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2.
J Med Internet Res ; 23(1): e17537, 2021 01 20.
Article En | MEDLINE | ID: mdl-33470947

BACKGROUND: Type 2 diabetes affects 30 million Americans, representing a significant cause of morbidity and mortality. Self-management support is an important component of chronic illness care and is a key pillar of the chronic care model. Face-to-face teaching and patient education materials suffer from being static or incompatible with mobile lifestyles. Digital apps provide a self-management support alternative that is convenient and scalable. OBJECTIVE: This pilot study tested the real-world deployment of a self-guided mobile app for diabetes education (Time2Focus app; MicroMass Communications Inc, Cary, NC), which utilizes evidence-based content and gamification to deliver an interactive learning experience. METHODS: Primary care providers were approached for permission to invite their patients to participate. Eligible patients were 18 to 89 years of age, had a diagnosis of type 2 diabetes, hemoglobin A1c (HbA1c) ≥8% and <12% in the past 3 months, an active online patient portal account (tied to the electronic health record), and access to an iOS or Android smartphone. Interested patients were emailed a baseline survey, and once this was completed, were sent instructions for downloading the Time2Focus app. After completing all 12 levels, participants were sent a follow-up survey. The primary outcome was the change in HbA1c. Secondary outcomes included medication adherence, self-care activities, self-reporting of physical activities, diabetes self-efficacy, illness perceptions, diabetes distress scale, and users' engagement with and rating of the app. RESULTS: Of 1355 potentially eligible patients screened, 201 were consented. Of these 201 patients, 101 (50.2%) did not download the app. Of the 100 participants (49.8%) who downloaded the app, 16 (16.0%) completed 0 levels, 26 (26.0%) completed 1 to 4 levels, 10 (10.0%) completed 5 to 11 levels, and 48 (48.0%) completed all 12 levels of the app and the follow-up survey. Those completing one or more levels had a mean pre/post-HbA1c change of -0.41% (compared to -0.32% among those who completed zero levels); however, the unadjusted two-tailed t test indicated no significant difference between the two groups (P=.73). Diabetes self-efficacy showed a large and significant increase during app usage for completers (mean change 1.28, P<.001, d=.83). Severity of illness perceptions showed a small but significant decrease during app usage for completers (mean change -0.51, P=.004, d=.43). Diabetes distress showed a small but significant decrease during app usage for completers (mean change -0.45, P=.006, d=.41). The net promoter score was 62.5, indicating that those who completed all levels of the app rated it highly and would recommend it to others. CONCLUSIONS: Participants who engaged in all 12 levels of the Time2Focus mobile app showed an improvement in diabetes self-efficacy and a decrease in severity of illness perceptions. The decrease in HbA1c observed in app users relative to nonusers during this limited pilot study was not statistically significant. However, uptake and application of lessons learned from self-management support may be delayed. Further research is needed to address how to increase engagement through self-management support and to investigate if follow up over a longer period demonstrates a significant change in outcomes such as HbA1c.


Cognitive Dysfunction/therapy , Diabetes Mellitus, Type 2/therapy , Mobile Applications/trends , Adolescent , Adult , Aged , Aged, 80 and over , Diabetes Mellitus, Type 2/psychology , Female , Humans , Male , Middle Aged , Pilot Projects , Smartphone , Surveys and Questionnaires , Young Adult
3.
Explor Res Clin Soc Pharm ; 2: 100022, 2021 Jun.
Article En | MEDLINE | ID: mdl-35481118

Background: The effects of dipeptidyl peptidase-4 inhibitors (DPP4Is) on joint pain have been controversial. Objective: To assess the comparative musculoskeletal (MSk) risk of DPP4Is vs. non-DPP4Is. Methods: This study used a national claims database from January 2007 to December 2014. Exposure included the initiation of DPP4Is against the initiation of non-DPP4Is: metformin, sulfonylureas, thiazolidinediones, meglitinides, and glucagonlike peptide-1 receptor agonists (GLP-1 RAs). Insulin was not included in this study. Outcomes were newly diagnosed MSk conditions (arthralgia, arthropathy, and rheumatoid arthritis or other inflammatory polyarthropathies). Individuals exposed to DPP4Is were matched to those exposed to non-DPP4Is using a propensity score (PS). Balance between the DPP4I's group and the non-DPP4I's group was assessed using standardized differences for both continuous and categorical variables. Cox regressions were used to estimate hazard ratios (HRs) for MSk conditions. Results: Among PS-matched cohorts, incidence rates (IRs) for MSk conditions did not differ between DPP4I initiators and non-DPP4I initiators (HR = 1.01, 95% CI: 0.97-1.05). After stratifying non-DPP4Is by drug class, the results still showed that DPP4I initiators had similar MSk risk when compared to initiators of metformin, sulfonylureas, meglitinides, and GLP-1 RAs. However, thiazolidinedione initiators had higher risk of MSk conditions than DPP4I initiators (HR = 1.05, 95% CI: 1.00-1.10). Conclusions: This head-to-head comparison study estimated comparative MSk risks among different antidiabetic drugs. The risk of MSk conditions among DPP4I initiators were not significantly higher than non-DPP4I initiators.

4.
J Health Care Poor Underserved ; 31(2): 724-741, 2020.
Article En | MEDLINE | ID: mdl-33410804

The cornerstone of ambulatory care training for internal medicine residents is the continuity clinic, which often serves medically and psychosocially complex patients. We conducted and evaluated a population-oriented redesign to improve care for "high-needs" patients and the resident experience at a hospital-based safety net primary care internal medicine practice in the Southeastern U.S. A Define, Measure, Analyze, Implement, Control (DMAIC) framework was adapted to identify and develop three main interventions to address major unmet needs of patients and trainees: (1) a behavioral health-focused team care model; (2) a formalized hospital discharge transitions workflow; and (3) the creation of larger "firms" of smaller resident practice partnerships. We constructed a financial model to justify investments, with metrics to track progress. Over three years, sustained reductions in hospitalizations and ED visits (mean annual changes of -11.6% and -16.9%, respectively) were achieved. Resident primary care provider (PCP)-to-patient continuity and satisfaction also improved.


Internship and Residency , Ambulatory Care Facilities , Continuity of Patient Care , Humans , Internal Medicine/education , Primary Health Care
5.
J Telemed Telecare ; 25(3): 142-150, 2019 Apr.
Article En | MEDLINE | ID: mdl-29285981

INTRODUCTION: Health systems are seeking innovative solutions to improve specialty care access. Electronic consultations (eConsults) allow specialists to provide formal clinical recommendations to primary care providers (PCPs) based on patient chart review, without a face-to-face visit. METHODS: We implemented a nephrology eConsult pilot program within a large, academic primary care practice to facilitate timely communication between nephrologists and PCPs. We used primary care referral data to compare wait times and completion rates between traditional referrals and eConsults. We surveyed PCPs to assess satisfaction with the program. RESULTS: For traditional nephrology referrals placed during the study period (July 2016-March 2017), there was a 51-day median appointment wait time and a 40.9% referral completion rate. For eConsults, there was a median nephrologist response time of one day and a 100% completion rate; 67.5% of eConsults did not require a subsequent face-to-face specialty appointment. For eConsults that were converted to an in-person visit, the median wait time and completion rate were 40 days and 73.1%, respectively. Compared to traditional referrals placed during the study period, eConsults converted to in-person visits were more likely to be completed ( p = 0.001). Survey responses revealed that PCPs were highly satisfied with the program and consider the quick turnaround time as the greatest benefit. DISCUSSION: Our eConsult pilot program reduced nephrology wait times and significantly increased referral completion rates. In large integrated health systems, eConsults have considerable potential to improve access to specialty care, reduce unnecessary appointments, and optimize the patient population being seen by specialists.


Nephrology/organization & administration , Primary Health Care/organization & administration , Remote Consultation/organization & administration , Appointments and Schedules , Health Services Accessibility/organization & administration , Health Services Accessibility/statistics & numerical data , Humans , Pilot Projects , Referral and Consultation/organization & administration , Referral and Consultation/statistics & numerical data , Surveys and Questionnaires , Waiting Lists
6.
J Health Commun ; 20(6): 728-35, 2015.
Article En | MEDLINE | ID: mdl-25844569

Type 2 diabetes is a major health burden in the United States, and population trends suggest this burden will increase. High interest in, and increased availability of, testing for genetic risk of type 2 diabetes presents a new opportunity for reducing type 2 diabetes risk for many patients; however, to date, there is little evidence that genetic testing positively affects type 2 diabetes prevention. Genetic information may not fit patients' illness representations, which may reduce the chances of risk-reducing behavior changes. The present study aimed to examine illness representations in a clinical sample who are at risk for type 2 diabetes and interested in genetic testing. The authors used the Common Sense Model to analyze survey responses of 409 patients with type 2 diabetes risk factors. Patients were interested in genetic testing for type 2 diabetes risk and believed in its importance. Most patients believed that genetic factors are important to developing type 2 diabetes (67%), that diet and exercise are effective in preventing type 2 diabetes (95%), and that lifestyle changes are more effective than drugs (86%). Belief in genetic causality was not related to poorer self-reported health behaviors. These results suggest that patients' interest in genetic testing for type 2 diabetes might produce a teachable moment that clinicians can use to counsel behavior change.


Diabetes Mellitus, Type 2/genetics , Genetic Predisposition to Disease , Genetic Testing , Health Knowledge, Attitudes, Practice , Patients/psychology , Adult , Diabetes Mellitus, Type 2/prevention & control , Diet/psychology , Exercise/psychology , Female , Humans , Male , Middle Aged , Patients/statistics & numerical data
7.
Acad Med ; 88(10): 1424-9, 2013 Oct.
Article En | MEDLINE | ID: mdl-23969357

There is a real need for innovation in health care delivery, as well as in medicine, to address related challenges of access, quality, and affordability through new and creative approaches. Health care environments must foster innovation, not just allowing it but actively encouraging it to happen anywhere and at every level in health care and medicine-from the laboratory, to the operating room, bedside, and clinics. This paper reviews the essential elements and environmental factors important for health-related innovation to flourish in academic health systems.The authors maintain that innovation must be actively cultivated by teaching it, creating "space" for and supporting it, and providing opportunities for its implementation. The authors seek to show the importance of these three fundamental principles and how they can be implemented, highlighting examples from across the country and their own institution.Health innovation cannot be relegated to a second-class status by the urgency of day-to-day operations, patient care, and the requirements of traditional research. Innovation needs to be elevated to a committed endeavor and become a part of an organization's culture, particularly in academic health centers.


Academic Medical Centers/organization & administration , Biomedical Research/trends , Delivery of Health Care/trends , Diffusion of Innovation , Education, Medical/trends , Humans , Research Support as Topic/trends , Translational Research, Biomedical/trends , United States
8.
BMC Health Serv Res ; 12: 16, 2012 Jan 18.
Article En | MEDLINE | ID: mdl-22257365

BACKGROUND: Type 2 diabetes is a prevalent chronic condition globally that results in extensive morbidity, decreased quality of life, and increased health services utilization. Lifestyle changes can prevent the development of diabetes, but require patient engagement. Genetic risk testing might represent a new tool to increase patients' motivation for lifestyle changes. Here we describe the rationale, development, and design of a randomized controlled trial (RCT) assessing the clinical and personal utility of incorporating type 2 diabetes genetic risk testing into comprehensive diabetes risk assessments performed in a primary care setting. METHODS/DESIGN: Patients are recruited in the laboratory waiting areas of two primary care clinics and enrolled into one of three study arms. Those interested in genetic risk testing are randomized to receive either a standard risk assessment (SRA) for type 2 diabetes incorporating conventional risk factors plus upfront disclosure of the results of genetic risk testing ("SRA+G" arm), or the SRA alone ("SRA" arm). Participants not interested in genetic risk testing will not receive the test, but will receive SRA (forming a third, "no-test" arm). Risk counseling is provided by clinic staff (not study staff external to the clinic). Fasting plasma glucose, insulin levels, body mass index (BMI), and waist circumference are measured at baseline and 12 months, as are patients' self-reported behavioral and emotional responses to diabetes risk information. Primary outcomes are changes in insulin resistance and BMI after 12 months; secondary outcomes include changes in diet patterns, physical activity, waist circumference, and perceived risk of developing diabetes. DISCUSSION: The utility, feasibility, and efficacy of providing patients with genetic risk information for common chronic diseases in primary care remain unknown. The study described here will help to establish whether providing type 2 diabetes genetic risk information in a primary care setting can help improve patients' clinical outcomes, risk perceptions, and/or their engagement in healthy behavior change. In addition, study design features such as the use of existing clinic personnel for risk counseling could inform the future development and implementation of care models for the use of individual genetic risk information in primary care. TRIAL REGISTRATION: ClinicalTrials.gov: NCT00849563.


Diabetes Mellitus, Type 2/genetics , Genetic Predisposition to Disease/psychology , Genetic Testing , Health Behavior , Outcome Assessment, Health Care , Primary Health Care/methods , Adolescent , Adult , Aged , Aged, 80 and over , Attitude to Health , Diabetes Mellitus, Type 2/prevention & control , Humans , Middle Aged , Patient Education as Topic , Prospective Studies , Research Design , Risk Assessment , Risk Factors , Young Adult
9.
Acad Med ; 86(5): 575-9, 2011 May.
Article En | MEDLINE | ID: mdl-21436663

The rapidly changing field of medicine demands that future physician-leaders excel not only in clinical medicine but also in the management of complex health care enterprises. However, many physicians have become leaders "by accident," and the active cultivation of future leaders is required. Addressing this need will require multiple approaches, targeting trainees at various stages of their careers, such as degree-granting programs, residency and fellowship training, and career and leadership development programs. Here, the authors describe a first-of-its-kind graduate medical education pathway at Duke Medicine, the Management and Leadership Pathway for Residents (MLPR). This program was developed for residents with both a medical degree and management training. Created in 2009, with its first cohort enrolled in the summer of 2010, the MLPR is intended to help catalyze the emergence of a new generation of physician-leaders. The program will provide physicians-in-training with rigorous clinical exposure along with mentorship and rotational opportunities in management to accelerate the development of critical leadership and management skills in all facets of medicine, including care delivery, research, and education. To achieve this, the MLPR includes 15 to 18 months of project-based rotations under the guidance of senior leaders in many disciplines including finance, patient safety, health system operations, strategy, and others. Developing both clinical and management skill sets during graduate medical education holds the promise of engaging future leaders of health care at an early career stage, keeping more MD-MBA graduates within health care, and creating a bench of talented future physician-executives.


Delivery of Health Care/organization & administration , Education, Medical, Graduate/organization & administration , Internship and Residency/organization & administration , Leadership , Physician Executives/education , Curriculum , Diffusion of Innovation , Female , Forecasting , Humans , Male , Practice Management, Medical/organization & administration , Program Development , Program Evaluation , United States
10.
Telemed J E Health ; 16(5): 595-602, 2010 Jun.
Article En | MEDLINE | ID: mdl-20575727

OBJECTIVE: The Veterans Health Administration has developed My HealtheVet (MHV), a Web-based portal that links veterans to their care in the veteran affairs (VA) system. The objective of this study was to measure diabetic veterans' access to and use of the Internet, and their interest in using MHV to help manage their diabetes. MATERIALS AND METHODS: Cross-sectional mailed survey of 201 patients with type 2 diabetes and hemoglobin A(1c) > 8.0% receiving primary care at any of five primary care clinic sites affiliated with a VA tertiary care facility. Main measures included Internet usage, access, and attitudes; computer skills; interest in using the Internet; awareness of and attitudes toward MHV; demographics; and socioeconomic status. RESULTS: A majority of respondents reported having access to the Internet at home. Nearly half of all respondents had searched online for information about diabetes, including some who did not have home Internet access. More than a third obtained "some" or "a lot" of their health-related information online. Forty-one percent reported being "very interested" in using MHV to help track their home blood glucose readings, a third of whom did not have home Internet access. Factors associated with being "very interested" were as follows: having access to the Internet at home (p < 0.001), "a lot/some" trust in the Internet as a source of health information (p = 0.002), lower age (p = 0.03), and some college (p = 0.04). Neither race (p = 0.44) nor income (p = 0.25) was significantly associated with interest in MHV. CONCLUSIONS: This study found that a diverse sample of older VA patients with sub-optimally controlled diabetes had a level of familiarity with and access to the Internet comparable to an age-matched national sample. In addition, there was a high degree of interest in using the Internet to help manage their diabetes.


Attitude to Computers , Computer Literacy , Internet/statistics & numerical data , Veterans , Age Factors , Aged , Consumer Health Information , Cross-Sectional Studies , Diabetes Mellitus, Type 2/prevention & control , Diabetes Mellitus, Type 2/psychology , Electronic Health Records , Female , Health Knowledge, Attitudes, Practice , Health Literacy , Humans , Logistic Models , Male , Middle Aged , Multivariate Analysis , North Carolina , Patient Participation , Self Efficacy , Surveys and Questionnaires , Veterans/education , Veterans/psychology , Veterans/statistics & numerical data
11.
J Clin Hypertens (Greenwich) ; 9(5): 330-6, 2007 May.
Article En | MEDLINE | ID: mdl-17485968

This study examined patients' perceptions of their providers' participatory decision making (PDM) style and hypertension self-care behaviors and outcomes. Five hundred fifty-four veterans with hypertension enrolled in the Veterans' Study to Improve the Control of Hypertension rated providers' PDM styles using a validated 3-item instrument. Behaviors assessed included presence of a home blood pressure monitor, monitoring frequency, and self-reported antihypertensive medication adherence. Overall, veterans with hypertension rated providers as highly participatory. In adjusted analyses, a lower PDM score was associated with decreased odds of having a home monitor (odds ratio, 0.90 per 10-point decrement in PDM score; 95% confidence interval, 0.83-0.98) but not with monitoring frequency, adherence, or blood pressure control. Providers' involvement of patients in decision making, reflected in ratings of PDM style, may be important to securing patients' participation in their own care, but alone this factor seems insufficient. No relationship between PDM score and blood pressure control was observed.


Decision Making , Health Behavior , Hypertension/therapy , Patient Participation , Self Care , Aged , Antihypertensive Agents/therapeutic use , Blood Pressure/drug effects , Blood Pressure Monitoring, Ambulatory , Cross-Sectional Studies , Female , Humans , Hypertension/drug therapy , Hypertension/physiopathology , Logistic Models , Male , Middle Aged , North Carolina , Patient Compliance , Physician-Patient Relations , Predictive Value of Tests , Randomized Controlled Trials as Topic , Reproducibility of Results , Research Design , Treatment Outcome
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