Sharing the Details: Implementing and Evaluating the Integration of New York State AIDS Institute Health Equity Competencies for Health Care Providers into Clinical Training Activities.

Background: The New York State (NYS) Department of Health (DOH) AIDS Institute (AI) Clinical Education Initiative (CEI) trains the NYS health care workforce to improve health outcomes related to HIV, sexual health, hepatitis C, and for people who use drugs. Methods: In 2019, CEI began consistently integrating health equity into CEI activities through a working group that mapped NYS DOH AI health equity competencies for providers onto planned clinical education. We conducted a convergent mixed methods study on qualitative and quantitative participant feedback form (PFF) data to evaluate these competencies between April 1, 2021, and September 30, 2022, and conducted an annual survey of NYS clinician needs in 2021 and 2022. Results: The CEI Health Equity Working Group analyzed 25 measures within 4 health equity competencies that were grouped into 4 interventions: resources, internal tools, activity creation, and evaluation. Eighty-nine percent of PFF respondents (n=20,166) strongly agreed/agreed that CEI activities included multiple viewpoints; qualitative comments described informative and helpful activities. When asked how they address patient-identified social determinants of health (SDOH) needs, 84% and 71% of annual survey respondents reported they made the highest number of referrals for health insurance coverage assistance in 2021 and 2022, respectively. Discussion: CEI continues to address participant feedback and seamless incorporation of health equity components into their work. Health Equity Implications: Health equity in clinical practice and trainings is crucial in acknowledging and addressing SDOH that continue to impact NYS clinicians and their patients.

Artificial intelligence-powered smartphone application, AICaries, improves at-home dental caries screening in children: Moderated and unmoderated usability test.

Early Childhood Caries (ECC) is the most common childhood disease worldwide and a health disparity among underserved children. ECC is preventable and reversible if detected early. However, many children from low-income families encounter barriers to dental care. An at-home caries detection technology could potentially improve access to dental care regardless of patients' economic status and address the overwhelming prevalence of ECC. Our team has developed a smartphone application (app), AICaries, that uses artificial intelligence (AI)-powered technology to detect caries using children's teeth photos. We used mixed methods to assess the acceptance, usability, and feasibility of the AICaries app among underserved parent-child dyads. We conducted moderated usability testing (Step 1) with ten parent-child dyads using "Think-aloud" methods to assess the flow and functionality of the app and analyze the data to refine the app and procedures. Next, we conducted unmoderated field testing (Step 2) with 32 parent-child dyads to test the app within their natural environment (home) over two weeks. We administered the System Usability Scale (SUS) and conducted semi-structured individual interviews with parents and conducted thematic analyses. AICaries app received a 78.4 SUS score from the participants, indicating an excellent acceptance. Notably, the majority (78.5%) of parent-taken photos of children's teeth were satisfactory in quality for detection of caries using the AI app. Parents suggested using community health workers to provide training to parents needing assistance in taking high quality photos of their young child's teeth. Perceived benefits from using the AICaries app include convenient at-home caries screening, informative on caries risk and education, and engaging family members. Data from this study support future clinical trial that evaluates the real-world impact of using this innovative smartphone app on early detection and prevention of ECC among low-income children.

Social media study of public opinions on potential COVID-19 vaccines: informing dissent, disparities, and dissemination.

Background The current development of vaccines for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is unprecedented. Little is known, however, about the nuanced public opinions on the vaccines on social media. Methods We adopted a human-guided machine learning framework using more than six million tweets from almost two million unique Twitter users to capture public opinions on the vaccines for SARS-CoV-2, classifying them into three groups: pro-vaccine, vaccine-hesitant, and anti-vaccine. After feature inference and opinion mining, 10,945 unique Twitter users were included in the study population. Multinomial logistic regression and counterfactual analysis were conducted. Results Socioeconomically disadvantaged groups were more likely to hold polarized opinions on coronavirus disease 2019 (COVID-19) vaccines, either pro-vaccine ( B = 0.40 , SE = 0.08 , P < 0.001 , OR = 1.49 ; 95 % CI = 1.26 -- 1.75 ) or anti-vaccine ( B = 0.52 , SE = 0.06 , P < 0.001 , OR = 1.69 ; 95 % CI = 1.49 -- 1.91 ). People who have the worst personal pandemic experience were more likely to hold the anti-vaccine opinion ( B = - 0.18 , SE = 0.04 , P < 0.001 , OR = 0.84 ; 95 % CI = 0.77 -- 0.90 ). The United States public is most concerned about the safety, effectiveness, and political issues regarding vaccines for COVID-19, and improving personal pandemic experience increases the vaccine acceptance level. Conclusion Opinion on COVID-19 vaccine uptake varies across people of different characteristics.

Social Stressors, Arboviral Infection, and Immune Dysregulation in the Coastal Lowland Region of Ecuador: A Mixed Methods Approach in Ecological Perspective.

Aedes aegypti, the mosquito that transmits arboviral diseases such as dengue (DENV), chikungunya (CHIKV), and Zika viruses (ZIKV), is present in tropical and subtropical regions of the world. Individuals at risk of mosquito-borne disease (MBD) in the urban tropics face daily challenges linked to their socio-environment conditions, such as poor infrastructure, poverty, crowding, and limited access to adequate healthcare. These daily demands induce chronic stress events and dysregulated immune responses. We sought to investigate the role of socio-ecologic risk factors in distress symptoms and their impact on biological responses to MBD in Machala, Ecuador. Between 2017 and 2019, individuals (≥ 18 years) with suspected arbovirus illness (DENV, ZIKV, and CHIKV) from sentinel clinics were enrolled (index cases, N = 28). Cluster investigations of the index case households and people from four houses within a 200-m radius of index home (associate cases, N = 144) were conducted (total N = 172). Hair samples were collected to measure hair cortisol concentration (HCC) as a stress biomarker. Blood samples were collected to measure serum cytokines concentrations of IL-10, IL-8, TNF-α, and TGF-ß. Univariate analyses were used to determine the association of socio-health metrics related to perceived stress scores (PSS), HCC, and immune responses. We found that housing conditions influence PSS and HCC levels in individuals at risk of MBD. Inflammatory cytokine distribution was associated with the restorative phase of immune responses in individuals with low-moderate HCC. These data suggest that cortisol may dampen pro-inflammatory responses and influence activation of the restorative phase of immune responses to arboviral infections.

Participation in genetic research among Latinx populations by Latin America birth-residency concordance: a global study.

Latinx populations are underrepresented in DNA-based research, and risk not benefiting from research if underrepresentation continues. Latinx populations are heterogenous; reflect complex social, migration, and colonial histories; and form strong global diasporas. We conducted a global study using a survey tool (Amazon's Mechanical Turk portal) to ascertain willingness to participate in genetic research by Latin America birth-residency concordance. Participants in the global study identified as Latinx (n=250) were classified as the following: (1) born/live outside of Latin America and the Caribbean (LAC), (2) born within/live outside LAC, and (3) born/live within LAC. Latinx were similarly likely to indicated they would participate DNA-based research as their non-Latinx counterparts (52.8% vs. 56.2%, respectively). Latinx born and living in LAC were significantly more willing to participate in DNA-based research than Latinx born and living outside of LAC (OR: 2.5; 95% CI: 1.3, 4.9, p<.01). Latinx indicating they would participate in genetic research were more likely to trust researchers (<.05), believe genetic research could lead to better understanding of disease (<.05), and that genetic research could lead to new treatments (p<.05) when compared with Latinx not interested in participating in genetic research. In summary, significant variation exists in genetic research interest among Latinx based on where they were born and live, suggesting that this context itself independently influences decisions about participation. Cultivating and investing in a research ecosystem that addresses, values, and respects Latinx priorities, circumstances, and researchers would likely increase research participation and, even more importantly, potentially impact the inequitable health disparities disproportionately represented in Latinx communities.

Improving accuracy of air pollution exposure measurements: Statistical correction of a municipal low-cost airborne particulate matter sensor network.

Low-cost air quality sensors can help increase spatial and temporal resolution of air pollution exposure measurements. These sensors, however, most often produce data of lower accuracy than higher-end instruments. In this study, we investigated linear and random forest models to correct PM2.5 measurements from the Denver Department of Public Health and Environment (DDPHE)'s network of low-cost sensors against measurements from co-located U.S. Environmental Protection Agency Federal Equivalence Method (FEM) monitors. Our training set included data from five DDPHE sensors from August 2018 through May 2019. Our testing set included data from two newly deployed DDPHE sensors from September 2019 through mid-December 2019. In addition to PM2.5, temperature, and relative humidity from the low-cost sensors, we explored using additional temporal and spatial variables to capture unexplained variability in sensor measurements. We evaluated results using spatial and temporal cross-validation techniques. For the long-term dataset, a random forest model with all time-varying covariates and length of arterial roads within 500 m was the most accurate (testing RMSE = 2.9 µg/m3 and R2 = 0.75; leave-one-location-out (LOLO)-validation metrics on the training set: RMSE = 2.2 µg/m3 and R2 = 0.93). For on-the-fly correction, we found that a multiple linear regression model using the past eight weeks of low-cost sensor PM2.5, temperature, and humidity data plus a near-highway indicator predicted each new week of data best (testing RMSE = 3.1 µg/m3 and R2 = 0.78; LOLO-validation metrics on the training set: RMSE = 2.3 µg/m3 and R2 = 0.90). The statistical methods detailed here will be used to correct low-cost sensor measurements to better understand PM2.5 pollution within the city of Denver. This work can also guide similar implementations in other municipalities by highlighting the improved accuracy from inclusion of variables other than temperature and relative humidity to improve accuracy of low-cost sensor PM2.5 data.

An Assessment of E-health Resources and Readiness in the Republic of the Marshall Islands: Implications for Non-communicable Disease Intervention Development.

The prevalence of non-communicable diseases (NCDs) is rapidly increasing in low and middle income countries (LMIC). The Republic of the Marshall Islands is an island country in the Pacific located near the equator and has the third highest prevalence of diabetes in the world, high rates of complications, and early mortality with limited or no resources for tertiary care of these complications. Given the limited resources of the country, there is a need for strategies which emphasize NCD prevention. E-health interventions are becoming more popular in LMICs. A rapid qualitative assessment, involving focus groups, site visits, and key informant interviews, was performed to ascertain community perceptions about the causes of NCDs including diabetes and potential solutions. An assessment of the technology infrastructure was conducted to assess capacity for potential e-health interventions. Thirty local participants were interviewed. Participants identified diabetes as the highest priority NCD with dietary shifts toward imported, processed foods and decrease in physical activity as the major causes. Text messaging and Facebook were found to be widely utilized for personal and public communication. Given the low-tech, low-cost communication mechanisms and widespread use of Facebook, a social media intervention could help support local NCD prevention communications initiatives.

A Rapid Assessment Procedure to Develop A Non-Communicable Disease Prevention Pilot Health Communications Project Using E- and M-Health Communications in Pohnpei State, Federated States of Micronesia.

Pohnpei State of the Federated States of Micronesia, located in the Northwestern Pacific Ocean, has limited health research infrastructure; chronic non-communicable diseases (NCD) such as diabetes, heart disease, and cancer are a concern. Over 73% of Pohnpei's population is overweight or obese. E- and m- (mobile) health interventions are becoming more popular in low and middle income countries. A Rapid Assessment Procedure was conducted for formative research to identify the enabling factors and challenges related to health communication and technology in Pohnpei to address NCD prevention. Thirty-seven local stakeholders were identified through snowball sampling for interviews and group discussions about e-health readiness and NCD priorities, held in local settings. Interviews were audio recorded, with field notes taken. Data were iteratively coded using DEDOOSE. Diabetes emerged as the most serious NCD issue because both the health system and local community are having to deal with the complications and consequences. Stakeholders recommended that prevention should be integrated with diabetes treatment. Local health workers' teaching evidence-based diabetes prevention and other health promotion education were through handheld (mobile devices) was identified. The ability to readily access evidence-based health education materials and modules is compatible with community approaches providing tailored, individual and small group education and social support. This approach may serve as a key component of local NCD prevention communications initiatives integral to prevent diabetes and its complications as remote Small Island Nations face burgeoning NCD epidemics and dramatic shifts in diet and activity.

A woman's worth: an access framework for integrating emergency medicine with maternal health to reduce the burden of maternal mortality in sub-Saharan Africa.

BACKGROUND: Within each of the Sustainable Development Goals (SDGs), the World Health Organization (WHO) has identified key emergency care (EC) interventions that, if implemented effectively, could ensure that the SDG targets are met. The proposed EC intervention for reaching the maternal mortality benchmark calls for "timely access to emergency obstetric care." This intervention, the WHO estimates, can avert up to 98% of maternal deaths across the African region. Access, however, is a complicated notion and is part of a larger framework of care delivery that constitutes the approachability of the proposed service, its acceptability by the target user, the perceived availability and accommodating nature of the service, its affordability, and its overall appropriateness. Without contextualizing each of these aspects of access to healthcare services within communities, utilization and sustainability of any EC intervention-be it ambulances or simple toll-free numbers to dial and activate EMS-will be futile. MAIN TEXT: In this article, we propose an access framework that integrates the Three Delays Model in maternal health, with emergency care interventions. Within each of the three critical time points, we provide reasons why intended interventions should be contextualized to the needs of the community. We also propose measurable benchmarks in each of the phases, to evaluate the successes and failures of the proposed EC interventions within the framework. At the center of the framework is the pregnant woman, whose life hangs in a delicate balance in the hands of personal and health system factors that may or may not be within her control. CONCLUSIONS: The targeted SDGs for reducing maternal mortality in sub-Saharan Africa are unlikely to be met without a tailored integration of maternal health service delivery with emergency medicine. Our proposed framework integrates the fields of maternal health with emergency medicine by juxtaposing the three critical phases of emergency obstetric care with various aspects of healthcare access. The framework should be adopted in its entirety, with measureable benchmarks set to track the successes and failures of the various EC intervention programs being developed across the African continent.

Qualitative Assessment of Environmental Health Risk Perceptions and Community Challenges in a Puerto Rican Community: Change and Continuity in Response to Hurricanes Irma and María.

Culebra, a geographically isolated island located 17 miles from the eastern coast of Puerto Rico's main island, suffers from an amalgam of significant environmental health risk and associated social determinants of health that are affecting the community. In 2017, two major Hurricanes (Irma and María) impacted Culebra, resulting in an increase of preexisting environmental health risk. The present study's primary aim was to explore community attitudes, beliefs, and perceptions of environmental health risk, and to describe the social priorities of Culebrenses in relation to these risks and challenges. Semi-structured interview guide and Rapid Qualitative Inquiry (RQI) focused on topics of environmental health risk was followed. Qualitative focus groups and individual interviews were conducted among community members in Culebra before and shortly after Hurricanes Irma and María affected the island. Environmental health factors identified included: presence of mosquitoes, trash disposal, water quality and tourism. Additionally, a strong sentiment of island pride was found potentially generating a sense of community that could facilitate solutions to the existing environmental health challenges. Preexisting environmental health risk magnified after the pass of Hurricanes Irma and María. Sustainable and community engagement approaches are needed to develop strategies that can assist in the mitigation and resolution of the identified environmental health risk and challenges, including factors associated with threats such as disasters and pollution.

Participation in Genetic Research: Amazon's Mechanical Turk Workforce in the United States and India.

BACKGROUND: Genomic research has innumerable benefits. However, if people are unwilling to participate in genomic research, application of knowledge will be limited. This study examined the likelihood of respondents from a high- and a low- to middle-income country to participate in genetic research. METHODS: Cross-sectional data were collected using Amazon's Mechanical Turk workforce to ascertain attitudes toward participation in genetic research. Registered country of residence was either the US (n = 505) or India (n = 505). Multiple logistic regression models were used to assess adjusted effects of demographic characteristics, health, social status, beliefs and concerns on 4 genetic research outcomes. RESULTS: Participants from India who believed chance and powerful others influenced their health were more likely to participate in genetic research (OR = 1.0, 95% CI 1.0-1.1) and to agree with sharing of DNA data (OR = 1.1, 95% CI 1.1-1.2). US participants were more likely to be concerned about protection of family history, which they indicated would affect participation (OR = 3.6, 95% CI 2.1-6.0). Commonalities for the likelihood of participation were beliefs that genetic research could help find new treatments (India OR = 2.3, 95% CI 1.0-5.4; US OR = 4.7, 95% CI 2.0-11.2) and descendants would benefit (India OR = 2.6, 95% CI 1.2-5.5; US OR = 3.0, 95% CI 1.3-7.1). CONCLUSIONS: Concurrence of beliefs on benefits and concerns about genetic research suggest they may be common across countries. Consideration of commonalities may be important to increase global participation in genetic research.

Unintended Pregnancy in the Native Hawaiian Community: Key Informants' Perspectives.

CONTEXT: Native Hawaiians experience the highest reported rate of unintended pregnancy of any ethnic group in Hawaii. Understanding the context in which they make decisions that influence pregnancy and pregnancy planning is essential to reducing this rate. METHODS: A qualitative study was carried out in partnership with a community health center serving a large Native Hawaiian population to explore how Native Hawaiians conceptualize pregnancy and pregnancy planning. Between August and October 2013, semistructured interviews were conducted with 10 diverse key informants from the Hawaiian community. Content analysis was used to identify themes and patterns that emerged from the interviews. RESULTS: Core Hawaiian values of children and family strongly affect how Native Hawaiians view pregnancy, pregnancy planning and unintended pregnancies. 'Ohana (families) are large and characterized by tremendous support, which is perceived to lessen the burden of an unintended pregnancy. Pregnancies, whether planned or not, are seen as blessings because children are highly valued. Because of these concepts, there is an expectation for women to continue unplanned pregnancies. Although Hawaiians ascribe value to planning pregnancies and hope that children are born under what they identify as ideal circumstances, they acknowledge that these circumstances are not necessary and often do not occur. CONCLUSION: The concepts of family and children serve as core values to Native Hawaiians and are linked to the ways in which they view pregnancy and pregnancy planning.

A qualitative assessment of beliefs, attitudes, and behaviors related to diarrhea and water filtration in rural Kenya.

OBJECTIVES: We qualitatively assessed beliefs, attitudes, and behaviors related to diarrhea and water filtration in rural Kenya. METHODS: A public health campaign was conducted in rural western Kenya to give community members a comprehensive prevention package of goods and services, including a personal water filter or a household water filter (or both). Two months after the campaign, we conducted qualitative interviews with 34 campaign attendees to assess their beliefs, attitudes, and behaviors related to diarrhea and use of the filtration devices. RESULTS: Participants held generally correct perceptions of diarrhea causation. Participants provided positive reports of their experiences with using filters and of their success with obtaining clean water, reducing disease, and reducing consumption of resources otherwise needed to produce clean water. Several participants offered technical suggestions for device improvements, and most participants were still using the devices at the time of the assessment. CONCLUSIONS: Novel water filtration devices distributed as part of a comprehensive public health campaign rapidly proved acceptable to community members and were consistent with community practices and beliefs.

A qualitative assessment of participation in a rapid scale-up, diagonally-integrated MDG-related disease prevention campaign in Rural Kenya.

BACKGROUND: Many countries face severe scale-up barriers toward achievement of MDGs. We ascertained motivational and experiential dimensions of participation in a novel, rapid, "diagonal" Integrated Prevention Campaign (IPC) in rural Kenya that provided prevention goods and services to 47,000 people within one week, aimed at rapidly moving the region toward MDG achievement. Specifically, the IPC provided interventions and commodities targeting disease burden reduction in HIV/AIDS, malaria, and water-borne illness. METHODS: Qualitative in-depth interviews (IDI) were conducted with 34 people (18 living with HIV/AIDS and 16 not HIV-infected) randomly selected from IPC attendees consenting to participate. Interviews were examined for themes and patterns to elucidate participant experience and motivation with IPC. FINDINGS: Participants report being primarily motivated to attend IPC to learn of their HIV status (through voluntary counseling and testing), and with receipt of prevention commodities (bednets, water filters, and condoms) providing further incentive. Participants reported that they were satisfied with the IPC experience and offered suggestions to improve future campaigns. INTERPRETATION: Learning their HIV status motivated participants along with the incentive of a wider set of commodities that were rapidly deployed through IPC in this challenging region. The critical role of wanting to know their HIV status combined with commodity incentives may offer a new model for rapid scaled-up of prevention strategies that are wider in scope in rural Africa.

A mixed-method assessment of beliefs and practice around breast cancer in Ethiopia: implications for public health programming and cancer control.

A large proportion of breast cancer patients in Ethiopia present for biomedical care too late, or not at all, resulting in high mortality. This study was conducted to better learn of beliefs and practices among patients accessing breast cancer services in a large referral centre in Ethiopia. Using a mixed-method design, we interviewed 69 breast cancer patients presenting for care at Tikur Anbessa Hospital in Addis Ababa, Ethiopia, about their beliefs, experiences and perspectives on breast cancer. Awareness of breast cancer is low in Ethiopia and even among those who are aware of the disease, a sense of hopelessness and fatalism is common. Early signs/symptoms are frequently ignored and patients often first present to traditional healers. Breast cancer is perceived as being caused typically from humoral anomalies or difficulties resulting from breast feeding, and study participants indicate that stigmatisation and social isolation complicate discussion and action around breast cancer. Consistent with other studies, this study shows that traditional beliefs and practices are common around breast cancer and that numerous barriers exist to identification and treatment in Ethiopia. Integrating health beliefs and practice into public health action in innovative ways may reduce stigma, increase awareness and promote survivability among breast cancer patients.

Effect of managed care on perinatal transports for the publicly funded in upstate New York.

OBJECTIVE: To determine if Medicaid Managed Care (MMC) status influences perinatal transfer rates among publicly funded individuals in a well-regionalized area. STUDY DESIGN: Perinatal transport rates were determined from deidentified data from the NYS Perinatal Data System (PDS). The predictor of interest was managed care status. Covariates included maternal, newborn, and regional variables. RESULTS: The unadjusted probability of maternal transfer was 28% lower among women enrolled in MMC vs those with Medicaid Fee-for-Service (MFFS) (odds ratio (OR)=0.72; 95% confidence interval (CI): 0.63 to 0.82). When adjusted for clinical variables influencing maternal transfer and hospital level, women in managed care were 44% less likely to be transferred (OR=0.56; 95% CI: 0.36 to 0.86). Newborns were transferred at similar rates regardless of managed care status. CONCLUSIONS: MMC status remains a significant independent predictor for maternal transfer in upstate New York (NY). Despite a well-regionalized organization for perinatal care where pre-existing written protocols for transfer between institutions are established independent of insurance status, managed care may influence decisions on nature and location of care delivery.