ReviewPloS one2021
A SBM-DEA based performance evaluation and optimization for social organizations participating in community and home-based elderly care services.
Review in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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
18 citing papers in PubMed.
- Exploring service demands of community-embedded elderly care based on the Kano model: a cross-sectional study in Hefei, China.BMC geriatrics · 2026Article
- Efficiency assessment and demand forecasting in China's primary healthcare system: a comprehensive SBM-DDF-GML analysis.Frontiers in public health · 2026Article
- Innovative development model for high quality elderly care: A study of "chain + virtual elderly care" services in Hengyang City.World journal of methodology · 2025Article
- The spatial effects and influencing factors of inter-provincial health resource allocation efficiency in China.BMC health services research · 2025Article
- A matching method for elderly care service personnel with multiple types of service expectations.PloS one · 2025Article
- Green accounting and ESG-driven eco-efficiency in European financial institutions: A two-stage DEA-CRITIC-TOPSIS evaluation.PloS one · 2025Article
- Enhancing older care services: a comprehensive internet + community home indicator system.BMC public health · 2024Article
- Research on the assignment of elderly care service personnel with time window constraints.Heliyon · 2024Article
- Home Care for the Elderly: An Integrated Approach to Perception, Quality of Life, and Cognition.International journal of environmental research and public health · 2024Article
- Service product family optimization design for demand-driven older adult home care.Frontiers in public health · 2024Article
- Spatial effects of township health centers' health resource allocation efficiency in China.Frontiers in public health · 2024Article
- The Impact of Perceived Community Services for the Elderly on Self-Rated Health: An Analysis Utilizing a Mediated Latent Growth Model.Journal of multidisciplinary healthcare · 2024Article
- Spatiotemporal evolution and influencing factors of the allocation of social care resources for the older adults in China.International journal for equity in health · 2023Article
- Factors related to the internal social capital of elderly-caring social organizations: a cross-sectional study in Chongqing, China.BMC health services research · 2023Article
- Spatial coupling relationship between older adults and elderly care resources in the Yangtze River Delta.PloS one · 2023Article
- Examining coordination and equilibrium: an analysis of supply index and spatial evolution characteristics for older adult services in Zhejiang Province.Frontiers in public health · 2023Article
- Evolutionary game analysis of community elderly care service regulation in the context of "Internet +".Frontiers in public health · 2022Article
- Scoping Review and Bibliometric Analyses on Trends and Design of Adult Daycare Centers.Inquiry : a journal of medical care organization, provision and financingArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The community and home-based elderly care service system has been proved an effective pattern to mitigate the elderly care dilemma under the background of accelerating aging in China. In particular, the participation of social organizations in community and home-based elderly care service has powerfully fueled the multi-supply of elderly care. As the industry of the elderly care service is in the ascendant, the management lags behind, resulting in the waste of significant social resources. Therefore, performance evaluation is proposed to resolve this problem. However, a systematic framework for evaluating performance of community and home-based elderly care service centers (CECSCs) is absent. To overcome this limitation, the SBM-DEA model is introduced in this paper to evaluate the performance of CECSCs. 186 social organizations in Nanjing were employed as an empirical study to develop the systematic framework for performance evaluation. Through holistic analysis of previous studies and interviews with experts, a systematic framework with 33 indicators of six dimensions (i.e., financial management, hardware facilities, team building, service management, service object and organization construction) was developed. Then, Sensitivity Analysis is used to screen the direction of performance optimization and specific suggestions were put forward for government, industrial associations and CECSCs to implement. The empirical study shows the proposed framework using SBM-DEA and sensitivity analysis is viable for conducting performance evaluation and improvement of CECSCs, which is conducive to the sustainable development of CECSCs.
Indexed as
Identifiers
What OpenQuestion 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 OpenQuestion graph.