Published (in Journals)
Machine learning and the labor market: A portrait of occupational and worker inequities in Canada (2025) with Arif Jetha, Qing Liao, Faraz Vahid Shahidi, Aviroop Biswas, Brendan Smith, and Peter Smith. Social Science and Medicine
Published (with The Dais or the Brookfield Institute)
Art in Artificial intelligence: Impact of Generative AI on Canada's Creative Sector Workers (2026)
Banking on AI: Generative AI Adoption in the Financial Sector (2026)
In Innovation We Trust: The Definitions and Drivers of Trust and Innovation in Canada (2025)
Adoption Ready? The AI Exposure of Jobs and Skills in Canada's Public Sector Workforce (2025)
Waiting for Takeoff: The short-term impact of AI adoption on firm productivity (2024)
The demand for digital skills in Canada's nonprofit sector (2024)
Canada's Non-profit tech workforce (2024)
Canada's Got Tech Talent: Diversity of Canada's Tech workers (2024)
Canada's Got Tech Talent: Canada's Tech workers and their compensation (2024)
Submission for Consultations to the Review of SR&ED (2024)
Submission to HUMA committee on AI and work (2023)
Byte-sized progress: Assessing digital transformation in the Government of Canada (2023)
Flying too close to the Sun: Overoptimism of tech companies during the pandemic (2023)
Digital Journeys: A Path Towards Digital Economic Empowerment for Indigenous Youths in Canada (2023)
Race Alongside the Machines: Occupational Digitalization Trends in Canada, 2006-2021 (2022)
Further and Further Away: Canada's Unrealized Digital Potential (2022)
Into the Scale-up-verse: Exploring The Landscape of Canada's High-performing Firms (2021)
Just Out of Reach: The Elusive Quest to Measure the Digital Economy (2021)
Scale the Gap: Exploring Gender Ownership and Growth Experiences for Canadian Firms (2021)
COVID-19 Crisis and Policy Preferences of Canadian Technology Scale-ups (2020)
I, Human: Digital and Soft Skills in a New Economy (2019)
Lost and Found: Pathways From Disruption to Employment (2019)
Who Are Ontario's Highly Qualified Personnel? (2019)
Scale-up Activity in Ontario (2019)
Who Are Canada's Tech Workers? (2019)
Better, Faster, Stronger: Maximizing the Benefits of Automation for Ontario's Firms and People (2018)
Beyond the $ value: Attitudes, Behaviours, and Aspirations of Ontario's entrepreneurs (2017)
Banking on AI: Generative AI Adoption in the Financial Sector (2026)
In Innovation We Trust: The Definitions and Drivers of Trust and Innovation in Canada (2025)
Adoption Ready? The AI Exposure of Jobs and Skills in Canada's Public Sector Workforce (2025)
Waiting for Takeoff: The short-term impact of AI adoption on firm productivity (2024)
The demand for digital skills in Canada's nonprofit sector (2024)
Canada's Non-profit tech workforce (2024)
Canada's Got Tech Talent: Diversity of Canada's Tech workers (2024)
Canada's Got Tech Talent: Canada's Tech workers and their compensation (2024)
Submission for Consultations to the Review of SR&ED (2024)
Submission to HUMA committee on AI and work (2023)
Byte-sized progress: Assessing digital transformation in the Government of Canada (2023)
Flying too close to the Sun: Overoptimism of tech companies during the pandemic (2023)
Digital Journeys: A Path Towards Digital Economic Empowerment for Indigenous Youths in Canada (2023)
Race Alongside the Machines: Occupational Digitalization Trends in Canada, 2006-2021 (2022)
Further and Further Away: Canada's Unrealized Digital Potential (2022)
Into the Scale-up-verse: Exploring The Landscape of Canada's High-performing Firms (2021)
Just Out of Reach: The Elusive Quest to Measure the Digital Economy (2021)
Scale the Gap: Exploring Gender Ownership and Growth Experiences for Canadian Firms (2021)
COVID-19 Crisis and Policy Preferences of Canadian Technology Scale-ups (2020)
I, Human: Digital and Soft Skills in a New Economy (2019)
Lost and Found: Pathways From Disruption to Employment (2019)
Who Are Ontario's Highly Qualified Personnel? (2019)
Scale-up Activity in Ontario (2019)
Who Are Canada's Tech Workers? (2019)
Better, Faster, Stronger: Maximizing the Benefits of Automation for Ontario's Firms and People (2018)
Beyond the $ value: Attitudes, Behaviours, and Aspirations of Ontario's entrepreneurs (2017)