Afectados por la revolución digitalel caso de España

  1. Rafael DOMÉNECH 1
  2. José Ramón GARCÍA 1
  3. Miriam MONTAÑEZ 1
  4. Alejandro NEUT 1
  1. 1 BBVA Research
Aldizkaria:
Papeles de economía española

ISSN: 0210-9107

Argitalpen urtea: 2018

Zenbakien izenburua: Los problemas del mercado de trabajo y las reformas pendientes

Zenbakia: 156

Orrialdeak: 128-145

Mota: Artikulua

Beste argitalpen batzuk: Papeles de economía española

Laburpena

This paper uses the probabilities of automation for each occupation estimated by Frey and Osborne (2017) along with the microdata from the annual sample of the EPA (2011-2016) to determine which characteristics condition the automation risk in Spain. Our results indicate that 36% of jobs could be automated, although this risk decreases significantly with the degree of responsibility, the level of education, training actions or the adoption of new forms of work. To reduce this risk, it is essential to improve the efficiency of education, labour market and redistributive policies.

Erreferentzia bibliografikoak

  • ACEMOGLU, D., y D. AUTOR (2011), «Skills, tasks and technologies: Implications for employment and earnings», Handbook of labor economics, 4.
  • ACEMOGLU, D., y P. Restrepo (2017a), «Secular Stagnation? The Effect of Aging on Economic Growth in the Age of Automation», National Bureau of Economic Research, Working Paper, n.º 23077.
  • ACEMOGLU, D., y P. Restrepo (2017b), «Robots and Jobs: Evidence from US Labor Markets», National Bureau of Economic Research, Working Paper, n.º 23285.
  • ADLER, G.; ROMAIN, D.; DAVIDE, F.; CELIK, S.; KOLOSKOVA, P., y M. POPLAWSKI (2017), «Gone with the Headwinds: Global productivity», IMF Staff discussion note, abril SDN/17/04.
  • ANDRÉS, J., y R. DOMÉNECH (2015), En Busca de la Prosperidad, Deusto.
  • ANDRÉS, J., y R. DOMÉNECH (2017), «Reflexiones sobre la Dimensión Social de la UE» Anuario del Euro 2017: Un futuro para la Unión Monetaria (en prensa).
  • ANGHEL, B.; DE LA RICA, S., y A. LACUESTA (2013), «Employment Polarization in Spain over the course of the 1997-2012 cycle», Banco de España, Documentos de Trabajo, n.º 1321.
  • ARULAMPALAM, W. (2001), «Is Unemployment Really Scarring? Effects of Unemployment Experiences on Wages», Economic Journal, 111.
  • ATKINSON, A. (2009), The Changing Distribution of Earnings in OECD Countries, Oxford University Press, Oxford.
  • AUTOR, D. (2013), «The ‘task approach’ to labor markets: an overview», Journal for Labour Market Research, 46.
  • AUTOR, D. (2015), «Why are there still so many jobs? The history and future of workplace automation», The Journal of Economic Perspectives, 29.
  • AUTOR, D., y D. DORN (2009), «This Job is ‘Getting Old’: Measuring Changes in Job Opportunities Using Occupational Age Structure», American Economic Review: Papers and Proceedings, 99.
  • AUTOR, D., y D. DORN (2013), «The Growth of Low-Skill Service Jobs and the Polarization of the US Labor Market», American Economic Review, 103.
  • AUTOR, D.; KATZ, L. F., y M. S. KEARNEY (2008), «Trends in US wage inequality: Revising the revisionists», The Review of economics and statistics, 90.
  • ARNTZ, M.; GREGORY, T., y U. ZIERAHN (2016), «The Risk of Automation for Jobs in OECD Countries: A Comparative Analysis», OECD Social, Employment and Migration Working Papers, n.º 189, OECD Publishing, París.
  • BAUMOL, W.; FERRANTI, D.; MALACH, M.; PABLOSMÉNDEZ, A.; TABISH, H., y L. GOMORY (2012), The Cost Disease: Why Computers Get Cheaper and Health Care Doesn’t, Yale University Press, New Haven.
  • BBVA Research (2015), Situación Consumo. Primer semestre 2015, Madrid.
  • BLOOM, N.; JONES, C. I.; VAN REENEN, J., y M. WEBB (2017), «Are ideas getting harder to find?» National Bureau of Economic Research, Working Paper, n.º 23782.
  • BOSCÁ, J, E.; DOMÉNECH, R.; FERRI, J., y J. R. GARCÍA (2017), «Shifts in the Beveridge Curve in Spain and their Macroeconomic Effects», Revista de Economía Aplicada (en prensa).
  • BOSCÁ, J. E.: DOMÉNECH, R., y J. FERRI (2017), «Estructura Fiscal, Crecimiento Económico y Bienestar en España», Papeles de Economía Española (en prensa).
  • BRYNJOLFSSON, E.; ROCK, D., y C. SYVERSON (2017), «Artificial Intelligence and the Modern Productivity Paradox: A Clash of Expectations and Statistics», National Bureau of Economic Research, Working Paper, n.º 24001.
  • BRZESKI, C., e I. BURK (2015), «The Robots Come. Consequences of Automation for the German Labour Market», ING DiBa Economic Research.
  • CARDOSO, M.; DOMÉNECH, R.; GARCÍA, J. R.; SICILIA, J., y C. ULLOA (2016), «Hacia un mercado de trabajo más eficiente y equitativo», Observatorio Económico, BBVA.
  • DAUTH, W. (2014), «Job Polarization on Local Labor Markets», IAB Discussion Paper, n.º 18.
  • DEMING, D. J. (2017), «The Growing Importance of Social Skills in the Labor Market», National Bureau of Economic Research, Working Paper, n.º 21473.
  • DOMÉNECH, R. (2017), Algunas reflexiones sobre la renta básica universal, BBVA Research.
  • FREY, C., y M. A. OSBORNE (2017), «The Future of Employment: How Susceptible are Jobs to Computerization?», Technological Forecasting and Social Change, vol. 114(C).
  • GABAIX, X., y A. LANDIER (2008), «Why has CEO pay increased so much?», The Quarterly Journal of Economics 123, n.º 1.
  • GALLEGO, A. (2017), «Ocupaciones en transformación: ¿A quién afectará el cambio tecnológico?», Observatorio Social de la Caixa.
  • GOLDIN, C. y L. KATZ (2008), The Race Between Education and Technology, Harvard University Press.
  • GOOLSBEE, A., y P. J. KLENOW (2006), «Valuing Consumer Products by the Time Spent Using Them: An Application to the Internet», American Economic Review, 96.
  • GOOS, M.; MANNING, A., y A. SALOMONS (2009), «Job Polarization in Europe», American Economic Review: Papers and Proceedings, 99.
  • GORDON, R. J. (2017), The rise and fall of American growth: The US standard of living since the civil war, Princeton University Press.
  • GREGORY, T.; SALOMONS, A., y U. ZIERAHN (2016), «Racing With or Against the Machine? Evidence from Europe», ZEW Centre for European Economic Research, Discussion Paper, n.º 16-053.
  • HARRIS, S., y A. KRUEGER (2015), «A Proposal for Modernizing Labor Laws for Twenty-First Century Work: The Independent Worker», The Hamilton Project, Discussion Paper, 2015-10.
  • HOWARD, J. (2017), «Nonstandard work arrangements and worker health and safety», American Journal of Industrial Medicine, 60.
  • KARABARBOUNIS, L., y B. NEIMAN (2014), «The Global Decline of the Labor Share», The Quarterly Journal of Economics, 129.
  • KATZ, L., y A. KRUEGER (2016), «The Rise and Nature of Alternative Work Arrangements in the United States, 1995-2015», National Bureau of Economic Research, Working Paper, n.º 22667.
  • KATZ, L. F., y R. A. MARGO (2014), «Technical change and the relative demand for skilled labor: The United States in historical perspective», Human capital in history: The American record, University of Chicago Press.
  • MOKYR, J.; VICKERS, C., y N. L. ZIEBARTH (2015), «The history of technological anxiety and the future of economic growth: Is this time different?», The Journal of Economic Perspectives, 29.
  • MORETTI, E. (2010), «Local Multipliers», American Economic Review, Papers and Proceedings, 100.
  • MORRON, A. (2016), ¿Llegará la Cuarta Revolución Industrial a España?», Informe Mensual CaixaBank Research, n.º 398.
  • MORTENSEN, P., y C. PISSARIDES (2001), «Looking into the Black Box: A Survey of the Matching Function», Journal of Economic Literature, 39.
  • OCDE (2011), Divided We Stand: Why Inequality Keeps Rising, OECD Publishing.
  • OCDE (2017a), «Basic Income as a Policy Option: Cat It Add Up?», Policy Brief on the Future of Work, OECD Publishing, París.
  • OCDE (2017b), Going Digital: The Future of Work for Women, OECD Publishing, París.
  • OCDE (2017c), Education at a Glance, OECD Publishing, París.
  • P AJARINEN, M., y P. ROUVINEN (2014), «Computerization Threatens One Third of Finnish Employment», ETLA Brief, n.º 22.
  • PAPKE, L. , y J. D. WOOLDRIDGE (1996) , «Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates», Journal of Applied Econometrics, 11.
  • PISSARIDES, C. A. (2000), Equilibrium Unemployment Theory, MIT Press.
  • PISSARIDES, C. A. (2017), «Technology, Jobs and Wages: The Future of Work», presentación en la conferencia Globalization in Danger, organizada por NABE y Banco de Italia.
  • ROSEN, S. (1981), «The economics of superstars», The American economic review, 71.
  • TINBERGEN, J. (1974), «Substitution of Graduate by other Labour», Kyklos, 27.
  • WOIROL, G. R.; y R. E, BACKHOUSE (1997), «The technological unemployment a n d s t r u c t u r a l u n e m p l o y m e n t d e b a t e s » , Journal of Economic Literature, 35.
  • WORLD ECONOMIC FORUM (enero 2016), «The Future of Jobs Employment, Skills and Workforce Strategy for the Fourth Industrial Revolution», World Economic Forum, Davos.