Polysubstance use profiles among US adults using Kratom (Mitragyna speciosa): A latent class analysis using The National Survey on Drug Use and Health (NSDUH).

BACKGROUND AND OBJECTIVES: Kratom (Mitragyna speciosa) use is associated with polysubstance use (PSU) and use disorders. However, additional research on PSU heterogeneity in populations using this novel psychoactive substance is necessary. The authors investigated patterns of past 12-month PSU among US adults reporting past 12-month use of kratom and at least one additional substance. METHODS: Latent class models were fit using 2019 National Survey on Drug Use and Health (NSDUH) data which was collected from 412 US adults reporting past 12-month use of kratom and at least one of 11 additional substances. RESULTS: Three distinct profiles were identified: "marijuana/alcohol/tobacco" (63.3%), "marijuana/alcohol/tobacco + psychedelics" (19.3%), and "marijuana/alcohol/tobacco + psychedelics/heroin/prescriptions" (17.4%). CONCLUSIONS AND SCIENTIFIC SIGNIFICANCE: This is the first epidemiological study in which a latent class analysis was used to identify unique PSU profiles among US adults using kratom and other substances. Understanding the profiles of people using kratom in relation to the use of other drugs might help guide screening interventions, treatment needs, and policy.

Screening the "Invisible Population" of Older Adult Patients for Prescription Pain Reliever Non-Medical Use and Use Disorders.

Background: In the United States, the number of older adults reporting non-medical use of prescription pain relievers (NMUPPR) between 2015 and 2019 has remained constant, while those meeting criteria for opioid use disorders (OUDs) between 2013 and 2018 increased three-fold. These rates are expected to increase due to increased life expectancy among this population coupled with higher rates of substance use. However, they have consistently lower screening rates for problematic prescription pain reliever use, compared to younger cohorts. Objectives: This commentary reviewed trends in older adult NMUPPR and OUDs and reviewed several available screening tools. We then considered reasons why providers may not be screening their patients, with a focus on older adults, for NMUPPR and OUDs. Finally, we provided recommendations to increase screenings in healthcare settings. Results: Low screening rates in older adult patients may be due to several contributing factors, such as providers' implicit biases and lack of training, time constraints, and comorbid conditions that mask NMUPPR and OUD-related symptoms. Recommendations include incorporating more addiction-related curricula in medical schools, encouraging participation in CME training focused on substance use, attending implicit bias training, and breaking down the silos between pharmacy and geriatric, addiction, and family medicine. Conclusions: There is a growing need for older adult drug screenings, and we have provided several recommendations for improvement. By increasing screenings among older populations, providers will assist in the identification and referral of patients to appropriate and timely substance use treatment and resources to ultimately ameliorate the health of older adult patients.

Study Navigation and Enrollment in a Community Sample: Does Generational Cohort Matter?

The socioecological model (SEM) was used as a conceptual framework to examine the effect of generational cohorts on study navigation and enrollment in health research. The study population was 7,370 community-dwelling Gen Xers and Baby Boomers in North Central Florida. Analyses found that Leading-edge Boomers (individuals born between 1946 and 1955) [vs Gen Xers (individuals born between 1965 and 1955)] and individuals with higher trust (vs lower trust) were 41% and 25% respectively more likely to be enrolled in health research compared to their counterparts, controlling for factors at the individual, relationship, and community levels of the SEM. We conclude the study with a summary of the findings and the recruitment implications for study enrollment.

Hepatitis D-associated hospitalizations in the United States: 2010-2018.

In the United States, hepatitis D is not a reportable condition, leading to gaps in epidemiological and clinical knowledge. We aim to estimate the incidence of hepatitis D-associated hospitalizations in the United States and describe the clinical, demographic and geographic characteristics of those hospitalizations. We utilized hospitalization data from the 2010-2018 National Inpatient Sample from the Healthcare Cost and Utilization Project. Hepatitis D and hepatitis B only (HBV only) hospitalizations were identified by International Classification of Diseases, Ninth Revision (ICD-9) and International Classification of Diseases, Tenth Revision (ICD-10) codes. We identified 3825 hepatitis D-associated hospitalizations. The hospitalization rate of hepatitis D was between 6.9 and 20.7 per 10,000,000 but did not change significantly over time. Compared to HBV only, the hepatitis D cohort had a greater proportion of males, Hispanics, hospitalizations in the Northeast region. The hepatitis D-associated hospitalizations also had significantly greater frequencies of liver failure, non-alcoholic cirrhosis, portal hypertension, ascites and thrombocytopenia. While mortality in hepatitis D was similar to that of HBV only, age >65 years (odds ratio [OR] = 3.79; p = .020) and having a diagnosis of alcoholic cirrhosis (OR = 3.37; p = .044) increased the odds of mortality within the hepatitis D cohort. Although the hepatitis D-associated hospitalizations were relatively uncommon, they were associated with severe complications.

A Novel Approach to Characterizing Readmission Patterns Following Hospitalization for Ambulatory Care-Sensitive Conditions.

BACKGROUND: Little is known about the frequency, patterns, and determinants of readmissions among patients initially hospitalized for an ambulatory care-sensitive condition (ACSC). The degree to which hospitalizations in close temporal proximity cluster has also not been studied. Readmission patterns involving clustering likely reflect different underlying determinants than the same number of readmissions more evenly spaced. OBJECTIVE: To characterize readmission rates, patterns, and predictors among patients initially hospitalized with an ACSC. DESIGN: Retrospective analysis of the 2010-2014 Nationwide Readmissions Database. PARTICIPANTS: Non-pregnant patients aged 18-64 years old during initial ACSC hospitalization and who were discharged alive (N = 5,007,820). MAIN MEASURES: Frequency and pattern of 30-day all-cause readmissions, grouped as 0, 1, 2+ non-clustered, and 2+ clustered readmissions. KEY RESULTS: Approximately 14% of patients had 1 readmission, 2.4% had 2+ non-clustered readmissions, and 3.3% patients had 2+ clustered readmissions during the 270-day follow-up. A higher Elixhauser Comorbidity Index was associated with increased risk for all readmission groups, namely with adjusted odds ratios (AORs) ranging from 1.12 to 3.34. Compared to patients aged 80 years and older, those in younger age groups had increased risk of 2+ non-clustered and 2+ clustered readmissions (AOR range 1.27-2.49). Patients with chronic versus acute ACSCs had an increased odds ratio of all readmission groups compared to those with 0 readmissions (AOR range 1.37-2.69). CONCLUSIONS: Among patients with 2+ 30-day readmissions, factors were differentially distributed between clustered and non-clustered readmissions. Identifying factors that could predict future readmission patterns can inform primary care in the prevention of readmissions following ACSC-related hospitalizations.

Reasons for Prescription Opioid Use While Playing in the National Football League as Risk Factors for Current Use and Misuse Among Former Players.

OBJECTIVE: Prescription opioid misuse has become a significant public health issue. Previous research has examined predictors of prescription opioid use and misuse among former National Football League (NFL) players. The present study aimed to describe how reasons for prescription opioid use while in the NFL corresponds to use and misuse in retirement. DESIGN: Former NFL players reporting prescription opioid use during their playing careers (N = 336) were included in this secondary data analysis. Participants reported reasons for prescription opioid use, including pain management, use "to function," to improve mood, to reduce stress, and to aid sleep. RESULTS: Among retired NFL players with exposure to prescribed pain medication during their playing career, 26.2% reported recent use of prescription opioids (past 30 days) and 73.8% reported no use. Specifically, 14.3% of retired players reported opioid use only as prescribed, whereas 11.9% reported misuse (not prescribed or use other than as prescribed). Using prescription opioids to function while in the NFL was associated with any opioid use in the past 30 days [odds ratios (OR) = 1.30, 95% CI: 1.12-1.50, P < 0.001]. Further, opioid use in the NFL to reduce stress and anxiety was associated with increased odds of past 30-day misuse of prescription opioids (OR = 1.45, 95% CI: 1.01-2.11; P = 0.048). CONCLUSIONS: The present study adds to the literature on elite athletes at high risk for pain and prescription opioid use and misuse. The findings may help to identify and provide early intervention for professional athletes most at risk for misuse of prescription opioids.

Sex differences in peer and parental risk factors for non-medical use of prescription opioids in youth.

Background: Prescription opioid non-medical use (NMU) and its associated consequences have been of concern in the US in recent years.Objective: We examined peer influence and parental guidance, in addition to peer and parental sources of alcohol, on patterns of prescription opioid use, including NMU, among males and females separately. We hypothesized that peer influence and parental guidance would have a differential influence for males and females.Methods: The National Monitoring of Adolescent Prescription Stimulants Study (N-MAPSS) recruited youth 10-18 years from 10 US cities between 2008 and 2011 (n = 11,048). The cross-sectional survey included questions on past 30-day prescription opioid use (10,965 provided responses), with NMU defined as non-oral use and/or use of someone else's opioids. Multinomial logistic regression was conducted, examining medical use only and NMU in the past 30 days.Results: Among the 10,965 youth, 3.1% (n = 345) reported past 30-day NMU. Obtaining alcohol from parents was associated with increased odds of past 30-day NMU among males (OR = 2.49, 95%CI: 1.54,4.03) only. For each additional close friend who used other substances, odds of past 30-day NMU increased among males (OR = 1.23, 95%CI: 1.11,1.37) and females (OR = 1.15, 95%CI: 1.04,1.27). Increased number of close friends was associated with decreased odds of past 30-day NMU among males (OR = 0.87, 95%CI: 0.78,0.97) and females (OR = 0.86, 95%CI: 0.77,0.96).Conclusions: Peer and parental risk factors for prescription opioid NMU were identified among youth, although not all differed by sex. An increased number of close friends was a protective factor against prescription opioid NMU for both males and females.

Age of First Use of Prescription Opioids and Prescription Opioid Non-Medical Use among Older Adolescents.

BACKGROUND: Non-medical use (NMU) of prescription opioids is of concern due to the opioid epidemic in the United States. Objective: We examined sex differences in the effect of age of first use of prescription opioids on prescription opioid NMU among 17- and 18-year olds. Methods: The National Monitoring of Adolescent Prescription Stimulants Study (N-MAPSS) recruited youth 10-18 years from 10 United States cities between 2008 and 2011 (n = 11,048). The cross-sectional survey included questions on past 30 day prescription opioid use (10,965 provided responses; 278 age 17 to 18 years who used opioids in past 30 days), with NMU defined as non-oral use and/or use of someone else's opioids. Nonparametric survival analysis with lifetable estimates was used to examine age at first use. Binomial logistic regression was conducted predicting any NMU, adjusted for covariates. Results: Among 278 youth 17 to 18 years, a significant difference in age of first use between those with MU only and any NMU (p < .0001) was observed. Each one year increase in age resulted in a 33% decrease in the odds of any prescription opioid NMU compared to MU only, after controlling for covariates (Odds Ratio = 0.67, 95% Confidence Interval: 0.47,0.96). Sex differences in age at first use were not observed. Conclusions: Risk of past 30 day prescription opioid NMU decreased by a third for each one year increase in age of first use, after adjustment for other covariates. Use of prescription opioids in young adolescents may need to be limited where possible and researched further.

Exposure to Medicines in the Family Medicine Cabinet: Is It a Harbinger of Later Opioid Dependence?

Background: Despite research on prescription opioids and dependence being a national priority, little is known about the association between several potential adolescent risk factors and later opioid dependence among those who use opioids non-medically. Objectives: To investigate the association between lifetime opioid dependence and adolescent self-perceived health, health beliefs (thinking there was a pill for everything), health behaviors (onset of alcohol use before 15, onset of prescription opioid use before 15) and parental health practices (having opioids in the family medicine cabinet at age 14, parental suggestions to take pills when sick). Methods: A sample of 343 community members who non-medically used prescription opioids in the past 12 months were recruited for the Prescription Drug Misuse, Abuse, and Dependence Study and retrospectively assessed for adolescent risk factors of lifetime opioid dependence (DSM-IV). Results: Logistic regression revealed the strongest predictor of lifetime opioid dependence was having a prescription opioid in the family medicine cabinet at age 14. Those who grew up believing there was a pill for everything and those who initiated alcohol use before 15 were 1.83 and 1.78 times as likely, respectively, to meet dependence criteria than their counterparts. Demographics and other adolescent predictors were not associated with opioid dependence. Conclusions: Findings suggest several adolescent exposures can be targeted to reduce opioid dependence. Through their behavior, parents can reduce their teens' risk for opioid dependence.

Correlates related to follow-up in a community engagement program in North Central Florida.

AIMS: This analysis identifies the correlates of 60- and 120-day telephone-based study follow-ups among community-dwelling adults in North Central Florida. METHODS: Six thousand three hundred and forty participants were recruited by Community Health Workers from the University of Florida's community engagement program with a face-to-face baseline and two phone follow-ups assessing indicators of health. RESULTS: Physical disability versus none (adjusted odds ratio [aOR], 1.5; 95% confidence interval [CI], 1.2─1.9), high trust in research versus none (aOR, 1.5; 95% CI, 1.1─2.1), history of research participation versus none (aOR, 1.6; 95% CI, 1.3─2.0), having health insurance versus none (aOR, 1.4; 95% CI, 1.1─1.7), interest in research participation versus none (aOR, 1.8; 95% CI, 1.3─2.7), and no drug use versus drug use (aOR, 0.5; 95% CI, 0.3─0.9) significantly predicted completion of follow-up. CONCLUSIONS: Health and social factors such as disability, insurance, history of and interest in research, trust and no drug use significantly predicted completing two follow-ups. These findings can facilitate efforts to minimize attrition in the research enterprise.

Discriminative Ability of Montreal Cognitive Assessment Subtests and Items in Racial and Ethnic Minority Groups.

INTRODUCTION: The Montreal Cognitive Assessment (MoCA) is a popular screening tool for Mild Cognitive Impairment (MCI). The psychometric properties of the MoCA have not been widely examined in minority groups. We aimed to analyze the discriminate ability of subtests and items by race and ethnicity given gold-standard clinical diagnosis of cognitive status. METHODS: We analyzed data from the National Alzheimer Coordinating Center Uniform Data Set March 2018 data freeze. Stepwise regression was used to determine which subtests predicted cognitive status (normal cognition, MCI, or dementia), by race/ethnicity. Item discrimination and difficulty was calculated by race/ethnicity and cognitive status. RESULTS: In our sample (n=3895), with an average age of 69.7, 80.7% were non-Hispanic white, 15.0% were non-Hispanic black, and 4.2% were Hispanic. Among non-Hispanic whites all subtests, education, and age predicted clinician diagnosis, while visuospatial/executive, attention, language, delayed recall, and orientation subtests were predictive among non-Hispanic blacks and visuospatial/executive, delayed recall, and orientation subtests and education were predictive among Hispanics. Item discrimination and difficulty varied by race/ethnicity and cognitive status. CONCLUSIONS: By understanding the psychometric properties of MoCA subtests, we can focus on subtests that have higher discrimination and more diagnostic utility. Subtests should be further evaluated for use in screening of minority individuals.

Willingness of individuals with eating disorders to participate in health research.

BACKGROUND/AIMS: This study examines the association between eating disorders (EDs) and willingness to participate in health research studies among community members. MATERIALS & METHOD: Data were collected from Health Street, a University of Florida community engagement initiative which aims to reduce disparities in healthcare and health research by direct engagement of community members. RESULTS: Among 8,226 community members, 3.9% (n = 324) reported a lifetime ED. For all six types of health research studies queried, individuals with a lifetime ED reported a higher willingness to participate in health research compared to individuals without a history. After adjusting for selected covariates, individuals with ED were significantly more likely than individuals without ED to say they would be willing to volunteer for research studies that: ask questions about health (OR: 7.601, 95% CI: [1.874, 30.839]); require an overnight stay in a hospital (OR: 2.041, 95% CI: [1.442, 2.889]); and provide no remuneration (OR: 1.415, 95% CI: [1.022, 1.958]). Furthermore, when compared to individuals with anxiety or depression, individuals with ED reported increased interest in research participation and increased willingness to participate in most types of research studies assessed. After stratifying by gender and race, we observed few differences in willingness to participate in research among individuals with ED. DISCUSSION: These findings contribute to our current understanding of participant recruitment and enrollment in ED health research. Underrepresented populations who often do not seek treatment for EDs endorsed a high willingness to participate. CONCLUSION: Future studies will likely benefit from including community members in ED research.

Prevalence of Concurrent Prescription Opioid and Hazardous Alcohol Use Among Older Women: Results from a Cross-Sectional Study of Community Members.

Concurrent use of prescription medications and alcohol is prevalent among older adults and impacts women more than men, however little is known about characteristics of older women who use both. The current analysis aims to evaluate those characteristics. Participants were recruited through HealthStreet, an outreach program. Community health workers (CHWs) assess health needs and concerns among community members. CHWs collect demographic, substance use, and other health data from participants. Female participants (≥ 50 years) interviewed November 2011-November 2017 were included and stratified into four groups: neither prescription opioid nor hazardous alcohol use (three or more drinks in a single day), hazardous alcohol use only, prescription opioid use only, and both prescription opioid and hazardous alcohol use. Chi square and ANOVA tests were used to compare these groups. Among the 2370 women (53% black; mean age 61 years), 70% reported neither prescription opioid nor hazardous alcohol use, 12% reported hazardous alcohol use only, 15% reported prescription opioid use only, and 3% reported use of both in the past 30 days. Concurrent prescription opioid and hazardous alcohol use were significantly associated with comorbid depression and anxiety (p < 0.0001); women who endorsed prescription opioid use only were significantly more likely to report a history of back pain, cancer, or diabetes compared to their counterparts (p < 0.0001). Nearly a third of women reported prescription opioid and/or hazardous alcohol use in the past 30 days. Because the risk and consequences of concomitant alcohol and opioid use increase with age, interventions tailored to women are needed.

Community perceptions related to brain donation: Evidence for intervention.

INTRODUCTION: Research progress on neurocognitive disorders requires donation of both healthy and diseased brains. Here, we describe attitudes toward brain donation among a large community sample in Florida. METHODS: HealthStreet, a community engagement program at the University of Florida, used community health workers to assess community attitudes toward research participation, including brain donation. RESULTS: Over 60% of people, primarily Caucasian and employed, indicated that they would be likely or somewhat likely to donate their brain for research. Those who would be willing to donate were also more likely to be willing to participate in other research studies and to have participated in research. DISCUSSION: Brain donation will add to the science of disorders of aging, including accurate diagnoses and validation of in vivo biomarkers. Increasing willingness to donate is a first step toward donation. Community populations are willing; community health workers can educate others about the need for this initiative in communities.

Motives for prescription stimulant use by patterns of non-medical use.

BACKGROUND: Understanding motivations behind non-medical use of prescription stimulants (NMUPS) is important to prevent such use. METHODS: Adult participants from St. Louis, MO, who endorsed NMUPS on 5 or more days in the past 12 months (n=60) were asked about their motivations for use. Associations between motives for use and patterns of non-medical use in the past 12 months were assessed using multivariable logistic regression, controlling for demographic factors and non-medical use of other prescription drugs. RESULTS: On average, 5.5 different motives for stimulant use were endorsed. Compared to those who only used someone else's stimulants, adults who only used stimulants other than prescribed were less likely to endorse use "to get high" (aOR=0.48, 95%CI 0.26-0.90) and more likely to endorse use "to function" (aOR=1.97, 95%CI 1.04-3.75); adults who were engaged in both patterns of NMUPS were more likely to endorse use "to function" (aOR=4.12, 95%CI 1.56-10.88) and "to modify the effects of other drugs" (aOR=2.29, 95%CI 1.13-4.61). CONCLUSION: Although using stimulants for performance enhancement is common, most people who used diverted stimulants reported using stimulants to get high. Prevention and harm reduction strategies should consider these differences.

The Association Between Religiosity and Substance Use Patterns Among Women Involved in the Criminal Justice System.

A growing body of research is exploring the association between religiosity and drug use. Thus, this analysis examines the association between religiosity and substance use patterns among females in the criminal justice system. Data derived from 318 women recruited from a Municipal Drug Court System in St. Louis, Missouri, were used to determine the association between religiosity and substance use patterns. Results indicate that religiosity decreased the odds of cocaine use, observed for both crack/cocaine (CC) use alone (adjusted odds ratio [AOR] = 0.41) and crack/cocaine + marijuana (CC + MJ) (AOR = 0.32). Interestingly, this association was not found for MJ use alone. Other variables that were significantly associated with CC + MJ use included being non-Black (CC + MJ: AOR = 0.46; MJ: AOR = 0.28), 4+ arrests (CC + MJ: AOR = 4.66; CC: AOR = 2.64), and <30 years of age (CC + MJ: AOR = 0.37; CC: AOR = 0.16; MJ: AOR = 2.84). Future drug prevention and interventions should consider the potential protective effects of religiosity on substance use.

Substance Use, Victimization, HIV/AIDS Risk, And Recidivism Among Females in A Therapeutic Justice Program.

This analysis examines the association between crack/cocaine use only and the SAVA syndemic ((any substance use, AND being exposed to violence, AND having HIV/AIDS risk behaviors) at baseline and any felony, misdemeanor, or municipal violations by an 8-month follow-up. Data comes from 317 women recruited from a Municipal Drug Court System in the Midwest. Among the sample, 45% of the women had at least one felony, misdemeanor, or a municipal violation at the 8-month follow-up (felony: 20%; misdemeanor or municipal violation 25%). Multinomial regression revealed that crack/cocaine use and SAVA at baseline were associated specifically with misdemeanors OR 2.21 (95% CI: 1.21, 4.04) and OR 3.60 (95% CI: 1.23, 10.56) respectively, no increases in odds of felonies were evident. Women with a higher number of lifetime arrests were also significantly more likely to have a greater number of offenses postbaseline, while black women were considerably less likely to be charged with misdemeanors. Recent crack/cocaine use with or without the mutually reinforcing issues of victimization, and HIV/AIDS risk behaviors significantly increased the odds of a misdemeanors/municipal violation. However, significant increases in odds of more severe offenses (felonies) were not evident. Interventions aimed to reduce offenses should offer additional support for crack/cocaine users.

Common Barriers to the Dissemination of Exposure Therapy for Youth with Anxiety Disorders.

This study investigated the prevalence of common barriers to the use of exposure therapy (ET) in the treatment of youth with anxiety disorders, specifically examining both logistical limitations and negative beliefs about ET. Results from 230 practicing clinicians who treat youth with anxiety disorders found that the top three barriers were session length (56%), lack of training (48%), and concern about parent reaction (47%). Endorsement of barriers to ET was associated with less ET utilization and less optimal implementation of ET. Results suggest that several barriers, especially logistical limitations, must be addressed in order to improve the dissemination of ET.

Prescription opioid use, illicit drug use, and sexually transmitted infections among participants from a community engagement program in North Central Florida.

INTRODUCTION: The purpose of this analysis was to determine the intersection between prescription opioid use, illicit drug use and STIs amongst Alachua County participants. METHODS: Cross-sectional data come from 2,194 Alachua County community members interviewed by Community Health Workers (CHWs) from HealthStreet, a community engagement program of the University of Florida. Demographic characteristics, health risk factors and health conditions were obtained. RESULTS: Among participants, 9.3% reported ever having an STI, 40% reported lifetime use of prescription opioids, and 53% reported ever using an illicit drug. Persons who reported using an illicit drug or an illicit drug plus prescription were 2.89 and 4.12 times as likely to report one or more STIs respectively, compared to those who never used these drugs. Prescription opioid use alone was not statistically related to STIs though female gender (AOR 3.75), lower education (AOR 1.45) and food insecurity (AOR 1.52) were. DISCUSSION: Those who report a history illicit drug use with or without prescription opioid use are at increased risk for STIs and could benefit from prevention programs. Those with factors that are proxies for other disparities (lower education, food insecurity) are especially important targets for intervention among women.

Sex differences in frequent ED use among those with multimorbid chronic diseases.

OBJECTIVES: The objectives were to examine the association between multimorbid chronic disease and frequency of past 6 months emergency department (ED) visits, by sex, in a community sample of adults from North Florida (N=7143). METHODS: Data came from HealthStreet, a community engagement program at the University of Florida which uses the Community Health Worker Model to assess community member health conditions and concerns, and willingness to participate in health research. Using logistic regression, we estimated associations between multimorbid chronic disease and frequent ED use using sex as an effect modifier. RESULTS: Multimorbid chronic disease was associated with frequent ED use overall, with a stronger association among men. Of the 7143 respondents, 14.4% were frequent ED users, 58.0% were female, and 61.5% were black non-Hispanic. Major findings included that women with 3+ chronic diseases were 2.49 (95% confidence interval, 1.7-3.6) times as likely as women without chronic diseases to report frequent ED use, compared with men with 3+ chronic diseases, who were 4.98 (95% confidence interval, 2.9-8.6) times as likely as men without chronic disease to report frequent ED use. CONCLUSIONS: Multimorbid chronic disease is very strongly associated with frequent ED use among all, but the association is especially strong among men. Future research is needed to further understand this association and its implication for health care.