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Title: Does herding behavior matter in investment management and perceived market efficiency? Evidence from an emerging market
Authors: Ahmad, M 
Wu, Q 
Issue Date: 2022
Source: Management decision, 2022, v. 60, no. 8, p. 2148-2173
Abstract: Purpose - This article aims to clarify the mechanism by which herding behavior influences perceived market efficiency, investment decisions and the performance of individual investors actively trading on the Pakistan Stock Exchange (PSX).
Design/methodology/approach - The deductive approach was used in this study, as the research is based on the theoretical framework of behavioral finance. A questionnaire and cross-sectional design were employed to collect data from the sample of 309 investors trading on the PSX. The collected data were analyzed using SPSS and AMOS graphics software. Hypotheses were tested using structural equation modeling (SEM).
Findings - The article provides further empirical insights into the relationship between herding behavior and investment management and perceived market efficiency. The results suggest that herding behavior has a markedly negative influence on perceived market efficiency and investment performance, while positively influencing the decision-making of individual investors.
Originality/value - The current study is the first to focus on links between herding behavior and investment management activities and perceived market efficiency. This article enhances the understanding of the role that herding behavior plays in investment management and, more importantly, it improves understanding of behavioral aspects and their influence on investment decision-making in an emerging market. It also adds to the literature in the area of behavioral finance, specifically the role of herding behavior in investment management; this field is in its initial stage, even in developed countries, while little work has been done in developing countries.
Keywords: Herding behavior
Investment decision-making
Investment performance
Perceived market efficiency
Publisher: Emerald Group Publishing Limited
Journal: Management decision 
ISSN: 0025-1747
DOI: 10.1108/MD-07-2020-0867
Rights: © Emerald Publishing Limited. This AAM is provided for your own personal use only. It may not be used for resale, reprinting, systematic distribution, emailing, or for any other commercial purpose without the permission of the publisher.
The following publication Ahmad, M. and Wu, Q. (2022), "Does herding behavior matter in investment management and perceived market efficiency? Evidence from an emerging market", Management Decision, Vol. 60 No. 8, pp. 2148-2173 is published by Emerald and is available at https://dx.doi.org/10.1108/MD-07-2020-0867
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