The DOI matches its Crossref record; 73 of the 75 references it cites were found in a registry or an index.
Determining the magnitude and duration of acute Δ9-tetrahydrocannabinol (Δ9-THC)-induced driving and cognitive impairment: A systematic and meta-analytic review
Open accessAbstract
The increasing legal availability of cannabis has important implications for road safety. This systematic review characterised the acute effects of Δ9-THC on driving performance and driving-related cognitive skills, with a particular focus on the duration of Δ9-THC-induced impairment. Eighty publications and 1534 outcomes were reviewed. Several measures of driving performance and driving-related cognitive skills (e.g. lateral control, tracking, divided attention) demonstrated impairment in meta-analyses of “peak” Δ9-THC effects (p’s<0.05). Multiple meta-regression analyses further found that regular cannabis users experianced less impairment than ‘other’ (mostly occasional) cannabis users (p = 0.003) and that the magnitude of oral (n = 243 effect estimates [EE]) and inhaled (n = 481 EEs) Δ9-THC-induced impairment depended on various factors (dose, post-treatment time interval, the performance domain (skill) assessed) in other cannabis users (p’s<0.05). The latter model predicted that most driving-related cognitive skills would ‘recover’ (Hedges’ g=–0.25) within ∼5-hs (and almost all within ∼7-hs) of inhaling 20 mg of Δ9-THC; oral Δ9-THC-induced impairment may take longer to subside. These results suggest individuals should wait at least 5 -hs following inhaled cannabis use before performing safety-sensitive tasks.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“The concurrent use of cannabis and alcohol produces greater driving impairment than cannabis alone [25].”
From Cannabis, cannabinoids and health: a review of evidence on risks and medical benefits (2025) · cites this paper as [25]
Citations
Cites
Statistical Power Analysis for the Behavioral Sciences
Muller, K. E., & Cohen, J. (1989) · Technometrics · doi:10.2307/1270020 · Cited by 99,603
Statistical power analysis for the behavioral sciences
Cohen, J. (1990) · Computers Environment and Urban Systems · doi:10.1016/0198-9715(90)90050-4 · Cited by 65,417
PRISMA-P Group, Moher, D., Shamseer, L., Clarke, M., Ghersi, D., Liberati, A., Petticrew, M., Shekelle, P., & Stewart, L. A. (2015) · Systematic Reviews · doi:10.1186/2046-4053-4-1 · Cited by 26,223
Cochrane Handbook for Systematic Reviews of Interventions: Cochrane Book Series
(2008) · doi:10.1002/9780470712184 · Cited by 25,048
Assessing the quality of reports of randomized clinical trials: Is blinding necessary?
Jadad, A. R., Moore, R. A., Carroll, D., Jenkinson, C., Reynolds, D. J. M., Gavaghan, D. J., & McQuay, H. J. (1996) · Controlled Clinical Trials · doi:10.1016/0197-2456(95)00134-4 · Cited by 17,582
A general and simple method for obtaining R 2 from generalized linear mixed‐effects models
Nakagawa, S., & Schielzeth, H. (2013) · Methods in Ecology and Evolution · doi:10.1111/j.2041-210x.2012.00261.x · Cited by 10,356
Borenstein, M., Hedges, L. V., Higgins, J. P. T., & Rothstein, H. R. (2021) · doi:10.1002/9781119558378 · Cited by 9,799
Cochrane Handbook for Systematic Reviews of Interventions
Higgins, J. P. T., Green, S., & Ben Van Den, A. (2020) · International Coaching Psychology Review · doi:10.53841/bpsicpr.2020.15.2.123 · Cited by 5,670
Verhagen, A. P., de Vet, H. C. W., de Bie, R. A., Kessels, A. G. H., Boers, M., Bouter, L. M., & Knipschild, P. G. (1998) · Journal of Clinical Epidemiology · doi:10.1016/s0895-4356(98)00131-0 · Cited by 2,470
Jones, H. E. (2010) · Paediatric and Perinatal Epidemiology · doi:10.1111/j.1365-3016.2010.01108.x · Cited by 1,447
Research works printed but not linked: 1
- Arkell, 2020, Using per se limits to define cannabis-induced driving impairment: problems, pitfalls and possible solutions, Traffic Inj. Prev.
Cited by
Sorted by citations
Items 101–170 of 170
Standard THC units: A tool to benchmark cannabis-related driving risks
Lorenzetti, V., Freeman, T. P., & Hayley, A. C. (2025) · International Journal of Drug Policy · doi:10.1016/j.drugpo.2025.104788 · Cited by 3
Cannabidiol and cognition: a literature review of human randomized controlled trials
Singh, J., Ellingson, C. J., Shafiq, M. A., Alcorn, J., & Neary, J. P. (2025) · Behavioural Pharmacology · doi:10.1097/fbp.0000000000000837 · Cited by 4
Impact of naturalistic cannabis use on lateral control and speed: A driving simulator study
Brooks‐Russell, A., Bird, S., Brown, T. L., Limbacher, S. A., Kosnett, M. J., Dooley, G., & Wrobel, J. (2025) · Traffic Injury Prevention · doi:10.1080/15389588.2025.2508381 · Cited by 3
Effects of naturalistic doses of cannabis edibles on cognition and association with blood THC
Ciano, P. D., Zhao, S., Kaduri, P., Patel, S. D., Bhakta, K., Wickens, C. M., Chen, S., Foll, B. L., & Brands, B. (2025) · Psychopharmacology · doi:10.1007/s00213-025-06863-2 · Cited by 4
Els, C., Snider-Adler, M., & Straube, S. (2025) · SN Comprehensive Clinical Medicine · doi:10.1007/s42399-025-01873-9 · Cited by 3
Hultgren, B. A., Guttmannova, K., Lee, C. M., Acuna, D., Cooper, R. L., Kilmer, J. R., Cadigan, J. M., Calhoun, B. H., & Larimer, M. E. (2022) · PLoS ONE · doi:10.1371/journal.pone.0275190 · Cited by 3
Vanderziel, A. M., & Alshaarawy, O. (2023) · Drug and Alcohol Review · doi:10.1111/dar.13609 · Cited by 3
A two-sample approach to retrograde extrapolation of blood THC concentrations – Is it feasible?
Holman, P. O. S., Høiseth, G., Bachs, L. C., Thaulow, C. H., Vevelstad, M. S., Mørland, J. G., & Strand, M. C. (2023) · Forensic Science International · doi:10.1016/j.forsciint.2023.111833 · Cited by 2
Love, S., Unger, P., Rowland, B., & Armstrong, K. A. (2024) · Transportation Research Part F Traffic Psychology and Behaviour · doi:10.1016/j.trf.2024.11.010 · Cited by 2
Har-Even, A., Lewis, N., Eliash, H., & Sznitman, S. R. (2024) · International Journal of Drug Policy · doi:10.1016/j.drugpo.2024.104654 · Cited by 2
Standard THC units as a unit of measurement: differences & complementarity with other THC metrics
Lorenzetti, V., Hammond, D., Wood, S., Gabrys, R. L., & Freeman, T. P. (2025) · International Journal of Drug Policy · doi:10.1016/j.drugpo.2025.104891 · Cited by 2
Feinberg, S. D., Aronoff, G. M., Ausfahl, J., Bruns, D., Darnall, B. D., Goldberg, R. L., Haldeman, S., Lessenger, J. E., Mandel, S., Mayer, T. G., et al. (2025) · Journal of Occupational and Environmental Medicine · doi:10.1097/jom.0000000000003548 · Cited by 3
Baird, S., Ageze, D., Hill, L. L., Hacker, S., Dell’Acqua, R. G., Gold, A., Lanin-Kettering, I., Shaughnessy, T., & Marcotte, T. D. (2025) · BMC Public Health · doi:10.1186/s12889-025-24309-4 · Cited by 2
Fitzgerald, R. L., Umlauf, A., Suhandynata, R. T., Grelotti, D. J., Huestis, M. A., Mastropietro, K. F., Grant, I., & Marcotte, T. D. (2025) · Clinical Chemistry · doi:10.1093/clinchem/hvaf121 · Cited by 2
Approaches to Measuring Cannabis Use in Injury Research: Beyond Drug Detection
Brooks‐Russell, A., Holdman, R., & Whitehill, J. M. (2022) · Current Epidemiology Reports · doi:10.1007/s40471-022-00314-8 · Cited by 2
How research and policy can shape driving under the influence of cannabis
Metrik, J., & McCarthy, D. M. (2023) · Addiction · doi:10.1111/add.16372 · Cited by 2
Accuracy and replicability of identifying eyelid tremor as an indicator of recent cannabis smoking
Wang, G. S., Kosnett, M. J., Subramanian, P. S., Wrobel, J., Ma, M., Brown, T. L., Bidwell, L. C., & Brooks‐Russell, A. (2024) · Clinical Toxicology · doi:10.1080/15563650.2024.2310154 · Cited by 2
Albrecht, M. A., Hasan, R., Kekez, D., & Zhou, H. (2025) · Drug Science Policy and Law · doi:10.1177/20503245251323344 · Cited by 2
Stefanidis, K., Schiemer, C., Mieran, T., Hill, A., Horswill, M., & Summers, M. (2025) · Drug and Alcohol Review · doi:10.1111/dar.14060 · Cited by 2
Zhong, L., Ren, P., Wang, H., Fu, C., Feng, D., Wang, M., Zeng, L., Yao, P., & Wang, T. (2025) · Autism · doi:10.1177/13623613251362259 · Cited by 2
Patient Evaluation: Precautions and Managing Expectations
Schecter, D., & Cyr, C. (2022) · Springer eBooks · doi:10.1007/978-3-030-89918-9_6 · Cited by 3
Siddiqui, S. A., Bahmid, N. A., Asif, Z., & Shah, M. A. (2023) · International Journal of Food Science & Technology · doi:10.1111/ijfs.16603 · Cited by 2
Medicinal cannabis – has it found a place in palliative care?
Hardy, J. R. (2024) · Palliative Care and Social Practice · doi:10.1177/26323524241273491 · Cited by 2
On the duration of cannabis effects and the presence of THC in the body
Mørland, J. G., Bretteville‐Jensen, A. L., & Bramness, J. G. (2022) · Addiction · doi:10.1111/add.16080 · Cited by 1
Risk Perception of Cannabis Use Among a Sample of Thai Cannabis Users
Lamy, F. R., Paek, S. C., & Meemon, N. (2024) · Journal of Population and Social Studies · doi:10.25133/jpssv322024.034 · Cited by 1
Benedetti, M. H., Lü, B., & Zhu, M. (2024) · Biometrical Journal · doi:10.1002/bimj.70012 · Cited by 1
McCartney, D., Zhou, C., Lavender, I., Gordon, R., Kevin, R. C., Bedoya‐Pérez, M. A., & McGregor, I. S. (2025) · Drug and Alcohol Review · doi:10.1111/dar.13983 · Cited by 1
Self-citationMieran, T., Hill, A., Horswill, M. S., Summers, M. J., & Stefanidis, K. B. (2025) · Psychopharmacology · doi:10.1007/s00213-025-06869-w · Cited by 1
Streetz, C. M., Szejko, N., Pisarenko, A., Fremer, C., Teske, J., Brunnauer, A., & Müller‐Vahl, K. (2025) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2025.1595649 · Cited by 1
Recent Advances in the Science of Cannabis-Impaired Driving
Metrik, J., Bush, N., Gunn, R. L., & McCarthy, D. M. (2026) · Current Addiction Reports · doi:10.1007/s40429-025-00712-0 · Cited by 1
McCartney, D., Irwin, C., Arnold, J. C., Gordon, R., McLachlan, A. J., & McGregor, I. S. (2026) · Pharmacological Research · doi:10.1016/j.phrs.2026.108142 · Cited by 1
Self-citationThe influence of cannabis on real time higher-order driving skills: a scoping review
van der Kint, S., Davidse, R. J., & van Strijp, M. (2026) · Accident Analysis & Prevention · doi:10.1016/j.aap.2026.108535 · Cited by 1
Goodwin, I., Oliver, D., Chesney, E., Gaillard, A., Wang, S., koo, A. W., Petrilli, K., Skumlien, M., Dakhili, A. H., Wigroth, S., et al. (2026) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2026.106795 · Cited by 1
Medical cannabis: Roles, responsibilities, and challenges for clinical pharmacists
Sera, L., & Duncan, N. A. (2023) · JACCP JOURNAL OF THE AMERICAN COLLEGE OF CLINICAL PHARMACY · doi:10.1002/jac5.1820 · Cited by 1
Padilla, F. M., Trógolo, M., & Castro, C. (2025) · Transportation Research Interdisciplinary Perspectives · doi:10.1016/j.trip.2025.101391 · Cited by 1
Response to: ‘Cannabis use before safety sensitive work: What delay is prudent?’
McCartney, D., Arkell, T. R., Irwin, C. G., & McGregor, I. S. (2022) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2022.104684 · Cited by 1
Self-citationRius, C., & Saint‐Marcoux, F. (2022) · Annales de Toxicologie Analytique · doi:10.1016/j.toxac.2022.11.006 · Cited by 1
Physical and Cognitive Performance Impairment with Cannabis Consumption in Adults Over 12 hoursPreprint
Abu-Ashour, W., Wahl, M., Anvar, S. H., Bahrami, M., Zahiri, A., Aragão-Santos, J. C., Weber, J. T., & Behm, D. G. (2024) · Research Square · doi:10.21203/rs.3.rs-4823508/v1 · Cited by 1
Applying a cannabis impairment framework to medical cannabis patients
MacCallum, C. A., Christiansen, A. L., Lo, L. A., Pistawka, C. A., Boivin, M. R., & Snider-Adler, M. (2023) · Elsevier eBooks · doi:10.1016/b978-0-323-90036-2.00033-8
Troubles de l’usage du cannabis
Gorelick, D. A. (2023) · Elsevier eBooks · doi:10.1016/b978-2-294-77934-3.00013-5
Neurological and Neuropsychiatric Disorders Affecting Military Personnel and Veterans
(2024) · Frontiers research topics · doi:10.3389/978-2-8325-4656-7
Attitudes toward driving after cannabis use: A systematic review and meta-analysis
Boicu, B., Al-Hakim, D., Yuan, Y., & Brubacher, J. R. (2024) · Transportation Research Part F Traffic Psychology and Behaviour · doi:10.1016/j.trf.2024.08.005
A qualitative exploration of the management of impaired driving in medicinal cannabis patients
Mieran, T., Davey, J. D., & Rowland, B. (2024) · Transportation Research Part F Traffic Psychology and Behaviour · doi:10.1016/j.trf.2024.12.017
McCartney, D., Levoux, J., Gordon, R., Sharman, L. A., Walker, K., Arnold, J. C., & McGregor, I. S. (2025) · Psychopharmacology · doi:10.1007/s00213-025-06833-8
Self-citationCannabinoides en porros de resina de cannabis decomisados en Castilla y León
Tejada, E. T., & Muñoz, J. M. T. (2025) · Anales del Sistema Sanitario de Navarra · doi:10.23938/assn.1126
Gimbel, K. E., & Marco, C. A. (2025) · The American Journal of Emergency Medicine · doi:10.1016/j.ajem.2025.10.008
Driving after cannabis consumption among US adults ages 50 years and older: A short communication
Bonar, E. E., Lei, L., Kirch, M., Hassett, K. P., Solway, E. S., Singer, D., Strunk, S., Roberts, J. S., Malani, P., & Kullgren, J. T. (2025) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2025.112985
Lavoie, S., & Sirois, S. (2025) · Drugs Education Prevention and Policy · doi:10.1080/09687637.2025.2595253
Additional file 3 of Attitudes toward driving after cannabis use: a systematic review
Boicu, B., Al-Hakim, D., Yuan, Y., & Brubacher, J. R. (2024) · Figshare · doi:10.6084/m9.figshare.27129614
Additional file 2 of Attitudes toward driving after cannabis use: a systematic review
Boicu, B., Al-Hakim, D., Yuan, Y., & Brubacher, J. R. (2024) · Figshare · doi:10.6084/m9.figshare.27129611
Additional file 1 of Attitudes toward driving after cannabis use: a systematic review
Boicu, B., Al-Hakim, D., Yuan, Y., & Brubacher, J. R. (2024) · Figshare · doi:10.6084/m9.figshare.27129608
Arkell, T. R., Abelev, S. V., Mills, L., Suraev, A. S., Arnold, J. C., Lintzeris, N., & McGregor, I. S. (2023) · Figshare · doi:10.6084/m9.figshare.24098415
Self-citationTusti, A. G., Chakraborty, R., Chowdhury, T. I., Islam, M. M., Mimi, M. S., & Das, S. (2026) · Accident Analysis & Prevention · doi:10.1016/j.aap.2025.108382
Arkell, T. R., Hayley, A. C., Aitken, B., Hu, X., Manning, B., & Downey, L. A. (2026) · Trials · doi:10.1186/s13063-026-09512-x
Self-citationBird, S., Peterson, R., Kosnett, M. J., Brooks‐Russell, A., & Wrobel, J. (2026) · Journal of Safety Research · doi:10.1016/j.jsr.2026.02.004
Fahreignung und psychische Erkrankung
Brunnauer, A., & Laux, G. (2026) · Springer Reference Medizin · doi:10.1007/978-3-642-45028-0_97-2
Underhill, A., Downey, M., McMahon, I. D., & Harris, N. (2026) · Drugs Education Prevention and Policy · doi:10.1080/09687637.2026.2634870
Matheson, J., Zakala, C., Zhao, S., Battistuzzi, A., Nette, A., Foll, B. L., Wickens, C. M., Wang, W., Chen, S., & Ciano, P. D. (2026) · Drug and Alcohol Dependence Reports · doi:10.1016/j.dadr.2026.100432
Physical Performance Impairment with Cannabis Consumption in Adults Over 12 Hours
Abu-Ashour, W., Wahl, M., Anvar, S. H., Bahrami, M., Zahiri, A., Aragão-Santos, J. C., Weber, J. T., & Behm, D. G. (2026) · Journal of Drug Education · doi:10.1177/00472379261433203
Behzad, D., Bhakta, K., DeConinck, A., Patel, S., & Ciano, P. D. (2026) · Springer eBooks · doi:10.1007/978-3-032-12239-1_7
McNeil, C. (2026) · International Journal of Legal Medicine · doi:10.1007/s00414-026-03805-1
Serr, J., Goel, V. S., Sagaribay, R., Batra, K., & Shah, A. P. (2026) · Children · doi:10.3390/children13050681
Acosta, J. A., & Alvarado, I. (2026) · Cureus · doi:10.7759/cureus.109759
Dell’Acqua, R. G., Hacker, S., Ageze, D., Baird, S., Marcotte, T. D., & Hill, L. L. (2026) · Traffic Injury Prevention · doi:10.1080/15389588.2026.2680240
Koob, G. F., Arends, M. A., McCracken, M. L., & Moal, M. L. (2026) · Elsevier eBooks · doi:10.1016/b978-0-12-816791-5.00001-7
Bombana, H. S., Greve, J. M. D., Sinagawa, D. M., de Oliveira, R. A., Lopes, L. G., Endo, L. G., Carvalho, H. B., Yonamine, M., & Leyton, V. (2026) · Traffic Injury Prevention · doi:10.1080/15389588.2026.2681922
Cannabis, self-ratings of cognition and driving behaviour among older adults: an exploratory study
Stefanidis, K. B., Schiemer, C., & Armstrong, K. (2026) · Transportation Research Part F Traffic Psychology and Behaviour · doi:10.1016/j.trf.2026.103733
Stefanidis, K. B., Larue, G. S., Summers, M. J., Horswill, M. S., Hill, A., & Armstrong, K. (2026) · Transportation Research Part F Traffic Psychology and Behaviour · doi:10.1016/j.trf.2026.103777
Farsalinos, K. E. (2026) · Harm Reduction Journal · doi:10.1186/s12954-026-01517-8
Lombardi, G., Blest‐Hopley, G., Tarantini, M. M., O’Neill, A., Wilson, R. P., O’Daly, O., Giampietro, V., & Bhattacharyya, S. (2026) · Psychopharmacology · doi:10.1007/s00213-026-07183-9
Metadata
- Authors
- McCartney, D., Arkell, T. R., Irwin, C., & McGregor, I. S.
- Affiliations
- The University of Sydney (AU)
- Griffith University (AU)
- Corresponding author
- McCartney, Danielle
- Venue
- Neuroscience & Biobehavioral Reviews
- Publisher
- Elsevier BV
- Published
- 2021-07
- Volume
- 126
- Pages
- 175-193
- ISSN
- 0149-7634 (ISSN-L)
- OpenAlex
- W3121363966
- Cited by
- 170
- References
- 75
- Citations by year
- 2026: 23 · 2025: 30 · 2024: 40 · 2023: 37 · 2022: 26 · 2021: 14
- FWCI
- 3.70
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Neuroscience & Biobehavioral Reviews (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Griffith Research Online (submittedVersion, cc-by-nc-nd)
- Funders
- University of Sydney
- Griffith University
- Topics
- Health Sciences › Medicine › Pharmacology (medical) › Cannabis and Cannabinoid Research
- Physical Sciences › Engineering › Safety, Risk, Reliability and Quality › Traffic and Road Safety
- Life Sciences › Pharmacology, Toxicology and Pharmaceutics › Toxicology › Forensic Toxicology and Drug Analysis
- Keywords
- delta-9-tetrahydrocannabinol, cannabis, driving performance, cognitive impairment, road safety, inhaled cannabis, divided attention, lateral control, tracking, dosage effect
- MeSH terms
- Attention, Humans, Marijuana Smoking, Psychomotor Performance, Dronabinol, Cognitive Dysfunction
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review