金发姑娘效应:全球企业责任框架的“恰到好处”写作风格如何影响企业对其的使用

The Goldilocks Effect: How the “Just Right” Writing Styles of Global Corporate Responsibility Frameworks Shapes Their Use by Businesses

Regulation & Governance · 2026
被引 0
ABS 3

中文导读

研究发现国际组织发布的企业责任框架文本既不过于简单也不过于复杂时,企业最可能在其社会责任沟通中引用这些框架,这对框架设计者和企业管理者有参考价值。

Abstract

ABSTRACT The 21st century has witnessed a surge in the number of global corporate responsibility (GCR) frameworks issued by international organizations (IOs). Our study investigates whether and to what extent these frameworks shape businesses' Corporate Social Responsibility (CSR) communications. Integrating insights from computational linguistics, we propose that the textual characteristics of GCR frameworks, mainly how they are written, play a crucial role in determining their use by businesses. Using natural language processing, we analyze CSR communications from 320 firms, encompassing 4025 documents, to determine the extent of their incorporation of text from GCR frameworks. The study identifies a “Goldilocks effect,” whereby businesses' use of GCR framework is greatest when the language is neither overly simple nor excessively complex.

企业社会责任国际组织文本分析自然语言处理