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Issues and Challenges in Measuring Environmental Expenditures by U.S. Manufacturing: The Redevelopment of the PACE Survey

July 2007

Working Paper Number:

CES-07-20

Abstract

The Pollution Abatement Costs and Expenditures (PACE) survey is the most comprehensive source of information on U.S. manufacturing's capital expenditures and operating costs associated with pollution abatement. In 2003, the U.S. Environmental Protection Agency began a significant initiative to redevelop the survey, guided by the advice of a multi-disciplinary workgroup consisting of economists, engineers, survey design experts, and experienced data users, in addition to incorporating feedback from key manufacturing industries. This paper describes some of these redevelopment efforts. Issues discussed include the approach to developing the new survey instrument, methods used to evaluate (and improve) its performance, innovations in sampling, and the special development and role of outside expertise. The completely redesigned PACE survey was first administered in early 2006.

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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.

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:
industrial, manufacturing, respondent, survey, cost, manufacturer, innovation, expenditure, development, emission, pollutant, epa, environmental, pollution, polluting, pollution abatement, abatement expenditures, costs pollution, environmental expenditures, estimates pollution

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:
Standard Industrial Classification, Census of Manufactures, Annual Survey of Manufactures, Center for Economic Studies, Office of Management and Budget, Pollution Abatement Costs and Expenditures, PAOC, Environmental Protection Agency, Research Data Center, North American Industry Classification System

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