Zero-shot learning to extract assessment criteria and medical services from the preventive healthcare guidelines using large language models.

OBJECTIVES: The integration of these preventive guidelines with Electronic Health Records (EHRs) systems, coupled with the generation of personalized preventive care recommendations, holds significant potential for improving healthcare outcomes. Our study investigates the feasibility of using Large Language Models (LLMs) to automate the assessment criteria and risk factors from the guidelines for future analysis against medical records in EHR. MATERIALS AND METHODS: We annotated the criteria, risk factors, and preventive medical services described in the adult guidelines published by United States Preventive Services Taskforce and evaluated 3 state-of-the-art LLMs on extracting information in these categories from the guidelines automatically. RESULTS: We included 24 guidelines in this study. The LLMs can automate the extraction of all criteria, risk factors, and medical services from 9 guidelines. All 3 LLMs perform well on extracting information regarding the demographic criteria or risk factors. Some LLMs perform better on extracting the social determinants of health, family history, and preventive counseling services than the others. DISCUSSION: While LLMs demonstrate the capability to handle lengthy preventive care guidelines, several challenges persist, including constraints related to the maximum length of input tokens and the tendency to generate content rather than adhering strictly to the original input. Moreover, the utilization of LLMs in real-world clinical settings necessitates careful ethical consideration. It is imperative that healthcare professionals meticulously validate the extracted information to mitigate biases, ensure completeness, and maintain accuracy. CONCLUSION: We developed a data structure to store the annotated preventive guidelines and make it publicly available. Employing state-of-the-art LLMs to extract preventive care criteria, risk factors, and preventive care services paves the way for the future integration of these guidelines into the EHR.

Initial evaluation of a technologyenabled change in delivery of the dementia service during COVID-19 in North Warwickshire.

BACKGROUND: Remote monitoring technologies show potential to help health professionals deliver preventative interventions which can avoid hospital admissions and allow patients to remain in a home setting. AIMS: To assess whether an Internet of Things (IoT) driven remote monitoring technology, used in the care pathway of community dementia patients in North Warwickshire improved access to care for patients and cost effectiveness. METHOD: Patient level changes to anonymised retrospective healthcare utilisation data were analysed alongside costs. RESULTS: Urgent care decreased following use of an IoT driven remote monitoring technology; one preventative intervention avoided an average of three urgent interventions. A Chi-Square test showing this change as significant. Estimates show annualised service activity avoidance of £201,583 for the cohort; £8764 per patient. CONCLUSIONS: IoT driven remote monitoring had a positive impact on health utilisation and cost avoidance. Future expansion of the cohort will allow for validation of the results and consider the impact of the technology on patient health outcomes and staff workflows.

Racial and Ethnic Disparities in Attendance to Well-Child Visit Recommendations during COVID-19.

OBJECTIVE: To measure the impact of the COVID-19 pandemic on racial and ethnic disparities in attendance to well-child visit recommendations. METHODS: We used the nationally representative Medical Expenditure Panel Survey (MEPS) to compare pre-pandemic (2018-2019) and pandemic (2020 and 2021) ratios of well-child visits to age-based recommendations, presenting both unadjusted and adjusted attendance disparities over time. We also used the 1996-2021 MEPS to place the pandemic changes in an historical context. RESULTS: Average attendance decreased from 66.6% in 2018-2019 (95% confidence interval [CI]: 64.1, 69.1) to 58.6% in 2020 (95% CI: 55.5, 61.6), rebounding to 65.1% in 2021 (95% CI: 61.5, 68.7). The unadjusted disparity in attendance between White non-Hispanic and Black non-Hispanic children widened from 9.6 percentage points in 2018-2019 (95% CI: 2.8, 16.4) to 24.8 percentage points in 2020 (95% CI: 17.5, 32.2) and 21.4 percentage points in 2021 (95% CI: 11.2, 31.5). The unadjusted disparity in attendance between White non-Hispanic and Hispanic children widened from 14.8 percentage points in 2018-2019 (95% CI: 9.7, 19.8) to 26.3 percentage points in 2020 (95% CI: 19.9, 32.7) and 24.9 percentage points in 2021 (95% CI: 17.5, 32.3). Changes in disparities were large even when we controlled for health status, demographic and socioeconomic characteristics, health insurance, and state of residence. Magnitudes of the racial and ethnic attendance disparities during the pandemic's first two years were unprecedented since 1996. CONCLUSIONS: Widening attendance disparities during the pandemic highlight the need to build a more equitable health care system for all children.

The Annual Wellness Visit Health Risk Assessment: Potential of Patient Portal-Based Completion and Patient-Oriented Education and Support.

Background and Objectives: Patient portals are secure online platforms that allow patients to perform electronic health management tasks and engage in bidirectional information exchange with their care team. Some health systems administer Medicare Annual Wellness Visit (AWV) health risk assessments through the patient portal. Scalable opportunities from portal-based administration of risk assessments are not well understood. Our objective is 2-fold-to understand who receives vs misses an AWV and health risk assessment and explore who might be missed with portal-based administration. Research Design and Methods: This is an observational study of electronic medical record and patient portal data (10/03/2021-10/02/2022) for 12 756 primary care patients 66+ years from a large academic health system. Results: Two-thirds (n = 8420) of older primary care patients incurred an AWV; 81.0% of whom were active portal users. Older adults who were active portal users were more likely to incur AWV than those who were not, though portal use was high in both groups (81.0% with AWV vs 76.8% without; p < .001). Frequently affirmative health risk assessment categories included falls/balance concerns (44.2%), lack of a documented advanced directive (42.3%), sedentary behaviors (39.9%), and incontinence (35.1%). Mean number of portal messages over the 12-month observation period varied from 7.2 among older adults affirmative responses to concerns about safety at home to 13.8 for older adults who reported difficulty completing activities of daily living. Portal messaging varied more than 2-fold across affirmative health risk categories and were marginally higher with greater number affirmative (mean = 13.8 messages/year no risks; 19.6 messages/year 10+ risks). Discussion and Implications: Most older adults were active portal users-a group more likely to have incurred a billed AWV. Efforts to integrate AWV risk assessments in the patient portal may streamline administration and scalability for dissemination of tailored electronically mediated preventive care but must attend to equity issues.

Disparities in Unmet Health Care Needs Among US Children During the COVID-19 Pandemic.

PURPOSE: The COVID-19 pandemic disrupted pediatric health care in the United States, and this disruption layered on existing barriers to health care. We sought to characterize disparities in unmet pediatric health care needs during this period. METHODS: We analyzed data from Wave 1 (October through November 2020) and Wave 2 (March through May 2021) of the COVID Experiences Survey, a national longitudinal survey delivered online or via telephone to parents of children aged 5 through 12 years using a probability-based sample representative of the US household population. We examined 3 indicators of unmet pediatric health care needs as outcomes: forgone care and forgone well-child visits during fall 2020 through spring 2021, and no well-child visit in the past year as of spring 2021. Multivariate models examined relationships of child-, parent-, household-, and county-level characteristics with these indicators, adjusting for child's age, sex, and race/ethnicity. RESULTS: On the basis of parent report, 16.3% of children aged 5 through 12 years had forgone care, 10.9% had forgone well-child visits, and 30.1% had no well-child visit in the past year. Adjusted analyses identified disparities in indicators of pediatric health care access by characteristics at the level of the child (eg, race/ethnicity, existing health conditions, mode of school instruction), parent (eg, childcare challenges), household (eg, income), and county (eg, urban-rural classification, availability of primary care physicians). Both child and parent experiences of racism were also associated with specific indicators of unmet health care needs. CONCLUSIONS: Our findings highlight the need for continued research examining unmet health care needs and for continued efforts to optimize the clinical experience to be culturally inclusive.

Improving Health Equity and Outcomes for Children and Adolescents: The Role of School-Based Health Centers (SBHCs).

School-based health centers (SBHCs) provide a critical point of access to youth in low-resource communities. By providing a combination of primary care, reproductive health, mental health, vision, dental, and nutrition services, SBHCs improve the health, wellbeing, and academic achievement of the students they serve. SBHCs operate in collaboration with schools and community primary care providers to optimize the management of chronic health conditions and other health concerns that may result in suboptimal scholastic achievement and other quality of life measures. Conveniently located in or near school buildings and providing affordable, child- and adolescent-focused care, SBHCs reduce barriers to youth accessing high quality health care. SBHCs provide essential preventive care services such as comprehensive physical examinations and immunizations to students without a primary care provider, assist in the management of chronic health conditions such as asthma, and provide reproductive and sexual health services such as the provision of contraceptives, screening and treatment for sexually transmitted infections (STIs), and management of pregnancy. Additionally, some SBHCs provide vision screenings, dental care, and nutrition counseling to students who may not otherwise access these services. SBHCs have been demonstrated to be a cost-effective model of health care delivery, reducing both health care and societal costs related to illness, disability, and lost productivity.

Determinants and effectiveness of annual wellness visits among Medicare beneficiaries in 2020.

BACKGROUND: Annual wellness visits (AWVs) have the potential to improve general health and well-being, but little is known about the role of AWVs during the COVID-19 pandemic. OBJECTIVE: We examined the determinants and effectiveness of having an AWV among Medicare beneficiaries in 2020. METHODS: We employed a cross-sectional study design using data from the 2020 Medicare Current Beneficiary Survey. Our outcomes included AWV utilization, preventive care utilization, health status, and care satisfaction. To examine the determinants for having an AWV, we performed a linear regression model and explored the associations with other individual-level variables (demographic, socioeconomic, and health characteristics). To examine the effectiveness of having an AWV, we performed a linear regression model on each outcome measure while adjusting for individual-level variables. RESULTS: We found that there were several determinants of having an AWV. The four most notable determinants were having a usual source of care, enrolling in Medicare Advantage, being non-Hispanic Black, and being Hispanic. We also found that having an AWV was associated with increases in preventive care use (COVID vaccine, flu shot, pneumonia shot, and blood pressure measurement), but was limited in improving health status and care satisfaction. CONCLUSION: Our finding raises critical concerns about inequitable access to health care services for disease prevention and health promotion during the pandemic. Furthermore, the effectiveness of AWVs was mostly in increased preventive care use, suggesting a limited role in meeting the wellness needs of a diverse population of older adults.

Rural-urban differences in access to care among children and adolescents in the United States.

PURPOSE: Rural children and adolescents face disproportionate challenges in access to health care services than their urban counterparts. Yet, recent evidence on disparities in access to health care between rural and urban children and adolescents has been limited. This study examines the associations of residence location with receipt of preventive care, foregone medical care, and continuity of insurance coverage among US children and adolescents. METHODS: This study used cross-sectional data from the 2019 to 2020 National Survey of Children's Health, with a final sample size of 44,679 children. Descriptive statistics, bivariate analyses, and multivariable logistic regression models were used to examine the differences in preventive care, foregone care, and continuity of insurance coverage between rural and urban children and adolescents. FINDINGS: Rural children had lower odds of receiving preventive care (aOR 0.64; 95% CI 0.56-0.74) and having continuous health insurance coverage (aOR 0.68; 95% CI 0.56-0.83) compared to urban children. The odds of foregone care were similar between rural and urban children. Children at every federal poverty level (FPL) less than 400% were less likely to receive preventive care, and more likely to forego care than children residing at 400% or above FPL. CONCLUSIONS: Rural disparities in child preventive care and insurance continuity warrant ongoing surveillance and local access to care initiatives, especially for children in low-income households. Without updated public health surveillance, policymakers and program developers may not be aware of current disparities. School-based health centers are 1 avenue for meeting the unmet health care needs of rural children.

'It seems like a luxury to be able to offer that': Factors influencing the implementation of annual health checks for autistic people in England.

LAY ABSTRACT: Autistic people are more likely to have mental and physical health problems than non-autistic people. Annual health checks could reduce these problems by finding and treating them early. Annual health checks are yearly medical appointments where a primary healthcare provider (such as a doctor or nurse) can check things like a patient's weight and heart rate and ask if they have any worries about their health. In this study, we wanted to understand what might encourage primary healthcare providers to use annual health checks with their autistic patients. First, we spoke to 10 autistic people and 11 primary healthcare providers. Using the findings from these conversations, we created an online survey for primary healthcare providers in England. We used the findings from the interviews and survey to help us understand what would encourage primary healthcare providers to offer annual health checks for autistic people. Our participants said that a lack of time and staff would make it hard to provide health checks. To help, they said other members of staff (such as nurses and healthcare assistants) could do the health checks, rather than doctors. They also said parts of the process could be made automatic to save time (e.g. sending automatic reminders). Knowledge about autism was important too (e.g. knowing about the common conditions autistic people have, and how to best support autistic patients). Participants said training on these topics, produced and delivered with autistic people, could encourage them to use annual health checks with their autistic patients.

Impact of the COVID-19 Pandemic on Pediatric Preventive Health Care Among North Carolina Children Enrolled in Medicaid.

BACKGROUND: Children enrolled in private insurance had reduced preventive health care during the coronavirus disease 2019 (COVID-19) pandemic. However, the impact of the pandemic on children enrolled in Medicaid has been minimally described. METHODS: We used an administrative claims database from North Carolina Medicaid to evaluate the rates of well-child visits and immunization administration for children ≤14 months of age, and used a quasi-Poisson regression model to estimate the rate ratio (RR) of each outcome during the pandemic period (3/15/2020 through 3/15/2021) compared with the pre-pandemic period (3/15/2019 through 3/14/2020). RESULTS: We included 83 442 children during the pre-pandemic period and 96 634 children during the pandemic period. During the pre-pandemic period, 405 295 well-child visits and 715 100 immunization administrations were billed; during the pandemic period, 287 285 well-child visits and 457 144 immunization administrations were billed. The rates of well-child visits (RR 0.64; 95% CI, 0.64-0.64) and vaccine administration (RR 0.55; 95% CI, 0.55-0.55) were lower during the pandemic compared with the pre-pandemic period. CONCLUSIONS: The rates of well-child visits and immunization administrations among North Carolina children enrolled in public insurance substantially decreased during the first year of the COVID-19 pandemic.

A Health Belief Model Examination of Factors Related to Hepatitis B Screening Among African Immigrants in Philadelphia.

Chronic hepatitis B infection is a leading cause of liver cancer worldwide. In the USA, African immigrants (AI) have high hepatitis B virus (HBV) infection rates but low HBV knowledge and screening rates. Research about HBV among AI living in Philadelphia is particularly limited. This study aims to assess barriers to and factors influencing HBV screening in the Philadelphia AI population. African and Caribbean-born adults in Greater Philadelphia were recruited for phone interviews at community health fairs hosted by the African Cultural Alliance of North America (ACANA) and the African Family Health Organization (AFAHO) in partnership with the Hepatitis B Foundation. Seventeen interviews were recorded, transcribed, and coded independently by two members of the research team using NVivo software. Themes and subthemes were created by analysis of the codes and arranged under Health Belief Model (HBM) concepts. Major perceived barriers included lack of HBV knowledge and awareness and cultural challenges related to health care access, preventive care, fear, and stigma. Participants recommended using community organizations and programs to spread awareness about HBV and serve as cues to action. In-person education was emphasized due to lack of access to and knowledge of technology such as Zoom. While HBV educational sessions have been implemented in this population, they have not been consistent or far-reaching. The results of this study can contribute to the implementation of a comprehensive AI-specific HBV education and screening program through partnerships with community organizations to ensure that all high-risk individuals in the Philadelphia area are screened.

Patient and Clinician Sociodemographics and Sexual History Screening at a Multisite Federally Qualified Health Center: A Mixed Methods Study.

PURPOSE: In 2018, there were 68 million sexually transmitted infections in the United States. Sexual history screening is an evidence-based practice endorsed by guidelines to identify risk of these infections and adverse sexual health outcomes. In this mixed methods study, we investigated patient- and clinician-level characteristics associated with receipt of sexual history screening, and contextualized these differences in more depth. METHODS: We collected sociodemographics of patients from the electronic health record and sociodemographics of their primary care clinicians via a census survey. Semistructured interviews were conducted with key practice staff. We conducted multilevel crossed random effects logistic regression analysis and thematic analysis on quantitative and qualitative data, respectively. RESULTS: A total of 53,246 patients and 56 clinicians from 13 clinical sites participated. Less than one-half (42.4%) of the patients had any sexual history screening documented in their health record. Patients had significantly higher odds of documented screening if they were gay or lesbian (OR = 1.23), were cisgender women (OR = 1.10), or had clinicians who were cisgender women (OR = 1.80). Conversely, patients' odds of documented screening fell significantly with age (OR per year = 0.99) and with the number of patients their clinicians had on their panels (OR per patient = 0.99), and their odds were significantly lower if their primary language was not English (OR = 0.91). In interviews, key staff expressed discomfort discussing sexual health and noted assumptions about patients who are older, in long-term relationships, or from other cultures. Discordance of patient-clinician gender and patients' sexual orientation were also noted as barriers. CONCLUSIONS: Interventions are needed to address the interplay between the social and contextual factors identified in this study, especially those that elicited discomfort, and the implementation of sexual history screening.

Preventive dental care utilization and dental caries for Medicaid-enrolled adolescents in Oregon.

OBJECTIVES: This study aimed to evaluate the relationship between preventive dental care utilization and untreated dental caries for Medicaid-enrolled adolescents and to determine if the relationship is moderated by chronic conditions (CC). METHODS: This analysis was based on 2015-2016 Medicaid claims files and survey data collected from adolescents ages 12-18 years enrolled in Oregon Medicaid, who received a dental screening between December 2015 and December 2016 (n = 240). To assess the relationship between preventive dental care utilization and untreated dental caries (defined as decayed tooth surfaces), prevalence ratios (PR) and 95% confidence intervals (CI) were generated using log-linear regression models. We also tested for an interaction between preventive dental care utilization and CC. RESULTS: About 60.4% of adolescents utilized preventive dental care, 21.7% had CC, and 29.6% had ≥1 decayed tooth surfaces. There were no significant differences in untreated dental caries between adolescents who did and did not utilize preventive dental care (PR: 0.73, 95% CI: 0.33-1.60; p = 0.43). There was not a significant interaction between preventive dental care utilization and CC (p = 0.65). Preventive dental care utilization was not significantly associated with untreated dental caries for adolescents with CC (PR: 0.51, 95% CI: 0.10-2.65; p = 0.42) nor among adolescents without CC (PR: 0.79, 95% CI: 0.33-1.91; p = 0.61). CONCLUSIONS: Preventive dental care was not shown to be associated with lower untreated dental caries for Medicaid-enrolled adolescents or those with CC. Future work that is adequately powered should continue to elucidate this relationship in Medicaid enrollees.

Inequities in routine preventive care utilization among persons with overweight/obesity in the United States: An analysis of nativity, racial and ethnic identity, and socioeconomic status.

Extant literature documented various health disparities among immigrants and racial and ethnically marginalized individuals in the United States. However, health disparities in the intersection of nativity and race are generally less visited. This cross-sectional study assessed utilization of routine preventive care among adults with overweight/obesity at the junction of their nativity, racial/ethnic identity, and socioeconomic status (i.e., income and education). Pooling data on 120,184 adults with overweight/obesity from the 2013-2018 waves of the National Health Interview Survey (NHIS), we estimated modified Poisson regressions with robust standard errors to obtain adjusted prevalence rates of preventive care visit, receiving flu shot, and having blood pressure, cholesterol and blood glucose screened. We found that immigrant adults with overweight/obesity had lower rates of utilization of all five preventive care services. However, these patterns varied by racial and ethnic sub-populations. While White immigrants had comparable rates of cholesterol and blood glucose screening, they had 2.7%, 2.9%, and 14.5% lower rates of preventive care visit, blood pressure screening, and getting a flu shot respectively, compared to native-born Whites. These patterns were similar for Asian immigrants as well. Black immigrants, on the other hand, had comparable rates of getting a flu shot and blood glucose screening, and had 5.2%, 4.9%, and 4.9% lower rates of preventive care visit, blood pressure screening, and cholesterol screening respectively. Lastly, the rates of utilization among Hispanic immigrants were significantly lower (ranging from 9.2% to 20%) than those of their native-born counterparts for all five preventive care services. These rates further varied by education, income, and length of stay in the US, within the racial and ethnic subgroups. Our findings thus suggest a complex relationship between nativity and racial/ethnic identity in relation to preventive care utilization among adults with overweight/obesity.

Assessing the difference in racial and ethnic disparities in access to and use of care between Traditional Medicare and Medicare Advantage.

OBJECTIVE: Test whether racial-ethnic disparities in the access and use of care differ between Traditional Medicare (TM) and Medicare Advantage (MA). DATA SOURCE: Secondary data from the 2015-2018 Medicare Current Beneficiary Survey (MCBS). STUDY DESIGN: Measure Black-White and Hispanic-White disparities in access to care and use of preventive services within TM, within MA, and assess the difference-in-disparities between the two programs with and without controls for factors that could influence enrollment, access, and use. DATA COLLECTION/EXTRACTION: Pool 2015-2018 MCBS data and restrict to non-Hispanic Black, non-Hispanic White, or Hispanic respondents. PRINCIPAL FINDINGS: Black enrollees have worse access to care relative to White enrollees in TM and MA, particularly for cost-related measures such as not having problems paying medical bills (11-13 pp. lower for Black enrollees; p < 0.05) and satisfaction with out-of-pocket costs (5-6 pp. lower; p < 0.05). We find no difference in Black-White disparities between TM and MA. Hispanic enrollees have worse access to care relative to White enrollees in TM but similar access relative to White enrollees in MA. Hispanic-White disparities in not delaying care due to cost and not reporting problems paying medical bills are narrower in MA relative to TM by about 4 pp (significant at the p < 0.05 level) each. We find no consistent evidence that Black-White or Hispanic-White differences in the use of preventive services differ between TM and MA. CONCLUSIONS: Across the measures of access and use studied here, racial and ethnic disparities in MA are not substantially narrower than in TM for Black and Hispanic enrollees relative to White enrollees. For Black enrollees, this study suggests that system-wide reforms are required to reduce existing disparities. For Hispanic enrollees, MA does narrow some disparities in access to care relative to White enrollees but, in part, because White enrollees do not do as well in MA as they do in TM.

A Qualitative Study of Perspectives of Black Women on Autonomy and Motivational Interviewing.

Purpose: Motivational interviewing (MI) is an evidence-based strategy to modify health behaviors, including some risk factors for adverse birth outcomes. Black women, who have disproportionately high rates of adverse birth outcomes, have reported mixed preferences on MI. This study explored the acceptability of MI among Black women who are at high risk for adverse birth outcomes. Methods: We conducted qualitative interviews with women with a history of preterm birth. Participants were English-language proficient and had Medicaid-insured infants. We purposively oversampled women whose infants had medical complexity. Interviews explored experiences with health care and health behaviors after birth. The interview guide was iteratively developed to obtain specific reactions to MI by including videos demonstrating MI-consistent and MI-inconsistent counseling. Interviews were audio recorded, transcribed, and coded following an integrated approach in which we applied a priori codes related to MI and allowed themes to emerge from the data. Results: We interviewed 30 non-Hispanic Black women from October 2018 to July 2021. Eleven viewed the videos. Participants emphasized the importance of autonomy in decision-making and health behavior. Participants expressed a preference for MI-consistent clinical approaches, including autonomy support and building rapport, considering them respectful, nonjudgmental, and likely to support change. Conclusions: In this sample of Black women with a history of preterm birth, participants valued an MI-consistent clinical approach. Incorporating MI into clinical care may improve the experience of health care among Black women, thus serving as one strategy to promote equity in birth outcomes.

Understanding social needs in pregnancy: Prospective validation of a digital short-form screening tool and patient survey.

BACKGROUND: Social determinants of health significantly affect health outcomes, yet are infrequently addressed in prenatal care. OBJECTIVE: This study aimed to improve the efficiency and experience of addressing social needs in pregnancy through: (1) testing a digital short-form screening tool; and (2) characterizing pregnant people's preferences for social needs screening and management. STUDY DESIGN: We developed a digital short-form social determinants of health screening tool from PRAPARE (Protocol for Responding to and Assessing Patients' Assets, Risks, and Experiences), and a survey to query patients' preferences for addressing social needs. Instruments were administered online to peripartum participants, with equal representation of patients with public and private insurance. We calculated the sensitivity and specificity of the short-form tool vs PRAPARE. Quantitative responses were characterized using descriptive statistics. Free-text responses were analyzed with matrix and thematic coding. Survey data were analyzed by subgroups of historically marginalized populations. RESULTS: A total of 215 people completed the survey. Participants were predominantly White (167; 77.7%) and multiparous (145; 67.4%). Unmet social needs were prevalent with both the short-form tool (77.7%) and PRAPARE (96.7%). The sensitivity (79.3%) and specificity (71.4%) of the short-form screener were high for detecting any social need. Most participants believed that it was important for their pregnancy care team to know their social needs (material: 173, 80.5%; support: 200, 93.0%), and over half felt comfortable sharing their needs through in-person or digital modalities if assistance was or was not available (material: 117, 54.4%; support: 122, 56.7%). Free-text themes reflected considerations for integrating social needs in routine prenatal care. Acceptability of addressing social needs in pregnancy was high among all groups. CONCLUSION: A digital short-form social determinants of health screening tool performs well when compared with the gold standard. Pregnant people accept social needs as a part of routine pregnancy care. Future work is needed to operationalize efficient, effective, patient-centered approaches to addressing social needs in pregnancy.

Critical gaps in knowledge and implementation of recommendations by the US Preventive Services Task Force.

Introduction: The United States Preventive Services Task Force (USPSTF) has issued 31 recommendations applicable to non-pregnant adults. We hypothesized variability in knowledge and implementation of these recommendations among US family medicine resident physicians. Methods: We performed two electronic surveys: a local survey, and then a nationally-representative, multicenter, survey. We evaluated self-reported knowledge and implementation of USPSTF recommendations related to non-pregnant adults. Results: 84 family medicine residents from 40 residency programs across 25 states participated. Knowledge and implementation of recommendations varied widely. Most residents lacked knowledge relating to breast cancer chemoprophylaxis (9.9 % "known in detail" or "mostly know"), BRCA-related genetic counseling (BRCA-GC) referral (30 %), tuberculosis (TB) screening (41 %), and sexually transmitted infection (STI) counseling (45 %). There is virtually no implementation of recommendations for breast cancer chemoprophylaxis (90 % never/rarely implement). Many residents never/rarely implement recommendations for BRCA-GC referral (75 %), TB screening (62 %), and HIV pre-exposure prophylaxis (61 %). This remained true even for residents in their final year of training. Relative to their male counterparts, female physicians more frequently implemented recommendations for BRCA-GC referral (11 % vs 0 % always/often implement, p = 0.019), cervical cancer screening (100 % vs 83 %, p = 0.019), and folic acid supplementation (60 % vs 29 %, p = 0.007). Knowledge and implementation of recommendations were strongly related (ß = 0.75, 95 % CI 0.50-1.00, p < 0.001, Spearman R2 = 0.56). Conclusion: Critical gaps exist in resident knowledge and implementation of USPSTF recommendations. We discuss urgent implications for cancer prevention, public health, and health equity.

Primary school mobile dental program in New South Wales, Australia: protocol for the evaluation of a state government oral health initiative.

BACKGROUND: Socioeconomically disadvantaged children are disproportionately affected by oral disease. Mobile dental services help underserved communities overcome barriers to accessing health care, including time, geography, and trust. The NSW Health Primary School Mobile Dental Program (PSMDP) is designed to provide diagnostic and preventive dental services to children at their schools. The PSMDP is mainly targeted toward high-risk children and priority populations. This study aims to evaluate the program's performance across five local health districts (LHDs) where the program is being implemented. METHODS: The evaluation will use routinely collected administrative data, along with other program-specific data sources, from the district public oral health services to conduct a statistical analysis that determines the reach and uptake of the program, its effectiveness, and the associated costs and cost-consequences. The PSMDP evaluation program utilises data from Electronic Dental Records (EDRs) and other data sources, including patient demographics, service mix, general health, oral health clinical data and risk factor information. The overall design includes cross-sectional and longitudinal components. The design combines comprehensive output monitoring across the five participating LHDs and investigates the associations between socio-demographic factors, service patterns and health outcomes. Time series analysis using difference-in-difference estimation will be conducted across the four years of the program, involving services, risk factors, and health outcomes. Comparison groups will be identified via propensity matching across the five participating LHDs. An economic analysis will estimate the costs and cost-consequences for children who participate in the program versus the comparison group. DISCUSSION: The use of EDRs for oral health services evaluation research is a relatively new approach, and the evaluation works within the limitations and strengths of utilising administrative datasets. The study will also provide avenues to improve the quality of data collected and system-level improvements to better enable future services to be aligned with disease prevalence and population needs.