Implementing a mobile health system to integrate the treatment of addiction into primary care: A hybrid implementation-effectiveness study

Andrew Quanbeck, David H. Gustafson, Lisa A. Marsch, Ming Yuan Chih, Rachel Kornfield, Fiona McTavish, Roberta Johnson, Randall T. Brown, Marie Louise Mares, Dhavan V. Shah

Research output: Contribution to journalArticlepeer-review

54 Scopus citations


Background: Despite the near ubiquity of mobile phones, little research has been conducted on the implementation of mobile health (mHealth) apps to treat patients in primary care. Although primary care clinicians routinely treat chronic conditions such as asthma and diabetes, they rarely treat addiction, a common chronic condition. Instead, addiction is most often treated in the US health care system, if it is treated at all, in a separate behavioral health system. mHealth could help integrate addiction treatment in primary care. Objective: The objective of this paper was to report the effects of implementing an mHealth system for addiction in primary care on both patients and clinicians. Methods: In this implementation research trial, an evidence-based mHealth system named Seva was introduced sequentially over 36 months to a maximum of 100 patients with substance use disorders (SUDs) in each of three federally qualified health centers (FQHCs; primary care clinics that serve patients regardless of their ability to pay). This paper reports on patient and clinician outcomes organized according to the Reach, Effectiveness, Adoption, Implementation, and Maintenance (RE-AIM) framework. Results: The outcomes according to the RE-AIM framework are as follows: Reach-Seva reached 8.31% (268/3226) of appropriate patients. Reach was limited by our ability to pay for phones and data plans for a maximum of 100 patients per clinic. Effectiveness-Patients who were given Seva had significant improvements in their risky drinking days (44% reduction, (0.7-1.25)/1.25, P=.04), illicit drug-use days (34% reduction, (2.14-3.22)/3.22, P=.01), quality of life, human immunodeficiency virus screening rates, and number of hospitalizations. Through Seva, patients also provided peer support to one another in ways that are novel in primary care settings. Adoption-Patients sustained high levels of Seva use-between 53% and 60% of the patients at the 3 sites accessed Seva during the last week of the 12-month implementation period. Among clinicians, use of the technology was less robust than use by patients, with only a handful of clinicians using Seva in each clinic and behavioral health providers making most referrals to Seva in 2 of the 3 clinics. Implementation-At 2 sites, implementation plans were realized successfully; they were delayed in the third. Maintenance-Use of Seva dropped when grant funding stopped paying for the mobile phones and data plans. Two of the 3 clinics wanted to maintain the use of Seva, but they struggled to find funding to support this. Conclusions: Implementing an mHealth system can improve care among primary care patients with SUDs, and patients using the system can support one another in their recovery. Among clinicians, however, implementation requires figuring out how information from the mHealth system will be used and making mHealth data available in the electronic health (eHealth) record. In addition, paying for an mHealth system remains a challenge.

Original languageEnglish
Article numbere37
JournalJournal of Medical Internet Research
Issue number1
StatePublished - 2018

Bibliographical note

Funding Information:
This research was funded by the National Institute on Drug Abuse grant number R01-DA034279. The funder had no role in any aspect of the development, conduct, analysis, or reporting of the study. The authors wish to thank the dedicated clinicians and staff members at the 3 clinics where the study was conducted, in particular, Chantelle Thomas from Access Community Health Center in Madison, WI; Virna Little, Victoria Ward, and Tom McCarry from the Institute for Family Health, Center for Counseling, at Walton, Bronx, NY; and Mary Jane Nealon from Partnership Health Center in Missoula, MT. The project could not have succeeded without their dedication and support. We also thank Judith Ganch, Joseph Glass, Andrew Isham, Adam Maus, Helene McDowell, Klaren Pe-Romashko, and Victoria Ward for their important contributions to the project.

Publisher Copyright:
© 2018 Journal of Medical Internet Research. All rights reserved.


  • Behavioral medicine
  • Evidence-based practice
  • Mobile health
  • mHealth

ASJC Scopus subject areas

  • Health Informatics


Dive into the research topics of 'Implementing a mobile health system to integrate the treatment of addiction into primary care: A hybrid implementation-effectiveness study'. Together they form a unique fingerprint.

Cite this