ArticleFrontiers in public health2025
Determinants of childcare service demand for infants aged 0-3 among the childbearing population in China.
Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
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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.
The trial behind it
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Who cites it
2 citing papers in PubMed.
- The Effect of Communication on Childcare Utilization Intention Among Mothers of Children Under Three Years of Age: A Controlled Trial in China.Behavioral sciences (Basel, Switzerland) · 2026Article
- Uncovering the determinants of infant and toddler childcare demand in less-developed rural China: a machine learning perspective.Frontiers in public health · 2026Article
Corrections and comments
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Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Objectives: This study aims to investigate the demand for childcare services for infants aged 0-3 years among the childbearing population in China and identify its key determinants. Methods: An online survey was conducted in Suzhou, China in August 2024 using a self-designed questionnaire. Information on personal and family characteristics, as well as demand for childcare services, was collected. Descriptive statistics, chi-square tests, and binary logistic regression were used to analyze the determinants of childcare services. Results: Of 5,567 respondents, 45.9% expressed demand for childcare services for children aged 0-3 years. Binary logistic regression identified several significant predictors of demand. Notably, female gender, older age, rural residence, and lower educational attainment were associated with lower demand ( Conclusion: Demand for childcare services was influenced by multiple factors. Enhancing subsidies and rural service accessibility, strengthening institutional credibility, implementing incentives for multi-child families, disseminating childcare knowledge and policy information and facilitating a childcare paradigm shift were recommended.
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Registered trials
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