

11 authors.

Muhammad Fikru RizalDepartment of Health Policy and Management, Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia.
Firdaus HafidzDepartment of Health Policy and Management, Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia.ORCID 0000-0002-1787-4930
Gilbert Renardi KusilaDepartment of Health Policy and Management, Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia.ORCID 0000-0001-9218-5425
Wan AisyiahBadan Penyelenggara Jaminan Sosial Kesehatan, Jakarta, Indonesia.
Dedy RevelinoBadan Penyelenggara Jaminan Sosial Kesehatan, Jakarta, Indonesia.
Erzan DhanalvinBadan Penyelenggara Jaminan Sosial Kesehatan, Jakarta, Indonesia.
Ayunda OktaviaBadan Penyelenggara Jaminan Sosial Kesehatan, Jakarta, Indonesia.
IlyasaBadan Penyelenggara Jaminan Sosial Kesehatan, Jakarta, Indonesia.
Citra JayaBadan Penyelenggara Jaminan Sosial Kesehatan, Jakarta, Indonesia.
Benjamin SautBadan Penyelenggara Jaminan Sosial Kesehatan, Jakarta, Indonesia.
Mahlil RubyBadan Penyelenggara Jaminan Sosial Kesehatan, Jakarta, Indonesia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo estimate hospital services utilisation and cost among the Indonesian population enrolled in the National Health Insurance (NHI) program before and after COVID-19 hospital treatment.

methods28,159 Indonesian NHI enrolees treated with laboratory-confirmed COVID-19 in hospitals between May and August 2020 were compared to 8,995 individuals never diagnosed with COVID-19 in 2020. A difference-in-difference approach is used to contrast the monthly all-cause utilisation rate and total claims of hospital services between these two groups. A period of nine months before and three to six months after hospital treatment were included in the analysis.

resultsA substantial short-term increase in hospital services utilisation and cost before and after COVID-19 treatment was observed. Using the fifth month before treatment as the reference period, we observed an increased outpatient visits rate in 1-3 calendar months before and up to 2-4 months after treatment (p<0.001) among the COVID-19 group compared to the comparison group. We also found a higher admissions rate in 1-2 months before and one month after treatment (p<0.001). Consequently, increased hospital costs were observed in 1-3 calendar months before and 1-4 calendar months after the treatment (p<0.001). The elevated hospital resource utilisation was more prominent among individuals older than 40. Overall, no substantial increase in hospital outpatient visits, admissions, and costs beyond four months after and five months before COVID-19 treatment.

conclusionIndividuals with COVID-19 who required hospital treatment had considerably higher healthcare resource utilisation in the short-term, before and after the treatment. These findings indicated that the total cost of treating COVID-19 patients might include the pre- and post-acute period.

Indexed as

COVID-19HospitalizationAdolescentAdultAgedChildChild, PreschoolFemaleHospital CostsHumansIndonesiaInfantMaleMiddle AgedNational Health ProgramsSARS-CoV-2

Identifiers

PMID38968247
PMCPMC11226039

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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.