Evidence map›Paper›PMID 42816084›Full record

Observational studyBMJ open2026

Temporal trends and regional disparities in costs and affordability of non-insulin antidiabetic drugs in China, 2015-2022: a retrospective observational study.

Xingchen Liu, Fengping Lei, Sundus Shukar, Xingyu Liu, Haoqi Wei, Chen Chen, Yu Fang, Caijun Yang

Abstract readMulticenter StudyObservational Study
In one paragraph

Observational study in BMJ open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

8 authors.

Xingchen Liu *Department of Pharmacy Administration, Xi'an Jiaotong University, Xi'an, Shaanxi, China.
Fengping Lei *Department of Pharmacy Administration, Xi'an Jiaotong University, Xi'an, Shaanxi, China.ORCID http://orcid.org/0009-0005-2133-9462
Sundus ShukarDepartment of Pharmacy Administration, Xi'an Jiaotong University, Xi'an, Shaanxi, China.
Xingyu LiuDepartment of Pharmacy Administration, Xi'an Jiaotong University, Xi'an, Shaanxi, China.
Haoqi WeiDepartment of Pharmacy Administration, Xi'an Jiaotong University, Xi'an, Shaanxi, China.
Chen ChenDepartment of Pharmacy Administration, Xi'an Jiaotong University, Xi'an, Shaanxi, China.
Yu FangDepartment of Pharmacy Administration, Xi'an Jiaotong University, Xi'an, Shaanxi, China.ORCID http://orcid.org/0000-0002-8628-9030
Caijun YangDepartment of Pharmacy Administration, Xi'an Jiaotong University, Xi'an, Shaanxi, China yangcj@xjtu.edu.cn.ORCID http://orcid.org/0000-0001-6615-5425

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesTo assess temporal trends and regional disparities in the costs and affordability of non-insulin antidiabetic drugs in China between 2015 and 2022.

designA retrospective observational study using monthly provincial procurement data.

setting27 provincial-level administrative regions in mainland China from 2015 to 2022.

participantsNo individual participants were included. The units of analysis were aggregated monthly procurement records for 29 non-insulin antidiabetic drugs classified into nine therapeutic categories. PRIMARY AND SECONDARY OUTCOME MEASURES: The primary outcomes were the 30-day treatment cost and affordability ratio of non-insulin antidiabetic drugs at the national and regional levels. The 30-day treatment cost was calculated using defined daily doses and affordability was assessed as the ratio of the 30-day treatment cost to the corresponding minimum daily wage. Secondary outcomes included temporal changes in costs and affordability by therapeutic category, active ingredient and region.

resultsNational average monthly costs fluctuated before 2019, reaching a peak of US$18.53 in 2019 and subsequently declined to US$11.34 in 2022. Costs declined across all therapeutic categories from 2019 to 2022, although the magnitude of reduction varied considerably. Affordability also improved over the study period, but substantial differences remained across therapeutic categories. By 2022, only biguanides and sulfonylureas had achieved good affordability at the category level, while several other categories remained above the affordability threshold. Regional disparities persisted throughout the study period; in 2022, affordability was relatively more favourable in the central region and poorer in the northwest, and no region achieved overall good affordability.

conclusionsBetween 2015 and 2022, the cost and affordability of non-insulin antidiabetic drugs in China improved overall, but disparities persisted across therapeutic categories and regions. These findings highlight the continuing challenge of ensuring equitable access to higher-cost therapies and provide a historical benchmark for evaluating subsequent changes in drug costs and affordability.

Indexed as

Drug CostsHypoglycemic AgentsChinaHumansRetrospective StudiesHypoglycemic AgentsChinaHEALTH ECONOMICSMedicine

Identifiers

PMID42816084
PMCPMC13630034

What Socratic 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 Socratic graph.