Cash Balance Management in Innovative Companies
- Authors: Zarva M.
- Issue: Vol 16, No 1 (2022)
- Pages: 113-135
- Section: New Research
- URL: https://journal-vniispk.ru/2073-0438/article/view/302309
- DOI: https://doi.org/10.17323/j.jcfr.2073-0438.16.1.2022.113-135
- ID: 302309
Cite item
Full Text
Abstract
Since the 1980s, innovative companies all over the world have been holding a substantial cash balance on their books due
to transactional, preventive, agency, tax-related and macroeconomic motives and by limitations in capital availability due
to information asymmetry. Our research examines the determinants that influence the analysis of cash holdings of hightech
and non-high-tech companies.
Financial information for 38,386 unique companies was obtained from the 2009–2017 Compustat database. The final sample
version comprised 12,083 companies, of which 2,909 were innovative. We used the panel regression method, selecting
the appropriate calculation model and a number of proxy variables.
Our research confirmed the existence of innovative companies’ significant cash holdings. Adding a macroeconomic factor
variable (GDP growth) to the research model was justified for innovative companies only. In spite of the insignificant impact
of GDP, increased GDP growth resulted in a decreased cash ratio for innovative companies. The authors also reveal
the insignificance of R&D expenditures for innovative companies and prove that ranking companies by the amount of
R&D expenditures and using this variable as innovation proxy was inexpedient. In addition, the authors confirm a positive
relationship between growth opportunities, company size and cash ratio and a negative relationship between dividend
payout and the amount of cash holdings.
An understanding of the reasons for cash accumulation facilitates prudential management of cash holdings in companies.
This paper contributes new evidence to the study of corporate cash holding, focusing specifically on innovative companies,
which have not been examined separately in the past.
References
- Bates T.W., Kahle K.M., Stulz R.M. Why do US firms hold so much more cash than they used to? The Journal of Finance. 2009;64(5):1985-2021. https://doi.org/10.1111/j.1540-6261.2009.01492.x DOI: https://doi.org/10.1111/j.1540-6261.2009.01492.x
- Sánchez J.M., Yurdagul E. Why are corporations holding so much cash? The Regional Economist. 2013;21(1):5-8. URL: https://www.stlouisfed.org/publications/regional-economist/january-2013/why-are-corporations-holding-so-much-cash
- Daher M. The determinants of cash holdings in UK public and private firms. Doctoral dissertation. Lancaster: Lancaster University; 2010.
- Manzi J., Tesher D., Wilson G., Grimando L., Wong A., Khan F. U.S. corporate cash reaches $1.9 trillion but rising debt and tax reform pose risk. S&P Global. May 25, 2017. URL: https://www.spglobal.com/en/research-insights/articles/us-corporate-cash-reaches-19-trillion-but-rising-debt-and-tax-reform-pose-risk
- Obiols M. The world’s richest companies 2018: Global finance cash 25. Global Finance. Sept. 01, 2018. URL: https://www.gfmag.com/magazine/september-2018/global-finance-cash-25-2018
- Pinkowitz L., Stulz R.M., Williamson R. Multinationals and the high cash holdings puzzle. NBER Working Paper. 2012;(18120). URL: https://www.nber.org/system/files/working_papers/w18120/w18120.pdf DOI: https://doi.org/10.3386/w18120
- Lyandres E., Palazzo B. Cash holdings, competition, and innovation. Journal of Financial and Quantitative Analysis. 2016;51(6):1823-1861. https://doi.org/10.1017/S0022109016000697 DOI: https://doi.org/10.1017/S0022109016000697
- Graham J.R., Leary M.T. The evolution of corporate cash. The Review of Financial Studies. 2018;31(11):4288-4344. https://doi.org/10.1093/rfs/hhy075 DOI: https://doi.org/10.1093/rfs/hhy075
- Booth L., Zhou J. Increase in cash holdings: Pervasive or sector-specific? Frontiers in Finance and Economics. 2013;10(2):31-62.
- Myers S.C., Majluf N.S. Corporate financing and investment decisions when firms have information that investors do not have. Journal of Financial Economics. 1984;13(2):187-221. https://doi.org/10.1016/0304-405X(84)90023-0 DOI: https://doi.org/10.1016/0304-405X(84)90023-0
- Barefoot K., Curtis D., Jolliff W., Nicholson J.R., Omohundro R. Defining and measuring the digital economy. Bureau of Economic Analysis Working Paper. 2018;(15). URL: https://www.bea.gov/sites/default/files/papers/defining-and-measuring-the-digital-economy.pdf
- Oslo manual: Guidelines for collecting and interpreting innovation data. Paris: OECD/European Communities; 2005. 164 p. (Russ. ed.: Rukovodstvo Oslo. Rekomendatsii po sboru i analizu dannykh po innovatsiyam. Moscow: Centre for Science Research and Statistics; 2010. 107 p.).
- Brown J.R., Petersen B.C. Cash holdings and R&D smoothing. Journal of Corporate Finance. 2011;17(3):694-709. https://doi.org/10.1016/j.jcorpfin.2010.01.003 DOI: https://doi.org/10.1016/j.jcorpfin.2010.01.003
- Parthasarthy R., Hammond J. Product innovation input and outcome: Moderating effects of the innovation process. Journal of Engineering and Technology Management. 2002;19(1):75-91. https://doi.org/10.1016/S0923-4748(01)00047-9 DOI: https://doi.org/10.1016/S0923-4748(01)00047-9
- He Z., Wintoki M.B. The cost of innovation: R&D and high cash holdings in U.S. firms. Journal of Corporate Finance. 2016;41:280-303. https://doi.org/10.1016/j.jcorpfin.2016.10.006 DOI: https://doi.org/10.1016/j.jcorpfin.2016.10.006
- Kivimäki M., Lansisalmi H., Elovainio M., Heikkila A., Lindstrom K., Harisalo R., Sipila K., Puolimatka L. Communication as a determinant of organizational innovation. R&D Management. 2000;30(1):33-42. https://doi.org/10.1111/1467-9310.00155 DOI: https://doi.org/10.1111/1467-9310.00155
- Begenau J., Palazzo B. Firm selection and corporate cash holdings. Journal of Financial Economics. 2021;139(3):697-718. https://doi.org/10.1016/j.jfineco.2020.09.001 DOI: https://doi.org/10.1016/j.jfineco.2020.09.001
- Jaruzelski B., Chwalik R., Goehle B. What the top innovators get right. PwC. 2018. URL: https://www.strategy-business.com/feature/What-the-Top-Innovators-Get-Right?gko=e7cf9
- Ringel M., Zablit H. The most innovative companies 2018. BCG. Jan. 17, 2018. URL: https://www.bcg.com/ru-ru/publications/2018/most-innovative-companies-2018-innovation.aspx
- Ercis A., Unalan M. Analysis of the world’s most innovative companies on the basic of industry: 2005-2014. Procedia – Social and Behavioral Sciences. 2015;195:1081-1086. https://doi.org/10.1016/j.sbspro.2015.06.152 DOI: https://doi.org/10.1016/j.sbspro.2015.06.152
- The 2018 global innovation 1000 study. PwC. 2019. URL: https://www.strategyand.pwc.com/innovation1000
- The world’s most innovative companies. Forbes. 2018. URL: https://www.forbes.com/innovative-companies/list/#tab:rank
- Aghion P., Tirole J. The management of innovation. The Quarterly Journal of Economics. 1994;109(4):1185-1209. https://doi.org/10.2307/2118360 DOI: https://doi.org/10.2307/2118360
- Scherer F.M. Inter-industry technology flows and productivity growth. The Review of Economics and Statistics. 1982;64(4):627-634. https://doi.org/10.2307/1923947 DOI: https://doi.org/10.2307/1923947
- Schmookler J. Invention and economic growth. Cambridge, MA: Harvard University Press; 1966. 332 p. DOI: https://doi.org/10.4159/harvard.9780674432833
- Trajtenberg M. A penny for your quotes: Patent citations and the value of innovations. The Rand Journal of Economics. 1990;21(1):172-187. https://doi.org/10.2307/2555502 DOI: https://doi.org/10.2307/2555502
- Hall B.H., Jaffe A., Trajtenberg M. Market value and patent citations. The RAND Journal of Economics. 2005;36(1):16-38. URL: https://eml.berkeley.edu//~bhhall/papers/HallJaffeTrajtenberg_RJEjan04.pdf
- Argyres N.S., Silverman B.S. R&D, organization structure, and the development of corporate technological knowledge. Strategic Management Journal. 2004;25(8-9):929-958. https://doi.org/10.1002/smj.387 DOI: https://doi.org/10.1002/smj.387
- Lee Y.-G., Lee J.-D., Song Y.-I., Lee S.-J. An in-depth empirical analysis of patent citation counts using zero-inflated count data model: The case of KIST. Scientometrics. 2007;70(1):27-39. https://doi.org/10.1007/s11192-007-0102-z DOI: https://doi.org/10.1007/s11192-007-0102-z
- Hirschey M., Richardson V.J. Are scientific indicators of patent quality useful to investors? Journal of Empirical Finance. 2004;11(1):91-107. https://doi.org/10.1016/j.jempfin.2003.01.001 DOI: https://doi.org/10.1016/j.jempfin.2003.01.001
- Schroth E., Szalay D. Innovation races and the strategic role of cash holdings: Evidence from pharmaceutical patents. University of Warwick Working Paper. 2007. URL: https://www.econ1.uni-bonn.de/pdf-files/innovation-races
- Iskandar-Datta M.E., Jia Y. Cross-country analysis of secular cash trends. Journal of Banking & Finance. 2012;36(3):898-912. https://doi.org/10.1016/j.jbankfin.2011.10.003 DOI: https://doi.org/10.1016/j.jbankfin.2011.10.003
- Qiu J., Wan C. Technology spillovers and corporate cash holdings. Journal of Financial Economics. 2015;115(3):558-573. https://doi.org/10.1016/j.jfineco.2014.10.005 DOI: https://doi.org/10.1016/j.jfineco.2014.10.005
- Zhou J. Increase in cash holdings: Pervasive or sector-specific? University of Toronto Working Paper. 2009. URL: https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.716.8339&rep=rep1&type=pdf
- Castro P., Tascón M.T., Amor-Tapia B. Dynamic analysis of capital structure in technological firms based on their life cycle stages. Spanish Journal of Finance and Accounting/Revista Española de Financiación y Contabilidad. 2015;44(4):458-486. https://doi.org/10.1080/02102412.2015.1088202 DOI: https://doi.org/10.1080/02102412.2015.1088202
- Loughran T., Ritter J. Why has IPO underpricing changed over time? Financial Management. 2004;33(3):5-37. URL: https://site.warrington.ufl.edu/ritter/files/2015/06/Why-Has-IPO-Underpricing-Changed-Over-Time-2004.pdf
- Trejo-Pech C.O., Gunderson M.A., Baker T.G., Gray A.W., Boehlje M.D. Assessing cash holdings in agribusiness. International Food and Agribusiness Management Review. 2015;18(4):85-104. https://doi.org/10.22004/ag.econ.211655
- Ariff A.M. Governance and voluntary disclosure of intangibles. Corporate Ownership & Control. 2013;11(1-6):600-610. DOI: https://doi.org/10.22495/cocv11i1c6art6
- Kokoreva M., Stepanova A., Povkh K. Could high-tech companies learn from others while choosing capital structure? SSRN Electronic Journal. 2017. http://dx.doi.org/10.2139/ssrn.3060316 DOI: https://doi.org/10.2139/ssrn.3060316
- Kile C.O., Phillips M.E. Using industry classification codes to sample high-technology firms: Analysis and recommendations. Journal of Accounting, Auditing & Finance. 2009;2 (1):35-58. https://doi.org/10.1177/0148558X0902400104 DOI: https://doi.org/10.1177/0148558X0902400104
- Baldwin J.R., Gellatly G. Are there high-tech industries or only high-tech firms? Evidence from new technology-based firms. SSRN Electronic Journal. 1999. https://doi.org/10.2139/ssrn.143867 DOI: https://doi.org/10.2139/ssrn.143867
- Foley C.F., Hartzell J.C., Titman S., Twite G. Why do firms hold so much cash? A tax-based explanation. Journal of Financial Economics. 2007;86(3):579-607. https://doi.org/10.1016/j.jfineco.2006.11.006 DOI: https://doi.org/10.1016/j.jfineco.2006.11.006
- Himmelberg C.P., Petersen B.C. R&D and internal finance: A panel study of small firms in high-tech industries. The Review of Economics and Statistics. 1994;76(1):38-51. https://doi.org/10.2307/2109824 DOI: https://doi.org/10.2307/2109824
- Guiso L. High-tech firms and credit rationing. Journal of Economic Behavior & Organization. 1998;35(1):39-59. https://doi.org/10.1016/S0167-2681(97)00101-7 DOI: https://doi.org/10.1016/S0167-2681(97)00101-7
- Carpenter R.E., Petersen B.C. Capital market imperfections, high‐tech investment, and new equity financing. The Economic Journal. 2002;112(477):F54-F72. https://doi.org/10.1111/1468-0297.00683 DOI: https://doi.org/10.1111/1468-0297.00683
- Myers S.C. The capital structure puzzle. The Journal of Finance. 1984;39(3):574-592. https://doi.org/10.1111/j.1540-6261.1984.tb03646.x DOI: https://doi.org/10.1111/j.1540-6261.1984.tb03646.x
- Rampini A.A., Viswanathan S. Collateral, risk management, and the distribution of debt capacity. The Journal of Finance. 2010 65(6):2293-2322. https://doi.org/10.1111/j.1540-6261.2010.01616.x DOI: https://doi.org/10.1111/j.1540-6261.2010.01616.x
- Chen H.-L., Hsu W.-T., Huang Y.-S. Top management team characteristics, R&D investment and capital structure in the IT industry. Small Business Economics. 2010;35(3):319-333. https://doi.org/10.1007/s11187-008-9166-2 DOI: https://doi.org/10.1007/s11187-008-9166-2
- Keynes J.M. The general theory of employment interest and money. London: Macmillan; 1936. 403 p.
- Baumol W.J. The transactions demand for cash: An inventory theoretic approach. The Quarterly Journal of Economics. 1952;66(4):545-556. https://doi.org/10.2307/1882104 DOI: https://doi.org/10.2307/1882104
- Miller M.H., Orr D. A model of the demand for money by firms. The Quarterly Journal of Economics. 1966;80(3):413-435. https://doi.org/10.2307/1880728 DOI: https://doi.org/10.2307/1880728
- Drobetz W., Grüninger M.C. Corporate cash holdings: Evidence from Switzerland. Financial Markets and Portfolio Management. 2007;21(3):293-324. https://doi.org/10.1007/s11408-007-0052-8 DOI: https://doi.org/10.1007/s11408-007-0052-8
- Mulligan C.B. Scale economies, the value of time and the demand for money: Longitudinal evidence from firms. Journal of Political Economy. 1997;105(5):1061-1079. https://doi.org/10.1086/262105 DOI: https://doi.org/10.1086/262105
- Ozkan A., Ozkan N. Corporate cash holdings: An empirical investigation of U.K. companies. Journal of Banking & Finance. 2004;28(9):2103-2134. https://doi.org/10.1016/j.jbankfin.2003.08.003 DOI: https://doi.org/10.1016/j.jbankfin.2003.08.003
- Shulman J.M., Cox R.A.K. An integrative approach to working capital management. Journal of Cash Management. 1985;5(6):64-67. URL: https://www.researchgate.net/publication/235955087_An_Integrative_Approach_to_Working_Capital_Management
- Opler T., Pinkowitz L., Stulz R., Williamson R. The determinants and implications of corporate cash holdings. Journal of Financial Economics. 1999;52(1):3-46. https://doi.org/10.1016/S0304-405X(99)00003-3 DOI: https://doi.org/10.1016/S0304-405X(99)00003-3
- Ferreira M.A., Vilela A.S. Why do firms hold cash? Evidence from EMU countries. European Financial Management. 2004;10(2):295-319. https://doi.org/10.1111/j.1354-7798.2004.00251.x DOI: https://doi.org/10.1111/j.1354-7798.2004.00251.x
- Harford J., Mansi S.A., Maxwell W.F. Corporate governance and firm cash holdings in the US. Journal of Financial Economics. 2008;87(3):535-555. https://doi.org/10.1016/j.jfineco.2007.04.002 DOI: https://doi.org/10.1016/j.jfineco.2007.04.002
- García-Teruel P.J., Martínez-Solano P. On the determinants of SME cash holdings: Evidence from Spain. Journal of Business Finance & Accounting. 2008;35(1-2):127-149. https://doi.org/10.1111/j.1468-5957.2007.02022.x DOI: https://doi.org/10.1111/j.1468-5957.2007.02022.x
- Kim C.-S., Mauer D.C., Sherman A.E. The determinants of corporate liquidity: Theory and evidence. Journal of Financial and Quantitative Analysis. 1998;33(3):335-359. https://doi.org/10.2307/2331099 DOI: https://doi.org/10.2307/2331099
- Almeida H., Campello M., Weisbach M.S. The cash flow sensitivity of cash. The Journal of Finance. 2004;59(4):1777-1804. https://doi.org/10.1111/j.1540-6261.2004.00679.x DOI: https://doi.org/10.1111/j.1540-6261.2004.00679.x
- Han S., Qiu J. Corporate precautionary cash holdings. Journal of Corporate Finance. 2007;13(1):43-57. https://doi.org/10.1016/j.jcorpfin.2006.05.002 DOI: https://doi.org/10.1016/j.jcorpfin.2006.05.002
- Fever rising There are reasons to hope that the latest biotech boom will not be followed by another bust. The Economist. Feb. 15, 2014. URL: http://www.economist.com/news/business/21596557-there-are-reasons-hope-latest-biotech-boom-will-not-be-followed-another
- Schroth E., Szalay D. Cash breeds success: The role of financing constraints in patent races. Review of Finance. 2010;14(1):73-118. https://doi.org/10.1093/rof/rfp020 DOI: https://doi.org/10.1093/rof/rfp020
- Sinarti, Sembiring T.M. Bankruptcy prediction analysis of manufacturing companies listed in Indonesia Stock Exchange. International Journal of Economics and Financial Issues. 2015;5(1S):354-359. URL: https://www.econjournals.com/index.php/ijefi/article/view/1475/pdf
- Boritz J.E., Kennedy D.B., Sun J.Y. Predicting business failure in Canada. Accounting Perspectives. 2007;6(2):141-165. https://doi.org/10.1506/G8T2-K05V-1850-52U4 DOI: https://doi.org/10.1506/G8T2-K05V-1850-52U4
- Jensen M.C. Agency costs of free cash flow, corporate finance and takeovers. The American Economic Review. 1986;76(2):323-329.
- Dittmar A., Mahrt-Smith J., Servaes H. International corporate governance and corporate cash holdings. Journal of Financial and Quantitative Analysis. 2003;38(1):111-133. https://doi.org/10.2307/4126766 DOI: https://doi.org/10.2307/4126766
- Pinkowitz L., Stulz R., Williamson R. Does the contribution of corporate cash holdings and dividends to firm value depend on governance? A cross-country analysis. The Journal of Finance. 2006;61(6):2725-2751. https://doi.org/10.1111/j.1540-6261.2006.01003.x DOI: https://doi.org/10.1111/j.1540-6261.2006.01003.x
- Faulkender M., Petersen M. Investment and capital constraints: Repatriations under the American jobs creation act. The Review of Financial Studies. 2012;25(11):3351-3388. https://doi.org/10.1093/rfs/hhs092 DOI: https://doi.org/10.1093/rfs/hhs092
- Azar J.A., Kagy J.-F., Schmalz M.C. Can changes in the cost of carry explain the dynamics of corporate “cash” holdings? The Review of Financial Studies. 2016;29(8):2194-2240. https://doi.org/10.1093/rfs/hhw021 DOI: https://doi.org/10.1093/rfs/hhw021
- Barasa C., Achoki G., Njuguna A. Determinants of corporate cash holding of non-financial firms listed on the Nairobi Securities Exchange. International Journal of Business and Management. 2018;13(9):222. https://doi.org/10.5539/ijbm.v13n9p222 DOI: https://doi.org/10.5539/ijbm.v13n9p222
Supplementary files
