1. The Digital Economy, Integration of Productive Services and Manufacturing, and High-Quality Development of the Manufacturing Sector: Evidence from China. (2024). Guo, Xiaoqiang ; Zhang, Wenjie.
   In: Sustainability.
   RePEc:gam:jsusta:v:16:y:2024:i:23:p:10258-:d:1527635.

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2. Digital transformation and corporate green total factor productivity: Based on double/debiased machine learning robustness estimation. (2024). Xia, Yueming ; Wei, Rongrong.
   In: Economic Analysis and Policy.
   RePEc:eee:ecanpo:v:84:y:2024:i:c:p:808-827.

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1. Acemoglu, D. ; Restrepo, P. The race between man and machine: Implications of technology for growth, factor shares, and employment. 2018 The American Economic Review. 108 1488-1542

2. Ahlstrom, D. ; Arregle, J.L. ; Hitt, M.A. ; Qian, G. ; Ma, X. ; Faems, D. Managing technological, sociopolitical, and institutional change in the new normal. 2020 Journal of Management Studies. 57 411-437

3. Arellano, M. ; Bond, S. Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. 1991 The Review of Economic Studies. 58 277-297

4. Arellano, M. ; Bover, O. Another look at the instrumental variable estimation of error-components models. 1995 Journal of Econometrics. 68 29-51

5. Bahk, B.H. ; Gort, M. Decomposing learning by doing in new plants. 1993 Journal of Political Economy. 101 561-583

6. Berger, A.N. ; Humphrey, D.B. Efficiency of financial institutions: International survey and directions for future research. 1997 European Journal of Operational Research. 98 175-212

7. Bin, P. ; Chen, X. ; Fracasso, A. ; Tomasi, C. Firm employment growth in China: The role of marketization and regional economic factors. 2020 Growth and Change. 51 402-439

8. Bjurek, H. The Malmquist total factor productivity index. 1996 The Scandinavian Journal of Economics. 303-313

9. Bogliacino, F. ; Vivarelli, M. The job creation effects of R&D expenditure. 2012 Australian Economic Papers. 51 96-113
   Paper not yet in RePEc: Add citation now
   
10. Chen, P. Relationship between the digital economy, resource allocation and corporate carbon emission intensity: New evidence from listed Chinese companies. 2022 Environmental Research Communications. 4 -
    Paper not yet in RePEc: Add citation now
    

11. Chen, X. ; Liu, X. ; Zhu, Q. Comparative analysis of total factor productivity in China's high-tech industry. 2022 Technological Forecasting and Social Change. 175 -

12. Cheng, Y. ; Zhou, X. ; Li, Y. The effect of digital transformation on real economy enterprises' total factor productivity. 2023 International Review of Economics & Finance. 85 488-501

13. Cohen, W.M. ; Klepper, S. A reprise of size and R & D. 1996 The Economic Journal. 106 925-951

14. Destefanis, S. ; Rehman, U.N. Investment, innovation activities and employment across European regions. 2023 Structural Change and Economic Dynamics. 65 476-490

15. Dosi, G. ; Piva, M. ; Virgillito, M.E. ; Vivarelli, M. Embodied and disembodied technological change: The sectoral patterns of job-creation and job-destruction. 2021 Research Policy. 50 -

16. Fethi, M.D. ; Pasiouras, F. Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey. 2010 European Journal of Operational Research. 204 189-198

17. Gong, B.H. ; Sickles, R.C. Finite sample evidence on the performance of stochastic frontiers and data envelopment analysis using panel data. 1992 Journal of Econometrics. 51 259-284

18. Grifell-Tatjé, E. ; Lovell, C.K. A note on the Malmquist productivity index. 1995 Economics Letters. 47 169-175
    Paper not yet in RePEc: Add citation now
    
19. Guan, J. ; Chen, K. Measuring the innovation production process: A cross-region empirical study of China's high-tech innovations. 2010 Technovation. 30 348-358
    Paper not yet in RePEc: Add citation now
    

20. Guo, B. ; Wang, Y. ; Zhang, H. ; Liang, C. ; Feng, Y. ; Hu, F. Impact of the digital economy on high-quality urban economic development: Evidence from Chinese cities. 2023 Economic Modelling. 120 -

21. Guo, S. ; Zhang, Z. Green credit policy and total factor productivity: Evidence from Chinese listed companies. 2023 Energy Economics. 107115 -

22. Hao, X. ; Li, Y. ; Ren, S. ; Wu, H. ; Hao, Y. The role of digitalization on green economic growth: Does industrial structure optimization and green innovation matter?. 2023 Journal of Environmental Management. 325 -
    Paper not yet in RePEc: Add citation now
    

23. Kao, C. ; Hwang, S.N. Efficiency decomposition in two-stage data envelopment analysis: An application to non-life insurance companies in Taiwan. 2008 European Journal of Operational Research. 185 418-429

24. Kumar Ravinash, R. ; Stauvermann, J. ; P Samitas, A. The effects of ICT on output per worker: A study of the Chinese economy. 2016 Telecommunications Policy. 40 102-115

25. Li, K. ; Kim, D.J. ; Lang, K.R. ; Kauffman, R.J. ; Naldi, M. How should we understand the digital economy in asia? Critical assessment and research agenda. 2020 Electronic Commerce Research and Applications. 44 -
    Paper not yet in RePEc: Add citation now
    
26. Liu, C. ; Gao, X. ; Ma, W. ; Chen, X. Research on regional differences and influencing factors of green technology innovation efficiency of China's high-tech industry. 2020 Journal of Computational and Applied Mathematics. 369 -
    Paper not yet in RePEc: Add citation now
    

27. Mairesse, J. ; Mohnen, P. Accounting for innovation and measuring innovativeness: An illustrative framework and an application. 2002 The American Economic Review. 92 226-230

28. Nadkarni, S. ; Prügl, R. Digital transformation: A review, synthesis and opportunities for future research. 2021 Management Review Quarterly. 71 233-341

29. Nakatani, R. Does debt maturity influence productivity?. 2023 Economics Bulletin. 43 116-136

30. Nakatani, R. Multifactor productivity growth enhancers across industries and countries: Firm-level evidence. 2024 Eurasian Business Review. 1-46

31. Nakatani, R. Productivity drivers of infrastructure companies: Network industries utilizing economies of scale in the digital era. 2023 Annals of Public and Cooperative Economics. 94 1273-1298

32. Nakatani, R. Total factor productivity enablers in the ICT industry: Cross-country firm level analysis. 2021 Telecommunications Policy. 45 -

33. O'Donnell, C.J. An aggregate quantity framework for measuring and decomposing productivity change. 2012 Journal of Productivity Analysis. 38 255-272

34. Pan, W. ; Xie, T. ; Wang, Z. ; Ma, L. Digital economy: An innovation driver for total factor productivity. 2022 Journal of Business Research. 139 303-311

35. Pastor, J.T. ; Lovell, C.K. A global Malmquist productivity index. 2005 Economics Letters. 88 266-271

36. Rangaswamy, A. ; Moch, N. ; Felten, C. ; Van Bruggen, G. ; Wieringa, J.E. ; Wirtz, J. The role of marketing in digital business platforms. 2020 Journal of Interactive Marketing. 51 72-90
    Paper not yet in RePEc: Add citation now
    

37. Rehman, N.U. ; Nunziante, G. The effect of the digital economy on total factor productivity in European regions. 2023 Telecommunications Policy. 47 -

38. Roodman, D. How to do xtabond2: An introduction to difference and system GMM in Stata. 2009 STATA Journal. 9 86-136

39. Sahut, J.M. ; Iandoli, L. ; Teulon, F. The age of digital entrepreneurship. 2021 Small Business Economics. 56 1159-1169

40. Schot, J. ; Steinmueller, W.E. Three frames for innovation policy: R&D, systems of innovation and transformative change. 2018 Research Policy. 47 1554-1567
    Paper not yet in RePEc: Add citation now
    
41. Shapiro, C. ; Varian, H.R. Information rules: A strategic guide to the network economy. 1999 Harvard Business Press:
    Paper not yet in RePEc: Add citation now
    
42. Si, S. ; Hall, J. ; Suddaby, R. ; Ahlstrom, D. ; Wei, J. Technology, entrepreneurship, innovation and social change in digital economics. 2023 Technovation. 119 -
    Paper not yet in RePEc: Add citation now
    
43. Solow, R.M. Technical change and the aggregate production function. 1957 The Review of Economics and Statistics. 39 312-320
    Paper not yet in RePEc: Add citation now
    
44. Song, B. ; Yuan, K. ; Jin, Y. ; Zhao, L. Regional institutional environment and R&D performance: Evidence from marketization index of China's provinces and panel data of high-tech manufacturing firms. 2024 Chinese Management Studies. -
    Paper not yet in RePEc: Add citation now
    

45. Song, Y. ; Yu, C. ; Hao, L. ; Chen, X. Path for China's high-tech industry to participate in the reconstruction of global value chains. 2021 Technology in Society. 65 -

46. Teece, D.J. Profiting from innovation in the digital economy: Enabling technologies, standards, and licensing models in the wireless world. 2018 Research Policy. 47 1367-1387

47. Wu, J. ; Wu, Z. ; Si, S. The influences of Internet-based collaboration and intimate interactions in buyer–supplier relationship on product innovation. 2016 Journal of Business Research. 69 3780-3787

48. Yunis, M. ; Tarhini, A. ; Kassar, A. The role of ICT and innovation in enhancing organizational performance: The catalysing effect of corporate entrepreneurship. 2018 Journal of Business Research. 88 344-356

1. Fiscal policy and human capital in the race against the machine. (2024). Niemann, Stefan ; Angelini, Daniele ; Roeser, Florian.
   In: Working Paper Series of the Department of Economics, University of Konstanz.
   RePEc:knz:dpteco:2401.

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2. The economic value of childhood socio-emotional skills. (2024). Del Bono, Emilia ; Garcia, Paul ; Etheridge, Ben.
   In: ISER Working Paper Series.
   RePEc:ese:iserwp:2024-01.

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3. Research on the promotion effect and mechanisms of digital empowerment of food enterprises. (2024). Ye, Xuan ; Li, Penglong.
   In: Agricultural Economics.
   RePEc:caa:jnlage:v:70:y:2024:i:2:id:271-2023-agricecon.

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4. Are software automation and teleworker substitutes? Preliminary evidence from Japan. (2024). Okubo, Toshihiro ; Baldwin, Richard.
   In: The World Economy.
   RePEc:bla:worlde:v:47:y:2024:i:4:p:1531-1556.

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5. Evaluation 1 of Artificial Intelligence and Economic Growth. (2023). Benzell, Seth.
   In: The Unjournal Evaluations.
   RePEc:bjn:evalua:2023-1a.

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6. Coupling Coordination Measurement and Evaluation of Urban Digitalization and Green Development in China. (2022). Diao, Yanhua ; Guo, Siliang ; Du, Junliang.
   In: IJERPH.
   RePEc:gam:jijerp:v:19:y:2022:i:22:p:15379-:d:979104.

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7. Labor Market Polarization with Hand-to-Mouth Households. (2021). Wacks, Johannes.
   In: VfS Annual Conference 2021 (Virtual Conference): Climate Economics.
   RePEc:zbw:vfsc21:242391.

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8. Demographic change, secular stagnation and inequality: automation as a blessing?. (2021). Jacobs, Arthur ; Heylen, Freddy.
   In: Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium.
   RePEc:rug:rugwps:21/1030.

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9. Deskilling among Manufacturing Production Workers. (2020). Kunst, David.
   In: Tinbergen Institute Discussion Papers.
   RePEc:tin:wpaper:20190050.

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10. Digitalization and the future of work: Macroeconomic consequences. (2019). Zierahn-Weilage, Ulrich ; Gregory, Terry ; Arntz, Melanie.
    In: ZEW Discussion Papers.
    RePEc:zbw:zewdip:19024.

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11. Technological change and occupation mobility: A task-based approach to horizontal mismatch. (2019). Aepli, Manuel.
    In: GLO Discussion Paper Series.
    RePEc:zbw:glodps:361.

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12. Innovation, Automation, and Inequality: Policy Challenges in the Race against the Machine. (2019). Strulik, Holger ; Prettner, Klaus.
    In: GLO Discussion Paper Series.
    RePEc:zbw:glodps:320.

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13. The race against the robots and the fallacy of the giant cheesecake: Immediate and imagined impacts of artificial intelligence. (2019). Naudé, Wim.
    In: MERIT Working Papers.
    RePEc:unm:unumer:2019005.

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14. Structural Transformation to Manufacturing and Services: What Role for Trade?. (2019). Anderson, Kym ; Ponnusamy, Sundar.
    In: Asian Development Review.
    RePEc:tpr:adbadr:v:36:y:2019:i:2:p:32-71.

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15. Looking ahead at the effects of automation in an economy with matching frictions. (2019). Gil, Pedro ; Guimares, Luis.
    In: MPRA Paper.
    RePEc:pra:mprapa:96238.

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16. Effects of Minimum Wage on Automation and Innovation in a Schumpeterian Economy. (2019). Liao, Chih-Hsing ; Furukawa, Yuichi ; Cozzi, Guido ; Chu, Angus.
    In: MPRA Paper.
    RePEc:pra:mprapa:95824.

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17. Firm Heterogeneity and the Aggregate Labour Share. (2019). Valenzuela, Luis ; Richiardi, Matteo.
    In: MPRA Paper.
    RePEc:pra:mprapa:94561.

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18. Explaining the labor share: automation vs labor market institutions. (2019). Gil, Pedro ; Guimares, Luis.
    In: MPRA Paper.
    RePEc:pra:mprapa:92062.

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19. Automation and Top Income Inequality. (2019). Koru, Omer Faruk.
    In: PIER Working Paper Archive.
    RePEc:pen:papers:19-004.

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20. Comment on Trading Up and the Skill Premium. (2019). Acemoglu, Daron.
    In: NBER Chapters.
    RePEc:nbr:nberch:14254.

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21. Robots at Work: Automatable and Non Automatable Jobs. (2019). Lordan, Grace ; Josten, Cecily.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp12520.

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22. Digitalization and the Future of Work: Macroeconomic Consequences. (2019). Zierahn-Weilage, Ulrich ; Gregory, Terry ; Arntz, Melanie.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp12428.

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23. The Race against the Robots and the Fallacy of the Giant Cheesecake: Immediate and Imagined Impacts of Artificial Intelligence. (2019). Naudé, Wim ; Naude, Wim.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp12218.

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24. Racing With or Against the Machine? Evidence from Europe. (2019). Zierahn-Weilage, Ulrich ; Gregory, Terry ; Salomons, Anna.
    In: IZA Discussion Papers.
    RePEc:iza:izadps:dp12063.

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25. The impact of robots on labour productivity: A panel data approach covering 9 industries and 12 countries. (2019). Pesole, Annarosa ; Jungmittag, Andre.
    In: JRC Working Papers on Labour, Education and Technology.
    RePEc:ipt:laedte:201908.

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26. Generic and Specific Skills as Components of Human Capital: New Challenges for Education Theory and Practice. (2019). Froumin, Isak ; Kuzminov, Yaroslav ; Sorokin, Pavel.
    In: Foresight and STI Governance (Foresight-Russia till No. 3/2015).
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27. 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.

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28. Occupation Mobility, Human Capital and the Aggregate Consequences of Task-Biased Innovations. (2019). Monge-Naranjo, Alexander ; Dvorkin, Maximiliano.
    In: Working Papers.
    RePEc:fip:fedlwp:2019-013.

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29. Robot arithmetic: new technology and wages. (2019). Manning, Alan ; Caselli, Francesco.
    In: LSE Research Online Documents on Economics.
    RePEc:ehl:lserod:87371.

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30. Automation, wage inequality and implications of a robot tax. (2019). Zhang, Pengqing.
    In: International Review of Economics & Finance.
    RePEc:eee:reveco:v:59:y:2019:i:c:p:500-509.

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31. Overview of technology, productivity, trade, growth, and jobs in the United States and the world. (2019). Salvatore, Dominick.
    In: Journal of Policy Modeling.
    RePEc:eee:jpolmo:v:41:y:2019:i:3:p:435-443.

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32. Re-thinking the capabilities of technology in economics.. (2019). Susskind, Daniel.
    In: Economics Bulletin.
    RePEc:ebl:ecbull:eb-18-00857.

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33. Automatic Reaction – What Happens to Workers at Firms that Automate?. (2019). van den Berge, Wiljan.
    In: CPB Discussion Paper.
    RePEc:cpb:discus:390.

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34. Revisiting the Global Decline of the (Non-Housing) Labor Share. (2019). Piton, Sophie ; Gutierrez, German.
    In: Discussion Papers.
    RePEc:cfm:wpaper:1913.

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35. Economic growth and convergence during the transition to production using automation capital. (2019). Lábaj, Martin ; Dujava, Daniel ; Labaj, Martin.
    In: Department of Economic Policy Working Paper Series.
    RePEc:brt:depwps:017.

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36. Revisiting the global decline of the (non-housing) labor share. (2019). Piton, Sophie ; Gutierrez, German.
    In: Bank of England working papers.
    RePEc:boe:boeewp:0811.

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37. The decline of the labor share: new empirical evidence. (2019). Maffei-Faccioli, Nicolò ; Furlanetto, Francesco ; Bergholt, Drago ; Maffeifaccioli, Nicolo ; Drago, Bergholt.
    In: Working Paper.
    RePEc:bno:worpap:2019_18.

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38. We Were The Robots: Automation and Voting Behavior in Western Europe. (2019). Colantone, Italo ; Anelli, Massimo ; Stanig, Piero.
    In: BAFFI CAREFIN Working Papers.
    RePEc:baf:cbafwp:cbafwp19115.

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39. Racing With or Against the Machine?: Evidence from Europe. (2018). Zierahn-Weilage, Ulrich ; Gregory, Terry ; Salomons, A M.
    In: Working Papers.
    RePEc:use:tkiwps:1807.

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40. Job Polarisation in India: Structural Causes and Policy Implications. (2018). Kuriakose, Francis ; Iyer, Deepa Kylasam.
    In: MPRA Paper.
    RePEc:pra:mprapa:96802.

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41. Conveniently Dependent or Naively Overconfident? An Experimental Study on the Reaction to External Help.. (2018). Zhang, Yinjunjie (Jacquelyn ; Xu, Zhicheng ; Palma, Marco.
    In: MPRA Paper.
    RePEc:pra:mprapa:93899.

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42. Does routinization affect occupation dynamics? Evidence from the ‘Italian O*Net’ data. (2018). Quaranta, Roberto ; Guarascio, Dario ; Gualtieri, Valentina.
    In: MPRA Paper.
    RePEc:pra:mprapa:89585.

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43. Should the Government Subsidize Innovation or Automation?. (2018). Liao, Chih-Hsing ; Furukawa, Yuichi ; Cozzi, Guido ; Chu, Angus.
    In: MPRA Paper.
    RePEc:pra:mprapa:88276.

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44. Structural transformation to manufacturing and services: what role for trade?. (2018). PONNUSAMY, Sundar ; Anderson, Kym.
    In: Departmental Working Papers.
    RePEc:pas:papers:2018-26.

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45. Structural transformation and the rise of information technology. (2018). Makridis, Christos ; Gallipoli, Giovanni.
    In: Journal of Monetary Economics.
    RePEc:eee:moneco:v:97:y:2018:i:c:p:91-110.

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46. Understanding the decline in the U.S. labor share: Evidence from occupational tasks. (2018). vom Lehn, Christian.
    In: European Economic Review.
    RePEc:eee:eecrev:v:108:y:2018:i:c:p:191-220.

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47. Structural Transformation to Manufacturing and Services: What Role for Trade?. (2018). Anderson, Kym.
    In: CEPR Discussion Papers.
    RePEc:cpr:ceprdp:13351.

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48. The Micro-Level Anatomy of the Labor Share Decline. (2018). Vincent, Nicolas ; Kehrig, Matthias.
    In: CEPR Discussion Papers.
    RePEc:cpr:ceprdp:13333.

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49. Racing With or Against the Machine? Evidence from Europe. (2018). Zierahn-Weilage, Ulrich ; Gregory, Terry ; Salomons, Anna.
    In: CESifo Working Paper Series.
    RePEc:ces:ceswps:_7247.

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50. The Labor Share, Capital-Labor Substitution, and Factor Augmenting Technologies. (2018). Hirakata, Naohisa ; Koike, Yasutaka.
    In: Bank of Japan Working Paper Series.
    RePEc:boj:bojwps:wp18e20.

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