Job Polarization in Europe: Evidence from Central and Eastern European Countries

Acemoglu, D. and Autor, D. H. (2011). Skills, tasks and technologies: implications for employment and earnings. Handbook of Labour Economics, 1043–1171.AcemogluD.AutorD. H.2011Skills, tasks and technologies: implications for employment and earningsHandbook of Labour Economics1043117110.3386/w16082Search in Google Scholar

Acemoglu, D. and Restrepo, P. (2017). Robots and jobs: evidence from us labour markets. NBER Working Paper, No. 23285, Cambridge, MA, National Bureau of Economic Research.AcemogluD.RestrepoP.2017Robots and jobs: evidence from us labour marketsNBER Working Paper, No. 23285Cambridge, MANational Bureau of Economic Research10.3386/w23285Search in Google Scholar

Adermon, M. G. (2015). Job polarization and task-biased technological change: evidence from Sweden, 1975–2005. The Scandinavian Journal of Economics, 117(3), 878–917.AdermonM. G.2015Job polarization and task-biased technological change: evidence from Sweden, 1975–2005The Scandinavian Journal of Economics117387891710.1111/sjoe.12109Search in Google Scholar

Akaike, H. (1974). A new look at the statistical model identification. IEEE Transactions on Automatic Control, 19 (6), 716–723.AkaikeH.1974A new look at the statistical model identificationIEEE Transactions on Automatic Control19671672310.1007/978-1-4612-1694-0_16Search in Google Scholar

Antonelli, C. and Quatraro, F. (2010). The effects of biased technological change on total factor productivity. empirical evidence from a sample of OECD countries. Journal of Technology Transfer, Springer Verlag, 35, 361–383.AntonelliC.QuatraroF.2010The effects of biased technological change on total factor productivity. empirical evidence from a sample of OECD countriesJournal of Technology Transfer, Springer Verlag3536138310.1007/s10961-009-9134-2Search in Google Scholar

Atkinson, A. B., Piketty, T. and Saez, E. (2010). Top incomes in the long run of history. Journal of Economic Literature, 49(1), 3–71.AtkinsonA. B.PikettyT.SaezE.2010Top incomes in the long run of historyJournal of Economic Literature49137110.3386/w15408Search in Google Scholar

Autor, D. (2010). The polarization of job opportunities in the U.S labour market: implications for employment and earnings. Centre for American Progress and the Hamilton Project. Online. Available at: https://economics.mit.edu/files/5554.AutorD.2010The polarization of job opportunities in the U.S labour market: implications for employment and earningsCentre for American Progress and the Hamilton ProjectOnline. Available at: https://economics.mit.edu/files/5554Search in Google Scholar

Autor, D. H and Dorn, D. (2009). This job is getting old: measuring changes in job opportunities using occupational age structure. American Economic Review, 99(2), 45–51.AutorD. HDornD.2009This job is getting old: measuring changes in job opportunities using occupational age structureAmerican Economic Review992455110.3386/w14652Search in Google Scholar

Autor, D. H. and Dorn, D. (2013). The growth of low skill service jobs and the polarization of the U.S. labour market. American Economic Review, 103(5), 1553–1597.AutorD. H.DornD.2013The growth of low skill service jobs and the polarization of the U.S. labour marketAmerican Economic Review10351553159710.1257/aer.103.5.1553Search in Google Scholar

Autor, D. H., Kartz, L. F. and Kearnery S. M. (2006). The polarization of the US labour market. American Economic Review, 96(2), 189–94.AutorD. H.KartzL. F.KearneryS. M.2006The polarization of the US labour marketAmerican Economic Review9621899410.1257/000282806777212620Search in Google Scholar

Autor, D. H., Levy, F, and Murnane, R. J. (2003). The skill-content of recent technological change: an empirical investigation. Quarterly Journal of Economics, 118(4), 1279–1333.AutorD. H.LevyFMurnaneR. J.2003The skill-content of recent technological change: an empirical investigationQuarterly Journal of Economics11841279133310.1162/003355303322552801Search in Google Scholar

Baker, D. and Hassett, K. (2012). The Human Disaster of Unemployment. New York Times. Online. Available at: https://www.nytimes.com/2012/05/13/opinion/sunday/the-human-disaster-of-unemployment.html.BakerD.HassettK.2012The Human Disaster of UnemploymentNew York TimesOnline. Available at: https://www.nytimes.com/2012/05/13/opinion/sunday/the-human-disaster-of-unemployment.htmlSearch in Google Scholar

Baltagi, B. H., and Griffin, J. M. (1997). Pooled estimators vs. their heterogeneous counterparts in the context of dynamic demand for gasoline. Journal of Econometrics, Elsevier, 77(2), 303–327.BaltagiB. H.GriffinJ. M.1997Pooled estimators vs. their heterogeneous counterparts in the context of dynamic demand for gasolineJournal of Econometrics, Elsevier77230332710.1016/S0304-4076(96)01802-7Search in Google Scholar

Bernardi, F. and Garrido, L. (2008). Is there a new service proletariat? Post-industrial employment growth and social inequality in Spain. European Sociological Review, 24, 299–313.BernardiF.GarridoL.2008Is there a new service proletariat? Post-industrial employment growth and social inequality in SpainEuropean Sociological Review2429931310.1093/esr/jcn003Search in Google Scholar

Bessen, J. (2013). Don’t blame technology for persistent unemployment. Slate, accessed. http://www.slate.com/blogs/future_tense/2013/09/30/technology_isn_t_taking_all_of_our_jobs.html.BessenJ.2013Don’t blame technology for persistent unemploymentSlate, accessed. http://www.slate.com/blogs/future_tense/2013/09/30/technology_isn_t_taking_all_of_our_jobs.htmlSearch in Google Scholar

Bruckner, M., LaFleur, M., and Pitterle, I. (2017). The impact of the technological revolution on labour markets and income distribution. Online. Available at: https://www.un.org/development/desa/dpad/wp-content/uploads/sites/45/publication/2017_Aug_Frontier-Issues-1.pdf.BrucknerM.LaFleurM.PitterleI.2017The impact of the technological revolution on labour markets and income distributionOnline. Available at: https://www.un.org/development/desa/dpad/wp-content/uploads/sites/45/publication/2017_Aug_Frontier-Issues-1.pdfSearch in Google Scholar

Brynjolfsson, E. and McAfee. A. (2011). Race against the machine. Lexington, MA: Digital Frontier Press.BrynjolfssonE.McAfeeA.2011Race against the machineLexington, MADigital Frontier PressSearch in Google Scholar

Dachs, B. (2018). The impact of new technologies on the labour market and the social economy. European Parliamentary Research Service. Scientific Foresight Unit. Online. Available at: http://www.europarl.europa.eu/RegData/etudes/STUD/2018/614539/EPRS_STU(2018)614539_EN.pdf.DachsB.2018The impact of new technologies on the labour market and the social economyEuropean Parliamentary Research ServiceScientific Foresight Unit. Online. Available at: http://www.europarl.europa.eu/RegData/etudes/STUD/2018/614539/EPRS_STU(2018)614539_EN.pdfSearch in Google Scholar

Davis, S. J. and Haltiwanger, J. (2014). Labour market fluidity and economic performance. NBER Working Paper, No. 20479, Cambridge, MA, National Bureau of Economic Research.DavisS. J.HaltiwangerJ.2014Labour market fluidity and economic performanceNBER Working Paper, No. 20479Cambridge, MANational Bureau of Economic ResearchSearch in Google Scholar

Deane, G. (2013). Technological unemployment: panacea or poison? Institute of ethics and emerging technologies blog, March 5, accessed Oct. 10, 2013, http://ieet.org/index.php/IEET/more/deane20130305.DeaneG.2013Technological unemployment: panacea or poison?Institute of ethics and emerging technologies blog, March 5, accessed Oct. 10, 2013, http://ieet.org/index.php/IEET/more/deane20130305Search in Google Scholar

Dustmann, C., Ludsteck, J. and Schonberg, U. (2009). Revisiting the German wage structure. Quarterly Journal of Economics, 124, 843–881.DustmannC.LudsteckJ.SchonbergU.2009Revisiting the German wage structureQuarterly Journal of Economics12484388110.1162/qjec.2009.124.2.843Search in Google Scholar

Fernandez-Martinez J, et al. (2012). Structure-function mapping of a heptameric module in the nuclear pore complex. Journal of Cell Biology, 196(4), 419–434.Fernandez-MartinezJ2012Structure-function mapping of a heptameric module in the nuclear pore complexJournal of Cell Biology196441943410.1083/jcb.201109008Search in Google Scholar

Fonseca, T., Lima., F., and Pereira. S. C. (2018). Job polarization, technological change and routinization: Evidence for Portugal. Labour Economics, 51, 317–339.FonsecaT.LimaF.PereiraS. C.2018Job polarization, technological change and routinization: Evidence for PortugalLabour Economics5131733910.1016/j.labeco.2018.02.003Search in Google Scholar

Goldin C. and Katz, L. (2008). The race between education and technology. Belknap Press for Harvard University Press; 2008.GoldinC.KatzL.2008The race between education and technologyBelknap Press for Harvard University Press2008Search in Google Scholar

Goos, M., Manning, A., Salomons, A. (2014). Explaining job polarization: routine-biased technological change and offshoring. American Economic Review, 104(8), 2509–26.GoosM.ManningA.SalomonsA.2014Explaining job polarization: routine-biased technological change and offshoringAmerican Economic Review104825092610.1257/aer.104.8.2509Search in Google Scholar

Goos, M. and Manning, A. (2007). Lousy and lovely jobs: the rising polarization of work in Britain. Review of Economics and Statistics, 89(1), 118–133.GoosM.ManningA.2007Lousy and lovely jobs: the rising polarization of work in BritainReview of Economics and Statistics89111813310.1162/rest.89.1.118Search in Google Scholar

Grossman, G. M. and Rossi-Hansberg, E. (2012). Task trade between similar countries. Econometrica, Econometric Society, 80(2), 593–629.GrossmanG. M.Rossi-HansbergE.2012Task trade between similar countriesEconometrica, Econometric Society80259362910.3386/w14554Search in Google Scholar

Hainmueller, J., Hiscox, M., Margalit, Y. (2014). Do concerns about labour market competition shape attitudes towards immigration? New evidence. Journal of International Economics, 97(2015), 193–207.HainmuellerJ.HiscoxM.MargalitY.2014Do concerns about labour market competition shape attitudes towards immigration? New evidenceJournal of International Economics97201519320710.2139/ssrn.1900149Search in Google Scholar

Hardy, W., Keister, R. and Lewandowski, P. (2018). Educational upgrading, structural change and the task composition of jobs in Europe. Economics of Transition, 26(2), 201–231.HardyW.KeisterR.LewandowskiP.2018Educational upgrading, structural change and the task composition of jobs in EuropeEconomics of Transition26220123110.1111/ecot.12145Search in Google Scholar

Harrigan, J., Reshef, A, and Toubal, F. (2017). Techies, productivity and skill: firm level evidence from France. Online. Available at: http://www.cepii.fr/PDF_PUB/wp/2018/wp-2018-21.pdf.HarriganJ.ReshefAToubalF.2017Techies, productivity and skill: firm level evidence from FranceOnline. Available at: http://www.cepii.fr/PDF_PUB/wp/2018/wp-2018-21.pdfSearch in Google Scholar

Hausman, J. A. (1978). Specification tests in econometrics. Econometrica, 46, 1251–1271.HausmanJ. A.1978Specification tests in econometricsEconometrica461251127110.2307/1913827Search in Google Scholar

International Labour Organization, (2018). Online. Available at: https://www.ilo.org/public/english/bureau/stat/isco/isco08/index.htm.International Labour Organization2018OnlineAvailable at: https://www.ilo.org/public/english/bureau/stat/isco/isco08/index.htmSearch in Google Scholar

Katz, L. F. and Autor, D. H. (1999). Changes in the Wage Structure and Earnings Inequality, in Orley Ashenfelter and David Card. Handbook of Labour Economics, Vol. 3A. Amsterdam: Elsevier Science, North-Holland, 1463–1555.KatzL. F.AutorD. H.1999Changes in the Wage Structure and Earnings InequalityAshenfelterOrleyCardDavidHandbook of Labour EconomicsVol. 3AAmsterdamElsevier Science, North-Holland1463155510.1016/S1573-4463(99)03007-2Search in Google Scholar

Kao, C. (1999). Spurious regression and residual-based tests for cointegration in panel data. Journal of Econometrics, 90, 1–44.KaoC.1999Spurious regression and residual-based tests for cointegration in panel dataJournal of Econometrics9014410.1016/S0304-4076(98)00023-2Search in Google Scholar

Leonardi, M. (2010). The effect of product demand on inequality: evidence from the US and the UK. IZA discussion papers, 5011, Institute for the Study of Labour (IZA).LeonardiM.2010The effect of product demand on inequality: evidence from the US and the UKIZA discussion papers5011, Institute for the Study of Labour (IZA)10.2139/ssrn.1631476Search in Google Scholar

Levin, A. and Chien-Fu, L. (1992). Unit root test in panel data: asymptotic and finite sample properties. Discussion Paper, No 92–93, University of California at San Diego.LevinA.Chien-FuL.1992Unit root test in panel data: asymptotic and finite sample propertiesDiscussion PaperNo 92–93University of California at San Diego10.1016/S0304-4076(01)00098-7Search in Google Scholar

Levy, F. and Murnane, R. (2005). The new division of labour, how computers are creating the next job market. Princeton University Press. Book excerpt accessed. Online. Available at: http://www.milkeninstitute.org/publications/review/2004_12/61_82mr24.pdf.LevyF.MurnaneR.2005The new division of labour, how computers are creating the next job marketPrinceton University PressBook excerpt accessed. Online. Available at: http://www.milkeninstitute.org/publications/review/2004_12/61_82mr24.pdfSearch in Google Scholar

Mazzolari, F. and Ragusa, G. (2007). Spillovers from High-Skill Consumption to Low-Skill Labour Markets’. IZA Discussion Papers, 3048, Institute for the Study of Labour (IZA).MazzolariF.RagusaG.2007Spillovers from High-Skill Consumption to Low-Skill Labour Markets’IZA Discussion Papers3048, Institute for the Study of Labour (IZA).Search in Google Scholar

Miller, B. and Atkinson, R. D. (2013). Are robots taking our jobs, or making them? Information Technology & Innovation Foundation. Online: Available at: http://www.itif.org/publications/are-robots-taking-our-jobs-or-making-them.MillerB.AtkinsonR. D.2013Are robots taking our jobs, or making them?Information Technology & Innovation Foundation. Online: Available at: http://www.itif.org/publications/are-robots-taking-our-jobs-or-making-themSearch in Google Scholar

Ngai, L. R. and Pissarides, C. A. (2007). Structural change in a multisector model of growth. The American Economic Review, 97(1), 429–443.NgaiL. R.PissaridesC. A.2007Structural change in a multisector model of growthThe American Economic Review97142944310.1257/aer.97.1.429Search in Google Scholar

Oesch, D. and Rodriguez, M. J. (2011). Upgrading or polarization? Occupational change in Britain, Germany, Spain and Switzerland, 1990–2008. Socio-Economic Review, 2011, 9(3).OeschD.RodriguezM. J.2011Upgrading or polarization? Occupational change in Britain, Germany, Spain and Switzerland, 1990–2008Socio-Economic Review93201110.1093/ser/mwq029Search in Google Scholar

Pertold-Gebicka, B. (2014). Job market polarization and employment protection in europe. Economics Working Papers.Pertold-GebickaB.2014Job market polarization and employment protection in europeEconomics Working PapersSearch in Google Scholar

Pesaran, M. H., Shin, Y. and Smith, R. P. (1999). Pooled mean group estimation of dynamic heterogeneous panels. Journal of the American Statistical Association, 94, 621–634.PesaranM. H.ShinY.SmithR. P.1999Pooled mean group estimation of dynamic heterogeneous panelsJournal of the American Statistical Association9462163410.1080/01621459.1999.10474156Search in Google Scholar

Rotman, D. (2013). How technology is destroying jobs. Technology Review, July/August, 28–35.RotmanD.2013How technology is destroying jobsTechnology ReviewJuly/August2835Search in Google Scholar

Sarkar, S. (2017). Employment polarization and over-education in Germany, Spain, Sweden and UK. Empirica, 44(3), 435–463.SarkarS.2017Employment polarization and over-education in Germany, Spain, Sweden and UKEmpirica44343546310.1007/s10663-017-9372-8Search in Google Scholar

Solow, R. (1956). A contribution to the theory of economic growth. Quarterly Journal of Economics, 70, 65–94.SolowR.1956A contribution to the theory of economic growthQuarterly Journal of Economics70659410.2307/1884513Search in Google Scholar

Spitz-Oener, A. (2006). Technical change, job tasks and rising educational demand: looking outside the wage structure. Journal of Labour Economics, 24(2), 235–270.Spitz-OenerA.2006Technical change, job tasks and rising educational demand: looking outside the wage structureJournal of Labour Economics24223527010.1086/499972Search in Google Scholar

Tahlin, M. (2007). Skills and wages in European labour markets: structure and change. In Gallie, D. (ed.) Employment Regimes and the Quality of Work, Oxford, Oxford University Press, 35–76.TahlinM.2007Skills and wages in European labour markets: structure and changeGallieD.(ed.)Employment Regimes and the Quality of WorkOxfordOxford University Press357610.1093/acprof:oso/9780199230105.003.0002Search in Google Scholar

Thoenig, M. and Verdier T. (2003). A theory of defensive skill-biased innovation and globalization. American Economic Review, 93(3), 709–728, June.ThoenigM.VerdierT.2003A theory of defensive skill-biased innovation and globalizationAmerican Economic Review933709728June10.1257/000282803322157052Search in Google Scholar

Tüzemen, D. and Willis, J. (2013). The vanishing middle: job polarization and workers response to the decline in middle-skill jobs. Economic Review, Federal Reserve Bank of Kansas City, 5.TüzemenD.WillisJ.2013The vanishing middle: job polarization and workers response to the decline in middle-skill jobsEconomic ReviewFederal Reserve Bank of Kansas City5Search in Google Scholar

Vivarelli, M. (2014). Innovation, employment and skills in advanced and developing countries: A survey of economic literature. Journal of Economic Issues, 48, 123–154.VivarelliM.2014Innovation, employment and skills in advanced and developing countries: A survey of economic literatureJournal of Economic Issues4812315410.2753/JEI0021-3624480106Search in Google Scholar

Yotam, M. (2011). Costly Jobs: Trade-related Layoffs, Government Compensation, and Voting in U.S. Elections. American Political Science Review, 105, 1.YotamM.2011Costly Jobs: Trade-related Layoffs, Government Compensation, and Voting in U.S. ElectionsAmerican Political Science Review1051Search in Google Scholar