Examining the Performance Implications of Innovation Investment in Core Industries of the Digital Economy: A Threshold Analysis of Excess Cash Holding Level
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DOI: 10.1007/s13132-024-01871-7
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- Zhang, Xiang & Zhou, Han, 2022. "The effect of market competition on corporate cash holdings: An analysis of corporate innovation and financial constraint," International Review of Financial Analysis, Elsevier, vol. 82(C).
- Hansen, Bruce E., 1999.
"Threshold effects in non-dynamic panels: Estimation, testing, and inference,"
Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
- Bruce E. Hansen, 1997. "Threshold effects in non-dynamic panels: Estimation, testing and inference," Boston College Working Papers in Economics 365, Boston College Department of Economics.
- Zhang, Shengling & Wu, Zihao & He, Yinan & Hao, Yu, 2022. "How does the green credit policy affect the technological innovation of enterprises? Evidence from China," Energy Economics, Elsevier, vol. 113(C).
- Chen, Yufeng & Ma, Yanbai, 2021. "Does green investment improve energy firm performance?," Energy Policy, Elsevier, vol. 153(C).
- Jing Li & Jun Xia & Edward J. Zajac, 2018. "On the duality of political and economic stakeholder influence on firm innovation performance: Theory and evidence from Chinese firms," Strategic Management Journal, Wiley Blackwell, vol. 39(1), pages 193-216, January.
- Chang, Chong-Chuo & Yang, Han, 2022. "The role of cash holdings during financial crises," Pacific-Basin Finance Journal, Elsevier, vol. 72(C).
- Qinghua Xia & Qinwei Cao & Manqing Tan, 2020. "Basic research intensity and diversified performance: the moderating role of government support intensity," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(1), pages 577-605, October.
- Brown, James R. & Petersen, Bruce C., 2009. "Why has the investment-cash flow sensitivity declined so sharply? Rising R&D and equity market developments," Journal of Banking & Finance, Elsevier, vol. 33(5), pages 971-984, May.
- Teece, David J., 2018. "Profiting from innovation in the digital economy: Enabling technologies, standards, and licensing models in the wireless world," Research Policy, Elsevier, vol. 47(8), pages 1367-1387.
- Bronwyn H. Hall & Nathan Rosenberg (ed.), 2010. "Handbook of the Economics of Innovation," Handbook of the Economics of Innovation, Elsevier, edition 1, volume 1, number 1.
- Fang, Zhen & Razzaq, Asif & Mohsin, Muhammad & Irfan, Muhammad, 2022. "Spatial spillovers and threshold effects of internet development and entrepreneurship on green innovation efficiency in China," Technology in Society, Elsevier, vol. 68(C).
- Dittmar, Amy & Mahrt-Smith, Jan, 2007. "Corporate governance and the value of cash holdings," Journal of Financial Economics, Elsevier, vol. 83(3), pages 599-634, March.
- Itzkowitz, Jennifer, 2013. "Customers and cash: How relationships affect suppliers' cash holdings," Journal of Corporate Finance, Elsevier, vol. 19(C), pages 159-180.
- Haifeng Guo & Tenkir Seifu Legesse & Jiqiang Tang & Zhen Wu, 2021. "Financial leverage and firm efficiency: the mediating role of cash holding," Applied Economics, Taylor & Francis Journals, vol. 53(18), pages 2108-2124, April.
- Mohammad Daradkeh, 2023. "Exploring the Curvilinear Relationship between Academic-Industry Collaboration Environment and Innovation Performance: A Multilevel Perspective," Sustainability, MDPI, vol. 15(10), pages 1-20, May.
- Frow, Natalie & Marginson, David & Ogden, Stuart, 2010. ""Continuous" budgeting: Reconciling budget flexibility with budgetary control," Accounting, Organizations and Society, Elsevier, vol. 35(4), pages 444-461, May.
- Wei, Yu & Nan, Haoxi & Wei, Guiwu, 2020. "The impact of employee welfare on innovation performance: Evidence from China's manufacturing corporations," International Journal of Production Economics, Elsevier, vol. 228(C).
- Efstathios Magerakis & Konstantinos Gkillas & Christos Floros & George Peppas, 2022. "Corporate R&D intensity and high cash holdings: post-crisis analysis," Operational Research, Springer, vol. 22(4), pages 3767-3808, September.
- Bastian Kindermann & Corinna Vera Hedwig Schmidt & Jeldrik Pulm & Steffen Strese, 2023. "The Double-Edged Sword of Entrepreneurial Orientation: A Configurational Perspective on Failure in Newly Public Firms," Entrepreneurship Theory and Practice, , vol. 47(5), pages 1816-1842, September.
- Lv, Chengchao & Shao, Changhua & Lee, Chien-Chiang, 2021. "Green technology innovation and financial development: Do environmental regulation and innovation output matter?," Energy Economics, Elsevier, vol. 98(C).
- Lu Guo & WeiYa Long & Zhimin Dai, 2021. "Manufacturing R&D investment efficiency and financing constraints: evidence from China," Applied Economics, Taylor & Francis Journals, vol. 53(6), pages 676-687, February.
- Fang Yang & Xu Li, 2023. "Corporate Financialization, ESG Performance and Sustainability Development: Evidence from Chinese-Listed Companies," Sustainability, MDPI, vol. 15(4), pages 1-28, February.
- Figueiredo, Paulo N. & Cabral, Bernardo P. & Silva, Felipe Q., 2021. "Intricacies of firm-level innovation performance: An empirical analysis of latecomer process industries," Technovation, Elsevier, vol. 105(C).
- Zhao, Tianjiao & Xiao, Xiang, 2019. "The impact of corporate social responsibility on financial constraints: Does the life cycle stage of a firm matter?," International Review of Economics & Finance, Elsevier, vol. 63(C), pages 76-93.
- He, Feng & Ma, Yaming & Zhang, Xiaojie, 2020. "How does economic policy uncertainty affect corporate Innovation?–Evidence from China listed companies," International Review of Economics & Finance, Elsevier, vol. 67(C), pages 225-239.
- Yang, Xingquan & Han, Liang & Li, Wanli & Yin, Xingqiang & Tian, Lin, 2017. "Monetary policy, cash holding and corporate investment: Evidence from China," China Economic Review, Elsevier, vol. 46(C), pages 110-122.
- Zhaoyang Guo & Siyu Hou & Qingchang Li, 2020. "Corporate Social Responsibility and Firm Value: The Moderating Effects of Financial Flexibility and R&D Investment," Sustainability, MDPI, vol. 12(20), pages 1-17, October.
- Bronwyn H. Hall & Pietro Moncada-Paternò-Castello & Sandro Montresor & Antonio Vezzani, 2016.
"Financing constraints, R&D investments and innovative performances: new empirical evidence at the firm level for Europe,"
Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 25(3), pages 183-196, April.
- Hall, BH & Moncada-Paternò-Castello, P & Montresor, S & Vezzani, A, 2016. "Financing constraints, R&D investments and innovative performances: new empirical evidence at the firm level for Europe," Department of Economics, Working Paper Series qt01z7v215, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
- Martin Kloyer & Roland Helm & Christin Aust, 2019. "Determinants of moral hazard in research and development supply relations: Empirical results beyond the agency‐theory explanation," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 40(1), pages 64-78, January.
- Chao Liu & Guanjun Xia, 2018. "Research on the Dynamic Interrelationship among R&D Investment, Technological Innovation, and Economic Growth in China," Sustainability, MDPI, vol. 10(11), pages 1-19, November.
- Ahmad A. Toumeh & Sofri Yahya & Azlan Amran, 2023. "Surplus Free Cash Flow, Stock Market Segmentations and Earnings Management: The Moderating Role of Independent Audit Committee," Global Business Review, International Management Institute, vol. 24(6), pages 1353-1382, December.
- Fu, Xiaolan & Hou, Jun & Liu, Xiaohui, 2018. "Unpacking the Relationship between Outward Direct Investment and Innovation Performance: Evidence from Chinese firms," World Development, Elsevier, vol. 102(C), pages 111-123.
- Qiwen Dai & Huihua Huang & Xiaoqi Zhang & Yumin Su & Cheyuan Liu & Qiangyi Li, 2022. "Mediation Effect of Corporate Tax Burden and the Relationship between Environmental Regulation and Firm Performance," IJERPH, MDPI, vol. 19(22), pages 1-23, November.
- Murinde, Victor & Rizopoulos, Efthymios & Zachariadis, Markos, 2022. "The impact of the FinTech revolution on the future of banking: Opportunities and risks," International Review of Financial Analysis, Elsevier, vol. 81(C).
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Keywords
Innovation; Digital economy; R&D investment; Excess cash holdings; Panel threshold regression model; Economic effects;All these keywords.
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