CREAT: Census Research Exploration and Analysis Tool

Temperature and Local Industry Concentration

October 2023

Working Paper Number:

CES-23-51

Abstract

We use plant-level data from the US Census of Manufacturers to study the short and long run effects of temperature on manufacturing activity. We document that temperature shocks significantly increase energy costs and lower the productivity of small manufacturing plants, while large plants are mostly unaffected. In US counties that experienced higher increases in average temperatures between the 1980s and the 2010s, these heterogeneous effects have led to higher concentration of manufacturing activity within large plants, and a reallocation of labor from small to large manufacturing establishments. We offer a preliminary discussion of potential mechanisms explaining why large manufacturing firms might be better equipped for long-run adaptation to climate change, including their ability to hedge across locations, easier access to finance, and higher managerial skills.

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.
:
economist, production, market, macroeconomic, industrial, company, manufacturing, manufacturer, produce, economically, plant productivity, industry concentration, plant employment, manufacturing plants

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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, Energy Information Administration, Longitudinal Business Database, Manufacturing Energy Consumption Survey, Environmental Protection Agency, Census of Manufacturing Firms, 1990 Census, North American Industry Classification System, Herfindahl Hirschman Index, Census Bureau Disclosure Review Board, Herfindahl-Hirschman, Federal Statistical Research Data Center

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