Application of item response theory to achieve cross‐cultural comparability of occupational stress measurement

Our objective was to examine cross‐cultural comparability of standard scales of the Effort–Reward Imbalance occupational stress scales by item response theory (IRT) analyses. Data were from 20,256 Japanese employees, 1464 Dutch nurses and nurses' aides, 2128 representative employees from post‐communist countries, 963 Swedish representative employees, 421 Chinese female employees, 10,175 employees of the French national gas and electric company and 734 Spanish railroad employees, sanitary personnel and telephone operators. The IRT likelihood ratio model was used for differential item functioning (DIF) and differential test functioning (DTF) analyses. Despite the existence of DIF, most comparisons did not show discernible differences in the relations between Effort–Reward total score and level of the underlying trait across cultural groups. In the case that DTF was suspected, excluding an item with significant DIF improved the comparability. The full cross‐cultural comparability of Effort–Reward Imbalance scores can be achieved with the help of IRT analysis. Copyright © 2009 John Wiley & Sons, Ltd.     

Ethnic disparities in unmet need for alcoholism, drug abuse, and mental health care.

OBJECTIVE: Recent policy has focused on documenting and reducing ethnic disparities in availability and quality of health care. The authors examined differences by ethnic status in unmet need for alcoholism, drug abuse, and mental health treatment. METHOD: Data were from a follow-up survey of adult respondents to a 1996-1997 national survey. Non-Hispanic whites, African Americans, and Hispanics were compared in access to alcoholism and drug abuse treatment and mental health care (primary or specialty), unmet need for care, satisfaction with care, and use of active treatment for alcoholism, drug abuse, and mental health problems in the prior 12 months. RESULTS: A total of 31.9% of whites, 28.1% of African Americans, and 30.1% of Hispanics had some alcoholism, drug abuse, and mental health care, mostly in primary care. Among those with perceived need, compared to whites, African Americans were more likely to have no access to alcoholism, drug abuse, or mental health care (25.4% versus 12.5%), and Hispanics were more likely to have less care than needed or delayed care (22.7% versus 10.7%). Among those with need, whites were more likely than Hispanics or African Americans to be receiving active alcoholism, drug abuse, or mental health treatment (37.6% versus 22.4%-25.0%). CONCLUSIONS: The authors document greater unmet need for alcoholism and drug abuse treatment and mental health care among African American and Hispanics relative to whites. New policies are needed to improve access to and quality of alcoholism, drug abuse, and mental health treatment across diverse populations.     

Disparities in self-reported geriatric depressive symptoms due to sociodemographic differences: An extension of the bi-factor item response theory model for use in differential item functioning

This study evaluates the measurement noninvariance, or differential item functioning (DIF), in the Center for Epidemiological Studies-Depression (CES-D) items attributable to age, sex, and race/ethnicity among community-dwelling older adults. Participants (N = 2773) were from the New Haven site of the Established Populations for Epidemiologic Studies in the Elderly. Statistical analyses included exploratory factor analysis, bi-factor confirmatory factor analysis, and a bi-factor multiple indicator and multiple causes (MIMIC) model to address measurement noninvariance. Blacks, compared with whites, were more likely to endorse items loading on the interpersonal factor, which include “people dislike me” and “people are unfriendly.” Women were less likely to endorse the interpersonal items and the “I felt like a failure” item (odds ratio [OR] = 0.63, 95% confidence interval [CI]: 0.42, 0.94) than men. But women had a higher proportional odds than men for endorsing the “crying” item (OR = 1.86, 95% CI: 1.17, 2.96). Those 75 years and older (relative to those aged 65-74) were less likely to endorse the “I felt like a failure” item (OR = 0.65, 95% CI: 0.43, 0.97). However, measurement noninvariance found in both the “crying” and “failure” items were attributable to women and to those aged 75 and older were trivial after controlling for the underlying level of depressive symptomatology. Therefore, the interpersonal items showed measurement noninvariance attributable to sex and race. The bi-factor MIMIC model is useful for examining measurement noninvariance due to sociodemographics in a multidimensional depression instrument.     

Differences in mental health outcomes among Whites, African Americans, and Hispanics following a community disaster

A number of studies have assessed the association between race and ethnicity and psychological health status following exposure to a stressful event. However, some of these studies indicate racial and ethnic minorities have poorer mental health relative to Whites, while others show no differences or that minorities may actually have better psychological health. One year after the terrorist attacks on the World Trade Center, we collected data on a random sample of city residents (N = 2368). The dependent variables were posttraumatic stress disorder (PTSD), PTSD symptom severity, major depression, panic attack, and general physical and mental well-being. We categorized our respondents as Non-Hispanic White, Non-Hispanic African American, Dominican, Puerto Rican, and Other Hispanics. Bivariate results indicated racial/ethnic differences for PTSD symptom severity, depression, general physical and mental health, and panic attack. Using logistic regression and controlling for possible confounding factors, most of these associations were rendered non-significant. That is, we found no post-disaster racial/ethnic differences for PTSD, PTSD symptom severity, or physical health. African Americans and Other Hispanics were less likely to meet criteria for major depression or to be classified as unhealthy on the self-report SF-12 mental health scale compared to Whites. Only for panic attack were African Americans and Puerto Ricans more likely to meet criteria for this outcome. Thus, our study found little support for the hypothesis that Latinos or African Americans consistently suffered from poorer psychological and physical well-being in the aftermath of traumatic events, relative to Whites.     

Prevalence and correlates of heavy smoking and nicotine dependence in adolescents with bipolar and cannabis use disorders

The study examined the prevalence and correlates of heavy smoking and nicotine dependence in adolescents with bipolar and cannabis use disorders. Participants were 80 adolescents between 13 and 22 years of age with co-occurring bipolar I disorder and cannabis abuse or dependence who reported ever trying a cigarette. Diagnostic and symptom severity measures were completed as part of the baseline assessments for a clinical trial. Almost half (49%) of these participants who ever tried a cigarette were current heavy smokers (≥10 cigarettes/day), and 70% met DSM-IV-TR lifetime criteria for nicotine dependence. Heavy smoking was associated with older age, heavier marijuana use and greater compulsive craving, lifetime diagnoses of attention-deficit/hyperactivity disorder, conduct disorder, illicit drug use disorders, and poorer overall functioning. Nicotine dependence was related to White race, higher current mania severity, and poorer overall functioning. These findings suggest that heavy smoking and nicotine dependence were highly prevalent among these adolescents. Although both were associated with greater physical and psychosocial problems, only heavy smoking was linked to a clear pattern of more severe substance-related and psychiatric problems. Further research to elucidate mechanisms and develop interventions to address early, entrenched patterns of co-use of tobacco and marijuana is warranted.     

Use of substance abuse services by young uninsured american adults

OBJECTIVES: This study examined the prevalence and correlates of substance abuse service use among uninsured young adults aged 18 to 34 years (N=24,282). METHODS: Data were drawn from the 1999 National Household Survey on Drug Abuse. Logistic regression was used to identify correlates of substance abuse service use among persons who met DSM-IV criteria for dependence. RESULTS: Among uninsured young adults (N=5,067), 66 percent lacked any health care coverage for at least one year. In this uninsured group, 72 percent were past-year users of alcohol or drugs (N=2,335). Among past-year alcohol users (N=2,273), 12 percent met criteria for alcohol dependence; among past-year drug users (N=864), 21 percent met dependence criteria. Eighty-seven percent of the uninsured young adults with alcohol or drug dependence did not receive any substance abuse treatment services in the previous year. In the uninsured substance-dependent group, women, blacks, and Hispanics were less likely than men and whites to use substance abuse services. Among those with substance dependence, uninsured persons were more likely than privately insured persons to receive substance abuse services from the self-help or human service (nonmedical) sector. Conclusions: Racial, ethnic, and gender disparities in the use of substance abuse services are notable among young adults who lack health insurance.     

Adolescent substance abuse and psychiatric comorbidities

The use and abuse of substances-including alcohol, nicotine, marijuana, inhalants, and other drugs-are commonly found to be comorbid with psychiatric conditions in adolescents. This dual diagnosis requires special attention and treatment, especially as substance use often begins during this developmental period. Adolescents may be diagnosed with substance abuse, substance dependence, or substance use disorder not otherwise specified, which indicates a developing substance use problem that includes symptoms of but does not meet criteria for substance dependence. Psychiatric comorbidity in adolescents who abuse substances is the rule rather the exception, and common comorbidities include depression, anxiety, bipolar disorder, conduct disorder, and attention-deficit/hyperactivity disorder. Treatment of the psychiatric disorder often helps to alleviate the substance use disorder as well. This activity discusses the epidemiology, assessment, and treatment of this dual diagnosis.     

Racial and Ethnic Disparities in Serious Psychological Distress Among Those With Alzheimer's Disease and Related Dementias

BackgroundAlzheimer's disease and related dementias (ADRD) is a growing public health challenge. Prior research suggests that non-Hispanic whites (whites), non-Hispanic African Americans (African Americans), and Hispanics have differing risks for ADRD.ObjectiveTo examine the existence of serious psychological distress (SPD) among whites, African Americans, and Hispanics; to calculate the predicted probability of ADRD in whites, African Americans, and Hispanics, and to decompose the differences among ADRD populations, quantifying the burden of higher SPD among African Americans and Hispanics, compared to whites.Data and MethodThe authors use nationally representative data from the Medical Expenditure Panel Survey (2007–2015) to estimate the association between ADRD and race, ethnicity, and SPD. Using Blinder-Oaxaca decomposition analysis, the authors estimate to what extent higher SPD among Hispanics and African Americans was associated with higher ADRD rates compared to whites.ResultsAfter controlling for individuals’ demographic and socioeconomic characteristics and co-existing medical conditions, the presence of SPD was still significantly associated with a higher likelihood of having ADRD. The model predicted significantly higher likelihood of having ADRD among African Americans (7.1%) and Hispanics (5.7%) compared to whites (4.5%). Higher rates of having SPD among African Americans explained 15% of white-black difference and 40% of the white-Hispanic difference in ADRD rates, respectively.Discussion and ConclusionOur findings suggest a significant relationship between SPD and ADRD and that the burden of SPD was greater among African Americans and Hispanics with ADRD. Efficient screening using self-reported SPD, compared to simply using diagnoses codes of mental illness, may be more helpful to reduce racial and ethnic disparities in ADRD.     

Further Consideration of the “Cold,Sick” Husband

Abstract

A number of studies have assessed the association between race and ethnicity and psychological health status following exposure to a stressful event. However, some of these studies indicate racial and ethnic minorities have poorer mental health relative to Whites, while others show no differences or that minorities may actually have better psychological health. One year after the terrorist attacks on the World Trade Center, we collected data on a random sample of city residents (N = 2368). The dependent variables were posttraumatic stress disorder (PTSD), PTSD symptom severity, major depression, panic attack, and general physical and mental well—being. We categorized our respondents as Non—Hispanic White, Non—Hispanic African American, Dominican, Puerto Rican, and Other Hispanics. Bivariate results indicated racial/ethnic differences for PTSD symptom severity, depression, general physical and mental health, and panic attack. Using logistic regression and controlling for possible confounding factors, most of these associations were rendered non—significant. That is, we found no post-disaster racial/ethnic differences for PTSD, PTSD symptom severity, or physical health. African Americans and Other Hispanics were less likely to meet criteria for major depression or to be classified as unhealthy on the self—report SF—12 mental health scale compared to Whites. Only for panic attack were African Americans and Puerto Ricans more likely to meet criteria for this outcome. Thus, our study found little support for the hypothesis that Latinos or African Americans consistently suffered from poorer psychological and physical well—being in the aftermath of traumatic events, relative to Whites.     

Item response theory analysis of DSM-IV cannabis abuse and dependence criteria in adolescents

Objective:To examine three aspects of adolescent cannabis problems: do DSM-IV cannabis abuse and dependence criteria represent two different levels of severity of substance involvement, to what degree do each of the 11 abuse and dependence criteria assess adolescent cannabis problems, and do the DSM-IV items function similarly across different adolescent populations?Method:We examined 5,587 adolescents ages 11 to 19, including 615 youths in treatment for substance use disorders, 179 adjudicated youths, and 4,793 youths from the community. All of the subjects were assessed with a structured diagnostic interview. Item response theory was used to analyze symptom endorsement patterns.Results:Abuse and dependence criteria were not found to represent different levels of severity of problem cannabis use in any of the samples. Among the 11 abuse and dependence criteria, problems cutting down and legal problems were the least informative for distinguishing problem users. Two dependence criteria and three of the four abuse criteria indicated different severities of cannabis problems across samples.Conclusions:We found little evidence to support the idea that abuse and dependence are separate constructs for adolescent cannabis problems. Furthermore, certain abuse criteria may indicate severe substance problems, whereas specific dependence items may indicate less severe problems. The abuse items in particular need further study. These results have implications for the refinement of the current substance use disorder criteria for DSM-V.     

Psychiatric and substance use disorders in South Florida: racial/ethnic and gender contrasts in a young adult cohort.

BACKGROUND: Prevalence rates of psychiatric and substance use disorders among young adults in South Florida are presented. Unique aspects of the study include the large sample size, its ethnic diversity, and the fact that a substantial proportion of Hispanic participants were foreign born. METHODS: This study builds on a previous cohort study of students who entered middle school in 1990. A random subsample of this representative cohort (N = 1803) was interviewed between 1998 and 2000 when most were between 19 and 21 years of age. Disorders were assessed through computer-assisted personal interviews utilizing the DSM-IV version of the Michigan Composite International Diagnostic Interview. RESULTS: More than 60% of the sample met lifetime criteria for 1 or more study disorders, and 38% did so within the preceding year. Childhood conduct and major depressive and alcohol abuse disorders were the most prevalent. Although rates of affective and anxiety disorders in females were double that in males, this gender difference disappeared when attention-deficit/hyperactivity disorder, conduct disorders, and antisocial personality disorders were also considered (46.6% vs 45.7% for females vs males, respectively). Substantially lower rates were observed among African Americans for depressive disorders and substance abuse and dependence. Among Hispanics, rates tend to be lower among the foreign-born in comparison with their US-born counterparts, particularly for the substance disorders. CONCLUSIONS: The documented presence of psychiatric and substance disorders in middle and high school populations emphasizes the importance of prevention efforts in school settings. Research on the origins of ethnic and nativity differences is called for.     

Psychiatric illness and substance abuse among homeless Asian-American veterans

OBJECTIVES: This study examined the proportion of Asian Americans among homeless veterans and among veterans in the general population to calculate the relative risk of homelessness among Asian-American veterans. It also examined differences in rates of psychiatric and substance use disorders between homeless racial and ethnic subgroups. METHODS: Data were gathered between 1997 and 2001 from the Health Care for Homeless Veterans program and included data from administrative intake, patients' self-reports, and clinicians' diagnostic assessments of substance use disorders and psychiatric illness. RESULTS: Data were examined for 67,441 veterans. Asian-American veterans had a significantly lower risk of homelessness than veterans of other ethnic groups. Alcohol abuse was significantly and consistently less prevalent among Asian Americans compared with blacks and Hispanics. However, drug abuse was less prevalent among Asian Americans than among blacks and Hispanics, but rates were similar to those of whites. CONCLUSIONS: Lower rates of alcohol abuse may protect Asian-American veterans from becoming homeless.     

Personality and Substance Use in Mexicans and Mexican-Americans

Within the theoretical framework of the five-factor model of personality, existing research identifies personality profiles significantly related to certain at-risk behaviors, such as substance use and poor health outcomes. Among Latinos, there is limited knowledge on whether personality traits are associated with substance use behaviors. This study uses a sample of Mexican (N = 323) and Mexicans American (N = 1,143) participants to examine the interplay of culture and personality differences in relation to substance use and alcohol dependence. Mexican Americans reported higher use of cocaine and marijuana, while Mexicans were more likely to report cigarette smoking. Lower Agreeableness and Conscientiousness were associated with a higher likelihood of substance use and alcohol dependence. Higher Extraversion was associated with higher likelihood of substance use, Openness with marijuana use, and for Neuroticism the associations differed across cultural groups and drug-type used. The study identified cross-cultural communalities and differences in personality traits related to drug use and dependence.     

Race/ethnicity and depressive symptoms in community-dwelling young adults: a differential item functioning analysis

To examine variations in the manifestation of depressive symptomatology across racial/ethnic groups, analyses of differential item functioning (DIF) on the Center for Epidemiologic Studies Depression Scale (CES-D) were separately conducted for representative samples of young adults in the following groups: African-Americans (n=434), Hispanics born in the US (n=493), and Hispanics born outside the US (n=395). Non-Hispanic whites (n=463) were employed as the reference group in all analyses. The effects of gender and age were controlled. DIF analyses indicated that: (1) about half of the CES-D items functioned differently among non-Hispanic whites compared to each of the other racial/ethnic groups; (2) the manifestation of symptoms seemed to be similar for both Hispanic groups, except for low positive affect; (3) African-Americans tended to favor somatic symptoms over affective (depressive) symptoms; (4) Immigrant Hispanics appeared to inhibit the expression of positive affect, and thus more high scorers on the total CES-D were observed within this subgroup. In contrast, no differences were observed when only negative items were considered. The use of positive affect items might artifactually induce spurious differences among people who were born outside the United States or North America.     

The co-occurrence of DSM-IV alcohol abuse in DSM-IV alcohol dependence: results of the National Epidemiologic Survey on Alcohol and Related Conditions on heterogeneity that differ by population subgroup

BACKGROUND: In DSM-IV, an alcohol abuse diagnosis is preempted by dependence, although the symptoms of each disorder are different. Consequently, little is known about the extent to which dependence occurs with or without abuse. The distinction is important because of potential heterogeneity in dependence as a phenotype in genetic research, as well as potential underestimation of alcohol dependence when surveys cover dependence symptoms only among those who screen positive for alcohol abuse. OBJECTIVE: To present the prevalence of DSM-IV alcohol dependence with and without alcohol abuse in national and population subgroups. DESIGN: Face-to-face interviews. SETTING: The United States, including Alaska, Hawaii, and the District of Columbia. PARTICIPANTS: Household and group-quarters residents, 18 years and older, in the National Epidemiologic Survey on Alcohol and Related Conditions (N = 42 392). MAIN OUTCOME MEASURES: DSM-IV alcohol dependence with and without DSM-IV alcohol abuse, assessed with the Alcohol Use Disorder and Associated Disabilities Interview Schedule. RESULTS: Among respondents with current alcohol dependence, 33.7% did not additionally meet criteria for abuse (29.0% among men and 46.1% among women). Current dependence without abuse was especially common among minority women (48.5% among African Americans, 55.2% among Hispanics). Among respondents with lifetime diagnoses of dependence, 13.9% did not additionally meet criteria for abuse (10.1% among men, 22.1% among women): proportions were highest among minorities, eg, 29.1% among Hispanic women and 19.2% among Hispanic men. CONCLUSIONS: Alcohol abuse does not always accompany alcohol dependence in the general population, especially among women and minorities. Dependence with and without abuse may represent heterogeneous phenotypes for genetic research. Use of alcohol abuse as a screening method for alcohol dependence in large epidemiologic studies will differentially underestimate the prevalence of dependence by subgroup, affecting time trend and comorbidity research. Such underestimation may also perpetuate a lack of services for traditionally underserved groups.     

Assessing impact of differential symptom functioning on post‐traumatic stress disorder (PTSD) diagnosis

This article explores the generalizability of the Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition (DSM‐IV) diagnostic criteria for post‐traumatic stress disorder (PTSD) to various subpopulations. Besides identifying the differential symptom functioning (also referred to as differential item functioning [DIF]) related to various background variables such as gender, marital status and educational level, this study emphasizes the importance of evaluating the impact of DIF on population inferences as made in health surveys and clinical trials, and on the diagnosis of individual patients. Using a sample from the National Comorbidity Study‐Replication (NCS‐R), four symptoms for gender, one symptom for marital status, and three symptoms for educational level were significantly flagged as DIF, but their impact on diagnosis was fairly small. We conclude that the DSM‐IV diagnostic criteria for PTSD do not produce substantially biased results in the investigated subpopulations, and there should be few reservations regarding their use. Further, although the impact of DIF (i.e. the influence of differential symptom functioning on diagnostic results) was found to be quite small in the current study, we recommend that diagnosticians always perform a DIF analysis of various subpopulations using the methodology presented here to ensure the diagnostic criteria is valid in their own studies. Copyright © 2014 John Wiley & Sons, Ltd.     

Affective disorder in juvenile offenders: A preliminary study

OBJECTIVE: The authors' goal was to determine the prevalence of major mental disorders and substance abuse in adolescents admitted to a juvenile detention center. METHOD: As part of a routine mental health screening, modules from the Diagnostic Interview Schedule for Children were administered to 50 youths (11-17 years old) at an urban juvenile detention center. RESULTS: A high rate of affective disorder (42%) was found among these adolescents: 10 (20%) met criteria for mania, another 10 met criteria for major depressive disorder, and one met criteria for bipolar disorder, mixed type. Thirty (60%) met criteria for conduct disorder, and very high rates of alcohol, marijuana, and other substance dependence were found. There was a strong association between affective disorder and conduct disorder; adolescents with mania had much higher rates of reported abuse of substances other than alcohol or marijuana. CONCLUSIONS: Juvenile offenders have high rates of affective disorder. Further studies are needed to examine the relationship of affective disorder to substance abuse as well as to antisocial behavior.     

Comparisons of methamphetamine psychotic and schizophrenic symptoms: a differential item functioning analysis

The concept of negative symptoms in methamphetamine (MA) psychosis (e.g., poverty of speech, flatten affect, and loss of drive) is still uncertain. This study aimed to use differential item functioning (DIF) statistical techniques to differentiate the severity of psychotic symptoms between MA psychotic and schizophrenic patients. Data of MA psychotic and schizophrenic patients were those of the participants in the WHO Multi-Site Project on Methamphetamine-Induced Psychosis (or WHO-MAIP study) and the Risperidone Long-Acting Injection in Thai Schizophrenic Patients (or RLAI-Thai study), respectively. To confirm the unidimensionality of psychotic syndromes, we applied the exploratory and confirmatory factor analyses (EFA and CFA) on the eight items of Manchester scale. We conducted the DIF analysis of psychotic symptoms observed in both groups by using nonparametric kernel-smoothing techniques of item response theory. A DIF composite index of 0.30 or greater indicated the difference of symptom severity. The analyses included the data of 168 MA psychotic participants and the baseline data of 169 schizophrenic patients. For both data sets, the EFA and CFA suggested a three-factor model of the psychotic symptoms, including negative syndrome (poverty of speech, psychomotor retardation and flatten/incongruous affect), positive syndrome (delusions, hallucinations and incoherent speech) and anxiety/depression syndrome (anxiety and depression). The DIF composite indexes comparing the severity differences of all eight psychotic symptoms were lower than 0.3. The results suggest that, at the same level of syndrome severity (i.e., negative, positive, and anxiety/depression syndromes), the severity of psychotic symptoms, including the negative ones, observed in MA psychotic and schizophrenic patients are almost the same.     

Inhalant abuse and dependence among adolescents in the United States

OBJECTIVE: To examine the patterns of inhalant use and correlates of the progression from inhalant use to abuse and dependence among adolescents aged 12 to 17. METHOD: Study data were drawn from the 2000 and 2001 National Household Surveys on Drug Abuse. Multinominal logistic regression was used to identify the characteristics associated with progression to inhalant abuse and dependence. RESULTS: Inhalant use was common among the studied adolescents. Among adolescents aged 12 to 17, 0.4% met DSM-IV inhalant abuse or dependence criteria in the past year. Inhalant abuse and dependence affected adolescents regardless of gender, age, race/ethnicity, and family income. The progression from inhalant use to abuse or dependence was related to early first use, use of multiple inhalants, and weekly inhalant use. Adolescents with inhalant use disorders reported coexisting multiple drug abuse and dependence, mental health treatment, and delinquent behaviors. CONCLUSIONS: Adolescents with an inhalant use disorder may represent a subgroup of highly troubled youths with multiple vulnerabilities. Because early use is associated with progression to abuse and dependence, prevention programs should target elementary school-age children.