Do Firms Respond to Gender Pay Gap Transparency?
Morten Bennedsen, Elena Simintzi, Margarita Tsoutsoura, Daniel Wolfenzon
Journal of Finance,
No. 4,
2022
Abstract
We examine the effect of pay transparency on the gender pay gap and firm outcomes. Using a 2006 legislation change in Denmark that requires firms to provide gender-disaggregated wage statistics, detailed employee-employer administrative data, and difference-in-differences and difference-in-discontinuities designs, we find that the law reduces the gender pay gap, primarily by slowing wage growth for male employees. The gender pay gap declines by 2 percentage points, or 13% relative to the prelegislation mean. Despite the reduction of the overall wage bill, the wage transparency mandate does not affect firm profitability, likely because of the offsetting effect of reduced firm productivity.
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A Note on the Use of Syndicated Loan Data
Isabella Müller, Felix Noth, Lena Tonzer
IWH Discussion Papers,
No. 17,
2022
Abstract
Syndicated loan data provided by DealScan is an essential input in banking research. This data is rich enough to answer urging questions on bank lending, e.g., in the presence of financial shocks or climate change. However, many data options raise the question of how to choose the estimation sample. We employ a standard regression framework analyzing bank lending during the financial crisis of 2007/08 to study how conventional but varying usages of DealScan affect the estimates. The key finding is that the direction of coefficients remains relatively robust. However, statistical significance depends on the data and sampling choice and we provide guidelines for applied research.
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The Economics of Firm Productivity
Carlo Altomonte, Filippo di Mauro
Cambridge University Press,
April
2022
Abstract
Productivity varies widely between industries and countries, but even more so across individual firms within the same sectors. The challenge for governments is to strike the right balance between policies designed to increase overall productivity and policies designed to promote the reallocation of resources towards firms that could use them more effectively. The aim of this book is to provide the empirical evidence necessary in order to strike this policy balance. The authors do so by using a micro-aggregated dataset for 20 EU economies produced by CompNet, the Competitiveness Research Network, established some 10 years ago among major European institutions and a number of EU productivity boards, National Central Banks, National Statistical institutes, as well as academic Institutions. They call for pan-EU initiatives involving statistical offices and scholars to achieve a truly complete EU market for firm-level information on which to build solidly founded economic policies.
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Bank Failures, Local Business Dynamics, and Government Policy
Salvador Contreras, Manthos D. Delis, Amit Ghosh, Iftekhar Hasan
Small Business Economics,
No. 4,
2022
Abstract
Using MSA-level data over 1994–2014, we study the effect of bank failures on local business dynamics, in the form of net business formation and net job creation. We find that at least one bank failure in the metropolitan statistical area (MSA) with the mean population prevents approximately 475 net businesses from forming in that area, compared with MSAs that experience no bank failures, ceteris paribus. The equivalent effect on net job creation is 16,433 net job losses. Our results are even stronger for small businesses, which are usually more dependent on bank-firm relationships. These effects point to significant welfare losses stemming from bank failures, highlighting an important role for government intervention. We show that the Troubled Asset Relief Program (TARP) is effective in reducing the negative effects of bank failures on local business dynamics. This positive effect of TARP is quite uniform across small and large firms.
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Non-Standard Errors
Albert J. Menkveld, Anna Dreber, Felix Holzmeister, Juergen Huber, Magnus Johannesson, Markus Kirchner, Sebastian Neusüss, Michael Razen, Utz Weitzel, et al.
Abstract
In statistics, samples are drawn from a population in a datagenerating process (DGP). Standard errors measure the uncertainty in sample estimates of population parameters. In science, evidence is generated to test hypotheses in an evidencegenerating process (EGP). We claim that EGP variation across researchers adds uncertainty: non-standard errors. To study them, we let 164 teams test six hypotheses on the same sample. We find that non-standard errors are sizeable, on par with standard errors. Their size (i) co-varies only weakly with team merits, reproducibility, or peer rating, (ii) declines significantly after peer-feedback, and (iii) is underestimated by participants.
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09.11.2021 • 27/2021
IWH Bankruptcy Update: Still No Indication of Impending Bankruptcy Wave
The number of corporate bankruptcies in Germany edged slightly upward in October following several months of historic lows. The number of jobs impacted by bankruptcy also remained unusually depressed. These are the headline figures from this month’s IWH Bankruptcy Update, a report on German bankruptcy statistics published by the Halle Institute for Economic Research (IWH).
Steffen Müller
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06.10.2021 • 24/2021
IWH Bankruptcy Update: Bankruptcy Figures Remain Low; More Manufacturing Jobs Impacted
The number of corporate bankruptcies in Germany remained near to a historic low in September. However, there was a considerable increase in the share of manufacturing jobs impacted by bankruptcy. These are the key findings of the IWH Bankruptcy Update, published by the Halle Institute for Economic Research (IWH), which provides monthly statistics on corporate bankruptcies in Germany.
Steffen Müller
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07.09.2021 • 22/2021
IWH Bankruptcy Update: Ongoing Decline in Bankruptcy Statistics
After hitting an all-time low in July, the number of firms declaring bankruptcy in Germany fell yet again in August. A new low was also registered in the number of impacted jobs. These are the headline findings of the IWH Bankruptcy Report, published by the Halle Institute for Economic Research (IWH), which provides a monthly update on German bankruptcy statistics.
Steffen Müller
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Returns to ICT Skills
Oliver Falck, Alexandra Heimisch-Roecker, Simon Wiederhold
Research Policy,
No. 7,
2021
Abstract
How important is mastering information and communication technology (ICT) on modern labor markets? We answer this question with unique data on ICT skills tested in 19 countries. Our two instrumental-variable models exploit technologically induced variation in broadband Internet availability that gives rise to variation in ICT skills across countries and German municipalities. We find statistically and economically significant returns to ICT skills. For instance, an increase in ICT skills similar to the gap between an average-performing and a top-performing country raises earnings by about 8 percent. One mechanism driving positive returns is selection into occupations with high abstract task content.
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05.08.2021 • 21/2021
IWH Bankruptcy Update: Bankruptcies in Germany Fall to an All-time Low
The number of corporate bankruptcies in Germany fell to a historic low in July, and are not anticipated to trend higher in August, according to IWH’s leading indicators. The IWH Bankruptcy Update, published by the Halle Institute for Economic Research (IWH), provides monthly statistics on corporate bankruptcies in Germany.
Steffen Müller
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