Competition Culture and Corporate Finance: A Measure of Firms' Competition Culture Based on a Textual Analysis of 10-K Filings

Harris, Terry

  • 出版商: Palgrave MacMillan
  • 出版日期: 2024-04-26
  • 售價: $5,460
  • 貴賓價: 9.5$5,187
  • 語言: 英文
  • 頁數: 249
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3031301587
  • ISBN-13: 9783031301582
  • 無法訂購

商品描述

This book introduces a measure of firms' competition culture based on a textual analysis and natural language processing (NPL) of firms' 10-K filings. Using this measure, the book explores the relationship between competition culture and various phenomena in corporate finance, specifically, institutional ownership structure, stock return performance, idiosyncratic stock price crash risk, meeting/beating analysts' earnings expectations, and earnings management activity, for a large sample of US-based financial and non-financial firms. In particular, the book provides evidence that transient institutional ownership intensifies firms' competition culture, while dedicated institutional ownership lessens it. In addition, the book's findings suggest that firms with greater levels of competition culture achieve higher levels of short-term stock return performance, experience greater incidence of idiosyncratic stock price crashes, and are more prone to meet/beat analysts forecast and engagein accruals-based earnings manipulation.

Finally, the book examines the role played by competition culture in financial firms (i.e., banks). Specifically, the book explores the effect of competition culture on bank lending and shows that banks with greater levels of competition culture are generally more prone to engage in procyclical lending activity. The findings of the book have significant policy implications and will be of interests to regulators, accounting standard-setters, managers and those charged with firm governance, career academics and researchers, graduates, and those generally interested in the role played by corporate culture in the related fields of finance, economics, and accounting.

商品描述(中文翻譯)

本書介紹了一種基於文本分析和自然語言處理(NPL)的企業競爭文化度量方法,該方法是通過對企業的10-K申報文件進行分析得出的。利用這種度量方法,本書探討了競爭文化與企業金融中的各種現象之間的關係,具體包括機構持股結構、股票回報表現、特殊股價崩盤風險、滿足/超越分析師盈利預期以及盈利管理活動等,對美國金融和非金融企業的大樣本進行了研究。特別是,本書提供了證據表明,短暫的機構持股加劇了企業的競爭文化,而專注的機構持股則減輕了競爭文化。此外,本書的研究結果還表明,競爭文化水平較高的企業實現了更高水平的短期股票回報表現,更容易出現特殊股價崩盤,並更容易滿足/超越分析師的預測,並從事基於應計利潤的盈利管理。

最後,本書還探討了競爭文化在金融機構(即銀行)中的作用。具體而言,本書研究了競爭文化對銀行貸款的影響,並顯示競爭文化水平較高的銀行通常更容易從事與經濟周期相關的貸款活動。本書的研究結果對政策有重要的影響,將對監管機構、會計準則制定者、管理者以及負責企業治理的人士、職業學者和研究人員、畢業生以及對企業文化在金融、經濟和會計等相關領域中的作用感興趣的人具有重要的參考價值。

作者簡介

Terry Harris is an Associate Professor at Durham University Business School, Durham University, United Kingdom. He received his Bachelor's degree (double major) in Computer Science and Accounting, a Master of Philosophy (MPhil) in Computer Science focusing on Machine Learning, a professional accounting designation with the Association of Chartered Certified Accountants (ACCA), and a Doctor of Philosophy (PhD) in Finance. Terry has engaged in theoretical and applied research and publications primarily focused on the impact of corporate culture on firms' economic outcomes. In this vein, he has co-authored and published the articles entitled "Institutional Ownership and Firms' Thrust to Compete" in the British Journal of Management and "Measuring firms' market orientation using textual analysis of 10-K filings" also in the British Journal of Management.

作者簡介(中文翻譯)

Terry Harris是英國杜倫大學商學院的副教授。他在杜倫大學獲得雙主修的計算機科學和會計學學士學位,並獲得計算機科學的哲學碩士學位(MPhil),專攻機器學習。他還通過英國特許公認會計師協會(ACCA)獲得了專業會計資格,並獲得了金融學的博士學位(PhD)。Terry從事理論和應用研究,主要關注企業文化對企業經濟結果的影響。在這方面,他與他人合著並發表了兩篇文章,分別是《機構所有權和企業競爭力的推動》(發表於《英國管理學雜誌》)和《通過對10-K文件的文本分析來衡量企業的市場導向》(同樣發表於《英國管理學雜誌》)。