ArticlePediatric research2023
Case-mix adjustment of patient-reported experience measures in National Regional Center for Pediatric.
Article in Pediatric research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
What it found
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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.
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Who cites it
2 citing papers in PubMed.
- Doctor-child communication and caregivers' willingness to recommend hospital: a secondary analysis using pediatric patient experience data.Translational pediatrics · 2026Article
- Disparities in gynecological care capacity in China: a national assessment using the structure-process-outcome framework.BMC health services research · 2026Article
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Authors and funding
4 authors.
Funding
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Abstract
backgroundThe aim of the study was to identify case-mix adjusters for the Chinese version of the Child Hospital Consumer Assessment of Healthcare Providers and Systems (Child-HCAHPS) and assess the impact of case-mix adjustment on patient experience measures in China.
methodsThis study analyzed data collected from six National Regional Center for Pediatric across China retrospectively. Participants were children aged ≤17 years and their guardians who completed the survey. The Chinese Child-HCAHPS was used to measure pediatric inpatient care experience. Candidate case-mix adjusters were assessed using a summary measure of explanatory power. Changes in scores and rankings of the six centers were quantified to assess the impact of adjustment.
resultsA total of 2708 respondents completed the survey from January to March 2021, with a response rate of 7-15%. The child's global health status and the respondent being the child's mother were identified as case-mix adjusters, and case-mix adjustment models for 18 patient experience items were constructed. Kendall's τ correlation of hospital rankings before and after adjustment ranged from 0.73 to 1.00.
conclusionsAlthough the impact of case-mix adjustment may appear modest in our sample, it demonstrated the feasibility, necessity, and methodology for further development of case-mix adjustment models in pediatric healthcare facilities in China. IMPACT: Case-mix adjustment models adjust for factors that are unamendable by healthcare providers that may affect patient experience ratings, thereby improving the comparability of institutional-level ratings. Standardized case-mix adjustment protocols for quality measures need to be modified in different settings. This is the first study to identify adjustment variables and the possible impact of case-mix adjustment on pediatric inpatients' experience measures in a Chinese population. This study provided evidence on the feasibility and necessity for further development of case-mix adjustment models for pediatric healthcare facilities in China.
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