
A Study of the Impact of Data Assets on the Investment Efficiency of Firms
- 1 Sichuan Normal University, No.1819, Sec.2, Chenglong Avenue, Longquanyi District, Chengdu, Sichuan, China
- 2 Chengdu University of Technology, No.1, East Third Road, Erxianqiao, Chengdu, Sichuan, China
- 3 Southwest Petroleum University, No.1, Section 2, Youyuan Road, Shunqing District, Nanchong City, Sichuan Province, China
* Author to whom correspondence should be addressed.
Abstract
With the advent of the digital economy era, data assets play a pivotal role for enterprises. Therefore, this paper selects the data of Chinese A-share listed companies from 2013-2022 to conduct a quantitative study on data assets and explore the impact of enterprises' data assets on their investment efficiency. It is found that data assets significantly contribute to firms' inefficient investment. This finding still holds after the robustness test. Heterogeneity analysis reveals that data assets can promote overinvestment in non-state-owned firms; they contribute more to inefficient investment in growing and declining firms. The mechanism test suggests that data assets promote firms ‘inefficient investment due to promoting firms’ financing constraints and real earnings management. Therefore, the findings of this paper provide certain clues and suggestions for enterprises to dialectically view data assets to maximize their effectiveness and avoid data bubbles.
Keywords
data assets, investment efficiency, financing constraints, real earnings management
[1]. Lu,Z., Zhou,T., Wang, L., Liao, Z.,2023. Data Assets and Corporate Development: Empirical Evidence from Chinese Listed Companies[J]. Industrial Economics Research. (04):128-142.
[2]. Li,J., Dong,X., Zhang,J., Tao,Y.,2023.Research on the impact of data assets on corporate innovation investment[J]. Foreign Economy and Management.45(12):18-33.
[3]. Lu,M., Wang,W., Zhu,Z.,2023. How Data Assets Enable High-Quality Development of Enterprises: Empirical Evidence from the Perspective of Capacity Utilization[J]. Journal of Shanghai Business School,24(04):22-41.
[4]. Charles,I.,Jones,C.T.,2020.Nonrivalry and the Economics of Data.AMERICAN ECONOMIC REVIEW,110(9):pp. 2819-58.
[5]. Hajli, Mahmood;Sims,Julian M.;Ibragimov, Valisher,2015.The international journal of productivity and performance management. Information technology (IT) productivity paradox in the 21st century.64 (4): 457 – 478.
[6]. Liu,L.,Yang,G.,2022.Research on the Impact of Digital Construction on Corporate Investment Efficiency--Empirical Evidence from Listed Companies in China's Manufacturing Industry[J].Accounting Friends.(23):123-130.
[7]. Liu,Y.,Tan,H., Chen,X., Yang,C.,2022.Research on the impact of digital economy development on investment efficiency of real economy[J].China Soft Science.(10):20-29.
[8]. Zhou,Y.,Sun,H.,Liu,R.,2024.The impact of the digital economy on the investment efficiency of small and medium-sized enterprises in Daqing[J].Cooperative Economy and Science and Technology.(15):56-57.
[9]. Wang,X.,2023.Influence and Countermeasures of Data Resource Accounting Processing Methods on Enterprise Financial Risk[J]. Small and medium-sized enterprise management and science and technology,(01):191-193.
[10]. Li,X.,He,W.,2022.Digital Innovation, Business Environment and High-Quality Development of Enterprises: Empirical Evidence Based on New Generation IT Industry Listed Companies[J].Science and Technology Management.43(11):56-77.
[11]. Jeremy C. S.,2003.Agency,Information,and Corporate Investment.Handbook of the Economics of Finance.1 (A): 111-165.
[12]. Zhang,J.,Gu,Y.,Song,X.,2020.Research on accounting treatment and information presentation of enterprise data assets[J]. Accounting and Economic Research.34(03):3-15.
[13]. Liu,Y.,2014.Recognition and Measurement of Big Data Assets [J]. Business Accounting.(18):3-4.
[14]. Xu,X.,Zhang,Z.,Hu,Y.,2022.A study on statistics and accounting of data assets [J]. Management World,38(02):16-30+2.
[15]. Li,R., Wang,Y., Lu,Z.,2020.Do internet business models affect the surplus quality of listed companies-Empirical evidence from Chinese stock market[J]. Accounting Research.(10):66-81.
[16]. Frederick L. Bereskin, Po-Hsuan Hsu,Wendy Rotenberg,2018.The Real Effects of Real Earnings Management: Evidence from Innovation. Contemporary Accounting Research.35 (1): 525-557.
[17]. Michael C. Jensen,1986.Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers. The American Economic Review.76 (2):323-329.
[18]. Gary C. Biddle, Gilles Hilary, Rodrigo S. Verdi.,2009.How does financial reporting quality relate to investment efficiency? Journal of Accounting and Economics.48 (2–3): 112-131.
[19]. Yuan,Z., Rao,P., 2018.Accountition comparability and investment efficiency[J]. Accounting Research.(06):39- 46.
[20]. Li,L., Yang,S., Chen,N.,2022. Research on the impact of digital transformation on enterprise investment efficiency[J]. Soft Science.36(11):23-29.
[21]. Tang,S.,Wu,X.,Zhu,J.,2020.Digital finance and corporate technological innovation - structural characteristics, mechanism identification and effect differences under financial regulation[J]. Management World.36(05):52-66+9.
[22]. Chen,X.,Zhang,H.,2021.How the digital economy affects the level of risk-taking [J]. Economic Management.43(05):93-108.
[23]. Yao,L., Chen,X., Zhou,Y.,2020.Management Capability and Investment Efficiency [J]. Accounting Research.(04):100-118.
[24]. Gao,J.,Chu,D.,Lian,Y.,Zheng,J.,2021.Can ESG performance improve corporate investment efficiency? [J].Securities Market Herald.(11):24-34+72.
[25]. Hu,Y.,Wang,X.,Zhang,J.,2017.Motivation of financial asset allocation:"Reservoir"or"Substitution"?-Evidence from Chinese listed companies[J]. Economic Research.52(01):181-194.
[26]. LI,Y.,Qin,Y.,Zhang,X.,2011.Corporate Property Rights, Managerial Background Characteristics and Investment Efficiency[J]. Management World.(01):135-144.
[27]. Li,Y.,Li,Z.,Tang,S.,2011. Corporate life cycle, corporate governance and corporate capital allocation efficiency[J].Nankai Management Review. 14(03):110-121.
[28]. Xie,P.,Wang,C.,2017.Management Power, Firm Life Cycle and Investment Efficiency-An Empirical Study Based on Listed Companies in China's Manufacturing Industry[J]. Nankai Management Review.20(01):57-66.
[29]. Lian,Y.,Su,Z.,2009.Financing constraints, uncertainty and investment efficiency of listed companies[J].Management Review. 21(01):19-26.
[30]. Guo,Q.,Luo,B.,2013.Financing constraints,accounting information quality,and investment efficiency[J].Journal of Zhongnan University of Finance and Law.(01):102-109.
[31]. Yu,K.,Li,Z.,Zhang,X.,2014.The mystery of corporate investment efficiency: Financing constraint hypothesis and monetary policy impact[J]. Economic Research.49(05):106-120.
[32]. Han,Y.,Zhao,Z.,Shi,B.,2021.Financial Development, Monetary Policy Changes and Corporate Investment Efficiency: An Empirical Study Based on the Perspective of Corporate Finance Constraints[J].Economic and Management Review.37(04):30- 43.
[33]. Liu,H.,Wang,C.,Wu,L.,2014. Decision-making power allocation, surplus management, and investment efficiency[J]. Economic Research.49(08):93-106.
[34]. Gu,M.,Yang,J., Yu N.,2016. The Impact of Surplus Management on Corporate Investment Decisions Study Based on Accrual Surplus Management and Real Surplus Management[J]. Contemporary Accounting Review.9(01):49-69.
[35]. Luo,X.,Fu,Y.,2017. The impact of real surplus management on corporate inefficient investment[J]. Technology and Management.19(04):78-83.
[36]. David Burgstahler ,Ilia Dichev,1997.Earnings Management to Avoid Earnings Decreases and Losses[J]. Journal of Accounting and Economics.( 24): 99-126.
Cite this article
Zhao,Y.;Tu,Z.;Chen,S. (2024). A Study of the Impact of Data Assets on the Investment Efficiency of Firms. Advances in Economics, Management and Political Sciences,104,243-258.
Data availability
The datasets used and/or analyzed during the current study will be available from the authors upon reasonable request.
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