Evidence map›Paper›PMID 41873386›Full record

ArticleClinicoEconomics and outcomes research : CEOR2026

Activity-Based Costing of COVID-19 RT-PCR Testing in Public Laboratories in Indonesia: Evidence for Tariff Setting.

Sabarudin Sabarudin, Mohammed Alfaqeeh, Nurramadhani A Sida, Nita Trinovitasari, Ruslin Ruslin, Dina Abushanab, Wening Wulandari, Miski A Khairinisa, Auliya A Suwantika

Abstract read
In one paragraph

Article in ClinicoEconomics and outcomes research : CEOR, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Sabarudin SabarudinDoctoral Program in Pharmacy, Faculty of Pharmacy, Universitas Padjadjaran, Bandung, West Java, Indonesia.
Mohammed AlfaqeehDoctoral Program in Pharmacy, Faculty of Pharmacy, Universitas Padjadjaran, Bandung, West Java, Indonesia.ORCID 0000-0002-4079-869X
Nurramadhani A SidaDepartment of Pharmacology and Clinical Pharmacy, Faculty of Pharmacy, Universitas Halu Oleo, Kendari, Southeast Sulawesi, Indonesia.
Nita TrinovitasariDepartment of Pharmacology and Clinical Pharmacy, Faculty of Pharmacy, Universitas Halu Oleo, Kendari, Southeast Sulawesi, Indonesia.
Ruslin RuslinDepartment of Analytical Pharmacy and Medicinal Chemistry, Faculty of Pharmacy, Universitas Halu Oleo, Kendari, Southeast Sulawesi, Indonesia.
Dina AbushanabOffice of Vice President for Medical and Health Sciences, QU Health, Qatar University, Doha, Qatar.
Wening WulandariDoctoral Program in Pharmacy, Faculty of Pharmacy, Universitas Padjadjaran, Bandung, West Java, Indonesia.ORCID 0009-0005-9089-833X
Miski A KhairinisaDepartment of Pharmacology and Clinical Pharmacy, Faculty of Pharmacy, Universitas Padjadjaran, Bandung, West Java, Indonesia.ORCID 0000-0002-4314-9273
Auliya A SuwantikaDepartment of Pharmacology and Clinical Pharmacy, Faculty of Pharmacy, Universitas Padjadjaran, Bandung, West Java, Indonesia.ORCID 0000-0001-8671-2065

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Reverse transcriptase-polymerase chain reaction (RT-PCR) testing has been central to Indonesia's COVID-19 response. However, limited empirical evidence exists on the actual cost of RT-PCR testing in public laboratories, raising concerns that regulated tariffs may not accurately reflect resource use, particularly in low- and middle-income settings. Purpose: This study aimed to estimate the unit cost of COVID-19 RT-PCR testing and identify key cost drivers to inform evidence-based tariff setting and support the financial sustainability of public laboratories in Indonesia. Methods: A micro-costing analysis using an Activity-Based Costing (ABC) approach was conducted across eight government-owned laboratories in Southeast Sulawesi, Indonesia. Costs were categorized into direct and indirect components, and the unit cost was calculated by dividing total operational costs by the average number of tests performed per month. One-way sensitivity analyses were performed to assess the influence of major cost components. Results: The adjusted mean unit cost of RT-PCR testing was USD 21.02, based on an average testing volume of 5409 samples per month and total adjusted monthly operating expenditures of USD 100,973.89. Direct costs accounted for 92.58% of total costs, driven primarily by consumables (75.12%) and human resources (13.32%). Extraction kits and RT-PCR reagents were the most influential cost drivers in sensitivity analyses. The estimated unit cost exceeded the government-mandated RT-PCR tariff outside Java and Bali (approximately USD 17-18.5). Conclusion: This study provides empirical evidence on the actual cost of COVID-19 RT-PCR testing in Indonesian public laboratories. The findings highlight a mismatch between regulated tariffs and real service delivery costs, underscoring the need for tariff adjustments that balance affordability for patients with financial sustainability for laboratories. Transparent cost information is essential to support evidence-based pricing policies and strengthen preparedness for future public health emergencies.

Indexed as

activity-based costingCOVID-19healthcare cost analysisresource allocationRT-PCR testingtariff policy

Identifiers

PMID41873386
PMCPMC13006015

What OpenQuestion holds

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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.