{"title":"Efficiency and productivity of county-level CDCs in Qingdao municipal, China: a retrospective study based on 6 years of panel data.","authors":"Chongyi Wang, Kunzheng Lyu, Dan Lin, Mile Lin, Ying Zhang, Ayan Mao, Yujie Yang, Wuqi Qiu","doi":"10.1186/s12913-025-13478-y","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>County-level Centers for Disease Control and Prevention (CDCs) are the foundational units of China's public health system. The COVID-19 pandemic has highlighted the shortcomings of the system, making it urgent to strengthen the functions of county-level CDCs. The efficiency and equity of resource allocation are crucial for enhancing public health outcomes. Therefore, this study aimed to evaluate six-year trends (2018-2023) in equity and efficiency of resource allocation among the ten county-level CDCs in Qingdao and to identify actionable measures for optimizing grassroots public-health capacity in the post-COVID-19 era.</p><p><strong>Methods: </strong>We used Gini coefficient and Lorenz curve to assess the equity of resource allocation in the county-level CDCs in Qingdao. The efficiency of CDCs was evaluated using data envelopment analysis (DEA) and Bootstrap DEA. Efficiency change was analyzed by employing the Malmquist productivity index (MPI).</p><p><strong>Results: </strong>The health resources at the Qingdao CDCs showed an overall upward trend from 2018 to 2023. During 2018-2023, CDC personnel allocation showed good equity in demographic and economic dimensions (Gini < 0.3), but suboptimal equity in geographic distribution (Gini 0.3-0.5). The average technical efficiency was 0.940, pure technical efficiency averaged 0.995, and scale efficiency was 0.944. Among 10 CDCs, 50% achieved DEA efficiency. According to the total factor productivity (TFP) reflected by the indicator system constructed in this study, TFP grew at a rate of 6.0% between 2022 and 2023. Changes in technical efficiency change (TEC) and scale efficiency change (SEC) generally exceeded those in technological progress (TC).</p><p><strong>Conclusion: </strong>In order to enhance the equity and efficiency of resource allocation in county-level CDCs in Qingdao City. The government needs to adopt targeted policies, such as implementing flexible staffing adjustments, increasing the number of technical personnel and senior experts, and strengthening continuous training to enhance workforce capabilities. Also, fiscal efficiency should be enhanced by linking fund allocation with performance evaluation. Meanwhile, accelerating technological modernization and enhancing technological capabilities through digital tools and management innovation are crucial. Overall, these comprehensive measures aim to enhance resource utilization efficiency and strengthen the resilience of public health services.</p><p><strong>Clinical trial number: </strong>Not applicable.</p>","PeriodicalId":9012,"journal":{"name":"BMC Health Services Research","volume":"25 1","pages":"1275"},"PeriodicalIF":3.0000,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12487235/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"BMC Health Services Research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s12913-025-13478-y","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"HEALTH CARE SCIENCES & SERVICES","Score":null,"Total":0}
引用次数: 0
Abstract
Background: County-level Centers for Disease Control and Prevention (CDCs) are the foundational units of China's public health system. The COVID-19 pandemic has highlighted the shortcomings of the system, making it urgent to strengthen the functions of county-level CDCs. The efficiency and equity of resource allocation are crucial for enhancing public health outcomes. Therefore, this study aimed to evaluate six-year trends (2018-2023) in equity and efficiency of resource allocation among the ten county-level CDCs in Qingdao and to identify actionable measures for optimizing grassroots public-health capacity in the post-COVID-19 era.
Methods: We used Gini coefficient and Lorenz curve to assess the equity of resource allocation in the county-level CDCs in Qingdao. The efficiency of CDCs was evaluated using data envelopment analysis (DEA) and Bootstrap DEA. Efficiency change was analyzed by employing the Malmquist productivity index (MPI).
Results: The health resources at the Qingdao CDCs showed an overall upward trend from 2018 to 2023. During 2018-2023, CDC personnel allocation showed good equity in demographic and economic dimensions (Gini < 0.3), but suboptimal equity in geographic distribution (Gini 0.3-0.5). The average technical efficiency was 0.940, pure technical efficiency averaged 0.995, and scale efficiency was 0.944. Among 10 CDCs, 50% achieved DEA efficiency. According to the total factor productivity (TFP) reflected by the indicator system constructed in this study, TFP grew at a rate of 6.0% between 2022 and 2023. Changes in technical efficiency change (TEC) and scale efficiency change (SEC) generally exceeded those in technological progress (TC).
Conclusion: In order to enhance the equity and efficiency of resource allocation in county-level CDCs in Qingdao City. The government needs to adopt targeted policies, such as implementing flexible staffing adjustments, increasing the number of technical personnel and senior experts, and strengthening continuous training to enhance workforce capabilities. Also, fiscal efficiency should be enhanced by linking fund allocation with performance evaluation. Meanwhile, accelerating technological modernization and enhancing technological capabilities through digital tools and management innovation are crucial. Overall, these comprehensive measures aim to enhance resource utilization efficiency and strengthen the resilience of public health services.
期刊介绍：
BMC Health Services Research is an open access, peer-reviewed journal that considers articles on all aspects of health services research, including delivery of care, management of health services, assessment of healthcare needs, measurement of outcomes, allocation of healthcare resources, evaluation of different health markets and health services organizations, international comparative analysis of health systems, health economics and the impact of health policies and regulations.
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