ArticleJournal of healthcare informatics research2018
Building an Open Health Data Analytics Platform: a Case Study Examining Relationships and Trends in Seniority and Performance in Healthcare Providers.
Article in Journal of healthcare informatics research, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 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
2 citing papers in PubMed.
- Systematic analysis of healthcare big data analytics for efficient care and disease diagnosing.Scientific reports · 2022Article
- Rising Mental Health Incidence Among Adolescents in Westchester, NY.Community mental health journal · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
With a movement toward an open data-driven approach, governments worldwide are releasing public data in an effort to increase transparency. Despite the availability of this data, many factors make it difficult for anyone to extract knowledge from it. The relationship between seniority and performance is a controversial issue in many fields; using an open and reproducible framework, we investigate the relationship in open healthcare data. Using data from the Center for Medicare and Medicaid Services covering 895,000 practitioners and 3000 hospitals, weak but statistically significant correlations between graduation year, a proxy for seniority, and the hospital value-based performance score were found in 29 of 74 specialties (Spearman rank correlation values < 0.164,
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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.