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New social relations of digital technology and the future of work: Beyond technological determinism
Open accessAbstract
This introduction sets out the context for the Special Issue and offers an in‐depth reflection on key themes addressed by our contributors. The Special Issue aims to place the social relations of production at the centre of debates about technology and the future of work, and create space for greater critical reflection on what it means to go ‘beyond technological determinism’. We identify ways in which aspects of technological determinism continue to influence debates on technology, the labour process and industrial relations, despite efforts to reject it. We argue that this influence is manifested in some persistent problems within the literature including overly rigid periodisations (such as ‘platform capitalism’), a narrow conceptual repertoire (which reifies notions like ‘algorithmic control’) and a constricted empirical focus. We elucidate the value of a social shaping of technology (SST) approach to overcome these challenges and provide a brief overview of the articles contained within the issue.
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Overview
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TL;DR
This editorial introduction to a *New Technology, Work and Employment* special issue argues that technological determinism persists residually in work and employment research despite widespread rejection, and proposes the social shaping of technology (SST) approach as a corrective. It identifies three problematic trends—rigid periodisation, a narrow conceptual repertoire, and a narrow empirical focus—and previews the issue's contributions.
Key findings
As an editorial, the paper's claims are conceptual rather than empirical:
- Technological determinism persists in three forms: "overly rigid periodisations (such as 'platform capitalism'), a narrow conceptual repertoire (which reifies notions like 'algorithmic control') and a constricted empirical focus."
- The "algorithmic" prefix has been applied to an increasingly diverse set of work aspects—"algorithmic governance," "algorithmic surveillance," "algorithmic boss," "algorithmic labour," "algorithmic information asymmetries," "algorithmic pricing," "algorithmic uncertainty," "algorithmic despotism"—reifying technology and concealing distinctions.
- Divergent findings on algorithmic control are rarely debated: Kellogg et al. (2020, p. 388) describe an "algorithmic cage" that is "more encompassing, instantaneous, interactive, opaque and disintermediating" than historical regimes, whereas Wood et al. (2018, p. 15) argue remote gig work "is a long way from being an 'assembly line in the head'" and emphasise autonomy, task variety and flexibility.
- Non-algorithmic technologies matter: Mathew's (2008) study of New York taxi drivers shows compulsory GPS tracking and credit card payment roll-out shifted power to firms and brokers without any algorithms, predating platform technology.
Methods
Conceptual/editorial article: a critical review of literature on technology, the labour process and industrial relations, drawing on SST and SCOT traditions (MacKenzie & Wajcman, 1999; Williams & Edge, 1996; Orlikowski, 1992) to diagnose determinist tendencies. It then summarises the special issue's contributions, which span the global South (India, China, Chile) and global North (Italy, Norway/UK, Belgium) and use labour process, political economy, STS/SST and ethnographic approaches. No primary data collection is reported; the paper notes the special issue was supported by the ESRC (grant ES/S012532/1) via the Digital Futures at Work Research Centre.
Limitations
The paper states that snapshot case studies and ethnographic methods "almost inevitably produce snapshot views of the deployment of new technology, but are nevertheless used as the bases for generalisation," and that longitudinal or "biography of artefacts" research is difficult because "the timescales of technology development, implementation and use are far longer than the duration of typical research projects" (Williams, 2019, p. 155). It also notes that technology design is temporally and spatially separated from work sites, contributing to "the illusion of exogeneity of technology." Evident from the text: as an introduction, it offers no original empirical evidence, and its critique of the field rests on illustrative examples rather than systematic review.
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In the paper
“They show how the prevalence of these competing visions of technology-including enduring scepticism and pessimism as well as optimism and determinism-are inseparable from the social relations of the workplaces.”
§ New social relations of digital technology and the future of work: Beyond technological determinism > THE CONTRIBUTIONS
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- Not matchedcites Leonard et al.
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In the paper
“they show how embedded trade union power in Norway secured both more advanced technological deployment and better outcomes for workers.”
§ New social relations of digital technology and the future of work: Beyond technological determinism > THE CONTRIBUTIONS
What the sources say
- Not matchedcites Lloyd and Payne
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In the paper
“The authors investigate the different ways that actors perceive the role of technology and the future of work, and show how these 'imaginaries' map onto different levels of agency within their case study organisation.”
§ New social relations of digital technology and the future of work: Beyond technological determinism > THE CONTRIBUTIONS
What the sources say
- Not matchedcites Leonard et al.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
plainstates an associationSingle case- Asserted: passes — The authors put it forward as true.
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In the paper
“The problem with such periodisations, based on a belief in the transformative power of certain technological innovations, is that they tend to ignore the complexity of change in sociotechnical systems; usually, by overstating technological novelty and understating social continuity, and ascribing decisive causality to the former.”
§ New social relations of digital technology and the future of work: Beyond technological determinism > THEORETICAL CHALLENGES IN RECENT RESEARCH
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In the paper
“It may also prompt a narrow empirical focus on technologies that capture the popular imagination (currently, anything algorithmic) at the expense of the more mundane but equally important”
§ New social relations of digital technology and the future of work: Beyond technological determinism > INTRODUCTION
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In the paper
§ New social relations of digital technology and the future of work: Beyond technological determinism > TECHNOLOGICAL DETERMINISM AND ITS DISCONTENTS
“(Aksoy et al., 2020;Antón et al., 2022;Chung & Lee, 2023)”
§ New social relations of digital technology and the future of work: Beyond technological determinism > References
“2. Aksoy, C.G., Özcan, B. & Philipp, J. (2021) Robots and the gender pay gap in Europe.”
Rated minor: it would not touch a result — a value no result rests on, a p-value that stays on the same side of the significance level, or a conflict that is clerical, resolved elsewhere in the paper, or outside its own findings.
In the paper
§ New social relations of digital technology and the future of work: Beyond technological determinism > THE CONTRIBUTIONS
“Parth et al. also focus on India, analysing the intersections of simultaneous online and offline organising among delivery riders, via the notion of 'phygital space'.”
§ New social relations of digital technology and the future of work: Beyond technological determinism > References
“56. Parth, S., Bathini, D.R. & Kandathil, G. (2021) Actions in phygital space: work solidarity and collective action among app-based cab drivers in India.”
Citations
Cites
The future of employment: How susceptible are jobs to computerisation?
Frey, C. B., & Osborne, M. A. (2017) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2016.08.019 · Cited by 8,727
The Skill Content of Recent Technological Change: An Empirical Exploration
Autor, D. H., Levy, F., & Murnane, R. J. (2003) · The Quarterly Journal of Economics · doi:10.1162/003355303322552801 · Cited by 6,205
The Duality of Technology: Rethinking the Concept of Technology in Organizations
Orlikowski, W. J. (1992) · Organization Science · doi:10.1287/orsc.3.3.398 · Cited by 4,957
Algorithms at Work: The New Contested Terrain of Control
Kellogg, K. C., Valentine, M. A., & Christin, A. (2020) · Academy of Management Annals · doi:10.5465/annals.2018.0174 · Cited by 2,732
Automation and New Tasks: How Technology Displaces and Reinstates Labor
Acemoglu, D., & Restrepo, P. (2019) · Journal of Economic Perspectives · doi:10.1257/jep.33.2.3 · Cited by 2,612
10 Sociomateriality: Challenging the Separation of Technology, Work and Organization
Orlikowski, W. J., & Scott, S. V. (2008) · Academy of Management Annals · doi:10.5465/19416520802211644 · Cited by 2,571
Good Gig, Bad Gig: Autonomy and Algorithmic Control in the Global Gig Economy
Wood, A. J., Graham, M., Lehdonvirta, V., & Hjorth, I. (2019) · Work, Employment and Society · doi:10.1177/0950017018785616 · Cited by 2,209
Graetz, G., & Michaels, G. (2018) · The Review of Economics and Statistics · doi:10.1162/rest_a_00754 · Cited by 1,971
The Social Shaping of Technology
Williams, R., & Edge, D. (1996) · Technologies Visions and Realities · doi:10.1093/oso/9780198774594.003.0004 · Cited by 1,743
Artificial Intelligence in Human Resources Management: Challenges and a Path Forward
Tambe, P., Cappelli, P., & Yakubovich, V. (2019) · California Management Review · doi:10.1177/0008125619867910 · Cited by 1,609
Algorithmic Labor and Information Asymmetries: A Case Study of Uber’s Drivers
(2016) · International journal of communication · Cited by 990
van Doorn, N. (2017) · Information, Communication & Society · doi:10.1080/1369118x.2017.1294194 · Cited by 941
The social shaping of technology
Williams, R., & Edge, D. (1996) · Research Policy · doi:10.1016/0048-7333(96)00885-2 · Cited by 917
Inventing the Future: Postcapitalism and a World Without Work
Srnicek, N., & Williams, A. (2015) · City Research Online (City University London) · Cited by 908
Working with Machines: The Impact of Algorithmic and Data-Driven Management on Human Workers
Lee, M. K., Kusbit, D., Metsky, E., & Dabbish, L. (2015) · Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems · doi:10.1145/2702123.2702548 · Cited by 823
Leonardi, P. M., & Barley, S. R. (2010) · Academy of Management Annals · doi:10.5465/19416521003654160 · Cited by 733
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
Theoretical foundations for the study of sociomateriality
Leonardi, P. M. (2013) · Information and Organization · doi:10.1016/j.infoandorg.2013.02.002 · Cited by 654
Algorithmic Control in Platform Food Delivery Work
Griesbach, K., Reich, A., Elliott-Negri, L., & Milkman, R. (2019) · Socius: Sociological Research for a Dynamic World · doi:10.1177/2378023119870041 · Cited by 443
Anwar, M. A., & Graham, M. (2021) · Competition & Change · doi:10.1177/1024529420914473 · Cited by 429
Anwar, M. A., & Graham, M. (2020) · Environment and Planning A: Economy and Space · doi:10.1177/0308518x19894584 · Cited by 350
Gender and Technology in the Making
West, J., Cockburn, C., & Ormrod, S. (1996) · The British Journal of Sociology · doi:10.2307/591373 · Cited by 330
Crompton, R., & Jones, G. (1984) · doi:10.1007/978-1-349-17477-5 · Cited by 300
Sociomateriality — Taking the wrong turning?
Mutch, A. (2013) · Information and Organization · doi:10.1016/j.infoandorg.2013.02.001 · Cited by 256
Chen, Y.-J. (2017) · New Media & Society · doi:10.1177/1461444817729149 · Cited by 256
‘My Life Is More Valuable Than This’: Understanding Risk among On-Demand Food Couriers in Edinburgh
Gregory, K. (2021) · Work, Employment and Society · doi:10.1177/0950017020969593 · Cited by 208
The Shopfloor Politics of New Technology.
Tolbert, P. S., & Wilkinson, B. (1984) · Industrial and Labor Relations Review · doi:10.2307/2523693 · Cited by 208
Job Redesign : Critical Perspectives on the Labour Process
Knights, D., Willmott, H. C., & COLLINSON, D. L. (1985) · Lancaster EPrints (Lancaster University) · Cited by 197
Addressing Technological Change: The Challenge to Social Theory
Wajcman, J. (2002) · Current Sociology · doi:10.1177/0011392102050003004 · Cited by 191
Shaping technology, guiding policy: concepts, spaces and tools
Sørensen, K. H., & Williams, R. S. B. (2002) · Cited by 179
Automation and the future of work: A social shaping of technology approach
Howcroft, D., & Taylor, P. (2022) · New Technology Work and Employment · doi:10.1111/ntwe.12240 · Cited by 176
New new technologies: the future and the present of work in information and communication technology
Holtgrewe, U. (2014) · New Technology, Work and Employment · doi:10.1111/ntwe.12025 · Cited by 171
Black box or hidden abode? The expansion and exposure of platform work managerialism
Moore, P., & Joyce, S. (2019) · Review of International Political Economy · doi:10.1080/09692290.2019.1627569 · Cited by 149
Self-citationPlatform Work in the European Union: Lessons Learned, Legal Developments and Challenges Ahead
Aloisi, A. (2020) · European Labour Law Journal · doi:10.1177/20319525211062557 · Cited by 135
Sociomateriality — taking the wrong turning? A response to Mutch
Scott, S., & Orlikowski, W. J. (2013) · Information and Organization · doi:10.1016/j.infoandorg.2013.02.003 · Cited by 120
Robots and the gender pay gap in Europe
Aksoy, C. G., Özcan, B., & Philipp, J. (2021) · European Economic Review · doi:10.1016/j.euroecorev.2021.103693 · Cited by 115
The Warehouse: Workers and Robots at Amazon
Delfanti, A. (2021) · Pluto Press eBooks · doi:10.2307/j.ctv2114fnm · Cited by 112
At what price? Labour politics and calculative power struggles in on-demand food delivery
Doorn, N. V. (2020) · Work Organisation, Labour & Globalisation · doi:10.13169/workorgalaboglob.14.1.0136 · Cited by 96
Women in the gig economy: feminising ‘digital labour’
James, A. (2022) · Work in the Global Economy · doi:10.1332/273241721x16448410652000 · Cited by 92
The Means of Management Control
Storey, J. (1985) · Sociology · doi:10.1177/0038038585019002004 · Cited by 91
Understanding Conflict in the Labour Process: The Logic and Autonomy of Struggle
Edwards, P. K. (1990) · Labour Process Theory · doi:10.1007/978-1-349-20466-3_4 · Cited by 89
Dynamics of information technology implementation
Fleck, J., Webster, J., & Williams, R. (1990) · Futures · doi:10.1016/0016-3287(90)90131-z · Cited by 85
A double‐edged sword?: a critical evaluation of the mobile phone in creating work–life balance
Dén‐Nagy, I. (2014) · New Technology Work and Employment · doi:10.1111/ntwe.12031 · Cited by 77
‘Plus ca change, plus la meme chose?'—researching and theorising the ‘new’ new technologies
Howcroft, D., & Taylor, P. (2014) · New Technology, Work and Employment · doi:10.1111/ntwe.12026 · Cited by 74
Briken, K., & Taylor, P. (2018) · Industrial Relations Journal · doi:10.1111/irj.12232 · Cited by 68
Work by app: algorithmic management and working conditions of Uber drivers in Brazil
Amorim, H. J. D., & Moda, F. B. (2020) · Work Organisation Labour & Globalisation · doi:10.13169/workorgalaboglob.14.1.0101 · Cited by 54
Morales, K., & Stecher, A. (2022) · New Technology Work and Employment · doi:10.1111/ntwe.12258 · Cited by 51
Thompson, P., & Laaser, K. (2021) · Work in the Global Economy · doi:10.1332/273241721x16276384832119 · Cited by 44
The labour market impact of robotisation in Europe
Antón, J., Klenert, D., Fernández‐Macías, E., Brancati, M. C. U., & Alaveras, G. (2020) · Econstor (Econstor) · Cited by 44
Parth, S., Bathini, D. R., & Kandathil, G. M. (2021) · New Technology Work and Employment · doi:10.1111/ntwe.12223 · Cited by 42
Marketization: How Capitalist Exchange Disciplines Workers and Subverts Democracy
Greer, I., & Umney, C. (2022) · Bloomsbury Publishing Plc eBooks · doi:10.5040/9781350296855 · Cited by 37
Self-citationThe Evolving Impact of Robots on Jobs
Chung, J., & Lee, Y. S. (2022) · Industrial and Labor Relations Review · doi:10.1177/00197939221137822 · Cited by 37
Confronting Dystopia: The New Technological Revolution and the Future of Work
(2018) · Cornell University Press eBooks · doi:10.7591/9781501719868 · Cited by 34
Taxi! Cabs and Capitalism in New York City
Hodges, G. R. (2009) · Journal of American Ethnic History · doi:10.2307/40543402 · Cited by 32
Digitalised management, control and resistance in platform work: a labour process analysis
Joyce, S., & Stuart, M. (2021) · Work and Labour Relations in Global Platform Capitalism · doi:10.4337/9781802205138.00017 · Cited by 30
Self-citationWhy platform capitalism is not the future of work
Azzellini, D., Greer, I., & Umney, C. (2022) · Work in the Global Economy · doi:10.1332/273241721x16666858545489 · Cited by 25
Self-citationEditorial: chronicling the information revolution
Baldry, C. (2011) · New Technology, Work and Employment · doi:10.1111/j.1468-005x.2011.00267.x · Cited by 17
Temporality, space and technology: time‐space discourses of call centres
Ibrahim, Y. (2012) · New Technology Work and Employment · doi:10.1111/j.1468-005x.2012.00275.x · Cited by 14
The Social Shaping of Technology (SST)
Williams, R. (2019) · Science, Technology, and Society · doi:10.1017/9781316691489.006 · Cited by 13
Unlearning and consent in the UK Fire and Rescue Service
Brooks, J., Grugulis, I., & Cook, H. (2022) · Human Relations · doi:10.1177/00187267211031179 · Cited by 10
Bronowicka, J., & Ivanova, M. (2020) · SSRN Electronic Journal · doi:10.2139/ssrn.3624087 · Cited by 9
Fraher, A. L. (2015) · New Technology Work and Employment · doi:10.1111/ntwe.12050 · Cited by 8
The labour market impact of robotisation in Europe
Antón, J., Klenert, D., Fernández‐Macías, E., Brancati, M. C. U., & Alaveras, G. (2022) · European Journal of Industrial Relations · doi:10.1177/09596801211070801 · Cited by 5
Research works printed but not linked: 7
- Bastani A., 2019, Fully automated luxury communism
- Cockburn C., 1983, Brothers
- Fleck J.(1988).Innofusion or diffusation? The nature of technological development in robotics(Edinburgh PICT Working Paper No. 7). Edinburgh: Edinburgh University Press.
- Ford M., 2015, The rise of the robots: technology and the threat of mass unemployment
- Littler C.R., 1982, The development of the labour process in capitalist societies: a comparative study of the transformation of work organization in Britain, Japan, and the USA
- Noble D., 2011, Forces of production: a social history of industrial automation; with a new preface by the author
- Spencer D., 2021, Digital automation and the future of work
Cited by
The impact of technological advancement on culture and society
Alsaleh, A. (2024) · Scientific Reports · doi:10.1038/s41598-024-83995-z · Cited by 250
Singh, A., & Pandey, J. (2024) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1339782 · Cited by 89
Winkel, M. (2024) · AI & Society · doi:10.1007/s00146-024-01979-z · Cited by 48
Fontoura, L., Nascimento, D. L. D. M., Neto, J. V., & Caiado, R. G. G. (2025) · Technology in Society · doi:10.1016/j.techsoc.2025.102847 · Cited by 43
What do platform workers in the UK gig economy want?
Martindale, N., Wood, A. J., & Burchell, B. J. (2024) · British Journal of Industrial Relations · doi:10.1111/bjir.12797 · Cited by 31
Metadata
- Authors
- Joyce, S., Umney, C., Whittaker, X., & Stuart, M.
- Affiliations
- University of Leeds (GB)
- Corresponding author
- Umney, Charles
- Venue
- New Technology, Work and Employment
- Publisher
- Wiley
- Published
- 2023-06-27
- Volume
- 38
- Issue
- 2
- Pages
- 145-161
- ISSN
- 0268-1072 (ISSN-L)
- 1468-005X
- OpenAlex
- W4382244562
- Cited by
- 97
- References
- 62
- Citations by year
- 2026: 33 · 2025: 30 · 2024: 29 · 2023: 5
- FWCI
- 27.92
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- New Technology Work and Employment (publishedVersion, cc-by)
- White Rose Research Online (University of Leeds, The University of Sheffield, University of York) (submittedVersion)
- Funders
- Economic and Social Research Council
- Topics
- Social Sciences › Sociology and Political Science › Digital Economy and Work Transformation
- Social Sciences › Business, Management and Accounting › Industrial relations › Legal and Labor Studies
- Social Sciences › Business, Management and Accounting › Industrial relations › Employment, Labor, and Gender Studies
- Keywords
- technological determinism, relations of production, future of work, digital technologies, platform capitalism, algorithmic control, labor process, labor relations, social shaping of technology
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