The effects of health sector market factors and vulnerable group membership on access to alcohol, drug, and mental health care

Health care utilization among Middle Eastern, Hispanic/Latino, and Asian immigrants in the United States: an application of Andersen's behavioral model

OBJECTIVES

To examine whether Andersen's model explains health care utilization among Middle Eastern immigrants and to examine gender and ethnic differences in health care utilization of Middle Eastern, Hispanic/Latino, and Asian immigrants in the United States.

METHOD

Using data from the 2000-2017 National Health Interview Surveys (NHIS), this study compares patterns of health care utilization among Middle Eastern (ME) immigrants to those among Hispanic/Latino and Asian immigrants in the U.S. Specifically, we use Andersen's Behavioral Model of Health Care Utilization to model the likelihood of seeing a doctor in the past 12 months for these three immigrant groups. Additionally, the current study emphasizes the predisposing factor of gender and its differences across and within these groups.

RESULTS

Andersen's behavioral framework is partially suited to predict the likelihood of seeing a doctor in the past 12 months among ME immigrants. Immigrant women, regardless of their ethnicity, are significantly more likely than men to report seeing a doctor in the past 12 months. Moreover, the effects of the predisposing, need, and enabling characteristics for Hispanics and Asians are significantly different from those for ME immigrants. Additionally, although Asians are significantly less likely to utilize the health care system than ME immigrants, there are no significant differences comparing Hispanics/Latinos to ME immigrants. Furthermore, Andersen's behavioral framework explains ethnicity and gender differences particularly when comparing Asian men to ME men and Asian women to ME women.

CONCLUSIONS

This study highlights the importance of considering ethnicity and gender differences when examining health outcomes of immigrants.

Reducing racial/ethnic disparities in mental health service use among emerging adults: community-level supply factors

Objectives: Emerging adulthood-spanning 18-29 years of age-is associated with the highest risk for onset of certain behavioral health disorders (e.g. major depression, bipolar disorder, psychosis, substance use disorders) and high prevalence of many behavioral health disorders. Yet, rates of mental health service use remain low in this age range. Racial/ethnic minorities are particularly impacted by individual, cultural/linguistic, and community-level barriers to mental health care. This study examined community-level factors associated with mental health service use and investigated whether these associations varied by race/ethnicity.Design: This study analyzed individual- and county-level data for emerging adults in the United States (N=3,294) from the nationally representative Collaborative Psychiatric Epidemiological Surveys (CPES). Using the Andersen Model of Health Care Utilization, analyses examined predisposing, enabling, and need factors utilized in prior studies with adult samples as well as novel community characteristics hypothesized to impact service use among emerging adults of diverse racial/ethnic backgrounds. Past-year use of both specialty and any mental health services were assessed, controlling for individual- and community-level variables, and adjusting for presence of past-year mental health disorder, overall health status, and functional impairment. Differences between racial/ethnic minority groups and Non-Latino Whites were tested through a multilevel model incorporating random intercepts logistic regression, with analysis focusing on the interaction between race/ethnicity and community-level supply variables.Results: For past-year use of specialty mental health services, density of hospitals with child wellness programs was linked to service use among Black emerging adults, whereas density of hospitals with linguistic/translation services was linked to service use among Latino emerging adults.Conclusions: This study expands on previous research in behavioral health disparities to examine ways to improve behavioral health services for an emerging adult population with unmet service needs and identifies specific community-level factors that can improve mental health for racial/ethnic minority emerging adults.

Characterization of multilevel influences of mental health care transitions: a comparative case study analysis

Purpose

Mental health care transitions are increasingly prioritized given their potential to optimize care delivery and patient outcomes, especially those focused on the transition from inpatient to outpatient mental health care. However, limited efforts to date characterize such mental health transition practices, especially those spanning multiple service setting contexts. Examination of key influences of inpatient to outpatient mental health care transitions across care contexts is needed to inform ongoing and future efforts to improve mental health care transitions. The current work aims to characterize multilevel influences of mental health care transitions across three United States-based mental health system contexts.

Methods

A comparative multiple case study design was used to characterize transition practices within the literature examining children’s, non-VA adult, and VA adult service contexts. Andersen’s (1995) Behavioral Health Service Use Model was applied to identify and characterize relevant distinct and common domains of focus in care transitions across systems.

Results

Several key influences to mental health care transitions were identified spanning the environmental, individual, and health behavior domains, including: community capacity or availability, cross-system or agency collaboration, provider training and experience related to mental health care transitions, client care experience and expectations, and client clinical characteristics or complexity.

Conclusions

Synthesis illustrated several common factors across system contexts as well as unique factors for further consideration. Our findings inform key considerations and recommendations for ongoing and future efforts aiming to plan, expand, and better support mental health care transitions. These include timely information sharing, enhanced care coordination and cross setting and provider communication, continued provider/client education, and appropriate tailoring of services to improve mental health care transitions.

The Role of County Characteristics in Mental Health Service Use by Older African Americans

OBJECTIVE

Older African Americans may underutilize mental health services, although they experience mental health problems at rates comparable with those of whites. Untreated mental disorders contribute to increased risk of morbidity and mortality and decreased quality of life, and therefore, understanding the factors that influence racial disparities in service use is critical. This study examined whether county characteristics were associated with mental health service use by older African Americans after the analyses adjusted for individual characteristics.

METHODS

This study combined individual-level data from the 2008-2012 Medical Expenditure Panel Survey with county-level data for 2008-2012 from the 2013-2014 Area Health Resources Files and county-level data from the 2008-2012 Chronic Conditions Report of the Chronic Conditions Data Warehouse for 1,567 community-dwelling African Americans ages 60 and older. Multilevel logistic regressions were used to examine the role of county characteristics on mental health services use with adjustment for individual-level risk factors.

RESULTS

At the county level, individuals living in a county with a higher proportion of African Americans were less likely to use mental health services. At the individual level, higher income and mental health status were associated with mental health service utilization.

CONCLUSIONS

Among older African Americans, the racial composition of one's county of residence played a role in mental health service use, indicating the need for future research focusing on the relationship between an area's racial composition and mental health service use. Programs may be able to ameliorate racial disparities in mental health care by targeting areas with a higher percentage of African Americans.

County Context and Mental Health Service Utilization by Older Hispanics

BACKGROUND AND OBJECTIVES

Although older Hispanics experience high rates of depression, they tend to underuse mental health services. The study examined the association between county characteristics and mental health service use among older Hispanics, controlling for individual characteristics.

RESEARCH DESIGN AND METHODS

The study used the 2008-2012 Medical Expenditure Panel Study and linked county-level data from the 2013-2014 Area Health Resources Files and the 2008-2012 Chronic Conditions Data Warehouse, using the Federal Information Processing Standard county code. The sample includes 1,143 community-dwelling Hispanics ages 60 years or older (Level 1) and 156 counties (Level 2) where the sample resides. The single dichotomous measure of mental health service utilization was based on whether or not the respondent met one or more of three conditions: (1) the respondent received care from a mental health professional, (2) received a service including mental health counseling or psychotherapy, or (3) received a service that was related to the International Classification of Diseases. Multilevel logistic regression analysis was used to examine the role of county context.

RESULTS

The proportion of older adults and the existence of community mental health centers at the county-level were associated with mental health services use among this population. At the individual-level, education and mental health status were also associated with using mental health services.

DISCUSSION AND IMPLICATIONS

The county context plays an important role in understanding mental health services use among older Hispanics, indicating the need for intervention strategies at the county level.

Utilization of LGBT-Specific clinics and providers across three cohorts of lesbian, gay, and bisexual people in the United States

Lesbian, gay, and bisexual (LGB) people navigate issues of stigma, discrimination, structural barriers, and a history of medical mistrust when seeking healthcare services. Lesbian, gay, bisexual, and transgender (LGBT)-specific clinics and providers offer alternative spaces where these issues may be avoided, but limited research is available on how LGB people utilize these resources. The current study analyzes data from a nationally-representative survey of 1534 LGB people across three age cohorts. Gender, sexual identity, income, proximity to LGBT community health centers, perceived health status, and the total number of lifetime diagnoses are each associated with past utilization of LGBT-specific clinics and providers; interest in future utilization is associated with sexual identity, race/ethnicity, several psychosocial factors, income, a usual source of care, and mental distress. We conclude that LGBT-specific clinics and providers represent an important piece of the healthcare landscape for LGB people but access remains an important barrier to utilization.

Psychosocial resources and strains and health services use among adult illicit drug users from the Miami-Dade community

This study builds on previous research concerning the associations of positive and negative dimensions of the self-concept and social relationships, respectively, with medical treatment seeking actions by modeling potentially positive and negative effects simultaneously. Using data from the first wave of a large community study including adult (20-93) drug users (n = 318), multivariate linear regression analysis presents the effects of psychosocial resources on drug users' medical treatment seeking in six progressive models. Social resources such as family support, family conflict, and friend support account for variation in medical treatment seeking actions in adult drug users. Dimensions of the self-concept, including perception of powerlessness and self-esteem also influence medical treatment seeking actions in adult drug users. Moderation tests reveal that the presence of family problems related to drug use is associated with a lower likelihood of taking treatment-seeking action in the context of greater family support. This study assessed how positive and negative dimensions of social relationships and the self-concept can jointly influence medical treatment seeking actions. Implications for medical treatment seeking action research are discussed.

Age, sex and primary care setting differences in patients' perception of community healthcare seeking behaviour towards health services

INTRODUCTION

Understanding the potential determinants of community healthcare seeking behaviour helps in improving healthcare utilisation and health outcomes within different populations. This in turn will aid the development of healthcare policies and planning for prevention, early diagnosis and management of health conditions.

OBJECTIVE

To evaluate patients' perception of community healthcare seeking behaviour towards both acute and preventive physical and psychosocial health concerns by sex, age and type of primary care setting (as a proxy for affordability of healthcare).

METHODS

A total of 3979 patients from 221 public and 239 private clinics in Malaysia were interviewed between June 2015 and February 2016 using a patient experience survey questionnaire from the Quality and Cost of Primary Care cross-sectional study. Multivariable logistic regression analysis adjusted for the complex survey design was used.

RESULTS

After adjusting for covariates, more women than men perceived that most people would see their general practitioners for commonly consulted acute and preventive physical and some psychosocial health concerns such as stomach pain (adjusted odds ratio (AOR), 1.64; 95% confidence interval (CI), 1.22-2.21), sprained ankle (AOR, 1.29; 95% CI, 1.06-1.56), anxiety (AOR, 1.32; 95% CI, 1.12-1.55), domestic violence (AOR, 1.35; 95% CI, 1.13-1.62) and relationship problems (AOR, 1.24; 95% CI, 1.02-1.51). There were no significant differences in perceived healthcare seeking behaviour by age groups except for the removal of a wart (AOR, 1.41; 95% CI, 1.12-1.76). Patients who visited the public clinics had generally higher perception of community healthcare seeking behaviour for both acute and preventive physical and psychosocial health concerns compared to those who went to private clinics.

CONCLUSIONS

Our findings showed that sex and healthcare affordability differences were present in perceived community healthcare seeking behaviour towards primary care services. Also perceived healthcare seeking behaviour were consistently lower for psychosocial health concerns compared to physical health concerns.

Factors Affecting the Choice of National and Public Hospitals Among Outpatient Service Users in South Korea

The present study analyzed factors underlying outpatient service users' choice of national and public (rather than private) hospitals. Based on Andersen's Behavioral Model, we developed a framework that covered needs, enabling, and personal factors. Data of outpatient service usage were obtained from the Korean medical panel survey during 2008 to 2013. Logistic regression analyses were conducted, and results revealed that the rate of national and public hospital use was very low (5.57%), and our model adequately explained variance in service use. Specifically, several demographic factors-older age, low income, national merit and medical care, being chronically ill, and having a disability-were predictive of whether an individual is likely to choose national and public hospitals. We discuss the need to strengthen national and public hospitals' medical services in order to better manage care for low-income vulnerable groups.

Dental hygienist attendance and its covariates in an ageing Swedish cohort

Delegation of tasks between professional groups is important to make health-care services accessible and effective for ageing people. Focussing on a Swedish 1942 birth cohort and guided by Andersen's Behavioral Model, this study assessed dental hygienist attendance from age 50 to age 70 and identified covariates at the population-averaged and person-specific levels. In 1992, a census of 50-yr-old subjects was invited to participate in a questionnaire survey. Of the 6,346 respondents, 3,585 completed follow-ups in 1997, 2002, 2007, and 2012. Multiple logistic regression analysis was conducted using a marginal model and a random intercept model. Cochran's Q test revealed that significantly more respondents confirmed dental hygienist attendance in 2012 than in 1992 (57.2% in 2012 vs. 26.0% in 1992). Population-averaged ORs for dental hygienist attendance across time were 3.5 at age 70 yr compared with age 50 yr (baseline); 2.0 if being a regular rather than an irregular dental attendee; and 0.7 if being of non-native origin compared with native origin. The corresponding person-specific ORs were 8.9, 3.2, and 0.5. Consistent with Andersen's Behavioral Model, predisposing, enabling, and need-related factors were associated with dental hygienist attendance at population-averaged and person-specific levels. This has implications for promoting dental hygienist attendance among ageing people.

Correlates of Receipt of Colorectal Cancer Screening among American Indians in the Northern Plains

Research has consistently documented lower colorectal cancer (CRC) screening rates for racial and ethnic minority populations, with the lowest screening rates among American Indians (AIs). Given the low CRC screening rates among AIs residing in the Northern Plains region, the objective of this research was to identify CRC screening correlates for Northern Plains AIs. With a sample of 181 AIs age 50 years or older, the authors used Andersen's behavioral model to examine the following factors related to receipt of CRC screening: (a) predisposing factors-age, education, marital status, and gender; (b) need factors-personal and family history of cancer; and (c) enabling factors-having a particular place to receive medical care, annual health checkup, awareness of the availability of CRC screening, knowledge of CRC, and self-efficacy of CRC. Nested logistic regression identified the following correlates of receipt of CRC screening: (a) predisposing factors-older age; (b) need factors-having a personal history of cancer; and (c) enabling factors-having an annual health checkup, greater awareness of CRC screening, and greater self-efficacy of CRC. Given the findings, prevention and intervention strategies, including public awareness and education about CRC screening, are promising avenues to reduce cancer screening disparities among AIs.

Racial Disparities in Intimate Partner Violence and in Seeking Help With Mental Health

Applying Aday and Andersen's health services utilization model, this examination of racial disparities in women's experience of intimate partner violence also looked at racial disparities in mental disorders and in use of mental health professionals' help. We conducted a secondary data analysis of 6,589 women completing the National Violence Against Women Survey. Per our linear regression results, minority women, versus White, tended proportionally to seek less help from mental health professionals. Help seeking by African American women was less likely if they were using illegal drugs; among Hispanic women, additional threats from partner curtailed help seeking from mental health professionals. "Other ethnic minority" women's help seeking decreased with their use of stimulants. Implications for intervention are discussed.

Access to mental health care among women Veterans: is VA meeting women's needs?

BACKGROUND

Patient-centered access to mental health describes the fit between patient needs and resources of the system. To date, little data are available to guide implementation of services to women veterans, an underrepresented minority within Department of Veteran Affairs (VA) health care. The current study examines access to mental health care among women veterans, and identifies gender-related indicators of perceived access to mental health care.

METHODS

A population-based sample of 6287 women veterans using VA primary care services participated in a survey of past year perceived need for mental health care, mental health utilization, and gender-related mental health care experiences. Subjective rating of how well mental health care met their needs was used as an indicator of perceived access.

RESULTS

Half of all women reported perceived mental health need; 84.3% of those women received care. Nearly all mental health users (90.9%) used VA services, although only about half (48.8%) reported that their mental health care met their needs completely or very well. Gender related experiences (availability of female providers, women-only treatment settings, women-only treatment groups, and gender-related comfort) were each associated with 2-fold increased odds of perceived access, and associations remained after adjusting for ease of getting care.

CONCLUSIONS

Women VA users demonstrate very good objective access to mental health services. Desire for, and access to specialized mental health services for women varies across the population and are important aspects of shared decision making in referral and treatment planning for women using VA primary care.

Predictors of frequent recourse to health professionals by people with severe mental disorders

OBJECTIVE

Based on Andersen's behavioural model, our study sought to determine predictors and blocks of factors that could explain why people with severe mental disorders (SMDs) more often seek the services of health professionals.

METHODS

This longitudinal study involved 292 users with SMDs located in Le Sud-Ouest, the southwest borough of Montreal. Data were collected from participants' medical records and through 7 questionnaires. Using Andersen's Behavioral Model of Health Services Use, independent variables were divided into 3 classes-predisposing factors, enabling factors, and need factors-and were introduced in this order in a hierarchical logistic model.

RESULTS

Among 292 users, 110 (37.7%) were frequent users who consulted about one health professional every 3 days. Participants who were more likely to call on health professionals were single and older, depended on welfare as their main source of income, lived in supervised housing, suffered from schizophrenia, schizophrenia spectrum disorders, and adjustment disorders, and, marginally, exhibited multiple mental disorders.

CONCLUSION

Mental health services could promote strategies to overcome the reluctance of younger people to seek professional services. Professionals should pay close attention to subsidiary conditions, such as adjustment disorders, from which people with SMDs may suffer. Interventions to improve the socioeconomic condition of unemployed people with SMDs may help to reduce health care service use among that clientele. Programs such as supported employment should be tailored and enhanced for people receiving welfare to decrease stigmatization and improve job market integration.

Child Welfare Caseworker Education and Caregiver Behavioral Service Use and Satisfaction with the Caseworker

Social work has long been identified with child welfare, and research has generally found that child welfare caseworkers with a social work degree are better prepared than aseworkers with other degrees. Little knowledge exists though about the relationship between caseworker professional background and caregiver behavioral health service use or their satisfaction with the caseworker. Using data from the National Survey of Child and Adolescent Well-Being, we found no significant relationships between having a social work degree and caregiver use of services or satisfaction with the caseworker. More research is needed to clarify how caseworker characteristics, including professional preparation, influence child welfare outcomes.

Predicting Help-Seeking Attitudes Toward Mental Health Services Among American Indian Older Adults: Is Andersen's Behavioral Model a Good Fit?

American Indian (AI) older adults are vulnerable to mental health disparities, yet very little is known about the factors associated with help-seeking for mental health services among them. The purpose of this study was to investigate the utility of Andersen's Behavioral Model in explaining AI older adults' help-seeking attitudes toward professional mental health services. Hierarchical regression analysis was used to examine predisposing, enabling, and need variables as predictors of help-seeking attitudes toward mental health services in a sample of 233 AI older adults from the Midwest. The model was found to have limited utility in the context of older AI help-seeking attitudes, as the proportion of explained variance was low. Gender, perceived stigma, social support, and physical health were significant predictors, whereas age, perceived mental health, and health insurance were not.

Exploring contextual factors and patient activation: evidence from a nationally representative sample of patients with depression

Patient activation has been considered as a "blockbuster drug of the century." Patients with mental disorders are less activated compared to patients with other chronic diseases. Low activation due to mental disorders can affect the efficiency of treatment of other comorbidities. Contextual factors are significantly associated with mental health care access and utilization. However, evidence of their association with patient activation is still lacking. Using data from the Health Tracking Household Survey 2007 and Area Health Resource File 2008, we examine the association between contextual factors and self-reported activation levels among patients with depression. We investigate two types of contextual factors--(a) site of usual source of care and (b) community characteristics, measured by mental health care resources availability, population demographics, and socioeconomic characteristics at the county level. Results show significant variation in activation levels by contextual factors. The availability of community mental health centers, lower proportion of foreign-born individuals, and higher income in the local community are associated with higher patient activation. Our results also show that depressed patients having a usual source of care at a physician's office have significantly higher patient activation levels than those with a usual source of care in the emergency department or hospital outpatient clinics. Results suggest that primary care setting is critical to having a sustained relationship between patients and physicians in order to enhance patient engagement in mental health care. Interventions in communities with low income and high immigrant populations are necessary.

Factors leading African Americans and black Caribbeans to use social work services for treating mental and substance use disorders

This secondary analysis of 5,000 African Americans and black Caribbeans explored how their use of social work services to address mental and substance use disorders was associated with the disorder involved as well as their perceived need for services, belief system, family resources, proximity to services, social-structural factors, and demographic characteristics. The sample was extracted from a national data set. Results of multinomial logistic regression showed that use of social work services was increased by dual diagnosis, substance use disorder alone, and mental disorder alone; by deteriorating mental health; by perceived stigma in treatment use; by welfare receipt and insurance coverage for mental health services; and by college graduation. Results also showed that use of services outside social work was promoted by dual diagnosis, substance use disorder alone, and mental disorder alone; by deteriorating mental health; by experience of racial discrimination; by insurance coverage for mental health services; by college education or graduation; and by female gender and increasing age. The findings' implications for social work intervention and education are discussed.

The role of provider supply and organization in reducing racial/ethnic disparities in mental health care in the U.S

Racial and ethnic disparities in mental health care access in the United States are well documented. Prior studies highlight the importance of individual and community factors such as health insurance coverage, language and cultural barriers, and socioeconomic differences, though these factors fail to explain the extent of measured disparities. A critical factor in mental health care access is a local area's organization and supply of mental health care providers. However, it is unclear how geographic differences in provider organization and supply impact racial/ethnic disparities. The present study is the first analysis of a nationally representative U.S. sample to identify contextual factors (county-level provider organization and supply, as well as socioeconomic characteristics) associated with use of mental health care services and how these factors differ across racial/ethnic groups. Hierarchical logistic models were used to examine racial/ethnic differences in the association of county-level provider organization (health maintenance organization (HMO) penetration) and supply (density of specialty mental health providers and existence of a community mental health center) with any use of mental health services and specialty mental health services. Models controlled for individual- and county-level socio-demographic and mental health characteristics. Increased county-level supply of mental health care providers was significantly associated with greater use of any mental health services and any specialty care, and these positive associations were greater for Latinos and African-Americans compared to non-Latino Whites. Expanding the mental health care workforce holds promise for reducing racial/ethnic disparities in mental health care access. Policymakers should consider that increasing the management of mental health care may not only decrease expenditures, but also provide a potential lever for reducing mental health care disparities between social groups.

Re-revisiting Andersen's Behavioral Model of Health Services Use: a systematic review of studies from 1998-2011

Objective: This systematic review aims to assess the use and implementation of the Behavioral Model of Health Services Use developed by Ronald M. Andersen in recent studies explicity using this model.

Methods: A systematic search was conducted using PubMed in April 2011. The search strategy aimed to identify all articles in which the Andersen model had been applied and which had been published between 1998 and March 2011 in English or German. The search yielded a total of 328 articles. Two researchers independently reviewed the retrieved articles for possible inclusion using a three-step selection process (1. title/author, 2. abstract, 3. full text) with pre-defined inclusion and exclusion criteria for each step. 16 studies met all of the inclusion criteria and were used for analysis. A data extraction form was developed to collect information from articles on 17 categories including author, title, population description, aim of the study, methodological approach, use of the Andersen model, applied model version, and main results. The data collected were collated into six main categories and are presented accordingly.

Results: Andersen’s Behavioral Model (BM) has been used extensively in studies investigating the use of health services. The studies identified for this review showed that the model has been used in several areas of the health care system and in relation to very different diseases. The 1995 version of the BM was the version most frequently applied in the studies. However, the studies showed substantial differences in the variables used. The majority of the reviewed studies included age (N=15), marital status (N=13), gender/sex (N=12), education (N=11), and ethnicity (N=10) as predisposing factors and income/financial situation (N=10), health insurance (N=9), and having a usual source of care/family doctor (N=9) as enabling factors. As need factors, most of the studies included evaluated health status (N=13) and self-reported/perceived health (N=9) as well as a very wide variety of diseases. Although associations were found between the main factors examined in the studies and the utilization of health care, there was a lack of consistency in these findings. The context of the studies reviewed and the characteristics of the study populations seemed to have a strong impact on the existence, strength and direction of these associations.

Conclusions: Although the frequently used BM was explicitly employed as the theoretical background for the reviewed studies, their operationalizations of the model revealed that only a small common set of variables was used and that there were huge variations in the way these variables were categorized, especially as it concerns predisposing and enabling factors. This may stem from the secondary data sets used in the majority of the studies, which limited the variables available for study. Primary studies are urgently needed to enrich our understanding of health care utilization and the complexity of the processes shown in the BM.

Unmet need for treatment for substance use disorders across race and ethnicity

BACKGROUND

The objective was to analyze disparities in unmet need for substance use treatment and to observe variation across different definitions of need for treatment.

METHODS

Data were analyzed from the 2002 to 2005 National Survey of Drug Use and Health and the National Epidemiologic Survey on Alcohol and Related Conditions. Logistic regressions estimated the likelihood of specialty substance use treatment across the two data sets. Parallel variables for specialty, informal and any substance abuse treatment were created. Perceived need and normative need for substance use treatment were defined, with normative need stratified across lifetime disorder, past twelve month disorder, and heavy alcohol/any illicit drug use. Treatment rates were analyzed, comparing Blacks, Asians and Latinos to non-Latino whites across need definitions, and adjusting for age, sex, household income, marital status, education and insurance.

RESULTS

Asians with past year substance use disorder had a higher likelihood of unmet need for specialty treatment than whites. Blacks with past year disorder and with heavy drinking/illicit drug use had significantly lower likelihood of unmet need. Latinos with past year disorder had a higher likelihood of unmet need for specialty substance abuse treatment. Asians with heavy drinking/illicit drug use had lower likelihood of unmet need.

CONCLUSIONS

The findings suggest that pathways to substance abuse treatment differ across groups. Given high rates of unmet need, a broad approach to defining need for treatment is warranted. Future research to disentangle social and systemic factors from factors based on diagnostic criteria is necessary in the identification of need for treatment.

Type of health insurance and the substance abuse treatment gap

OBJECTIVE

Most individuals reporting symptoms consistent with substance use disorders do not receive care. This study examines the correlation between type of insurance coverage and receipt of substance abuse treatment, controlling for other observable factors that may influence treatment receipt.

METHOD

Descriptive and multivariate analyses are conducted using pooled observations from the 2002-2007 editions of the National Survey on Drug Use and Health. The likelihood of treatment entry is estimated by type of insurance coverage controlling for personal characteristics and characteristics of the individual's substance use disorder.

RESULTS

Multivariate analyses that control for type of substance and severity of disorder (dependence vs. abuse) find that those with Civilian Health and Medical Program of the Uniformed Services/Veterans Affairs, Medicaid only, Medicare only, and Medicare and Medicaid (dual eligibles) have 50% to almost 90% greater odds of receiving treatment relative to those with private insurance.

CONCLUSIONS

The privately insured population has substantially lower treatment entry rates than those with publicly provided insurance. Additional research is warranted to understand the source of the differences across insurance types so that improvements can be achieved.

County-level poverty is equally associated with unmet health care needs in rural and urban settings

CONTEXT

Regional poverty is associated with reduced access to health care. Whether this relationship is equally strong in both rural and urban settings or is affected by the contextual and individual-level characteristics that distinguish these areas, is unclear.

PURPOSE

Compare the association between regional poverty with self-reported unmet need, a marker of health care access, by rural/urban setting.

METHODS

Multilevel, cross-sectional analysis of a state-representative sample of 39,953 adults stratified by rural/urban status, linked at the county level to data describing contextual characteristics. Weighted random intercept models examined the independent association of regional poverty with unmet needs, controlling for a range of contextual and individual-level characteristics.

FINDINGS

The unadjusted association between regional poverty levels and unmet needs was similar in both rural (OR = 1.06 [95% CI, 1.04-1.08]) and urban (OR = 1.03 [1.02-1.05]) settings. Adjusting for other contextual characteristics increased the size of the association in both rural (OR = 1.11 [1.04-1.19]) and urban (OR = 1.11 [1.05-1.18]) settings. Further adjustment for individual characteristics had little additional effect in rural (OR = 1.10 [1.00-1.20]) or urban (OR = 1.11 [1.01-1.22]) settings.

CONCLUSIONS

To better meet the health care needs of all Americans, health care systems in areas with high regional poverty should acknowledge the relationship between poverty and unmet health care needs. Investments, or other interventions, that reduce regional poverty may be useful strategies for improving health through better access to health care.

Trends in behavioral health care service provision by community health centers, 1998-2007

OBJECTIVE

The federal government boosted support for community health centers in medically underserved areas in 2002-2007. This investigation compared trends in behavioral health services provided by community health centers nationwide during the first several years of that initiative with immediately prior trends.

METHODS

Data were extracted from the Health Resources and Services Administration's Uniform Data System on community health centers for 1998-2007 (2007, N=1,067). Regression analyses revealed trends in individual community health centers' likelihood of providing on-site specialty mental health care, crisis services, and substance abuse treatment. Aggregate data were used to show national trends in numbers of behavioral health encounters, patients, and encounters per patient.

RESULTS

The number of federally funded community health centers increased 43% between 2001 and 2007, from 748 to 1,067, over twice the annual growth rate between 1998 and 2001. However, trends in individual community health centers' likelihood of providing different types of behavioral health care were generally consistent across the two time periods. In 2007, 77% of community health centers offered specialty mental health services, 20% offered 24-hour crisis intervention services, and 51% offered substance abuse treatment. The mean number of mental health encounters per mental health patient at community health centers in 2007 was 2.9.

CONCLUSIONS

The behavioral health care safety net has widened through rapid recent growth in the number of community health centers as well as a continuing increase in the proportion offering specialty mental health services.

Trends in behavioral health care service provision by community health centers, 1998-2007

OBJECTIVE

The federal government boosted support for community health centers in medically underserved areas in 2002-2007. This investigation compared trends in behavioral health services provided by community health centers nationwide during the first several years of that initiative with immediately prior trends.

METHODS

Data were extracted from the Health Resources and Services Administration's Uniform Data System on community health centers for 1998-2007 (2007, N=1,067). Regression analyses revealed trends in individual community health centers' likelihood of providing on-site specialty mental health care, crisis services, and substance abuse treatment. Aggregate data were used to show national trends in numbers of behavioral health encounters, patients, and encounters per patient.

RESULTS

The number of federally funded community health centers increased 43% between 2001 and 2007, from 748 to 1,067, over twice the annual growth rate between 1998 and 2001. However, trends in individual community health centers' likelihood of providing different types of behavioral health care were generally consistent across the two time periods. In 2007, 77% of community health centers offered specialty mental health services, 20% offered 24-hour crisis intervention services, and 51% offered substance abuse treatment. The mean number of mental health encounters per mental health patient at community health centers in 2007 was 2.9.

CONCLUSIONS

The behavioral health care safety net has widened through rapid recent growth in the number of community health centers as well as a continuing increase in the proportion offering specialty mental health services.

Health need and the use of alternative medicine among adults who do not use conventional medicine

Background

We hypothesize that a substantial portion of individuals who forgo conventional care in a given year turn to some form of alternative medicine. This study also examines whether individuals who use only alternative medicine will differ substantially in health and sociodemographic status from individuals using neither alternative medicine nor conventional care in a given year. To identify those factors that predict alternative medicine use in those not using conventional care, we employed the socio-behavioral model of healthcare utilization.

Methods

The current study is a cross-sectional regression analysis using data from the 2002 National Health Interview Survey. Data were collected in-person from 31,044 adults throughout the 50 states and the District of Columbia.

Results

19.3% of adults (38.3 million) did not use conventional care in a 12 month period, although 39.5% of these individuals (14.7 million) reported having one or more problems with their health. Of those not using conventional care, 24.8% (9.5 million) used alternative medicine. Users of alternative medicine had more health needs and were more likely to delay conventional care because of both cost and non-cost factors compared to those not using alternative medicine. While individual predisposing factors (gender, education) were positively associated with alternative medicine use, enabling factors (poverty status, insurance coverage) were not.

Conclusions

We found that a quarter of individuals who forgo conventional care in a given year turn towards alternative medicine. Our study suggests that the potential determinants of using only alternative medicine are multifactorial. Future research is needed to examine the decision process behind an individual's choice to use alternative medicine but not conventional medicine and the clinical outcomes of this choice.

Service utilization and help seeking in a national sample of female rape victims

OBJECTIVE

Many women with mental health problems do not seek help. Despite substantial research on predictors of help seeking, little is known about factors associated with help seeking in at-risk populations (for example, rape victims). This study examined various forms of help seeking for emotional problems in relation to key variables in a national sample of female rape victims.

METHODS

Telephone interviews were conducted with a representative sample of 3,001 women (aged 18 to 76 years). All interviews were conducted between January 23, 2006, and June 26, 2006. Those endorsing a lifetime history of rape were included in the analyses presented here (N=556). Demographic characteristics, rape history, rape characteristics, psychopathology, and substance abuse were assessed. Help seeking was assessed by asking whether participants ever sought help for emotional problems, and if so, what types of services were sought (services provided through a medical professional, religious figure, or mental health professional).

RESULTS

Help seeking was endorsed by 60% of the sample. The final multivariable model showed that ever seeking help was associated with being white (OR=2.61), being married (OR=.42), and having posttraumatic stress disorder (OR=3.45). Specific forms of help seeking revealed unique predictor sets.

CONCLUSIONS

Although lifetime history of help seeking among rape victims was high, 40% of respondents had never sought help for emotional problems. Odds of help seeking were generally increased by the presence of a mental disorder. The findings suggest that some respondents may have sought help from general medical professionals or religious figures for emotional problems related to being raped. Education and training regarding rape and associated disorders should be available to other professionals to support provision of care. Public policy should be strengthened regarding professionals' service provision and should include reimbursement for mental health services so victims do not have to pay for services.

Service utilization and help seeking in a national sample of female rape victims

OBJECTIVE

Many women with mental health problems do not seek help. Despite substantial research on predictors of help seeking, little is known about factors associated with help seeking in at-risk populations (for example, rape victims). This study examined various forms of help seeking for emotional problems in relation to key variables in a national sample of female rape victims.

METHODS

Telephone interviews were conducted with a representative sample of 3,001 women (aged 18 to 76 years). All interviews were conducted between January 23, 2006, and June 26, 2006. Those endorsing a lifetime history of rape were included in the analyses presented here (N=556). Demographic characteristics, rape history, rape characteristics, psychopathology, and substance abuse were assessed. Help seeking was assessed by asking whether participants ever sought help for emotional problems, and if so, what types of services were sought (services provided through a medical professional, religious figure, or mental health professional).

RESULTS

Help seeking was endorsed by 60% of the sample. The final multivariable model showed that ever seeking help was associated with being white (OR=2.61), being married (OR=.42), and having posttraumatic stress disorder (OR=3.45). Specific forms of help seeking revealed unique predictor sets.

CONCLUSIONS

Although lifetime history of help seeking among rape victims was high, 40% of respondents had never sought help for emotional problems. Odds of help seeking were generally increased by the presence of a mental disorder. The findings suggest that some respondents may have sought help from general medical professionals or religious figures for emotional problems related to being raped. Education and training regarding rape and associated disorders should be available to other professionals to support provision of care. Public policy should be strengthened regarding professionals' service provision and should include reimbursement for mental health services so victims do not have to pay for services.

Medicaid managed care and the unmet need for mental health care among children with special health care needs

OBJECTIVE

To determine the association between Medicaid managed care pediatric behavioral health programs and unmet need for mental health care among children with special health care needs (CSHCN).

DATA SOURCE

The National Survey of CSHCN (2000-2002), using subsets of 4,400 CSHCN with Medicaid and 1,856 CSHCN with Medicaid and emotional problems. Additional state-level sources were used.

STUDY DESIGN

Multilevel models investigated the association between managed care program type (carve-out, integrated) or fee-for-service (FFS) and reported unmet mental health care need.

DATA COLLECTION/EXTRACTION METHODS

The National Survey of CSHCN conducted telephone interviews with a sample representative at both the national and state levels.

PRINCIPAL FINDINGS

In multivariable models, among CSHCN with only Medicaid, living in states with Medicaid managed care (odds ratio [OR]=1.81; 95 percent confidence interval: 1.04-3.15) or carve-out programs (OR=1.93; 1.01-3.69) were associated with greater reported unmet mental health care need compared with FFS programs. Among CSHCN on Medicaid with emotional problems, the association between managed care and unmet need was stronger (OR=2.48; 1.38-4.45).

CONCLUSIONS

State Medicaid pediatric behavioral health managed care programs were associated with greater reported unmet mental health care need than FFS programs among CSHCN insured by Medicaid, particularly for those with emotional problems.

Hospital length of stay for children and adolescents diagnosed with depression: is primary payer an influencing factor?

OBJECTIVE

This study aimed (a) to discern the distribution by primary payer (public vs. private) of U.S. patients aged 5-18 years who were hospitalized with a primary diagnosis of depression and (b) to discern the mean hospital length of stay and mean charge per day by payer type.

METHODS

The 2003 Healthcare Cost and Utilization Project Kids' Inpatient Database was used for this analysis. Depression was defined as International Classification of Diseases, 9th Revision, Clinical Modification codes 296.2-296.36, 300.4 or 311. Differences in hospital length of stay and mean cost per day by payer type were discerned via adjusted least square mean analysis (+/-S.E.).

RESULTS

The adjusted mean hospital length of stay was significantly higher (P<.0001) for patients with a public payer (6.6+/-0.05 days) versus a private payer (5.3+/-0.05 days). Although statistically significant (P<.0001), the adjusted mean charge per day differed little by payer type (public, US$1316.39+/-9.82; private, US$1357.51+/-9.07).

CONCLUSIONS

Further research is required to discern whether observed differences in hospital length of stay are the result of private payers enhancing patient care, thereby discharging patients in a more efficient manner, or the patients being discharged prematurely from the hospital due to constraints in reimbursement by private payers.

Conceptualizing recovery capital: expansion of a theoretical construct

In order to capture key personal and social resources individuals are able to access in their efforts to overcome substance misuse, we introduced the construct of recovery capital into the literature. The purpose of this paper is to further explore the construct and include discussions of implications unexplored in our previous writings. In this paper we reveal the relationship between access to large amounts of recovery capital and substance misuse maintenance and introduce the concept of negative recovery capital. In doing so, we examine the relationships between negative recovery capital and gender, age, health, mental health, and incarceration.