Literature DB >> 30864884

Integrating Social and Behavioral Determinants of Health into Population Health Analytics: A Conceptual Framework and Suggested Road Map.

Zachary Predmore1, Elham Hatef1,2, Jonathan P Weiner1.   

Abstract

There is growing recognition that social and behavioral risk factors impact population health outcomes. Interventions that target these risk factors can improve health outcomes. This study presents a review of existing literature and proposes a conceptual framework for the integration of social and behavioral data into population health analytics platforms. The authors describe several use cases for these platforms at the patient, health system, and community levels, and align these use cases with the different types of prevention identified by the Centers for Disease Control and Prevention. They then detail the potential benefits of these use cases for different health system stakeholders and explore currently available and potential future sources of social and behavioral domains data. Also noted are several potential roadblocks for these analytic platforms, including limited data interoperability, expense of data acquisition, and a lack of standardized technical terminology for socio-behavioral factors.

Entities:  

Keywords:  population health analytics; public health informatics; risk prediction; social and behavioral determinants of health

Mesh:

Year:  2019        PMID: 30864884     DOI: 10.1089/pop.2018.0151

Source DB:  PubMed          Journal:  Popul Health Manag        ISSN: 1942-7891            Impact factor:   2.459


  5 in total

1.  Social and Behavioral Variables in the Electronic Health Record: A Path Forward to Increase Data Quality and Utility.

Authors:  Elyse C Lasser; Julia M Kim; Elham Hatef; Hadi Kharrazi; Jill A Marsteller; Lisa Ross DeCamp
Journal:  Acad Med       Date:  2021-07-01       Impact factor: 7.840

2.  Complexity in partnerships: A qualitative examination of collaborative depression care in primary care clinics and community-based organisations in California, United States.

Authors:  Stuart Henderson; Jenny L Wagner; Melissa M Gosdin; Theresa J Hoeft; Jürgen Unützer; Laura Rath; Ladson Hinton
Journal:  Health Soc Care Community       Date:  2020-02-12

3.  Integrating social and behavioral determinants of health into patient care and population health at Veterans Health Administration: a conceptual framework and an assessment of available individual and population level data sources and evidence-based measurements.

Authors:  Elham Hatef; Zachary Predmore; Elyse C Lasser; Hadi Kharrazi; Karin Nelson; Idamay Curtis; Stephan Fihn; Jonathan P Weiner
Journal:  AIMS Public Health       Date:  2019-07-03

4.  Food insecurity status is of added value in explaining poor health: a cross-sectional study among parents living in disadvantaged neighbourhoods in the Netherlands.

Authors:  Laura A van der Velde; Ewout W Steyerberg; Mattijs E Numans; Jessica C Kiefte-de Jong
Journal:  BMJ Open       Date:  2022-02-09       Impact factor: 2.692

5.  Precision Public Health for Non-communicable Diseases: An Emerging Strategic Roadmap and Multinational Use Cases.

Authors:  Oliver J Canfell; Kamila Davidson; Leanna Woods; Clair Sullivan; Noelle M Cocoros; Michael Klompas; Bob Zambarano; Elizabeth Eakin; Robyn Littlewood; Andrew Burton-Jones
Journal:  Front Public Health       Date:  2022-04-08
  5 in total

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