Macroeconomic, Corporate Fundamentals, Systematic Risk on Firm Value: Evidence from Indonesian Manufacturing Sector

Agoestina Mappadang

Abstract


This paper aims to study the connection between the effect of macroeconomics, corporate fundamentals on systematic risk, and the firm’s value of the Indonesian manufacturing industry listed on the Indonesian Stock Exchange period 2015-2020. A total of 522 object analyses in this study with the purposive sampling method. This paper found that the direction and magnitude of the impact of firm value depend on macroeconomic measurement variables: interest rates, exchange rates, and the company’s fundamental measurement variables: leverage and capital expenditure. The paper also found that the macroeconomic positively affects firm value, and leverage has a significant positive effect on firm value. At the same time, capital expenditure shows different results in response to the firm value, that is, negatively significant. In particular, a systematic risk as a mediating variable becomes a significant and positive driver of macroeconomics and leverage on firm value. However, different results indicate that capital expenditure negatively affects the firm value if mediated by the systematic risk. The implication of this research is beneficial to enable companies and investors to make the right analytical decision in the Indonesian capital market in this pandemic covid-19 situation.


JEL: E43, G10, G32



Keywords


Macroeconomics; leverage; capital expenditure; systematic risk; Tobin’s q

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References


Ajaz, Taufeeq, et al. (2017). Stock prices, exchange rate and interest rate: evidence beyond symmetry. Journal of Financial Economic Policy. https://doi.org/10.1108/JFEP-01- 2016-0007

AnasAl & Laham. (2013). The effect of financial & systematic risk on stock returns in the Amman stock exchange. Finance & Accounting, 4(6).

Ararat, M., Black, B. S., & Yurtoglu, B. B. (2017). The effect of corporate governance on firm value and profitability: Time-series evidence from Turkey. Emerging Markets Review, 30, 113–132. https://doi.org/10.1016/j.ememar.2016.10.001

Babenko, I., Boguth, O., & Tserlukevich, Y. (2016). Idiosyncratic Cash Flows and Systematic Risk. Journal of Finance. https://doi.org/10.1111/jofi.12280

Coles J.L, D. et al. (2004). Managerial Incentives and Risk Taking. In Finance & Accounting,

George state university.

Crawley, M. J. (2015). Macroeconomic consequences of accounting: The effect of accounting conservatism on macroeconomic indicators and the money supply. Accounting Review. https://doi.org/10.2308/accr-50998

Dybvig, P. H., & Warachka, M. (2015). Tobin’s q does not measure firm performance: Theory, empirics, and alternatives measures. Empirics and Alternatives.

Egbunike, C. F., & Okerekeoti, C. U. (2018a). Macroeconomic factors, firm characteristics and financial performance: A study of selected quoted manufacturing firms in Nigeria. Asian Journal of Accounting Research. https://doi.org/10.1108/AJAR-09- 2018-0029

Egbunike, C. F., & Okerekeoti, C. U. (2018b). Macroeconomic factors, firm characteristics and financial performance. Asian Journal of Accounting Research. https://doi.org/10.1108/ajar-09-2018-0029

Engel, C. (2016). Exchange rates, interest rates, and the risk premium. American Economic Review. https://doi.org/10.1257/aer.20121365

Ferranti, D., & Yunita, I. (2015). Analisis Inflasi, Tingkat Suku Bunga, Dividend Payout Ratio, dan Current Ratio terhadap Risiko Sistematis. TRIKONOMIKA, 14(1). https://doi.org/10.23969/trikonomika.v14i1.591

Graham, J. R., & Harvey, C. R. (2001). The theory and practice of corporate finance: Evidence from the field. Journal of Financial Economics. https://doi.org/10.1016/S0304-405X(01)00044-7

Houmes R, Mac, A., & Stranaha, H. (2018). The Operating Leverage Impact on Systematic Risk within of Choice : an Analysis of the U.S. Trucking Industry. Managerial Finance, 38(12), 1184–1202.

Ibrahim, K., & Haron, R. (2016). Examining Systematic Risk on Malaysian Firms : Panel Data Evidence. Journal of Global Business and Social Entrepreneurship, 1(2).

Jagotra, S. (2018). Identifying Financial & Operating Issues and Measuring Systematic & Unsystematic Risks: A Study of Indian Banking Sector. International Journal of Banking, Risk, and Insurance, 6(2).

Jensen and Meckling. (1976). Theory of the Firm, managerial behavior, agency cost, and ownership structure. Financial Economics, 3(4), 305–360.

Jensen, M. C., & Meckling, W. H. (1976). THEORY OF THE FIRM: MANAGERIAL BEHAVIOR, AGENCY COSTS, AND OWNERSHIP STRUCTURE. 305–360. https://doi.org/10.1177/0018726718812602

Kopwyhoba. (2019). Fundamentals of financial management. In Fundamentals of Financial Institution Management. Marcia Millon Cornett and Anthony Saunders are reviewed. https://doi.org/10.12737/textbook_5d3961a55db7f9.62246330

Lee, C. H., & Hooy, C. W. (2012). Determinants of systematic financial risk exposures of airlines in North America, Europe, and Asia. Journal of Air Transport Management, 24, 31–35. https://doi.org/10.1016/j.jairtraman.2012.06.003

Lew, & Hee, S. (2015). Investment Expenditures and Firm Value. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.2695674

Lew, S. H. (2015). Investment Expenditures and Firm Value. The Korean Academic Association of Business Administration. https://doi.org/10.18032/kaaba.2016.29.1.021

Lin, X., Wang, C., & et al. (2018). Investment, Tobin’s q, and Interest Rates. Journal of Financial Economics, 130(3), 620–640. https://doi.org/10.1016/j.jfineco.2017.05.013

Machdar, N. M. (2016). The Effect Of Capital Structure, Systematic Risk, And Unsystematic Risk On Stock Return. Business and Entrepreneurial Review, 14(2). https://doi.org/10.25105/ber.v14i2.1148

Majanga, B. B. (2018). Corporate CAPEX and market capitalization of firms on Malawi stock exchange: an empirical study . Journal of Financial Reporting and Accounting. https://doi.org/10.1108/JFRA-10-2016-0080

Mangantar, M., & Ali, M. (2015). An Analysis of the Influence of Ownership Structure, Investment, Liquidity and Risk to Firm Value: Evidence from Indonesia. American Journal of Economics and Business Administration. https://doi.org/10.3844/ajebasp.2015.166.176

Markowitz, H. (1952). Portfolio Selection Harry Markowitz. The Journal of Finance.

Marshall, C. M. (2015). Isolating the systematic and unsystematic components of a single stock’s (or portfolio’s) standard deviation. Applied Economics, 47(1). https://doi.org/10.1080/00036846.2014.959652

Modigliani, F., & Miller, M. H. (1963). Corporate Income Taxes and the Cost of Capital: A Correction. American Economic Review. https://doi.org/10.2307/1809167

Mouna, A., & Anis, J. (2016). Market, interest rate, and exchange rate risk effects on financial stock returns during the financial crisis: AGARCH-M approach. In Cogent Economics and Finance. https://doi.org/10.1080/23322039.2015.1125332

Mouna, A., & Anis, J. (2017). Stock Market, Interest Rate and Exchange Rate Risk Effects on non Financial Stock Returns During the Financial Crisis. Journal of the Knowledge Economy. https://doi.org/10.1007/s13132-015-0301-4

Moya-Martínez, P., Ferrer-Lapeña, R., & Escribano-Sotos, F. (2015). Interest rate changes and stock returns in Spain: A wavelet analysis. BRQ Business Research Quarterly. https://doi.org/10.1016/j.brq.2014.07.004

Myers, S. et al. (1984). Corporate financing & investment decisions when firms have information that investors. Financial Economics, 13, 187–221.

Nitzl, C. (2016). The use of partial least squares structural equation modeling (PLS-SEM) in management accounting research: Directions for future theory development. Journal of Accounting Literature. https://doi.org/10.1016/j.acclit.2016.09.003

Nursakti Niko R, et al. (2017). The Effect of Capital Expenditure and Market Share on Profits per Region in an Indonesian Mobile Telecommunications Company. Advances in Economic, Business and Management Research, 55.

Pan W. (2018). How does the macroeconomy respond to stock market fluctuations? The rule of sentiment. Macroeconomic Dynamics, 1365–1005(18), 1–26. https://doi.org/10.1017/S1365100518000287

Parlapiano, F., Alexeev, V., & Dungey, M. (2017). Exchange rate risk exposure and the value of European firms. European Journal of Finance. https://doi.org/10.1080/1351847X.2015.1072570

Peng, Y., & Jiang, H. (2016). Leverage financial news to predict stock price movements using word embeddings and deep neural networks. 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL HLT 2016 - Proceedings of the Conference. https://doi.org/10.18653/v1/n16-1041

Peters, R. H., & Taylor, L. A. (2017). Intangible capital and the investment-q relation. Journal of Financial Economics, 123(2), 251–272. https://doi.org/10.1016/j.jfineco.2016.03.011

Rachmawati, & Laila. (2015). Faktor makroekonomi yang mempengaruhi pergerakan harga saham pada indeks saham Syariah Indonesia (ISSI) di Bursa Efek Indonesia (BEI). Jurnal Ekonomi Syariah Teori Dan Terapan, 2(11).

Rani T, & Khan A. (2017). Financial Variables and Systematic Risk. Chinese Business Review, 16(1), 36–46. https://doi.org/10.17265/1537-1506/2017.01.004

Rina Masyithoh Haryadi, N. (2016). Pengaruh Leverage, Profitability, Market Value dan Ukuran Perusahaan terhadap Nilai Perusahaan Property yang Terdaftar di Bei Tahun 2012-2014. Ekonomia, 5(3).

Santosa, P.W., & Puspitasari, N. (2019). Corporate Fundamentals, Bi Rate And Systematic Risk: Evidence From Indonesia Stock Exchange. Jurnal Manajemen, 23(1), 40–53. https://doi.org/10.24912/jm.v23i1.443

Savor, P., & Wilson, M. (2016). Earnings Announcements and Systematic Risk. Journal of Finance. https://doi.org/10.1111/jofi.12361

Shen, N., & Kevin Au. (2018). Diversification Strategy, Ownership Structure, and Financial Crisis : Performance of Chinese Private Firms. Asia Pacific Financial Studies, 47, 54–80. https://doi.org/10.1111/ajts.12203

Stelk, S., Park, S. H., Medcalfe, S., & Dugan, M. T. (2018). An additional analysis of estimation techniques for the degree of financial leverage. Review of Financial Economics, 36(3). https://doi.org/10.1016/j.rfe.2017.03.005

Suwardika, I., & Mustanda, I. (2017). Pengaruh Leverage, Ukuran Perusahaan, Pertumbuhan Perusahaan, Dan Profitabilitas Terhadap Nilai Perusahaan Pada Perusahaan Properti. E-Jurnal Manajemen Universitas Udayana.

Utami, W. R., Hartoyo, S., Nur, T., & Maulana, A. (2015). The Effect of Internal and External Factors on Stock Return : Empirical Evidence from the Indonesian Construction Subsector. Asian Journal of Business and Management.

Utari, N., & Sari, M. (2016). Pengaruh asimetri informasi, leverage, kepemilikan manajerial dan kepemilikan institusional pada manajemen laba. E-Jurnal Akuntansi.

Vafeas, N., & Vlittis, A. (2019). Board executive committees, board decisions, and firm value. Journal of Corporate Finance, 58, 43–63. https://doi.org/10.1016/j.jcorpfin.2019.04.010

Wijaya, A. M., Widyastuti, T., & Mappadang, A. (2019). Macroeconomy and Company’s Policy on Firm Value: An Interactive Effect on Manufacturing Companies Listed in Idx Period 2013-2017. International Journal of Academic Research in Business and Social Sciences. https://doi.org/10.6007/ijarbss/v9-i9/6404

Yu, E. P. yi, Guo, C. Q., & Luu, B. Van. (2018). Environmental, social, and governance transparency and firm value. Business Strategy and the Environment, 27(7). https://doi.org/10.1002/bse.2047

Zahedi, M., Shahin, M., & Ali Babar, M. (2016). A systematic review of knowledge sharing challenges and practices in global software development. International Journal of Information Management, 36(6). https://doi.org/10.1016/j.ijinfomgt.2016.06.007

Zreik, O., & Louhichi, W. (2017). Risk disclosure and company unsystematic, systematic, and total risks. Economics Bulletin, 37(1).




DOI: https://doi.org/10.26905/jkdp.v25i4.5769

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