ArticleHealth policy and planning2023
Scaling-up through piloting: dual-track provider payment reforms in China's health system.
Article in Health policy and planning, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 40 papers.
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Who cites it
40 citing papers in PubMed.
- Changes in Hospital Malnutrition Coding Following Diagnosis-Related Group Payment Reform: Evidence From a Chinese Tertiary Hospital.Journal of evaluation in clinical practice · 2026Observational
- Determinants and cost composition of hospitalization for EGVB in decompensated cirrhosis.BMC gastroenterology · 2026Article
- The impact of public hospital performance-based pay scheme reform on revenue structure and service efficiency under the Diagnosis-Intervention Packet payment system: evidence from a pilot city in China.BMC health services research · 2026Article
- An adaptive and interpretable case grouping framework for healthcare payment systems.International journal for equity in health · 2026Article
- Beyond average costs: large-scale evidence on DRG payment reform and the distribution of standardized inpatient spending in China.Health economics review · 2026Article
- The effect of diagnosis-related group policy on treatment cost and treatment efficiency of inpatients with coronary heart disease in Xinjiang: an interrupted time series analysis.Journal of global health · 2026Article
- Impact of government subsidy reforms on primary health care efficiency in rural eastern China: an interrupted time series analysis.BMC health services research · 2026Article
- Financial Heterogeneity During Early Diagnosis-Related Group Payment Reform: A Two-Year Hospital-Based Study.Risk management and healthcare policy · 2026Article
- Impact of Diagnosis-Intervention Packet Compliance Training on Inpatient Expenditures Under Case-Based Payment Reform: A Quasi-Experimental Study Based on Discharge Records.Journal of multidisciplinary healthcare · 2026Article
- Thematic analysis of how general practitioners perceive digital social prescribing as an intervention aiming at promoting psychosocial health and wellbeing in older adults.Frontiers in public health · 2026Article
- Disease and Economic Burden Averted by Hib Vaccination in 160 Countries: A Machine-Learning Analysis.Vaccines · 2025Article
- DRG payment for male reproductive system malignant tumor surgery: analysis and recommendations on resource consumption in a tertiary hospital in China.BMC surgery · 2025Article
- Evaluating for learning and sustainability (ELS) framework: a realist synthesis.BMC health services research · 2025Article
- Effects of DRG/DIP payment reform on hospital pharmacy administration and pharmaceutical services in China: a multicenter cross-sectional study.Frontiers in public health · 2025Article
- Impact of DRG payment reform on revenue and expenditure structure of public hospitals in China: evidence from difference-in-differences analysis.Frontiers in public health · 2025Article
- Research on quantitative evaluation of medical insurance fraud supervision policy based on 'Antecedents-Process-Outcomes' framework.PloS one · 2025Article
- Spatio-temporal evolution of financial sustainability in Chinese public hospitals: evidence from provincial panel data (2010-2022).Frontiers in public health · 2025Article
- Impact of China's primary healthcare reforms on utilisation, payments and self-reported health: a quasi-experimental analysis of a middle-aged and older cohort 2011-2018.BMJ public health · 2025Article
- Cost Shifting in Lung Cancer Inpatient Care Under Diagnosis-Intervention Packet Reform: A Pilot Study in China.Risk management and healthcare policy · 2025Article
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Abstract
Gaining wide prominence in the global health arena, scaling-up increases the coverage of health innovations emerging from pilots and experimental projects to a larger scale. However, scaling-up in the health sector should not follow a linear 'pilot-diffusion' pathway in order to better facilitate local adaptation and policy refinement. This paper puts forth 'scaling-up through piloting' as a distinctive pathway for the strategic management of scaling-up in the health sector. It analyses the recent development of provider payment reforms in China, focusing particularly on the ongoing pilot programmes, namely diagnosis-related groups (DRGs) and diagnosis-intervention packet (DIP), that are being piloted in a dual-track fashion since 2020. Data were drawn from extensive documentary analysis and 20 in-depth interviews with key stakeholders, including decision-makers and implementers. This paper finds that scaling-up through piloting helps Chinese policymakers minimize the vast uncertainties associated with complex payment reforms and maximize the local adaptability of provider payment innovations. This pathway has forged a phased implementation process, allowing new payment models to be tested, evaluated, compared and adjusted in a full spectrum of local contexts before national rollout. The phased implementation creates a 'slower is faster' effect, helping reduce long-term negative consequences arising from improperly managed scaling-up in a complex system. Error detection and correction and recalibration of new policy tools can support national-level policy refinement in a more robust and dynamic fashion. Several key factors have been identified as crucial for strategic scaling-up: necessary central steering, a pragmatic piloting design, strong technical capacity and effective policy learning mechanisms.
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