Literature DB >> 22692252

Opportunities and challenges for comparative effectiveness research (CER) with Electronic Clinical Data: a perspective from the EDM forum.

Erin Holve1, Courtney Segal, Marianne Hamilton Lopez.   

Abstract

INTRODUCTION: The Electronic Data Methods (EDM) Forum brings together perspectives from the Prospective Outcome Systems using Patient-specific Electronic data to Compare Tests and therapies (PROSPECT) studies, the Scalable Distributed Research Networks, and the Enhanced Registries projects. This paper discusses challenges faced by the research teams as part of their efforts to develop electronic clinical data (ECD) infrastructure to support comparative effectiveness research (CER). The findings reflect a set of opportunities for transdisciplinary learning, and will ideally enhance the transparency and generalizability of CER using ECD.
METHODS: Findings are based on 6 exploratory site visits conducted under naturalistic inquiry in the spring of 2011. Themes, challenges, and innovations were identified in the visit summaries through coding, keyword searches, and review for complex concepts.
RESULTS: : The identified overarching challenges and emerging opportunities include: the substantial level of effort to establish and sustain data sharing partnerships; the importance of understanding the strengths and limitations of clinical informatics tools, platforms, and models that have emerged to enable research with ECD; the need for rigorous methods to assess data validity, quality, and context for multisite studies; and, emerging opportunities to achieve meaningful patient and consumer engagement and work collaboratively with multidisciplinary teams. DISCUSSION: The new infrastructure must evolve to serve a diverse set of potential users and must scale to address a range of CER or patient-centered outcomes research (PCOR) questions. To achieve this aim-to improve the quality, transparency, and reproducibility of CER and PCOR-a high level of collaboration and support is necessary to foster partnership and best practices as part of the EDM Forum.

Entities:  

Mesh:

Year:  2012        PMID: 22692252     DOI: 10.1097/MLR.0b013e318258530f

Source DB:  PubMed          Journal:  Med Care        ISSN: 0025-7079            Impact factor:   2.983


  16 in total

1.  A centralized research data repository enhances retrospective outcomes research capacity: a case report.

Authors:  Gregory William Hruby; James McKiernan; Suzanne Bakken; Chunhua Weng
Journal:  J Am Med Inform Assoc       Date:  2013-01-15       Impact factor: 4.497

Review 2.  Clinical research data warehouse governance for distributed research networks in the USA: a systematic review of the literature.

Authors:  John H Holmes; Thomas E Elliott; Jeffrey S Brown; Marsha A Raebel; Arthur Davidson; Andrew F Nelson; Annie Chung; Pierre La Chance; John F Steiner
Journal:  J Am Med Inform Assoc       Date:  2014-03-28       Impact factor: 4.497

3.  Application of An Ontology for Characterizing Data Quality For a Secondary Use of EHR Data.

Authors:  Steven G Johnson; Stuart Speedie; Gyorgy Simon; Vipin Kumar; Bonnie L Westra
Journal:  Appl Clin Inform       Date:  2016-02-10       Impact factor: 2.342

4.  Machine Learned Mapping of Local EHR Flowsheet Data to Standard Information Models using Topic Model Filtering.

Authors:  Steven G Johnson; Lisiane Pruinelli; Bonnie L Westra
Journal:  AMIA Annu Symp Proc       Date:  2020-03-04

Review 5.  Facilitating biomedical researchers' interrogation of electronic health record data: Ideas from outside of biomedical informatics.

Authors:  Gregory W Hruby; Konstantina Matsoukas; James J Cimino; Chunhua Weng
Journal:  J Biomed Inform       Date:  2016-03-10       Impact factor: 6.317

Review 6.  Building a common pediatric research terminology for accelerating child health research.

Authors:  Michael G Kahn; L Charles Bailey; Christopher B Forrest; Michael A Padula; Steven Hirschfeld
Journal:  Pediatrics       Date:  2014-02-17       Impact factor: 7.124

7.  Multi-Institutional Sharing of Electronic Health Record Data to Assess Childhood Obesity.

Authors:  L Charles Bailey; David E Milov; Kelly Kelleher; Michael G Kahn; Mark Del Beccaro; Feliciano Yu; Thomas Richards; Christopher B Forrest
Journal:  PLoS One       Date:  2013-06-18       Impact factor: 3.240

8.  What's Past is Prologue: A Scoping Review of Recent Public Health and Global Health Informatics Literature.

Authors:  Brian E Dixon; Jamie Pina; Hadi Kharrazi; Fardad Gharghabi; Janise Richards
Journal:  Online J Public Health Inform       Date:  2015-07-01

9.  Transparent reporting of data quality in distributed data networks.

Authors:  Michael G Kahn; Jeffrey S Brown; Alein T Chun; Bruce N Davidson; Daniella Meeker; Patrick B Ryan; Lisa M Schilling; Nicole G Weiskopf; Andrew E Williams; Meredith Nahm Zozus
Journal:  EGEMS (Wash DC)       Date:  2015-03-23

10.  Effect identification in comparative effectiveness research.

Authors:  J Michael Oakes
Journal:  EGEMS (Wash DC)       Date:  2013-01-17
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