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.
This is a preview of subscription content, access via your institution.
References
Acemoglu D (2002) Technical change, inequality and the labor market. J Econ Lit 40(1):7–72
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
Autor D, Katz L, Krueger A (1998) Computing inequality: have computers changed the labor market? Q J Econ 113:1169–1214
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
Berman E, Bound J, Machin S (1998) Implications of skill biased technological change: international evidence. Q J Econ 113:1245–1279
Bogliacino F, Pianta M (2010) Innovation and employment: a reinvestigation using revised Pavitt classes. Res Policy 39:799–809
Bogliacino F, Perani G, Pianta M, Supino S (2011) Innovation and development. Evid Innov Surv, Latin Am Bus Rev 13:1–44
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
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
Brynjolfsson E, McAfee A (2014) The second machine age: work, progress, and prosperity in a time of brilliant technologies. W.W. Norton, New York
Card D, Mas A (2016) Introduction: the labor market in the aftermath of the great recession. J Labor Econ 34(S1):S1–S6
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
Chui M, Manyika J (2015) Competition at the digital edge: ‘Hyperscale’ business. McKinsey Quarterly, March 2015
Cirillo V (2016) Technology, employment and skills. Econ Innov New Technol 26:734. https://doi.org/10.1080/10438599.2017.1258765
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
Cirillo V, Pianta M, Nascia L (2018) Technology and occupations in the great recession. Sustainability 10(2):463
Coveri A, Pianta M (2019) Technology, profits and wages, Scuola Superiore Sant’Anna Pisa, LEM Working Paper Series 2019/35
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
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
Dosi G, Freeman C, Nelson R, Silverberg G, Soete L (eds) (1988) Technical change and economic theory. Pinter, London
Eurofound (2013) Employment polarisation and job quality in the crisis: European jobs monitor. Eurofound, Dublin
Franzini M, Pianta M (2016) Explaining inequality. Routledge, London
Freeman C, Louçã F (2001) As time goes by. From the industrial revolution to the information revolution. Oxford University Press, Oxford
Freeman C, Soete L (eds) (1987) Technical change and full employment. Basil Blackwell, Oxford
Freeman C, Soete L (1994) Work for all or mass unemployment? Pinter, London
Freeman C, Clark J, Soete L (1982) Unemployment and technical innovation. Pinter, London
Frey C, Osborne M (2017) The future of employment: how susceptible are jobs to computerisation? Technol Forecast Soc Chang 114:254–280
Galbraith J (2012) Inequality and instability. Oxford University Press, Oxford
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
Goos M, Manning A, Salomons A (2014) Explaining job polarization: routine-biased technological change and offshoring. Am Econ Rev 104(8):2509–2526
Heertje A (1973) Economics and technical change. Weidenfeld and Nicolson, London
ILO (International Labour Office) (2015) World employment social outlook. The changing nature of jobs. ILO, Geneva
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
Leontief W, Duchin F (1986) The future impact of automation on workers. Oxford University Press, Oxford
Lucchese M, Pianta M (2012) Innovation and employment in economic cycles. Comp Econ Stud 54(2):341–359, Palgrave Macmillan
Marx K (1961) Capital. Foreign Languages Publishing House, Moscow, 1st edn, 1867
Mensch G (1979) Stalemate in technology. Ballinger, Cambridge
Nelson R, Winter S (1982) An evolutionary theory of economic change. The Belknap Press of Harvard University Press, Cambridge, MA
Noble D (1984) Forces of production: a social history of industrial automation. Knopf, New York
OECD (2015) In it together. Why less inequality benefits all. OECD, Paris
OECD (2018) Oslo manual 2018. Guidelines for collecting, reporting and using data on innovation, 4th edn. OECD, Paris
Pasinetti L (1981) Structural change and economic growth. Cambridge University Press, Cambridge
Pavitt K (1984) Patterns of technical change: towards a taxonomy and a theory. Res Policy 13:343–374
Perez C (1983) Structural change and the assimilation of new technologies in the economic and social systems. Futures 15(5):357–375
Perez C (ed) (2002) Technological revolutions and financial capital. Edward Elgar, Cheltenham
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
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
Pianta M (2005) Innovation and employment. In: Fagerberg J, Mowery D, Nelson R (eds) The Oxford handbook of innovation. Oxford University Press, Oxford
Pianta M (2018) Technology and employment. Twelve stylized facts for the digital age. Indian J Labour Econ 61(2):189–225
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
Piketty T (2013) Le capital au XXI siècle, Seuil, Paris. English translation (2014) Capital in the twenty-first century. Harvard University Press, Cambridge, MA
Polanyi K (2001) The great transformation: the political and economic origins of our time. Beacon Press, Boston (original edn 1944)
Reljic J, Evangelista R, Pianta M (2020) Digital technologies, employment and skills. Ind Corp Change (forth)
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)
Schumpeter JA (1934) Theory of economic development. Harvard University Press, Cambridge, MA (1st edn 1911)
Shaiken H (1984) Work transformed. Automation and labor in the computer age. Holt, Rinehart and Winston, New York
Sylos Labini P (1969) Oligopoly and technical progress. Harvard University Press, Cambridge, MA, 1st edn 1956
Vivarelli M (1995) The economics of technology and employment: theory and empirical evidence. Edward Elgar, Aldershot
Vivarelli M (2014) Innovation, employment, and skills in advanced and developing countries: a survey of the economic literature. J Econ Issues 48:123–154
Vivarelli M, Pianta M (eds) (2000) The employment impact of innovation: evidence and policy. Routledge, London
Zuboff S (2019) The age of surveillance capitalism. Profile Books, London
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Section Editor information
Rights and permissions
Copyright information
© 2020 Springer Nature Switzerland AG
About this entry
Cite this entry
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
Download citation
DOI: https://doi.org/10.1007/978-3-319-57365-6_3-1
Received:
Accepted:
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-57365-6
Online ISBN: 978-3-319-57365-6
eBook Packages: Springer Reference Economics and FinanceReference Module Humanities and Social Sciences