Objectives: Little research has utilized population level data to test the association between community health outcomes and (i) hospital-sponsored community services that facilitate access to care and (ii) hospital-sponsored community building services in the USA. Therefore, the purpose of this study was to examine these relationships.
Methods: A secondary data analysis of the 2016 County Health Rankings and American Hospital Association databases was conducted via zero-truncated negative Binomial regression.
Results: Findings indicate a statistically significant difference between the number of community healthcare access services and community building services with county's rank of health behavior. However, no statistically significant differences were found between the number of community healthcare access services and community building services with county rankings of length of life, quality of life or clinical care.
Conclusions: Our findings suggest that quality measures of services may play a more important role in community health improvement and that there is opportunity for hospitals to revamp the way in which community health needs assessments are conducted. Additional federal action is needed to standardize hospital sponsored community health service data reporting so that practitioners, hospital administrators and researchers can more specifically define hospitals' role in public health protection in the USA.
Download full-text PDF |
Source |
|---|---|
| http://dx.doi.org/10.1093/pubmed/fdy007 | DOI Listing |
Publication Analysis
Top Keywords
Similar Publications
In the context of Chinese clinical texts, this paper aims to propose a deep learning algorithm based on Bidirectional Encoder Representation from Transformers (BERT) to identify privacy information and to verify the feasibility of our method for privacy protection in the Chinese clinical context. We collected and double-annotated 33,017 discharge summaries from 151 medical institutions on a municipal regional health information platform, developed a BERT-based Bidirectional Long Short-Term Memory Model (BiLSTM) and Conditional Random Field (CRF) model, and tested the performance of privacy identification on the dataset. To explore the performance of different substructures of the neural network, we created five additional baseline models and evaluated the impact of different models on performance.
View Article and Find Full Text PDFThe 18 Workshop on Recent Issues in Bioanalysis (18 WRIB) took place in San Antonio, TX, USA on May 6-10, 2024. Over 1100 professionals representing pharma/biotech companies, CROs, and multiple regulatory agencies convened to actively discuss the most current topics of interest in bioanalysis. The 18 WRIB included 3 Main Workshops and 7 Specialized Workshops that together spanned 1 week to allow an exhaustive and thorough coverage of all major issues in bioanalysis of biomarkers, immunogenicity, gene therapy, cell therapy and vaccines.
View Article and Find Full Text PDFBackground/aims: Certain sociodemographic groups are routinely underrepresented in clinical trials, limiting generalisability. Here, we describe the extent to which enriched enrolment approaches yielded a diverse trial population enriched for older age in a randomised controlled trial of a blood-based multi-cancer early detection test (NCT05611632).
Methods: Participants aged 50-77 years were recruited from eight Cancer Alliance regions in England.
Want AI Summaries of new PubMed Abstracts delivered to your In-box?
Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!