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Research Article

Use of Patient Portals among Diabetes Educators and Registered Nurses in Practice?

Eun-Shim Nahm1*, Eva Gonzales2, Catherine Diblasi3, Knar Sagherian4 and Kristi D. Silver5

1University of Maryland School of Nursing, 655 W. Lombard St, Suite 455 C, Baltimore
2University of Maryland Medical Center
3University of Maryland Medical Center
4University of Maryland School of Nursing, 655 W. Lombard St, Suite 455 C, Baltimore
5University of Maryland School of Medicine

*Address for Correspondence: Eun-Shim Nahm, University of Maryland School of Nursing and University of Maryland Medical Center Collaboration Grant, 655 W. Lombard St, Suite 455 C, Baltimore, MD 21201, USA, Tel: +410-706-4913; FAX: 410-706-3289; E-mail: enahm@son.umaryland.edu

Submitted: 11 July 2017; Approved: 23 August 2017; Published: 24 August 2017

Citation this article: Nahm ES, Gonzales E, Diblasi C, Sagherian K, Silver KD. Use of Patient Portals among Diabetes Educators and Registered Nurses in Practice. Sci J Nurs Pract. 2017; 1(1): 006-012.

Copyright: © 2017 Nahm ES, et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited

Keywords: Patient portal; Self-management; Patient engagement; Diabetes

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Patient Portals (PPs) have significant potential to empower patients with diabetes, as they offer helpful tools to manage health conditions. Even though prior studies explored the use of PPs by healthcare providers, such as physicians, little is known about its use by nurses or diabetes educators in practice. This preliminary study examined the current status of PP use by nurses and diabetes educators using a survey. Participants (N = 58; mean age, 48 years) were attendees of a regional diabetes conference. Most had sufficient knowledge about PPs (M = 4.59 ± .68; 0-5); however, their confidence in using PPs for their own care (M = 31.5 ± 6.9; 0-40) and perceived usefulness of PPs for their practices (M = 15.74 ± 3.73; 3-21) were low. Further research is needed to identify the current trends in using PPs among different health professionals and to explore opportunities to optimize PP use for patients.

Introduction

Diabetes is a major chronic illness affecting 29.1 million Americans [1,2]. Another 86 million have pre-diabetes. The condition requires continuous care for glucose control and preventive measures to reduce complications. Ongoing self-management is important for these individuals to maintain healthy lives in the community [3,4]. Patient self-management support is a standard of care in diabetes education [5,6] and prior findings have demonstrated its effectiveness on diabetes outcomes [7-9]. Recently, many e Health and m Health programs have been used to promote self-management in patients with diabetes [10-13]. Most of these interventions have been implemented in addition to the usual care with no payer reimbursement. Thus, sustainability of the programs has been a major concern [7,14]. The recent Meaningful Use (MU) incentive payment program by the Centers for Medicare & Medicaid (CMS) presents an innovative solution by supporting the use of Patient Portals (PPs) [15].

PPs are secure websites that include helpful health tools. Through PPs patients can view their Electronic Health Records (EHRs), send their health care providers e Messages, and request medication refills and appointments [16,17]. These functions can especially benefit patients with chronic illnesses by providing a health information infrastructure to support self-management [18-20]. For example, the information from EHRs can help patients make health decisions, and eMessaging can empower patients to ask questions and offer their health information to providers [20-22] other functions, such as renewing medications and scheduling appointments, can help patients manage complex medication lists and appointments. Prior studies suggest positive effects of PPs on self-efficacy for managing health conditions and improving glucose control [18,19,23] other studies also report that the use of PPs could reduce office visits [24-26]. With the increasing prevalence of diabetes in the current fragmented care environment, PPs can be an excellent tool to manage diabetes conditions [5].

Despite the potential benefits and availability of PPs [15,18,27,28] Only a small portion of patients are actively using PPs. In addition, the current PP workflow in most ambulatory settings, where diabetes patients regularly follow up with their providers, is not optimized to help patients use PPs to their full potential. Often, clinicians perceive the PP as additional work added to their regular tasks [29-31] and patients receive only limited information about the PP via simple brochures without further training. In a qualitative study, Nazi [30] conducted in-depth interviews of 30 Veterans Administration health care professionals about their experiences with using a PP. Participants included health care providers, nurses, and pharmacists. In general, participants reported limited experience using a PP with patients and for their own health care. Another qualitative study (N = 12) that examined nurses’ acceptance of PPs showed a high degree of acceptance [30]. Generally, the nurses perceived that the introduction of PPs was inevitable in current health care. Some nurses experienced an increased workload due to patients asking more non-urgent questions via the PP that otherwise would not have been asked.

There is also a significant lack of PP use by the clinicians who are not Eligible Professionals (EPs) for the MU incentive program. EPs are physicians, dentists, nurse practitioners, certified nurse-midwives, and physician assistants who provide services in federally qualified health centers [33]. Patients with chronic conditions need to follow up with interdisciplinary clinical professionals, and other types of clinicians can use PPs to empower patients to better manage their health. For example, Diabetes Educators (DEs) and Registered Nurses (RNs) spend a great deal of time educating diabetes patients about their illnesses and illness management. They also follow up with many of those patients for an extended period of time to ensure their adherence to treatment and help them improve self-management skills. PPs can be a helpful tool in this process. Using PPs, DEs and RNs can follow-up with their patients (e.g., via the e Message function) and engage patients in their care (e.g., view care plans, labs, medications).The purpose of this descriptive study was to assess the current status of PP use by DEs and RNs via survey. Participants were asked about their PP knowledge, confidence for using a PP for their own health, current use of a PP for their own health, and current use of a PP for their patients in their practice setting. In addition, their perceived usefulness of the PP for their clinical workflow was also assessed.

Methods

Design, setting and sample

An anonymous volunteer survey was conducted using a convenience sample of participants who attended a regional diabetes educators’ conference that was held in March 2015 in Baltimore, Maryland. The study was reviewed by the University of Maryland Institutional Review Board and approved as an exempt protocol.

Measures

The survey included selected demographic and work-related variables, such as age, gender, race, professional credentials, and job experience (years). Other descriptive variables included web experience (years), web usage (hours per week), PP knowledge, self-efficacy for PP use, perceived usefulness of PPs for practice, and current use of PPs.

Patient portal knowledge: Participants’ patient portal knowledge was assessed using a 5-item questionnaire that was tested in our prior study (see Table 1) [34]. The five items were selected from the original 8-item questionnaire, which was developed based on the content of the PP learning modules that were designed for laypersons and validated by experts [34]. The measure has been used in our prior studies, and the calculated α coefficients ranged from 0.54 to 0.61 [34,35].

Patient portal self-efficacy: Participants were asked how confident they were using a PP for their own health. The survey used a modified 4-item Self-Efficacy for Computer-Based PHR scale on a 0-10 scale [34,36] (see Table 1). The original PHR Self-Efficacy measure [36] included 9 items assessing self-efficacy for using a general PHR, paper-based PHR, and computer-based PHR on a 0-10 scale. Validity of the measure was assessed by factor analysis and criterion validity. The calculated α coefficient in this study was 0.71.

Perceived usefulness of patient portals for practice: Three usefulness items of the Perceived Health Web Site Usability Questionnaire (PHWUQ) [37] were modified to assess the care providers’ perceived usefulness of PPs (see Table 1). The items specifically assess the impact of PPs on patients’ health management, clinic workflow, and communication between patients and clinicians. The original PHWUQ includes 12 items on a 7-point Liker scale. The PHWUQ assesses three usability dimensions: satisfaction, ease of use, and usefulness. Evidence of the validity was indicated by comparing the results measured by the PHWUQ with those from the usability experts’ evaluations [37]. The calculated α coefficient in this study was 0.85.

Use of patient portals: Participants were asked about availability of a PP from their own healthcare providers and at their primary place of employment, as well as actual use of a PP for their own care and for their patients.

Procedures

Prior to the conference, the survey was approved by the conference planning group. During the conference, the chairperson briefly introduced the survey to the attendees. Research associates, who were not planning committee members, distributed surveys on the tables before the conference began and asked participants to drop off the surveys when completed. Research associates were present throughout the conference to answer questions and collect the surveys at the end of the conference.

Data analysis

Descriptive statistics (mean, range, frequency, percentage, etc.) were computed on demographic data, job-related characteristics, and other descriptive data. Exploratory data analysis was also performed on each variable to assess normality and to ensure that assumptions of the analysis model were adequately met. The majority of participants were either DEs (n = 26, 44.8%) or RNs (n = 24, 41.4%), which have distinct practice areas. Thus, the differences between the two groups in PP knowledge, self-efficacy for PP use, and perceived usefulness of PPs for their practice were assessed using an independent t-test with a two-tailed alpha coefficient of 0.05. The differences in PP use for their patients were assessed using Chi-Square statistics. The data were analyzed using SPSS V21 [38].

Results

Table 2 summarizes the demographic characteristics of all participants. A total of 112 participants attended the conference, and 58 (51.8%) submitted a completed survey. Most participants were female (n = 55, 98.2%), with a mean age of 47 ± 12.6 (range, 24-68). More than half of participants were white (n = 40, 71.4%), followed by Asian (n = 8, 14.3%). The majority of participants were either a DE (n = 26, 44.8%) or an RN (n = 24, 41.4%) followed by registered dieticians (n = 16, 27.6%). Seven respondents (2.1%) held other credentials, such as nurse practitioners, therapists, etc. Sixteen participants held more than one professional credential. On average, participants had practiced in their primary field for 9.7 ± 8.15 years. The primary workplace for the majority of participants (n = 55, 51%) was in a city, followed by suburban areas (n = 18, 21%) and rural areas (n = 12, 11%). For work settings, 44 participants (54%) were working in an outpatient setting, and 19 (17%) were working in an inpatient setting. Five (5%) participants were employed by pharmaceutical companies. Their mean years of Internet use were 16.12 ± 5.41. Their average hours of Internet use per week for work were 14.7 ± 12.11 and for personal use were 10.48 ± 9.81.

Table 3 describes overall mean scores for all participants, the DE group, and the RN group. Participants had sufficient fundamental knowledge about PPs (M = 4.59 ± .68; range, 0-5). Their mean confidence score for using a PP for own care was relatively low, with 31.5 ± 6.9(range, 0–40). Their perceived usefulness of a PP for their practice was also low, with a mean score of 15.7 ± 3.7 (range, 3-21). Approximately 69% (n = 38) of participants reported that a PP was available from their own health care providers, and a similar number of participants (n = 34; 63.0%) reported the availability of a PP in their current workplace. For actual PP use, 57.1% (n = 32) of participants were using a PP for their own care; however, only 24.4% (n = 11) were using a PP for their patient care.

When the RN and DE groups were compared, there was a significant difference in PP use for patients—more DEs were using a PP for their patients than nurses (n = 9 vs. 1; p = 0.05). On the other hand, the RNs’ perceived usefulness of the PP for the clinic workflow was significantly higher than DEs’ (t = 2.611; p = 0.01).

Discussion

Despite high levels of PP knowledge(M = 4.59 ± .68; range 0-5) and availability, clinicians’ self-efficacy for using PPs for their own health and perceived usefulness of PPs for patient care were relatively low, which might have contributed to low PP usage. For example, based on a socio-ecological model, [39] self-efficacy is a precursor for actual behavior change (i.e., PP portal usage). The Technology Acceptance Model (TAM) well explains that perceived usefulness is an important factor for an actual system usage. [40,41]Within the usefulness dimension, participants perceived that PPs were more useful to patients than to clinicians (i.e., clinic workflow), as shown by higher item mean scores. These findings are consistent with prior findings. In a qualitative study conducted by Nazi, [30] health care professionals perceived PPs as a way to improve the communication between patients and clinicians; however, they also expressed concerns about increased workload. Other researchers reported similar perceptions; that PPs can benefit patients more than clinicians and other health practitioners [42]. This information is concerning because if clinicians perceive PPs as not helpful for their practice, they are likely to avoid using PPs for their patients. In our study, nurses reported a higher degree of perceived usefulness than DEs for the clinic workflow dimension. This outcome may be related to the current trend associated with the organizations’ emphasis on meeting MU requirements [15] and the related MU training/education provided to clinicians. In addition, many hospitals are implementing new EHR systems, and workflow has been highlighted as a vital component in this process [43,44]. Further efforts will need to be made by health care organizations to offer appropriate training to various interdisciplinary heath care team members about the benefits of PPs and to develop optimal workflow to include PPs in patient care.

Overall, participants’ actual use of a PP for their own health and for their patients was lower than its availability. Specifically, in the RN group only one (6.7%) nurse reported using a PP for his or her patients as compared to nine (39.1%) DEs. Currently, PP use by clinicians mainly focuses on eligible professionals’ use, specifically physicians or nurse practitioners [33]. There are, however, other healthcare professionals whose work is well aligned with the main goal of using a PP-engagement of patients in their own care [45]. For example, DEs can benefit from using a PP during patient education and follow-up. The PP can be an excellent tool to educate patients about the importance of checking their own lab values and medications, as well as communicating with their providers via e Messaging. Prior to the emergence of PPs, patients could communicate with their care providers by calling the provider’s office, making a clinic appointment, or via private e-mail, if provided by their providers. E Messaging within the PP provides patients with a secure direct communication channel with their providers. These PP functions can empower patients to effectively manage their own health conditions [46] and help multi-disciplinary care providers develop a well-coordinated care team.

A lack of PP use by nurses needs further investigation. In particular, the role and practice of nurses may be different between inpatient and outpatient settings. In inpatient settings, the majority of staff nurses are likely to be involved in the introduction and reinforcement of the value of the PP to their patients, rather than the use of the PP for care delivery. On the other hand, nurses in ambulatory settings, particularly in primary and chronic care practices, work with established patient panels. Thus, these nurses have more opportunities to use PPs as healthcare tools that can help them communicate more effectively with their patients and provide better self-management support.

Although PPs can provide an excellent infrastructure to deliver the health education and support needed for patients to better manage their health conditions [47-49], it is unknown whether healthcare professionals are capitalizing on the use of PPs to improve quality of care. With the arrival of MU stage III that focuses on patient outcomes, [50] investigation of the optimal use of PPs by both patients and care providers will become even more critical.

Limitations

The major limitation of this study is a small convenience sample recruited from the participants of a regional diabetes conference. The majority of participants were white women who had many years of work experience (9.72 ± 8.15 years). Thus, the results from this study may not be generalizable to DEs or RNs with other backgrounds. Specific characteristics of work settings may affect clinicians’ use of the PP. In addition to the level of self-efficacy for using a PP for their own health care, clinicians’ competency levels for using the PP component of an EHR, such as sending specific information to their patients, needs further investigation. Finally, the findings from this study indicate further opportunities to explore DEs and RNs use of PPs for patients in different settings. This study included only self-reported data using a short survey.

Conclusions

In today’s rapidly changing healthcare environment, maintaining and improving patient outcomes within cost constraints has been a challenge. Management of chronic conditions such as diabetes is an urgent healthcare priority, as their prevalence and medical expenditures are rapidly increasing. PPs offer many opportunities for engaging patients in their care and delivering coordinated care throughout the care delivery system; however, little information is available about the use of PPs by clinicians and health care professionals who are not eligible providers. The findings from our study revealed that the use of PPs for patient care is limited among these care team members, indicating that an important opportunity to improve quality of care is being overlooked. Further studies using larger and more diverse samples are needed to identify the current trends of PP use in practice and address challenges and opportunities for the optimal use of PPs in the health care delivery system.

  1. American Diabetest Association. Statistics about Diabetes. 2017. https://goo.gl/pzTH3D
  2. Centers for Disease Control and Prevention. National Diabetes Statistics Report: Estimates of Diabetes and Its Burden in the United States, 2014. Atlanta, GA: U.S. Department of Health and Human Services; 2014. https://goo.gl/6hNvtW
  3. Lorig K, Ritter PL, Villa FJ, Armas J. Community-based peer-led diabetes self-management: a randomized trial. Diabetes Educ. 2009; 35: 641-651. https://goo.gl/Mk775G
  4. Lorig K, Holman H, Sobel D. Living a Healthy Life with Chronic Conditions: Self-Management of Heart Disease, Arthritis, Diabetes, Depression, Asthma, Bronchitis, Emphysema and Other Physical and Mental Health Conditions. 4th ed. Boulder, CO: Bull Publsih Company; 2012. https://goo.gl/A63hG3
  5. Haas L, Maryniuk M, Beck J, Cox CE, Duker P, Edwards L, et al. National standards for diabetes self-management education and support. Diabetes Care. 2014; 37:144-153. https://goo.gl/zsHJ6S
  6. American Diabetes Association. Executive summary: Standards of medical care in diabetes-2014. Diabetes Care. 2014; 37: 5-13. https://goo.gl/cJBGnV
  7. Lorig K, Ritter PL, Ory MG, Whitelaw N. Effectiveness of a generic chronic disease self-management program for people with type 2 diabetes: a translation study. Diabetes Educ. 2013; 39: 655-663. https://goo.gl/djrvyq
  8. Modic MB, Sauvey R, Canfield C, Kukla A, Kaser N, Modic J, et al. Building a novel inpatient diabetes management mentor program: a blueprint for success. Diabetes Educ. 2013; 39: 293-313. https://goo.gl/KZ2CYG
  9. Beverly EA, Fitzgerald SM, Brooks KM, Hultgren BA, Ganda OP, Munshi M, et al. Impact of reinforcement of diabetes self-care on poorly controlled diabetes: a randomized controlled trial. Diabetes Educ. 2013; 39: 504-514. https://goo.gl/KNVtuu
  10. Ramadas A, Quek KF, Chan CK, Oldenburg B. Web-based interventions for the management of type 2 diabetes mellitus: a systematic review of recent evidence. Int J Med Inform. 2011; 80: 389-405. https://goo.gl/EUrqEg
  11. Glasgow R, Christiansen SM, Kurz D, King DK, Woolley T, Faber AJ, et al. Engagement in a diabetes self-management website: usage patterns and generalizability of program use. J Med Internet Res. 2011; 13: 9. https://goo.gl/yDCgwV
  12. Greenwood DA, Young HM, Quinn CC. Telehealth Remote Monitoring Systematic Review: Structured Self-monitoring of Blood Glucose and Impact on A1C. J Diabetes Sci Technol. 21 2014; 8: 378-389. https://goo.gl/d63Dn1
  13. Quinn CC, Shardell MD, Terrin ML, Barr EA, Ballew SH, Gruber-Baldini AL. Cluster-randomized trial of a mobile phone personalized behavioral intervention for blood glucose control. Diabetes Care. 2011; 34:1934-1942. https://goo.gl/uhKbVy
  14. Glasgow RE, Phillips SM, Sanchez MA. Implementation science approaches for integrating eHealth research into practice and policy. Int J Med Inform.2013; 83: 1-11. https://goo.gl/ACiTM4
  15. HealthIT.gov. Meaningful Use Regulations. 2016. https://goo.gl/Ykghja
  16. Office of the National Coordinator for Health Information Technology. What is a patient portal? 2015. https://goo.gl/8T2u58
  17. Emani S, Yamin CK, Peters E, Karson AS, Lipsitz SR, Wald JS, et al. Patient perceptions of a personal health record: A test of the diffusion of innovation model. J Med Internet Res. 2012; 14: 150. https://goo.gl/hdzmd8
  18. Lau M, Campbell H, Tang T, Thompson DJ, Elliott T. Impact of patient use of an online patient portal on diabetes outcomes. Can J Diabetes. 2014; 38: 17-21. https://goo.gl/3gocPV
  19. Osborn CY, Mayberry LS, Mulvaney SA, Hess R. Patient web portals to improve diabetes outcomes: A systematic review. Curr Diab Rep. 2010; 10: 422-435. https://goo.gl/bZThGK
  20. Irizarry T, DeVito Dabbs A, Curran CR. Patient Portals and Patient Engagement: A State of the Science Review. J Med Internet Res. 2015; 17: 148. https://goo.gl/Xm37dv  
  21. 21.  National Learning Consortium. Shared Decision Making 2013. Accessed August 19, 2017. https://goo.gl/2jqYCi  22.        Garrido T, Meng D, Wang JJ, Palen TE, Kanter MH. Secure e-mailing between physicians and patients: transformational change in ambulatory care. J Ambul Care Manage. 2014; 37:211-218. https://goo.gl/YHGLyi
  22. Sue V. The use of kp.org and self-efficacy to manage chronic conditions. 2012. Accessed August 18, 2017. https://goo.gl/s8A4T2
  23. Emont S. Measuring the impact of patient portals: What the literature tells us. 2011. Accessed August 18, 2017. https://goo.gl/eZUp2M
  24. Office of the National Coordinator for Health Information Technology. Patient portal benefits patient care and provider workflow.2014. Accessed August 18, 2017. https://goo.gl/BzbjNa
  25. Ammenwerth E, Schnell-Inderst P, Hoerbst A. The impact of electronic patient portals on patient care: a systematic review of controlled trials. J Med Internet Res. 2012; 14: 162. https://goo.gl/KGpGwF
  26. Osborn CY, Mayberry LS, Wallston KA, Johnson KB, Elasy TA. Understanding patient portal use: implications for medication management. J Med Internet Res. 2013; 15: 133. https://goo.gl/TZnTsy
  27. Sarkar U, Lyles CR, Parker MM, Allen J, Nguyen R, Moffet HH, et al. Use of the refill function through an online patient portal is associated with improved adherence to statins in an integrated health system. Med Care. 2014; 52: 194-201. https://goo.gl/GcuHyi
  28. Amante DJ, Hogan TP, Pagoto SL, English TM. A systematic review of electronic portal usage among patients with diabetes. Diabetes Technol Ther. 2014; 16: 784-793. https://goo.gl/dJiNzZ
  29. Nazi KM. The personal health record paradox: Health care professionals' perspectives and the information ecology of personal health record systems in organizational and clinical settings. J Med Internet Res. 2013; 15: 70. https://goo.gl/KQLyBT
  30. Ronda MC, Dijkhorst-Oei LT, Rutten GE. Reasons and barriers for using a patient portal: survey among patients with diabetes mellitus. J Med Internet Res. 2014; 16: 263. https://goo.gl/XjC78x
  31. Ros WJG, Horst Kt. Implementation of patient portals: the perspective of the professional care provider. Int J Integr Care. 2012; 12: 89. https://goo.gl/2ad7co
  32. Center for Medicare and Medicaid. n.d. Accessed August 19, 2017. https://goo.gl/cgcXVJ
  33. Nahm E-S, Sagherian K, Zhu S. Use of patient portals in older adults: A comparison of three samples. Stud Health Technol Inform. 2016; 225: 354-358. https://goo.gl/asFwFo
  34. Nahm E-S, Diblasi C, Gonzales E, Zhu S, Sagherian K. Patient-Centered PHR/Portal Implementation Toolkit for Ambulatory Clinics: A Feasibility Study. Comput Inform Nurs.2017; 35: 176-185. https://goo.gl/pzdnRh
  35. Nokes KM, Verkuilen J, Hickey DE, James-Borga JC, Shan J. Developing a personal health record self-efficacy tool. Appl Nurs Res. 2013; 26: 32-39. https://goo.gl/6eV78U
  36. Nahm ES, Resnick B, Mills ME. Development and pilot-testing of the perceived health Web site usability questionnaire (PHWSUQ) for older adults. Stud Health Technol Inform. 2006; 122: 38-43. https://goo.gl/8RNiyi
  37. IBM. SPSS Statistics. n.d. Accessed August 18, 2017. https://goo.gl/719CeQ
  38. Bandura A. Self-efficacy: The Exercise of Control. New York, NY: Freeman; 1997. https://goo.gl/JZd84d
  39. Venkatesh V, Davis FD. A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies. Manage Sci. 2000; 46: 186-204. https://goo.gl/YX8Adn
  40. Tavares J, Oliveira T. Electronic Health Record Patient Portal Adoption by Health Care Consumers: An Acceptance Model and Survey. J Med Internet Res. 2016; 18:49. https://goo.gl/BHyVXr
  41. Nordfeldt S, Angarne-Lindberg T, Bertero C. To use or not to use--practitioners' perceptions of an open web portal for young patients with diabetes. J Med Internet Res. 2012; 14: 154. https://goo.gl/mAuf8D
  42. Carayon P, Wetterneck TB, Alyousef B, Brown RL, Cartmill RS, McGuire K, et al. Impact of electronic health record technology on the work and workflow of physicians in the intensive care unit. Int J Med Inform. 2015; 84: 578-94.
  43. https://goo.gl/56R9jV
  44. Jang Y, Lortie MA, Sanche S. Return on investment in electronic health records in primary care practices: a mixed-methods study. JMIR Med Inform. 2014; 2: 25. https://goo.gl/8YkbbH
  45. HealthIT.gov. How to Optimize Patient Portals for Patient Engagement and Meet Meaningful Use Requirements 2013. Accessed August 18, 2017. https://goo.gl/PtfUCx
  46. Center for Disease Control and Prevention. Chronic Diseases and Health Promotion. 2014. Accessed August 18, 2017. https://goo.gl/Rc8aot
  47. Greenwood DA, Hankins AI, Parise CA, Spier V, Olveda J, Buss KA. A Comparison of In-person, Telephone, and Secure Messaging for Type 2 Diabetes Self-Management Support. Diabetes Educ.2014; 40: 516-525. https://goo.gl/53Cy38
  48. Lyles CR, Grothaus L, Reid RJ, Sarkar U, Ralston JD. Communication about diabetes risk factors during between-visit encounters. Am J Manag Care.2012; 18: 807-816. https://goo.gl/byfWuY
  49. Kruse CS, Bolton K, Freriks G. The effect of patient portals on quality outcomes and its implications to meaningful use: a systematic review. J Med Internet Res. 2015; 17: 44. https://goo.gl/W1asdY
  50. HealthIT.gov. Meaningful use Definitions & Objectives. 2015. Accessed August 29, 2017. https://goo.gl/gN6kFk