Digital marketing, social media sentiment, and corporate cash flow

IF 7.1 2区 经济学 Q1 BUSINESS, FINANCE
Finance Research Letters Pub Date : 2026-03-01 Epub Date: 2026-01-20 DOI:10.1016/j.frl.2026.109538
Yang Zhang , Manru Jiang
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引用次数: 0

Abstract

This paper utilizes panel data from non-financial listed companies in the A-share market from 2015 to 2023 to construct a two-way fixed effects model that explores the impact of digital marketing, social media sentiment, and their interactions on corporate cash flow. Empirical results indicate that: digital marketing significantly enhances corporate cash flow; social media sentiment positively moderates the relationship between digital marketing and operating cash flow; there exists a marginal diminishing return of the relationship between digital marketing and corporate cash flow, characterized as an inverted "U" shape; the moderating effect of social media sentiment in the relationship between digital marketing and operating cash flow exhibits heterogeneity across companies with different operational leverage.
数字营销、社会媒体情感和企业现金流
本文利用2015 - 2023年a股非金融类上市公司的面板数据,构建双向固定效应模型,探讨数字营销、社交媒体情绪及其交互作用对企业现金流的影响。实证结果表明:数字营销显著提高了企业现金流;社交媒体情绪正向调节数字营销与经营性现金流的关系;数字营销与企业现金流之间存在边际收益递减关系,呈倒“U”型;社交媒体情绪对数字营销与经营性现金流关系的调节作用在不同经营杠杆的公司中表现出异质性。
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来源期刊
Finance Research Letters
Finance Research Letters BUSINESS, FINANCE-
CiteScore
11.10
自引率
14.40%
发文量
863
期刊介绍: Finance Research Letters welcomes submissions across all areas of finance, aiming for rapid publication of significant new findings. The journal particularly encourages papers that provide insight into the replicability of established results, examine the cross-national applicability of previous findings, challenge existing methodologies, or demonstrate methodological contingencies. Papers are invited in the following areas: Actuarial studies Alternative investments Asset Pricing Bankruptcy and liquidation Banks and other Depository Institutions Behavioral and experimental finance Bibliometric and Scientometric studies of finance Capital budgeting and corporate investment Capital markets and accounting Capital structure and payout policy Commodities Contagion, crises and interdependence Corporate governance Credit and fixed income markets and instruments Derivatives Emerging markets Energy Finance and Energy Markets Financial Econometrics Financial History Financial intermediation and money markets Financial markets and marketplaces Financial Mathematics and Econophysics Financial Regulation and Law Forecasting Frontier market studies International Finance Market efficiency, event studies Mergers, acquisitions and the market for corporate control Micro Finance Institutions Microstructure Non-bank Financial Institutions Personal Finance Portfolio choice and investing Real estate finance and investing Risk SME, Family and Entrepreneurial Finance
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