Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2017 Sep 18;1(1):e2.
doi: 10.2196/formative.7211.

A Novel Patient Engagement Platform Using Accessible Text Messages and Calls (Epharmix): Feasibility Study

Affiliations

A Novel Patient Engagement Platform Using Accessible Text Messages and Calls (Epharmix): Feasibility Study

Avik Som et al. JMIR Form Res. .

Abstract

Background: Patient noncompliance with therapy, treatments, and appointments represents a significant barrier to improving health care delivery and reducing the cost of care. One method to improve therapeutic adherence is to improve feedback loops in getting clinically acute events and issues to the relevant clinical providers as necessary (ranging from detecting hypoglycemic events for patients with diabetes to notifying the provider when patients are out of medications). Patients often don't know which information should prompt a call to their physician and proactive checks by the clinics themselves can be very resource intensive. We hypothesized that a two-way SMS system combined with a platform web service for providers would enable both high patient engagement but also the ability to detect relevant clinical alerts.

Objective: The objectives of this study are to develop a feasible two-way automated SMS/phone call + web service platform for patient-provider communication, and then study the feasibility and acceptability of the Epharmix platform. First, we report utilization rates over the course of the first 18 months of operation including total identified clinically significant events, and second, review results of patient user-satisfaction surveys for interventions for patients with diabetes, COPD, congestive heart failure, hypertension, surgical site infections, and breastfeeding difficulties.

Methods: To test this question, we developed a web service + SMS/phone infrastructure ("Epharmix"). Utilization results were measured based on the total number of text messages or calls sent and received, with percentage engagement defined as a patient responding to a text message at least once in a given week, including the number of clinically significant alerts generated. User satisfaction surveys were sent once per month over the 18 months to measure satisfaction with the system, frequency and degree of communication. Descriptive statistics were used to describe the above information.

Results: In total, 28,386 text messages and 24,017 calls were sent to 929 patients over 9 months. Patients responded to 80% to 90% of messages allowing the system to detect 1164 clinically significant events. Patients reported increased satisfaction and communication with their provider. Epharmix increased the number of patient-provider interactions to over 10 on average in any given month for patients with diabetes, COPD, congestive heart failure, hypertension, surgical site infections, and breastfeeding difficulties.

Conclusions: Engaging high-risk patients remains a difficult process that may be improved through novel, digital health interventions. The Epharmix platform enables increased patient engagement with very low risk to improve clinical outcomes. We demonstrated that engagement among high-risk populations is possible when health care comes conveniently to where they are.

Keywords: bioinformatics; eHealth; mHealth innovations; mobile health; multiple chronic conditions; telehealth; telemedicine.

PubMed Disclaimer

Conflict of interest statement

Conflicts of Interest: AS and TA have a financial interest in Epharmix, Inc. All other authors report no conflicts of interest.

Figures

Figure 1
Figure 1
Patient data flow between provider and patient in Epharmix system.
Figure 2
Figure 2
In the unauthorized state, Epharmix will not allow a person to receive the automated message. Once authorized, patients may begin receiving Epharmix automated messages.
Figure 3
Figure 3
Average number of patient engagements with Epharmix (left) and percentage of patients responding to Epharmix interventions (right).
Figure 4
Figure 4
Average patient feedback scores (left) and message frequency feedback ratings (right).

References

    1. Mosa ASM, Yoo I, Sheets L. A systematic review of healthcare applications for smartphones. BMC Med Inform Decis Mak. 2012;12:67. doi: 10.1186/1472-6947-12-67. http://www.biomedcentral.com/1472-6947/12/67 1472-6947-12-67 - DOI - PMC - PubMed
    1. Irizarry T, DeVito DA, Curran CR. Patient portals and patient engagement: a state of the science review. J Med Internet Res. 2015;17(6):e148. doi: 10.2196/jmir.4255. http://www.jmir.org/2015/6/e148/ v17i6e148 - DOI - PMC - PubMed
    1. Otte-Trojel T, de Bont A, Rundall TG, van de Klundert J. What do we know about developing patient portals? A systematic literature review. J Am Med Inform Assoc. 2016 Apr;23(e1):e162–e168. doi: 10.1093/jamia/ocv114.ocv114 - DOI - PMC - PubMed
    1. Yeager VA, Menachemi N. Text messaging in health care: a systematic review of impact studies. Adv Health Care Manag. 2011;11:235–261. http://paperpile.com/b/kOVAHn/4sVLA - PubMed
    1. Wei J, Hollin I, Kachnowski S. A review of the use of mobile phone text messaging in clinical and healthy behaviour interventions. J Telemed Telecare. 2011;17(1):41–48. doi: 10.1258/jtt.2010.100322.jtt.2010.100322 - DOI - PubMed