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Erschienen in: Review of Quantitative Finance and Accounting 1/2018

28.03.2017 | Original Research

Product market competition, competitive strategy, and analyst coverage

verfasst von: Rongrong Zhang

Erschienen in: Review of Quantitative Finance and Accounting | Ausgabe 1/2018

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Abstract

This paper examines how product market competition and strategic interactions among peer firms influence analyst coverage. First, we hypothesize that product market competition increases both the demand and supply of analyst coverage. Using three variations of industry concentration ratios and a firm specific measure of competition, we test and find a positive and significant effect of market competition on analyst coverage. Second, we explore an information transfer channel through which product market affects analyst coverage. We hypothesize that information flows more freely among firms selling similar products. Such information flows lowers analyst information collection and processing costs, which in turn increases analyst coverage. Using product similarity index developed by Hoberg and Phillips (J Polit Econ 124(5):1423–1465, 2016) to capture the effect of information transfer, we find that analyst coverage increases with product similarity. Third we examine the role of competitive strategy in analyst coverage. We split our sample into markets of strategic complements and strategic substitutes. We find that the effect of market competition and analyst coverage is more pronounced in markets where firms compete as strategic complements.

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Fußnoten
1
A growing body of research that document peer effect on firm policies include the peer effect on capital structure (Leary and Roberts 2014), the peer effect on investment (Foucault and Frésard 2014).
 
2
Recent empirical research documents the effect of product market competition in capital structure (Chevalier 1995; Showalter 1995 and 1999), corporate cash holding (Frésard 2010), organizational structure (Bloom 2010), voluntary disclosure (Li 2010), cost of debt (Valta 2012), and firm investment in tangible capital (Frésard and Valta 2016).
 
3
We would like to thank an anonymous referee for making this suggestion.
 
4
We would like to thank an anonymous referee for making this comment.
 
5
Prior studies on voluntary disclosure have shown that disclosure (concealing) of market demand is optimal with Bertrand (Cournot) competition. Disclosure (concealing) of cost information is optimal with Cournot (Betrand) competition (Grossman 1981; Milgrom 1981; Gal-or 1985). In Bertrand duopoly model prices are strategic complements. In Cournot duopoly model quantities are strategic substitutes.
 
6
See Healy and Palepu (2001) for a review of empirical research on voluntary disclosure.
 
7
Strategic complements and strategic substitutes are concepts used extensively in game theory. In the case of competitive complements, the best response of firm X to peer firms’ action is to take a matching action. For example, if competitors raise prices, the best response for firm X is to raise price. In contrast, in the case of competitive substitutes, the best response of firm X to peer firms’ action is to take an off-setting action. For example, in response to the increased output by competitors, the best response for firm X is to lower its output.
 
8
We thank professor Hoberg and Professor Phillips for making their data public.
 
9
FITHHI data is downloaded from Hoberg to Phillips Industry Classification Library. Hoberg and Phillips (2010b) point out FITHHI contains measurement errors. Therefore, we take precaution in interpreting related results.
 
10
Sundaram et al. (1996) define industry using four-digit SIC. We adopt three-digit SIC to be consistent with the Hoberg and Phillips text based industry classification system designed to have the same level of coarseness as three-digit SIC.
 
11
We keep only firms with non-zero analyst coverage in our sample.
 
12
Management earnings forecasts are not mandatory, that is, some firms make no such forecasts during the year.
 
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Metadaten
Titel
Product market competition, competitive strategy, and analyst coverage
verfasst von
Rongrong Zhang
Publikationsdatum
28.03.2017
Verlag
Springer US
Erschienen in
Review of Quantitative Finance and Accounting / Ausgabe 1/2018
Print ISSN: 0924-865X
Elektronische ISSN: 1573-7179
DOI
https://doi.org/10.1007/s11156-017-0629-x

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