Evidence map›Paper›PMID 42745976›Full record

ArticleFrontiers in public health2026

CHS-DRG 2.0 and insurance-specific patient cost sharing in gestational diabetes admissions: a regression discontinuity in time study.

Senhua Chen, Shen Huang, Ling Lan, Yulong Zhang

Abstract read
In one paragraph

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.

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

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

4 authors.

Senhua Chen *Fujian Maternity and Child Health Hospital, Fuzhou, China.
Shen Huang *Fujian Maternity and Child Health Hospital, Fuzhou, China.
Ling LanFujian Maternity and Child Health Hospital, Fuzhou, China.
Yulong ZhangFujian Maternity and Child Health Hospital, Fuzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: Diagnosis-related group reform aims to restrain inpatient spending, but obstetric evaluations commonly emphasize average hospital costs rather than insurance-specific patient cost sharing. We evaluated early discontinuities associated with CHS-DRG 2.0 in hospitalization costs, out-of-pocket (OOP) payment, self-pay ratio, and selected perinatal outcomes among gestational diabetes mellitus (GDM) admissions. Methods: We analyzed 8,690 singleton GDM delivery admissions at a tertiary maternal and child health hospital in Fujian, China. The main cohort excluded eight stays exceeding 60 days, consistent with the policy DRG-management scope. We classified policy period from the recorded admission date under the provincial rule: admissions before 1 January 2025, including cross-cutoff stays, remained under the prior payment arrangement; admissions on or after that date entered the CHS-DRG 2.0 policy period. Actual DRG assignment and claim settlement were unavailable. Local linear regression discontinuity in time models used triangular kernels, data-driven bandwidths, robust bias-corrected confidence intervals, and discharge-day-clustered standard errors. Results: The admission-date cutoff was not associated with a precise discontinuity in total hospitalization cost (estimate, -42.10 CNY; 95% CI, -1,158.46 to 1,074.26; Conclusion: The admission-date policy boundary was associated with a larger reduction in relative patient cost sharing among resident-insured GDM admissions. Discontinuous admission density at the cutoff and possible concurrent calendar-time changes limit causal attribution and preclude inference about a specific payment mechanism. Payment-reform evaluations should jointly assess insurance-specific patient cost sharing, provider expenditure, and clinical outcomes.

Indexed as

Cost SharingDiabetes, GestationalChinaDiagnosis-Related GroupsFemaleHospital CostsHumansInsurance, HealthPregnancyCHS-DRG 2.0gestational diabetes mellitushealth insurancepatient cost sharingregression discontinuity in time

Identifiers

PMID42745976
PMCPMC13575385

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.