ArticleJournal of the American Medical Directors Association2025
Compiling Data of Workforce Policies: A Data Compendium About Direct Care Workers Caring for People With Dementia.
Article in Journal of the American Medical Directors Association, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
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Authors and funding
3 authors.
Funding
Abstract
Direct care workers in long-term care settings are essential to provide care for older adults and people with disabilities who have daily needs. There is an increasing demand for an adequately sized and well-prepared direct care workforce to support people living with dementia due to its rising prevalence. However, a lack of standardized policies and data leaves researchers and policymakers with little evidence to guide the development and refinement of workforce policies. The National Institute on Aging-funded Advancing Workforce Analysis and Research for Dementia Network is developing a compendium of policies and programs related to the demand, supply, working conditions, and skills of direct care workers, including dementia care-related attributes. For each policy, the compendium provides a description of the policy, an annotated list of related datasets, and a downloadable harmonized dataset with research-ready data. The data compendium is innovative in its organization of data and resources by policy topic. It encompasses a diverse range of sources, including government reports, organizational resources, large datasets, and data collected by researchers, and it can be linked with other data sources. The creation of a crowd-sourced repository of data on state and federal regulations in the United States will facilitate the rapid advancement of research and development for early stage researchers. The data compendium identifies research gaps that can be filled by leveraging these data, which have the potential to inform evidence-based policy and program development related to the long-term care workforce.
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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.