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Polysubstance use profiles among electronic dance music party attendees in New York City and their relation to use of new psychoactive substances

Fernandez-Calderon, Fermin; Cleland, Charles M; Palamar, Joseph J
BACKGROUND: Electronic Dance Music (EDM) party attendees are often polysubstance users and are at high risk for use of new psychoactive substances (NPS). We sought to identify patterns of use of common illegal drugs among EDM party attendees, sociodemographic correlates, and use of NPS as a function of patterns of use of more common drugs to inform prevention and harm reduction. METHOD: Using time-space-sampling, 1045 individuals aged 18-40 were surveyed entering EDM parties in New York City. We queried past-year use of common illegal drugs and 98 NPS. We conducted latent class analysis to identify polysubstance use profiles of use of eight common drugs (i.e., ecstasy, ketamine, LSD, mushrooms, powder cocaine, marijuana, amphetamine, benzodiazepines). Relationships between drug classification membership and sociodemographics and use of drugs within six NPS categories were examined. RESULTS: We identified four profiles of use of common drugs: non-polysubstance use (61.1%), extensive polysubstance use (19.2%), moderate polysubstance use/stimulants (12.8%), and moderate polysubstance use/psychedelics (6.7%). Those in the moderate/psychedelic group were at higher odds of using NPS with psychedelic-type effects (2C, tryptamines, and other "new" psychedelics; Ps<0.05). Extensive polysubstance users were at increased odds of reporting use of 2C drugs, synthetic cathinones ("bath salts"), tryptamines, other new (non-phenethylamine) psychedelics, new dissociatives, and synthetic cannabinoids (Ps<0.05). CONCLUSION: NPS preference is linked to the profile of use of common drugs among individuals in the EDM scene. Most participants were identified as non-polysubstance users, but findings may help inform preventive and harm reduction interventions among those at risk in this scene.
PMCID:5783759
PMID: 29128711
ISSN: 1873-6327
CID: 2785432

What's in a Name? Correlates of Ecstasy Users Knowing or Agreeing that Molly is Ecstasy/MDMA

Palamar, Joseph J
Ecstasy (MDMA) has regained popularity in powder and crystalline form, known as Molly. However, it is unknown whether all Molly users are aware that Molly is ecstasy. A total of 1045 nightclub/festival-attending adults in New York City were surveyed about ecstasy/MDMA/Molly use in 2016. Users were asked if they agreed that "Molly is (or is supposed to be) ecstasy/MDMA." Of the 43.5% reporting lifetime use, 84.6% agreed that Molly is ecstasy, 9.5% disagreed, and 5.9% reported not knowing that Molly is ecstasy. Prevalence of use of other drugs (e.g., ketamine, opioids, methamphetamine, NBOMe, 2C series) was lowest among those not knowing that Molly is ecstasy, and highest among those not agreeing that Molly is ecstasy. Those not knowing that Molly is ecstasy were less likely to have used powder or crystal MDMA and less likely to have used in the past 12 months or to report intention to use again. Those disagreeing or not knowing that Molly is ecstasy were at over six times the odds of obtaining ecstasy from an unknown dealer, and those disagreeing were at four times higher odds of having suspected or found out that their ecstasy was adulterated. Results suggest that knowing or agreeing that Molly is ecstasy/MDMA can help indicate ecstasy-related risk.
PMCID:5862755
PMID: 28937933
ISSN: 2159-9777
CID: 2708562

Nonmedical Opioid Use in Relation to Recency of Heroin Use in a Nationally Representative Sample of Adults in the United States

Palamar, Joseph J; Shearston, Jenni A
Nonmedical opioid use has been linked to lifetime heroin use; however, research is needed to examine associations between nonmedical opioid use and current or recent heroin use, as current users appear to be at highest risk for harm. Data were from a nationally representative sample of non-institutionalized adults (age 18-64) in households participating in the National Survey of Drug Use and Health who reported lifetime heroin use (2005-2014, N = 7,111). We examined associations between frequency and recency of nonmedical opioid use and recency of heroin use. Most (86.7%) lifetime heroin users reported no heroin use in the last 12 months, while 6.1% reported current use (use in the last 30 days). The majority of the sample (69.3%) reported lifetime nonmedical opioid use; 14.3% reported nonmedical use in the last 30 days. Adjusted odds for current heroin use increased as frequency of past-year nonmedical opioid use increased, with a quarter (24.7%) of current heroin users reporting nonmedical opioid use on 157-365 days in the last year. Over half (54.7%) of current heroin users reported current nonmedical opioid use. Prevention efforts should consider that high-frequency and current nonmedical opioid use is a robust correlate of continued heroin use.
PMCID:5847431
PMID: 28895798
ISSN: 2159-9777
CID: 2702122

Attitudes and Beliefs About New Psychoactive Substance Use Among Electronic Dance Music Party Attendees

Palamar, Joseph J; Acosta, Patricia; Cleland, Charles M
BACKGROUND: Attitudes and beliefs about drug use have been shown to be robust correlates of use of drugs such as alcohol, marijuana, and cocaine; however, little is known regarding attitudes or beliefs about new psychoactive substances (NPS). We sought to examine attitudes and beliefs about NPS and how they relate to self-reported use in a high-risk population-electronic dance music (EDM) party attendees. METHOD: 1,048 individuals (age 18-40) were surveyed entering EDM parties in New York City in 2016. We queried lifetime use and attitudes and beliefs specific to NBOMe, 2C series drugs, "bath salts" (synthetic cathinones), tryptamines, dissociative NPS, and synthetic cannabinoids. RESULTS: More than half the sample reported being unfamiliar with NPS other than "bath salts" and synthetic cannabinoids. "Bath salts" received the highest ratings of strong disapproval (34.3%), followed by synthetic cannabinoids (23.3%), compared to other NPS (10-14%). "Bath salts" were perceived to be a great risk by 43.1% of the sample, followed by synthetic cannabinoids (27.0%), and other NPS (12-16%). "Bath salts" were reportedly least likely to be used if offered (2.9%). In multivariable models, reporting no disapproval towards use was associated with increased odds of reporting use of 2C drugs, "bath salts", and tryptamines. Having friends who use and reporting intent to use or willingness to use if offered were also associated with use of various NPS classes. CONCLUSIONS: This study delineated attitudinal and belief-related correlates of use of various NPS classes. Results can inform prevention effects as NPS continue to emerge.
PMCID:5766408
PMID: 28777688
ISSN: 1532-2491
CID: 2656022

A Qualitative Investigation Comparing Psychosocial and Physical Sexual Experiences Related to Alcohol and Marijuana Use among Adults

Palamar, Joseph J; Acosta, Patricia; Ompad, Danielle C; Friedman, Samuel R
Alcohol and marijuana are two of the most prevalent psychoactive substances and each may result in distinct psychosocial and physical sexual experiences and different sexual risk behaviors. With marijuana becoming more accepted in the US along with more liberal state-level policies, it is important to examine and compare users' psychosocial and physical sexual experiences and sexual risk behavior associated with these drugs. In this study, we interviewed 24 adults who recently used marijuana before sex. Participants were 50 % female and all self-identified as heterosexual and HIV-negative. Using thematic analysis, we compared self-reported psychosocial and physical sexual experiences of alcohol and marijuana. Participants described differences between drugs with regard to psychosocial (e.g., partner interactions and contexts before sex, partner choice, perceived attractiveness of self and others, disinhibition, and feelings of regret after sex) and physical sexual experiences (e.g., sexual dysfunction, dose effects, sensations of body/sex organs, length and intensity of sex, and orgasm). Alcohol use was commonly associated with social outgoingness and use facilitated connections with potential sexual partners; however, alcohol was more likely than marijuana to lead to atypical partner choice or post-sex regret. Both alcohol and marijuana had a variety of negative sexual effects, and the illegality of marijuana reportedly facilitated intimate encounters. While sexual experiences tended to be similar across males and females, we did find some variation by gender. Results can inform prevention and harm reduction programming that will allow us to design more realistic programs and to craft interventions, which guide potential users to make safer choices.
PMCID:5250581
PMID: 27439599
ISSN: 1573-2800
CID: 2185472

Reliability and Validity of a Material Resources Scale and Its Association With Depression Among Young Men Who Have Sex With Men: The P18 Cohort Study

Ompad, Danielle C; Palamar, Joseph J; Krause, Kristen D; Kapadia, Farzana; Halkitis, Perry N
Socioeconomic status (SES) is a fundamental cause of ill health, but an understudied determinant of health for gay, bisexual, and other men who have sex with men (MSM). Surprisingly, few studies have examined the relations between poverty and depression among young MSM. The aims of this study were to determine the reliability and validity of an 18-item Family Resource Scale (FRS) as a measure of SES among YMSM and examine the relations between SES and depression, while taking into account factors associated with resilience or risk for poor mental health. Reliability of the SES scale was determined with Cronbach's alpha. Validity was assessed with factor analysis and bivariable comparisons with other SES measures. Multiple logistic regression was used to determine the relations between depressive symptomology (via the Beck Depression Inventory-II), SES, and gay-related psychosocial variables. In this racially/ethnically diverse sample (mean age = 21.8 years, 37.3% Hispanic/Latino, 30.5% White, 14.9% Black, and 17.0% other race/ethnicity), 70.8% reported incomes
PMID: 27226330
ISSN: 1557-9891
CID: 2115052

Polytobacco use is strongly associated with illicit drug-use risk among nightclub attendees [Meeting Abstract]

El, Shahawy O; Sherman, S; Palamar, J
Significance: Limited data exist regarding tobacco and nicotine containing product (TNCP) use and their association with other drugs of abuse in high-risk settings. The purpose of this study was to examine the associations between TNCP use and other common illicit drug use among adults attending Electronic Dance Music (EDM) parties at nightclubs and festivals in New York City (NYC).
Method(s): Adults (age 18-40) were recruited outside of EDM events in NYC between May and August 2016 and completed a computer-assisted personal interview on a tablet. The survey took approximately 10 minutes and queried sociodemographic characteristics, and self-reported use of TNCPs (e-cigarettes, hookah, and "tobacco") and other drugs. Among recent (12-month) TNCP users, we compared illicit drug use according to the number of TNCPs reportedly used with the use of 1 TNCP representing mono-use, any 2 representing dual-use, and all 3 representing poly-use.
Result(s): More than half the overall sample (54%; N = 524 of 965) reported past year use of a TNCP. Participants' mean age was (25.1+4.5) years, and 55.2% were male. Almost half (46%) were mono users, 27% were dual TNCP users, and 27% were poly TNCP users. Sociodemographic characteristics were not associated with a number of TNCPs used; however, a number of products was significantly different regarding the past-year use of marijuana, powder cocaine, ecstasy (MDMA, "Molly"), LSD, and psilocybin ("magic mushrooms"). Poly users were more likely to report use of marijuana (94.4% vs 87.9% dual and 68.3% mono; P < 0.001), cocaine (69.2% vs 56.7% dual and 32.1% mono; P < 0.001), ecstasy (65.0% vs 61.0% dual and 49.6% mono; P = 0.007), LSD (46.9% vs 34.8% dual and 19.6% mono; P< 0.001), and psilocybin (44.8% vs 31.2% dual and 16.7% mono; P< 0.001).
Conclusion(s): Among this sample of EDM attendees in NYC, past-year use of TNCPs was strongly associated with the use of illicit drugs suggesting the use of more TNCPs is associated with risky behavior in high-risk settings. A limitation was that "tobacco" included all other TNCPs other than e-cigarettes and hookah. Adults' TNCP use patterns might be indicative of the extent of illicit drug use, especially among those frequenting high-risk settings. Future research needs to probe in the reasons behind the patterns of TNCP use among those in high-risk settings
EMBASE:627851521
ISSN: 1935-3227
CID: 3925412

Discordant reporting of nonmedical amphetamine use among Adderall-using high school seniors in the US

Palamar, Joseph J; Le, Austin
BACKGROUND: Amphetamine is the most prevalent prescription stimulant in the United States, both medically and nonmedically. Reliable data on nonmedical use is needed to continue to inform prevention. To determine whether adolescents accurately self-report nonmedical amphetamine use, we compared self-reports of nonmedical amphetamine use and nonmedical Adderall use in a national sample. METHODS: We examined self-reported nonmedical Adderall and amphetamine use in a nationally representative sample of 24,740 high school seniors in the Monitoring the Future study (2010-2015). We examined prevalence and correlates of discordant responses among past-year Adderall users, defined as reporting past-year nonmedical Adderall use, but not reporting past-year nonmedical amphetamine use. RESULTS: While 6.9% reported nonmedical Adderall use and 7.9% reported nonmedical amphetamine use, over a quarter (28.7%) of Adderall users reported no amphetamine use. Those at highest risk for Adderall use tended to be at lower odds of providing a discordant response. Older students (aged >/=18), black students, and those with parents of lower educational attainment were more likely to report no amphetamine use, despite reporting Adderall use. Lifetime use of various drugs was associated with decreased odds of providing a discordant response; however, only nonmedical opioid use was associated with significant decreased odds in multivariable models. Disapproval towards amphetamine use increased odds of providing a discordant response, while higher exposure to users decreased odds of providing a discordant response. CONCLUSION: Prevalence of nonmedical amphetamine use may be underreported on some surveys, particularly among specific subpopulations. Future surveys must ensure accurate and consistent responses.
PMCID:5689455
PMID: 29096291
ISSN: 1879-0046
CID: 2765802

Shifting characteristics of ecstasy users ages 12-34 in the United States, 2007-2014

Palamar, Joseph J; Mauro, Pia M; Han, Benjamin H; Martins, Silvia S
BACKGROUND: Ecstasy/MDMA has been one of the most prevalent party drugs for decades, and powder ecstasy recently increased in popularity. We examined trends in use to determine who to best target for prevention and harm reduction. METHODS: Secondary analysis of the 2007-2014 National Survey on Drug Use and Health, a repeated cross-sectional, nationally representative probability sample, was conducted. Linear trends in past-year ecstasy use and trends in demographic and other past-year substance use characteristics among ecstasy users were examined among participants ages 12-34 (N=332,560). RESULTS: Past-year prevalence of ecstasy use was stable across years at 2% (P=0.693). Over time, the proportion of ecstasy users with a college degree increased from 11.5% in 2007/08 to 24.5% in 2013/14 (P<0.001). The proportion of users who were age 12-17 decreased, as did proportions of users who are non-Hispanic black, and reported income <$20,000/year (Ps<0.001). Prevalence of past-year use of marijuana, LSD, ketamine, and DMT/AMT/Foxy increased among ecstasy users (Ps<0.05); DMT/AMT/Foxy use increased more than four-fold from 2.1% in 2007/08 to 8.7% in 2013/14. Perception of great risk associated with LSD use decreased among users and ease of obtaining LSD increased (Ps<0.05). Past-year use of 5 or more other substances also increased over time (P<0.05). CONCLUSIONS: Ecstasy use in the US appears to be increasing among those with college degrees and use of other substances among ecstasy users is growing-particularly use of otherwise rare substances such as tryptamines. Results inform prevention and harm reduction strategies in this increasingly shifting group of ecstasy users.
PMCID:5683908
PMID: 29028555
ISSN: 1879-0046
CID: 2732072

Moving on From Representativeness: Testing the Utility of the Global Drug Survey

Barratt, Monica J; Ferris, Jason A; Zahnow, Renee; Palamar, Joseph J; Maier, Larissa J; Winstock, Adam R
A decline in response rates in traditional household surveys, combined with increased internet coverage and decreased research budgets, has resulted in increased attractiveness of web survey research designs based on purposive and voluntary opt-in sampling strategies. In the study of hidden or stigmatised behaviours, such as cannabis use, web survey methods are increasingly common. However, opt-in web surveys are often heavily criticised due to their lack of sampling frame and unknown representativeness. In this article, we outline the current state of the debate about the relevance of pursuing representativeness, the state of probability sampling methods, and the utility of non-probability, web survey methods especially for accessing hidden or minority populations. Our article has two aims: (1) to present a comprehensive description of the methodology we use at Global Drug Survey (GDS), an annual cross-sectional web survey and (2) to compare the age and sex distributions of cannabis users who voluntarily completed (a) a household survey or (b) a large web-based purposive survey (GDS), across three countries: Australia, the United States, and Switzerland. We find that within each set of country comparisons, the demographic distributions among recent cannabis users are broadly similar, demonstrating that the age and sex distributions of those who volunteer to be surveyed are not vastly different between these non-probability and probability methods. We conclude that opt-in web surveys of hard-to-reach populations are an efficient way of gaining in-depth understanding of stigmatised behaviours and are appropriate, as long as they are not used to estimate drug use prevalence of the general population.
PMCID:5595253
PMID: 28924351
ISSN: 1178-2218
CID: 2707802