Jacob T. Borodovsky
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View article: Developing an online cannabis store paradigm for Cannabis Regulatory Science
Developing an online cannabis store paradigm for Cannabis Regulatory Science Open
Background The legal cannabis industry is using online point-of-sale marketing, but few tools exist for evaluating how this marketing influences consumer behavior. To address this gap, we developed the Platform for Online Evaluation of Mar…
View article: Estimating Cannabis Consumption in Milligrams of THC From Self-Reported Hit Size
Estimating Cannabis Consumption in Milligrams of THC From Self-Reported Hit Size Open
Objective: Estimating delta-9 tetrahydrocannabinol (mgTHC) using hits involves converting hits to grams via a grams-per-hit ratio (GPHR). Previous studies assumed a single hit size (SHS), ignoring individual hit size variations. This study…
View article: Information Needs for Opioid Use Disorder Treatment Using Buprenorphine Product: Qualitative Analysis of Suboxone-Focused Reddit Data
Information Needs for Opioid Use Disorder Treatment Using Buprenorphine Product: Qualitative Analysis of Suboxone-Focused Reddit Data Open
Background Buprenorphine is a Food and Drug Administration–approved medication for opioid use disorder. However, individuals with opioid use disorder often report information needs regarding buprenorphine treatment on social media platform…
View article: Explaining “U-Shaped” Distributions of Population Substance Use with a Simple Computational Approach
Explaining “U-Shaped” Distributions of Population Substance Use with a Simple Computational Approach Open
This study demonstrates how a simple, theoretically-grounded computational model of individual-level substance use patterns can help substance use researchers understand the emergence of population-level, cross-sectional U-shaped distribut…
View article: Cannabidiol prescribing in the United States: An analysis of real-world data
Cannabidiol prescribing in the United States: An analysis of real-world data Open
View article: A Thematic Framework for Analyzing Large-scale Self-reported Social Media Data on Opioid Use Disorder Treatment Using Buprenorphine Product
A Thematic Framework for Analyzing Large-scale Self-reported Social Media Data on Opioid Use Disorder Treatment Using Buprenorphine Product Open
Background: One of the key FDA-approved medications for Opioid Use Disorder (OUD) is buprenorphine. Despite its popularity, individuals often report various information needs regarding buprenorphine treatment on social media platforms like…
View article: Longitudinal Use Patterns of Technology Subtypes During the Transition Into Early Adolescence: Results From the Adolescent Brain Cognitive Development Study
Longitudinal Use Patterns of Technology Subtypes During the Transition Into Early Adolescence: Results From the Adolescent Brain Cognitive Development Study Open
View article: Characterizing Information Seeking Events in Health-Related Social Discourse
Characterizing Information Seeking Events in Health-Related Social Discourse Open
Social media sites have become a popular platform for individuals to seek and share health information. Despite the progress in natural language processing for social media mining, a gap remains in analyzing health-related texts on social …
View article: Engagement, initiation, and retention in medication treatment for opioid use disorder among young adults: A narrative review of challenges and opportunities
Engagement, initiation, and retention in medication treatment for opioid use disorder among young adults: A narrative review of challenges and opportunities Open
View article: Age differences in patterns of cannabis use among an online US sample of adults who consume cannabis frequently
Age differences in patterns of cannabis use among an online US sample of adults who consume cannabis frequently Open
Background: Cannabis use is increasing among middle-aged and older US adults, populations that are particularly vulnerable to the adverse effects of cannabis. Risks for adverse effects differ by cannabis use patterns, which have bec…
View article: Early life adversity and substance use: The mediating role of mood and the moderating role of impulsivity
Early life adversity and substance use: The mediating role of mood and the moderating role of impulsivity Open
View article: Exploring survey methods for measuring consumption quantities of cannabis flower and concentrate products
Exploring survey methods for measuring consumption quantities of cannabis flower and concentrate products Open
Background: Researchers need accurate measurements of cannabis consumption quantities to assess risks and benefits. Survey methods for measuring cannabis flower and concentrate quantities remain underdeveloped.Objective: We e…
View article: Evaluating age-related disparities in cannabis-related problems among LGBT+ versus non-LGBT+ adults
Evaluating age-related disparities in cannabis-related problems among LGBT+ versus non-LGBT+ adults Open
View article: Characterizing Information Seeking Events in Health-Related Social Discourse
Characterizing Information Seeking Events in Health-Related Social Discourse Open
Social media sites have become a popular platform for individuals to seek and share health information. Despite the progress in natural language processing for social media mining, a gap remains in analyzing health-related texts on social …
View article: Dimensionality and differential functioning of DSM-5 cannabis use disorder criteria in an online sample of adults with frequent cannabis use
Dimensionality and differential functioning of DSM-5 cannabis use disorder criteria in an online sample of adults with frequent cannabis use Open
View article: Evaluating cannabis exposure in survey items: Insights, strategies, and remaining challenges identified from cognitive interviewing
Evaluating cannabis exposure in survey items: Insights, strategies, and remaining challenges identified from cognitive interviewing Open
View article: A cross-sectional survey on cannabis: Characterizing motives, opinions, and subjective experiences associated with the use of various oral cannabis products
A cross-sectional survey on cannabis: Characterizing motives, opinions, and subjective experiences associated with the use of various oral cannabis products Open
View article: Adult use of highly-potent Δ9-THC cannabis concentrate products by U.S. state cannabis legalization status, 2021
Adult use of highly-potent Δ9-THC cannabis concentrate products by U.S. state cannabis legalization status, 2021 Open
View article: Cannabis practices among a gender-diverse sample of young adults
Cannabis practices among a gender-diverse sample of young adults Open
View article: A simple computational model of population substance use
A simple computational model of population substance use Open
Background Substance use behaviors and their etiologies are complex and often not amenable to traditional statistical analysis. Computational models are an increasingly popular alternative approach for investigating substance use. However,…
View article: Generalizability and representativeness: Considerations for internet-based research on substance use behaviors.
Generalizability and representativeness: Considerations for internet-based research on substance use behaviors. Open
Substance use is frequently studied using nonprobability internet-based samples. It is difficult to evaluate the utility of these samples without a clear understanding of two key concepts: generalizability and representativeness. Part 1 of…
View article: Delta-8 THC use in US adults: Sociodemographic characteristics and correlates
Delta-8 THC use in US adults: Sociodemographic characteristics and correlates Open
View article: Assessing the feasibility, usability and acceptability of the MySafeRx platform among individuals in outpatient buprenorphine treatment: Lessons learned from a pilot randomized controlled trial
Assessing the feasibility, usability and acceptability of the MySafeRx platform among individuals in outpatient buprenorphine treatment: Lessons learned from a pilot randomized controlled trial Open
View article: Characterizing cannabis use reduction and change in functioning during treatment: Initial steps on the path to new clinical endpoints.
Characterizing cannabis use reduction and change in functioning during treatment: Initial steps on the path to new clinical endpoints. Open
Reduction-based cannabis use endpoints are needed to better evaluate treatments for cannabis use disorder (CUD). This exploratory, secondary analysis aimed to characterize cannabis frequency and quantity reduction patterns and correspondin…
View article: Acknowledgment of Ad Hoc Reviewers
Acknowledgment of Ad Hoc Reviewers Open
View article: U.S. State Cannabis Laws and Use of Cannabis Concentrate Products: 2021 Survey Findings
U.S. State Cannabis Laws and Use of Cannabis Concentrate Products: 2021 Survey Findings Open
View article: Use of highly-potent cannabis concentrate products: More common in U.S. states with recreational or medical cannabis laws
Use of highly-potent cannabis concentrate products: More common in U.S. states with recreational or medical cannabis laws Open
View article: Prevalence of Kratom Use and Co-Occurring Substance Use Disorders in the United States
Prevalence of Kratom Use and Co-Occurring Substance Use Disorders in the United States Open
Kratom is a novel psychoactive drug often used to self-manage pain and opioid withdrawal. This article describes the prevalence of kratom use and co-occurring substance use disorders using the National Survey on Drug Use and Health.
View article: Exploring how tobacco advertisements are associated with tobacco use susceptibility in tobacco naive adolescents from the PATH study
Exploring how tobacco advertisements are associated with tobacco use susceptibility in tobacco naive adolescents from the PATH study Open
View article: Evaluating cannabis use risk reduction as an alternative clinical outcome for cannabis use disorder.
Evaluating cannabis use risk reduction as an alternative clinical outcome for cannabis use disorder. Open
Cannabis use risk levels, as operationalized in this study, captured reductions in use during a clinical trial. Risk level reduction was associated with functional improvement suggesting that identifying risk levels and measuring the chang…