ArticleHealth policy and planning2026
Enrollment or dropout: dynamics of social health insurance participation among Chinese children and their impact on health service utilization and medical expenses.
Article in Health policy and planning, 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
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Since children's participation in social health insurance (SHI) in China is voluntary, fluctuations in enrollment or dropout are inevitable. Using data from the two waves of the China Family Panel Study in 2020 and 2022, this study aims to examine these participation dynamics and their impact on children's health service utilization and medical expenses. Specifically, a balanced panel of 1958 children under the age of 15 was constructed, first-difference and difference-in-difference models were employed to assess the factors influencing children's SHI enrollment or dropout, as well as the impact of these changes on health service utilization and medical expenses. Robustness checks were conducted after excluding new enrollees and dropouts separately. Our analysis showed that between 2020 and 2022, 263 children (13.4%) were newly enrolled in SHI, while 135 (6.9%) dropped out. Maternal SHI enrollment increased the likelihood of children's enrollment and reduced the probability of dropout. Children with commercial insurance were 34% less likely to enroll and 58% more likely to dropout. Compared to children with unchanged participation status, newly enrolled children were about 8% more likely to use outpatient services and had 77% higher medical expenses in the past year, whereas no significant changes were observed among those who dropped out. These findings highlight the dynamic nature of children's SHI participation in China and suggest that passive enrollment policies and parental participation could help promote universal coverage. Improving the reimbursement system, particularly for children's outpatient care, is also recommended.
Indexed as
Identifiers
What Socratic 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 Socratic graph.