Evidence map›Paper›PMID 39928638›Full record

ArticlePloS one2025

Quantifying the impacts of volume-based procurement policy on spatial accessibility of antidepressants via generic substitution: A four-city cohort study using drug sales data.

Aoming Xue, Qingyuan Xue, Jiahong Fu, Keye Fan, Jiale Zhang, Peiyan Cai, Yuanyuan Kuang, Yingsong Chen, Jifang Zhou, Bin Jiang

Abstract read
In one paragraph

Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

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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

2 citing papers in PubMed.

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4 · The record

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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

10 authors.

Aoming XueSchool of International Business, China Pharmaceutical University, Jiangsu, China.
Qingyuan XueSchool of health management, Inner Mongolia Medical University, Inner Mongolia, Hohhot, China.
Jiahong FuDepartment of Philosophy, Peking University, Beijing, China.
Keye FanSchool of International Business, China Pharmaceutical University, Jiangsu, China.
Jiale ZhangSchool of Pharmaceutical Sciences, Peking University Health Science Center, Beijing, China.
Peiyan CaiSchool of Pharmaceutical Sciences, China Medical University, Liaoning, Shenyang, China.
Yuanyuan KuangCollege of Pharmacy, Inner Mongolia Medical University, Hohhot, China.
Yingsong ChenNational and Local Joint Engineering Research Center for Mongolian Medicine Research and Development, Tongliao, China.
Jifang ZhouSchool of International Business, China Pharmaceutical University, Jiangsu, China.ORCID https://orcid.org/0000-0003-2590-8667
Bin JiangSchool of Pharmaceutical Sciences, Peking University Health Science Center, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo assess the spatial accessibility and inequality of antidepressants and its correlation with VBP (Volume-based procurement) policy using procurement data from four representative Chinese cities between 2018 and 2020.

methodsThe least-cost-path algorithm was employed to calculate travel time from each population point to the nearest medical institution. Gini coefficient and Theil index were utilized to measure accessibility and inequality. OLS (Ordinary Least Squares) and mediation analysis were used to investigate potential statistical relationships.

resultsUnder the influence of the VBP policy, we observed varying degrees of growth in the procurement volumes of two antidepressants across different cities (Escitalopram: Beijing 30.3%, Shanghai 26.2%, Ningbo 37.4%, Harbin 25.7%; Paroxetine: Beijing 28.2%, Shanghai 1.2%, Ningbo 50.2%, Harbin 590.5%). The increase in the procurement volumes of antidepressants across cities was primarily driven by generic drugs (Escitalopram: Beijing 159.8%, Shanghai 75.0%, Ningbo 146.4%, Harbin 146.3%; Paroxetine: Beijing 67.3%, Shanghai 4.9%, Ningbo 58.0%, Harbin 15,758.3%). In the results on spatial inequality, we observed annual improvements across all cities, with more pronounced progress in economically underdeveloped regions (Escitalopram: Gini in Harbin decreased by 10.6%; Paroxetine: Gini in Harbin decreased by 32.6%). In Beijing, the substitution of generic escitalopram was found to be a partial mediating factor in the improvement of spatial inequality (ACME = -0.00, p-value = 0.01; ADE = -0.00, p-value = 0.02). In Harbin, the substitution of generic paroxetine was identified as a complete mediating factor for spatial inequality (ACME = -0.04, p-value = 0.01; ADE = 0.01, p-value = 0.14).

conclusionsThis study found that the spatial accessibility and inequality of antidepressant medications gradually improved under the influence of the VBP policy. These improvements can be partially attributed to the substitution of generic drugs.

Indexed as

Antidepressive AgentsDrugs, GenericDrug SubstitutionHealth Services AccessibilityChinaCitiesCohort StudiesCommerceEscitalopramHumansParoxetineAntidepressive AgentsDrugs, GenericEscitalopramParoxetine

Identifiers

PMID39928638
PMCPMC11809876

What Socratic holds

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LicenceCC BY
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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 Socratic graph.