Evidence map›Paper›PMID 41061441›Full record

ArticleJournal of psychiatric research2025

Self-titration of cannabis consumption: An epidemiological perspective.

Jacob T Borodovsky, Eilis Murphy, Deborah S Hasin, Ofir Livne, Melanie Wall, Efrat Aharonovich, Caroline Wisell, Cara A Struble, Mohammad I Habib, Alan J Budney

Abstract read
In one paragraph

Article in Journal of psychiatric research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. Vaping ΔExpert review of clinical pharmacology
    Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Jacob T BorodovskyCenter for Technology and Behavioral Health, Dartmouth Geisel School of Medicine, 46 Centerra Pkwy, Lebanon, NH, 03766, USA; Department of Biomedical Data Science, Dartmouth Geisel School of Medicine, 1 Rope Ferry Road, Hanover, NH, 03755, USA. Electronic address: Jacob.borodovsky@dartmouth.edu.
Eilis MurphyCenter for Technology and Behavioral Health, Dartmouth Geisel School of Medicine, 46 Centerra Pkwy, Lebanon, NH, 03766, USA.
Deborah S HasinDepartment of Psychiatry, Columbia University Irving Medical Center, 1051 Riverside Drive, New York, NY, 10032, USA; New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY, 10032, USA; Department of Epidemiology, Columbia University Mailman School of Public Health, 722 W 168th St, New York, NY, 10032, USA.
Ofir LivneDepartment of Psychiatry, Columbia University Irving Medical Center, 1051 Riverside Drive, New York, NY, 10032, USA; New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY, 10032, USA.
Melanie WallNew York State Psychiatric Institute, 1051 Riverside Drive, New York, NY, 10032, USA.
Efrat AharonovichDepartment of Psychiatry, Columbia University Irving Medical Center, 1051 Riverside Drive, New York, NY, 10032, USA; New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY, 10032, USA.
Caroline WisellNew York State Psychiatric Institute, 1051 Riverside Drive, New York, NY, 10032, USA.
Cara A StrubleDepartment of Psychology, University of Maine, 301 Williams Hall, Orono, ME, 04469, USA.
Mohammad I HabibDepartment of Psychology, Colorado State University, 201 Behavioral Sciences Building, Fort Collins, CO, 80523, USA.
Alan J BudneyCenter for Technology and Behavioral Health, Dartmouth Geisel School of Medicine, 46 Centerra Pkwy, Lebanon, NH, 03766, USA.

Funding

Leveraging Social Media to Develop the Cannabis Exposure Index (CEI), A Standardized Measure of Cannabis UseR01DA050032 · NIDA · DARTMOUTH COLLEGE · PI Jacob T Borodovsky, DEBORAH S HASIN · 2020 to 2026
$3.8M
Cannabis use patterns and associations with cognitive impairment in older adultsK23DA057417 · NIDA · NEW YORK STATE PSYCHIATRIC INSTITUTE DBA RESEARCH FOUNDATION FOR MENTAL HYGIENE, INC · PI Ofir Livne · 2023 to 2026
$586k
NIDA NIH HHS K23 DA057417NIDA NIH HHS R01 DA050032
6 · The paper itself

Abstract

Cannabis legalization has expanded access to high-potency products (e.g., dab concentrates) that deliver large amounts of delta-9-tetrahydrocannabinol (THC). It is unclear whether cannabis consumers mitigate the effects of higher-potency products by consuming smaller amounts (i.e., self-titration). We investigated whether users adjust consumption amounts in response to potency when using cannabis flower and concentrates. Data come from four online surveys of U.S. cannabis consumers (N = 8158) reporting past-month flower and/or dab concentrate use. Participants reported their typical amounts (number of hits or grams) and potencies (%THC). We analyzed relationships between consumption amounts and %THC in three ways: (1) within-subject/between-product, (2) between-subject/between-product, (3) between-subject/within-product. To assess selection biases, we examined correlations among potency, use frequency, and age of initiation. Participants were approximately 52 % female, 84 % White, and 73 % reported daily cannabis use; average age was 42 years (SD = 16). In within-subject/between-product analyses, 59 %-92 % of participants used larger amounts of flower than concentrates. In between-subject/between-product analyses, flower-only consumers reported greater amounts than concentrate-only consumers (Median Hits: 8-14 vs. 5-8; Median Grams: 1-1.5 vs. 0.18-0.5). In between-subject/within-product analyses, using higher-THC versions of a product predicted larger amounts (Flower/Hits: r

Indexed as

CannabisDronabinolMarijuana UseAdolescentAdultFemaleHumansMaleMiddle AgedSelf AdministrationUnited StatesYoung AdultDronabinolAmountCannabisConcentratesPotencySelf-titrationTHC

Identifiers

PMID41061441
PMCPMC12919386

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.