CREAT: Census Research Exploration and Analysis Tool

Do Short-Term Incentives Affect Long-Term Productivity?

March 2020

Working Paper Number:

CES-20-10

Abstract

Previous research shows that stock repurchases that are caused by earnings management lead to reductions in firm-level investment and employment. It is natural to expect firms to cut less productive investment and employment first, which could lead to a positive effect on firm-level productivity. However, using Census data, we find that firms make cuts across the board irrespective of plant productivity. This pattern seems to be associated with frictions in the labor market. Specifically, we find evidence that unionization of the labor force may prevent firms from doing efficient downsizing, forcing them to engage in easy or expedient downsizing instead. As a result of this inefficient downsizing, EPS-driven repurchases lead to a reduction in long-term productivity.

Document Tags and Keywords

Keywords Keywords are automatically generated using KeyBERT, a powerful and innovative keyword extraction tool that utilizes BERT embeddings to ensure high-quality and contextually relevant keywords.

By analyzing the content of working papers, KeyBERT identifies terms and phrases that capture the essence of the text, highlighting the most significant topics and trends. This approach not only enhances searchability but provides connections that go beyond potentially domain-specific author-defined keywords.
:
investment, payroll, sale, quarterly, earnings, investor, labor productivity, labor, accounting, employment growth, productivity size, capital productivity, investment productivity, incentive, employment production, firms productivity, invest, union, share

Tags Tags are automatically generated using a pretrained language model from spaCy, which excels at several tasks, including entity tagging.

The model is able to label words and phrases by part-of-speech, including "organizations." By filtering for frequent words and phrases labeled as "organizations", papers are identified to contain references to specific institutions, datasets, and other organizations.
:
Census of Manufactures, Annual Survey of Manufactures, Total Factor Productivity, National Bureau of Economic Research, Chicago Census Research Data Center, Census of Manufacturing Firms, Boston College, North American Industry Classification System, Special Sworn Status

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