Re-Engineering Key National Economic Indicators

68 Pages Posted: 2 Aug 2019 Last revised: 10 Nov 2024

See all articles by Gabriel Ehrlich

Gabriel Ehrlich

University of Michigan at Ann Arbor

John Haltiwanger

University of Maryland - Department of Economics; National Bureau of Economic Research (NBER); Institute for the Study of Labor (IZA)

Ron S. Jarmin

U.S. Census Bureau

David Johnson

University of Michigan at Ann Arbor

Matthew D. Shapiro

University of Michigan at Ann Arbor - Department of Economics; National Bureau of Economic Research (NBER)

Multiple version iconThere are 2 versions of this paper

Date Written: July 2019

Abstract

Traditional methods of collecting data from businesses and households face increasing challenges. These include declining response rates to surveys, increasing costs to traditional modes of data collection, and the difficulty of keeping pace with rapid changes in the economy. The digitization of virtually all market transactions offers the potential for re-engineering key national economic indicators. The challenge for the statistical system is how to operate in this data-rich environment. This paper focuses on the opportunities for collecting item-level data at the source and constructing key indicators using measurement methods consistent with such a data infrastructure. Ubiquitous digitization of transactions allows price and quantity be collected or aggregated simultaneously at the source. This new architecture for economic statistics creates challenges arising from the rapid change in items sold. The paper explores some recently proposed techniques for estimating price and quantity indices in large-scale item-level data. Although those methods display tremendous promise, substantially more research is necessary before they will be ready to serve as the basis for the official economic statistics. Finally, the paper addresses implications for building national statistics from transactions for data collection and for the capabilities and organization of the statistical agencies in the 21st century.

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Suggested Citation

Ehrlich, Gabriel and Haltiwanger, John C. and Jarmin, Ron S. and Johnson, David and Shapiro, Matthew D., Re-Engineering Key National Economic Indicators (July 2019). NBER Working Paper No. w26116, Available at SSRN: https://ssrn.com/abstract=3428168

Gabriel Ehrlich (Contact Author)

University of Michigan at Ann Arbor ( email )

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John C. Haltiwanger

University of Maryland - Department of Economics ( email )

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National Bureau of Economic Research (NBER) ( email )

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Ron S. Jarmin

U.S. Census Bureau ( email )

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David Johnson

University of Michigan at Ann Arbor ( email )

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Matthew D. Shapiro

University of Michigan at Ann Arbor - Department of Economics ( email )

and Survey Research Center
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National Bureau of Economic Research (NBER) ( email )

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United States
313-764-5419 (Phone)
313-764-2769 (Fax)

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