{"title":"Digital marketing, social media sentiment, and corporate cash flow","authors":"Yang Zhang , Manru Jiang","doi":"10.1016/j.frl.2026.109538","DOIUrl":null,"url":null,"abstract":"<div><div>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.</div></div>","PeriodicalId":12167,"journal":{"name":"Finance Research Letters","volume":"92 ","pages":"Article 109538"},"PeriodicalIF":7.1000,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Finance Research Letters","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1544612326000693","RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/1/20 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
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.
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