收益
杠杆(统计)
普通最小二乘法
产品市场
竞赛(生物学)
业务
色散(光学)
经济
投资决策
公司治理
会计
计量经济学
金融经济学
财务
微观经济学
行为经济学
计算机科学
激励
生物
光学
物理
机器学习
生态学
作者
Khairul Anuar Kamarudin,Wan Adibah Wan Ismail,Larelle Chapple,Thu Phuong Truong
标识
DOI:10.1108/jfra-04-2023-0184
摘要
Purpose This study aims to examine the effects of product market competition (PMC) on analysts’ earnings forecast attributes, particularly forecast accuracy and dispersion. The authors also investigate whether investor protection moderates the relationship between PMC and forecast attributes. Design/methodology/approach The sample covers 49,578 firm-year observations from 38 countries. This study uses an ordinary least squares regression, a Heckman two-stage regression and an instrumental two-stage least squares regression. Findings This study finds that PMC is associated with higher forecast accuracy and lower dispersion. The results also show that investor protection enhances the effect of PMC on forecast accuracy and dispersion. These findings imply that countries with strong investor protection have a better information environment, as exhibited by the stronger relationship between PMC and analysts’ forecast properties. Practical implications The findings highlight the importance of strong governance mechanisms in both the country and industry environments. Policymakers, including government agencies and financial regulators, can leverage these insights to formulate regulations that promote competition, ensure investor protection and facilitate informed investment decisions. Originality/value This study advances our understanding of how PMC affects analysts’ earnings forecast attributes. In addition, it pioneers evidence of the moderating role of investor protection in the relationship between PMC and forecast attributes.
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