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Firm Performance Indicators as a Fundamental Analysis of Stocks and a Determinant of a Firm’s Operation

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  • Sakchai Naknok

Abstract

Purpose: The aim is to analyze which financial instruments effectively determine firm performance as key indicators of business success and the fundamental analysis of stocks. Design/methodology/approach: The study analyzed firm performance using financial statements for 100 listed Thailand companies via 513 observations during the period 2016-2020, including the economic COVID-19 crisis. The methodology was divided into two stages, at identifying the relevant dimensions of financial tools and firm size on firm performance using the ordinary least square regression logarithm. During the second stage, quantile regression was used to evaluate financial instruments as a determinant of firm performance using a set of regression functions to non-normal errors and outliers. Findings: The ordinary least square results indicated that both the price earnings ratio and book-to-market ratio are significantly negative determinants of firm performance. The interest coverage ratio was a positive determinant of earnings per share. Meanwhile, the price earnings ratio, book-to-market ratio, and interest coverage ratio were also main determinants of firm performance in both earnings per share and return on equity in all quantiles of the firm. Practical implications: The finding not only identifies firm performance indicators to propel an organization’s capability, but also motivates that managers should make to evaluate operating results to effectively deal with a company’s high performance. These indicators truly provide insight into the operation of the business by reflecting on the operation to maintain professional boundaries to earn profit that benefits both investors’ decision and shareholders. Originality/value: The novelty of this paper lies on the differently distinguished performance companies in Thailand. These investigations enrich the perception of firm performance indicators that motivate whether a company fully manages its operation to generate profit. The price earnings ratio, book-to-market ratio, interest coverage ratio, and firm size have been assessed to be outstanding indicators to contribute effective strategy of firm performance. Most investors consider fundamental value as an indicator of a firm’s performance in order to investing decisions in the stock market.

Suggested Citation

  • Sakchai Naknok, 2022. "Firm Performance Indicators as a Fundamental Analysis of Stocks and a Determinant of a Firm’s Operation," International Journal of Economics & Business Administration (IJEBA), International Journal of Economics & Business Administration (IJEBA), vol. 0(1), pages 190-213.
    • Handle: RePEc:ers:ijebaa:v:x:y:2022:i:1:p:190-213
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    as
    1. Ali Saleh Alarussi & Sami Mohammed Alhaderi, 2018. "Factors affecting profitability in Malaysia," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 45(3), pages 442-458, August.
    2. Gabriel Di Bella & Mr. Lawrence Norton & Mr. Joseph Ntamatungiro & Ms. Sumiko Ogawa & Issouf Samaké & Marika Santoro, 2015. "Energy Subsidies in Latin America and the Caribbean: Stocktaking and Policy Challenges," IMF Working Papers 2015/030, International Monetary Fund.
    3. Mark C. Anderson & Rajiv D. Banker & Surya N. Janakiraman, 2003. "Are Selling, General, and Administrative Costs “Sticky”?," Journal of Accounting Research, Wiley Blackwell, vol. 41(1), pages 47-63, March.
    4. Colin Clubb & Mounir Naffi, 2007. "The Usefulness of Book‐to‐Market and ROE Expectations for Explaining UK Stock Returns," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(1‐2), pages 1-32, January.
    5. Joseph Oscar Akotey & Frank G. Sackey & Lordina Amoah & Richard Frimpong Manso, 2013. "The financial performance of life insurance companies in Ghana," Journal of Risk Finance, Emerald Group Publishing, vol. 14(3), pages 286-302, May.
    6. Haiyan Deng & Ruifa Hu & Jikun Huang & Carl Pray & Yanhong Jin & Zhonghua Li, 2017. "Attitudes toward GM foods, biotechnology R&D investment and lobbying activities among agribusiness firms in the food, feed, chemical and seed industries in China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 9(3), pages 385-396, September.
    7. Locke, Peter R. & Mann, Steven C., 2005. "Professional trader discipline and trade disposition," Journal of Financial Economics, Elsevier, vol. 76(2), pages 401-444, May.
    8. Ming‐Yuan Leon Li & Nen‐Chen Richard Hwang, 2011. "Effects of Firm Size, Financial Leverage and R&D Expenditures on Firm Earnings: An Analysis Using Quantile Regression Approach," Abacus, Accounting Foundation, University of Sydney, vol. 47(2), pages 182-204, June.
    9. Emine Öner Kaya, 2015. "The Effects of Firm-Specific Factors on the Profitability of Non-Life Insurance Companies in Turkey," IJFS, MDPI, vol. 3(4), pages 1-20, October.
    10. Joshua Abor, 2005. "The effect of capital structure on profitability: an empirical analysis of listed firms in Ghana," Journal of Risk Finance, Emerald Group Publishing, vol. 6(5), pages 438-445, November.
    11. Ioannis Katsampoxakis & Haralampos Basdekis & Konstantinos Anathreptakis, 2015. "How Firm and Market Characteristics Affect Profitability: An Empirical Study," International Journal of Corporate Finance and Accounting (IJCFA), IGI Global, vol. 2(1), pages 67-83, January.
    12. Ani L. Katchova & Sierra J. Enlow, 2013. "Financial performance of publicly‐traded agribusinesses," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 73(1), pages 58-73, May.
    13. Kenneth Leong & Marco Pagani & Janis K. Zaima, 2009. "Portfolio strategies using EVA, earnings ratio or book‐to‐market," Review of Accounting and Finance, Emerald Group Publishing Limited, vol. 8(1), pages 76-86, February.
    14. repec:eme:jrfpps:v:14:y:2013:i:2:p:286-302 is not listed on IDEAS
    15. Itzhak Venezia & Amrut Nashikkar & Zur Shapira, 2011. "Firm specific and macro herding by professional and amateur investors and their effects on market volatility," Discussion Paper Series dp586, The Federmann Center for the Study of Rationality, the Hebrew University, Jerusalem.
    16. Venezia, Itzhak & Nashikkar, Amrut & Shapira, Zur, 2011. "Firm specific and macro herding by professional and amateur investors and their effects on market volatility," Journal of Banking & Finance, Elsevier, vol. 35(7), pages 1599-1609, July.
    17. Keith Anderson & Chris Brooks, 2006. "Decomposing the price-earnings ratio," Journal of Asset Management, Palgrave Macmillan, vol. 6(6), pages 456-469, March.
    18. Boonlert Jitmaneeroj, 2017. "The impact of dividend policy on price-earnings ratio," Review of Accounting and Finance, Emerald Group Publishing Limited, vol. 16(1), pages 125-140, February.
    19. Colin Clubb & Mounir Naffi, 2007. "The Usefulness of Book-to-Market and ROE Expectations for Explaining UK Stock Returns," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(1-2), pages 1-32.
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    1. Md. Yousuf Ahammed & Md. Ariful Haque Chowdhury & Md. Tahidur Rahman & Shayla Tazminur, 2024. "Financial Indicators Shaping Share Price Movement: Insight from the Dhaka Stock Exchange SME Board," International Journal of Economics and Financial Issues, Econjournals, vol. 14(6), pages 267-272, October.

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    More about this item

    Keywords

    Firm performance; fundamental analysis; quantile regression.;
    All these keywords.

    JEL classification:

    • B26 - Schools of Economic Thought and Methodology - - History of Economic Thought since 1925 - - - Financial Economics
    • D25 - Microeconomics - - Production and Organizations - - - Intertemporal Firm Choice: Investment, Capacity, and Financing
    • M21 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Economics - - - Business Economics

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