What do we know about changing economic activity of firms?

Radhika Pandey, Sapre. Amey () and Pramod Sinha ()
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Sapre. Amey: National Institute of Public Finance and Policy
Pramod Sinha: National Institute of Public Finance and Policy

Working Papers from National Institute of Public Finance and Policy

Abstract: Identifiation of primary economic activity of firms is a prerequisite for compiling several macro aggregates. In this paper we take a statistical approach to understand the extent of changes in primary economic activity of firms over time and across different industries. We use the history of economic activity of over 46000 firms spread over 25 years from CMIE Prowess to identify the number of times firms change the nature of their business. Using the count of changes, we estimate Poisson and Negative Binomial regression models to gain predictability over changing economic activity across industry groups. We show that a Poisson model accurately characterizes the distribution of count of changes across industries and that firms with a long history are more likely to have changed their primary economic activity over the years. Findings show that classification can be a crucial problem in a large dataset like the MCA21 and can even lead to distortions in value addition estimates at the industry level.

Keywords: Economic Activity; Manufacturing; India; Poisson Distribution (search for similar items in EconPapers)
JEL-codes: E00 E01 (search for similar items in EconPapers)
Pages: 18
Date: 2019-01
New Economics Papers: this item is included in nep-his, nep-mac and nep-tid
Note: Working Paper 249, 2019
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Citations: View citations in EconPapers (2)

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Related works:
Journal Article: What Do We Know About Changing Economic Activity of Firms? (2020)
Working Paper: What do we Know about Changing Economic Activity of Firms? (2019)
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