Comparative-effectiveness research in distributed health data networks
- PMID: 22030567
- DOI: 10.1038/clpt.2011.236
Comparative-effectiveness research in distributed health data networks
Abstract
Comparative-effectiveness research (CER) can be conducted within a distributed health data network. Such networks allow secure access to separate data sets from different data partners and overcome many practical obstacles related to patient privacy, data security, and proprietary concerns. A scalable network architecture supports a wide range of CER activities and meets the data infrastructure needs envisioned by the Federal Coordinating Council for Comparative Effectiveness Research.
Similar articles
-
Development of a privacy and security policy framework for a multistate comparative effectiveness research network.Med Care. 2013 Aug;51(8 Suppl 3):S66-72. doi: 10.1097/MLR.0b013e31829b1d9f. Med Care. 2013. PMID: 23774516
-
Privacy and security requirements of distributed computer based patient records.Int J Biomed Comput. 1994 Feb;35 Suppl:57-64. Int J Biomed Comput. 1994. PMID: 8188423
-
Privacy and security for electronic health records.Hastings Cent Rep. 2005 Nov-Dec;35(6):49. Hastings Cent Rep. 2005. PMID: 16396204 No abstract available.
-
Building the informatics infrastructure for comparative effectiveness research (CER): a review of the literature.Med Care. 2012 Jul;50 Suppl:S38-48. doi: 10.1097/MLR.0b013e318259becd. Med Care. 2012. PMID: 22692258 Review.
-
Informatics in action: lessons learned in comparative effectiveness research.Cancer J. 2011 Jul-Aug;17(4):235-8. doi: 10.1097/PPO.0b013e31822c3944. Cancer J. 2011. PMID: 21799331 Review.
Cited by
-
Study protocol: a mixed-methods study of the implementation of doula care to address racial health equity in six state Medicaid programs.Health Res Policy Syst. 2024 Aug 8;22(1):98. doi: 10.1186/s12961-024-01185-9. Health Res Policy Syst. 2024. PMID: 39118099 Free PMC article.
-
Accommodating time-varying heterogeneity in risk estimation under the Cox model: a transfer learning approach.J Am Stat Assoc. 2023;118(544):2276-2287. doi: 10.1080/01621459.2023.2210336. Epub 2023 Jun 26. J Am Stat Assoc. 2023. PMID: 38505403 Free PMC article.
-
A Tree-based Model Averaging Approach for Personalized Treatment Effect Estimation from Heterogeneous Data Sources.Proc Mach Learn Res. 2022 Jul;162:21013-21036. Proc Mach Learn Res. 2022. PMID: 38084268 Free PMC article.
-
Factors Influencing the Acceptance of Distributed Research Networks in Korea: Data Accessibility and Data Security Risk.Healthc Inform Res. 2023 Oct;29(4):334-342. doi: 10.4258/hir.2023.29.4.334. Epub 2023 Oct 31. Healthc Inform Res. 2023. PMID: 37964455 Free PMC article.
-
Outpatient follow-up and use of medications for opioid use disorder after residential treatment among Medicaid enrollees in 10 states.Drug Alcohol Depend. 2022 Dec 1;241:109670. doi: 10.1016/j.drugalcdep.2022.109670. Epub 2022 Oct 21. Drug Alcohol Depend. 2022. PMID: 36332591 Free PMC article.
Publication types
MeSH terms
Grants and funding
LinkOut - more resources
Full Text Sources
