Employee allocation efficiency in the context of the digital economy: Evidence from “Broadband China” demonstration cities
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DOI: 10.1016/j.eap.2024.04.010
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- Daron Acemoglu & Pascual Restrepo, 2018. "The Race between Man and Machine: Implications of Technology for Growth, Factor Shares, and Employment," American Economic Review, American Economic Association, vol. 108(6), pages 1488-1542, June.
- Goodman-Bacon, Andrew, 2021.
"Difference-in-differences with variation in treatment timing,"
Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
- Andrew Goodman-Bacon, 2018. "Difference-in-Differences with Variation in Treatment Timing," NBER Working Papers 25018, National Bureau of Economic Research, Inc.
- Paul Reynolds & Niels Bosma & Erkko Autio & Steve Hunt & Natalie De Bono & Isabel Servais & Paloma Lopez-Garcia & Nancy Chin, 2005. "Global Entrepreneurship Monitor: Data Collection Design and Implementation 1998–2003," Small Business Economics, Springer, vol. 24(3), pages 205-231, February.
- Clément de Chaisemartin & Xavier D'Haultfœuille, 2020.
"Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects,"
American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
- Cl'ement de Chaisemartin & Xavier D'Haultf{oe}uille, 2018. "Two-way fixed effects estimators with heterogeneous treatment effects," Papers 1803.08807, arXiv.org, revised Mar 2020.
- Clément de Chaisemartin & Xavier D'Haultfoeuille, 2019. "Two-way Fixed Effects Estimators with Heterogeneous Treatment Effects," NBER Working Papers 25904, National Bureau of Economic Research, Inc.
- Gürtzgen, Nicole & Lochner, Benjamin & Pohlan, Laura & van den Berg, Gerard J., 2021.
"Does online search improve the match quality of new hires?,"
Labour Economics, Elsevier, vol. 70(C).
- van den Berg, Gerard & Gürtzgen, Nicole & Lochner, Benjamin & Pohlan, Laura, 2021. "Does online search improve the match quality of new hires?," Working Paper Series 2021:8, IFAU - Institute for Evaluation of Labour Market and Education Policy.
- Gürtzgen, Nicole & Lochner, Benjamin & Pohlan, Laura & Berg, Gerard J. van den, 2021. "Does Online Search Improve the Match Quality of New Hires?," IAB-Discussion Paper 202102, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
- Gürtzgen, Nicole & Lochner, Benjamin & Pohlan, Laura & van den Berg, Gerard J., 2021. "Does Online Search Improve the Match Quality of New Hires?," IZA Discussion Papers 14031, IZA Network @ LISER.
- Gürtzgen, Nicole & Lochner, Benjamin & Pohlan, Laura & van den Berg, Gerard J., 2021. "Does online search improve the match quality of new hires?," ZEW Discussion Papers 21-002, ZEW - Leibniz Centre for European Economic Research.
- Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
- James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
- David H. Autor, 2015. "Why Are There Still So Many Jobs? The History and Future of Workplace Automation," Journal of Economic Perspectives, American Economic Association, vol. 29(3), pages 3-30, Summer.
- Luo, Kang & Liu, Yaobin & Chen, Pei-Fen & Zeng, Mingli, 2022. "Assessing the impact of digital economy on green development efficiency in the Yangtze River Economic Belt," Energy Economics, Elsevier, vol. 112(C).
- Autor, David H. (ed.), 2009. "Studies of Labor Market Intermediation," National Bureau of Economic Research Books, University of Chicago Press, number 9780226032887.
- Wu, Bangzheng & Yang, Weiguo, 2022. "Empirical test of the impact of the digital economy on China's employment structure," Finance Research Letters, Elsevier, vol. 49(C).
- Südekum, Jens & Dauth, Wolfgang & Findeisen, Sebastian & Woessner, Nicole, 2017. "German Robots – The Impact of Industrial Robots on Workers," CEPR Discussion Papers 12306, C.E.P.R. Discussion Papers.
- Kaplan, Andreas M. & Haenlein, Michael, 2010. "Users of the world, unite! The challenges and opportunities of Social Media," Business Horizons, Elsevier, vol. 53(1), pages 59-68, January.
- David H. Autor, 2009. "Studies of Labor Market Intermediation," NBER Books, National Bureau of Economic Research, Inc, number auto07-1, August.
- Nicholas Bloom & James Liang & John Roberts & Zhichun Jenny Ying, 2015.
"Does Working from Home Work? Evidence from a Chinese Experiment,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(1), pages 165-218.
- Bloom, Nicholas & Liang, James & Roberts, John & Ying, Zhichun Jenny, 2013. "Does working from home work? Evidence from a Chinese experiment," LSE Research Online Documents on Economics 51525, London School of Economics and Political Science, LSE Library.
- Nicholas Bloom & James Liang & John Roberts & Zhichun Jenny Ying, 2013. "Does Working from Home Work? Evidence from a Chinese Experiment," CEP Discussion Papers dp1194, Centre for Economic Performance, LSE.
- Nicholas Bloom & James Liang & John Roberts & Zhichun Jenny Ying, 2013. "Does Working from Home Work? Evidence from a Chinese Experiment," NBER Working Papers 18871, National Bureau of Economic Research, Inc.
- Jeremy Galbreath, 2019. "Drivers of Green Innovations: The Impact of Export Intensity, Women Leaders, and Absorptive Capacity," Journal of Business Ethics, Springer, vol. 158(1), pages 47-61, August.
- Zhou, Yi & Zhuo, Chengfeng & Deng, Feng, 2021. "Can the rise of the manufacturing value chain be the driving force of energy conservation and emission reduction in China?," Energy Policy, Elsevier, vol. 156(C).
- Youngjin Yoo & Richard J. Boland & Kalle Lyytinen & Ann Majchrzak, 2012. "Organizing for Innovation in the Digitized World," Organization Science, INFORMS, vol. 23(5), pages 1398-1408, October.
- Olley, G Steven & Pakes, Ariel, 1996.
"The Dynamics of Productivity in the Telecommunications Equipment Industry,"
Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
- George S Olley & Ariel Pakes, 1992. "The Dynamics Of Productivity In The Telecommunications Equipment Industry," Working Papers 92-2, Center for Economic Studies, U.S. Census Bureau.
- G. Steven Olley & Ariel Pakes, 1992. "The Dynamics of Productivity in the Telecommunications Equipment Industry," NBER Working Papers 3977, National Bureau of Economic Research, Inc.
- Dauth, Wolfgang & Findeisen, Sebastian & Südekum, Jens & Wößner, Nicole, 2017. "German robots - the impact of industrial robots on workers," IAB-Discussion Paper 201730, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
- Tan, Wenhao & Wang, Qiong & Guo, Xiuyuan & Chen, Jiangting, 2022. "Political connections and managerial premiums in the labor market: Evidence from China," Economic Modelling, Elsevier, vol. 114(C).
- Connie X. Mao & Jamie Weathers, 2019. "Employee treatment and firm innovation," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 46(7-8), pages 977-1002, July.
- Constantin Mang, 2012. "Online Job Search and Matching Quality," ifo Working Paper Series 147, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
- Varadarajan, Rajan & Yadav, Manjit S., 2009. "Marketing Strategy in an Internet-Enabled Environment: A Retrospective on the First Ten Years of JIM and a Prospective on the Next Ten Years," Journal of Interactive Marketing, Elsevier, vol. 23(1), pages 11-22.
- Alberto Alesina & Ekaterina Zhuravskaya, 2011.
"Segregation and the Quality of Government in a Cross Section of Countries,"
American Economic Review, American Economic Association, vol. 101(5), pages 1872-1911, August.
- Alesina, Alberto & Zhuravskaya, Ekaterina, 2008. "Segregation and the Quality of Government in a Cross-Section of Countries," CEPR Discussion Papers 6943, C.E.P.R. Discussion Papers.
- Alesina, Alberto Francesco & Zhuravskaya, Ekaterina, 2011. "Segregation and the Quality of Government in a Cross Section of Countries," Scholarly Articles 30752835, Harvard University Department of Economics.
- Alberto Alesina & Ekaterina Zhuravskaya, 2011. "Segregation and the Quality of Government in a Cross-Section of Countries," PSE-Ecole d'économie de Paris (Postprint) halshs-00754527, HAL.
- Alberto Alesina & Ekaterina Zhuravskaya, 2011. "Segregation and the Quality of Government in a Cross-Section of Countries," Post-Print halshs-00754527, HAL.
- Alberto Alesina & Ekaterina Zhuravskaya, 2008. "Segregation and the Quality of Government in a Cross-Section of Countries," NBER Working Papers 14316, National Bureau of Economic Research, Inc.
- Alberto Alesina & Ekaterina Zhuravskaya, 2008. "Segregation and the Quality of Government in a Cross-Section of Countries," Working Papers w0120, Center for Economic and Financial Research (CEFIR).
- Alberto Alesina & Ekaterina Zhuravskaya, 2008. "Segregation and the Quality of Government in a Cross-Section of Countries," Working Papers w0120, New Economic School (NES).
- Paul M. Leonardi, 2014. "Social Media, Knowledge Sharing, and Innovation: Toward a Theory of Communication Visibility," Information Systems Research, INFORMS, vol. 25(4), pages 796-816, December.
- Paul H. Malatesta & Kathryn L. DeWenter, 2001. "State-Owned and Privately Owned Firms: An Empirical Analysis of Profitability, Leverage, and Labor Intensity," American Economic Review, American Economic Association, vol. 91(1), pages 320-334, March.
- Li, David D. & Liang, Minsong, 1998. "Causes of the Soft Budget Constraint: Evidence on Three Explanations," Journal of Comparative Economics, Elsevier, vol. 26(1), pages 104-116, March.
- Sun, Liyang & Abraham, Sarah, 2021.
"Estimating dynamic treatment effects in event studies with heterogeneous treatment effects,"
Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
- Liyang Sun & Sarah Abraham, 2018. "Estimating Dynamic Treatment Effects in Event Studies with Heterogeneous Treatment Effects," Papers 1804.05785, arXiv.org, revised Sep 2020.
- Hagiu, Andrei & Wright, Julian, 2015. "Multi-sided platforms," International Journal of Industrial Organization, Elsevier, vol. 43(C), pages 162-174.
- Xiaozhen Qin & Weipan Xu & Haohui ‘Caron’ Chen & Jiawei Zhong & Yifei Sun & Xun Li, 2022. "Automation, firm employment and skill upgrading: firm-level evidence from China," Industry and Innovation, Taylor & Francis Journals, vol. 29(9), pages 1075-1107, October.
- Brockman, Paul & Lee, Hye Seung (Grace) & Salas, Jesus M., 2016. "Determinants of CEO compensation: Generalist–specialist versus insider–outsider attributes," Journal of Corporate Finance, Elsevier, vol. 39(C), pages 53-77.
- Li, Minqi, 2004. "Aggregate Demand, Productivity, and "Disguised Unemployment" in the Chinese Industrial Sector," World Development, Elsevier, vol. 32(3), pages 409-425, March.
- Callaway, Brantly & Sant’Anna, Pedro H.C., 2021.
"Difference-in-Differences with multiple time periods,"
Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
- Brantly Callaway & Pedro H. C. Sant'Anna, 2018. "Difference-in-Differences with Multiple Time Periods," Papers 1803.09015, arXiv.org, revised Dec 2020.
- David H. Autor, 2009. "Introduction to "Studies of Labor Market Intermediation"," NBER Chapters, in: Studies of Labor Market Intermediation, pages 1-23, National Bureau of Economic Research, Inc.
- Yi Lu & Jin Wang & Lianming Zhu, 2019. "Place-Based Policies, Creation, and Agglomeration Economies: Evidence from China's Economic Zone Program," American Economic Journal: Economic Policy, American Economic Association, vol. 11(3), pages 325-360, August.
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- Ke Zhao & Hanfang Li & Youxi Luo, 2026. "Dynamic Evolution and Convergence Analysis of Labor Resource Allocation Efficiency Under Digital Factor Collaboration: The Case of China," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 17(2), pages 5449-5475, April.
- Xianmin Li & Shixiang Li & Qiaosheng Wu & Jinhua Cheng, 2025. "Influence Mechanism of Digital Economy on Urban Green Development Efficiency: A Perspective on New Quality Productive Forces," Sustainability, MDPI, vol. 17(10), pages 1-21, May.
- Xinchun Zhang & Dong Liang & Shuo Zhang, 2025. "The Impact of Digital–Financial Dual Pilot Policy on Carbon Emission Efficiency: Evidence from Chinese Cities," Land, MDPI, vol. 14(4), pages 1-31, March.
- Zhong, Qian & Zhang, Qun & Yang, Jingjing, 2025. "Can artificial intelligence empower energy enterprises to cope with climate policy uncertainty?," Energy Economics, Elsevier, vol. 141(C).
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