ArticleFrontiers in public health2026
Association of DRG-based payment reform with inpatient costs and resource use among older adults: an interrupted time series study in a county-level referral hospital in China.
Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: China has rapidly expanded its diagnosis-related group (DRG)-based payment reform; however, evidence primarily focuses on urban pilots or specific disease cohorts. There is limited understanding of how DRG implementation affects out-of-pocket (OOP) spending, cost composition, and resource utilization among older adults treated in county-level referral hospitals. Methods: We conducted a retrospective interrupted time series study utilizing administrative inpatient data from a tertiary county-level referral hospital in eastern China. From July 1, 2021, to July 31, 2025, we identified 154,744 admissions among adults aged ≥60. The outcomes assessed included total costs, out-of-pocket costs, drug costs, material costs, examination/laboratory costs, and length of stay (LOS). The primary analysis used admission-level segmented regression with standard errors clustered by calendar month. Supplementary analyses used monthly aggregated models with Newey-West standard errors and exploratory disease-group heterogeneity analyses. Results: In the adjusted admission-level interrupted time series models, the implementation of DRG was associated with an immediate reduction in OOP costs ( Conclusion: Among older adult inpatients in a county-level referral hospital in China, DRG-based payment reform was associated with lower patient OOP but longer hospital stays. Its effects on total spending and cost composition were less consistent and varied across disease groups.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.