The Influence of Variables That Can Affect Firm Value in the Banking Industry on the Indonesia Stock Exchange

Adhyasta Cakra Whisnu Arsyana, Hwihanus Hwihanus

Abstract


This study aims to analyze the influence of macro fundamentals and financial risk with capital structure, ownership structure, company characteristics, and financial performance as intervening variables on company value with indicators of stock price, earnings per share, and price to book value. This research is quantitative descriptive with a random sampling technique of ten samples from forty-seven banks in Indonesia in 2019-2022 listed on the Indonesia Stock Exchange. The analysis technique uses Partial least Square (PLS). The results showed that macro fundamentals have a significant effect on company value, company characteristics have a considerable impact on financial performance, financial risk has a significant effect on company characteristics, financial risk has a substantial effect on ownership structure, financial risk has a significant impact on capital structure, and capital structure has a significant effect on financial performance. In addition to the six hypotheses, it shows insignificant, so the company's value is influenced by macro fundamentals, financial risk, capital structure, company characteristics, ownership structure, and financial performance it just 33%.

 

DOI: 10.26905/jkdp.v27i2.11010


Keywords


Capital Structure, Company Characteristics, Company Value, Financials Performance, Macro Fundamentals

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Agustina, C., & Ardiansari, A. (2015). Pengaruh Faktor Ekonomi Makro dan Kinerja Keuangan Terhadap Nilai Perusahaan. Management Analysis Journal, 4(1), 10–21.

Alamsyah, A. R., & Muchlas, Z. (1997). KEBIJAKAN DIVIDEN SEBAGAI VARIABEL INTERVENING. 9–16.

Allen, S. L. (2003). Financial Risk Management: A Practitioner’s Guide to Managing Market and Credit Risk. Wiley.

Anthony, R. N., Hawkins, D. F., & Merchant, K. A. (2011). Accounting: Text and Cases. McGraw-Hill Education.

Aprianingsih, A., & Yushita, A. N. (2016). Pengaruh Penerapan Good Corporate Governance, Struktur Kepemilikan dan Ukuran Perusahaan Terhadap Kinerja Keuangan Bank. Jurnal Profita, 4, 1–16.

Arief, M. R. H., Nurhayati, & Utami, E. S. (2014). Analisis Faktor Fundamental Keuangan Dan Risiko Sistematis Terhadap Harga Saham Perusahaan LQ45 Di Bursa Efek Indonesia ( BEI ) Financial Analysis Fundamentals and Systematic Risk On Stock Price LQ45 companies in Indonesia Stock Exchange ( IDX ). Artikel Ilmiah Mahasiswa.

Atkinson, A. A., Kaplan, R. S., Matsumura, E. M., & Young, S. M. (2018). Management Accounting: Information for Decision-Making and Strategy Execution. Pearson.

Bhawa, I. B. M. D., & S., M. R. D. (2015). Pengaruh Ukuran Perusahaan, Likuiditas, Profitabilitas, Dan Risiko Bisnis Terhadap Struktur Modal Perusahaan Farmasi. E-Jurnal Manajemen Universitas Udayana, 4(7), 1949–1966.

Bhimani, A., Horngren, C., Datar, S., & Foster, G. (2018). Management and Cost Accounting. Pearson Education.

Blanchard, O. (2017). Macroeconomics (7th ed.). Pearson Education.

Boardman, A. E., Greenberg, D. H., Vining, A. R., & Weimer, D. L. (2014). Cost-Benefit Analysis: Concepts and Practice. Pearson.

Booth, L., Demirguc, V. A., Asli Maksimovic, K., & Maksimovic, V. (2001). Capital Structure in Developing Countries. The Journal of Finance, 56(1).

Brealey, R. A., Myers, S. C., & Allen, F. (2020). Principles of Corporate Finance (13th ed.). McGraw-Hill Education.

Brigham, E. F., & Daves, P. R. (2016). Intermediate Financial Management. Cengage Learning.

Brigham, E. F., & Houston, J. F. (2020). Fundamentals of Financial Management. Cengage Learning.

Campbell, J. Y., Lo, A. W., & MacKinlay, A. C. (1997). The Econometrics of Financial Markets. Princeton University Press.

Chen, J. J. (2003). , Institutional Effects Upon Firm’ Capital Structure – Evidence From Chinese Listed Companies. In FMA European Conference.

Chrisna Riane Opod. (2015). Analisis Pengaruh Faktor Faktor Fundamental…. . (Opod) 127. Jurnal Riset Bisnis Dan Manajemen, 3, 127–140.

Cornett, M. M., Guo, L., Khaksari, S., & Tehranian, H. (2010). The impact of state ownership on performance differences in privately-owned versus state-owned banks: An international comparison. Journal of Financial Intermediation, 19(1), 74–94.

Damodaran, A. (2012). Investment valuation: Tools and techniques for determining the value of any asset. John Wiley & Sons.

Dat, B. T. (2013). Bank Profitability and Liquidity: A Case of Vietnam Commercial Banks [Thesis]. Vietnam National University.

Dechow, P. M., & Skinner, D. J. (2000). Earnings Management: Reconciling the Views of Accounting Academics, Practitioners, and Regulators. Accounting Horizons, 14(2), 235–250.

Dichev, I. D., & Tang, V. W. (2009). Earnings volatility and earnings predictability. Journal of Accounting and Economics, 47(1–2), 160–181.

Donaldson, G. (1961). Kapasitas Utang Korporasi: Kajian Kebijakan Utang Korporasi dan Penentuan Kapasitas Utang Korporasi.

Donaldson, T., & Preston, L. (1995). Teori Pemangku Kepentingan Korporasi: Konsep, Bukti, dan Implikasi.

Dramawan, I. D. K. A. (2015). Pengaruh Risiko Keuangan dan Pertumbuhan Penjualan pada Profitabilitas dan Nilai Perusahaan Property. Jurnal Buletin Studi Ekonomi, 20(2), 158–167.

Dwipartha, N. M. W. (2013). Pengaruh Faktor Ekonomi Makro dan Kinerja Keuangan Terhadap Nilai Perusahaan Manufaktur di Bursa Efek Indonesia. E-Jurnal Ekonomi Dan Bisnis Universitas Udayana, 2(4), 226–248.

Evanoff, D. D., & Wall, L. D. (2001). Liquidity Risk and Financial Stability. Journal of Financial Services Research, 19(1), 37–61.

Farooque, O. Al., Zijl, T. van, Dunstan, K., & Karim, A. W. (2010). Co-Deterministic Relationship between Ownership Concentration and Corporate Performance: Evidence from an Emerging Economy. Accounting Research Journal, 23(2), 172–189.

Ferranti, D., & Yunita, I. (2015). Analisis Inflasi, Tingkat Suku Bunga, Dividend Payout Ratio, dan Current Ratio terhadap Risiko Sistematis. Trikonomika, 14(1), 47. https://doi.org/10.23969/trikonomika.v14i1.591

Frank, M. Z., & Goyal, V. K. (2009). Capital Structure Decisions: Which Factors Are Reliably Important? Financial Management, 38(1), 1–37.

Freeman, R. (2010). Strategic Management: A Stakeholder Approach.

Ghozali. (2016). Aplikasi Analisis Multivariete Dengan Program IBM SPSS. Badan Penerbit Universitas Diponegoro. .

Gultom, R., & Wijaya, S. W. A. (2013). Analisis Faktor-Faktor Yang Mempengaruhi Nilai Perusahaan Pada Perusahaan Farmasi Di Bursa Efek Indonesia. Jurnal Wira Ekonomi Mikrosil, 3(1), 51–60.

Gupta, S., & Sharma, S. (2019). An empirical investigation on firm characteristics and firm performance. Journal of Management Research, 19(3), 163–181.

Hadad, M. D., Sugiarto, A., Purwanti, W., Hermanto, M. J., & Arianto, B. (2003). Kajian Mengenai Struktur Kepemilikan Bank Di Indonesia. Jurnal Buletin Ekonomi Dan Moneter Bank Indonesia.

Hamidy, R. R., Wiksuana, I. G. B., Gede, L., & Artini, S. (2015). Pengaruh Struktur Modal Terhadap Nilai Perusahaan Dengan Profitabilitas Sebagai Variabel Intervening Pada Perusahaan Properti Dan Real Estate DI Bursa Efek Indonesia. Jurnal Ekonomi Dan BIsnis Universitas Udayana, 10, 665–682.

Hansen, D. R., Mowen, M. M., & Guan, L. (2018). Cost Management: Accounting and Control. Cengage Learning.

Harris, M., & Raviv, A. (1991). The Theory of Capital Structure. The Journal of Finance, 46(1), 297–355.

Healy, P. M., & Wahlen, J. M. (1999). A Review of the Earnings Management Literature and its Implications for Standard Setting. Accounting Horizons, 13(4), 365–383.

Horngren, C. T., Datar, S. M., & Rajan, M. V. (2018). Cost Accounting: A Managerial Emphasis. Pearson.

Hwihanus, & Narastri, M. (2020). Fundamental Makro dan Karakteristik Perusahaan Dalam Struktur Kepemilikan pada Badan Usaha Milik Negara. SEMINAR NASIONAL KONSORSIUM UNTAG Indonesia Ke-2 Tahun 2020, 2, 197–208.

Hwihanus, & Ramadhani, A. D. (2019). The Analysis of The Micro and Macro Fundamental, Ownership Structure, Good Corporate Governance, and Capital Structure Effent on Financial Performance. Jurnal Ilmiah Akuntansi, 4(2), 252–267.

Hwihanus, Ratnawati, T., & Yuhertiana, I. (2019). Analisis Pengaruh Fundamental Makro dan Fundamental Mikro Terhadap Struktur Kepemilikan , Kinerja Keuangan , dan Nilai Perusahaan pada Badan Usaha Milik Negara yang Terdaftar di Bursa Efek Indonesia. 65–72.

Iman, N. (2016). Manajemen Keuangan: Akuntansi Manajemen dan Penganggaran Perusahaan. Salemba Empat.

Indriyani, E. (2017). Pengaruh Ukuran Perusahaan dan Profitabilitas Terhadap Nilai Perusahaan. Jurnal Ilmu Akuntansi, 10(2), 333–348.

Irawan, D., & Kusuma, N. (2019). PENGARUH STRUKTUR MODAL DAN UKURAN PERUSAHAAN. 17(1), 66–81.

Jensen, M. C., & Meckling, W. H. (1976). Theory of the Firm: Managerial Behavior, Agency Costs, and Ownership Structure. Journal of Financial Economics, 3(4), 305–360.

Jones, T., & Wicks, A. (1999). Teori Pemangku Kepentingan Konvergen.

Julduha, N., & Kusumawardhani, I. (2013). Pengaruh Net Profit Margin, Current ratio, Debt to Assets, dan Tingkat Suku Bunga terhadap Beta Saham Syariah. Jurnal Buletin Studi Ekonomi, 18(2), 144–152.

Khlif, H., Islam, A., & Samaha, K. (2015). Disclosure, Ownership Structure, Earnings Announcement Lag and Cost of Equity Capital in Emerging Markets: The Case of the Egyptian Stock Exchange. Journal of Applied Accounting Research, 16(1), 28–57.

Komara, A., Hartoyo, S., & Andati, T. (2014). Analisis Pengaruh Struktur Modal Terhadap Kinerja Keuangan Perusahaan. Jurnal Keuangan Dan Perbankan, 20(1), 10–21.

Kotler, P., & Keller, K. L. (2020). Marketing management. Pearson.

Krugman, P. R., & Obstfeld, M. (2009). International Economics: Theory and Policy. Pearson Addison Wesley.

Lindayani, N. W., & Dewi, S. K. S. (2016). Dampak Struktur Modal Dan Inflasi Terhadap Profitabilitas Dan Return Saham Perusahaan Keuangan Sektor Perbankan. E-Jurnal Manajemen Universitas Udayana, 5(8), 5274– 5303.

Mankiw, N. G. (2014). Principles of Macroeconomics. Cengage Learning.

Marchyta, N. K., & Astuti, D. (2015). Pengaruh Struktur Modal Dan Pertumbuhan Perusahaan Terhadap Profitabilitas Dan Nilai Perusahaan Pada Perusahaan. Universitas Udayana Denpasar, 3(1), 13–18.

Mintzberg, H. (2021). Structure in fives: Designing effective organizations. Berrett-Koehler Publishers.

Mitchell, R., Agle, B., & Wood, D. (1997). Menuju Teori Identifikasi dan Salience Pemangku Kepentingan: Mendefinisikan Prinsip Siapa dan Apa yang Benar-Benar Penting.

Mumtazah, F., & Purwanto, A. (2020). Analisis pengaruh kinerja keuangan dan pengungkapan lingkungan terhadap nilai perusahaan. 9(2018), 1–11.

Myers, S. C. (1984). The Capital Structure Puzzle. The Journal of Finance, 39(3), 575–592.

Myers, S., & Majluf, N. (1984). Pembiayaan Perusahaan dan Keputusan Investasi Ketika Perusahaan Memiliki Informasi yang Tidak Dimiliki Investor. Jurnal Ekonomi Keuangan, 13(2), 187–221.

Ni’mah, N. (2013). Analisis Pengaruh Tingkat Suku Bunga, Tingkat Likuiditas, Profitabilitas, dan Leverage Perusahaan terhadap Risiko Investasi.

Palepu, K. G., Healy, P. M., & Peek, E. (2019). Business Analysis and Valuation: Using Financial Statements. Cengage Learning.

Pandey, I. M. (2016). Financial management. Vikas Publishing House.

Pangemanan, V. (2013). Inflasi, Nilai Tukar, dan Suku Bunga terhadap Risiko Sistematis. Jurnal EMBA, 1(3), 189–196.

Pater, Darminto, A., & Saifi, M. (2014). Faktor Internal dan Eksternal yang Mempengaruhi Pergerakan Harga Saham (Studi Pada Saham-Saham Indeks LQ45 Periode 2009–2013). Jurnal Administrasi Bisnis Bisnis, 11(1).

Penman, S. H. (2018). Financial Statement Analysis and Security Valuation. McGraw-Hill Education.

Pervan, M., & Visic, J. (2012). Influence of firm Size on Its Business Success. Croatian Operational Research Review, 3, 213–223.

Prastuti, N. K. R., & Sudiartha, I. G. M. (2016). Pengaruh Struktur Modal, Kebijakan Dividen, dan Ukuran Perusahaan Terhadap Nilai Perusahaan Pada Perusahaan Manufaktur. E-Jurnal Manajemen Unud, 5(3), 1572–1598.

Pratt, S. P., & Niculita, A. V. (2008). aluing a business: The analysis and appraisal of closely held companies. McGraw Hill.

Purwati, D., Riza, N., & Munir, M. (2018). Pengaruh Struktur Kepemilikan Terhadap Kinerja Perusahaan (Studi Empiris Pada Perusahaan Manufaktur Sektor Makanan dan Minuman Yang Terdaftar di BEI 2013-2015. Progress Conference, 1(1), 724–730.

Raheman, A., Zulfiqar, B., & Mustafa. (2007). Capital Structure and Profitability: Case of Islamabad Stock Exchange. International Review of Business Research Papers, 3(5), 347–361.

Ramdhonah, Z., Solikin, I., & Sari, M. (2019). Pengaruh Struktur Modal , Ukuran Perusahaan , Pertumbuhan Perusahaan , Dan Profitabilitas Terhadap Nilai Perusahaan ( Studi Empiris Pada Perusahaan Sektor Pertambangan Yang Terdaftar Di Bursa Efek Indonesia Tahun 2011-2017 ). 7(1), 67–82. https://doi.org/10.17509/jrak.v7i1.15117

Ross, S. A., Westerfield, R. W., & Jordan, B. D. (2020). Fundamentals of Corporate Finance. McGraw-Hill Education.

Ruslan, M. N., & Roslin, R. M. (2015). Ownership structure and corporate performance in Malaysia. International Journal of Economics, Commerce, and Management, 3(11), 23–34.

Sabrina, F. N., & Muharam, H. (2015). Analisis Pengaruh Kepemilikan Pemerintah, Kepemilikan Asing, Risiko Likuiditas dan Risiko Kredit terhadap Kinerja Keuangan Bank. Diponegoro Journal of Management, 4(1), 1–13.

Seftianne, & Handayani, R. (2011). Faktor-Faktor yang Mempengaryhi Struktur Modal Pada Perusahaan Publik Sektor Manufaktur. Jurnal Bisnis Dan Akutansi, 13(1), 39–56.

Sofia, E. N., & Akhmadi. (2018). Pengaruh Profitabilitas dan Ukuran Perusahaan Terhadap Nilai Perusahaan dengan Kebijakan Hutang Sebagai Variabel Intervening. Jurnal Tirtayasa Ekonomika, 13(1), 183–212.

Sudiyatno, B. (2010). Peran Kinerja Perusahaan Dalam Menetukan Pengaruh Faktor Fundamental Makroekonomi, Resiko Sistematis Dan Kebijakan Perusahaan Terhadap Nilai Perusahaan. In Kajian Akuntansi.

Sudiyatno, B., & Nuswandhari, C. (2009). Peranan Beberapa Indikator Ekonomi Dalam Mempengaruhi Risiko Sistematis. Jurnal Dinamika Keuangan Dan Perbankan, 1(2), 66–81.

Sugiharto, Ratnawati, T., & Moehaditoyo, S. H. (2016). Risk Management Mediates the Influence of Good Corporate Governance, Managerial Shareholder, and Leverage on Firm Value. IOSR Journal of Business and Management, 18(11), 62–70.

Suryani, M. V. (2015). Pengaruh Pertumbuhan Perusahaan dan Struktur Modal terhadap Nilai perusahaan (Studi Kasus Perusahaan Sektor Manufaktur yang Terdaftar pada BEI Tahun 2010-2013). Jurnal Manajemen.

Trisnawati, I. A. (2017). Peran Akuntansi Manajemen dalam Pengambilan Keputusan Investasi di Perbankan. Jurnal Ilmiah Mahasiswa Akuntansi.

Tushman, M. L., & O’Reilly, C. A. (2019). Winning through innovation: A practical guide to leading organizational change and renewal. Harvard Business Press.

Ukhriyawati, C. F., Ratnawati, T., & Riyadi, S. (2017). The Influence of Asset Structure, Capital Structure, Risk Management and Good Corporate Governance of Financial Performance and Value of the Firm through Earnings and Free Cash Flow as an Intervening Variable in Banking Companies Listed in Indonesia Stock. International Journal of Business and Management, 12(8), 249– 260.

Utomo, N. A., & Christy, N. N. A. (2017). Pengaruh Struktur Modal, Profitabilitas, Ukuran Perusahaan Terhadap Nilai Perusahaan Pada Perusahaan Lq 45 Di Bursa Efek Indonesia.

Wardani, D. D., IlMaknuun, L., & Mukhlisuddin, A. (2021). Pengaruh Fundamental Makro Dan Pengungkapan Tanggung Jawab Sosial Islam Terhadap Nilai Perusahaan Melalui Pendapat Audit Atas Kelangsungan Usaha ( Pada Bank Syariah Milik Negara. 3(1).

Wimelda, L., & Marlinah, A. (2013). Variabel-Variabel yang Mempengaruhi Struktur Modal Pada Perusahaan Publik Sektor Non Keuangan. Media Bisnis, 10(1), 56–69.




DOI: https://doi.org/10.26905/jkdp.v27i2.11010

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Jurnal Keuangan dan Perbankan (Journal of Finance and Banking)

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