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Technology and Work: Key Stylized Facts for the Digital Age

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Handbook of Labor, Human Resources and Population Economics

Abstract

The complex relationships between technology and employment can be summarized in a set of stylized facts – based on extensive research results – that describe the process of technological change, the nature of digital technologies, and the impact on the quantity and quality of jobs, on skills, and on wages. In short, technology is shaped by social relations, and in the digital age, the nature of economic activity and work is deeply changing. The aim of innovation has long been to save human labour, with the potential to create technological unemployment, but different technological strategies have contrasting employment effects that may be investigated at the firm, industry, and macroeconomic levels, with industries showing different employment dynamics associated to the broader process of structural change and international production. The dynamics of technological change can hardly be understood with an equilibrium view of the economy, as growth dynamics, catching up, demand patterns, structural change, and business cycles play a major role in shaping the impact of technology. Labour market conditions are relevant, but the impact of technology on jobs requires a broader frame of analysis, including the economic structure and social relations, the institutional setting, and policy choices. New technologies tend to have a differentiated impact across occupations and skills, and they are often an engine of inequality; profits benefit more than wages, and wage disparities increase. Public policies are needed to address the variety of economic and social challenges associated to the evolution of technologies, digitalization, and their impact on jobs and wages.

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References

  • Acemoglu D (2002) Technical change, inequality and the labor market. J Econ Lit 40(1):7–72

    Article  Google Scholar 

  • Acemoglu D, Restrepo P (2017) Robots and jobs: evidence from US labor markets. NBER working paper no. w23285. National Bureau of Economic Research, Cambridge, MA

    Book  Google Scholar 

  • Autor D, Katz L, Krueger A (1998) Computing inequality: have computers changed the labor market? Q J Econ 113:1169–1214

    Article  Google Scholar 

  • Autor D, Dorn D, Katz L, Patterson C, Van Reenen J (2017) The fall of the labor share and the rise of superstar firms. IZA Institute of Labour Economics discussion paper no. 10756. National Bureau of Economic Research, Cambridge, MA

    Book  Google Scholar 

  • Berman E, Bound J, Machin S (1998) Implications of skill biased technological change: international evidence. Q J Econ 113:1245–1279

    Article  Google Scholar 

  • Bogliacino F, Pianta M (2010) Innovation and employment: a reinvestigation using revised Pavitt classes. Res Policy 39:799–809

    Article  Google Scholar 

  • Bogliacino F, Perani G, Pianta M, Supino S (2011) Innovation and development. Evid Innov Surv, Latin Am Bus Rev 13:1–44

    Google Scholar 

  • Bogliacino F, Lucchese M, Pianta M (2013) Job creation in business services: innovation, demand, and polarisation. Struct Change Econ Dyn 25(C):95–109. Elsevier

    Article  Google Scholar 

  • Bramucci A, Cirillo V, Evangelista R, Guarascio D (2017) Offshoring, industry heterogeneity and employment. Struct Chang Econ Dyn. https://doi.org/10.1016/j.strueco.2017.09.002

  • Braverman H (1974) Labour and monopoly capital. Monthly Review Press, New York

    Google Scholar 

  • Brynjolfsson E, McAfee A (2014) The second machine age: work, progress, and prosperity in a time of brilliant technologies. W.W. Norton, New York

    Google Scholar 

  • Card D, Mas A (2016) Introduction: the labor market in the aftermath of the great recession. J Labor Econ 34(S1):S1–S6

    Article  Google Scholar 

  • Cetrulo A, Cirillo V, Guarascio D (2019) Weaker jobs, weaker innovation. Exploring the effects of temporary employment on new products. Appl Econ 51:6350. https://doi.org/10.1080/00036846.2019.1619015

    Article  Google Scholar 

  • Chui M, Manyika J (2015) Competition at the digital edge: ‘Hyperscale’ business. McKinsey Quarterly, March 2015

    Google Scholar 

  • Cirillo V (2016) Technology, employment and skills. Econ Innov New Technol 26:734. https://doi.org/10.1080/10438599.2017.1258765

    Article  Google Scholar 

  • Cirillo V, Molero Zayas J (2019) Digitalizing industry? Labor, technology and work organization: an introduction to the forum. J Ind Bus Econ 46:313. https://doi.org/10.1007/s40812-019-00126-w

    Article  Google Scholar 

  • Cirillo V, Pianta M, Nascia L (2018) Technology and occupations in the great recession. Sustainability 10(2):463

    Article  Google Scholar 

  • Coveri A, Pianta M (2019) Technology, profits and wages, Scuola Superiore Sant’Anna Pisa, LEM Working Paper Series 2019/35

    Google Scholar 

  • Dabla-Norris E, Kochhar K, Suphaphiphat N, Ricka F, Tsounta E (2015) Causes and consequences of income inequality: a global perspective. IMF Staff discussion note. IMF, Washington, DC

    Google Scholar 

  • Dosi G (1982) Technological paradigms and technological trajectories. A suggested interpretation of the determinants and directions of technical change. Res Policy 11(3):147–162

    Article  Google Scholar 

  • Dosi G, Freeman C, Nelson R, Silverberg G, Soete L (eds) (1988) Technical change and economic theory. Pinter, London

    Google Scholar 

  • Eurofound (2013) Employment polarisation and job quality in the crisis: European jobs monitor. Eurofound, Dublin

    Google Scholar 

  • Franzini M, Pianta M (2016) Explaining inequality. Routledge, London

    Google Scholar 

  • Freeman C, Louçã F (2001) As time goes by. From the industrial revolution to the information revolution. Oxford University Press, Oxford

    Google Scholar 

  • Freeman C, Soete L (eds) (1987) Technical change and full employment. Basil Blackwell, Oxford

    Google Scholar 

  • Freeman C, Soete L (1994) Work for all or mass unemployment? Pinter, London

    Google Scholar 

  • Freeman C, Clark J, Soete L (1982) Unemployment and technical innovation. Pinter, London

    Google Scholar 

  • Frey C, Osborne M (2017) The future of employment: how susceptible are jobs to computerisation? Technol Forecast Soc Chang 114:254–280

    Article  Google Scholar 

  • Galbraith J (2012) Inequality and instability. Oxford University Press, Oxford

    Book  Google Scholar 

  • Goos M, Manning A (2007) Lousy and lovely jobs: the rising polarisation of work in Britain. Rev Econ Stat 89(1):118–133. MIT Press

    Article  Google Scholar 

  • Goos M, Manning A, Salomons A (2014) Explaining job polarization: routine-biased technological change and offshoring. Am Econ Rev 104(8):2509–2526

    Article  Google Scholar 

  • Heertje A (1973) Economics and technical change. Weidenfeld and Nicolson, London

    Google Scholar 

  • ILO (International Labour Office) (2015) World employment social outlook. The changing nature of jobs. ILO, Geneva

    Google Scholar 

  • Kleinknecht A, van Schaik FN, Zhou H (2014) Is flexible labour good for innovation? Evidence from firm-level data. Camb J Econ 38:1207–1219

    Article  Google Scholar 

  • Leontief W, Duchin F (1986) The future impact of automation on workers. Oxford University Press, Oxford

    Google Scholar 

  • Lucchese M, Pianta M (2012) Innovation and employment in economic cycles. Comp Econ Stud 54(2):341–359, Palgrave Macmillan

    Article  Google Scholar 

  • Marx K (1961) Capital. Foreign Languages Publishing House, Moscow, 1st edn, 1867

    Google Scholar 

  • Mensch G (1979) Stalemate in technology. Ballinger, Cambridge

    Google Scholar 

  • Nelson R, Winter S (1982) An evolutionary theory of economic change. The Belknap Press of Harvard University Press, Cambridge, MA

    Google Scholar 

  • Noble D (1984) Forces of production: a social history of industrial automation. Knopf, New York

    Google Scholar 

  • OECD (2015) In it together. Why less inequality benefits all. OECD, Paris

    Book  Google Scholar 

  • OECD (2018) Oslo manual 2018. Guidelines for collecting, reporting and using data on innovation, 4th edn. OECD, Paris

    Google Scholar 

  • Pasinetti L (1981) Structural change and economic growth. Cambridge University Press, Cambridge

    Google Scholar 

  • Pavitt K (1984) Patterns of technical change: towards a taxonomy and a theory. Res Policy 13:343–374

    Article  Google Scholar 

  • Perez C (1983) Structural change and the assimilation of new technologies in the economic and social systems. Futures 15(5):357–375

    Article  Google Scholar 

  • Perez C (ed) (2002) Technological revolutions and financial capital. Edward Elgar, Cheltenham

    Google Scholar 

  • Pianta (2000) The employment impact of product and process innovation, In: Vivarelli and Pianta (eds) The Employment Impact of Innovation: Evidence and Policy, London, Routledge

    Google Scholar 

  • Pianta M (2001) Innovation, demand and employment. In: Petit P, Soete L (eds) Technology and the future of European employment. Edward Elgar, Cheltenham, pp 142–165

    Google Scholar 

  • Pianta M (2005) Innovation and employment. In: Fagerberg J, Mowery D, Nelson R (eds) The Oxford handbook of innovation. Oxford University Press, Oxford

    Google Scholar 

  • Pianta M (2018) Technology and employment. Twelve stylized facts for the digital age. Indian J Labour Econ 61(2):189–225

    Article  Google Scholar 

  • Pianta M, Vivarelli M (2000) Conclusions: are employment friendly policies possible? In: Vivarelli and Pianta (eds) The Employment Impact of Innovation: Evidence and Policy, London, Routledge

    Google Scholar 

  • Piketty T (2013) Le capital au XXI siècle, Seuil, Paris. English translation (2014) Capital in the twenty-first century. Harvard University Press, Cambridge, MA

    Google Scholar 

  • Polanyi K (2001) The great transformation: the political and economic origins of our time. Beacon Press, Boston (original edn 1944)

    Google Scholar 

  • Reljic J, Evangelista R, Pianta M (2020) Digital technologies, employment and skills. Ind Corp Change (forth)

    Google Scholar 

  • Ricardo D (1951) Principles of political economy and taxation. In: Sraffa P (ed) The works and correspondence of David Ricardo, vol I. Cambridge University Press, Cambridge (3rd edn, original edn 1821)

    Google Scholar 

  • Schumpeter JA (1934) Theory of economic development. Harvard University Press, Cambridge, MA (1st edn 1911)

    Google Scholar 

  • Shaiken H (1984) Work transformed. Automation and labor in the computer age. Holt, Rinehart and Winston, New York

    Google Scholar 

  • Sylos Labini P (1969) Oligopoly and technical progress. Harvard University Press, Cambridge, MA, 1st edn 1956

    Google Scholar 

  • Vivarelli M (1995) The economics of technology and employment: theory and empirical evidence. Edward Elgar, Aldershot

    Google Scholar 

  • Vivarelli M (2014) Innovation, employment, and skills in advanced and developing countries: a survey of the economic literature. J Econ Issues 48:123–154

    Article  Google Scholar 

  • Vivarelli M, Pianta M (eds) (2000) The employment impact of innovation: evidence and policy. Routledge, London

    Google Scholar 

  • Zuboff S (2019) The age of surveillance capitalism. Profile Books, London

    Google Scholar 

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Author information

Authors and Affiliations

  1. Classe di Science Politico-Sociali, Scuola Normale Superiore, Firenze, Italy

    Mario Pianta

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  1. Mario Pianta
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Correspondence to Mario Pianta .

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Editors and Affiliations

  1. UNU-MERIT & Princeton University, Maastricht, The Netherlands

    Klaus F. Zimmermann

Section Editor information

  1. Department of Economic Policy, Università Cattolica del Sacro Cuore, Milano, Italy

    Marco Vivarelli

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Pianta, M. (2020). Technology and Work: Key Stylized Facts for the Digital Age. In: Zimmermann, K. (eds) Handbook of Labor, Human Resources and Population Economics. Springer, Cham. https://doi.org/10.1007/978-3-319-57365-6_3-1

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  • DOI: https://doi.org/10.1007/978-3-319-57365-6_3-1

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  • Print ISBN: 978-3-319-57365-6

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