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Research ArticleOriginal ResearchA

Frequency and Prioritization of Patient Health Risks from a Structured Health Risk Assessment

Siobhan M. Phillips, Russell E. Glasgow, Ghalib Bello, Marcia G. Ory, Beth A. Glenn, Sherri N. Sheinfeld-Gorin, Roy T. Sabo, Suzanne Heurtin-Roberts, Sallie Beth Johnson and Alex H. Krist
The Annals of Family Medicine November 2014, 12 (6) 505-513; DOI: https://doi.org/10.1370/afm.1717
Siobhan M. Phillips
Implementation Sciences Team, Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, Maryland (S.M.P., R.E.G., S. H-R.); Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois (S.M.P.); Colorado Health Outcomes Program, University of Colorado; Aurora, Colorado (R.E.G.); Department of Biostatistics, Virginia Commonwealth University, Richmond, Virginia (G.B., R.T.S.); Health Promotion & Community Health Sciences, Health Science Center, Texas A&M University, Round Rock, Texas (M.G.O.); Department of Health Policy & Management, Fielding School of Public Health, UCLA, Los Angeles, California (B.A.G.); Leidos Biomedical Research, Inc, Division of Cancer Control and Population Sciences of the National Cancer Institute, New York Physicians Against Cancer (NYPAC), Herbert Irving Comprehensive Cancer Center, New York, New York (S.N.S-G.); Department of Family and Community Medicine, Carilion Clinic, Roanoke, Virginia (S.B.J.); Department of Human Nutrition, Foods and Exercise, Virginia Tech, Blacksburg, Virginia (S.B.J.); Department of Family Medicine and Population Health, Virginia Commonwealth University, Richmond, Virginia (A.H.K.).
PhD, MPH
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  • For correspondence: smphillips@northwestern.edu
Russell E. Glasgow
Implementation Sciences Team, Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, Maryland (S.M.P., R.E.G., S. H-R.); Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois (S.M.P.); Colorado Health Outcomes Program, University of Colorado; Aurora, Colorado (R.E.G.); Department of Biostatistics, Virginia Commonwealth University, Richmond, Virginia (G.B., R.T.S.); Health Promotion & Community Health Sciences, Health Science Center, Texas A&M University, Round Rock, Texas (M.G.O.); Department of Health Policy & Management, Fielding School of Public Health, UCLA, Los Angeles, California (B.A.G.); Leidos Biomedical Research, Inc, Division of Cancer Control and Population Sciences of the National Cancer Institute, New York Physicians Against Cancer (NYPAC), Herbert Irving Comprehensive Cancer Center, New York, New York (S.N.S-G.); Department of Family and Community Medicine, Carilion Clinic, Roanoke, Virginia (S.B.J.); Department of Human Nutrition, Foods and Exercise, Virginia Tech, Blacksburg, Virginia (S.B.J.); Department of Family Medicine and Population Health, Virginia Commonwealth University, Richmond, Virginia (A.H.K.).
PhD
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Ghalib Bello
Implementation Sciences Team, Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, Maryland (S.M.P., R.E.G., S. H-R.); Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois (S.M.P.); Colorado Health Outcomes Program, University of Colorado; Aurora, Colorado (R.E.G.); Department of Biostatistics, Virginia Commonwealth University, Richmond, Virginia (G.B., R.T.S.); Health Promotion & Community Health Sciences, Health Science Center, Texas A&M University, Round Rock, Texas (M.G.O.); Department of Health Policy & Management, Fielding School of Public Health, UCLA, Los Angeles, California (B.A.G.); Leidos Biomedical Research, Inc, Division of Cancer Control and Population Sciences of the National Cancer Institute, New York Physicians Against Cancer (NYPAC), Herbert Irving Comprehensive Cancer Center, New York, New York (S.N.S-G.); Department of Family and Community Medicine, Carilion Clinic, Roanoke, Virginia (S.B.J.); Department of Human Nutrition, Foods and Exercise, Virginia Tech, Blacksburg, Virginia (S.B.J.); Department of Family Medicine and Population Health, Virginia Commonwealth University, Richmond, Virginia (A.H.K.).
PhD
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Marcia G. Ory
Implementation Sciences Team, Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, Maryland (S.M.P., R.E.G., S. H-R.); Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois (S.M.P.); Colorado Health Outcomes Program, University of Colorado; Aurora, Colorado (R.E.G.); Department of Biostatistics, Virginia Commonwealth University, Richmond, Virginia (G.B., R.T.S.); Health Promotion & Community Health Sciences, Health Science Center, Texas A&M University, Round Rock, Texas (M.G.O.); Department of Health Policy & Management, Fielding School of Public Health, UCLA, Los Angeles, California (B.A.G.); Leidos Biomedical Research, Inc, Division of Cancer Control and Population Sciences of the National Cancer Institute, New York Physicians Against Cancer (NYPAC), Herbert Irving Comprehensive Cancer Center, New York, New York (S.N.S-G.); Department of Family and Community Medicine, Carilion Clinic, Roanoke, Virginia (S.B.J.); Department of Human Nutrition, Foods and Exercise, Virginia Tech, Blacksburg, Virginia (S.B.J.); Department of Family Medicine and Population Health, Virginia Commonwealth University, Richmond, Virginia (A.H.K.).
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Beth A. Glenn
Implementation Sciences Team, Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, Maryland (S.M.P., R.E.G., S. H-R.); Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois (S.M.P.); Colorado Health Outcomes Program, University of Colorado; Aurora, Colorado (R.E.G.); Department of Biostatistics, Virginia Commonwealth University, Richmond, Virginia (G.B., R.T.S.); Health Promotion & Community Health Sciences, Health Science Center, Texas A&M University, Round Rock, Texas (M.G.O.); Department of Health Policy & Management, Fielding School of Public Health, UCLA, Los Angeles, California (B.A.G.); Leidos Biomedical Research, Inc, Division of Cancer Control and Population Sciences of the National Cancer Institute, New York Physicians Against Cancer (NYPAC), Herbert Irving Comprehensive Cancer Center, New York, New York (S.N.S-G.); Department of Family and Community Medicine, Carilion Clinic, Roanoke, Virginia (S.B.J.); Department of Human Nutrition, Foods and Exercise, Virginia Tech, Blacksburg, Virginia (S.B.J.); Department of Family Medicine and Population Health, Virginia Commonwealth University, Richmond, Virginia (A.H.K.).
PhD
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Sherri N. Sheinfeld-Gorin
Implementation Sciences Team, Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, Maryland (S.M.P., R.E.G., S. H-R.); Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois (S.M.P.); Colorado Health Outcomes Program, University of Colorado; Aurora, Colorado (R.E.G.); Department of Biostatistics, Virginia Commonwealth University, Richmond, Virginia (G.B., R.T.S.); Health Promotion & Community Health Sciences, Health Science Center, Texas A&M University, Round Rock, Texas (M.G.O.); Department of Health Policy & Management, Fielding School of Public Health, UCLA, Los Angeles, California (B.A.G.); Leidos Biomedical Research, Inc, Division of Cancer Control and Population Sciences of the National Cancer Institute, New York Physicians Against Cancer (NYPAC), Herbert Irving Comprehensive Cancer Center, New York, New York (S.N.S-G.); Department of Family and Community Medicine, Carilion Clinic, Roanoke, Virginia (S.B.J.); Department of Human Nutrition, Foods and Exercise, Virginia Tech, Blacksburg, Virginia (S.B.J.); Department of Family Medicine and Population Health, Virginia Commonwealth University, Richmond, Virginia (A.H.K.).
PhD
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Roy T. Sabo
Implementation Sciences Team, Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, Maryland (S.M.P., R.E.G., S. H-R.); Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois (S.M.P.); Colorado Health Outcomes Program, University of Colorado; Aurora, Colorado (R.E.G.); Department of Biostatistics, Virginia Commonwealth University, Richmond, Virginia (G.B., R.T.S.); Health Promotion & Community Health Sciences, Health Science Center, Texas A&M University, Round Rock, Texas (M.G.O.); Department of Health Policy & Management, Fielding School of Public Health, UCLA, Los Angeles, California (B.A.G.); Leidos Biomedical Research, Inc, Division of Cancer Control and Population Sciences of the National Cancer Institute, New York Physicians Against Cancer (NYPAC), Herbert Irving Comprehensive Cancer Center, New York, New York (S.N.S-G.); Department of Family and Community Medicine, Carilion Clinic, Roanoke, Virginia (S.B.J.); Department of Human Nutrition, Foods and Exercise, Virginia Tech, Blacksburg, Virginia (S.B.J.); Department of Family Medicine and Population Health, Virginia Commonwealth University, Richmond, Virginia (A.H.K.).
PhD
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Suzanne Heurtin-Roberts
Implementation Sciences Team, Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, Maryland (S.M.P., R.E.G., S. H-R.); Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois (S.M.P.); Colorado Health Outcomes Program, University of Colorado; Aurora, Colorado (R.E.G.); Department of Biostatistics, Virginia Commonwealth University, Richmond, Virginia (G.B., R.T.S.); Health Promotion & Community Health Sciences, Health Science Center, Texas A&M University, Round Rock, Texas (M.G.O.); Department of Health Policy & Management, Fielding School of Public Health, UCLA, Los Angeles, California (B.A.G.); Leidos Biomedical Research, Inc, Division of Cancer Control and Population Sciences of the National Cancer Institute, New York Physicians Against Cancer (NYPAC), Herbert Irving Comprehensive Cancer Center, New York, New York (S.N.S-G.); Department of Family and Community Medicine, Carilion Clinic, Roanoke, Virginia (S.B.J.); Department of Human Nutrition, Foods and Exercise, Virginia Tech, Blacksburg, Virginia (S.B.J.); Department of Family Medicine and Population Health, Virginia Commonwealth University, Richmond, Virginia (A.H.K.).
MA, PhD, MSW
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Sallie Beth Johnson
Implementation Sciences Team, Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, Maryland (S.M.P., R.E.G., S. H-R.); Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois (S.M.P.); Colorado Health Outcomes Program, University of Colorado; Aurora, Colorado (R.E.G.); Department of Biostatistics, Virginia Commonwealth University, Richmond, Virginia (G.B., R.T.S.); Health Promotion & Community Health Sciences, Health Science Center, Texas A&M University, Round Rock, Texas (M.G.O.); Department of Health Policy & Management, Fielding School of Public Health, UCLA, Los Angeles, California (B.A.G.); Leidos Biomedical Research, Inc, Division of Cancer Control and Population Sciences of the National Cancer Institute, New York Physicians Against Cancer (NYPAC), Herbert Irving Comprehensive Cancer Center, New York, New York (S.N.S-G.); Department of Family and Community Medicine, Carilion Clinic, Roanoke, Virginia (S.B.J.); Department of Human Nutrition, Foods and Exercise, Virginia Tech, Blacksburg, Virginia (S.B.J.); Department of Family Medicine and Population Health, Virginia Commonwealth University, Richmond, Virginia (A.H.K.).
MPH, MCHES
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Alex H. Krist
Implementation Sciences Team, Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, Maryland (S.M.P., R.E.G., S. H-R.); Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois (S.M.P.); Colorado Health Outcomes Program, University of Colorado; Aurora, Colorado (R.E.G.); Department of Biostatistics, Virginia Commonwealth University, Richmond, Virginia (G.B., R.T.S.); Health Promotion & Community Health Sciences, Health Science Center, Texas A&M University, Round Rock, Texas (M.G.O.); Department of Health Policy & Management, Fielding School of Public Health, UCLA, Los Angeles, California (B.A.G.); Leidos Biomedical Research, Inc, Division of Cancer Control and Population Sciences of the National Cancer Institute, New York Physicians Against Cancer (NYPAC), Herbert Irving Comprehensive Cancer Center, New York, New York (S.N.S-G.); Department of Family and Community Medicine, Carilion Clinic, Roanoke, Virginia (S.B.J.); Department of Human Nutrition, Foods and Exercise, Virginia Tech, Blacksburg, Virginia (S.B.J.); Department of Family Medicine and Population Health, Virginia Commonwealth University, Richmond, Virginia (A.H.K.).
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  • Can we really collect and USE behavioral data in primary care medical decision making? : Commentary on Krist et al.
    Rodger S. Kessler
    Published on: 18 November 2014
  • Expand healthcare teams to address behavioral risks
    Richard L. Brown
    Published on: 12 November 2014
  • Published on: (18 November 2014)
    Page navigation anchor for Can we really collect and USE behavioral data in primary care medical decision making? : Commentary on Krist et al.
    Can we really collect and USE behavioral data in primary care medical decision making? : Commentary on Krist et al.
    • Rodger S. Kessler, Assistant Professor

    I write this commentary from two interwoven perspectives. I have been a health psychologist practicing in primary care practices and health care organizations for 30 years. Across those clinical settings, I have challenged the separation between the organization/delivery of primary care and the delivery of health psychology. Also I have been fortunate to be a contributing part of the MOHR group, participating in data colle...

    Show More

    I write this commentary from two interwoven perspectives. I have been a health psychologist practicing in primary care practices and health care organizations for 30 years. Across those clinical settings, I have challenged the separation between the organization/delivery of primary care and the delivery of health psychology. Also I have been fortunate to be a contributing part of the MOHR group, participating in data collection at two non-research based family medicine sites and participating in the interpretation and discussion of the data.

    From those perspectives, I can respond to two crucial questions and identify at least two other questions that remain, if the real potential of the MOHR is to be recognized.

    Unquestionably, health risk assessment can be done in the everyday flow of primary care. In diverse sites, with diverse clinical populations, using often modest resources, primary care practices have used the MOHR to collect behavioral data from patients. Furthermore, the patients were able to prioritize areas for change, the practices were able to incorporate the data provided, and patients and physicians were able to discuss the outcomes in follow-up visits.

    Data collection for the MOHR project began in March 2013 and its results are now published.[1] Peek et al, challenged our field's research paradigm to conduct research that (1) is relevant to stakeholders; (2) is rapid and recursive in application; (3) redefines rigor; (4) reports on resources required; and (5) is replicable.[2]

    That the MOHR project meets those criteria is doubly impressive: important usable data were generated that enhanced patient activation and care. In addition, the MOHR project demonstrated that research can be done on the ground in extremely challenging circumstances.

    There are outstanding issues. Data were summarized for provider use via fax. In paperless offices more and more dependent on EHR's, the mode of health data delivery must be integrated with the patient's electronic chart.

    Last, the functions related to the MOHR need to be integrated into the information management function of practices: analysis, EHR assisted care plans, and reports on relevant Meaningful Use patient outcomes. These functions must and can be part of the normal flow of the work of primary care. That work is in process at the University of Vermont.

    Setting aside those perspectives and new questions, the paper summarizes important efforts, demonstrates that behavioral care can indeed be part of the transformation of primary care, and leaves me very excited about the next steps.

    1. Krist A, Phillips S, Sabo R, Balasubramanian B, Heurtin-Roberts S, Ory M, Johnson S, Sheinfeld-Gorin S, Estabrooks P, Ritzwoller D, Glasgow R, and the Mohr Group. Adoption, Reach, Implementation, and Maintenance of a Behavioral and Mental Health Assessment in Primary Care. Ann Fam Med. 2014; 12(6):525-533.

    2. Peek CJ, Glasgow R., Stange K, Kledges L, Kessler R. The Five R's: An Emerging Bold Standard for Conducting Relevant Research in a Changing World. Ann Fam Med. Sep/Oct 2014; 12(5):447-455. doi: 10.1370/afm.1688

    Competing interests: None declared

    Show Less
    Competing Interests: None declared.
  • Published on: (12 November 2014)
    Page navigation anchor for Expand healthcare teams to address behavioral risks
    Expand healthcare teams to address behavioral risks
    • Richard L. Brown, Professor

    Dr. Phillips and colleagues make an important contribution, raising consciousness about the high prevalence of serious health risks in all primary care population subgroups. However, I take issue with their assumption that we should attempt to intervene only for behavioral risks that patients state they are willing to discuss. We don't wait for patients to express interest in mammography or colonoscopy. We shouldn't...

    Show More

    Dr. Phillips and colleagues make an important contribution, raising consciousness about the high prevalence of serious health risks in all primary care population subgroups. However, I take issue with their assumption that we should attempt to intervene only for behavioral risks that patients state they are willing to discuss. We don't wait for patients to express interest in mammography or colonoscopy. We shouldn't wait for them to express interest in quitting smoking, cutting down on unhealthy drinking or getting help for depression.

    Indeed, that's the point of motivational interviewing (MI), where we help ambivalent and even disinterested patients identify and strengthen their own reasons for change. The Wisconsin Initiative to Promote Healthy Lifestyles' approach is to expand healthcare teams with paraprofessionals who are trained in MI and serve as front-line responders for patients with positive responses to behavioral screens like that described by Phillips et al. As described in the April 2014 issue of the American Journal of Managed Care, this approach garnered high patient satisfaction and substantial reductions in binge drinking and marijuana use across many thousands of patients in over 30 primary care settings in Wisconsin.

    Thus, instead of reassuring readers that patient interest in behavior change is low enough for busy primary care providers to address, Phillips et al should be advocating that we expand our healthcare teams, so we can implement an evidence-based approach to addressing all important behavioral risks among our patients.

    Competing interests: I am CEO of Wellsys, LLC, which helps healthcare settings and employer deliver behavioral screening and intervention.

    Show Less
    Competing Interests: None declared.
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The Annals of Family Medicine: 12 (6)
The Annals of Family Medicine: 12 (6)
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Frequency and Prioritization of Patient Health Risks from a Structured Health Risk Assessment
Siobhan M. Phillips, Russell E. Glasgow, Ghalib Bello, Marcia G. Ory, Beth A. Glenn, Sherri N. Sheinfeld-Gorin, Roy T. Sabo, Suzanne Heurtin-Roberts, Sallie Beth Johnson, Alex H. Krist
The Annals of Family Medicine Nov 2014, 12 (6) 505-513; DOI: 10.1370/afm.1717

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Frequency and Prioritization of Patient Health Risks from a Structured Health Risk Assessment
Siobhan M. Phillips, Russell E. Glasgow, Ghalib Bello, Marcia G. Ory, Beth A. Glenn, Sherri N. Sheinfeld-Gorin, Roy T. Sabo, Suzanne Heurtin-Roberts, Sallie Beth Johnson, Alex H. Krist
The Annals of Family Medicine Nov 2014, 12 (6) 505-513; DOI: 10.1370/afm.1717
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