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The CHANGE Study: Methods and Sample Description for a Cross-Sectional Study of Heroin Cessation in New York City
Ompad, Danielle C; Benjamin, Ebele O; Weiss, Linda; Palamar, Joseph J; Galea, Sandro; Wang, Jiayu; Vlahov, David
The CHANGE (Cessation of Heroin: A Neighborhood Grounded Exploration) Study aimed to understand factors associated with the initiation and maintenance of sustained heroin cessation from the perspective of users themselves and specifically set out to document the correlates of natural recovery. The CHANGE Study was a case-control study conducted in New York City from 2009 to 2011. Cases were former heroin users, abstinent for 1-5 years in the past 5 years. Controls used heroin at least weekly during the past 5 years and were (1) continuous heroin users without a quit attempt of >/=2 weeks' duration or (2) relapsed heroin users who were currently using and had a quit attempt of >/=2 weeks' duration during the past 5 years. Recruitment and data collection methods are described along with limitations and a brief description of the study sample. In contrast to many studies of drug use and cessation, the CHANGE Study was designed to model success (i.e., initiation and maintenance of heroin cessation) and not failure.
PMCID:4608942
PMID: 26215650
ISSN: 1468-2869
CID: 1809632
"Bath salt" use among a nationally representative sample of high school seniors in the United States
Palamar, Joseph J
BACKGROUND AND OBJECTIVES: "Bath salts" are new drugs which have received extensive media attention. However, national studies in the US have not investigated prevalence or correlates of use. METHODS: Data were examined from Monitoring the Future, a representative sample of US high school seniors (2012-2013, N = 8,604). RESULTS: Only 1.1% of high school seniors used "bath salts" in the last year and the strongest correlate of use was use of other drugs. DISCUSSION AND CONCLUSIONS: "Bath salt" use is not very prevalent, but users of other drugs are at highest risk for use. SCIENTIFIC SIGNIFICANCE: We must continue to monitor new drugs in order to inform prevention and quickly detect potential epidemics. (Am J Addict 2015;XX:XX -XX).
PMCID:4551601
PMID: 26179776
ISSN: 1521-0391
CID: 1668932
Illicit drug use among rave attendees in a nationally representative sample of US high school seniors
Palamar, Joseph J; Griffin-Tomas, Marybec; Ompad, Danielle C
BACKGROUND: The popularity of electronic dance music and rave parties such as dance festivals has increased in recent years. Targeted samples of party-goers suggest high rates of drug use among attendees, but few nationally representative studies have examined these associations. METHODS: We examined sociodemographic correlates of rave attendance and relationships between rave attendance and recent (12-month) use of various drugs in a representative sample of US high school seniors (modal age: 18) from the Monitoring the Future study (2011-2013; Weighted N=7373). RESULTS: One out of five students (19.8%) reported ever attending a rave, and 7.7% reported attending at least monthly. Females and highly religious students were less likely to attend raves, and Hispanics, students residing in cities, students with higher income and those who go out for fun multiple times per week were more likely to attend. Rave attendees were more likely than non-attendees to report use of an illicit drug other than marijuana (35.5% vs. 15.6%, p<0.0001). Attendees were more likely to report use of each of the 18 drugs assessed, and attendees were more likely to report more frequent use (>/=6 times) of each drug (ps<0.0001). Controlling for sociodemographic covariates, frequent attendance (monthly or more often) was associated with higher odds of use of each drug (ps<0.0001). Frequent attendees were at highest risk for use of "club drugs." DISCUSSION: Findings from this study can help inform prevention and harm reduction among rave attendees at greatest risk for drug use.
PMCID:4458153
PMID: 26005041
ISSN: 1879-0046
CID: 1595072
A brief patient self-administered substance use screening tool for primary care: two-site validation study of the Substance Use Brief Screen (SUBS)
McNeely, Jennifer; Strauss, Shiela M; Saitz, Richard; Cleland, Charles M; Palamar, Joseph J; Rotrosen, John; Gourevitch, Marc N
BACKGROUND: Substance use screening is widely encouraged in healthcare settings, but the lack of a screening approach that fits easily into clinical workflows has restricted its broad implementation. The Substance Use Brief Screen (SUBS) was developed as a brief, self-administered instrument to identify unhealthy use of tobacco, alcohol, illicit drugs, and prescription drugs. We evaluated the validity and test-retest reliability of the SUBS in adult primary care patients. METHODS: Adults age 18-65 were enrolled from urban safety net primary care clinics to self-administer the SUBS using touch-screen tablet computers for a test-retest reliability study (n=54) and a two-site validation study (n=586). In the test-retest reliability study, the SUBS was administered twice within a 2-week period. In the validation study, the SUBS was compared to reference standard measures, including self-reported measures and saliva drug tests. We measured test-retest reliability and diagnostic accuracy of the SUBS for detection of unhealthy use and substance use disorder for tobacco, alcohol, and drugs (illicit and prescription drug misuse). RESULTS: Test-retest reliability was good or excellent for each substance class. For detection of unhealthy use, the SUBS had sensitivity and specificity of 97.8% (95% CI 93.7 to 99.5) and 95.7% (95% CI 92.4 to 97.8), respectively, for tobacco; and 85.2% (95% CI 79.3 to 89.9) and 77.0% (95% CI 72.6 to 81.1) for alcohol. For unhealthy use of illicit or prescription drugs, sensitivity was 82.5% (95% CI 75.7 to 88.0) and specificity 91.1% (95% CI 87.9 to 93.6). With respect to identifying a substance use disorder, the SUBS had sensitivity and specificity of 100.0% (95% CI 92.7 to 100.0) and 72.1% (95% CI 67.1 to 76.8) for tobacco; 93.5% (95% CI 85.5 to 97.9) and 64.6% (95% CI 60.2 to 68.7) for alcohol; and 85.7% (95% CI 77.2 to 92.0) and 82.0% (95% CI 78.2 to 85.3) for drugs. Analyses of area under the receiver operating curve (AUC) indicated good discrimination (AUC 0.74-0.97) for all substance classes. Assistance in completing the SUBS was requested by 11% of participants. CONCLUSIONS: The SUBS was feasible for self-administration and generated valid results in a diverse primary care patient population. The 4-item SUBS can be recommended for primary care settings that are seeking to implement substance use screening.
PMCID:4475501
PMID: 25770031
ISSN: 1555-7162
CID: 1527812
Comorbidities and Quality of Life among Breast Cancer Survivors: A Prospective Study
Fu, Mei R; Axelrod, Deborah; Guth, Amber A; Cleland, Charles M; Ryan, Caitlin E; Weaver, Kristen R; Qiu, Jeanna M; Kleinman, Robin; Scagliola, Joan; Palamar, Joseph J; Melkus, Gail D'Eramo
Many breast cancer survivors have coexistent chronic diseases or comorbidities at the time of their cancer diagnosis. The purpose of the study was to evaluate the association of comorbidities on breast cancer survivors' quality of life. A prospective design was used to recruit 140 women before cancer surgery, 134 women completed the study. Comorbidities were assessed using self-report and verified by medical record review and the Charlson Comorbidity Index (CCI) before and 12-month after cancer surgery. Quality of life was evaluated using Short-Form Health Survey (SF-36 v2). Descriptive statistics, chi-square tests, t-tests, Fisher's exact test, and correlations were performed for data analysis. A total of 28 comorbidities were identified. Among the 134 patients, 73.8% had at least one of the comorbidities, 54.7% had 2-4, and only 7.4% had 5-8. Comorbidities did not change at 12 months after surgery. Numbers of comorbidities by patients' self-report and weighted categorization of comorbidities by CCI had a similar negative correlation with overall quality of life scores as well as domains of general health, physical functioning, bodily pain, and vitality. Comorbidities, specifically hypertension, arthritis, and diabetes, were associated with poorer quality of life in multiple domains among breast cancer survivors. Future research should consider the combined influence of comorbidity and cancer on patients' quality of life.
PMCID:4600145
PMID: 26132751
ISSN: 2075-4426
CID: 1649542
Prevalence and correlates of hashish use in a national sample of high school seniors in the United States
Palamar, Joseph J; Lee, Lily; Weitzman, Michael
BACKGROUND: Cannabis (marijuana) use and acceptance towards use are increasing in the US, and state-level policies are becoming more liberal. A wealth of research has been conducted to examine risk factors for use; however, studies rarely differentiate between different forms of marijuana. OBJECTIVE: We sought to determine prevalence of use and delineate who is at risk for use of hashish, a more potent form of marijuana. METHODS: We examined data from a nationally representative sample of high school seniors in the Monitoring the Future study (2007-2011; weighted n = 10 597). We determined how sociodemographic factors and reasons for marijuana use correlated with recent (12 month) hashish use. RESULTS: Prevalence of recent hashish use was 6.5% and it was used by 18.3% of recent marijuana users. Hashish and other marijuana use tended to share many of the same correlates; however, associations were often stronger for hashish use. Females were consistently at low risk for use and users of other drugs were consistently at high risk for use. Black students tended to be at low risk for hashish use. Low risk of identifying as Hispanic or religious and high risk of higher personal income or going out more evenings per week for fun disappeared when controlling for other drug use. Using marijuana because the student felt he/she was "hooked" nearly doubled the odds for hashish use. CONCLUSIONS: This was the first national study to examine prevalence and correlates of hashish use. These findings can inform prevention in a time of increasing popularity of marijuana use.
PMCID:4608364
PMID: 25860964
ISSN: 1097-9891
CID: 1527822
Synthetic cannabinoid use in a nationally representative sample of US high school seniors
Palamar, Joseph J; Acosta, Patricia
BACKGROUND: Synthetic cannabinoids are marketed as "legal highs" and have similar effects to cannabis (marijuana). Although prevalence of synthetic cannabinoid use is now declining in the US, use has been associated with tens of thousands of poisonings and hospitalizations, particularly among teens. It is important to examine which teens are at highest risk for use of these new, potentially deleterious drugs as they are understudied and continue to emerge. METHODS: Data were analyzed from a nationally representative sample of high school seniors in the Monitoring the Future study (2011-2013; Weighted N=11,863; modal age: 18). Bivariable and multivariable models were used to delineate correlates of recent (12-month) synthetic cannabinoid use. RESULTS: Ten percent reported any recent use and 3% reported more frequent use (used >/=6 times). Females were at low odds for use and going out 4-7 evenings per week for fun consistently increased odds of use. Black and religious students were at low odds of use until controlling for other drug use, and higher income increased odds of use until controlling for other drug use. Lifetime use of alcohol, cigarettes and other illicit drugs all robustly increased odds of use, but frequency of lifetime marijuana use was the strongest correlate with more frequent use further increasing odds of synthetic cannabinoid use. Only 0.5% of non-marijuana users reported use of synthetic cannabinoids. CONCLUSIONS: This is among the first national studies to delineate correlates of synthetic cannabinoid use. Results can inform national and local efforts to prevent use and adverse consequences resulting from use.
PMCID:4361370
PMID: 25736618
ISSN: 0376-8716
CID: 1477192
Powder cocaine and crack use in the United States: An examination of risk for arrest and socioeconomic disparities in use
Palamar, Joseph J; Davies, Shelby; Ompad, Danielle C; Cleland, Charles M; Weitzman, Michael
BACKGROUND: In light of the current sentencing disparity (18:1) between crack and powder cocaine possession in the United States, we examined socioeconomic correlates of use of each, and relations between use and arrest, to determine who may be at highest risk for arrest and imprisonment. METHODS: We conducted secondary data analyses on the National Survey on Drug Use and Health, 2009-2012. Data were analyzed for adults age >/=18 to determine associations between use and arrest. Socioeconomic correlates of lifetime and annual use of powder cocaine and of crack were delineated using multivariable logistic regression and correlates of frequency of recent use were examined using generalized negative binomial regression. RESULTS: Crack users were at higher risk than powder cocaine users for reporting a lifetime arrest or multiple recent arrests. Racial minorities were at low risk for powder cocaine use and Hispanics were at low risk for crack use. Blacks were at increased risk for lifetime and recent crack use, but not when controlling for other socioeconomic variables. However, blacks who did use either powder cocaine or crack tended to use at higher frequencies. Higher education and higher family income were negatively associated with crack use although these factors were sometimes risk factors for powder cocaine use. CONCLUSIONS: Crack users are at higher risk of arrest and tend to be of lower socioeconomic status compared to powder cocaine users. These findings can inform US Congress as they review bills (e.g., The Smarter Sentencing Act), which would help eliminate cocaine-related sentencing disparities.
PMCID:4533860
PMID: 25702933
ISSN: 0376-8716
CID: 1477182
Family- and Neighborhood-Level Factors as Predictors of Conduct Problems in School among Young, Urban, Minority Children
Palamar, Joseph J; Calzada, Esther J; Theise, Rachelle; Huang, Keng-Yen; Petkova, Eva; Brotman, Laurie Miller
ABSTRACT Minority children attending schools in urban socioeconomically disadvantaged neighborhoods are at high risk for conduct problems. Although a number of family and neighborhood characteristics have been implicated in the onset and progression of conduct problems, there remains incomplete understanding of the unique contributions of poverty-related factors early in development. This prospective study of 298 black public school children considered family- and neighborhood-level predictors of teacher-reported conduct problems from pre-kindergarten through first grade. Results from multi-level analyses indicate that percentage of poor residents in a student's neighborhood made a robust independent contribution to the prediction of development of conduct problems, over and above family- and other neighborhood-level demographic factors. For children of single parents, the percentage of black residents in the neighborhood also predicted the development of conduct problems. School-based interventions to prevent conduct problems should consider impact for children at highest risk based on neighborhood poverty.
PMCID:5642292
PMID: 24673380
ISSN: 0896-4289
CID: 861222
Reasons for recent marijuana use in relation to use of other illicit drugs among high school seniors in the United States
Palamar, Joseph J; Griffin-Tomas, Marybec; Kamboukos, Dimitra
OBJECTIVES: Studies show that illicit cannabis (marijuana) use is related to use of other illicit drugs and that reasons for use are related to frequency of marijuana use. However, research is needed to examine whether specific reasons for marijuana use are associated with use of other illicit drugs. METHODS: Data from recent marijuana-using high school seniors were examined from 12 cohorts of Monitoring the Future (Weighted n = 6481) to examine whether reasons for recent marijuana use are associated with use of eight other illicit drugs. RESULTS: Using "to experiment" decreased odds of reporting use of each drug and using to decrease effects of other drugs increased odds of reporting use of each drug. In multivariable models, using marijuana "to experiment" decreased the odds for reporting use of hallucinogens other than LSD and narcotics other than heroin. Using marijuana for "insight" increased the odds for use of hallucinogens other than LSD, and use due to "boredom" increased the odds for reporting use of powder cocaine and hallucinogens other than LSD. Using marijuana to increase effects of other drugs increased odds of reporting use of each of the eight drugs, and using it to decrease other drug effects increased odds of reporting use of crack, hallucinogens other than LSD, and amphetamine/stimulants. CONCLUSIONS: This study helped identify illicit marijuana users who are more likely to report use of other illicit drugs. Prevention efforts need to focus on students who report certain reasons for marijuana use as they may be at risk for use of other illicit drugs.
PMCID:4592162
PMID: 26115351
ISSN: 1097-9891
CID: 1641092