Gauhar, Ghazal (2025) Cannabis Legalization and Cognitive Skills of Canadians A Difference-in-Differences Analysis. Masters thesis, Concordia University.
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Abstract
The legalization of recreational cannabis in Canada in 2018 marked one of the most pivotal
public policy shifts of the past decade, drawing attention to its broader social and cognitive
effects. This study examines how adult cognitive skills in Canada evolved over the decade surrounding
the legalization of recreational cannabis in 2018. Using nationally representative
microdata from the 2012 and 2022 waves of the Programme for the International Assessment
of Adult Competencies (PIAAC), the analysis compares changes in literacy, numeracy,
and problem-solving scores in Canada with those observed in Germany and Ireland, two advanced
economies that did not implement similar legislative reforms during the same period.
The study applies a difference-in-differences framework and controls for demographic and
educational factors, focusing on population-level patterns rather than individual behavioural
responses. Across all three countries, average cognitive scores increased between 2012 and
2022, but the magnitude of improvement differed. The estimates indicate that gains in Canada
were smaller than those observed in the pooled comparison group, although the differences
were modest and consistent with descriptive evidence. These results should be interpreted as
relative changes in national trends rather than as evidence of a direct effect of legalization. The
findings contribute to a limited body of research linking large-scale policy environments to
standardized skill outcomes among adults and highlight the importance of considering demographic
change, educational systems, and broader social developments when interpreting shifts
in national performance. Moreover, this study adds to the literature that looks at how wider
policy settings relate to adult skill outcomes. They also serve as a reminder that demographic
aging, differences in education systems, and other social or economic developments all shape
how cognitive scores move over time.
| Divisions: | Concordia University > Faculty of Arts and Science > Economics |
|---|---|
| Item Type: | Thesis (Masters) |
| Authors: | Gauhar, Ghazal |
| Institution: | Concordia University |
| Degree Name: | M.A. |
| Program: | Economics |
| Date: | December 2025 |
| Thesis Supervisor(s): | Sigouin, Christian |
| Keywords: | Cannabis legalization; cognitive skills; difference-in-differences; adult literacy and numeracy; problem-solving skills; PIAAC; cross-country comparison; Canada; Germany; Ireland; population-level analysis; education and human capital |
| ID Code: | 996625 |
| Deposited By: | Ghazal Gauhar |
| Deposited On: | 29 Jun 2026 14:23 |
| Last Modified: | 29 Jun 2026 14:23 |
| Additional Information: | This thesis examines population-level changes in adult cognitive skills in Canada that evolved around the legalization of recreational cannabis, using internationally comparable survey data. The analysis emphasizes relative trends across countries rather than causal effects and highlights the role of demographic and educational factors in shaping national skill outcomes. |
References:
Bahji, Anees, Sandeep Kaur, Dan Devoe, and Scott Patten. 2022. “Trends in Canadian cannabisconsumption over time: a two-step meta-analysis of Canadian household survey data.” Canadian
Journal of Addiction 13 (3): 6–13.
Broyd, Samantha J, Hendrika H Van Hell, Camilla Beale, Murat Yuecel, and Nadia Solowij. 2016.
“Acute and chronic effects of cannabinoids on human cognition—a systematic review.” Biological
psychiatry 79 (7): 557–567.
Doggett, Amanda, Kyla L Belisario, Andre J McDonald, Mahmood Gohari, Scott T Leatherdale,
James G Murphy, and James Mackillop. 2025. “Evaluating the impact of Canadian cannabis
legalization on cannabis use outcomes in emerging adults: Comparisons to a US control sample
via a natural experiment.” International Journal of Drug Policy 136:104686.
George, Tony P, Kevin P Hill, and Franco J Vaccarino. 2018. “Cannabis legalization and psychiatric
disorders: Caveat “hemp-tor”.” The Canadian Journal of Psychiatry 63 (7): 447–450.
Grant, Igor, Raul Gonzalez, Catherine L Carey, Loki Natarajan, and Tanya Wolfson. 2003. “Nonacute
(residual) neurocognitive effects of cannabis use: a meta-analytic study.” Journal of the
International Neuropsychological Society 9 (5): 679–689.
Hall,Wayne, and Michael Lynskey. 2020. “Assessing the public health impacts of legalizing recreational
cannabis use: the US experience.” World psychiatry 19 (2): 179–186.
Hammond, David, Samantha Goodman, Elle Wadsworth, Vicki Rynard, Christian Boudreau, and
Wayne Hall. 2020. “Evaluating the impacts of cannabis legalization: the International Cannabis
Policy Study.” International Journal of Drug Policy 77:102698.
Lorenzetti, Valentina, Eva Hoch, andWayne Hall. 2020. “Adolescent cannabis use, cognition, brain
health and educational outcomes: A review of the evidence.” European Neuropsychopharmacology
36:169–180.
Marie, Olivier, and Ulf Zölitz. 2017. ““High” achievers? Cannabis access and academic performance.”
The Review of Economic Studies 84 (3): 1210–1237.
Meier, Madeline H, Avshalom Caspi, Antony Ambler, HonaLee Harrington, Renate Houts, Richard
SE Keefe, Kay McDonald, Aimee Ward, Richie Poulton, and Terrie E Moffitt. 2012. “Persistent
cannabis users show neuropsychological decline from childhood to midlife.” Proceedings
of the National Academy of Sciences 109 (40): E2657–E2664.
19
Mokrysz, Claire, Rebecca Landy, Suzanna H Gage, Marcus R Munafo, Jonathan P Roiser, and H
Valerie Curran. 2016. “Are IQ and educational outcomes in teenagers related to their cannabis
use? A prospective cohort study.” Journal of Psychopharmacology 30 (2): 159–168.
Rubin-Kahana, Dafna Sara, Jean-François Crépault, Justin Matheson, and Bernard Le Foll. 2022.
“The impact of cannabis legalization for recreational purposes on youth: A narrative review
of the Canadian experience.” Frontiers in psychiatry 13:984485.
Schwarz, Christina, and Lukas Maschmann. 2022. “Being High, Feeling Low? Effects of Recreational
Marijuana Legalization Policies on Mental Health.”
Scott, J Cobb, Samantha T Slomiak, Jason D Jones, Adon FG Rosen, Tyler M Moore, and Ruben
C Gur. 2018. “Association of cannabis with cognitive functioning in adolescents and young
adults: a systematic review and meta-analysis.” JAMA psychiatry 75 (6): 585–595.
Vacaflor, Blanca E, Olivier Beauchet, G Eric Jarvis, Alessandra Schavietto, and Soham Rej. 2020.
“Mental health and cognition in older cannabis users: a review.” Canadian Geriatrics Journal
23 (3): 242.
Wadsworth, Elle, Nick Cristiano, Robert Gabrys, Justine Renard, and David Hammond. 2025.
“Cannabis consumption among adults aged 55–65 in Canada, 2018–2021.” Journal of Drug
Issues 55 (1): 33–49.
Weinberger, Andrea H, Katarzyna Wyka, June H Kim, Rosanna Smart, Michael Mangold, Ellen
Schanzer, Melody Wu, and Renee D Goodwin. 2022. “A difference-in-difference approach
to examining the impact of cannabis legalization on disparities in the use of cigarettes and
cannabis in the United States, 2004–17.” Addiction 117 (6): 1768–1777.
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