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Erschienen in: Journal of Business Ethics 2/2020

20.03.2019 | Original Paper

Changes in Recommendation Rating Systems, Analyst Optimism, and Investor Response

verfasst von: Yen-Jung Tseng, Mark Wilson

Erschienen in: Journal of Business Ethics | Ausgabe 2/2020

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Abstract

We study whether changes in analyst recommendation ratings systems encouraged by the implementation of NASD 2711 in 2002 are associated with improved objectivity and independence in analyst recommendations. Using recommendations issued during windows surrounding major investment banking events (M&A transactions, IPOs and SEOs), we show that reductions in analyst optimism following the reforms concentrate in the recommendations of analysts whose employer adopted a three-tier rating system at the time of the reforms, and that this effect is generally stronger for analysts whom the underlying incentives to engage in unethical behaviour is greatest. We also find evidence that adoption of the three-tier system improved the market’s perception of the objectivity of analyst recommendations issued after SEOs, and that for hold and sell-type recommendations this effect was stronger for analysts subject to the greatest potential ethical conflicts. While we find some evidence of a general post-reform increase in the profitability of recommendations issued following equity transactions, this improvement was only conditioned by changes to the rating system in our IPO sample.

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Fußnoten
1
All but one of the twelve GS signatory firms changed to a three-tier system immediately following the reforms, and it is thus very difficult to separate the impact of the change to rating system from the other provisions of the GS and SRO Rules for these firms.
 
2
Analyzing the Analysts: Hearings Before the House Committee on Capital Markets, Insurance, and Government Sponsored Enterprises of the Committee on Financial Services, prepared testimony of Ronald Glantz, 107th Congress, p. 243, June and July 2001.
 
3
We test recommendation optimism (ROPTIMISM) using ordered logistic regression and use OLS for all other tests. Standard errors are adjusted for clustering by covered firm in all regressions.
 
4
Further details on the measurement of analyst affiliation and optimism are provided in Appendix 2.
 
5
Five brokers switched rating systems during 2004. None of our results are substantively affected if we exclude all observations pertaining to these brokers from our sample, nor if we include observations pertaining to brokers who changed ratings systems after 2004.
 
6
The average pseudo R2 of the 23 year-specific logit regressions is approximately 16% and a least 2 covariates are significant in each regression. We use an annual caliper equivalent to an absolute p-score difference of 1.6%, which generates a sample that is balanced across all covariates in every year.
 
7
The tenor of our results is largely unaffected if we relax the parallel regressions assumption underpinning ordered logistic regression and instead estimate generalised ordered logit models with partial proportional odds. All previously tabulated significant coefficients for ChgtoTier3 × POSTREG × AFF remain significantly associated in the predicted direction with all outcomes in the ordered logit model. Similar results are obtained regarding the coefficient for the two-way interaction (ChgtoTier3 × POSTREG) in the IPO and SEO samples. In the M&A sample only, this test variable only has significant explanatory power regarding the probability that ROPTIMISMMA equals + 1.
 
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Metadaten
Titel
Changes in Recommendation Rating Systems, Analyst Optimism, and Investor Response
verfasst von
Yen-Jung Tseng
Mark Wilson
Publikationsdatum
20.03.2019
Verlag
Springer Netherlands
Erschienen in
Journal of Business Ethics / Ausgabe 2/2020
Print ISSN: 0167-4544
Elektronische ISSN: 1573-0697
DOI
https://doi.org/10.1007/s10551-019-04139-2

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