Skip to main content

Main menu

  • HOME
  • ARTICLES
    • Current Issue
    • Abstracts In Press
    • Archives
    • Special Issue Archive
    • Subject Collections
  • INFO FOR
    • Authors
    • Reviewers
    • Call For Papers
    • Subscribers
    • Advertisers
  • SUBMIT
    • Manuscript
    • Peer Review
  • ABOUT
    • The JABFM
    • The Editing Fellowship
    • Editorial Board
    • Indexing
    • Editors' Blog
  • CLASSIFIEDS
  • Other Publications
    • abfm

User menu

Search

  • Advanced search
American Board of Family Medicine
  • Other Publications
    • abfm
American Board of Family Medicine

American Board of Family Medicine

Advanced Search

  • HOME
  • ARTICLES
    • Current Issue
    • Abstracts In Press
    • Archives
    • Special Issue Archive
    • Subject Collections
  • INFO FOR
    • Authors
    • Reviewers
    • Call For Papers
    • Subscribers
    • Advertisers
  • SUBMIT
    • Manuscript
    • Peer Review
  • ABOUT
    • The JABFM
    • The Editing Fellowship
    • Editorial Board
    • Indexing
    • Editors' Blog
  • CLASSIFIEDS
  • JABFM on Bluesky
  • JABFM On Facebook
  • JABFM On Twitter
  • JABFM On YouTube
Research ArticleOriginal Research

Patient-Entered Wellness Data and Tailored Electronic Recommendations Increase Preventive Care

Julie Foucher-Urcuyo, David Longworth, Michael Roizen, Bo Hu and Michael B. Rothberg
The Journal of the American Board of Family Medicine May 2017, 30 (3) 350-361; DOI: https://doi.org/10.3122/jabfm.2017.03.160231
Julie Foucher-Urcuyo
From the Lerner College of Medicine (JF-U), the Wellness Institute (MR), the Department of Internal Medicine and Medicine Institute Center for Value-Based Care Research (MBR), and Quantitative Health Science (BH), Cleveland Clinic, Cleveland, Ohio; and the Division of Primary Care, Lahey Health, Burlington, MA (DL).
BS
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
David Longworth
From the Lerner College of Medicine (JF-U), the Wellness Institute (MR), the Department of Internal Medicine and Medicine Institute Center for Value-Based Care Research (MBR), and Quantitative Health Science (BH), Cleveland Clinic, Cleveland, Ohio; and the Division of Primary Care, Lahey Health, Burlington, MA (DL).
MD
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Michael Roizen
From the Lerner College of Medicine (JF-U), the Wellness Institute (MR), the Department of Internal Medicine and Medicine Institute Center for Value-Based Care Research (MBR), and Quantitative Health Science (BH), Cleveland Clinic, Cleveland, Ohio; and the Division of Primary Care, Lahey Health, Burlington, MA (DL).
MD
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Bo Hu
From the Lerner College of Medicine (JF-U), the Wellness Institute (MR), the Department of Internal Medicine and Medicine Institute Center for Value-Based Care Research (MBR), and Quantitative Health Science (BH), Cleveland Clinic, Cleveland, Ohio; and the Division of Primary Care, Lahey Health, Burlington, MA (DL).
PhD
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Michael B. Rothberg
From the Lerner College of Medicine (JF-U), the Wellness Institute (MR), the Department of Internal Medicine and Medicine Institute Center for Value-Based Care Research (MBR), and Quantitative Health Science (BH), Cleveland Clinic, Cleveland, Ohio; and the Division of Primary Care, Lahey Health, Burlington, MA (DL).
MD, MPH
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • Article
  • Figures & Data
  • References
  • Info & Metrics
  • PDF
Loading

References

  1. 1.↵
    1. Mokdad AH,
    2. Marks JS,
    3. Stroup DF,
    4. Gerberding JL
    . Actual causes of death in the United States, 2000. JAMA 2004;291:1238–45.
    OpenUrlCrossRefPubMedWeb of Science
  2. 2.↵
    1. Yach D,
    2. Hawkes C,
    3. Gould CL,
    4. Hofman KJ
    . The global burden of chronic diseases: overcoming impediments to prevention and control. JAMA 2004;291:2616–22.
    OpenUrlCrossRefPubMedWeb of Science
  3. 3.↵
    1. Vogt TM,
    2. Hollis JF,
    3. Lichtenstein E,
    4. Stevens VJ,
    5. Glasgow R,
    6. Whitlock E
    . The medical care system and prevention: the need for a new paradigm. HMO Pract 1998;12:5–13.
    OpenUrlPubMed
  4. 4.↵
    1. McGlynn EA,
    2. Asch SM,
    3. Adams J,
    4. et al
    . The quality of health care delivered to adults in the United States. N Engl J Med 2003;348:2635–45.
    OpenUrlCrossRefPubMedWeb of Science
  5. 5.↵
    1. Yarnall KSH,
    2. Pollak KI,
    3. Østbye T,
    4. Krause KM,
    5. Michener JL
    . Primary care: is there enough time for prevention? Am J Public Health 2003;93:635–41.
    OpenUrlCrossRefPubMedWeb of Science
  6. 6.↵
    1. Thompson RS
    . What have HMOs learned about clinical prevention services? An examination of the experience at Group Health Cooperative of Puget Sound. Milbank Q 1996;74:469–509.
    OpenUrlCrossRefPubMedWeb of Science
  7. 7.↵
    1. Solberg LI,
    2. Kottke TE,
    3. Brekke ML,
    4. Conn SA,
    5. Magnan S,
    6. Amundson G
    . The case of the missing clinical preventive services systems. Eff Clin Pract 1998;1:33–8.
    OpenUrlPubMed
  8. 8.↵
    1. Whitlock EP,
    2. Orleans CT,
    3. Pender N,
    4. Allan J
    . Evaluating primary care behavioral counseling interventions: an evidence-based approach. Am J Prev Med 2002;22:267–84.
    OpenUrlCrossRefPubMedWeb of Science
  9. 9.↵
    1. Solberg LI,
    2. Kottke TE,
    3. Brekke ML
    . Will primary care clinics organize themselves to improve the delivery of preventive services? A randomized controlled trial. Prev Med 1998;27:623–31.
    OpenUrlCrossRefPubMedWeb of Science
  10. 10.↵
    1. Carey M,
    2. Noble N,
    3. Mansfield E,
    4. Waller A,
    5. Henskens F,
    6. Sanson-Fisher R
    . The role of eHealth in optimizing preventive care in the primary care setting. J Med Internet Res 2015;17:e126.
    OpenUrl
  11. 11.↵
    1. Cohen S,
    2. Kamarck T,
    3. Mermelstein R
    . A global measure of perceived stress. J Health Soc Behav 1983;24:385–96.
    OpenUrlCrossRefPubMedWeb of Science
  12. 12.↵
    1. Spacapan S,
    2. Oskamp S
    1. Cohen S
    . Perceived stress in a probability sample of the United States. In: Spacapan S, Oskamp S, eds. The social psychology of health. The Claremont Symposium on Applied Social Psychology. Thousand Oaks, CA: Sage Publications;1988. pp. 31–67.
  13. 13.↵
    1. Garber CE,
    2. Blissmer B,
    3. Deschenes MR,
    4. et al
    . American College of Sports Medicine position stand. Quantity and quality of exercise for developing and maintaining cardiorespiratory, musculoskeletal, and neuromotor fitness in apparently healthy adults: guidance for prescribing exercise. Med Sci Sports Exerc 2011;43:1334–59.
    OpenUrlCrossRefPubMedWeb of Science
  14. 14.↵
    1. Kroenke K,
    2. Spitzer RL,
    3. Williams JB
    . The PHQ-9: validity of a brief depression severity measure. J Gen Intern Med 2001;16:606–13.
    OpenUrlCrossRefPubMedWeb of Science
  15. 15.↵
    1. Bastien CH,
    2. Vallières A,
    3. Morin CM
    . Validation of the Insomnia Severity Index as an outcome measure for insomnia research. Sleep Med 2001;2:297–307.
    OpenUrlCrossRefPubMedWeb of Science
  16. 16.↵
    1. Chung F,
    2. Yegneswaran B,
    3. Liao P,
    4. et al
    . STOP questionnaire: a tool to screen patients for obstructive sleep apnea. Anesthesiology 2008;108:812–21.
    OpenUrlCrossRefPubMedWeb of Science
  17. 17.↵
    1. Martinez FJ,
    2. Raczek AE,
    3. Seifer FD,
    4. et al
    . Development and initial validation of a self-scored COPD Population Screener Questionnaire (COPD-PS). COPD 2008;5:85–95.
    OpenUrlCrossRefWeb of Science
  18. 18.↵
    1. Murray MF,
    2. Giovanni MA,
    3. Klinger E,
    4. et al
    . Comparing electronic health record portals to obtain patient-entered family health history in primary care. J Gen Intern Med 2013;28:1558–64.
    OpenUrlCrossRefPubMed
  19. 19.↵
    1. Forjuoh SN,
    2. Ory MG,
    3. Wang S,
    4. des Bordes JK,
    5. Hong Y
    . Using the iPod touch for patient health behavior assessment and health promotion in primary care. JMIR Mhealth Uhealth 2014;2:e14.
    OpenUrl
  20. 20.↵
    1. Hess R,
    2. Santucci A,
    3. McTigue K,
    4. Fischer G,
    5. Kapoor W
    . Patient difficulty using tablet computers to screen in primary care. J Gen Intern Med 2008;23:476–80.
    OpenUrlCrossRefPubMedWeb of Science
  21. 21.↵
    1. Paul CL,
    2. Carey M,
    3. Yoong SL,
    4. D'Este C,
    5. Makeham M,
    6. Henskens F
    . Access to chronic disease care in general practice: the acceptability of implementing systematic waiting-room screening using computer-based patient-reported risk status. Br J Gen Pract 2013;63:e620–6.
    OpenUrlAbstract/FREE Full Text
  22. 22.↵
    1. Goodyear-Smith F,
    2. Warren J,
    3. Bojic M,
    4. Chong A
    . eCHAT for lifestyle and mental health screening in primary care. Ann Fam Med 2013;11:460–6.
    OpenUrlAbstract/FREE Full Text
  23. 23.↵
    1. Grimshaw JM,
    2. Shirran L,
    3. Thomas R,
    4. et al
    . Changing provider behavior: an overview of systematic reviews of interventions. Med Care 2001;39(8 Suppl 2):II2–45.
    OpenUrlCrossRefPubMedWeb of Science
  24. 24.↵
    1. Shojania KG,
    2. Jennings A,
    3. Mayhew A,
    4. Ramsay C,
    5. Eccles M,
    6. Grimshaw J
    . Effect of point-of-care computer reminders on physician behaviour: a systematic review. CMAJ 2010;182:E216–25.
    OpenUrlAbstract/FREE Full Text
  25. 25.↵
    1. Dexheimer JW,
    2. Talbot TR,
    3. Sanders DL,
    4. Rosenbloom ST,
    5. Aronsky D
    . Prompting clinicians about preventive care measures: a systematic review of randomized controlled trials. J Am Med Inform Assoc 2008;15:311–20.
    OpenUrlAbstract/FREE Full Text
  26. 26.↵
    1. Balas EA,
    2. Weingarten S,
    3. Garb CT,
    4. Blumenthal D,
    5. Boren SA,
    6. Brown GD
    . Improving preventive care by prompting physicians. Arch Intern Med 2000;160:301–8.
    OpenUrlCrossRefPubMedWeb of Science
  27. 27.↵
    1. Krist AH,
    2. Woolf SH
    . A vision for patient-centered health information systems. JAMA 2011;305:300–1.
    OpenUrlCrossRefPubMedWeb of Science
  28. 28.↵
    1. Krist AH,
    2. Peele E,
    3. Woolf SH,
    4. et al
    . Designing a patient-centered personal health record to promote preventive care. BMC Med Inform Decis Mak 2011;11:73.
    OpenUrlCrossRefPubMed
  29. 29.↵
    1. Krist AH,
    2. Aycock RA,
    3. Etz RS,
    4. et al
    . MyPreventiveCare: implementation and dissemination of an interactive preventive health record in three practice-based research networks serving disadvantaged patients–a randomized cluster trial. Implement Sci. 2014;9:181.
    OpenUrl
  30. 30.↵
    1. Krist AH,
    2. Woolf SH,
    3. Rothemich SF,
    4. et al
    . Interactive preventive health record to enhance delivery of recommended care: a randomized trial. Ann Fam Med 2012;10:312–9.
    OpenUrlAbstract/FREE Full Text
  31. 31.↵
    1. Krist AH,
    2. Woolf SH,
    3. Bello GA,
    4. et al
    . Engaging primary care patients to use a patient-centered personal health record. Ann Fam Med 2014;12:418–26.
    OpenUrlAbstract/FREE Full Text
  32. 32.↵
    1. Watson NF,
    2. Badr MS,
    3. Belenky G,
    4. et al
    . Recommended amount of sleep for a healthy adult: a joint consensus statement of the American Academy of Sleep Medicine and Sleep Research Society. Sleep. 2015;38:843–4.
    OpenUrlPubMed
  33. 33.↵
    1. Booth J,
    2. Connelly L,
    3. Lawrence M,
    4. et al
    . Evidence of perceived psychosocial stress as a risk factor for stroke in adults: a meta-analysis. BMC Neurol. 2015;15:233.
    OpenUrl
  34. 34.↵
    1. Younge JO,
    2. Wery MF,
    3. Gotink RA,
    4. et al
    . Web-based Mindfulness Intervention in Heart Disease: a randomized controlled trial. PloS One 2015;10:e0143843.
    OpenUrl
  35. 35.
    1. Sorscher AJ
    . How is your sleep: a neglected topic for health care screening. J Am Board Fam Med 2008;21:141–8.
    OpenUrlAbstract/FREE Full Text
  36. 36.↵
    1. Yao A
    . Screening for and management of obesity in adults: U.S. Preventive Services Task Force recommendation statement: a policy review. Ann Med Surg (Lond) 2012;2:18–21.
    OpenUrl
  37. 37.↵
    1. O'Connor EA,
    2. Whitlock EP,
    3. Beil TL,
    4. Gaynes BN
    . Screening for depression in adult patients in primary care settings: a systematic evidence review. Ann Intern Med 2009;151:793–803.
    OpenUrlCrossRefPubMedWeb of Science
PreviousNext
Back to top

In this issue

The Journal of the American Board of Family     Medicine: 30 (3)
The Journal of the American Board of Family Medicine
Vol. 30, Issue 3
May-June 2017
  • Table of Contents
  • Table of Contents (PDF)
  • Cover (PDF)
  • Index by author
Print
Download PDF
Article Alerts
Sign In to Email Alerts with your Email Address
Email Article

Thank you for your interest in spreading the word on American Board of Family Medicine.

NOTE: We only request your email address so that the person you are recommending the page to knows that you wanted them to see it, and that it is not junk mail. We do not capture any email address.

Enter multiple addresses on separate lines or separate them with commas.
Patient-Entered Wellness Data and Tailored Electronic Recommendations Increase Preventive Care
(Your Name) has sent you a message from American Board of Family Medicine
(Your Name) thought you would like to see the American Board of Family Medicine web site.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
9 + 3 =
Solve this simple math problem and enter the result. E.g. for 1+3, enter 4.
Citation Tools
Patient-Entered Wellness Data and Tailored Electronic Recommendations Increase Preventive Care
Julie Foucher-Urcuyo, David Longworth, Michael Roizen, Bo Hu, Michael B. Rothberg
The Journal of the American Board of Family Medicine May 2017, 30 (3) 350-361; DOI: 10.3122/jabfm.2017.03.160231

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
Share
Patient-Entered Wellness Data and Tailored Electronic Recommendations Increase Preventive Care
Julie Foucher-Urcuyo, David Longworth, Michael Roizen, Bo Hu, Michael B. Rothberg
The Journal of the American Board of Family Medicine May 2017, 30 (3) 350-361; DOI: 10.3122/jabfm.2017.03.160231
Twitter logo Facebook logo Mendeley logo
  • Tweet Widget
  • Facebook Like
  • Google Plus One

Jump to section

  • Article
    • Abstract
    • Methods
    • Results
    • Discussion
    • Conclusion
    • Acknowledgments
    • Appendix 1
    • Appendix 2
    • Notes
    • References
  • Figures & Data
  • References
  • Info & Metrics
  • PDF

Related Articles

  • No related articles found.
  • PubMed
  • Google Scholar

Cited By...

  • Research on Clinical Decisions Made Daily in Family Medicine
  • Google Scholar

More in this TOC Section

  • Associations Between Modifiable Preconception Care Indicators and Pregnancy Outcomes
  • Perceptions and Preferences for Defining Biosimilar Products in Prescription Drug Promotion
  • Evaluating Pragmatism of Lung Cancer Screening Randomized Trials with the PRECIS-2 Tool
Show more Original Research

Similar Articles

Keywords

  • Counseling
  • Life Style
  • Preventive Medicine
  • Primary Health Care
  • Quality of Health Care
  • Retrospective Studies

Navigate

  • Home
  • Current Issue
  • Past Issues

Authors & Reviewers

  • Info For Authors
  • Info For Reviewers
  • Submit A Manuscript/Review

Other Services

  • Get Email Alerts
  • Classifieds
  • Reprints and Permissions

Other Resources

  • Forms
  • Contact Us
  • ABFM News

© 2025 American Board of Family Medicine

Powered by HighWire