ArticleEGEMS (Washington, DC)2014
The HMO Research Network Virtual Data Warehouse: A Public Data Model to Support Collaboration.
Article in EGEMS (Washington, DC), 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 325 papers, 2 of them syntheses that pooled it.
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
325 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Development and Application of an Active Pharmacovigilance Framework Based on Electronic Healthcare Records from Multiple Centers in Korea.Drug safety · 2023Pooled it
- Implementation of data access and use procedures in clinical data warehouses. A systematic review of literature and publicly available policies.BMC medical informatics and decision making · 2020Pooled it
- Cost-Effectiveness of Remote Cognitive-Behavioral-Based Therapy for Chronic Pain Among People With High-Impact Chronic Pain.Value in health : the journal of the International Society for Pharmacoeconomics and Outcomes Research · 2026Trial
- Trial
- Central Nervous System Polypharmacy Among People Living With Dementia.Journal of the American Medical Directors Association · 2025Trial
- Evaluating the Safety of an Educational Deprescribing Intervention: Lessons from the Optimize Trial.Drugs & aging · 2024Trial
- Effect of a Randomized Trial of a Web-Based Intervention on Patient-Provider Communication About Breast Density.Journal of women's health (2002) · 2021Trial
- Effect of Personalized Breast Cancer Risk Tool on Chemoprevention and Breast Imaging: ENGAGED-2 Trial.JNCI cancer spectrum · 2021Trial
- Digital Communication Technology: Does Offering a Choice of Modality Improve Medication Adherence and Outcomes in a Persistent Asthma Population?The Permanente journal · 2020Trial
- Article
- Trends in annual medication possession in older adults with type 2 diabetes.Journal of managed care & specialty pharmacy · 2026Article
- Development and Validation of an Electronic Health Record-Derived Prediction Model for Preventing COVID-19 Hospitalization and Death.Prevention science : the official journal of the Society for Prevention Research · 2026Article
- Augmenting structured diagnoses through effective use of pre-trained large language models on clinical notes.JAMIA open · 2026Article
- Incidence and mortality trends after introduction of lung cancer screening in a community-based healthcare system.Cancer epidemiology · 2026Article
- Evaluating the Association of a Self-Guided, Asynchronous, Balance Exercise Application on Fall-Related Injuries.Journal of the American Geriatrics Society · 2026Article
- Rule-Based Algorithm to Identify Recurrent Non-Hodgkin Lymphoma in Electronic Health Data.JCO clinical cancer informatics · 2026Article
- Clinician- and facility-level factors associated with chemotherapy dose reductions in stages I-IIIA breast cancer.Journal of the National Cancer Institute · 2026Article
- Caregivers with poorer health are less likely to engage in an intervention to prepare for their own health care emergency.The Gerontologist · 2026Article
- IgAN and Risks of Kidney and Cardiovascular Events and Death.Kidney international reports · 2026Article
- Transitions Within and Use of Outpatient Primary and Oncology Care in Survivors of Adolescent and Young Adult-Onset Cancers.JCO oncology practice · 2026Article
265 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
The HMO Research Network (HMORN) Virtual Data Warehouse (VDW) is a public, non-proprietary, research-focused data model implemented at 17 health care systems across the United States. The HMORN has created a governance structure and specified policies concerning the VDW's content, development, implementation, and quality assurance. Data extracted from the VDW have been used by thousands of studies published in peer-reviewed journal articles. Advances in software supporting care delivery and claims processing and the availability of new data sources have greatly expanded the data available for research, but substantially increased the complexity of data management. The VDW data model incorporates software and data advances to ensure that comprehensive, up-to-date data of known quality are available for research. VDW governance works to accommodate new data and system complexities. This article highlights the HMORN VDW data model, its governance principles, data content, and quality assurance procedures. Our goal is to share the VDW data model and its operations to those wishing to implement a distributed interoperable health care data system.
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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.