Access in health services research: the battle of the frameworks

Access to healthcare services and factors associated with unmet needs among migrants in Phuket Province, Thailand, 2023: a cross-sectional mixed-method study

BACKGROUND

Phuket Province is a major tourist destination with a migrant workforce accounting for 10% of its population. Despite governmental efforts to adjust health insurance policies, migrants face healthcare access challenges. This study examines the current healthcare access situation and factors associated with unmet needs among migrants in Phuket Province.

METHODS

We used a cross-sectional mixed-methods approach, recruiting participants through snowball sampling from the Migrant Health Volunteer Network. Quantitative data were gathered using self-administered questionnaires, with unmet need defined as desired outpatient or recommended inpatient services not received at government hospitals. Multivariable logistic regression identified unmet need predictors, and we assessed the mediating effect of health insurance status. Qualitative data from three focus groups on healthcare access provided context and enriched the quantitative findings.

RESULTS

This study includes 296 migrants mainly from Myanmar. The overall unmet need prevalence was 14.86%, mainly attributed to having undocumented status (34.09%), affordability issues (20.45%), and language barriers (18.18%). Working in the fishery industry significantly increased unmet needs risk (aOR 2.68, 95% CI 1.08-6.62). Undocumented status contributed a marginal total effect of 4.86 (95% CI 1.62-14.54), with a natural indirect effect through uninsured status of only 1.16 (95% CI 0.88-1.52). Focus group participants used various medical resources, with insured individuals preferring hospital care, but faced obstacles due to undocumented status and language barriers.

CONCLUSION

Valid legal documents, including work permits and visas, are crucial for healthcare access. Attention to fishery industry practices is needed. We recommend stakeholder discussions to streamline the process of obtaining and maintaining these documents for migrant workers. These improvements could enhance health insurance acquisition and ultimately improve healthcare affordability for this population. These insights could be applied to migrant workers in other urban and suburban area of Thailand regarding access to government healthcare facilities.

Geographic Access to Fertility Counseling among Adolescent and Young Adult Women with Cancer in North Carolina

BACKGROUND

Fertility counseling is recommended for adolescent and young adult women facing gonadotoxic cancer therapy. However, fertility care is subspecialized medical care offered at a limited number of institutions, making geographic access a potential barrier to guideline-concordant care. We assessed the relationship between geographic access and receipt of fertility counseling among adolescent and young adult women with cancer.

METHODS

Using data from the North Carolina Central Cancer Registry, we identified women diagnosed with lymphoma, gynecologic cancer, or breast cancer at ages 15 to 39 years during 2004 to 2015. Eligible women were invited to complete an online survey on various topics, including fertility counseling. Geographic access was measured, using geocoded addresses, as vehicular travel time from residence to the nearest fertility clinic available at diagnosis. Multivariable regression models were used to examine the association between travel time and receipt of fertility counseling by provider type: health care provider versus fertility specialist.

RESULTS

Analyses included 380 women. The median travel time to a fertility clinic was 31 (IQR: 17-71) minutes. Overall, 75% received fertility counseling from a health care provider and 16% by a fertility specialist. Women who lived ≥30 minutes from a clinic were 13% less likely to receive fertility counseling by a health care provider (prevalence ratio: 0.87; 95% confidence interval, 0.75-1.00) and 49% less likely to receive counseling by a fertility specialist (prevalence ratio: 0.51; 95% confidence interval, 0.28-0.93).

CONCLUSIONS

Women who lived further away from fertility clinics were less likely to receive fertility counseling.

IMPACT

Interventions to improve access to fertility counseling should include strategies to alleviate the burden of geographic access.

Black college women's preventive health behaviors: Applications of a Black Feminist-Womanist research paradigm

OBJECTIVE

The researchers applied Lindsay-Dennis' Black Feminist-Womanist research paradigm to Andersen's Behavioral Model for Health Service Use to guide initial research about Black American women's preventive health behaviors.

METHODS

This article highlights this application, using interpretive phenomenological analysis for qualitative questions assessing how 40 Black college women define health and their experiences in health care. This was part of a larger convergent parallel mixed-methods approach in a 2022 cross-sectional online survey.

RESULTS

Participants defined health as a concept involving health literacy, physical and mental health, and being free from health conditions or disease. Regarding health-related lived experiences, negative experiences were more frequently reported than positive experiences. However, many participants reported both positive and negative health care related experiences. Predisposing, enabling, and need factors were all present in qualitative responses.

CONCLUSIONS

This article highlights the fit of a Black Feminist-Womanist research paradigm to Andersen's model to better understand Black women's health experiences and illustrates ways that medical mistrust, health literacy, and past experiences with health care can influence health service use. Areas for future research on barriers and facilitators to preventive care and implications for reducing health disparities are also discussed.

Birthing parent postpartum acute care use: Multilevel opportunities for strengthening healthcare

BACKGROUND

Three-quarters of pregnancy-related deaths occur from 1 day to 1 year after birth, and medical complications frequently occur after birth. Postpartum health concerns are often urgent, requiring timely medical care, which may contribute to a reliance on acute care. One approach to improving postpartum health is to investigate birthing parents' accounts of acute care use in the months after birth, which is what we did in this study.

METHODS

This mixed-methods study included questionnaire responses, semi-structured interviews, and chart review of 18 English-speaking individuals who used acute care in the 90 days after birth in the southeastern United States. Interviews were conducted remotely, recorded, and professionally transcribed. Qualitative data were inductively coded to iteratively develop categories and themes with respect to contributors and barriers to postpartum acute care use.

RESULTS

Birthing parents engaged in complex decision-making processes to decide where and when to seek postpartum acute care in response to their urgent health concerns. Many described fear and uncertainty about their postpartum health. Most participants contacted a healthcare practitioner before using acute care, followed their guidance, and were treated or otherwise reassured at the acute care visit.

DISCUSSION

These findings suggest multilevel opportunities for strengthening healthcare systems, including better-preparing individuals for the postpartum period and structuring care to accommodate birthing parents and include their support systems. The insights from this study can inform multilevel strategies for strengthening healthcare so that birthing parents are safe and well postpartum.

Moms in motion: Predicting healthcare utilization patterns among mothers in Newfoundland and Labrador

Mothers have a significant influence on family dynamics, child development, and access to family services. There is a lack of literature on the typical Canadian maternal experience and its influence on access to services for mothers despite recognizing the importance of mothers. A cross-sectional study was conducted to address this research gap that employed Andersen's Behavioral Model of Health Service Use in conjunction with a feminist lens. A total of 1,082 mothers who resided in Newfoundland and Labrador (NL) participated in a province-wide survey in 2017 and reported on their wellbeing, family life, and healthcare utilization. Stepwise binomial logistic regressions and linear regressions were used to predict initiation and continued service utilization within the preceding 12 months, respectively. Mothers who participated in this survey were older, and were more likely to be in a relationship than those in the Canadian census, while no difference was observed in annual income. Approximately half of mothers accessed services for themselves over the previous 12-months, with the overwhelming majority accessing services for their children. Medical services were the most likely to be utilized, and mental health and behavioural services were the most likely services to be needed, but not available. Sociodemographic (e.g., age, education attainment), familial relationships and role satisfaction, health need, and health practices predicted maternal initiation and continued use of services, with a larger number of variables influencing maternal service initiation as compared to continuous use of services. Sociodemographic (e.g., maternal age, community population), maternal social support, health need, and maternal health practices predicted maternal access of at least one child service while family relationships, health need, and maternal health practices predicted maternal use of a range of child services conditional on initial access. These results can support the provincial health system to better support access to care by acknowledging the interdependent nature of maternal and child health care utilization. They also highlight the importance of equitable healthcare access in rural locations. Results are discussed in terms of their clinical relevance to health policy.

Fertility preservation and protection: young women's decision-making about contraceptive use in Zimbabwe

The study explored social and health system influences on young women's decision-making about family planning in a community setting with low uptake. Seventy-two semi-structured interviews were conducted between April 2020 and November 2021, with both young women accessing, and healthcare workers providing, a community-based integrated package of HIV and sexual and reproductive health services (CHIEDZA) in Zimbabwe. Data were thematically analysed. Although long-acting contraception was freely available as part of the CHIEDZA initiative, uptake was low. Young women's contraception choices were influenced by a desired reproductive sequence, which reflected prevailing social norms and was conveyed by peers and female relatives. Nulliparous young women preferred short-term contraception and avoided hormonal contraceptives prepartum to 'preserve' their fertility. Once fertility had been confirmed within marriage through the birth of a child, hormonal contraceptive use became socially permissible. Healthcare workers, cognisant of community discourse, sensitively proposed alternative approaches. Increasing the availability of correct and adequate information and commodities is critical to improving the uptake of contraceptives for young women, but it is insufficient alone. Recognising and responding to local contextual understandings which frame considerations of appropriateness is paramount. Successful implementation of family planning interventions requires engaging with social norms and the influential groups that perpetuate them.

Factors that influence presentation to an emergency department during systemic anti-cancer therapy: An exploratory qualitative study

PURPOSE

To explore factors that influence presentation to an emergency department during ambulatory systemic anti-cancer therapy.

METHODS

This study was an exploratory qualitative study using semi-structured interviews. A purposive sample of adult patients with any cancer who had commenced systemic anti-cancer therapy in the ambulatory setting up to six months prior participated in semi-structured interviews between November 2016-December 2017. Interviews were transcribed verbatim, and data analysed thematically using a template analysis approach.

RESULTS

Twenty patients and four caregivers took part. Five themes were generated from the interview data: 1) the unknown and unpredictable; 2) a change of lifestyle; 3) social determinants and access; 4) trust in care providers; and 5) the unavailability of care.

CONCLUSION

As the number of systemic anti-cancer agents and patients eligible for them continues to grow, identifying, implementing and evaluating initiatives to mitigate emergency department presentations present an important area for health services research. Addressing timely access to trusted care and enhancing patient capacity for self-management present important areas for nurse-led system innovation. Findings from this study offer important insights into where and how nurses can mitigate emergency department presentations for individuals receiving systemic anti-cancer therapy by enabling accessible, coordinated and person-centred cancer care.

Access to healthcare among transgender women living with and without HIV in the United States: associations with gender minority stress and resilience factors

BACKGROUND

Transgender women (TW) experience significant inequities in healthcare access and health disparities compared to cisgender populations. Access to non-transition related healthcare is understudied among TW. We aimed to assess the association between access to care and gender minority stress and resilience factors among TW living with and without HIV in eastern and southern United States.

METHODS

This study was a cross-sectional analysis of baseline data drawn from a cohort of 1613 adult TW from the LITE Study. The cohort permitted participation through two modes: a site-based, technology-enhanced mode and an exclusively online (remote) mode. Exploratory and confirmatory factor analyses determined measurement models for gender minority stress, resilience, and healthcare access. Structural equation modeling was used to assess the relationships between these constructs. Models were evaluated within the overall sample and separately by mode and HIV status.

RESULTS

Higher levels of gender minority stress, as measured by anticipated discrimination and non-affirmation were associated with decreased access to healthcare. Among TW living with HIV, higher levels of anticipated discrimination, non-affirmation, and social support were associated with decreased healthcare access. Among TW living without HIV in the site-based mode, resilience was positively associated with positive healthcare experiences and inversely associated with barriers to healthcare access. Among TW living without HIV in the online mode, anticipated discrimination was associated with barriers to healthcare access; resilience was positively associated with positive healthcare experiences and inversely associated with barriers to healthcare access.

CONCLUSIONS

Gender minority stress was associated with increased barriers to healthcare access among TW in the US, regardless of HIV status. Resilience factors did not mediate this effect. Interventions aiming to increase healthcare access among TW can be aided by efforts to mitigate drivers of gender minority stress and improve patient experiences in healthcare facilities.

Help-seeking behaviour in dysmenorrhoea: A cross-sectional exploration using the Behavioural Model of Health Services Use

BACKGROUND

Dysmenorrhoea, or period pain, is a prevalent gynaecological condition that can result in functional interference during menstruation. Despite the significant disruption dysmenorrhoea can have on functioning and well-being, medical help-seeking rates are low. Little is known about what factors may predict help-seeking for dysmenorrhoea.

OBJECTIVES

The current study aimed to test the predictive validity of the Behavioural Model of Health Services Use (BMHSU) for help-seeking behaviour in dysmenorrhoea, whereby help-seeking behaviour was operationalised as having attended to a healthcare professional for dysmenorrhoea-related care.

DESIGN

A cross-sectional observational design was used.

METHODS

Participants (N = 439) completed an online survey, which measured the following eight predictor variables: menstrual pain characteristics, health beliefs, self-efficacy, social support utilisation and satisfaction, perceived healthcare availability, and pain intensity and interference. Participants were also asked to report whether they had ever attended to a healthcare professional for their menstrual pain.

RESULTS

The BMHSU accounted for 8% of the variance in help-seeking behaviour. Pain interference and appointment availability were significant predictors of the variance in past help-seeking behaviour, such that those who experienced greater pain interference, and those who perceived greater availability of healthcare appointments were less likely to have visited a healthcare professional for their menstrual pain. The BMHSU had an overall 69% classification accuracy in predicting help-seeking behaviour.

CONCLUSION

Although the BMHSU demonstrated reasonably good model fit, it does not appear to be a particularly robust model for predicting help-seeking behaviour for dysmenorrhoea. Future research should explore whether a refined BMHSU or an alternative theoretical model can provide more useful insight into this behaviour. Better understanding of the determinants of help-seeking behaviour will enable the development of interventions to promote appropriate help-seeking and improve health outcomes for individuals with menstrual pain.

Uses of Andersen health services utilization framework to determine healthcare utilization for mental health among migrants-a scoping review

Background

Migration is a worldwide occurrence that carries significant implications for healthcare systems, and it entails challenges to mental healthcare. The Andersen Behavioral Model is widely used by researchers to determine healthcare service utilization among many populations, including migrants. Our study aimed to explore the ways of using the Andersen Health System Utilization Framework in the literature to discover the utilization of mental healthcare by migrants.

Methods

This scoping review was based on Arksey and O'Malley's framework. A comprehensive search was performed across five electronic databases.

Results

A total of 12 articles from January 1992 to July 2023 identified various versions of the Andersen Behavioral Model to provide an overview of mental health services utilization among migrants. The analysis identified four significant trends in the literature. First, there is a predominant focus on individual characteristics over contextual factors. Second, researchers tend to integrate multiple versions of the Andersen Behavioral Model, and the most is the version from 1995. Third, additional factors specific to migrant populations are incorporated into the model, but the categorization is sometimes unclear. Finally, the majority of studies have used a quantitative approach and are based in North America, suggesting a focus on the significance of mental health in migrant communities in that context.

Conclusion

In summary, our scoping review calls for further research using the Andersen Behavioral Model to study mental healthcare utilization among migrants. Notable findings include the adaptation of the model to migrant populations, a focus on individual characteristics, a need for more diverse research methods, and the proposal of a new conceptual model to guide research and policy development in this field.

Healthcare access and health equity: intricate challenges for rare diseases

No abstract available.

Treatment-seeking behaviour among 15-49-year-olds with self-reported heart disease, cancer, chronic respiratory disease, and diabetes: a national cross-sectional study in India

BACKGROUND

Eighty per cent of India´s non-communicable disease (NCD) mortality is due to four conditions: heart disease, cancer, chronic respiratory disease, and diabetes, which are primarily cause-amenable through treatment. Based on Andersen's behavioural model of health services use, the current study aimed to identify the predisposing, enabling, and need factors associated with treatment-seeking status among people self-reporting the four main NCDs in India.

METHODS

Cross-sectional study using secondary data. Usual residents aged 15-49 who self-reported cancer (n = 1 056), chronic respiratory disease (n = 10 534), diabetes (n = 13 501), and/or heart disease (n = 5 861) during the fifth National Family and Health Survey (NFHS-5), 2019-21, were included. Treatment-seeking status was modelled separately for each disease using survey-adjusted multivariable logistic regression.

RESULTS

3.9% of India´s 15-49-year-old population self-reported ≥ 1 of the four main NCDs (0.1% cancer, 1.4% chronic respiratory disease, 2% diabetes, 0.8% heart disease). The percentage that had sought treatment for their condition(s) was 82%, 68%, 76%, and 74%, respectively. Greater age and having ≥ 1 of the NCDs were associated with greater odds of seeking disease-specific treatment. People in the middle or lower wealth quintiles had lower odds of seeking care than the wealthiest 20% for all conditions. Women with diabetes or chronic respiratory disease had greater odds of seeking disease-specific treatment than men. Muslims, the unmarried, and those with health insurance had greater odds of seeking cancer treatment than Hindus, the married, and the uninsured.

CONCLUSION

Predisposing, enabling, and need factors are associated with treatment-seeking status among people reporting the four major NCDs in India, suggesting that multiple processes inform the decision to seek disease-specific care among aware cases. Successfully encouraging and enabling as many people as possible who knowingly live with major NCDs to seek treatment is likely contingent on a multi-pronged approach to healthcare policy-making. The need to improve treatment uptake through accessible healthcare is further underscored by the fact that one-fifth (cancer) to one-third (chronic respiratory disease) of 15-49-year-olds reporting a major NCD have never sought treatment despite being aware of their condition.

Effectiveness of an Emergency Department-Based Machine Learning Clinical Decision Support Tool to Prevent Outpatient Falls Among Older Adults: Protocol for a Quasi-Experimental Study

BACKGROUND

Emergency department (ED) providers are important collaborators in preventing falls for older adults because they are often the first health care providers to see a patient after a fall and because at-home falls are often preceded by previous ED visits. Previous work has shown that ED referrals to falls interventions can reduce the risk of an at-home fall by 38%. Screening patients at risk for a fall can be time-consuming and difficult to implement in the ED setting. Machine learning (ML) and clinical decision support (CDS) offer the potential of automating the screening process. However, it remains unclear whether automation of screening and referrals can reduce the risk of future falls among older patients.

OBJECTIVE

The goal of this paper is to describe a research protocol for evaluating the effectiveness of an automated screening and referral intervention. These findings will inform ongoing discussions about the use of ML and artificial intelligence to augment medical decision-making.

METHODS

To assess the effectiveness of our program for patients receiving the falls risk intervention, our primary analysis will be to obtain referral completion rates at 3 different EDs. We will use a quasi-experimental design known as a sharp regression discontinuity with regard to intent-to-treat, since the intervention is administered to patients whose risk score falls above a threshold. A conditional logistic regression model will be built to describe 6-month fall risk at each site as a function of the intervention, patient demographics, and risk score. The odds ratio of a return visit for a fall and the 95% CI will be estimated by comparing those identified as high risk by the ML-based CDS (ML-CDS) and those who were not but had a similar risk profile.

RESULTS

The ML-CDS tool under study has been implemented at 2 of the 3 EDs in our study. As of April 2023, a total of 1326 patient encounters have been flagged for providers, and 339 unique patients have been referred to the mobility and falls clinic. To date, 15% (45/339) of patients have scheduled an appointment with the clinic.

CONCLUSIONS

This study seeks to quantify the impact of an ML-CDS intervention on patient behavior and outcomes. Our end-to-end data set allows for a more meaningful analysis of patient outcomes than other studies focused on interim outcomes, and our multisite implementation plan will demonstrate applicability to a broad population and the possibility to adapt the intervention to other EDs and achieve similar results. Our statistical methodology, regression discontinuity design, allows for causal inference from observational data and a staggered implementation strategy allows for the identification of secular trends that could affect causal associations and allow mitigation as necessary.

TRIAL REGISTRATION

ClinicalTrials.gov NCT05810064; https://www.clinicaltrials.gov/study/NCT05810064.

INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID)

DERR1-10.2196/48128.

A cross-sectional study of the relationship between depression status, health care coverage, and sexual orientation

Health care coverage is an important factor in receipt of behavioral healthcare. This study uses data from the New York City Community Health Survey to examine how sexual minority status impacts the relationship between depression status and having health care coverage. Approximately 10% of the sample (n = 9571; 47% 45+ years old; 35% White Non-Hispanic; 7% sexual minority) reported probable depression and low health care coverage. Compared to heterosexual participants, a greater proportion of sexual minority participants had low health care coverage (17% vs. 9%) and probable depression (19% vs. 9%). Logistic regression examining the association between probable depression status and health care coverage showed that those with probable depression have odds of low health care coverage that are were 3.08 times those who did not have probable depression; this relationship was not modified by sexual orientation. Continued research to understand the interplay of health care coverage, mental health, and sexual orientation is needed.

Reasonable access: important characteristics and perceived quality of legal and illegal sources of cannabis for medical purposes in Canada

BACKGROUND

Throughout the past two decades of legal medical cannabis in Canada, individuals have experienced challenges related to accessing legal sources of cannabis for medical purposes. The objective of our study was to examine the sources of cannabis accessed by individuals authorized to use medical cannabis and to identify possible reasons for their use of illegal sources.

METHODS

Individuals who participated in the Cannabis Access Regulations Study (CANARY), a national cross-sectional survey launched in 2014, and indicated they were currently authorized to use cannabis for medical purposes in Canada were included in this study. We assessed differences between participants accessing cannabis from only legal sources versus from illegal sources in relation to sociodemographic characteristics, health-related factors, and characteristics of medical cannabis they considered important. A secondary analysis assessed differences in satisfaction with various dimensions of cannabis products and services provided by legal versus illegal sources.

RESULTS

Half of the 237 study participants accessed cannabis from illegal sources. Individuals accessing cannabis from illegal sources were significantly more likely to value pesticide-free products, access to a variety of strains, ability to select strain and dosage, ability to observe and smell cannabis, availability in a dispensary, and availability in small quantities than did individuals accessing cannabis from only legal sources (all p < 0.05). Additionally, participants gave significantly higher satisfaction scores to illegal sources than to legal sources on service-related dimensions of cannabis access (all p < 0.05).

CONCLUSION

Our findings contribute to an understanding of reasonable access to medical cannabis from a patient perspective and how to assess whether it has been achieved. Characteristics of cannabis products and services valued by patients and appropriate to their needs should be incorporated into legal medical cannabis programs to promote the use of legal medical sources. While pertaining specifically to medical use of cannabis in Canada, the findings of this study may also be instructive for understanding the use of illegal cannabis sources for non-medical purposes in Canada and provide insight for other jurisdictions implementing cannabis regulations for both medical and non-medical purposes.

Client retention in the continuum of maternal health services in Ethiopia

BACKGROUND

Even though the global maternal mortality has shown an impressive decline over the last three decades, the problem is still pressing in low-income countries. To bring this to an end, women in a continuum of maternity care should be retained. This study aimed to assess the status of Ethiopian women's retention in the continuum of maternity care with their possible predictors.

METHODS

We used data from the 2019 Ethiopian Mini-Demographic and Health Survey. The outcome variable in this study was retention in the continuum of maternity care, which consists of at least four ANC contacts, delivery in a health facility, and postnatal check within 48 h of delivery. We analyzed the data using STATA version 14 and a binary logistic regression model was used. In the multiple logistic regression model, variables with a p-value ≤ 0.05 were considered as significantly associated with the outcome variable. A weighted analysis was also done.

RESULTS

Of the 3917 women included in this study, only 20.8% of women completed all of the recommended services. Besides, the use of maternal health services favors women living in the biggest city administrations, followed by women living in agrarian regions; however, those living in the pastoralist area were disadvantaged. Having four or more ANC was explained by the maternal secondary level of education [AOR: 2.54; 95% CI: 1.42, 4.54], wealth status [AOR: 2.59; 95% CI: 1.45, 4.62], early initiation of ANC [AOR: 3.29; 95% CI: 2.55, 4.24], and being in a union [AOR: 1.95; 95% CI: 1.16,3.29]. After having four ANC, factor-affecting delivery in a health facility was wealth status [AOR: 8.64; 95% CI: 4.07, 18.36]. The overall completion of care was associated with women's higher level of education [AOR: 2.12; 95% CI: 1.08, 4.25], richest wealth status [AOR: 5.16; 95% CI: 2.65, 10.07], timeliness of the first ANC visit [AOR: 2.17; 95% CI: 1.66, 2.85], and third birth order [AOR: 0.58; 95% CI: 0.35, 0.97].

CONCLUSIONS

Despite the efforts by the Ethiopian government and other stakeholders, the overall completion of care was quite low. There is also a clear inequality because of women's background characteristics and regional variation. Strategies aiming to empower women through improved educational experience and economic standing have to be implemented in collaboration with other relevant sectors.

The application of spatial measures to analyse health service accessibility in Australia: a systematic review and recommendations for future practice

BACKGROUND

Australia's inequitable distribution of health services is well documented. Spatial access relates to the geographic limitations affecting the availability and accessibility of healthcare practitioners and services. Issues associated with spatial access are often influenced by Australia's vast landmass, challenging environments, uneven population concentration, and sparsely distributed populations in rural and remote areas. Measuring access contributes to a broader understanding of the performance of health systems, particularly in rural/remote areas. This systematic review synthesises the evidence identifying what spatial measures and geographic classifications are used and how they are applied in the Australian peer-reviewed literature.

METHODS

A systematic search of peer-reviewed literature published between 2002 and 2022 was undertaken using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) methodology. Search terms were derived from three major topics, including: [1] Australian population; [2] spatial analysis of health service accessibility; and [3] objective physical access measures.

RESULTS

Database searches retrieved 1,381 unique records. Records were screened for eligibility, resulting in 82 articles for inclusion. Most articles analysed access to primary health services (n = 50; 61%), followed by specialist care (n = 17; 21%), hospital services (n = 12; 15%), and health promotion and prevention (n = 3; 4%). The geographic scope of the 82 articles included national (n = 33; 40%), state (n = 27; 33%), metropolitan (n = 18; 22%), and specified regional / rural /remote area (n = 4; 5%). Most articles used distance-based physical access measures, including travel time (n = 30; 37%) and travel distance along a road network (n = 21; 26%), and Euclidean distance (n = 24; 29%).

CONCLUSION

This review is the first comprehensive systematic review to synthesise the evidence on how spatial measures have been applied to measure health service accessibility in the Australian context over the past two decades. Objective and transparent access measures that are fit for purpose are imperative to address persistent health inequities and inform equitable resource distribution and evidence-based policymaking.

Psychometric Properties of the Access of Older Adults to Outpatient Primary-Care Health Services Scale

This study evaluates the psychometric properties of the Access of Older Adults to Outpatient Primary-Care Health Services Scale (AOAOPHSS), in research conducted among 707 Mexican older adults selected by convenience from 14 rural and one urban locations. The AOAOPHSS explores 10 dimensions of two integrated subscales: Accessibility and Personal Abilities. Data analysis was performed in five phases. First, potentially biased responses were identified. Second, the response efficiency of the items and their association with external variables were evaluated. Third, the basic properties of the scores for the subscales' dimensions of the AOAOPHSS were identified using non-parametric Mokken Scaling Analysis (MSA). Fourth, the Structural Equation Modeling methodology was used to identify the properties of the internal structure of the latent construct. Finally, reliability and internal consistency were evaluated at both score and item levels. The following findings emerged. 13 items with inefficient response options were removed, and 24 were retained using the MSA. The latent structure of the latter was defined based on 21 items of five Accessibility Subscale dimensions. Its internal consistency reliability ranged between 0.67 and 0.81 (omega coefficients) and between 0.61 and 0.78 (alpha coefficients). Accordingly, this paper discusses the overall implications of using the Accessibility Subscale.

Uptake of antepartum care services in a matrilineal-matrilocal society: a study of Garo indigenous women in Bangladesh

BACKGROUND

The indigenous Garo is a close-knit matrilineal-matrilocal community. This community's expectant mothers receive less antepartum biomedical care, making them prone to maternal mortality. This study developed a conceptual framework to explore how the external environment, personal predispositions, enabling components and perceived antepartum care needs influence and generate a gap in antepartum biomedical care uptake.

METHODS

The author used qualitative data from the study area. The data were collected through conducting 24 semi-structured interviews with purposively selected Garo women. After transcribing the data, the author generated the themes, grouped them into two broader domains, and analyzed them using the grounded theory approach.

RESULTS

The emergent themes suggest adding the external environment (i.e., healthcare facilities' availability and services and culturally relevant healthcare services) to Anderson's behavioral model to understand indigenous women's antepartum care uptake disparity. Antepartum care uptake disparities arise when Andersen's behavioral model's other three drivers-personal predisposition, enabling components, and needs components-interact with the external environment. The interplay between enabling resources and the external environment is the conduit by which their predispositions and perceived needs are shaped and, thus, generate a disparity in antepartum care uptake. The data demonstrate that enabling resources include gendered power dynamics in families, home composition and income, men's spousal role, community practices of maternal health, and mother groups' and husbands' knowledge. Birth order, past treatment, late pregnancy, and healthcare knowledge are predispositions. According to data, social support, home-based care, mental health well-being, cultural norms and rituals, doctors' friendliness, affordable care, and transportation costs are perceived needs.

CONCLUSIONS

Garo family members (mothers/in-laws and male husbands) should be included in health intervention initiatives to address the problem with effective health education, highlighting the advantages of biomedical antepartum care. Health policymakers should ensure the availability of nearby and culturally appropriate pregnancy care services.

Les facteurs contextuels pour comprendre l’hétérogénéité des résultats d’une politique d’exemption du paiement des soins au Tchad

Chad has one of the highest maternal and infant mortality rates in the world. Efforts to reduce these rates have led to the introduction of fee exemption and community involvement initiatives to further encourage the use of health services. Despite the introduction of these initiatives, inequalities in access to and use of health facilities persist. The aim of this study is to understand why and how the same action, implemented in a quasi-homogeneous way, produced contrasting results in different health centers. A multiple, contrasting case study was used to analyze the outcomes of pediatrics consultations and deliveries in four health centers in the Bénoye and Beinamar districts. Data were collected through individual interviews (n=26) and focus groups (n=22) with women beneficiaries, community health workers, and health care providers. The qualitative software QDA Miner was used to process the data. The study revealed that the organizational and managerial capacities of the providers and community actors would explain the heterogeneity of the results observed. Contextual factors such as the remoteness of services or the impassability and dangerousness of roads accentuated the disparities in the results observed. The results of this study show that human and contextual factors would explain the heterogeneity of the observed effects.

Prehospital emergency medical service utilization and associated factors among critically ill COVID-19 patients treated at centers in Addis Ababa, Ethiopia

The majority of populations in developing countries are living in areas of no access or limited access to prehospital emergency medical services (EMS). In Addis Ababa, the reported prehospital EMS utilization were ranging from zero to thirty-eight percent. However, there is limited research on reasons for the low utilization of prehospital resources in Ethiopia. This study aimed to assess factors associated with prehospital EMS utilization among critically ill COVID-19 patients in Addis Ababa, Ethiopia. A hospital-based cross-sectional study was conducted to collect primary data from 421 COVID-19 patients in Addis Ababa between May and July 2021. Logistic regression was used to identify factors associated with prehospital service utilization. Andersen's Behavioral Model was implemented to address independent variables, including predisposing, enabling, need, and health behaviors-related variables. The level of prehospital care utilization was 87.6%. Being married [AOR 2.6(95%; CI:1.24-5.58)], belief that self-transport is quicker than the ambulance [AOR 0.13(95%; CI: 0.05-0.34)], and perceptions that ambulance provides transportation service only [AOR 0.14(95%; CI:0.04-0.45)] were predisposing factors associated with prehospital service utilization while the source of referrals [AOR 6.9(95%; CI: 2.78-17.30)], and prior knowledge on the availability of toll-free ambulance calling numbers [AOR 0.14(95%; CI: 0.04-0.45)] were identified as enabling factors. Substantial proportions of critically ill COVID-19 patients used prehospital services to access treatment centers. Prehospital EMS utilization in this study varies by predisposing and enabling factors, particularly: marital status, source of referral, prior knowledge on the availability of toll-free ambulances, belief that self-transport is quicker than ambulances, and perceptions that ambulance provides transportation service only. Our findings call for further actions to be taken by policymakers including physical and media campaigns focusing on the identified factors.

Exploring patients' lived experience on the barriers to accessing low back pain health services

BACKGROUND

The burden of chronic low back pain (CLBP) is a major concern to public health. However, the treatment of CLBP in primary care has shown to be ineffective in South Africa. Understanding the barriers encountered by patients in accessing CLBP healthcare services is paramount in the development of context-specific intervention strategies.

AIM

To explore the patients' lived experiences on the barriers to accessing diagnostic, referral and treatment services for CLBP.

SETTING

A health facility-based study conducted at five primary public hospitals in KwaZulu-Natal, South Africa.

METHODS

A phenomenological study by means of in-depth interviews using the general interview guide approach. Interviews were conducted by a research assistant with relevant experience and qualifications in qualitative methods. A total of 15 participants were recruited to participate in this study. All interviews were audio-recorded and transcribed. Data were analysed iteratively until saturation was reached, where no new themes were emerging. All the transcripts were exported to NVivo 12 Pro for analysis.

RESULTS

The results of this study identified the following barriers: travel, long waiting periods, shortage of personnel, poor infrastructural development, inadequate healthcare personnel, communication barrier, social influence, beliefs around cause and effect, misdiagnosis and inappropriate and/or ineffective treatment approaches.

CONCLUSION

This study concluded that barriers to patients' accessing diagnostic, referral and treatment services exist. Efforts should be made towards developing health systems in underserved communities.Contribution: This is the first study to be conducted in South Africa that explored the barriers associated with accessing healthcare services for chronic low back pain. Based on the results of this study, in order to improve health outcomes for low back pain there need to be a change of emphasis in primary health care by ensuring sufficient allocation of resources towards musculoskeletal disorders.

Usefulness of Home Screening for Promoting Awareness of Impaired Glycemic Status and Utilization of Primary Care in a Low Socio-Economic Setting: A Follow-Up Study in Reunion Island

BACKGROUND

Low socio-economic settings are characterized by high prevalence of diabetes and difficulty in accessing healthcare. In these contexts, proximity health services could improve healthcare access for diabetes prevention. Our primary objective was to evaluate the usefulness of home screening for promoting awareness of impaired glycemic status and utilization of primary care among adults aged 18-79 in a low socio-economic setting.

METHODS

This follow-up study was conducted in 2015-2016 in Reunion Island, a French overseas department in the Indian Ocean. Enrollment and screening occurred on the same day at the home of participants (N=907). Impaired glycemic status was defined as [glycated hemoglobin (HbA1c) ≥5.7%] OR [fasting capillary blood glucose (FCBG) ≥1.10 g/L] OR [HbA1c=5.5-5.6% and FCBG=1.00-1.09 g/L]. Medical, socio-cultural, and socio-economic characteristics were collected via a face-to-face questionnaire. A one-month telephone follow-up survey was conducted to determine whether participants had consulted a general practitioner (GP) for confirmation of screening results. A multinomial polytomous logistic regression model was used to identify factors independently associated with non-use of GP consultation for confirmation of screening results and nonresponse to the telephone follow-up survey.

RESULTS

Prevalence of glycemic abnormalities was 46.0% (95% CI = 42.7-49.2%). Among participants with impaired glycemic status (N=417), 77.7% (95% CI=73.7-81.7%) consulted a GP for confirmation of screening results, 12.5% (95% CI=9.3-15.6%) did not, and 9.8% failed to respond to the follow-up survey. Factors independently associated with non-use of GP consultation for confirmation of screening results were self-reported unwillingness to consult a GP (adjusted odds ratio [OR]: 4.86, 95% CI=1.70-13.84), usual GP consultation frequency of less than once a year (adjusted OR: 4.13, 95% CI=1.56-10.97), and age 18-39 years (adjusted OR: 3.09, 95% CI=1.46-6.57).

CONCLUSION

Home screening for glycemic abnormalities is a useful proximity health service for diabetes prevention in low socio-economic settings. Further efforts, including health literacy interventions, are needed to increase utilization of primary care.

Contraceptive use in South and South-East Asian region: assessment of sustainable development goal 3.7 through indicator 3.7.1

BACKGROUND

Sustainable Development Goal (SDG) 3.7 concerns modern contraception use among women of reproductive ages. This study evaluated the progress of indicator 3.7.1 in 11 selected countries in South and South-East Asia and assessed the contribution of women's education to modern contraceptive use.

METHODS

Generalized linear models for complex surveys were fitted to Demographic and Health Survey (DHS) data from 40 surveys conducted in Afghanistan, Bangladesh, Cambodia, India, Indonesia, Maldives, Myanmar, Nepal, Pakistan, Philippines and Timor Leste between 1990 and 2017, followed by a meta-analysis through forest plots.

RESULTS

Modern contraceptive coverage in most of the selected countries climbed or remained stationary over the past decades. In four countries, <50% of women used contraception. In no country was contraception used by ≥80% women. Higher education was associated with 13% higher odds of modern contraceptive use (95% confidence interval: 1.07, 1.18) among women compared to primary level or no education.

DISCUSSION

Completion of primary education is insufficient to broaden the coverage of modern contraceptive use. Greater national level effort from the selected countries is needed to lift the education levels of women to meet SDG 3.7 by 2030.

Acceptability and accessibility of HIV testing and treatment among men who have sex with men in Botswana

Background: Although HIV testing and treatment are the cornerstones of a comprehensive prevention strategy, their acceptability and accessibility are complex within the healthcare system.Methods: We used Aday and Andersen's conceptual framework of access to healthcare services to explore factors influencing acceptability and accessibility of HIV testing and treatment among men who have sex with men (MSM) in Botswana. A qualitative descriptive study was conducted, using purposive sampling to recruit 20 MSM. Semi-structured interviews were conducted in Setswana and English. All data were audio-recorded, transcribed, translated into English, where necessary, and analysed using thematic analysis.Findings: This study found that acceptance of HIV testing and treatment was largely positive among MSM. Motivators were the expansion of HIV services, free healthcare services and the perceived risk of contracting HIV. Although perceptions of accessibility to HIV testing and treatment were positive, there were some concerns about privacy and confidentiality, perceived barriers and fear of positive diagnosis, making MSM reluctant to access HIV testing and treatment.Conclusion: This study highlights the need for novel approaches to increase the acceptability and accessibility of HIV testing and treatment. Barriers to accessing HIV services should be addressed to achieve satisfactory health outcomes, and sustainable HIV prevention barriers to accessing HIV should be addressed among MSM.

Illness behaviour and influencing aspects of general practitioners in Germany and their use of the health care system: a qualitative study

OBJECTIVES

The aim of this study was to explore aspects that play a role when general practitioners (GPs) become ill and thus gain a more comprehensive understanding of the overall illness behaviour of GPs and their use of the healthcare system.

SETTING

Primary care practices in Thuringia, Germany.

PARTICIPANTS

Convenience sample of 16 GPs.

DESIGN

Qualitative study design with semistructured interviews and content analysis.

RESULTS

Using our approach of having participants report their own episodes of illness, we found that self-treatment was practised and accepted by all 16 participants. The widespread use of naturopathy and complementary methods seems to be a special feature of German GPs. Formal use of the healthcare system mainly took place through direct consultation with specialists.Our study revealed various aspects influencing the illness behaviour of the GPs and their use of the healthcare system. Some aspects also apply to lay patients, but it became clear how strongly illness behaviour is influenced by participants' activities as physicians. Noteworthy and less described aspects are especially the influence of patients and practice staff, the influence of biographical and professional imprint and the attitudes and values of the physicians.Complex inter-relationships were found between illness behaviour and influencing aspects; these are subjected to a dynamic and recursive process.

CONCLUSIONS

The illness behaviour of German GPs seems to be comprehensively influenced by their activities as responsible healthcare providers. The ability to perceive and reflect in this regards should already be actively promoted in studies and further education. Further research is needed for a better understanding of the inter-relationships.

Health care providers’ and persons with disabilities’ recommendations for improving access to primary health care services in rural northern Ghana: A qualitative study

In Ghana, many persons with physical disabilities are members of populations who face health disparities including physical, structural, knowledge, attitudinal and financial barriers to various health care services compared to those without disabilities. However, there is limited evidence on how to improve access to primary health care services for persons with physical disabilities. This study aimed to understand persons with physical disabilities’ experiences and health care providers’ perspectives for improving access to primary health care for persons with disabilities in rural Ghana. We used a qualitative approach and interviewed 33 persons with physical disabilities and health care providers, and thematically analysed data from in-depth interviews. We identified 4 major themes. According to the participants, health care could be more accessible by: i) Making it more affordable; ii) Increasing the availability of providers and services; iii) Providing more education about system navigation; and iv) Improving access to disability friendly health facilities and equipment. Participants’ recommendations were nested in the areas of policy and practice modifications. Policy makers need to consider supporting persons with physical disabilities who cannot afford non-medical services (i.e., cost of transportation). In terms of practice, the provision of education and training related to physical disability issues should be extended to both clinical and nonclinical health workers for better client centered care. There is an urgent need for policy makers and relevant key stakeholders to include persons with physical disabilities in designing and implementing policies and programs to ensure that they are meeting their needs.

Factors influencing health service utilization among mothers for under-five children: A cross-sectional study in Khulna district of Bangladesh

Although Bangladesh has made significant progress in reducing child mortality, proper utilization of health services for under-five children among mothers remains one of the major challenges. Hence, this study was designed to investigate the factors influencing health service utilization among mothers for under-five children in the Khulna district of Bangladesh. Administering a semi-structured interview schedule, data were collected from 364 randomly selected mothers from the study area between June and August 2021. At first, Pearson’s Chi-square test was conducted to measure the association between outcome and predictor variables. Multivariable logistic regression model was used to identify the factors associated with utilization of health services. Overall, about 59 percent of the mother received health services from unqualified doctors during their children’s illness and the rest of them (41.5%) seek care from the qualified doctors. Results of regression analysis revealed that long duration of illness (AOR = 2.338; CI: 1.175–4.649; p = 0.015), the severity of illness (AOR = 6.402; CI: 3.275–12.513; p<0.001), and higher cost of treatment (AOR = 7.371; CI: 3.297–16.480; p<0.001) were the significant predictors of utilization of health services from the qualified doctors for under-five children. Thus, the study suggests that to reduce under-five child mortality by ensuring proper utilization of health services, it is necessary to raise awareness among mothers, improve transport facilities, establish need-based health care centers, and lower treatment costs.

Association between the geographic accessibility of PrEP and PrEP use among MSM in nonurban areas

PURPOSE

The US HIV epidemic has become a public health issue that increasingly affects men who have sex with men (MSM), including those residing in nonurban areas. Increasing access to pre-exposure prophylaxis (PrEP) in nonurban areas will prevent HIV acquisition and could address the growing HIV epidemic. No studies have quantified the associations between PrEP access and PrEP use among nonurban MSM.

METHODS

Using 2020 PrEP Locator data and American Men's Internet Survey data, we conducted multilevel log-binomial regression to examine the association between area-level geographic accessibility of PrEP-providing clinics and individual-level PrEP use among MSM residing in nonurban areas in the United States.

FINDINGS

Of 4,792 PrEP-eligible nonurban MSM, 20.1% resided in a PrEP desert (defined as more than a 30-minute drive to access PrEP), and 15.2% used PrEP in the past 12 months. In adjusted models, suburban MSM residing in PrEP deserts were less likely to use PrEP in the past year (adjusted prevalence ratio [aPR] = 0.35; 95% confidence interval [CI] = 0.15, 0.80) than suburban MSM not residing in PrEP deserts, and other nonurban MSM residing in PrEP deserts were less likely to use PrEP in the past year (aPR = 0.75; 95% CI = 0.60, 0.95) than other nonurban MSM not residing in PrEP deserts.

CONCLUSIONS

Structural interventions designed to decrease barriers to PrEP access that are unique to nonurban areas in the United States are needed to address the growing HIV epidemic in these communities.

Content Validity of a Scale Designed to Measure the Access of Older Adults to Outpatient Health Services

The objective of this work was to validate the content of a scale formulated in Spanish for older adults in Mexico, with the aim of comprehensively measuring the access of this population group to outpatient primary-care services. To this end, we carried out a methodological content-validity study in four stages: (1) construction of the scale; (2) evaluation of item legibility; (3) quantitative content evaluation by two groups of judges selected by convenience: participant-judges including older adults with adequate reading comprehension, surveyed in person (n = 23), and expert-judges comprised of researchers specialized in the fields of health services, psychometrics and aging, surveyed online (n = 7); and (4) collection of qualitative feedback from several of the participant-judges (older adults, n = 4). The content was validated both by sequentially examining the level of consensus in the responses of both groups of judges, using the Tastle and Wierman method, and by calculating Aiken's Validity Coefficient with a 90% confidence interval. The scale contained 65 items pertaining to 10 dimensions of two major constructs: accessibility (n = 39) and personal abilities (n = 26). Five items were eliminated in accordance with the minimum-consensus criterion (0.5). This is the first psychometric scale to be developed in Mexico with the view of integrating the characteristics of health-care services and the abilities of the older adults in a single questionnaire designed to measure the access of this population group to outpatient primary-care services.

Examining the rural-urban divide in predisposing, enabling, and need factors of unsafe abortion in India using Andersen's behavioral model

BACKGROUND

The prevalence of unsafe abortions significantly varies with geography; therefore, more research is needed to understand the rural-urban differences in unsafe abortion practices in India. The present study aims to explore the rural-urban differences in predisposing, enabling, and need factors of unsafe abortion in India.

METHODS

The present study used the fourth round of the National Family Health Survey (2015-16) and included the women aged 15-49 who terminated pregnancies by induced abortion during the 5 years prior to the survey (N = 9113) as the study sample. Descriptive statistics, bivariate chi-square significance test and multivariate logistic regression model were used to accomplish the study objectives.

RESULTS

The findings revealed that almost one-third of pregnancies were terminated through unsafe measures with sharp rural-urban contrast. The likelihood of unsafe abortions increases with decreasing women's age and spousal level of education. Younger women in urban settings were more vulnerable to unsafe abortion practices. In rural settings, women with an uneducated spouse are more likely to have unsafe abortions (OR: 1.92). Poor households were more likely to undergo unsafe abortions, which were more common in rural settings (OR: 1.26). The unmet need for family planning was revealed to be a significant need factor for unsafe abortion, particularly in rural settings.

CONCLUSION

Although abortion is legal, India's high estimated frequency of unsafe abortions reveals a serious public health issue. Due to socio-economic vulnerability, unmet family planning needs, and a lack of awareness, significant numbers of women still practice unsafe abortions in India.

Determinants of Antenatal Care Utilization Among Childbearing Women in Burkina Faso

Introduction

Antenatal care (ANC) is one of the pillars of maternal and child health programs aimed at preventing and reducing maternal and child morbidity and mortality. This study aims to identify the factors associated with ANC use, considering both health care demand and supply factors in the single analysis.

Methods

We used data from the endline survey conducted to evaluate the impact of the performance-based financing (PBF) program in Burkina Faso in 2017. This study was a blocked-by-region cluster random trial using a pre–post comparison design. The sample was derived in a three-stage cluster sampling procedure. Data collection for the endline surveys included a household survey and a facility-based survey. Women of childbearing age who gave birth at least once in the past 2 years prior to this survey and residing in the study area for more than 6 months were included in this study. Multilevel statistical techniques were used to examine individual and contextual effects related to health care demand and supply simultaneously and thus measure the relative contribution of the different levels to explaining factors associated with ANC use.

Results

The working women were five times [odd ratio (OR): 5.41, 95% confidence intervals (CI) 4.36–6.70] more likely to report using ANC services than the women who were not working (OR: 5.41, 95% CI 4.36–6.70). Women living in a community with high poverty concentration were 32.0% (OR: 0.68, 95% CI 0.50–0.91) less likely to use ANC services than those in a community with low poverty concentration. Women living in a community with a medium concentration of women's modern contraceptive use were almost two times (OR: 1.88, 95% CI 1.70–2.12) more likely to use ANC services than those living in a community with a low concentration of women's modern contraceptive use. Women living in the health area where the level of ANC quality was high were three times (OR: 2.96, 95% CI 1.46–6.12) more likely to use ANC services than those in the health area where the ANC quality was low.

Conclusion

Policies that increase the opportunity for improving the average ANC quality at the health facility (HF), the level of women's modern contraceptive use and women employment would likely be effective in increasing the frequency of use of antenatal services.

Difficulties in accessing health services among the elderly in the city of São Paulo-Brazil

To identify difficulties in accessing health services by the elderly in the city of São Paulo/Brazil and the contributory factors that reflect inequalities. This is a cross-sectional study that used data from the Health, Well-being and Aging Study (SABE). The population is composed of elderly ≥ 60 years old, of both sexes, living in the urban area of São Paulo. For this analysis, we used data from the 2015 cohort of the SABE study, containing a sample of 1,221 individuals. The proportions of access difficulty and, through logistic regression, the associated factors were verified, based on Andersen's Behavioral Model, which considers factors of predisposition, enabling and need as individual determinants of access to health care. It was observed that 37.0% of the elderly reported difficulty accessing health services when they needed it. This difficulty was greatest among females (42.3%), aged 60 to 69 years (40.9%), black race/color (58.8%), illiterate (44.5%), single/separated/divorced (44.3%), with income slower than one salary minimum (46.8%), without health insurance (51.9%), with poor/very poor self-assessment of health (54.7%), with multimorbidity (40.1%), frail (47.2%) and among those who used polypharmacy (40.8%). After multivariate analysis, in the final model, there was a positive association between difficulty of access and predisposing factors (female gender, age group 60 to 69 years, black race/color, illiterate), enabling factors (possession of health insurance) and need factors (regular and poor/very poor self-assessment of health and pre-fragility and frailty condition). The presence of difficulty in access associated with predisposing, enabling and need factors reflect the existence of inequalities caused by barriers that point to weaknesses in the organization of services. The identification of these barriers that hinder access highlights important points that can have an impact on the equity and resolution of care.

Title: advancing urban health equity in the United States in an age of health care gentrification: a framework and research agenda

Background

Access to health care has traditionally been conceptualized as a function of patient socio-demographic characteristics (i.e., age, race/ethnicity, education, health insurance status, etc.) and/or the system itself (i.e., payment structures, facility locations, etc.). However, these frameworks typically do not take into account the broader, dynamic context in which individuals live and in which health care systems function.

Purpose

The growth in market-driven health care in the U.S. alongside policies aimed at improving health care delivery and quality have spurred health system mergers and consolidations, a shift toward outpatient care, an increase in for-profit care, and the closure of less profitable facilities. These shifts in the type, location and delivery of health care services may provide increased access for some urban residents while excluding others, a phenomenon we term “health care gentrification.“ In this commentary, we frame access to health care in the United States in the context of neighborhood gentrification and a concurrent process of changes to the health care system itself.

Conclusions

We describe the concept of health care gentrification, and the complex ways in which both neighborhood gentrification and health care gentrification may lead to inequitable access to health care. We then present a framework for understanding health care gentrification as a function of dynamic and multi-level systems, and propose ways to build on existing models of health care access and social determinants of health to more effectively measure and address this phenomenon. Finally, we describe potential strategies applied researchers might investigate that could prevent or remediate the effects of health care gentrification in the United States.

Applying a Health Access Framework to Understand and Address Food Insecurity

The prevalence of food insecurity (FI) in United States households has fluctuated between 10% and 15% for the past two decades, well above the Healthy People 2030 goal. FI is associated with increased use of healthcare services and the prevalence of multiple health conditions. Our current efforts to address FI may be limited by measures that lack granularity, timeliness, and consideration of larger food access barriers (e.g., availability of food providers and lack of knowledge regarding where to obtain food). If the Healthy People 2030 goal of reducing FI to 6% is to be met, we need better and faster methods for monitoring and tracking FI in order to produce timely interventions. In this paper, we review key contributors of FI from an access barrier perspective, investigate the limitations of current FI measures, and explore how data from one nonprofit organization may enhance our understanding of FI and facilitate access to resources at the local level. We also propose a conceptual framework illustrating how nonprofit organizations may play an important role in understanding and addressing FI and its intertwined social needs, such as housing and healthcare problems.

Understanding the context of healthcare utilisation for children under-five with diarrhoea in the DRC: based on Andersen behavioural model

BACKGROUND

Diarrhoea is one of the leading causes of death among children under 5 years old in the Democratic Republic of the Congo (DRC). Despite positive effects on prognosis, there is limited literature about the healthcare-seeking behaviours of children with diarrhoea, especially in the DRC. This study used the Andersen Behavioural Model, a theoretical framework, which was commonly adopted to study healthcare utilisation, to investigate and predict factors associated with the use of healthcare to treat diarrhoea in the DRC.

METHODS

Data collected from 2626 under-five children with diarrhoea in the last 2 weeks from the Multiple Indicators Cluster Survey conducted by the National Institute of Statistics in 2017-2018, in collaboration with the United Nations Children's Fund were used in this study. Both direct and indirect relationships among four latent variables: predisposing traits, enabling resources access, health needs, and health services use were measured using the structural equation modelling to test the Andersen behavioural model. The confirmatory Factor Analysis model was also modified based on the DRC context to explore this further.

RESULTS

The modified model had the goodness of fit index (GFI) of 0.972, comparative fit index (CFI) of 0.953 and RMSEA of 0.043 (95% CI: 0. 040, 0.047). Health needs (especially diarrhoea) had the largest positive direct effect on healthcare utilisation (standardized regression coefficient [β] = 0.135, P < 0.001), followed by "enabling resources" (β = 0.051, P = 0.015). Health needs also emerged as a mediator for the positive effect of predisposing on utilisation (indirect effect, β = 0.014; P = 0.009).

CONCLUSION

Access to improved water and improved sanitation, as well as socioeconomic factors like household wealth, were significantly associated with health-seeking behaviours for diarrhoea treatment in the DRC. Besides, caregivers who own higher levels of educational attainments were more inclined to have positive health services uses during the treatments. Efforts are needed to enhance the oral rehydration therapy coupled with educating caregivers on its appropriate use.

Caring for the Poor: Analysis of Nurses' Attitudes Toward the Culture of Poverty

ABSTRACT

Living in a culture of poverty challenges people when they seek healthcare. Attitudes of healthcare workers caring for the poor can affect both return to care and subsequent health outcomes. This quality improvement project at a U.S. Midwestern hospital employed a quasi-experimental design to examine the effect of a voluntary educational intervention on nurses' attitudes toward the culture of poverty. Findings indicated a significant positive change in attitude dealing with stigmatizing statements about people living in the culture of poverty.

The prehospital care experiences and perceptions of ambulance staff and Eastern European patients: An interview study in Lincolnshire, UK

•

Staff and patients challenged the negative media Eastern European stereotypes.

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Language barriers impacted on how staff delivered prehospital care and how Eastern European patients experienced it.

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Medical travel complicated how ambulance staff delivered prehospital care but patients used it to overcome perceived shortcomings in the NHS, e.g. waiting times, lack of availability of antibiotics, perceived lack of staff competency, etc.

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Anxieties about conversing with call handlers was a deterrent to using the ambulance service for patients.

Background

EU enlargement after 2004 was a major factor in increasing Eastern European migration to the UK. This population requires access to high quality public services generally, and ambulance services more specifically. To understand how Eastern European migrants use ambulance care, this study explored the perceptions and experiences of ambulance staff and the Eastern European patients themselves.

Methods

We undertook qualitative semi-structured interviews across Lincolnshire. Purposive and maximum variation sampling ensured that participants were knowledgeable about Eastern European patients’ use of ambulance care and were demographically diverse. Data were analysed using framework analysis.

Results

There were interviews with 15 ambulance staff and 12 Eastern European patients. A staff interviewee problematised “Health Tourism”, which suggests that migrants deliberately exploit state-funded healthcare. However, most disagreed. Patient interviewees often undertook medical travel to access healthcare in response to perceived healthcare problems in the UK. Medical travel increased the likelihood of ambulance staff encountering foreign medication. Variable quality of, and access to, professional interpreters prompted patients to rely instead on informal interpreters. Patients did not register with GPs perhaps due to limited understanding of how the NHS worked. This led to inappropriate use of ambulance services. Recommendations for service delivery improvements included: Eastern European language information on how and when to use ambulance care; improving GP registration; and greater engagement between the ambulance service and Eastern European communities.

Conclusions

Frequent medical travel can limit how Eastern Europeans acculturate to the NHS and anchor roots in the UK. Acculturation is about how migrant cultures adjust to the host country. This is not assimilation, where they dilute their cultural identity. Language and communication barriers, as well as inadequate availability and quality of interpreting services, can impede patient-staff dialogue in time-critical emergencies.

Accessing primary care and the importance of 'human fit': a qualitative participatory case study

BACKGROUND

Good access to primary care is an important determinant of population health. While the academic literature on access to care emphasises its complexity, policies aimed at improving access to general practice in the UK have tended to focus on measurable aspects, such as timeliness or number of appointments.

AIM

To fill the gap between the complex understanding of primary care access in the literature and the narrow definition of access assumed in UK policies.

DESIGN AND SETTING

Qualitative, community-based participatory case study within the geographic footprint of a clinical commissioning group in the north west of England. Data collection took place from October 2015 to October 2016. Purposive sampling and snowball approaches were used to achieve maximum variation among service users and providers across general practice settings.

METHOD

Levesque et al's conceptual framework of patient-centred access was applied and the study used multiple qualitative methods (interviews, focus groups, and observation). Analysis was ongoing, iterative, inductive, and abductive with the theory.

RESULTS

The comprehensiveness of Levesque et al's access theory resonated with diverse participant experiences. However, while its strength was to highlight the importance of people's abilities to access care, this study's data suggest equal importance of healthcare workforce abilities to make care accessible. Thus, the authors present a definition of access as the 'human fit' between the needs and abilities of people in the population and the abilities and capacity of people in the healthcare workforce, and provide a modified conceptual framework reflecting these insights.

CONCLUSION

An understanding of access as 'human fit' has the potential to address longstanding problems of access within general practice, focusing attention on the need for staff training and support, and emphasising the importance of continuity of care.

Geographical Access to Child and Family Healthcare Services and Hospitals for Africa-Born Migrants and Refugees in NSW, Australia; A Spatial Study

Background: African-born migrants and refugees arriving from fragile states and countries with political and economic challenges have unique health needs requiring tailored healthcare services and support. However, there is little investigation into the distribution of this population and their spatial access to healthcare in Australia. This paper reports on research that aimed to map the spatial distribution of Africa-born migrants from low and lower-middle-income countries (LLMICs) and refugees in New South Wales (NSW) and access to universal child and family health (CFH) services and hospitals. Methods: We analysed the Australian Bureau of Statistics 2016 Census data and Department of Social Services 2018 Settlement data. Using a Geographic Information System mapping software (Caliper Corporation. Newton, MA, USA), we applied data visualisation techniques to map the distribution of Africa-born migrants and refugees relative to CFH services and their travel distance to the nearest service. Results: Results indicate a spatial distribution of 51,709 migrants from LLMICs in Africa and 13,661 refugees from Africa live in NSW, with more than 70% of the total population residing in Sydney. The Africa-born migrant and refugee population in Sydney appear to be well served by CFH services and hospitals. However, there is a marked disparity between local government areas. For example, the local government areas of Blacktown and Canterbury-Bankstown, where the largest number of Africa-born migrants and refugees reside, have more uneven and widely dispersed services than those in Sydney’s inner suburbs. Conclusion: The place of residence and travel distance to services may present barriers to access to essential CFH services and hospitals for Africa-born refugees and migrants. Future analysis into spatial-access disadvantages is needed to identify how access to health services can be improved for refugees and migrants.

Rethinking respite in Australia: A naturalistic effect study of a multicomponent community program to promote respite knowledge, attitudes and behaviours of carers of people with dementia

'Rethink Respite' was a prospective, naturalistic cohort study conducted in the Illawarra-Shoalhaven (NSW, Australia) to improve knowledge, attitudes and uptake of respite strategies in carers of people with dementia. A convenience sample of n = 70 carers were recruited in 2014-15 to establish a baseline for knowledge, attitudes and use of respite for a cohort of carers in the region. Carer perceived need for respite, burden and self-efficacy were also assessed. A co-designed multi-component community-based intervention was subsequently rolled at in the region from 2015 to 2016. The intervention supported: awareness raising media; carer education sessions; access to web and print respite information resources; and an option to participate in a tailored one-on-one in-home coaching program. At program completion, a follow-up survey was administered to the cohort, with n = 44/70 responding. All n = 44 respondents reported participation in and exposure to 'Rethink Respite' media, information and education during the intervention period. Eighteen of the 44 also self-selected to receive the active tailored coaching support. At follow-up, few positive results were reported on the assessed carer variables for the cohort over time. However, post hoc sub-group analyses found those who also self-selected to receive active support (provided through coaching) (n = 18), showed improvements to their respite knowledge, attitudes and self-efficacy (p < .05). Intention to use respite, and levels of personal gain from caring in this sub-group also increased (p < .05). In contrast, carers who only participated in the informational/educational aspects of the program (and did not self-select to the respite coaching), experienced negative changes over time to their respite beliefs and 'role captivity'. Overall, this pilot study suggests that passive respite information and educational strategies are insufficient, without more active supports (tailored respite coaching) to address observed carer decline over time. Future research should seek to replicate these results using a larger sample and an experimental design.

Health Service Access Among Homeless Veterans: Health Access Challenges Faced by Homeless African American Veterans

Veteran homelessness is a public health crisis, especially among the disproportionate number of minority veterans in the homeless veteran population. African American homeless veterans in particular face unique challenges accessing appropriate health care services to meet their medical needs. Their needs are often underrepresented in the literature on veteran homelessness. Drawing together over 80 studies and government reports from the last two decades, this review provides a timely synopsis of homeless veterans' health care access, with a particular focus on the barriers faced by African American veterans. This review employs Penchansky and Thomas' Access Model to frame health access barriers faced by homeless veterans, dialing in on what is known about the experience of African American veterans, within the five dimensions of access: Availability, Accessibility, Accommodation, Affordability, and Acceptability. Actionable guidance and targeted interventions to address health access barriers for all veterans are delineated with a focus on the need to gather further data for African American homeless veterans and to consider tailoring interventions for this important and underserved group.

Access barriers, self-recognition, and recognition of depression and unhealthy alcohol use: A qualitative study

INTRODUCTION

Access to healthcare services involves a complex dynamic, where mental health conditions are especially disadvantaged, due to multiple factors related to the context and the involved stakeholders. However, a characterisation of this phenomenon has not been carried out in Colombia, and this motivates the present study.

OBJECTIVES

The objective of this study was to explore the causes that affect access to health services for depression and unhealthy alcohol use in Colombia, according to various stakeholders involved in the care process.

METHODS

In-depth interviews and focus groups were conducted with health professionals, administrative professionals, users, and representatives of community health organisations in five primary and secondary-level institutions in three regions of Colombia. Subsequently, to describe access to healthcare for depression and unhealthy alcohol use, excerpts from the interviews and focus groups were coded through content analysis, expert consensus, and grounded theory. Five categories of analysis were created: education and knowledge of the health condition, stigma, lack of training of health professionals, culture, and structure or organisational factors.

RESULTS

We characterised the barriers to a lack of illness recognition that affected access to care for depression or unhealthy alcohol use according to users, healthcare professionals and administrative staff from five primary and secondary care centres in Colombia. The groups identified that lack of recognition of depression was related to low education and knowledge about this condition within the population, stigma, and lack of training of health professionals, as well as to culture. For unhealthy alcohol use, the participants identified that low education and knowledge about this condition, lack of training of healthcare professionals, and culture affected its recognition, and therefore, healthcare access. Neither structural nor organisational factors seemed to play a role in the recognition or self-recognition of these conditions.

CONCLUSIONS

This study provides essential information for the search for factors that undermine access to mental health in the Colombian context. Likewise, it promotes the generation of hypotheses that can lead to the development and implementation of tools to improve care in the field of mental illness.

Factors associated with access to health care among foreign residents living in Aichi Prefecture, Japan: secondary data analysis

BACKGROUND

In Japan, foreign residents, and particularly new arrivals in the country, experience barriers to health care and show poorer health outcomes when compared to Japanese nationals. The health-care-related situation for foreign residents in Japan has been characterized by drastic changes over time; thus, there is difficulty identifying individuals who are "left behind" by the system. In this study, we aimed to identify, among foreign residents who attended informal free medical consultations, factors associated with "being advised to visit a medical facility" and "being referred to a medical facility," which represented hypothetical proxy indicators of barriers to health care.

METHODS

Secondary data analyses were conducted using the activity records of a non-governmental organization that provides free consultations targeting foreign residents in various locations in Aichi Prefecture, Japan. Participant characteristics, including insurance coverage, were determined. Bivariate and multi-variate analyses were performed to identify factors associated with having barriers to health care.

RESULTS

Among 608 extracted cases, 164 (27.5%) cases were advised to visit a medical facility, and 72 (11.8%) were referred to a medical facility during the consultations. Those who were not covered by public insurance showed a 1.56-time (95% confidence interval [CI]: 1.19-2.05) higher prevalence of being advised to visit a medical facility when compared to those who were covered by public insurance. Unemployed people and students were more likely to be referred to a medical facility than were professional workers; the prevalence ratios were 3.28 (95% CI: 1.64-6.57) and 2.77 (95% CI: 1.18-6.46), respectively.

CONCLUSIONS

Although the majority were insured, almost 30% were advised to visit a medical facility, which implied that they had had limited access to the formal health-care system before availing of the free consultations. The findings highlight those uninsured, unemployed people and students, who are considered vulnerable to access to health care. It is vital to provide those who are vulnerable with the necessary support while updatinge evidence, so that no one is "left behind."

Reproductive-Age Women's Experience of Accessing Treatment for Opioid Use Disorder: "We Don't Do That Here"

PURPOSE

For reproductive-age women, medications for opioid use disorder (OUD) decrease risk of overdose death and improve outcomes but are underutilized. Our objective was to provide a qualitative description of reproductive-age women's experiences of seeking an appointment for medications for OUD.

METHODS

Trained female callers placed telephone calls to a representative sample of publicly listed opioid treatment clinics and buprenorphine providers in Florida, Kentucky, Massachusetts, Michigan, Missouri, North Carolina, Tennessee, Virginia, Washington, and West Virginia to obtain appointments to receive medication for OUD. Callers were randomly assigned to be pregnant or non-pregnant and have private or Medicaid-based insurance to assess differences in the experiences of access by these characteristics. The callers placed 28,651 uniquely randomized calls, 10,117 to buprenorphine-waivered prescribers and 754 to opioid treatment programs. Open-ended, qualitative data were obtained from the callers about the access experiences and were analyzed using a qualitative, iterative inductive-deductive approach. From all 28,651 total calls, there were 17,970 unique free-text comments to the question "Please give an objective play-by-play of the description of what happened in this conversation."

FINDINGS

Analysis demonstrated a common path to obtaining an appointment. Callers frequently experienced long hold times, multiple transfers, and difficult interactions. Clinic receptionists were often mentioned as facilitating or obstructing access. Pregnant callers and those with Medicaid noted more barriers. Obtaining an appointment was commonly difficult even for these persistent, trained callers.

CONCLUSIONS

Interventions are needed to improve the experiences of reproductive-age women as they enter care for OUD, especially for pregnant women and those with Medicaid coverage.

Access barriers, self-recognition, and recognition of depression and unhealthy alcohol use: A qualitative study

INTRODUCTION

Access to healthcare services involves a complex dynamic, where mental health conditions are especially disadvantaged, due to multiple factors related to the context and the involved stakeholders. However, a characterisation of this phenomenon has not been carried out in Colombia, and this motivates the present study.

OBJECTIVES

The objective of this study was to explore the causes that affect access to health services for depression and unhealthy alcohol use in Colombia, according to various stakeholders involved in the care process.

METHODS

In-depth interviews and focus groups were conducted with health professionals, administrative professionals, users, and representatives of community health organisations in five primary and secondary-level institutions in three regions of Colombia. Subsequently, to describe access to healthcare for depression and unhealthy alcohol use, excerpts from the interviews and focus groups were coded through content analysis, expert consensus, and grounded theory. Five categories of analysis were created: education and knowledge of the health condition, stigma, lack of training of health professionals, culture, and structure or organisational factors.

RESULTS

We characterised the barriers to a lack of illness recognition that affected access to care for depression or unhealthy alcohol use according to users, healthcare professionals and administrative staff from five primary and secondary care centres in Colombia. The groups identified that lack of recognition of depression was related to low education and knowledge about this condition within the population, stigma, and lack of training of health professionals, as well as to culture. For unhealthy alcohol use, the participants identified that low education and knowledge about this condition, lack of training of healthcare professionals, and culture affected its recognition, and therefore, healthcare access. Neither structural nor organisational factors seemed to play a role in the recognition or self-recognition of these conditions.

CONCLUSIONS

This study provides essential information for the search for factors that undermine access to mental health in the Colombian context. Likewise, it promotes the generation of hypotheses that can lead to the development and implementation of tools to improve care in the field of mental illness.

Application of Andersen's behavioural model of health services use: a scoping review with a focus on qualitative health services research

INTRODUCTION

Qualitative methods have become integral in health services research, and Andersen's behavioural model of health services use (BMHSU) is one of the most commonly employed models of health service utilisation. The model focuses on three core factors to explain healthcare utilisation: predisposing, enabling and need factors. A recent overview of the application of the BMHSU is lacking, particularly regarding its application in qualitative research. Therefore, we provide (1) a descriptive overview of the application of the BMHSU in health services research in general and (2) a qualitative synthesis on the (un)suitability of the model in qualitative health services research.

METHODS

We searched five databases from March to April 2019, and in April 2020. For inclusion, each study had to focus on individuals ≥18 years of age and to cite the BMHSU, a modified version of the model, or the three core factors that constitute the model, regardless of study design, or publication type. We used MS Excel to perform descriptive statistics, and applied MAXQDA 2020 as part of a qualitative content analysis.

RESULTS

From a total of 6319 results, we identified 1879 publications dealing with the BMSHU. The main methodological approach was quantitative (89%). More than half of the studies are based on the BMHSU from 1995. 77 studies employed a qualitative design, the BMHSU was applied to justify the theoretical background (62%), structure the data collection (40%) and perform data coding (78%). Various publications highlight the usefulness of the BMHSU for qualitative data, while others criticise the model for several reasons (eg, its lack of cultural or psychosocial factors).

CONCLUSIONS

The application of different and older models of healthcare utilisation hinders comparative health services research. Future research should consider quantitative or qualitative study designs and account for the most current and comprehensive model of the BMHSU.

Awareness on menstrual hygiene management in Bangladesh and the possibilities of media interventions: using a nationwide cross-sectional survey

OBJECTIVES

Menstrual hygiene management (MHM) has become a growing public health concern in many low-income and middle-income nations for its association with several health risks. This study observed types of menstrual absorbents used among women in Bangladesh and analysed the associated sociodemographic factors with the hypothesis that mass media can increase awareness regarding MHM. The study includes recommendations for possible intervention strategies designed to address this lack of awareness.

DESIGN AND PARTICIPANTS

The analysis used the data from the nationally representative Bangladesh Multiple Indicator Cluster Survey 2019 that employed a two-stage, stratified cluster sampling approach, with a study sample of 54 242 women aged between 15 and 49 years. A generalised linear model was fitted to the data adjusting for survey weights and cluster/strata variations along with bivariate analyses and spatial mapping.

RESULTS

Only a quarter of women (24.3%) used modern absorbents for MHM with most resorting to unhygienic traditional practices. Spatial distribution showed that the use of modern absorbent of MHM was limited to the major cities. The women who had mobile phones and regular access to the media were nearly 43% (adjusted OR (AOR) 1.43 with 95% CI 1.33 to 1.54) and 47% (AOR 1.47 with 95% CI 1.35 to 1.60) more likely to use the modern absorbents of MHM, respectively. Furthermore, educated women living in urban solvent households with educated house heads were also found to use modern absorbents of MHM.

CONCLUSIONS

There appeared to be scope for interventions through a combined national effort to raise awareness using multifaceted media channels regarding MHM among women in order to meet the Sustainable Development Goals 3.7 and 6.2 of addressing women's healthcare and hygiene needs.

Predisposing, Enabling, and Need Factors Associated with the Choice of Pharmacy Type in the US: Findings from the 2015/2016 National Consumer Survey on the Medication Experience and Pharmacists' Roles

Background: Knowing the type of pharmacy used by the patient is meaningful to the pharmacist. Previous studies have assessed different factors predicting the kind of pharmacy selection and reached inconsistent findings. Objectives: To identify patient and health-related factors associated with pharmacy type selection. Methods: The Andersen Behavioral Model of Health Service Use was used to organize the selection of patient characteristics and categorize them as predisposing, enabling, and need factors. The dependent variable was the type of pharmacy used. Logistic regression was used to predict the association between patient-related characteristics and the type of pharmacy used. Results: Older age respondents were less likely to use independent pharmacies (OR = 0.992) and more likely to use mail pharmacy services (OR = 1.026). Highly educated people showed higher use of chain and mail pharmacies (OR = 1.272, 1.185, respectively) and less tendency to use the independent, supermarket, and prescription-only pharmacy types. Men were less likely to use chain pharmacies (OR = 0.932) and more likely to use supermarket pharmacies than women. Patients who use Medication Therapy Management (MTM) services had higher odds of using independent and supermarket pharmacies (OR = 2.808, 1.689, respectively). Patients with a higher number of chronic diseases and experienced side effects of medications were more likely to use independent pharmacies (OR for number of disease = 1.097 and for side effects = 1.095). Conclusions: This study’s findings identify characteristics associated with selecting certain pharmacy settings and direct future research to include other predictors encompassing beliefs, attitudes, and other social factors.

Dementia Care in Diverse Older Adults in the U.S. Deep South and the Rest of the United States

BACKGROUND

Use of specialists and recommended drugs has beneficial effects for older adults living with Alzheimer's disease and related dementia (ADRD). Gaps in care may exist for minorities, e.g., Blacks, and especially in the United States (U.S.) Deep South (DS), a poor U.S. region with rising ADRD cases and minority overrepresentation. Currently, we have little understanding of ADRD care utilization in diverse populations in this region and elsewhere in the U.S. (non-DS), and the factors that adversely impact it.

OBJECTIVE

To examine utilization of specialists and ADRD drugs (outcomes) in racial/ethnic groups of older adults with ADRD and the personal or context-level factors affecting these outcomes in DS and non-DS.

METHODS

We obtained outcomes and personal-level covariates from claims for 127,512 Medicare beneficiaries with ADRD in 2013-2015, and combined county-level data in exploratory factor analysis to define context-level covariates. Adjusted analyses tested significant association of outcomes with Black/White race and other factors in DS and non-DS.

RESULTS

Across racial/ethnic groups, 33%-43% in DS and 43%-50% in non-DS used specialists; 47%-55% in DS and 41%-48% in non-DS used ADRD drugs. In adjusted analyses, differences between Blacks and Whites were not significant. Vascular dementia, comorbidities, poverty, and context-level factor "Availability of Medical Resources" were associated with specialist use; Alzheimer's disease and senile dementia, comorbidities, and specialist use were associated with drug use. In non-DS only, other individual, context-level covariates were associated with the outcomes.

CONCLUSION

We did not observe significant gaps in ADRD care in DS and non-DS; however, research should further examine determinants of low specialist and drug use in these regions.