Behavioral and technological interventions targeting glycemic control in a racially/ethnically diverse population: a randomized controlled trial.

BACKGROUND: Diabetes self-care by patients has been shown to assist in the reduction of disease severity and associated medical costs. We compared the effectiveness of two different diabetes self-care interventions on glycemic control in a racially/ethnically diverse population. We also explored whether reductions in glycated hemoglobin (HbA1c) will be more marked in minority persons. METHODS: We conducted an open-label randomized controlled trial of 376 patients with type 2 diabetes aged ≥18 years and whose last measured HbA1c was ≥7.5% (≥58 mmol/mol). Participants were randomized to: 1) a Chronic Disease Self-Management Program (CDSMP; n = 101); 2) a diabetes self-care software on a personal digital assistant (PDA; n = 81); 3) a combination of interventions (CDSMP + PDA; n = 99); or 4) usual care (control; n = 95). Enrollment occurred January 2009-June 2011 at seven regional clinics of a university-affiliated multi-specialty group practice. The primary outcome was change in HbA1c from randomization to 12 months. Data were analyzed using a multilevel statistical model. RESULTS: Average baseline HbA1c in the CDSMP, PDA, CDSMP + PDA, and control arms were 9.4%, 9.3%, 9.2%, and 9.2%, respectively. HbA1c reductions at 12 months for the groups averaged 1.1%, 0.7%, 1.1%, and 0.7%, respectively and did not differ significantly from baseline based on the model (P = .771). Besides the participants in the PDA group reporting eating more high-fat foods compared to their counterparts (P < .004), no other significant differences were observed in participants' diabetes self-care activities. Exploratory sub-analysis did not reveal any marked reductions in HbA1c for minority persons but rather modest reductions for all racial/ethnic groups. CONCLUSIONS: Although behavioral and technological interventions can result in some modest improvements in glycemic control, these interventions did not fare significantly better than usual care in achieving glycemic control. More research is needed to understand how these interventions can be most effective in clinical practice. The reduction in HbA1c levels found in our control group that received usual care also suggests that good routine care in an integrated healthcare system can lead to better glycemic control. TRIAL REGISTRATION: Clinicaltrials.gov Identifier: NCT01221090.

Understanding the complexities of equity within the emergence and utilization of AI in academic medical centers.

This editorial discusses positions for academic medical centers to consider when designing and implementing artificial intelligence (AI) tools.

Diabetes Prevention for African-Americans: a Scoping Review.

BACKGROUND: Type 2 diabetes mellitus (T2DM) is the most common form of diabetes and is preventable in many instances. African-Americans are disproportionately represented in T2DM statistics. The strategies in place to prevent disease development in this population warrant critical examination. METHODS: A scoping review of literature was conducted to provide an overview of the largely inconsistent approach to African-American T2DM prevention research. Specific research questions included: (1) How are African-Americans treated in the existing T2DM literature? (1a) Are African-Americans primarily treated as a homogenous group in the literature? (1b) Has the literature addressed middle-class African-Americans? (2) Is the T2DM prevention literature focused on primary or secondary prevention? The review included articles published from 1985 to 2016, examining the methodology and approach toward African-Americans in each article. RESULTS: The review yielded 653 unduplicated articles. Through title, abstract, and full-text screenings, 381 articles were excluded. Of the remaining articles only 37% were focused on the prevention of T2DM development, and only 22.7% described a participant education component. The majority of the studies were observational (n = 19). Only 53.5% included majority African-American participants. Samples ranged from 2 to 27,899 individuals, which were often treated as homogeneous groups in terms of income and/or education (62.3%). CONCLUSION: The approach to T2DM prevention in African-Americans is largely inconsistent, which may be contributing to stagnation in this area of research.

Factors affecting acceptability and usability of technological approaches to diabetes self-management: a case study.

PURPOSE: This study explored the impact of personal digital assistant (PDA) features, users' perceptions, and other factors that may have hindered PDA acceptability and usability as technology advances in e-health diabetes self-management. STUDY DESIGN AND RESULTS: An ongoing study on PDA usage is set within the context of the advancements of Web 2.0 for type 2 diabetes mellitus (T2DM) self-management e-interventions. Advancements in technology as it relates to the future of T2DM mobile applications are discussed as possible deterrents of PDA acceptability and usability. CONCLUSIONS: This case study illustrates the importance of addressing factors that may impede the adoption of electronic devices intended for sustained health behavior change. Recognizing the importance of individual perception within the context of rapid technological advancements is imperative for designing future health interventions. Incorporating electronic devices that individuals are more inclined to utilize, such as smartphones, as the platform for health interventions is a promising strategy to improve acceptability and usability, allowing researchers to more accurately assess the health benefits of self-management programs.