Evidence map›Paper›PMID 40676406›Full record

SynthesisApplied health economics and health policy2025

Time-Driven Activity-Based Costing and Its Use in Health Economic Analysis: A Systematic Literature Review.

Sangita Shakya, Shalika Bohingamu Mudiyanselage, Suzanne Robinson, Sean Randall, Lan Gao

Abstract readSystematic Review
In one paragraph

Synthesis in Applied health economics and health policy, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

5 authors.

Sangita ShakyaDeakin Health Economics, School of Health and Social Development, Institute for Health Transformation, Faculty of Health, Deakin University, Geelong, VIC, 3220, Australia. Sangita.shakya@deakin.edu.au.ORCID 0000-0002-9963-7591
Shalika Bohingamu MudiyanselageDeakin Health Economics, School of Health and Social Development, Institute for Health Transformation, Faculty of Health, Deakin University, Geelong, VIC, 3220, Australia.
Suzanne RobinsonDeakin Health Economics, School of Health and Social Development, Institute for Health Transformation, Faculty of Health, Deakin University, Geelong, VIC, 3220, Australia.
Sean RandallDeakin Health Economics, School of Health and Social Development, Institute for Health Transformation, Faculty of Health, Deakin University, Geelong, VIC, 3220, Australia.
Lan GaoDeakin Health Economics, School of Health and Social Development, Institute for Health Transformation, Faculty of Health, Deakin University, Geelong, VIC, 3220, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesWith rising global healthcare expenditures, there is an increasing demand for value-based healthcare (VBHC). Time-driven activity-based costing (TDABC) has been proposed as a key component of VBHC for addressing cost-related challenges. This study aimed to review the application of TDABC in health economic analyses across the continuum of care, explore its methodological advantages, and assess adherence to the 7-step or 8-step methodological reporting frameworks.

methodsThis systematic review was conducted by screening the MEDLINE, Embase, and Scopus databases following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, including all studies published until April 2025. Studies that used TDABC for diagnosis and treatment of health conditions were included, while costing studies involving any surgeries were excluded. The NVivo qualitative data analysis software was used to analyse data through content analyses.

resultsA total of 32 studies met inclusion criteria, including 25 partial economic evaluations (costing) and seven full economic evaluations (EEs). Time-driven activity-based costing was predominantly applied in cancer treatment and management, followed by diabetes care. This methodology proved applicable across all stages of healthcare, helping to accurately identify the cost of care and resource waste, enhancing value in healthcare, and overcoming the current cost accounting challenges. Studies that used hybrid data collection approaches combining direct observation with staff input were more likely to report detailed and actionable cost assessments. Studies using 8-step framework demonstrated improved methodological adherence and reduced reporting variability.

conclusionsTime-driven activity-based costing supports more accurate, transparent, and resource-sensitive health economic analysis enabling informed decision making and system-level efficiency. Its application across diverse care stages and conditions demonstrates its adaptability and relevance for modern health-economic evaluation. Policy makers and healthcare providers should consider adopting TDABC to strengthen costing practices and advance the transition toward value-based healthcare. PROSPERO REGISTRATION NUMBER: ID CRD42023447085.

Indexed as

Cost-Benefit AnalysisHealth ExpendituresTime FactorsHumans

Identifiers

PMID40676406
PMCPMC12535932

What OpenQuestion holds

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LicenceCC BY-NC
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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.