This document has not been cited yet.

1. Alasoini T, Varje P, (2021) Ammattirakenteen muutos Suomessa vuosina 2002–16: osaamisvaatimusten yleinen nousu vai polarisoituminen? Sosiologia 58(1): 38–53.
   Paper not yet in RePEc: Add citation now
   

2. Asplund R, Barth E, Lundborg P, Nilsen KM, (2011) Polarization of the Nordic labour markets. Finnish Economic Papers 24(2): 87–110.

3. Autor DH, (2015) Why are there still so many jobs? The history and future of workplace automation. Journal of Economic Perspectives 29(3): 3–30.

4. Autor DH, Levy F, Murnane RJ, (2003) The skill content of recent technological change: An empirical exploration. Quarterly Journal of Economics 118(4): 1279–1333.

5. Böckerman P, Laaksonen S, Vainiomäki J, (2019) Does ICT usage erode routine occupations at the firm level? Labour 33(1): 26–47.

6. Berglund T, HÃ¥kansson K, Isidorsson T, (2020b) Occupational change on the dualized Swedish labour market. Economic and Industrial Democracy. Epub ahead of print 1 October 2020. DOI: 10.1177/0143831X20959714.
   Paper not yet in RePEc: Add citation now
   

7. Berman E, Bound J, Griliches Z, (1994) Changes in the demand for skilled labor within U.S. manufacturing: Evidence from the annual survey of manufacturers. Quarterly Journal of Economics 109(2): 367–397.

8. Bound J, Johnson G, (1992) Changes in the structure of wages in the 1980s: An evaluation of alternative explanations. American Economic Review 82(3): 371–392.

9. Dwyer RE, Wright EO, (2019) Low-wage job growth, polarization, and the limits and opportunities of the service economy. The Russell Sage Foundation Journal of the Social Sciences 5(4): 56–76.
   Paper not yet in RePEc: Add citation now
   

10. Ernst E, Merola R, Samaan D, (2019) Economics of artificial intelligence: Implications for the future of work. IZA Journal of Labor Policy 9(4). Available at: content.sciendo.com/view/journals/izajolp/9/1/article-20190004.xml?lang=en (accessed 2 March 2021).

11. Eurofound (2015) Collective bargaining in Europe in the 21st century. Luxembourg: Publications Office of the European Union.
    Paper not yet in RePEc: Add citation now
    
12. Fernández-Macías E, Hurley J, (2017) Routine-biased technical change and job polarization in Europe. Socio-Economic Review 15(3): 563–585.
    Paper not yet in RePEc: Add citation now
    

13. Freeman C, Louçã F, (2001) As Time Goes By: From the Industrial Revolutions to the Information Revolution. Oxford: Oxford University Press.

14. Frey CB, (2019) The Technology Trap: Capital, Labor, and Power in the Age of Automation. Princeton, NJ: Princeton University Press.
    Paper not yet in RePEc: Add citation now
    
15. Frey CB, Osborne MA, (2017) The future of employment: How susceptible are jobs to computerisation? Technological Forecasting and Social Change 114: 254–280.
    Paper not yet in RePEc: Add citation now
    

16. Goos M, Manning A, (2007) Lousy and lovely jobs: The rising polarization of work in Britain. Review of Economics and Statistics 89(1): 118–133.

17. Goos M, Manning A, Salomons A, (2014) Explaining job polarization: Routine-biased technological change and offshoring. American Economic Review 104(8): 2509–2526.

18. ILO (2012) International Standard Classification of Occupations ISCO-08: Volume I. Geneva: International Labour Organization.
    Paper not yet in RePEc: Add citation now
    

19. Katz LF, Murphy KM, (1992) Changes in relative wages, 1963–1987: Supply and demand factors. Quarterly Journal of Economics 107(1): 35–78.

20. Kerr S, Maczulskij T, Kauhanen M, (2020) Within and between firm trends in job polarization: The roles of globalization and technology. Journal of Economic Geography 20(4): 1003–1039.

21. Machin S, Van Reenen J, (1998) Technology and changes in skill structure: Evidence from seven OECD countries. Quarterly Journal of Economics 113(4): 1215–1244.

22. Martinaitis Ž, Christenko A, AntanaviÄ ius J, (2020) Upskilling, deskilling or polarisation? Evidence on change in skills in Europe. Work, Employment and Society. Epub ahead of print 1 September 2020. DOI: 10.1177%2F0950017020937934.
    Paper not yet in RePEc: Add citation now
    

23. Mazzolari F, Ragusa G, (2013) Spillovers from high-skill consumption to low-skill labor markets. Review of Economics and Statistics 95(1): 74–86.

24. Michaels G, Natraj A, Van Reenen J, (2014) Has ICT polarized skill demand? Evidence from eleven countries over 25 years. Review of Economics and Statistics 96(1): 60–77.

25. Moravec H, (1988) Mind Children: The Future of Robot and Human Intelligence. Boston: Harvard University Press.
    Paper not yet in RePEc: Add citation now
    
26. OECD (2017) Employment Outlook. Paris: OECD.
    Paper not yet in RePEc: Add citation now
    
27. Oesch D, Piccitto G, (2019) The polarization myth: Occupational upgrading in Germany, Spain, Sweden, and the UK, 1992–2015. Work and Occupations 46(4): 441–469.
    Paper not yet in RePEc: Add citation now
    
28. Peugny C, (2019) The decline in middle-skilled employment in 12 European countries: New evidence for job polarisation. Research and Politics 6(1): 1–7.
    Paper not yet in RePEc: Add citation now
    
29. Ragnedda M, Muschert GW, (eds) (2018) Theorizing Digital Divides. Abingdon: Routledge.
    Paper not yet in RePEc: Add citation now
    
30. Schwab K, (ed.) (2019) The Global Competitiveness Report 2019. Cologne and Geneva: World Economic Forum.
    Paper not yet in RePEc: Add citation now
    
31. Susskind D, (2020) A World without Work: Technology, Automation, and How We Should Respond. Milton Keynes: Allen Lane.
    Paper not yet in RePEc: Add citation now
    
32. Sutela H, Pärnänen A, Keyriläinen M, (2019) Digiajan työelämä – työolotutkimuksen tuloksia 1977–2018. Helsinki: Tilastokeskus.
    Paper not yet in RePEc: Add citation now
    
33. Tåhlin M, (2019) Polariseringsmyten: försvinner verkligen de medelkvalificerade jobben? Stockholm: Arena Idé.
    Paper not yet in RePEc: Add citation now
    

1. Occupational change, computer use and the complementarity effect in the digital age: Evidence from Finland. (2023). Alasoini, Tuomo ; Tuomivaara, Seppo.
   In: Economic and Industrial Democracy.
   RePEc:sae:ecoind:v:44:y:2023:i:3:p:755-772.

   Full description at Econpapers || Download paper

2. Research on Service Design of Garbage Classification Driven by Artificial Intelligence. (2023). Xu, Xinguo ; Zhang, Jingsong ; Yang, Hai.
   In: Sustainability.
   RePEc:gam:jsusta:v:15:y:2023:i:23:p:16454-:d:1291659.

   Full description at Econpapers || Download paper

3. Skill requirements and labour polarisation: An association analysis based on Polish online job offers. (2022). Usabiaga, Carlos ; Pater, Robert ; Gałecka-Burdziak, Ewa ; Arendt, Lukasz ; Nuez, Fernando ; Gaecka-Burdziak, Ewa.
   In: Economic Modelling.
   RePEc:eee:ecmode:v:115:y:2022:i:c:s0264999322002097.

   Full description at Econpapers || Download paper

4. Occupational Mobility of Routine Workers. (2021). Maczulskij, Terhi.
   In: IZA Discussion Papers.
   RePEc:iza:izadps:dp14190.

   Full description at Econpapers || Download paper

5. Productive knowledge, economic sophistication, and labor share. (2021). Arif, Imran.
   In: World Development.
   RePEc:eee:wdevel:v:139:y:2021:i:c:s0305750x20304307.

   Full description at Econpapers || Download paper

6. The Middle-Income Trap 2.0: The Increasing Role of Human Capital in the Age of Automation and Implications for Developing Asia* Abstract: We modify the concept of the middle-income trap (MIT) against the background of the Fourth Industrial Revolution and the (future) challenges of automation (creating the concept of the “MIT 2.0”) and discuss the implications for developing Asia. In particular, we analyze the impacts of automation, artificial intelligence, and digitalization on the growth drivers of emerging market economies and the MIT mechanism. Our findings suggest that improving human capital accumulation, particularly the upgrading of skills needed with the rapid advance of automation, will be key success factors for overcoming the MIT 2.0.. (2020). Glawe, Linda ; Wagner, Helmut.
   In: Asian Economic Papers.
   RePEc:tpr:asiaec:v:19:y:2020:i:3:p:40-58.

   Full description at Econpapers || Download paper

7. The Contribution of Payroll Taxation to Wage Inequality in France. (2020). Breda, Thomas ; Bozio, Antoine ; Guillot, Malka.
   In: PSE Working Papers.
   RePEc:hal:psewpa:halshs-01294599.

   Full description at Econpapers || Download paper

8. Manufacturing Jobs and Inequality: Why is the U.S. Experience Different?. (2019). Novta, Natalija ; Pugacheva, Evgenia.
   In: IMF Working Papers.
   RePEc:imf:imfwpa:2019/191.

   Full description at Econpapers || Download paper

9. Globalization, Job Tasks and the Demand for Different Occupations. (2019). Sjöholm, Fredrik ; Heyman, Fredrik.
   In: Working Paper Series.
   RePEc:hhs:iuiwop:1268.

   Full description at Econpapers || Download paper

10. Rac(g)e Against the Machine? Social Incentives When Humans Meet Robots. (2019). Hernan Gonzalez, Roberto ; Corgnet, Brice ; Hernan-Gonzalez, Roberto ; Mateo, Ricardo.
    In: Working Papers.
    RePEc:hal:wpaper:halshs-01994021.

    Full description at Econpapers || Download paper

11. Polarization and Rising Wage Inequality: Comparing the U.S. and Germany. (2018). Fitzenberger, Bernd ; DeLeire, Thomas ; Antonczyk, Dirk.
    In: Econometrics.
    RePEc:gam:jecnmx:v:6:y:2018:i:2:p:20-:d:140515.

    Full description at Econpapers || Download paper

12. Job polarization, technological change and routinization: Evidence for Portugal. (2018). Lima, Francisco ; Fonseca, Tiago ; Pereira, Sonia C.
    In: Labour Economics.
    RePEc:eee:labeco:v:51:y:2018:i:c:p:317-339.

    Full description at Econpapers || Download paper

13. The Nordic model of economic development: shocks, reforms and future prospects. (2017). Iacono, Roberto.
    In: GLO Discussion Paper Series.
    RePEc:zbw:glodps:112.

    Full description at Econpapers || Download paper

14. Adoption of New Information and Communications Technologies in the Workplace Today. (2017). Bresnahan, Timothy ; Yin, Pai-Ling.
    In: Innovation Policy and the Economy.
    RePEc:ucp:ipolec:doi:10.1086/688846.

    Full description at Econpapers || Download paper

15. Where do workers from declining routine jobs go and does migration matter?. (2017). Maczulskij, Terhi ; Kauhanen, Merja.
    In: Working Papers.
    RePEc:pst:wpaper:314.

    Full description at Econpapers || Download paper

16. Re-Thinking the Capabilities of Machines in Economics. (2017). Susskind, Daniel.
    In: Economics Series Working Papers.
    RePEc:oxf:wpaper:825.

    Full description at Econpapers || Download paper

17. A Model of Technological Unemployment. (2017). Susskind, Daniel.
    In: Economics Series Working Papers.
    RePEc:oxf:wpaper:819.

    Full description at Econpapers || Download paper

18. The Requirements of Jobs: Evidence from a Nationally Representative Survey. (2017). Nestoriak, Nicole ; Gittleman, Maury ; Monaco, Kristen.
    In: NBER Chapters.
    RePEc:nbr:nberch:13699.

    Full description at Econpapers || Download paper

19. Policies to Expand Digital Skills for the Machine Age. (2017). martin, john.
    In: IZA Policy Papers.
    RePEc:iza:izapps:pp123.

    Full description at Econpapers || Download paper

20. Labor Market Institutions and the Future of Work: Good Jobs for All?. (2017). Eichhorst, Werner.
    In: IZA Policy Papers.
    RePEc:iza:izapps:pp122.

    Full description at Econpapers || Download paper

21. Does the Adoption of Complex Software Impact Employment Composition and the Skill Content of Occupations? Evidence from Chilean Firms. (2017). Viollaz, Mariana ; Fernandes, Ana ; Almeida, Rita.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp11016.

    Full description at Econpapers || Download paper

22. Inequality Is the Root of Social Evil, or Maybe Not? Two Stories about Inequality and Public Policy. (2017). Corak, Miles.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp11005.

    Full description at Econpapers || Download paper

23. Rage Against the Machines: Labour-Saving Technology and Unrest in England, 1830-32. (2017). Voth, Hans-Joachim ; Caprettini, Bruno.
    In: CEPR Discussion Papers.
    RePEc:cpr:ceprdp:11800.

    Full description at Econpapers || Download paper

24. An Assessment of the First Round Impact of Innovation Industries on Europe’s Regional Economies. (2017). Otoiu, Adrian ; Bere, Ramona ; Silvestru, Catalin .
    In: The AMFITEATRU ECONOMIC journal.
    RePEc:aes:amfeco:v:s10:y:2017:i:18:p:289.

    Full description at Econpapers || Download paper

25. ELS issues in robotics and steps to consider them. Part 1: Robotics and employment. Consequences of robotics and technological change for the structure and level of employment. (2016). Gregory, Terry ; Arntz, Melanie ; Zierahn, Ulrich.
    In: ZEW Expertises.
    RePEc:zbw:zewexp:146501.

    Full description at Econpapers || Download paper

26. Racing with or against the machine? Evidence from Europe. (2016). Zierahn-Weilage, Ulrich ; Gregory, Terry ; Salomons, Anna.
    In: ZEW Discussion Papers.
    RePEc:zbw:zewdip:16053.

    Full description at Econpapers || Download paper

27. Racing With or Against the Machine? Evidence from Europe. (2016). Zierahn-Weilage, Ulrich ; Gregory, Terry ; Salomons, Anna.
    In: VfS Annual Conference 2016 (Augsburg): Demographic Change.
    RePEc:zbw:vfsc16:145843.

    Full description at Econpapers || Download paper

28. Worker personality: Another skill bias beyond education in the digital age. (2016). Sorgner, Alina ; Brunow, Stephan ; Bode, Eckhardt ; Ott, Ingrid.
    In: Working Paper Series in Economics.
    RePEc:zbw:kitwps:98.

    Full description at Econpapers || Download paper

29. Worker personality: Another skill bias beyond education in the digital age. (2016). Sorgner, Alina ; Brunow, Stephan ; Bode, Eckhardt ; Ott, Ingrid.
    In: Kiel Working Papers.
    RePEc:zbw:ifwkwp:2057.

    Full description at Econpapers || Download paper

30. Job polarization on local labor markets?. (2016). Dauth, Wolfgang ; Blien, Uwe.
    In: ERSA conference papers.
    RePEc:wiw:wiwrsa:ersa16p114.

    Full description at Econpapers || Download paper

31. Geht der Arbeitsgesellschaft die Arbeit aus?. (2016). Tichy, Gunther.
    In: WIFO Monatsberichte (monthly reports).
    RePEc:wfo:monber:y:2016:i:12:p:853-871.

    Full description at Econpapers || Download paper

32. Die Wertschöpfungsabgabe als alternatives Instrument zur Finanzierung der sozialen Sicherung aus österreichischer Perspektive. (2016). Schratzenstaller, Margit ; Mattes, Anselm ; Bach, Stefan ; Arnold, Michael ; Schratzenstaller-Altzinger, Margit.
    In: WIFO Monatsberichte (monthly reports).
    RePEc:wfo:monber:y:2016:i:10:p:747-759.

    Full description at Econpapers || Download paper

33. Will digital technologies transform agriculture in developing countries ?. (2016). Goyal, Aparajita ; Deichmann, Uwe ; Mishra, Deepak K.
    In: Policy Research Working Paper Series.
    RePEc:wbk:wbrwps:7669.

    Full description at Econpapers || Download paper

34. What’s Right, and What’s Wrong, with “What is Wrong with the West’s Economies?” by Edmund Phelps. (2016). Kiewiet, Roderick D.
    In: Homo Oeconomicus: Journal of Behavioral and Institutional Economics.
    RePEc:spr:homoec:v:33:y:2016:i:1:d:10.1007_s41412-016-0009-0.

    Full description at Econpapers || Download paper

35. Globalization Threatens One Quarter of Finnish Employment. (2016). Tuhkuri, Joonas.
    In: ETLA Brief.
    RePEc:rif:briefs:46.

    Full description at Econpapers || Download paper

36. Are jobs more polarized in ICT firms?. (2016). Vainiomäki, Jari ; Böckerman, Petri ; Laaksonen, Seppo ; Bockerman, Petri.
    In: Working Papers.
    RePEc:pst:wpaper:303.

    Full description at Econpapers || Download paper

37. Mechanization, Task Assignment, and Inequality. (2016). Yuki, Kazuhiro.
    In: MPRA Paper.
    RePEc:pra:mprapa:75752.

    Full description at Econpapers || Download paper

38. Industry 4.0 – job-producer or employment-destroyer?. (2016). Weber, Enzo.
    In: MPRA Paper.
    RePEc:pra:mprapa:68615.

    Full description at Econpapers || Download paper

39. Structural Transformation in the OECD: Digitalisation, Deindustrialisation and the Future of Work. (2016). Frey, Carl Benedikt ; Berger, Thor.
    In: OECD Social, Employment and Migration Working Papers.
    RePEc:oec:elsaab:193-en.

    Full description at Econpapers || Download paper

40. Do Recessions Accelerate Routine-Biased Technological Change? Evidence from Vacancy Postings. (2016). Kahn, Lisa ; Hershbein, Brad.
    In: NBER Working Papers.
    RePEc:nbr:nberwo:22762.

    Full description at Econpapers || Download paper

41. The Requirements of Jobs: Evidence from a Nationally Representative Survey. (2016). Monaco, Kristen ; Gittleman, Maury ; Nestoriak, Nicole .
    In: NBER Working Papers.
    RePEc:nbr:nberwo:22218.

    Full description at Econpapers || Download paper

42. Malaise in the Western Middle Classes. (2016). Chauvel, Louis ; Hartung, Anne.
    In: LIS Working papers.
    RePEc:lis:liswps:683.

    Full description at Econpapers || Download paper

43. Capitalist Spirit and the Markets: Why Income Inequality Matters. (2016). Boukouras, Aristotelis.
    In: Discussion Papers in Economics.
    RePEc:lec:leecon:16/16.

    Full description at Econpapers || Download paper

44. ICT, Offshoring, and the Demand for Part-time Workers: The Case of Japanese Manufacturing. (2016). Kiyota, Kozo ; Maruyama, Sawako.
    In: Keio-IES Discussion Paper Series.
    RePEc:keo:dpaper:2016-015.

    Full description at Econpapers || Download paper

45. Worker Personality: Another Skill Bias beyond Education in the Digital Age. (2016). Sorgner, Alina ; Brunow, Stephan ; Bode, Eckhardt ; Ott, Ingrid.
    In: Jena Economics Research Papers.
    RePEc:jrp:jrpwrp:2016-020.

    Full description at Econpapers || Download paper

46. Rising Work Complexity but Decreasing Returns. (2016). Thomsen, Stephan ; Pikos, Anna Katharina.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp9878.

    Full description at Econpapers || Download paper

47. Are Jobs More Polarized in ICT Firms?. (2016). Vainiomäki, Jari ; Böckerman, Petri ; Laaksonen, Seppo ; Bockerman, Petri ; Vainiomaki, Jari.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp9851.

    Full description at Econpapers || Download paper

48. Delving into the Demand Side: Changes in Workplace Specialization and Job Polarization. (2016). Salvatori, Andrea ; Cortes, Guido Matias.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp10120.

    Full description at Econpapers || Download paper

49. EU 4.0 - The debate on digitalisation and the labour market in Europe. (2016). Grass, Karen.
    In: IAB-Discussion Paper.
    RePEc:iab:iabdpa:201639_en.

    Full description at Econpapers || Download paper

50. Job Polarization, Job Tasks and the Role of Firms. (2016). Heyman, Fredrik.
    In: Working Paper Series.
    RePEc:hhs:iuiwop:1123.

    Full description at Econpapers || Download paper

51. THE EFFECTS OF OFFSHORING TO LOW-WAGE COUNTRIES ON DOMESTIC WAGES – A WORLDWIDE INDUSTRIAL ANALYSIS. (2016). Wolszczak-Derlacz, Joanna ; Parteka, Aleksandra.
    In: GUT FME Working Paper Series A.
    RePEc:gdk:wpaper:36.

    Full description at Econpapers || Download paper

52. The Effects of Artificial Intelligence and Robotics on Business and Employment: Evidence from a survey on Japanese firms. (2016). MORIKAWA, MASAYUKI.
    In: Discussion papers.
    RePEc:eti:dpaper:16066.

    Full description at Econpapers || Download paper

53. Polarization and the growth of low-skill employment in Spanish Local Labor Markets. (2016). Consoli, Davide ; Sánchez-Barrioluengo, Mabel ; Sanchez-Barrioluengo, Mabel.
    In: Papers in Evolutionary Economic Geography (PEEG).
    RePEc:egu:wpaper:1628.

    Full description at Econpapers || Download paper

54. Electricity restructuring, greenhouse gas emissions efficiency and employment reallocation. (2016). Jeong, Jinook ; Kim, Dongha.
    In: Energy Policy.
    RePEc:eee:enepol:v:92:y:2016:i:c:p:468-476.

    Full description at Econpapers || Download paper

55. Job polarization, job tasks and the role of firms. (2016). Heyman, Fredrik.
    In: Economics Letters.
    RePEc:eee:ecolet:v:145:y:2016:i:c:p:246-251.

    Full description at Econpapers || Download paper

56. Worker Personality: Another Skill Bias beyond Education in the Digital Age. (2016). Sorgner, Alina ; Brunow, Stephan ; Bode, Eckhardt ; Ott, Ingrid.
    In: SOEPpapers on Multidisciplinary Panel Data Research.
    RePEc:diw:diwsop:diw_sp875.

    Full description at Econpapers || Download paper

57. Immigrants, Productivity, and Labor Markets. (2016). Peri, Giovanni.
    In: Journal of Economic Perspectives.
    RePEc:aea:jecper:v:30:y:2016:i:4:p:3-30.

    Full description at Econpapers || Download paper

58. The American Dual Economy: Race, Globalization, and the Politics of Exclusion. (2015). Temin, Peter.
    In: Working Papers Series.
    RePEc:thk:wpaper:26.

    Full description at Econpapers || Download paper

59. How Economics Faculty Can Survive (and Perhaps Thrive) in a Brave New Online World. (2015). Navarro, Peter.
    In: Journal of Economic Perspectives.
    RePEc:aea:jecper:v:29:y:2015:i:4:p:155-76.

    Full description at Econpapers || Download paper

60. Is there job polarization at the firm level?. (2013). Vainiomäki, Jari ; Böckerman, Petri ; Jari, Vainiomaki .
    In: MPRA Paper.
    RePEc:pra:mprapa:50833.

    Full description at Econpapers || Download paper

61. Too much cocited documents. This list is not complete

Report date: 2025-10-04 11:02:21 || Missing content? Let us know