Disruptive processes and skills mismatches in the new economy: Theorizing social inclusion and innovation as solutions
Abstract
Purpose Analysts predict that disruptive technologies, such as artificial intelligence, will have a monumental impact on the world of work in the coming decades, exacerbating existing skills gaps faster than education systems can adapt. This paper aims to review research on the forecasted impact of technology on labour markets and skill demands over the near term. Furthermore, it outlines how social innovations and inclusion can be leveraged as strategies to mitigate the predicted impact of disruptive technologies. Design/methodology/approach The paper engages in an overview of relevant academic literature, policy and industry reports focussing on disruptive technologies, labour market “skills gaps” and training to identify ongoing trends and prospective solutions. Findings This paper identifies an array of predictions, made in studies and reports, about the impact of disruptive technologies on labour markets. It outlines that even conservative estimates can be expected to considerably exacerbate existing skills gaps. In turn, it identifies work-integrated learning and technology-enabled talent matching platforms as tools, which could be used to mitigate the effects of disruptive technologies on labour markets. It argues that there is a need for rigorous evaluation of innovative programmes being piloted across jurisdictions. Research limitations/implications This paper focusses on these dynamics primarily as they are playing out in Canada and similar Western countries. However, our review and conclusions are not generalizable to other regions and economies at different stages of development. Further work is needed to ascertain how disruptive technologies will affect alternative jurisdictions. Social implications While “future of work” debates typically focus on technology and deterministic narratives, this paper points out that social innovations in training and inclusive technologies could prove useful in helping societies cope with the labour market effects of disruptive technologies. Originality/value This paper provides a state-of-the-art review of the existing literature on the labour market effects of novel technologies. It contributes original insights into the future of work debates by outlining how social innovation and inclusion can be used as tools to address looming skills mismatches over the short to medium term.
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Technological advancements are one of the main causes of changing demand.
“with technological advancements considered one of the main causes of changing demand [3,4].”
From Exploring the Impact of AI Tools on Cognitive Skills: A Comparative Analysis (2025) · cites this paper as [3]
Cites
DiMaggio, P. J., & Powell, W. W. (1983) · American Sociological Review · doi:10.2307/2095101 · Cited by 38,435 · see citing works
Institutionalized Organizations: Formal Structure as Myth and Ceremony
Meyer, J. W., & Rowan, B. (1977) · American Journal of Sociology · doi:10.1086/226550 · Cited by 28,308 · see citing works
DiMaggio, P. (1983) · American Sociological Review · Cited by 9,078 · see citing works
Bertrand, M., & Mullainathan, S. (2004) · American Economic Review · doi:10.1257/0002828042002561 · Cited by 4,504 · see citing works
Technical change, inequality, and the labor market
Acemoglu, D. (2002) · Journal of Economic Literature · doi:10.1257/jel.40.1.7 · Cited by 1,767 · see citing works
Workers without employers: shadow corporations and the rise of the gig economy
Friedman, G. (2014) · Review of Keynesian Economics · doi:10.4337/roke.2014.02.03 · Cited by 723 · see citing works
The History of Technological Anxiety and the Future of Economic Growth: Is This Time Different?
Mokyr, J., Vickers, C., & Ziebarth, N. L. (2015) · Journal of Economic Perspectives · doi:10.1257/jep.29.3.31 · Cited by 698 · see citing works
Oreopoulos, P. (2011) · American Economic Journal: Economic Policy · doi:10.1257/pol.3.4.148 · Cited by 642 · see citing works
Artificial intelligence: the next digital frontier?
Bughin, J., Hazan, E., Ramaswamy, S., Chui, M., Allas, T., Dahlström, P., Henke, N., & Trench, M. (2017) · Cited by 569 · see citing works
The Fourth Industrial Revolution: Issues and Implications for Career Research and Practice
Hirschi, A. (2018) · The Career Development Quarterly · doi:10.1002/cdq.12142 · Cited by 516 · see citing works
Ethnic Discrimination in Germany’s Labour Market: A Field Experiment
Kaas, L., & Manger, C. (2012) · German Economic Review · doi:10.1111/j.1468-0475.2011.00538.x · Cited by 509 · see citing works
Whitened Résumés: Race and Self-Presentation in the Labor Market
Kang, S. K., DeCelles, K. A., Tilcsik, A., & Jun, S. (2016) · Administrative Science Quarterly · doi:10.1177/0001839216639577 · Cited by 441 · see citing works
Fear and hope in an age of mass automation: debating the future of work
Spencer, D. (2018) · New Technology Work and Employment · doi:10.1111/ntwe.12105 · Cited by 235 · see citing works
College major, internship experience, and employment opportunities: Estimates from a résumé audit
Nunley, J. M., Pugh, A., Romero, N., & Seals, A. (2015) · Labour Economics · doi:10.1016/j.labeco.2015.11.002 · Cited by 224 · see citing works
The Impact of Automation on Employment: Just the Usual Structural Change?
Vermeulen, B., Kesselhut, J., Pyka, A., & Saviotti, P. P. (2018) · Sustainability · doi:10.3390/su10051661 · Cited by 185 · see citing works
Do Anonymous Job Application Procedures Level the Playing Field?
Åslund, O., & Skans, O. N. (2012) · Industrial and Labor Relations Review · doi:10.1177/001979391206500105 · Cited by 147 · see citing works
Freudenberg, B., Brimble, M., & Cameron, C. (2011) · Griffith Research Online · Cited by 104 · see citing works
Computerization Threatens One Third of Finnish EmploymentPreprint
Pajarinen, M., & Rouvinen, P. (2014) · RePEc: Research Papers in Economics · Cited by 95 · see citing works
Oreopoulos, P., & Dechief, D. (2012) · SSRN Electronic Journal · doi:10.2139/ssrn.2018047 · Cited by 86 · see citing works
Why Do Skilled Immigrants Struggle in the Labor Market? A Field Experiment with Six Thousand Resumes
Oreopoulos, P. (2009) · National Bureau of Economic Research · doi:10.3386/w15036 · Cited by 78 · see citing works
Olitsky, N. H. (2013) · Research in Higher Education · doi:10.1007/s11162-013-9310-y · Cited by 69 · see citing works
Door Opener or Waste of Time? The Effects of Student Internships on Labor Market OutcomesPreprint
Saniter, N., & Siedler, T. (2014) · SSRN Electronic Journal · doi:10.2139/ssrn.2432425 · Cited by 60 · see citing works
Discrimination against immigrants – measurement, incidence and policy instruments
OECD (2013) · International migration outlook · doi:10.1787/migr_outlook-2013-7-en · Cited by 43 · see citing works
A [Critical] Ecological Model to Enabling Change: Promoting Diversity and Inclusion
Cukier, W., Gagnon, S. M., Lindo, L. M., Hannan, C., & Amato, S. (2013) · Emerald Group Publishing Limited eBooks · doi:10.1108/s2046-6072(2013)0000002017 · Cited by 29 · see citing works
Walters, D., & Zarifa, D. (2008) · Journal of Vocational Education and Training · doi:10.1080/13636820802591863 · Cited by 28 · see citing works
The role of work placement in engineering students' academic performance
Blicblau, A. S., Nelson, T. L., & Dini, K. (2016) · Swinburne figshare (Swinburne University of Technology) · Cited by 24 · see citing works
Labor market discrimination of minorities? yes, but not in job offers
Bøg, M., & Kranendonk, E. (2011) · Munich Personal RePEc Archive (Ludwig Maximilian University of Munich) · Cited by 18 · see citing works
Who Goes into STEM Disciplines? Evidence from the Youth in Transition Survey
Finnie, R., & Childs, S. (2018) · Canadian Public Policy · doi:10.3138/cpp.2017-077 · Cited by 15 · see citing works
Legitimacy at the ‘Margins’: Promotional Strategies in the Canadian For-Profit College Sector
Milian, R. P. (2018) · Canadian Journal of Higher Education · doi:10.7202/1050842ar · Cited by 14 · see citing works
Mueller, R., Truong, N. T. K., & Smoke, W. (2018) · Canadian Public Policy · doi:10.3138/cpp.2017-073 · Cited by 11 · see citing works
Differentiating universities: some insights from organization studies
Milian, R. P. (2017) · Policy Reviews in Higher Education · doi:10.1080/23322969.2017.1396556 · Cited by 10 · see citing works
Earnings of postsecondary graduates by detailed field of study
Frenette, M. (2016) · Cited by 8 · see citing works
Thomson, A., Veall, M. R., & Sweetman, A. (2018) · Canadian Public Policy · doi:10.3138/cpp.2017-070 · Cited by 7 · see citing works
The talented Mr. Robot: The impact of automation on Canada’s workforce
Lamb, C. (2021) · doi:10.32920/ryerson.14638341 · Cited by 7 · see citing works
Banerjee, R., Reitz, J. G., & Oreopoulos, P. (2021) · doi:10.32920/ryerson.14638335 · Cited by 7 · see citing works
Future-proof: preparing young Canadians for the future of work
Lamb, C., & Doyle, S. (2021) · doi:10.32920/ryerson.14636232 · Cited by 6 · see citing works
Finnie, R., Pavlic, D., & Childs, S. (2018) · Canadian Public Policy · doi:10.3138/cpp.2018-051 · Cited by 4 · see citing works
Impact evaluation of Anonymous CVsPreprint
Behaghel, L., Crépon, B., & Barbanchon, T. L. (2011) · RePEc: Research Papers in Economics · Cited by 1 · see citing works
Flagged first, then by citations
1 of the 39 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Artificial Intelligence as a Disruptive Technology—A Systematic Literature Review
Păvăloaia, V.-D., & Necula, S.-C. (2023) · Electronics · doi:10.3390/electronics12051102 · Cited by 290 · see citing works
Understanding and measuring skill gaps in Industry 4.0 — A review
Rikala, J., Braun, G., Järvinen, M., Stahre, J., & Hämäläinen, R. (2024) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2024.123206 · Cited by 228 · see citing works
Sharma, M., Luthra, S., Joshi, S. K., & Kumar, A., V (2022) · International Journal of Manpower · doi:10.1108/ijm-02-2021-0085 · Cited by 130 · see citing works
Santana, M., & Díaz-Fernández, M. (2023) · Review of Managerial Science · doi:10.1007/s11846-022-00613-w · Cited by 105 · see citing works
Person–Skill Fit: Why a New Form of Employee Fit Is Required
Gal, H. C. (2023) · Academy of Management Perspectives · doi:10.5465/amp.2022.0024 · Cited by 36 · see citing works
Bridging Skill Gaps – A Systematic Literature Review of Strategies for Industry
Braun, G., Rikala, J., Järvinen, M., Hämäläinen, R., & Stahre, J. (2024) · Advances in transdisciplinary engineering · doi:10.3233/atde240209 · Cited by 16 · see citing works
Vuoriainen, A., Rikala, J., Heilala, V., Lehesvuori, S., Öz, Ş., Kettunen, L., & Hämäläinen, R. (2024) · European Journal of Engineering Education · doi:10.1080/03043797.2024.2432440 · Cited by 16 · see citing works
The emergence of the new globalization: the approach of the evolutionary structural triptych
Vlados, C. M., & Chatzinikolaou, D. (2024) · Journal of Global Responsibility · doi:10.1108/jgr-04-2023-0063 · Cited by 12 · see citing works
Kumar, G., Sharma, D., & Bhardwaj, B. (2025) · The International Journal of Management Education · doi:10.1016/j.ijme.2025.101221 · Cited by 15 · see citing works
Credit Transfer, Articulation & The Future of Work: Towards a Federal Strategy
Milian, R. P., & Munro, Y. (2020) · Canadian Journal of Higher Education · doi:10.47678/cjhe.vi0.188769 · Cited by 12 · see citing works
Wang, D., Jiao, R., & Wang, H. (2023) · Current Psychology · doi:10.1007/s12144-023-05333-2 · Cited by 7 · see citing works
Forecasting the impacts of the “future of work” on universities: a sociological perspective
Milian, R. P., & Davies, S. (2020) · On the Horizon The International Journal of Learning Futures · doi:10.1108/oth-11-2019-0080 · Cited by 6 · see citing works
Miar, M. (2025) · Discover Sustainability · doi:10.1007/s43621-025-01947-7 · Cited by 5 · see citing works
Exploring the Impact of AI Tools on Cognitive Skills: A Comparative Analysis
Musazade, N., Mezei, J., & Wang, X. (2025) · Algorithms · doi:10.3390/a18100631 · Cited by 4 · see citing works
“Recent studies and reports indicate the presence of a skill gap across different professions [1,2], with technological advancements considered one of the main causes of changing demand [3,4].”
Das, M. A. (2021) · International Journal of Innovative Technology and Exploring Engineering · doi:10.35940/ijitee.g9058.0510721 · Cited by 4 · see citing works
Exploring Nature and Causes of Skills Mismatch in Informal Economy
Hemlata Sharma Preeti Sharma, P. S. (2025) · doi:10.52783/eel.v15i1.2387 · Cited by 1 · see citing works
The Role of Governments, Employers, and Platforms to Cope With the Skill Gaps in Industry 4.0
Mood, M. M., Ghamary, M., & Youshanlouei, H. R. (2025) · Advances in computational intelligence and robotics book series · doi:10.4018/979-8-3693-7478-8.ch006 · Cited by 1 · see citing works
Digital Public Intrapreneurship and Digital Public Entrepreneurship
Cuillerier, M. (2024) · Advances in electronic government, digital divide, and regional development book series · doi:10.4018/979-8-3693-2363-2.ch013 · Cited by 1 · see citing works
Kumar, G., Sharma, D., & Bhardwaj, B. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5117274
The Role of Technology and Innovation on the New Economy Transformation
Mbugua, M. W. (2025) · African Multidisciplinary Journal of Research · doi:10.71064/spu.amjr.1.1.2025.371
Azzahra, S. (2025) · Jurnal Ilmiah Teknik Informatika dan Komunikasi · doi:10.55606/juitik.v5i2.1022
Globalization, Security Challenges, and the Evolving Landscape for Contemporary Democracies
Ghosh, O., & Kumar, B. (2025) · IGI Global eBooks · doi:10.4018/979-8-3373-1355-9.ch004
Hutagalung, D. S. (2025) · Jurnal Ilmu Manajemen Ekonomi dan Kewirausahaan · doi:10.55606/jimek.v5i2.5883
Owusu-Acheampong, E., Morrison, C. C., Afriyie, E. O., Enyan, J. A., & Ampong, I. O.-A. (2026) · Higher Education Skills and Work-based Learning · doi:10.1108/heswbl-02-2026-0149
- Authors
- Cukier, W.
- Affiliations
- Toronto Metropolitan University (CA)
- Corresponding author
- Cukier, Wendy
- ORCID
- Cukier, Wendy
- Venue
- Journal of Global Responsibility
- Publisher
- Emerald
- Published
- 2019-08-15
- Volume
- 10
- Issue
- 3
- Pages
- 211-225
- ISSN
- 2041-2568 (ISSN-L)
- OpenAlex
- W2944855091
- Cited by
- 24
- References
- 39
- Citations by year
- 2026: 1 · 2025: 10 · 2024: 5 · 2023: 3 · 2022: 2 · 2021: 1 · 2020: 2
- FWCI
- 1.56
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Global Responsibility (publishedVersion)
- Topics
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Labor market dynamics and wage inequality
- Social Sciences › Sociology and Political Science › Digital Economy and Work Transformation
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Labor Market and Education
- Keywords
- disruptive technologies, skills mismatch, future of work, labour market impact, artificial intelligence, skills gap, work-integrated learning, social innovation, inclusive technology, employee training
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