{"title":"Do off-Site R&D Institutions Matter for Corporate Exploratory Innovation?","authors":"Chen Cheng, Jinghao Mu, Guanchun Liu","doi":"10.1002/ijfe.70020","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>This study examines the effect of off-site R&D institutions on exploratory innovation based on the emerging economy of China. The results using a sample of listed firms from 2009 to 2019 show that off-site R&D institutions can significantly enhance exploratory innovation and firms engaged with off-site R&D institutions exhibit 58.2% higher exploratory innovation than those without off-site R&D institutions. To enhance the robustness of the finding, we employ robustness checks using difference-in-differences, placebo test, and propensity score matching methods. Further mechanism tests demonstrate that the positive productivity effect is attributed to knowledge base expansion, increased knowledge diversity, and the promotion of R&D cooperation, which is consistent with the knowledge diffusion channel. Our findings contribute to a more comprehensive understanding of technology diffusion across regions in a typical country that is engaged in technology catch-up.</p>\n </div>","PeriodicalId":47461,"journal":{"name":"International Journal of Finance & Economics","volume":"31 2","pages":"1880-1898"},"PeriodicalIF":2.8000,"publicationDate":"2026-04-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Finance & Economics","FirstCategoryId":"96","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/ijfe.70020","RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/7/23 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
引用次数: 0
Abstract
This study examines the effect of off-site R&D institutions on exploratory innovation based on the emerging economy of China. The results using a sample of listed firms from 2009 to 2019 show that off-site R&D institutions can significantly enhance exploratory innovation and firms engaged with off-site R&D institutions exhibit 58.2% higher exploratory innovation than those without off-site R&D institutions. To enhance the robustness of the finding, we employ robustness checks using difference-in-differences, placebo test, and propensity score matching methods. Further mechanism tests demonstrate that the positive productivity effect is attributed to knowledge base expansion, increased knowledge diversity, and the promotion of R&D cooperation, which is consistent with the knowledge diffusion channel. Our findings contribute to a more comprehensive understanding of technology diffusion across regions in a typical country that is engaged in technology catch-up.