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Skill Requirements across Firms and Labor Markets: Evidence from Job Postings for Professionals

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Cited by:

  1. Brencic, Vera & McGee, Andrew, 2023. "Demand for Personality Traits, Tasks, and Sorting," Working Papers 2023-13, University of Alberta, Department of Economics.
  2. Florian Englmaier & Stefan Grimm & Dominik Grothe & David Schindler & Simeon Schudy, 2024. "The Effect of Incentives in Nonroutine Analytical Team Tasks," Journal of Political Economy, University of Chicago Press, vol. 132(8), pages 2695-2747.
  3. Enghin Atalay & Sebastian Sotelo & Daniel Tannenbaum, 2024. "The Geography of Job Tasks," Journal of Labor Economics, University of Chicago Press, vol. 42(4), pages 979-1008.
  4. Josten, Cecily & Lordan, Grace, 2022. "Automation and the Changing Nature of Work," IZA Discussion Papers 15180, Institute of Labor Economics (IZA).
  5. Enghin Atalay & Phai Phongthiengtham & Sebastian Sotelo & Daniel Tannenbaum, 2020. "The Evolution of Work in the United States," American Economic Journal: Applied Economics, American Economic Association, vol. 12(2), pages 1-34, April.
  6. Black, Sandra E. & Muller, Chandra & Spitz-Oener, Alexandra & He, Ziwei & Hung, Koit & Warren, John Robert, 2021. "The importance of STEM: High school knowledge, skills and occupations in an era of growing inequality," Research Policy, Elsevier, vol. 50(7).
  7. José Azar & Emiliano Huet & Ioana Marinescu & Bledi Taska & Till von, 2024. "Minimum Wage Employment Effects and Labour Market Concentration," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(4), pages 1843-1883.
  8. Cnossen, Femke & Piracha, Matloob & Tchuente, Guy, 2021. "Learning the Right Skill: The Returns to Social, Technical and Basic Skills for Middle-Educated Graduates," GLO Discussion Paper Series 979, Global Labor Organization (GLO).
  9. Saussay, Aurélien & Sato, Misato & Vona, Francesco & O’Kane, Layla, 2022. "Who’s fit for the low-carbon transition? Emerging skills and wage gaps in job and data," FEEM Working Papers 329079, Fondazione Eni Enrico Mattei (FEEM).
  10. Turrell, Arthur & Thurgood, James & Djumalieva, Jyldyz & Copple, David & Speigner, Bradley, 2018. "Using online job vacancies to understand the UK labour market from the bottom-up," Bank of England working papers 742, Bank of England.
  11. Consoli, Davide & Marin, Giovanni & Rentocchini, Francesco & Vona, Francesco, 2023. "Routinization, within-occupation task changes and long-run employment dynamics," Research Policy, Elsevier, vol. 52(1).
  12. Arendt, Lukasz & Gałecka-Burdziak, Ewa & Núñez, Fernando & Pater, Robert & Usabiaga, Carlos, 2023. "Skills requirements across task-content groups in Poland: What online job offers tell us," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
  13. Wei Cheng & Patrick Carlin & Joanna Carroll & Sumedha Gupta & Felipe Lozano Rojas & Laura Montenovo & Thuy D. Nguyen & Ian M. Schmutte & Olga Scrivner & Kosali I. Simon & Coady Wing & Bruce Weinberg, 2020. "Back to Business and (Re)employing Workers? Labor Market Activity During State COVID-19 Reopenings," NBER Working Papers 27419, National Bureau of Economic Research, Inc.
  14. Amanda Chuan & Christian Lyhne Ibsen, 2022. "Skills for the Future? A Life Cycle Perspective on Systems of Vocational Education and Training," ILR Review, Cornell University, ILR School, vol. 75(3), pages 638-664, May.
  15. Matic Radenko M. & Gonzalez-Serrano María Huertas & Damnjanović Jelena & Maksimovic Branka & Papić-Blagojević Nataša & Milošević Isidora & Vuković Jovan, 2022. "Professional competencies development of sports science students: the need for more entrepreneurship education," Management & Marketing, Sciendo, vol. 17(s1), pages 426-448, October.
  16. Azar, José & Marinescu, Ioana & Steinbaum, Marshall & Taska, Bledi, 2020. "Concentration in US labor markets: Evidence from online vacancy data," Labour Economics, Elsevier, vol. 66(C).
  17. Wehner, Caroline & de Grip, Andries & Pfeifer, Harald, 2022. "Do recruiters select workers with different personality traits for different tasks? A discrete choice experiment," Labour Economics, Elsevier, vol. 78(C).
  18. Lyu, Wenjing & Liu, Jin, 2021. "Soft skills, hard skills: What matters most? Evidence from job postings," Applied Energy, Elsevier, vol. 300(C).
  19. Verónica Escudero & Hannah Liepmann & Ana Podjanin, 2024. "Using Online Vacancy and Job Applicants' Data to Study Skills Dynamics," Research in Labor Economics, in: Big Data Applications in Labor Economics, Part B, volume 52, pages 35-99, Emerald Group Publishing Limited.
  20. Stephen Hansen & Tejas Ramdas & Raffaella Sadun & Joe Fuller, 2021. "The Demand for Executive Skills," NBER Working Papers 28959, National Bureau of Economic Research, Inc.
  21. David J Deming & Kadeem Noray, 2020. "Earnings Dynamics, Changing Job Skills, and STEM Careers," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(4), pages 1965-2005.
  22. Barbara Biasi & Song Ma, 2022. "The Education-Innovation Gap," CESifo Working Paper Series 9653, CESifo.
  23. Andrei Ternikov, 2023. "Skill preferences in job postings," Economics Bulletin, AccessEcon, vol. 43(4), pages 1928-1943.
  24. Jeffrey Clemens & Lisa B. Kahn & Jonathan Meer, 2021. "Dropouts Need Not Apply? The Minimum Wage and Skill Upgrading," Journal of Labor Economics, University of Chicago Press, vol. 39(S1), pages 107-149.
  25. Chen, Chien-fei & Liu, Yuanyang & Greig, Jamie Alexander & Shen, Zhenglai & Shi, Yunye, 2022. "The impacts of COVID-19 on clean energy labor markets: Evidence from multifaceted analysis of public health interventions and COVID-health factors," Energy Policy, Elsevier, vol. 164(C).
  26. Emma Duchini & Stefania Simion & Arthur Turrell & Jack Blundell, 2020. "Pay Transparency and Gender Equality," Papers 2006.16099, arXiv.org, revised Dec 2022.
  27. A. A. Ternikov, 2023. "Artificial intelligence and the demand for skills in Russia," Voprosy Ekonomiki, NP Voprosy Ekonomiki, issue 11.
  28. Laible, Marie-Christine & Anger, Silke & Baumann, Martina, 2020. "Personality Traits and Further Training," IAB-Discussion Paper 202034, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
  29. Oleksandr Faryna & Tho Pham & Oleksandr Talavera & Andriy Tsapin, 2020. "Wage Setting and Unemployment: Evidence from Online Job Vacancy Data," Economics Discussion Papers em-dp2020-02, Department of Economics, University of Reading.
  30. Laura S. Zilian & Stella S. Zilian & Georg Jäger, 2021. "Labour market polarisation revisited: evidence from Austrian vacancy data," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 55(1), pages 1-17, December.
  31. Fabienne Kiener & Ann-Sophie Gnehm & Simon Clematide & Uschi Backes-Gellner, 2019. "IT skills in vocational training curricula and labour market outcomes," Economics of Education Working Paper Series 0159, University of Zurich, Department of Business Administration (IBW), revised Sep 2022.
  32. Maciej Berk{e}sewicz & Herman Cherniaiev & Robert Pater, 2021. "Estimating the number of entities with vacancies using administrative and online data," Papers 2106.03263, arXiv.org.
  33. Bloom, Nicholas & Davis, Steven J. & Hansen, Stephen & Lambert, Peter John & Sadun, Raffaella & Taska, Bledi, 2023. "Remote work across jobs, companies and space," LSE Research Online Documents on Economics 121302, London School of Economics and Political Science, LSE Library.
  34. Caglayan, Mustafa & Talavera, Oleksandr & Xiong, Lin, 2022. "Female small business owners in China: Discouraged, not discriminated," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 80(C).
  35. Enghin Atalay & sarada sarada, 2019. "Emerging and Disappearing Work, Thriving and Declining Firms," 2019 Meeting Papers 484, Society for Economic Dynamics.
  36. John (Jianqiu) Bai & Erik Brynjolfsson & Wang Jin & Sebastian Steffen & Chi Wan, 2021. "Digital Resilience: How Work-From-Home Feasibility Affects Firm Performance," NBER Working Papers 28588, National Bureau of Economic Research, Inc.
  37. Ian Burn & Patrick Button & Luis Felipe Munguia Corella & David Neumark, 2019. "Older Workers Need Not Apply? Ageist Language in Job Ads and Age Discrimination in Hiring," NBER Working Papers 26552, National Bureau of Economic Research, Inc.
  38. Honorata Bogusz & Anna Matysiak & Michaela Kreyenfeld, 2023. "Structural Labour Market Change, Cognitive Work, and Fertility in Germany," Working Papers 2023-08, Faculty of Economic Sciences, University of Warsaw.
  39. Heather Krasna & Katarzyna Czabanowska & Angela Beck & Linda F. Cushman & Jonathon P. Leider, 2021. "Labour market competition for public health graduates in the United States: A comparison of workforce taxonomies with job postings before and during the COVID‐19 pandemic," International Journal of Health Planning and Management, Wiley Blackwell, vol. 36(S1), pages 151-167, May.
  40. Peter Hoeschler & Uschi Backes-Gellner, 2017. "The Relative Importance of Personal Characteristics for the Hiring of Young Workers," Economics of Education Working Paper Series 0142, University of Zurich, Department of Business Administration (IBW), revised Jan 2018.
  41. Hemelt, Steven W. & Hershbein, Brad & Martin, Shawn & Stange, Kevin M., 2023. "College majors and skills: Evidence from the universe of online job ads," Labour Economics, Elsevier, vol. 85(C).
  42. Hensvik, Lena & Skans, Oskar Nordström, 2023. "The skill-specific impact of past and projected occupational decline," Labour Economics, Elsevier, vol. 81(C).
  43. Jyldyz Djumalieva & Antonio Lima & Cath Sleeman, 2018. "Classifying Occupations According to Their Skill Requirements in Job Advertisements," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2018-04, Economic Statistics Centre of Excellence (ESCoE).
  44. Piróg Danuta & Hibszer Adam, 2022. "Regional and temporal changes in demand for geography teachers in Poland. Results of job advert tracking in the years 2019–2020," Miscellanea Geographica. Regional Studies on Development, Sciendo, vol. 26(4), pages 198-207, October.
  45. Filippetti, Andrea & Guy, Frederick, 2020. "Labor market regulation, the diversity of knowledge and skill, and national innovation performance," Research Policy, Elsevier, vol. 49(1).
  46. Hunt, Jennifer & Cockburn, Iain & Bessen, James, 2024. "Is Distance from Innovation a Barrier to the Adoption of Artificial Intelligence?," IZA Discussion Papers 17325, Institute of Labor Economics (IZA).
  47. Brencic, Vera & McGee, Andrew, 2023. "Employers’ Demand for Personality Traits and Provision of Incentives," Working Papers 2023-14, University of Alberta, Department of Economics.
  48. Sugat Chaturvedi & Kanika Mahajan & Zahra Siddique, 2024. "Using Domain-Specific Word Embeddings to Examine the Demand for Skills," Research in Labor Economics, in: Big Data Applications in Labor Economics, Part B, volume 52, pages 171-223, Emerald Group Publishing Limited.
  49. Huneeus, Federico & Larrain, Borja & Larrain, Mauricio & Prem, Mounu, 2021. "The internal labor markets of business groups," Journal of Corporate Finance, Elsevier, vol. 69(C).
  50. Schultheiss, Tobias & Pfister, Curdin & Gnehm, Ann-Sophie & Backes-Gellner, Uschi, 2023. "Education expansion and high-skill job opportunities for workers: Does a rising tide lift all boats?," Labour Economics, Elsevier, vol. 82(C).
  51. Marcus Dillender, 2019. "Computerization of White Collar Jobs," Upjohn Working Papers 19-310, W.E. Upjohn Institute for Employment Research.
  52. Eduard Storm, 2022. "Task specialization and the Native‐Foreign Wage Gap," LABOUR, CEIS, vol. 36(2), pages 167-195, June.
  53. Zhiqiang Zhou & Wenyan Liu & Pengfei Cheng & Zhenjin Li, 2022. "The Impact of the Digital Economy on Enterprise Sustainable Development and Its Spatial-Temporal Evolution: An Empirical Analysis Based on Urban Panel Data in China," Sustainability, MDPI, vol. 14(19), pages 1-23, September.
  54. Lipowski, Cäcilia & Salomons, Anna & Zierahn-Weilage, Ulrich, 2024. "Expertise at work: New technologies, new skills, and worker impacts," ZEW Discussion Papers 24-044, ZEW - Leibniz Centre for European Economic Research.
  55. László Czaller & Zoltán Hermann, 2022. "Return to skills and urban size: Evidence from the skill requirements of Hungarian firms," CERS-IE WORKING PAPERS 2205, Institute of Economics, Centre for Economic and Regional Studies.
  56. Morgan Raux, 2019. "Looking for the "Best and Brightest": Hiring difficulties and high-skilled foreign workers," Working Papers halshs-02364921, HAL.
  57. Abi Adams-Prassl & Tom Waters & Maria Balgova & Matthias Qian, 2023. "Firm concentration & job design: the case of schedule flexible work arrangements," IFS Working Papers W23/14, Institute for Fiscal Studies.
  58. Jaimovich, Nir & Cortes, Matias & Siu, Henry, 2018. "The “End of Men†and Rise of Women in the High-Skilled Labor Market," CEPR Discussion Papers 13323, C.E.P.R. Discussion Papers.
  59. Usabiaga, Carlos & Núñez, Fernando & Arendt, Lukasz & Gałecka-Burdziak, Ewa & Pater, Robert, 2022. "Skill requirements and labour polarisation: An association analysis based on Polish online job offers," Economic Modelling, Elsevier, vol. 115(C).
  60. Bachmann, Ronald & Gonschor, Myrielle, 2022. "Technological progress, occupational structure and gender gaps in the German labour market," Ruhr Economic Papers 955, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
  61. Jiaqi Chang & Qingxin Lan & Wan Tang & Hailong Chen & Jun Liu & Yunpeng Duan, 2023. "Research on the Impact of Digital Economy on Manufacturing Total Factor Productivity," Sustainability, MDPI, vol. 15(7), pages 1-21, March.
  62. Atkins, Rachel M.B. & Hernández-Lagos, Pablo & Jara-Figueroa, Cristian & Seamans, Robert, 2023. "JUE Insight: What is the impact of opportunity zones on job postings?," Journal of Urban Economics, Elsevier, vol. 136(C).
  63. Mirjam Bächli & Hélène Benghalem & Doriana Tinello & Damaris Aschwanden & Sascha Zuber & Matthias Kliegel & Michele Pellizzari & Rafael Lalive, 2024. "Ranking occupations by their proximity to workers’ profiles," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 160(1), pages 1-17, December.
  64. David J. Deming, 2021. "The Growing Importance of Decision-Making on the Job," NBER Working Papers 28733, National Bureau of Economic Research, Inc.
  65. Eggenberger, Christian & Backes-Gellner, Uschi, 2023. "IT skills, occupation specificity and job separations," Economics of Education Review, Elsevier, vol. 92(C).
  66. Christina Langer & Simon Wiederhold, 2023. "The Value of Early-Career Skills," CESifo Working Paper Series 10288, CESifo.
  67. Elodie Andrieu & Malgorzata Kuczera, 2023. "Minimum Wage and Skills -Evidence from Job Vacancy Data," Working Papers 034, The Productivity Institute.
  68. Fa-Hsiang Chang, 2024. "The impact of education costs on income inequality," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 71(3), pages 553-574, September.
  69. Xing Li & Xia Chen & Baolei Qi & Gaoliang Tian, 2020. "Employee quality and audit fee: evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(5), pages 4533-4566, December.
  70. Fabienne Kiener & Ann-Sophie Gnehm & Uschi Backes-Gellner, 2023. "Noncognitive skills in training curricula and nonlinear wage returns," International Journal of Manpower, Emerald Group Publishing Limited, vol. 44(4), pages 772-788, February.
  71. Otterby, Dawn & Crawley, Andrew & Gabe, Todd, 2023. "Effects of the Minimum Wage on U.S. County Labor Markets," MPRA Paper 116162, University Library of Munich, Germany.
  72. Daniel Kreisman & Jonathan Smith & Bondi Arifin, 2023. "Labor Market Signaling and the Value of College: Evidence from Resumes and the Truth," Journal of Human Resources, University of Wisconsin Press, vol. 58(6), pages 1820-1849.
  73. Rita Pető & Balázs Reizer, 2021. "Gender differences in the skill content of jobs," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(3), pages 825-864, July.
  74. Raj Chetty & John N Friedman & Michael Stepner & Opportunity Insights Team & Camille Baker & Harvey Barnhard & Matt Bell & Gregory Bruich & Tina Chelidze & Lucas Chu & Westley Cineus & Sebi Devlin-Fol, 2024. "The Economic Impacts of COVID-19: Evidence from a New Public Database Built Using Private Sector Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 139(2), pages 829-889.
  75. Koomen, Miriam & Backes-Gellner, Uschi, 2022. "Occupational Tasks and Wage Inequality in Germany: A Decomposition Analysis," IZA Discussion Papers 15702, Institute of Labor Economics (IZA).
  76. Simon Wiederhold & Christina Langer, 2023. "The Value of Early-Career Skills," Growth Lab Working Papers 204, Harvard's Growth Lab.
  77. Barbieri, Teresa, 2021. "Changes in the Italian wage distribution: the role of routine and social tasks," MPRA Paper 113407, University Library of Munich, Germany.
  78. Sabrina Aufiero & Giordano De Marzo & Angelica Sbardella & Andrea Zaccaria, 2023. "Mapping job complexity and skills into wages," Papers 2304.05251, arXiv.org.
  79. Brancatelli,Calogero & Marguerie,Alicia Charlene & Koettl-Brodmann,Stefanie, 2020. "Job Creation and Demand for Skills in Kosovo : What Can We Learn from Job Portal Data?," Policy Research Working Paper Series 9266, The World Bank.
  80. Brian Callaci & Matthew Gibson & Sérgio Pinto & Marshall Steinbaum & Matt Walsh, 2024. "Grads on the Go: The Effect of Franchise No-Poaching Restrictions On Worker Earnings," Upjohn Working Papers 24-405, W.E. Upjohn Institute for Employment Research.
  81. Matteo Sostero & Enrique Fernández-Macías, 2021. "The Professional Lens: What Online Job Advertisements Can Say About Occupational Task Profiles," JRC Working Papers on Labour, Education and Technology 2021-13, Joint Research Centre.
  82. Florian Englmaier & Stefan Grimm & Dominik Grothe & David Schindler & Simeon Schudy, 2024. "The Efficacy of Tournaments for Nonroutine Team Tasks," Journal of Labor Economics, University of Chicago Press, vol. 42(4), pages 921-948.
  83. Faryna, Oleksandr & Pham, Tho & Talavera, Oleksandr & Tsapin, Andriy, 2022. "Wage and unemployment: Evidence from online job vacancy data," Journal of Comparative Economics, Elsevier, vol. 50(1), pages 52-70.
  84. Lyu, Wenjing & Liu, Jin, 2021. "Artificial Intelligence and emerging digital technologies in the energy sector," Applied Energy, Elsevier, vol. 303(C).
  85. Omar Habets & Jol Stoffers & Beatrice Van der Heijden & Pascale Peters, 2020. "Am I Fit for Tomorrow’s Labor Market? The Effect of Graduates’ Skills Development during Higher Education for the 21st Century’s Labor Market," Sustainability, MDPI, vol. 12(18), pages 1-13, September.
  86. David Dorn & Florian Schoner & Moritz Seebacher & Lisa Simon & Ludger Woessmann, 2024. "Multidimensional Skills as a Measure of Human Capital: Evidence from LinkedIn Profiles," Papers 2409.18638, arXiv.org.
  87. Lennart Ziegler, 2020. "Skill Demand and Posted Wages. Evidence from Online Job Ads in Austria," Vienna Economics Papers 2002, University of Vienna, Department of Economics.
  88. Lennart Ziegler, 2020. "Skill Demand and Posted Wages. Evidence from Online Job Ads in Austria," Vienna Economics Papers vie2002, University of Vienna, Department of Economics.
  89. Ludger Woessmann, 2024. "Skills and Earnings: A Multidimensional Perspective on Human Capital," Rationality and Competition Discussion Paper Series 514, CRC TRR 190 Rationality and Competition.
  90. Ziqiao Ao & Gergely Horvath & Chunyuan Sheng & Yifan Song & Yutong Sun, 2022. "Skill requirements in job advertisements: A comparison of skill-categorization methods based on explanatory power in wage regressions," Papers 2207.12834, arXiv.org.
  91. Kim, Gueyon, 2022. "Trade-Induced Adoption of New Work," IZA Discussion Papers 15165, Institute of Labor Economics (IZA).
  92. Patrick Baylis & Pierre‐Loup Beauregard & Marie Connolly & Nicole M. Fortin & David A. Green & Pablo Gutiérrez‐Cubillos & Samuel Gyetvay & Catherine Haeck & Tímea Laura Molnár & Gaëlle Simard‐Duplain , 2022. "The distribution of COVID‐19–related risks," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 55(S1), pages 172-213, February.
    • Patrick Baylis & Pierre-Loup Beauregard & Marie Connolly & Nicole Fortin & David A. Green & Pablo Gutierrez Cubillos & Sam Gyetvay & Catherine Haeck & Timea Laura Molnar & Gaëlle Simard-Duplain & Henr, 2020. "The Distribution of COVID-19 Related Risks," NBER Working Papers 27881, National Bureau of Economic Research, Inc.
    • Patrick Baylis & Pierre-Loup Beauregard & Marie Connolly & Nicole Fortin & David A. Green & Pablo Gutiérrez-Cubillos & Samuel Gyetvay & Catherine Haeck & Tímea L. Molnár & Gäelle Simard-Duplain & Henr, 2020. "The Distribution of COVID-19 Related Risks," CIRANO Working Papers 2020s-50, CIRANO.
  93. Raymundo M. Campos-Vázquez & Julio César Martínez Sánchez, 2024. "Habilidades buscadas por las empresas en el mercado laboral mexicano: un análisis de las ofertas laborales publicadas en internet/Skills sought by companies in the Mexican labor market: An analysis o," Estudios Económicos, El Colegio de México, Centro de Estudios Económicos, vol. 39(2), pages 243–278-2.
  94. Kapelyuk, Sergey & Karelin, Iliya, 2023. "Digital Skills: Classification, Empirical Estimates of the Demand," MPRA Paper 119644, University Library of Munich, Germany.
  95. Joshua D. Gottlieb & Avi Zenilman, 2020. "When Nurses Travel: Labor Supply Elasticity During COVID-19 Surges," Working Papers 2020-166, Becker Friedman Institute for Research In Economics.
  96. Lu Lan & Gao Qisheng & Zhan Chenglin, 2023. "Influence Mechanism Analysis of the Spatial Evolution of Inter-Provincial Population Flow in China Based on Epidemic Prevention and Control," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 42(3), pages 1-22, June.
  97. Arthur Turrell & Bradley Speigner & Jyldyz Djumalieva & David Copple & James Thurgood, 2019. "Transforming Naturally Occurring Text Data into Economic Statistics: The Case of Online Job Vacancy Postings," NBER Chapters, in: Big Data for Twenty-First-Century Economic Statistics, pages 173-207, National Bureau of Economic Research, Inc.
  98. Ziegler, Lennart, 2021. "Skill Demand and Wages. Evidence from Linked Vacancy Data," IZA Discussion Papers 14511, Institute of Labor Economics (IZA).
  99. Pater, Robert & Szkola, Jaroslaw & Kozak, Marcin, 2019. "A method for measuring detailed demand for workers' competences," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 13, pages 1-30.
  100. Hernnäs, Sofia, 2020. "Automation, Task Content and Occupations when Skills and Tasks are Bundled," Working Paper Series 2020:6, Uppsala University, Department of Economics.
  101. Adams-Prassl, Abi & Balgova, Maria & Qian, Matthias, 2020. "Flexible Work Arrangements in Low Wage Jobs: Evidence from Job Vacancy Data," IZA Discussion Papers 13691, Institute of Labor Economics (IZA).
  102. Koomen, Miriam & Backes-Gellner, Uschi, 2022. "Occupational tasks and wage inequality in West Germany: A decomposition analysis," Labour Economics, Elsevier, vol. 79(C).
  103. Alekseeva, Liudmila & Azar, José & Giné, Mireia & Samila, Sampsa & Taska, Bledi, 2021. "The demand for AI skills in the labor market," Labour Economics, Elsevier, vol. 71(C).
  104. Gu, Ran & Zhong, Ling, 2023. "Effects of stay-at-home orders on skill requirements in vacancy postings," Labour Economics, Elsevier, vol. 82(C).
  105. Beata Javorcik & Ben Kett & Layla O'Kane, 2019. "The Brexit Vote and Labour Demand: Evidence from Online Job Postings," Economics Series Working Papers 878, University of Oxford, Department of Economics.
  106. Cunningham,Wendy & Moroz,Harry Edmund & Muller,Noel & Solatorio,Aivin Vicquierra, 2022. "The Demand for Digital and Complementary Skills in Southeast Asia," Policy Research Working Paper Series 10070, The World Bank.
  107. J. Carter Braxton & Bledi Taska, 2023. "Technological Change and the Consequences of Job Loss," American Economic Review, American Economic Association, vol. 113(2), pages 279-316, February.
  108. Alexis Orellana & Kegon Teng Kok Tan, 2023. "Skills, Aspirations, and Occupations," Working Papers 2023-027, Human Capital and Economic Opportunity Working Group.
  109. Brenčič, Vera & McGee, Andrew, 2023. "Demand for Personality Traits, Tasks, and Sorting," IZA Discussion Papers 16576, Institute of Labor Economics (IZA).
  110. Piróg Danuta & Hibszer Adam, 2023. "Which Skills are the Most Prized? Analysing Monetary Value of Geographers’ Skills on the Labour Market in Six European Countries," Quaestiones Geographicae, Sciendo, vol. 42(4), pages 63-79, December.
  111. Ariel J. Binder & Amanda Eng & Kendall Houghton & Andrew Foote, 2023. "The Gender Pay Gap and Its Determinants Across the Human Capital Distribution," Working Papers 23-31, Center for Economic Studies, U.S. Census Bureau.
  112. Duchini, Emma & Simion, Stefania & Turrell, Arthur, 2020. "Pay Transparency and Cracks in the Glass Ceiling," The Warwick Economics Research Paper Series (TWERPS) 1311, University of Warwick, Department of Economics.
  113. Van Dijcke, David & Buckmann, Marcus & Turrell, Arthur & Key, Tomas, 2023. "Vacancy posting, firm balance sheets, and pandemic policy," Bank of England working papers 1033, Bank of England.
  114. Mario Bossler & Martin Popp, 2022. "Labor Demand on a Tight Leash," Papers 2203.05593, arXiv.org, revised Feb 2024.
  115. He, Chuan & Mau, Karsten & Xu, Mingzhi, 2021. "Trade Shocks and Firms Hiring Decisions: Evidence from Vacancy Postings of Chinese Firms in the Trade War," Labour Economics, Elsevier, vol. 71(C).
  116. Zhou, Jinyan & Du, Ping & Zhao, Wen & Feng, Siche, 2022. "Skill requirements and remunerations in the private teacher labor market: Estimations with online advertisements in China," International Journal of Educational Development, Elsevier, vol. 92(C).
  117. Sorin Tudor & Teodor Florin Cilan & Luiza Loredana Năstase & Mihaela Loredana Ecobici & Elena Rodica Opran & Andrei Valentin Cojocaru, 2023. "Evolution of Interdependencies between Education and the Labor Market in the View of Sustainable Development and Investment in the Educational System," Sustainability, MDPI, vol. 15(5), pages 1-24, February.
  118. Slichter, David & Taveras, Elisa & Monge, Daniela, 2021. "The Skills of Rich and Poor Country Workers," MPRA Paper 106050, University Library of Munich, Germany.
  119. Barbieri, Nicolò & Consoli, Davide, 2019. "Regional diversification and green employment in US metropolitan areas," Research Policy, Elsevier, vol. 48(3), pages 693-705.
  120. Joshua D. Gottlieb & Avi Zenilman, 2020. "When Workers Travel: Nursing Supply During COVID-19 Surges," NBER Working Papers 28240, National Bureau of Economic Research, Inc.
  121. Peter Q. Blair & David J. Deming, 2020. "Structural Increases in Skill Demand after the Great Recession," NBER Working Papers 26680, National Bureau of Economic Research, Inc.
  122. Das, Gouranga Gopal & Marjit, Sugata & Kar, Mausumi, 2020. "The Impact of Immigration on Skills, Innovation and Wages: Education Matters more than where People Come from," Journal of Policy Modeling, Elsevier, vol. 42(3), pages 557-582.
  123. Storm, Eduard, 2021. "Task specialization and the native-foreign wage gap: Evidence from worker-level data," Ruhr Economic Papers 928, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
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