Literature DB >> 33530939

Implementation outcomes of Humanwide: integrated precision health in team-based family practice primary care.

Cati G Brown-Johnson1, Nadia Safaeinili2, Juliana Baratta2, Latha Palaniappan2, Megan Mahoney2, Lisa G Rosas2, Marcy Winget2.   

Abstract

BACKGROUND: Humanwide was precision health embedded in primary care aiming to leverage high-tech and high-touch medicine to promote wellness, predict and prevent illness, and tailor treatment to individual medical and psychosocial needs.
METHODS: We conducted a study assessing implementation outcomes to inform spread and scale, using mixed methods of semi-structured interviews with diverse stakeholders and chart reviews. Humanwide included: 1) health coaching; 2) four digital health tools for blood-pressure, weight, glucose, and activity; 3) pharmacogenomic testing; and 4) genetic screening/testing. We examined implementation science constructs: reach/penetration, acceptability, feasibility, and sustainability. Chart reviews captured preliminary clinical outcomes.
RESULTS: Fifty of 69 patients (72%) invited by primary care providers participated in the Humanwide pilot. We performed chart reviews for the 50 participating patients. Participants were diverse overall (50% non-white, 66% female). Over half of the participants were obese and 58% had one or more major cardiovascular risk factor: dyslipidemia, hypertension, diabetes. Reach/penetration of Humanwide components varied: pharmacogenomics testing 94%, health coaching 80%, genetic testing 72%, and digital health 64%. Interview participants (n=27) included patients (n=16), providers (n=9), and the 2 staff who were allocated dedicated time for Humanwide patient intake and orientation. Patients and providers reported Humanwide was acceptable; it engaged patients holistically, supported faster medication titration, and strengthened patient-provider relationships. All patients benefited clinically from at least one Humanwide component. Feasibility challenges included: low provider self-efficacy for interpreting genetics and pharmacogenomics; difficulties with data integration; patient technology challenges; and additional staffing needs. Patient financial burden concerns surfaced with respect to sustainability.
CONCLUSION: This is the first report of implementation of a multi-component precision health model embedded in team-based primary care. We found acceptance from both patients and providers; however, feasibility barriers must be overcome to enable broad spread and sustainability. We found that barriers to implementation of precision health in a team-based primary care clinic are mundane and straightforward, though not necessarily easy to overcome. Future implementation endeavors should invest in basics: education, workflow, and reflection/evaluation. Strengthening fundamentals will enable healthcare systems to more nimbly accept the responsibility of meeting patients at the crossroads of innovative science and routinized clinical systems.

Entities:  

Keywords:  Digital health; Genetic testing; Implementation science; Mixed methods; Pharmacogenomics; Precision health; Primary care

Year:  2021        PMID: 33530939      PMCID: PMC7856755          DOI: 10.1186/s12875-021-01373-4

Source DB:  PubMed          Journal:  BMC Fam Pract        ISSN: 1471-2296            Impact factor:   2.497


  17 in total

Review 1.  Patient-Centered Precision Health In A Learning Health Care System: Geisinger's Genomic Medicine Experience.

Authors:  Marc S Williams; Adam H Buchanan; F Daniel Davis; W Andrew Faucett; Miranda L G Hallquist; Joseph B Leader; Christa L Martin; Cara Z McCormick; Michelle N Meyer; Michael F Murray; Alanna K Rahm; Marci L B Schwartz; Amy C Sturm; Jennifer K Wagner; Janet L Williams; Huntington F Willard; David H Ledbetter
Journal:  Health Aff (Millwood)       Date:  2018-05       Impact factor: 6.301

2.  Humanwide: A Comprehensive Data Base for Precision Health in Primary Care.

Authors:  Megan R Mahoney; Steven M Asch
Journal:  Ann Fam Med       Date:  2019-05       Impact factor: 5.166

3.  Primary Care 2.0: Design of a Transformational Team-Based Practice Model to Meet the Quadruple Aim.

Authors:  Cati G Brown-Johnson; Garrett K Chan; Marcy Winget; Jonathan G Shaw; Kendra Patton; Rumana Hussain; J Nwando Olayiwola; Sang-Ick Chang; Megan Mahoney
Journal:  Am J Med Qual       Date:  2018-11-09       Impact factor: 1.852

Review 4.  Pharmacogenomics in the clinic.

Authors:  Mary V Relling; William E Evans
Journal:  Nature       Date:  2015-10-15       Impact factor: 49.962

Review 5.  Primary care providers' cancer genetic testing-related knowledge, attitudes, and communication behaviors: A systematic review and research agenda.

Authors:  Jada G Hamilton; Ekland Abdiwahab; Heather M Edwards; Min-Lin Fang; Andrew Jdayani; Erica S Breslau
Journal:  J Gen Intern Med       Date:  2016-12-19       Impact factor: 5.128

6.  Fostering implementation of health services research findings into practice: a consolidated framework for advancing implementation science.

Authors:  Laura J Damschroder; David C Aron; Rosalind E Keith; Susan R Kirsh; Jeffery A Alexander; Julie C Lowery
Journal:  Implement Sci       Date:  2009-08-07       Impact factor: 7.327

7.  Incidental findings of uncertain significance: To know or not to know--that is not the question.

Authors:  Bjørn Hofmann
Journal:  BMC Med Ethics       Date:  2016-02-13       Impact factor: 2.652

8.  Personalized Hypertension Management Using Patient-Generated Health Data Integrated With Electronic Health Records (EMPOWER-H): Six-Month Pre-Post Study.

Authors:  Nan Lv; Lan Xiao; Martha L Simmons; Lisa G Rosas; Albert Chan; Martin Entwistle
Journal:  J Med Internet Res       Date:  2017-09-19       Impact factor: 5.428

9.  What is eHealth (6)? Development of a Conceptual Model for eHealth: Qualitative Study with Key Informants.

Authors:  Tim Shaw; Deborah McGregor; Melissa Brunner; Melanie Keep; Anna Janssen; Stewart Barnet
Journal:  J Med Internet Res       Date:  2017-10-24       Impact factor: 5.428

10.  Realizing the full potential of precision health: The need to include patient-reported health behavior, mental health, social determinants, and patient preferences data.

Authors:  Russell E Glasgow; Bethany M Kwan; Daniel D Matlock
Journal:  J Clin Transl Sci       Date:  2018-09-13
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  4 in total

1.  Patient and Health Professional Perceptions of Telemonitoring for Hypertension Management: Qualitative Study.

Authors:  Juliana Baratta; Cati Brown-Johnson; Nadia Safaeinili; Lisa Goldman Rosas; Latha Palaniappan; Marcy Winget; Megan Mahoney
Journal:  JMIR Form Res       Date:  2022-06-10

2.  The Rise of Population Genomic Screening: Characteristics of Current Programs and the Need for Evidence Regarding Optimal Implementation.

Authors:  Kimberly S Foss; Julianne M O'Daniel; Jonathan S Berg; Sabrina N Powell; Rosemary Jean Cadigan; Kristine J Kuczynski; Laura V Milko; Katherine W Saylor; Megan Roberts; Karen Weck; Gail E Henderson
Journal:  J Pers Med       Date:  2022-04-26

3.  Public Interest in Population Genetic Screening for Cancer Risk.

Authors:  Megan C Roberts; Kimberly S Foss; Gail E Henderson; Sabrina N Powell; Katherine W Saylor; Karen E Weck; Laura V Milko
Journal:  Front Genet       Date:  2022-07-22       Impact factor: 4.772

4.  Implementation of Pharmacogenomics and Artificial Intelligence Tools for Chronic Disease Management in Primary Care Setting.

Authors:  Patrick Silva; David Jacobs; John Kriak; Asim Abu-Baker; George Udeani; Gabriel Neal; Kenneth Ramos
Journal:  J Pers Med       Date:  2021-05-21
  4 in total

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