Digital health interventions to support women with opioid use disorder: A scoping review.

BACKGROUND: Digital health interventions have the potential to address barriers to care for women. To design effective digital health interventions that meet the needs of this population, a full assessment of the existing literature is required. METHODS: This scoping review followed the Preferred Reporting Items for Systematic reviews and Meta-Analyses extension for Scoping Reviews (PRISMA-ScR) Checklist. A total of four databases were searched: Medline (OVID), Embase, the Cumulative Index to Nursing and Allied Health Literature, and PsychInfo. Search terms were informed by a preliminary search and included synonyms for opioid use disorder, digital health, and women. Abstract screening and full text review was completed after reviewer calibration. Data extraction was carried out through data charting. RESULTS: After removal of duplicates, 901 abstracts were screened; the full text of 26 manuscripts were reviewed. After full text review, 17 studies published between 2018 and 2023 were included in the scoping review. Types of digital health interventions and study designs varied widely, with a majority focused on the peripartum period (n=12). Of 11 studies focused on OUD treatment, only three reported outcomes related to MOUD utilization. Two studies described community engagement to inform the development or modification of interventions. CONCLUSION: A variety of digital health interventions are currently being used to address OUD among women. Areas for future work include examining efficacy for MOUD utilization, incorporating community engagement into intervention development, providing support for OUD treatment and recovery in the late postpartum period and beyond, and the development of mobile health applications.

Using Causal Bayesian Networks to Assess the Role of Patient-Centered Care and Psychosocial Factors on Durable HIV Viral Suppression.

We assessed the role of patient-centered care on durable viral suppression (i.e., all viral load test results < 200 copies per ml during 2019) by conducting a retrospective cohort study of clients medically case managed by the Miami-Dade County Ryan White Program (RWP). Summary measures of patient-centered care practices of RWP-affiliated providers were obtained from a survey of 1352 clients. Bayesian network models analyzed the complex relationship between psychosocial and patient-centered care factors. Of 5037 clients, 4135 (82.1%) had durable viral suppression. Household income was the factor most strongly associated with durable viral suppression. Further, mean healthcare relationship score and mean "provider knows patient as a person" score were both associated with durable viral suppression. Healthcare relationship score moderated the association between low household income and lack of durable viral suppression. Although patient-centered care supports patient HIV care success, wrap around support is also needed for people with unmet psychosocial needs.

RESUMEN: Evaluamos el rol de la atención centrada en el paciente en la supresión viral duradera (es decir, todos los resultados de las pruebas de carga viral < 200 copias por ml durante 2019) mediante la realización de un estudio de cohorte retrospectivo de clientes manejados médicamente por el Programa Ryan White del condado de Miami-Dade (RWP). Se obtuvieron medidas resumidas de las prácticas de atención centradas en el paciente de los proveedores afiliados a RWP usando una encuesta de 1352 clientes. Los modelos de redes bayesianos analizaron la relación compleja entre los factores psicosociales y de atención centrada en el paciente. De 5037 clientes, 4135 (82,1%) tenían una supresión viral duradera. Los ingresos del hogar fueron el factor asociado con la supresión viral duradera más fuerte. Además, la puntuación promedia de la relación con proveedores de atención médica y la puntuación promedia de "el proveedor conoce al paciente como persona" fueron asociados con una supresión viral duradera. La puntuación de la relación con proveedores de atención médica moderó la asociación entre los ingresos bajos del hogar y la falta de supresión viral duradera. Aunque la atención centrada en el paciente apoya el éxito de la atención médica del VIH, también se necesita un apoyo integral para las personas con necesidades psicosociales insatisfechas.

Exploring the use of self-management strategies for antiretroviral therapy adherence among women with HIV in the Miami-Dade County Ryan White Program.

Women with HIV (WWH) face increased difficulties maintaining adherence to antiretroviral therapy (ART) due to a variety of demographic and psychosocial factors. To navigate the complexities of ART regimens, use of strategies to maintain adherence is recommended. Research in this area, however, has largely focused on adherence interventions, and few studies have examined self-reported preferences for adherence strategies. The purpose and objectives of this study were to explore the use of ART self-management strategies among a diverse sample of WWH, examine demographic and psychosocial differences in strategy use, and assess the association between strategies and ART adherence. The current study presents secondary data of 560 WWH enrolled in the Miami-Dade County Ryan White Program. Participants responded to questionnaire items assessing demographic and psychosocial characteristics, use of adherence strategies, and ART adherence during the past month. Principal component analysis identified four categories among the individual strategies and multivariable binomial logistic regression assessed adherence while controlling for individual-level factors. The majority of WWH reported optimal ART adherence, and nearly all used multiple individual strategies. The number of individual strategies used and preferences for strategy types were associated with various demographic and psychosocial characteristics. Adjusting for demographic and psychosocial characteristics, optimal ART adherence during the past month was associated with the use of four or more individual strategies. When conducting regular assessments of adherence, it may be beneficial to also assess use of adherence strategies and to discuss with WWH how using multiple strategies contributes to better adherence.

Patient-Provider Relationships and Antiretroviral Therapy Adherence and Durable Viral Suppression Among Women with HIV, Miami-Dade County, Florida, 2021-2022.

Women with HIV in the United States are more negatively affected by adverse social determinants such as low education and poverty than men, and thus, especially need a supportive health care system. This cross-sectional study assessed the role of the patient-provider relationship on antiretroviral therapy (ART) adherence and durable viral suppression among women with HIV (WHIV) in Miami-Dade County, Florida. Patient-provider relationship was measured, in part, using the Health Care Relationship Trust Scale and Consumer Assessment of Health Care Providers and Systems. The survey was administered by telephone to women in the Ryan White Program June 2021-March 2022. Adherence was defined as 90% adherent on the average of three self-reported items. Lack of durable viral suppression was defined by at least one viral load ≥200 copies/mL among all tests conducted in a year. Logistic regression models were generated using backward stepwise modeling. Of 560 cis-gender women, 401 (71.6%) were adherent, and 450 (80.4%) had durable viral suppression. In the regression model, adherence was associated with higher patient-provider trust and provider communication as well as excellent perceived health, lack of significant depressive symptoms, no alcohol use within the last 30 days, and lack of transportation problems. In the regression model using provider as a random effect, durable viral suppression was associated with older age, Hispanic ethnicity, and lack of illegal drug use. While the results show that a strong patient-provider relationship facilitates ART adherence in WHIV, there was no association with durable viral suppression.

Nonfatal opioid-related overdoses treated by emergency medical services in Florida, before and during the COVID-19 pandemic.

Previous studies have found increases in nonfatal opioid overdoses during the COVID-19 pandemic, which created difficult conditions for people with substance use disorders. We assessed changes in nonfatal opioid-related overdoses in Florida during the onset of the COVID-19 pandemic. Emergency medical service data was obtained from the Florida Department of Health. Naloxone administration with documented improvement was used as a proxy for nonfatal opioid-related overdoses. Age-adjusted rates were estimated per 100,000 population for April-September 2020 (n = 9,377) and compared to the same time period during 2019 (n = 6,765) using rate ratios. Age-adjusted rates were estimated by sex, race/ethnicity, and metro/nonmetro county classification, as well as county-level measures of medications for opioid use disorder (MOUD) availability, rates of COVID-19 deaths, and unemployment during 2020. The age-adjusted rate of nonfatal opioid-related overdoses increased from 32.41 (95 % CL: 31.64-33.19) during 2019 to 45.35 (95 % CL: 44.42-46.27) during 2020 (RR = 1.40; 95 % CL: 1.36-1.44). The rate for males increased most in metro counties (RR = 1.47, 95 % CL: 1.41-1.53); the rate for females increased most in nonmetro counties (RR = 1.51, 95 % CL: 1.10-2.06). The largest increases were observed among Hispanics (males: RR = 1.56, 95 % CL: 1.37-1.78; females: RR = 1.44, 95 % CL: 1.14-1.81), counties with no MOUD treatment options (RR = 1.66, 95 % CL: 1.14-2.44) and counties with the lowest rates of buprenorphine prescribers (RR = 1.70, 95 % CL: 1.29-2.22). Nonfatal opioid-related overdoses increased in Florida during the first six months of the COVID-19 pandemic. Expanding access to services that support treatment and recovery is critical to addressing the ongoing opioid crisis in Florida.

Ideological variation in preferred content and source credibility on Reddit during the COVID-19 pandemic.

In this exploratory study, we examine political polarization regarding the online discussion of the COVID-19 pandemic. We use data from Reddit to explore the differences in the topics emphasized by different subreddits according to political ideology. We also examine whether there are systematic differences in the credibility of sources shared by the subscribers of subreddits that vary by ideology, and in the tendency to share information from sources implicated in spreading COVID-19 misinformation. Our results show polarization in topics of discussion: the Trump, White House, and economic relief topics are statistically more prominent in liberal subreddits, and China and deaths topics are more prominent in conservative subreddits. There are also significant differences between liberal and conservative subreddits in their preferences for news sources. Liberal subreddits share and discuss articles from more credible news sources than conservative subreddits, and conservative subreddits are more likely than liberal subreddits to share articles from sites flagged for publishing COVID-19 misinformation.

Topic Analysis of Traditional and Social Media News Coverage of the Early COVID-19 Pandemic and Implications for Public Health Communication.

OBJECTIVE: To characterize and compare early coverage of coronavirus disease 2019 (COVID-19) in newspapers, television, and social media, and discuss implications for public health communication strategies that are relevant to an initial pandemic response. METHODS: Latent Dirichlet allocation (LDA), an unsupervised topic modeling technique, analysis of 3271 newspaper articles, 40 cable news shows transcripts, 96,000 Twitter posts, and 1000 Reddit posts during March 4-12, 2020, a period chronologically early in the timeframe of the COVID-19 pandemic. RESULTS: Coverage of COVID-19 clustered on topics such as epidemic, politics, and the economy, and these varied across media sources. Topics dominating news were not predominantly health-related, suggesting a limited presence of public health in news coverage in traditional and social media. Examples of misinformation were identified, particularly in social media. CONCLUSIONS: Public health entities should use communication specialists to create engaging informational content to be shared on social media sites. Public health officials should be attuned to their target audience to anticipate and prevent spread of common myths likely to exist within a population. This may help control misinformation in early stages of pandemics.