Nina Mulia - Academia.edu (original) (raw)
Papers by Nina Mulia
Addictive Behaviors, 2022
Background Studies show drinking to cope and mental health problems have increased during the COV... more Background Studies show drinking to cope and mental health problems have increased during the COVID-19 pandemic, however, their samples have been limited by convenience sampling or lack of a pre-pandemic measure. We examined the early impact of the COVID-19 pandemic on mental health, drinking to cope and their association using a probability-based sample of the US adult population. Methods Data was drawn from the probability samples of the 2019-2020 National Alcohol Survey (N=7,233) to examine changes in drinking to cope and symptoms of depression and anxiety. Analyses compared participants who responded to the survey just prior to the widespread onset of the pandemic to those who responded after March 2020, in the total sample and by sex. Results Respondents in the early- vs. pre-COVID-19 period had a 1.48 higher odds (p=0.03) of higher agreement with drinking to forget one’s worries and problems, with a significant association observed among women only. Respondents with symptoms of depression and anxiety had a 2.94 and 1.56 higher odds, respectively, of higher agreement with drinking to forget one’s worries. We observed significant associations between early- vs. pre-COVID-19 period, depression and anxiety symptoms, and drinking to forget one’s worries among women only; however, moderation by sex in the total sample was not statistically significant. Conclusions We observed higher prevalence of depression and anxiety symptoms and greater drinking to forget worries in the early months of COVID restrictions relative to the period just prior, with some effects more prominent among women. These observations call for sustained monitoring of and support for the mental health of the general population, and of women in particular during the course of the pandemic.
Injury Prevention, 2020
IntroductionAlcohol and drug use are significant problems in the US, and American Indian/Alaska N... more IntroductionAlcohol and drug use are significant problems in the US, and American Indian/Alaska Native (AI/AN) communities and individuals are known to be among the most affected. This study evaluates disparities in unintentional injury mortality causes since 1999.MethodsAnalyses in 2020 of unintentional injury mortality rate disparities between AI/ANs and white population over the 1999–2016 period with attention to motor vehicle crashes, alcohol poisoning, drug poisoning and all other cause types. Rates in each of the 10 states with the largest AI/AN populations were also investigated to account for geographical concentration.ResultsMotor vehicle mortality rates declined for both AI/AN and white groups, but a large racial disparity was maintained. Conversely, poisoning mortality rates rose substantially in both groups, with a jump in rates in 2007 due to a coding change, resulting in a large disparity that was maintained through 2016. Comparison of alcohol and drug poisonings showe...
Prevention Science, 2019
Background: We use a "chain of risks" model to identify risk factors for prolonged heavy drinking... more Background: We use a "chain of risks" model to identify risk factors for prolonged heavy drinking in a nationally-representative US sample followed from adolescence to middle age, focusing on educational mediators and differential consequences of early exposure to family poverty and area-level disadvantage. Methods: Using data from the 1979 National Longitudinal Survey of Youth (civilian respondents ages 14-19 at baseline, N=5,781), longitudinal path models assessed racial/ethnic and gender differences in indirect effects of early disadvantage (duration of exposure to family poverty and area-level disadvantage during adolescence) on midlife heavy drinking. Educational mediators were high school academic performance (taking remedial coursework), high school completion, and attaining a college education. Subgroups were based on race/ethnicity (50.7% White, 30.5% Black, 18.8% Hispanic respondents) and gender (49.6% males). Results: There was a significant indirect path from family poverty during adolescence to poor high school academic performance, lower educational attainment and more heavy drinking in midlife. For Black respondents, there was an additional direct effect of early area-level disadvantage on greater midlife heavy drinking that was not seen for other groups. The effect of family poverty on reduced high school graduation was stronger for males than females. Conclusion: Enduring impacts of family poverty duration during adolescence on educational attainment have consequences for health risk behaviors in midlife. Due to differential exposure to early adversity, intersectoral interventions are needed to reduce disparities in alcohol outcomes and to promote health equity among high-risk populations.
Preventive medicine reports, Sep 1, 2022
JAMA Health Forum
IMPORTANCE The US has experienced increasing socioeconomic inequalities and stagnating life expec... more IMPORTANCE The US has experienced increasing socioeconomic inequalities and stagnating life expectancy. Past studies have not disentangled 2 mechanisms thought to underlie socioeconomic inequalities in health, differential exposure and differential vulnerability, that have different policy implications. OBJECTIVE To evaluate the extent to which the association between socioeconomic status (SES) and all-cause mortality can be decomposed into a direct effect of SES, indirect effects through lifestyle factors (differential exposure), and joint effects of SES with lifestyle factors (differential vulnerability).
Journal of Studies on Alcohol and Drugs, 2013
Aims: To investigate the influence of ethnic drinking cultures on alcohol use by Asian Americans ... more Aims: To investigate the influence of ethnic drinking cultures on alcohol use by Asian Americans and how this influ- ence may be moderated by their level of integration into Asian ethnic cultures. Methods: A nationally representative sample of 952 Asian American adults extracted from the Wave 2 National Epidemiologic Survey of Alcohol and Related Conditions data was used. Multiple logistic and linear regression models were fitted, some of which were stratified by nativity. Results: Controlling for finan- cial stress, discrimination and demographic variables, a hypothesized, positive relationship between ethnic drinking cultures and alcohol outcomes held for most drinking outcomes. A hypothesis on the moderating effect of integration into ethnic cultures indi- cated by ethnic language use was supported for US-born Asian Americans. Conclusion: Ethnic drinking cultures may significantly influence alcohol use by Asian Americans. The influence of ethnic drinking cultures may be condition...
Drug and Alcohol Dependence, 2021
Background The potential impact of the COVID-19 pandemic on recovery from alcohol use disorder (A... more Background The potential impact of the COVID-19 pandemic on recovery from alcohol use disorder (AUD) has received scant attention to date. In response, we investigated the stability of recovery and identified correlates of relapse, with particular interest in differences between women and men. Methods Data were obtained in a national survey of adults with resolved alcohol use disorder who were not drinking heavily (n=1,492). We calculated summary statistics and modeled odds of mild relapse (i.e., resolved at the time of data collection), overall and stratified by gender. Results Equivalent large majorities of women and men reported that the COVID-19 pandemic had not affected their recovery at all (88.9% and 88.8%, respectively). Mild relapse events were infrequent, with only 45 participants (3.1%) reporting a resumption of drinking after being abstinent and 35 participants (2.7%) reporting an increase from previously moderated drinking, with no differences in prevalence between men and women. Recovery capital showed consistent and comparable protective effects for both women and men (adjusted odds ratio [aOR] 0.90; 95% confidence interval [95% CI] 0.84, 0.97; and aOR 0.93; 95% CI 0.88, 0.98, respectively). We did not find any effect of pandemic-related stressors; however, there were a number of distinct correlates of mild relapse for women and men. Conclusions Recovery capital showed a consistently protective effect and may serve as a highly suitable intervention target as it is modifiable. Given gender differences, assessments of other key factors and tailored interventions targeting women and men may be necessary to ensure stable recovery.
Alcohol and Alcoholism, 2020
Aim Kingdon [(2014) Agendas, Alternatives, and Public Policies. Essex. United Kingdom: Pearson Ed... more Aim Kingdon [(2014) Agendas, Alternatives, and Public Policies. Essex. United Kingdom: Pearson Education Limited] argues that windows of opportunity to pass policies emerge when problems, solutions and policy support co-occur. This study aims to identify a set of alcohol policies with the potential to reduce alcohol-related disparities given high levels of support from marginalized groups, such as racial/ethnic minorities and lower-income groups. Methods This study used data from five US National Alcohol Surveys, which were based on household probability samples of adults in 1995 (n = 4243), 2000 (n = 5736), 2005 (n = 1445), 2010 (n = 4164) and 2015 (n = 4041). We used multiple logistic regression to determine the odds of policy support by racial/ethnic group and income level, considering price, place and marketing policies as well as individual-level interventions. Results Overall a majority of Americans supported banning alcohol sales in corner stores (59.4%), banning alcohol adve...
Substance Use & Misuse, 2020
Background: Prior research shows inconsistent associations between socioeconomic status (SES) and... more Background: Prior research shows inconsistent associations between socioeconomic status (SES) and alcohol outcomes, particularly for immigrant populations. Conventional markers of SES may not fully capture how social position affects health in these groups. Objective: We examine: (1) the associations of two alternative indicators, subjective social status (SSS) and financial hardship, with problem drinking outcomes, heavy episodic drinking (HED) and alcohol use disorder (AUD), for Asian Americans and Latinos; and (2) moderation of these relationships by educational level and nativity status. Methods: Multiple logistic regression modelling was performed using nationally-representative Asian American (n=2,095) and Latino samples (n=2,554) from the National Latino and Asian American Study. Age, gender, nativity, individual-level SES (income and education), unfair treatment, racial discrimination, and social support were adjusted. Results: Financial hardship was independently associated with AUD in both Asians and Latinos. Lower SSS was associated with increased AUD risk among individuals with college degrees or with US nativity in both populations. The association between financial hardship and HED was positive for US-born Latinos and foreign-born Asians, and negative for foreign-born Latinos. Conclusions: SSS and financial hardship are indicators of SES that may have particular relevance for immigrant health, independently of education and income, with SSS particularly meaningful for AUD in the more conventionally advantaged subgroups. There may be underlying processes affecting Asian and other Latino subgroups with similar socioeconomic and nativity profiles and exposing them to common risk/protective factors of AUD.
Addiction
Aims: To estimate the probability of transitioning between different categories of alcohol use (d... more Aims: To estimate the probability of transitioning between different categories of alcohol use (drinking states) among a nationally representative cohort of United States (US) adults and to identify the effects of socio-demographic characteristics on those transitions. Design, setting and participants: Secondary analysis of data from the National Epidemiologic Survey of Alcohol and Related Conditions (NESARC), a prospective cohort study conducted in 2001-02 and 2004-05; a US nationwide , population-based study. Participants included 34 165 adults (mean age = 45.1 years, standard deviation = 17.3; 52% women). Measurements: Alcohol use was self-reported and categorized based on the grams consumed per day: (1) non-drinker (no drinks in past 12 months), (2) category I (women = ≤ 20; men = ≤ 40), (3) category II (women = 21-40; men = 41-60) and (4) category III (women = ≥ 41; men = ≥ 61). Multi-state Markov models estimated the probability of transitioning between drinking states, conditioned on age, sex, race/ ethnicity and educational attainment. Analyses were repeated with alcohol use categorized based on the frequency of heavy episodic drinking. Findings: The highest transition probabilities were observed for staying in the same state; after 1 year, the probability of remaining in the same state was 90.1% [95% confidence interval (CI) = 89.7%, 90.5%] for non-drinkers, 90.2% (95% CI = 89.9%, 90.5%) for category I, 31.8% (95% CI = 29.7, 33.9%) category II and 52.2% (95% CI = 46.0, 58.5%) for category III. Women, older adults, and non-Hispanic Other adults were less likely to transition between drinking states, including transitions to lower use. Adults with lower educational attainment were more likely to transition between drinking states; however, they were also less likely to transition out of the 'weekly HED' category. Black adults were more likely to transition into or stay in higher use categories, whereas Hispanic/ Latinx adults were largely similar to White adults.
Journal of Substance Abuse Treatment, 2019
Background: The U.S. Mental Health Parity and Addiction Equity Act (MHPAEA) was a landmark federa... more Background: The U.S. Mental Health Parity and Addiction Equity Act (MHPAEA) was a landmark federal policy aimed at increasing access to substance use treatment, yet studies have found relatively weak impacts on treatment utilization. The present study considers whether there may be moderating effects of pre-existing state parity laws and differential changes in treatment rates across racial/ethnic groups. Methods: We analyzed data from SAMSHA'S Treatment Episode Data Set (TEDS) from 1999-2013, assessing changes in alcohol treatment admission rates across states with heterogeneous, pre-existing parity laws. NIAAA's Alcohol Policy Information System data were used to code states into five groups based on the presence and strength of states' pre-MHPAEA mandates for insurance coverage of alcohol treatment and parity (weak; coverage no parity; partial parity if coverage offered; coverage and partial parity; strong). Regression models included state fixed effects and a cubic time trend adjusting for state-and year-level covariates, and assessed MHPAEA main effects and interactions with state parity laws in the overall sample and racial/ ethnic subgroups. Results: While we found no significant main effects of federal parity on alcohol treatment rates, there was a significantly greater increase in treatment rates in states requiring health plans to cover alcohol treatment and having some pre-existing parity. This was seen overall and in all three racial/ ethnic groups (increasing by 25% in whites, 26% in blacks, and 42% in Hispanics above the expected treatment rate for these groups). Post-MHPAEA, the alcohol treatment admissions rate in these states rose to the level of states with the strongest pre-existing parity laws. Conclusion: The MHPAEA was associated with increased alcohol treatment rates for diverse racial/ethnic groups in states with both alcohol treatment coverage mandates and some prior parity *
BMC Public Health
Background The clustering of Big Four contributors to morbidity and mortality—alcohol misuse, smo... more Background The clustering of Big Four contributors to morbidity and mortality—alcohol misuse, smoking, poor diet, and physical inactivity—may further elevate chronic health risk, but there is limited information about their specific combinations and associated health risks for racial/ethnic minority groups. We aimed to examine patterns of clustering in risk behaviors for White, Black, Hispanic, and Asian American adults and their associations with diabetes and hypertension. As these behaviors may be socioeconomically-patterned, we also examined associations between clustering and socioeconomic status (SES). Methods Latent class analyses and multinomial and logistic regressions were conducted using a nationally-representative sample of United States (US) adults ages 40–70 (N = 35,322) from Waves 2 (2004–2005) and 3 (2012–2013) of the National Epidemiologic Survey on Alcohol and Related Conditions. Obesity was used as a proxy for unhealthy diet. The outcomes were diabetes and hyperten...
Preventive medicine, 2021
In the United States, some racial/ethnic minorities suffer from higher rates of chronic alcohol p... more In the United States, some racial/ethnic minorities suffer from higher rates of chronic alcohol problems, and alcohol-related morbidity and mortality than Whites. Furthermore, state-level alcohol policies may affect racial/ethnic subgroups differentially. We investigate effects of beverage-specific taxes and government control of spirits retail on alcohol-related mortality among non-Hispanic Whites, non-Hispanic Blacks, non-Hispanic American Indians/Alaska Natives (AI/AN) and Hispanics using death certificate and state-level alcohol policy data for 1999-2016. Outcomes were analyzed as mortality rates (per 10,000) from 100% alcohol-attributable chronic conditions ("100% chronic AAD"). Statistical models regressed racial/ethnic-specific logged mortality rates on state-level, one-year lagged and logged beer tax, one-year lagged and logged spirits tax, and one-year lagged government-controlled spirits sales, adjusted for mortality trends, fixed effects for state, and clusterin...
American Journal of Health Promotion, 2022
Purpose Smoke- and tobacco-free policy (SFP) is an effective strategy that can reduce tobacco-rel... more Purpose Smoke- and tobacco-free policy (SFP) is an effective strategy that can reduce tobacco-related health disparities among young adults. Design Longitudinal design using administrative, survey, policy data sources, and geocoded tobacco outlet and American Community Survey data Setting California community colleges (CC) and cities/communities where colleges are located, 2003-2019. Sample 114 California CCs Data School-level (i.e., student population and demographics) and community-level data (socio-demographics, local tobacco control policy, tobacco-related norms and availability, and health resources) from 2003 to 2019. Measures Key outcome is the year CC adopted a 100% SFP. Analysis Bivariate and multivariate Cox survival models were used to analyze timing of SFP adoption. Results By 2019, 61 out of 114 (53.5%) CCs were 100% SFP. While community smoking prevalence and tobacco availability were not significant, CCs in rural areas were less likely to be smoke-free. CCs located in...
Alcoholism: Clinical and Experimental Research, 2021
The Journal of Rural Health, 2021
PURPOSE Fatal suicides involving opioids are increasingly common, particularly in rural areas. As... more PURPOSE Fatal suicides involving opioids are increasingly common, particularly in rural areas. As co-use of opioids with other substances contributes significantly to mortality risk, we examined whether positive screens for opioids with other substances is more prevalent among rural versus urban suicide deaths, as this could have implications for public health strategies to reduce overdose suicides. METHODS Data from all states reporting opioid-related overdose suicides in the National Violent Death Reporting System from 2012 to 2015 were used. Relative risk ratios were obtained using multinomial logistic regression, comparing opioid-only to (1) opioid and alcohol, (2) opioid and benzodiazepines, and (3) opioid, alcohol, and benzodiazepines suicides across rurality. Models were fit using robust standard errors and fixed effects for year of death, adjusting for individual, county, and state-level covariates. FINDINGS There were 3,781 opioid-overdose suicide decedents (42% female) tested for all 3 substances during the study period. Unadjusted prevalence of positive screens in decedents varied across rurality (P = .022). Urban decedents were more likely to test positive for opioids alone, while rural decedents were more to likely test positive for opioids and benzodiazepines. CONCLUSIONS Rural suicides are associated with increased opioid and benzodiazepine positive screens. These findings suggest the need for rural-focused interventions to support appropriate co-prescribing, better health education for providers about risks associated with drug mixing, and more linkages with mental health services.
Drug and Alcohol Dependence, 2021
BACKGROUND Excessive drinking and opioid misuse exact a high toll on U.S. lives and differentiall... more BACKGROUND Excessive drinking and opioid misuse exact a high toll on U.S. lives and differentially affect U.S. racial/ethnic groups in exposure and resultant harms. Increasing access to specialty treatment is an important policy strategy to mitigate this, particularly for lower-income and racial/ethnic minority persons who face distinctive barriers to care. We examined whether the U.S. Affordable Care Act's Medicaid expansion improved treatment utilization in the overall population and for Black, Latino, and White Americans separately. METHODS We analyzed total and Medicaid-insured alcohol and opioid treatment admissions per 10,000 adult, state residents using 2010-2016 data from SAMHSA's Treatment Episode Data Set (N = 20 states), with difference-in-difference models accounting for state fixed effects and time-varying state demographic characteristics, treatment need, and treatment supply. RESULTS Total treatment admission rates in the overall population declined for alcohol and remained roughly flat for opioids in both expansion and non-expansion states from 2010 through 2016. By contrast, estimated Medicaid-insured alcohol and opioid treatment rates rose in expansion states and decreased in non-expansion states following Medicaid expansion in 2014. The latter results were found for alcohol treatment in the total population and in each racial/ethnic group, as well as for Black and White Americans for opioid treatment. CONCLUSIONS Medicaid expansion was associated with greater specialty treatment entry at a time when alcohol and opioid treatment rates were declining or flat. Findings underscore benefits of expanding Medicaid eligibility to increase treatment utilization for diverse racial/ethnic groups, but also suggest an emerging treatment disparity between lower-income Americans in expansion and non-expansion states.
Addictive Behaviors, 2022
Background Studies show drinking to cope and mental health problems have increased during the COV... more Background Studies show drinking to cope and mental health problems have increased during the COVID-19 pandemic, however, their samples have been limited by convenience sampling or lack of a pre-pandemic measure. We examined the early impact of the COVID-19 pandemic on mental health, drinking to cope and their association using a probability-based sample of the US adult population. Methods Data was drawn from the probability samples of the 2019-2020 National Alcohol Survey (N=7,233) to examine changes in drinking to cope and symptoms of depression and anxiety. Analyses compared participants who responded to the survey just prior to the widespread onset of the pandemic to those who responded after March 2020, in the total sample and by sex. Results Respondents in the early- vs. pre-COVID-19 period had a 1.48 higher odds (p=0.03) of higher agreement with drinking to forget one’s worries and problems, with a significant association observed among women only. Respondents with symptoms of depression and anxiety had a 2.94 and 1.56 higher odds, respectively, of higher agreement with drinking to forget one’s worries. We observed significant associations between early- vs. pre-COVID-19 period, depression and anxiety symptoms, and drinking to forget one’s worries among women only; however, moderation by sex in the total sample was not statistically significant. Conclusions We observed higher prevalence of depression and anxiety symptoms and greater drinking to forget worries in the early months of COVID restrictions relative to the period just prior, with some effects more prominent among women. These observations call for sustained monitoring of and support for the mental health of the general population, and of women in particular during the course of the pandemic.
Injury Prevention, 2020
IntroductionAlcohol and drug use are significant problems in the US, and American Indian/Alaska N... more IntroductionAlcohol and drug use are significant problems in the US, and American Indian/Alaska Native (AI/AN) communities and individuals are known to be among the most affected. This study evaluates disparities in unintentional injury mortality causes since 1999.MethodsAnalyses in 2020 of unintentional injury mortality rate disparities between AI/ANs and white population over the 1999–2016 period with attention to motor vehicle crashes, alcohol poisoning, drug poisoning and all other cause types. Rates in each of the 10 states with the largest AI/AN populations were also investigated to account for geographical concentration.ResultsMotor vehicle mortality rates declined for both AI/AN and white groups, but a large racial disparity was maintained. Conversely, poisoning mortality rates rose substantially in both groups, with a jump in rates in 2007 due to a coding change, resulting in a large disparity that was maintained through 2016. Comparison of alcohol and drug poisonings showe...
Prevention Science, 2019
Background: We use a "chain of risks" model to identify risk factors for prolonged heavy drinking... more Background: We use a "chain of risks" model to identify risk factors for prolonged heavy drinking in a nationally-representative US sample followed from adolescence to middle age, focusing on educational mediators and differential consequences of early exposure to family poverty and area-level disadvantage. Methods: Using data from the 1979 National Longitudinal Survey of Youth (civilian respondents ages 14-19 at baseline, N=5,781), longitudinal path models assessed racial/ethnic and gender differences in indirect effects of early disadvantage (duration of exposure to family poverty and area-level disadvantage during adolescence) on midlife heavy drinking. Educational mediators were high school academic performance (taking remedial coursework), high school completion, and attaining a college education. Subgroups were based on race/ethnicity (50.7% White, 30.5% Black, 18.8% Hispanic respondents) and gender (49.6% males). Results: There was a significant indirect path from family poverty during adolescence to poor high school academic performance, lower educational attainment and more heavy drinking in midlife. For Black respondents, there was an additional direct effect of early area-level disadvantage on greater midlife heavy drinking that was not seen for other groups. The effect of family poverty on reduced high school graduation was stronger for males than females. Conclusion: Enduring impacts of family poverty duration during adolescence on educational attainment have consequences for health risk behaviors in midlife. Due to differential exposure to early adversity, intersectoral interventions are needed to reduce disparities in alcohol outcomes and to promote health equity among high-risk populations.
Preventive medicine reports, Sep 1, 2022
JAMA Health Forum
IMPORTANCE The US has experienced increasing socioeconomic inequalities and stagnating life expec... more IMPORTANCE The US has experienced increasing socioeconomic inequalities and stagnating life expectancy. Past studies have not disentangled 2 mechanisms thought to underlie socioeconomic inequalities in health, differential exposure and differential vulnerability, that have different policy implications. OBJECTIVE To evaluate the extent to which the association between socioeconomic status (SES) and all-cause mortality can be decomposed into a direct effect of SES, indirect effects through lifestyle factors (differential exposure), and joint effects of SES with lifestyle factors (differential vulnerability).
Journal of Studies on Alcohol and Drugs, 2013
Aims: To investigate the influence of ethnic drinking cultures on alcohol use by Asian Americans ... more Aims: To investigate the influence of ethnic drinking cultures on alcohol use by Asian Americans and how this influ- ence may be moderated by their level of integration into Asian ethnic cultures. Methods: A nationally representative sample of 952 Asian American adults extracted from the Wave 2 National Epidemiologic Survey of Alcohol and Related Conditions data was used. Multiple logistic and linear regression models were fitted, some of which were stratified by nativity. Results: Controlling for finan- cial stress, discrimination and demographic variables, a hypothesized, positive relationship between ethnic drinking cultures and alcohol outcomes held for most drinking outcomes. A hypothesis on the moderating effect of integration into ethnic cultures indi- cated by ethnic language use was supported for US-born Asian Americans. Conclusion: Ethnic drinking cultures may significantly influence alcohol use by Asian Americans. The influence of ethnic drinking cultures may be condition...
Drug and Alcohol Dependence, 2021
Background The potential impact of the COVID-19 pandemic on recovery from alcohol use disorder (A... more Background The potential impact of the COVID-19 pandemic on recovery from alcohol use disorder (AUD) has received scant attention to date. In response, we investigated the stability of recovery and identified correlates of relapse, with particular interest in differences between women and men. Methods Data were obtained in a national survey of adults with resolved alcohol use disorder who were not drinking heavily (n=1,492). We calculated summary statistics and modeled odds of mild relapse (i.e., resolved at the time of data collection), overall and stratified by gender. Results Equivalent large majorities of women and men reported that the COVID-19 pandemic had not affected their recovery at all (88.9% and 88.8%, respectively). Mild relapse events were infrequent, with only 45 participants (3.1%) reporting a resumption of drinking after being abstinent and 35 participants (2.7%) reporting an increase from previously moderated drinking, with no differences in prevalence between men and women. Recovery capital showed consistent and comparable protective effects for both women and men (adjusted odds ratio [aOR] 0.90; 95% confidence interval [95% CI] 0.84, 0.97; and aOR 0.93; 95% CI 0.88, 0.98, respectively). We did not find any effect of pandemic-related stressors; however, there were a number of distinct correlates of mild relapse for women and men. Conclusions Recovery capital showed a consistently protective effect and may serve as a highly suitable intervention target as it is modifiable. Given gender differences, assessments of other key factors and tailored interventions targeting women and men may be necessary to ensure stable recovery.
Alcohol and Alcoholism, 2020
Aim Kingdon [(2014) Agendas, Alternatives, and Public Policies. Essex. United Kingdom: Pearson Ed... more Aim Kingdon [(2014) Agendas, Alternatives, and Public Policies. Essex. United Kingdom: Pearson Education Limited] argues that windows of opportunity to pass policies emerge when problems, solutions and policy support co-occur. This study aims to identify a set of alcohol policies with the potential to reduce alcohol-related disparities given high levels of support from marginalized groups, such as racial/ethnic minorities and lower-income groups. Methods This study used data from five US National Alcohol Surveys, which were based on household probability samples of adults in 1995 (n = 4243), 2000 (n = 5736), 2005 (n = 1445), 2010 (n = 4164) and 2015 (n = 4041). We used multiple logistic regression to determine the odds of policy support by racial/ethnic group and income level, considering price, place and marketing policies as well as individual-level interventions. Results Overall a majority of Americans supported banning alcohol sales in corner stores (59.4%), banning alcohol adve...
Substance Use & Misuse, 2020
Background: Prior research shows inconsistent associations between socioeconomic status (SES) and... more Background: Prior research shows inconsistent associations between socioeconomic status (SES) and alcohol outcomes, particularly for immigrant populations. Conventional markers of SES may not fully capture how social position affects health in these groups. Objective: We examine: (1) the associations of two alternative indicators, subjective social status (SSS) and financial hardship, with problem drinking outcomes, heavy episodic drinking (HED) and alcohol use disorder (AUD), for Asian Americans and Latinos; and (2) moderation of these relationships by educational level and nativity status. Methods: Multiple logistic regression modelling was performed using nationally-representative Asian American (n=2,095) and Latino samples (n=2,554) from the National Latino and Asian American Study. Age, gender, nativity, individual-level SES (income and education), unfair treatment, racial discrimination, and social support were adjusted. Results: Financial hardship was independently associated with AUD in both Asians and Latinos. Lower SSS was associated with increased AUD risk among individuals with college degrees or with US nativity in both populations. The association between financial hardship and HED was positive for US-born Latinos and foreign-born Asians, and negative for foreign-born Latinos. Conclusions: SSS and financial hardship are indicators of SES that may have particular relevance for immigrant health, independently of education and income, with SSS particularly meaningful for AUD in the more conventionally advantaged subgroups. There may be underlying processes affecting Asian and other Latino subgroups with similar socioeconomic and nativity profiles and exposing them to common risk/protective factors of AUD.
Addiction
Aims: To estimate the probability of transitioning between different categories of alcohol use (d... more Aims: To estimate the probability of transitioning between different categories of alcohol use (drinking states) among a nationally representative cohort of United States (US) adults and to identify the effects of socio-demographic characteristics on those transitions. Design, setting and participants: Secondary analysis of data from the National Epidemiologic Survey of Alcohol and Related Conditions (NESARC), a prospective cohort study conducted in 2001-02 and 2004-05; a US nationwide , population-based study. Participants included 34 165 adults (mean age = 45.1 years, standard deviation = 17.3; 52% women). Measurements: Alcohol use was self-reported and categorized based on the grams consumed per day: (1) non-drinker (no drinks in past 12 months), (2) category I (women = ≤ 20; men = ≤ 40), (3) category II (women = 21-40; men = 41-60) and (4) category III (women = ≥ 41; men = ≥ 61). Multi-state Markov models estimated the probability of transitioning between drinking states, conditioned on age, sex, race/ ethnicity and educational attainment. Analyses were repeated with alcohol use categorized based on the frequency of heavy episodic drinking. Findings: The highest transition probabilities were observed for staying in the same state; after 1 year, the probability of remaining in the same state was 90.1% [95% confidence interval (CI) = 89.7%, 90.5%] for non-drinkers, 90.2% (95% CI = 89.9%, 90.5%) for category I, 31.8% (95% CI = 29.7, 33.9%) category II and 52.2% (95% CI = 46.0, 58.5%) for category III. Women, older adults, and non-Hispanic Other adults were less likely to transition between drinking states, including transitions to lower use. Adults with lower educational attainment were more likely to transition between drinking states; however, they were also less likely to transition out of the 'weekly HED' category. Black adults were more likely to transition into or stay in higher use categories, whereas Hispanic/ Latinx adults were largely similar to White adults.
Journal of Substance Abuse Treatment, 2019
Background: The U.S. Mental Health Parity and Addiction Equity Act (MHPAEA) was a landmark federa... more Background: The U.S. Mental Health Parity and Addiction Equity Act (MHPAEA) was a landmark federal policy aimed at increasing access to substance use treatment, yet studies have found relatively weak impacts on treatment utilization. The present study considers whether there may be moderating effects of pre-existing state parity laws and differential changes in treatment rates across racial/ethnic groups. Methods: We analyzed data from SAMSHA'S Treatment Episode Data Set (TEDS) from 1999-2013, assessing changes in alcohol treatment admission rates across states with heterogeneous, pre-existing parity laws. NIAAA's Alcohol Policy Information System data were used to code states into five groups based on the presence and strength of states' pre-MHPAEA mandates for insurance coverage of alcohol treatment and parity (weak; coverage no parity; partial parity if coverage offered; coverage and partial parity; strong). Regression models included state fixed effects and a cubic time trend adjusting for state-and year-level covariates, and assessed MHPAEA main effects and interactions with state parity laws in the overall sample and racial/ ethnic subgroups. Results: While we found no significant main effects of federal parity on alcohol treatment rates, there was a significantly greater increase in treatment rates in states requiring health plans to cover alcohol treatment and having some pre-existing parity. This was seen overall and in all three racial/ ethnic groups (increasing by 25% in whites, 26% in blacks, and 42% in Hispanics above the expected treatment rate for these groups). Post-MHPAEA, the alcohol treatment admissions rate in these states rose to the level of states with the strongest pre-existing parity laws. Conclusion: The MHPAEA was associated with increased alcohol treatment rates for diverse racial/ethnic groups in states with both alcohol treatment coverage mandates and some prior parity *
BMC Public Health
Background The clustering of Big Four contributors to morbidity and mortality—alcohol misuse, smo... more Background The clustering of Big Four contributors to morbidity and mortality—alcohol misuse, smoking, poor diet, and physical inactivity—may further elevate chronic health risk, but there is limited information about their specific combinations and associated health risks for racial/ethnic minority groups. We aimed to examine patterns of clustering in risk behaviors for White, Black, Hispanic, and Asian American adults and their associations with diabetes and hypertension. As these behaviors may be socioeconomically-patterned, we also examined associations between clustering and socioeconomic status (SES). Methods Latent class analyses and multinomial and logistic regressions were conducted using a nationally-representative sample of United States (US) adults ages 40–70 (N = 35,322) from Waves 2 (2004–2005) and 3 (2012–2013) of the National Epidemiologic Survey on Alcohol and Related Conditions. Obesity was used as a proxy for unhealthy diet. The outcomes were diabetes and hyperten...
Preventive medicine, 2021
In the United States, some racial/ethnic minorities suffer from higher rates of chronic alcohol p... more In the United States, some racial/ethnic minorities suffer from higher rates of chronic alcohol problems, and alcohol-related morbidity and mortality than Whites. Furthermore, state-level alcohol policies may affect racial/ethnic subgroups differentially. We investigate effects of beverage-specific taxes and government control of spirits retail on alcohol-related mortality among non-Hispanic Whites, non-Hispanic Blacks, non-Hispanic American Indians/Alaska Natives (AI/AN) and Hispanics using death certificate and state-level alcohol policy data for 1999-2016. Outcomes were analyzed as mortality rates (per 10,000) from 100% alcohol-attributable chronic conditions ("100% chronic AAD"). Statistical models regressed racial/ethnic-specific logged mortality rates on state-level, one-year lagged and logged beer tax, one-year lagged and logged spirits tax, and one-year lagged government-controlled spirits sales, adjusted for mortality trends, fixed effects for state, and clusterin...
American Journal of Health Promotion, 2022
Purpose Smoke- and tobacco-free policy (SFP) is an effective strategy that can reduce tobacco-rel... more Purpose Smoke- and tobacco-free policy (SFP) is an effective strategy that can reduce tobacco-related health disparities among young adults. Design Longitudinal design using administrative, survey, policy data sources, and geocoded tobacco outlet and American Community Survey data Setting California community colleges (CC) and cities/communities where colleges are located, 2003-2019. Sample 114 California CCs Data School-level (i.e., student population and demographics) and community-level data (socio-demographics, local tobacco control policy, tobacco-related norms and availability, and health resources) from 2003 to 2019. Measures Key outcome is the year CC adopted a 100% SFP. Analysis Bivariate and multivariate Cox survival models were used to analyze timing of SFP adoption. Results By 2019, 61 out of 114 (53.5%) CCs were 100% SFP. While community smoking prevalence and tobacco availability were not significant, CCs in rural areas were less likely to be smoke-free. CCs located in...
Alcoholism: Clinical and Experimental Research, 2021
The Journal of Rural Health, 2021
PURPOSE Fatal suicides involving opioids are increasingly common, particularly in rural areas. As... more PURPOSE Fatal suicides involving opioids are increasingly common, particularly in rural areas. As co-use of opioids with other substances contributes significantly to mortality risk, we examined whether positive screens for opioids with other substances is more prevalent among rural versus urban suicide deaths, as this could have implications for public health strategies to reduce overdose suicides. METHODS Data from all states reporting opioid-related overdose suicides in the National Violent Death Reporting System from 2012 to 2015 were used. Relative risk ratios were obtained using multinomial logistic regression, comparing opioid-only to (1) opioid and alcohol, (2) opioid and benzodiazepines, and (3) opioid, alcohol, and benzodiazepines suicides across rurality. Models were fit using robust standard errors and fixed effects for year of death, adjusting for individual, county, and state-level covariates. FINDINGS There were 3,781 opioid-overdose suicide decedents (42% female) tested for all 3 substances during the study period. Unadjusted prevalence of positive screens in decedents varied across rurality (P = .022). Urban decedents were more likely to test positive for opioids alone, while rural decedents were more to likely test positive for opioids and benzodiazepines. CONCLUSIONS Rural suicides are associated with increased opioid and benzodiazepine positive screens. These findings suggest the need for rural-focused interventions to support appropriate co-prescribing, better health education for providers about risks associated with drug mixing, and more linkages with mental health services.
Drug and Alcohol Dependence, 2021
BACKGROUND Excessive drinking and opioid misuse exact a high toll on U.S. lives and differentiall... more BACKGROUND Excessive drinking and opioid misuse exact a high toll on U.S. lives and differentially affect U.S. racial/ethnic groups in exposure and resultant harms. Increasing access to specialty treatment is an important policy strategy to mitigate this, particularly for lower-income and racial/ethnic minority persons who face distinctive barriers to care. We examined whether the U.S. Affordable Care Act's Medicaid expansion improved treatment utilization in the overall population and for Black, Latino, and White Americans separately. METHODS We analyzed total and Medicaid-insured alcohol and opioid treatment admissions per 10,000 adult, state residents using 2010-2016 data from SAMHSA's Treatment Episode Data Set (N = 20 states), with difference-in-difference models accounting for state fixed effects and time-varying state demographic characteristics, treatment need, and treatment supply. RESULTS Total treatment admission rates in the overall population declined for alcohol and remained roughly flat for opioids in both expansion and non-expansion states from 2010 through 2016. By contrast, estimated Medicaid-insured alcohol and opioid treatment rates rose in expansion states and decreased in non-expansion states following Medicaid expansion in 2014. The latter results were found for alcohol treatment in the total population and in each racial/ethnic group, as well as for Black and White Americans for opioid treatment. CONCLUSIONS Medicaid expansion was associated with greater specialty treatment entry at a time when alcohol and opioid treatment rates were declining or flat. Findings underscore benefits of expanding Medicaid eligibility to increase treatment utilization for diverse racial/ethnic groups, but also suggest an emerging treatment disparity between lower-income Americans in expansion and non-expansion states.