Evidence map›Paper›PMID 42876991›Full record

ArticleFrontiers in medicine2026

Drug-cost trajectories after national volume-based procurement in Chinese public hospitals: a 31-province interrupted time-series analysis.

Jing Mao, Guangqi Liu

Abstract read
In one paragraph

Article in Frontiers in medicine, 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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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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.

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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

2 authors.

Jing MaoShanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Guangqi LiuShanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: China's national volume-based procurement (NVBP) policy reduced prices for selected medicines, but national aggregate drug-cost trends are exposed to concurrent reforms and nonlinear prepolicy trajectories. We assessed public-hospital drug-cost trajectories around 2019 and explored hospital revenue structure. Methods: This uncontrolled ecological interrupted time-series study used a balanced panel of 31 province-level units from 2011 through 2024 (434 province-years). Province fixed-effects segmented regressions estimated immediate level and annual trend changes in per-encounter drug costs and drug-cost shares. Sensitivity analyses examined nonlinear and piecewise pretrends, non-drug costs as a control series, calendar-year fixed effects in drug-versus-non-drug comparative models, consumer-price-index deflation, multiple testing, and influential years. Revenue structure was described in 35 observations from 4 data-available provinces, with wild cluster bootstrap inference reported only as exploratory. Results: No primary outcome showed a clear immediate 2019 level change (all

Indexed as

Chinadrug costsinterrupted time seriespublic hospitalsrevenue structurevolume-based procurement

Identifiers

PMID42876991
PMCPMC13661909

What OpenQuestion holds

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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.