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The impact of social media input intensity on firm performance: Evidence from Sina Weibo

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  • Zu, Xu
  • Diao, Xinyi
  • Meng, Zhiyi

Abstract

The aim of the present paper is to determine whether launching social media accounts affects the performance of a firm, assess the impact of firms’ different social media input intensity on their performance, and identify whether there is a linear or nonlinear relationship between firm performance and social media input intensity. To this end, this paper takes panel data, matching data for private listed firms from Sina Weibo and the China Stock Market & Accounting Research Database between the years of 2010 and 2014 as an example to empirically investigate the abovementioned issues. The results show that: (1) launching Weibo accounts does indeed enhance the performance of firms; (2) greater Weibo input intensity leads to a greater improvement in performance; (3) Weibo input intensity has a nonlinear impact on firm performance, and, more specifically, there is an inverted U-shaped relationship between input intensity and performance; and (4) firm size has a significantly positive influence on the relationship between Weibo input intensity and firm performance, but the type of real controller of firm does not have a statistically significant impact on the relationship between the two. This paper innovatively investigates the nonlinear impact of social media input intensity on firm performance, while previous work investigated only their linear relationship. Another contribution of this work is that the existing customer-oriented literature mainly utilized questionnaire data, which may be subject to human manipulation, while this paper collected Weibo data through data mining, making the research more comprehensive and accurate.

Suggested Citation

  • Zu, Xu & Diao, Xinyi & Meng, Zhiyi, 2019. "The impact of social media input intensity on firm performance: Evidence from Sina Weibo," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 536(C).
    • Handle: RePEc:eee:phsmap:v:536:y:2019:i:c:s0378437119314621
    DOI: 10.1016/j.physa.2019.122556
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    References listed on IDEAS

    as
    1. Ding, Rong & Li, Jialong & Wu, Zhenyu, 2018. "Government affiliation, real earnings management, and firm performance: The case of privately held firms," Journal of Business Research, Elsevier, vol. 83(C), pages 138-150.
    2. Guan, Wanqiu & Gao, Haoyu & Yang, Mingmin & Li, Yuan & Ma, Haixin & Qian, Weining & Cao, Zhigang & Yang, Xiaoguang, 2014. "Analyzing user behavior of the micro-blogging website Sina Weibo during hot social events," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 395(C), pages 340-351.
    3. Ki‐Hoon Lee & Beom Cheol Cin & Eui Young Lee, 2016. "Environmental Responsibility and Firm Performance: The Application of an Environmental, Social and Governance Model," Business Strategy and the Environment, Wiley Blackwell, vol. 25(1), pages 40-53, January.
    4. Juanjuan Zhao & Weili Wu & Xiaolong Zhang & Yan Qiang & Tao Liu & Lidong Wu, 2014. "A short-term trend prediction model of topic over Sina Weibo dataset," Journal of Combinatorial Optimization, Springer, vol. 28(3), pages 613-625, October.
    5. Georges Samara & Jasmina Berbegal-Mirabent, 2018. "Independent directors and family firm performance: does one size fit all?," International Entrepreneurship and Management Journal, Springer, vol. 14(1), pages 149-172, March.
    6. Veugelers, Reinhilde & Cassiman, Bruno, 1999. "Make and buy in innovation strategies: evidence from Belgian manufacturing firms," Research Policy, Elsevier, vol. 28(1), pages 63-80, January.
    7. Chen, Yubo & Fay, Scott & Wang, Qi, 2011. "The Role of Marketing in Social Media: How Online Consumer Reviews Evolve," Journal of Interactive Marketing, Elsevier, vol. 25(2), pages 85-94.
    8. Rosa Maria Dangelico & Pierpaolo Pontrandolfo, 2015. "Being ‘Green and Competitive’: The Impact of Environmental Actions and Collaborations on Firm Performance," Business Strategy and the Environment, Wiley Blackwell, vol. 24(6), pages 413-430, September.
    9. Tamal Mondal & Prithviraj Pramanik & Indrajit Bhattacharya & Naiwrita Boral & Saptarshi Ghosh, 2018. "Analysis and Early Detection of Rumors in a Post Disaster Scenario," Information Systems Frontiers, Springer, vol. 20(5), pages 961-979, October.
    10. Kaplan, Andreas M. & Haenlein, Michael, 2010. "Users of the world, unite! The challenges and opportunities of Social Media," Business Horizons, Elsevier, vol. 53(1), pages 59-68, January.
    11. Kang, Young-Sam & Kim, Byung-Yeon, 2012. "Ownership structure and firm performance: Evidence from the Chinese corporate reform," China Economic Review, Elsevier, vol. 23(2), pages 471-481.
    12. Jin, Xi & Shen, Dehua & Zhang, Wei, 2016. "Has microblogging changed stock market behavior? Evidence from China," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 452(C), pages 151-156.
    13. Anas A. Al Bakri, 2017. "The impact of social media adoption on competitive advantage in the small and medium enterprises," International Journal of Business Innovation and Research, Inderscience Enterprises Ltd, vol. 13(2), pages 255-269.
    14. Frambach, Ruud T. & Fiss, Peer C. & Ingenbleek, Paul T.M., 2016. "How important is customer orientation for firm performance? A fuzzy set analysis of orientations, strategies, and environments," Journal of Business Research, Elsevier, vol. 69(4), pages 1428-1436.
    15. Yao, Weiyi & Jiao, Pengfei & Wang, Wenjun & Sun, Yueheng, 2019. "Understanding human reposting patterns on Sina Weibo from a global perspective," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 518(C), pages 374-383.
    16. Minghua Dong & Xiong Xiong & Xiao Li & Dehua Shen, 2018. "Weibo Attention and Stock Market Performance: Some Empirical Evidence," Complexity, Hindawi, vol. 2018, pages 1-8, September.
    17. Kostopoulos, Konstantinos & Papalexandris, Alexandros & Papachroni, Margarita & Ioannou, George, 2011. "Absorptive capacity, innovation, and financial performance," Journal of Business Research, Elsevier, vol. 64(12), pages 1335-1343.
    18. Billie Jo Zirger & Modesto A. Maidique, 1990. "A Model of New Product Development: An Empirical Test," Management Science, INFORMS, vol. 36(7), pages 867-883, July.
    19. Trainor, Kevin J. & Andzulis, James (Mick) & Rapp, Adam & Agnihotri, Raj, 2014. "Social media technology usage and customer relationship performance: A capabilities-based examination of social CRM," Journal of Business Research, Elsevier, vol. 67(6), pages 1201-1208.
    20. Shen, Dehua & Li, Xiao & Xue, Mei & Zhang, Wei, 2017. "Does microblogging convey firm-specific information? Evidence from China," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 482(C), pages 621-626.
    21. Xueming Luo & Jie Zhang & Wenjing Duan, 2013. "Social Media and Firm Equity Value," Information Systems Research, INFORMS, vol. 24(1), pages 146-163, March.
    22. Songling Yang & Muhammad Ishtiaq & Muhammad Anwar, 2018. "Enterprise Risk Management Practices and Firm Performance, the Mediating Role of Competitive Advantage and the Moderating Role of Financial Literacy," JRFM, MDPI, vol. 11(3), pages 1-17, June.
    23. Blankespoor, Elizabeth & Miller, Gregory S. & White, Hal D., 2013. "The Role of Dissemination in Market Liquidity: Evidence from Firms' Use of Twitter," Research Papers 2106r, Stanford University, Graduate School of Business.
    24. Zhu, Hui & Huang, Cheng & Lu, Rongxing & Li, Hui, 2016. "Modelling information dissemination under privacy concerns in social media," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 449(C), pages 53-63.
    25. Ciftci, Ilhan & Tatoglu, Ekrem & Wood, Geoffrey & Demirbag, Mehmet & Zaim, Selim, 2019. "Corporate governance and firm performance in emerging markets: Evidence from Turkey," International Business Review, Elsevier, vol. 28(1), pages 90-103.
    26. Ahern, Kenneth R., 2017. "Information networks: Evidence from illegal insider trading tips," Journal of Financial Economics, Elsevier, vol. 125(1), pages 26-47.
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