CiteNScope — Scholarly Index & Analytics
Discover / IJBESPUBLICATION RECORD

Business diversification of coal mining companies as a strategy facing coal price volatility

Gusnawan Adi Putra · Sri Mulyantini · Dianwicaksih Arieftiara

International Journal of Business Ecosystem & Strategy · 2021 · Vol. 3 / Issue 4 · 38-50

Research reach

Publication metrics

External links open provider records or DOI searches. Provider counts are not combined. Mendeley readership measures saves, not citations.

Dimensions

Live provider badge. If unavailable, use the Dimensions link above.

CROSSREF CITATIONS1

Observed 21 Oct 2026, 00:14 UTC

OpenAlex · Citations2Cached provider observation

Observed 22 Oct 2026 02:31 UTC

Mendeley · Readers65Cached provider observation

Observed 22 Oct 2026 02:31 UTC

OpenAlex and Mendeley observations refresh on article visits, at most once per 24 hours. Unavailable data is not zero. Google Scholar opens a DOI search.

OpenAlex / Citation year

Annual citations to this article

View provider totals ↑

Citations received by this article, grouped by the year of the citing work. Crossref and OpenAlex lifetime totals remain separate in Publication metrics.

2017–2026 Annual history last updated:

Citations received

OpenAlex · year of the citing work

OpenAlex

Hover over a year or focus the chart and use arrow keys to inspect values.

2017–2026 annual-history window. 2026 is year to date. Unknown years have gaps.

View data & coverage

2026 is incomplete. Within a successfully fetched ten-year window, omitted years mean zero. Years beyond a saved observation’s window remain unknown (—). Older citations are excluded, so this chart’s sum may differ from the OpenAlex lifetime total. The date above belongs to this annual history; an unsuccessful refresh keeps the previous observation.

Overview

Abstract

This study aims to determine the effect of business diversification on stock prices by mediating company performance, represented by the variable ROE and EPS in a fluctuating coal price situation. The data used are 16 companies engaged in coal mining in Indonesia and listed on the Indonesia Stock Exchange (IDX) from 2012 to 2019. Using two analysis methods: path analysis to examine direct and indirect relationships between variables and different tests to see differences in the performance of companies that diversify and do not diversify. The results showed that coal commodity prices had a significant positive effect on stock prices and indirectly, through ROE and EPS, had a significant positive impact on stock prices. Business diversification directly has a significant negative impact on stock prices and indirectly through EPS positively affects stock prices. Business diversification provides a substantial difference to EPS and does not provide a significant difference to ROE.

Keywords: {'name': 'Business Diversification'}, {'name': 'Commodity Price'}, {'name': 'Coal'}, {'name': 'ROE'}, {'name': 'EPS'}, {'name': 'Stock Prices'}

Authors & affiliations

Gusnawan Adi Putra
Affiliation not supplied

Sri Mulyantini
Affiliation not supplied

Dianwicaksih Arieftiara
Affiliation not supplied

Deposited references

Supplied references, not a list of publications citing this article.

DOI: 10.1016/j.jbusres.2019.03.044

Alfian, Muhammad, Yuli Antina Aryani, and Zulkifli (2016). Pengaruh Rasio Profitabilitas Terhadap Harga Saham Perusahaan Industri Logam Yang Terdaftar Di BEI Tahun 2007 - 2011. Jurnal Akuntansi Politeknik Sekayu IV(1),23–31.

Alqattan, A. Adnan, and Alhayky, A. (2016). Impact of Oil Prices on Stock Markets: Evidence from Gulf Cooperation Council (GCC) Financial Markets. Amity Journal of Finance 1(1),1–8.

DOI: 10.1177/002224297904300209

DOI: 10.1016/j.jbankfin.2010.01.010

DOI: 10.3905/JAI.2010.12.3.076

DOI: 10.1093/jeg/lbv040

DOI: 10.1016/j.iref.2017.03.003

Chen, H. and I. Gusti A. (2020). Performance of Banks in Indonesia: The Importance of Bank Diversification and Corporate Governance. Review of Integrative Business and Economics Research 10(1), 91–104.

DOI: 10.1177/0149206310388419

DOI: 10.1093/rfs/hht012

Fahmi, I. .(2012). Analisis Laporan Keuangan. Bandung: Alphabeta.

DOI: 10.21009/JRMSI.009.1.10

HM, Markowitz. (1959). Portfolio Selection: Efficient Diversification of Investments. New York: John Wiley Sons.

DOI: 10.1086/261893

Ja’far, A. (2018). Analisis Pengaruh Harga Batubara Acuan Dan Kinerja Fundamental Terhadap Harga Saham Sektor Pertambangan. Bogor: Institut Pertanian Bogor.

DOI: 10.2307/2097958

Jami, M., and M. N. Bahar. (2016). Analysis of Profitability Ratios to Evaluation of Performance of Indian Automobile Industry. Journal of Current Research in Science 747–55.

JE, Edwin, and Martin JG. (1997). Modern Portfolio Theory 1950 to Date. J. Bank. Fin.

Jogiyanto, H. M. (201)4. Teori Portofolio Dan Analisis Investasi. Delapan. Yogyakarta: BPFE.

DOI: 10.1016/j.jbankfin.2010.10.006

DOI: 10.1016/j.ijhm.2013.01.001

Kasmir. (2018). Analisis Laporan Keuangan. 11th ed. Jakarta: Rajawali Pers.

Koller, T., R. Dobbs, and B. Huyett (2011). Value The Four Cornerstones of Corporate Finance. Canada: McKinsey and John Wiley and Sons Company.

DOI: 10.1016/j.ijhm.2006.02.002

DOI: 10.1016/j.resourpol.2019.01.013

Liu, M., X. Zhang, and C. Zhang (2012). Correlation Study on Business Diversification, Operating Performance and Risk in China’s Commercial Banks. Stud. Int. Financ. 59–69.

Luthfiyah (2020). Pengaruh Eps, Harga Batubara Acuan Dan Nilai Tukar Terhadap Harga Saham Studi Pada Perusahaan Subsektor Pertambangan Batubara Yang Terdaftar Di Bei Periode 2014-2018. Program Studi Manajemen Fakultas Ekonomi Dan Bisnis Universitas Pertamina.

Marsha, N., and I. Murtaqi. (2017). The Effect of Financial Ratios on Firm Value in The Food and Beverage Sector of The IDX. Journal of Business and Management 6(2):214–226.

DOI: 10.1016/0304-405X(84)90023-0

Pasaribu, and Rowland B.F. (2008). The Influence of Corporate Fundamental to Its Stock Price in Indonesian Public Companies. Journal of Economic and Business 2(2):101–13.

DOI: 10.1049/em:19940108

Puspitaningtyas, Z. (2015). Prediksi Risiko Investasi Saham: Decision Usefulness Approach. Yogyakarta: Griya Pandiva.

DOI: 10.2991/icame-17.2017.2

Riana, I. K. T., and Dewi, S. (2015). Peran EPS Dalam Memediasi Pengaruh ROE Terhadap Harga Saham Perusahaan Perbankan Di BEI. E-Jurnal Manajemen Unud 4(12):4245–73.

Sartono, A. (2010). Manajemen Keuangan Teori Dan Aplikasi. 4th ed. Yogyakarta: BPFE.

Satoto, and Shinta H. (2009). Strategi Diversifikasi Terhadap Kinerja Perusahaan. Jurnal Keuangan Dan Perbankan 13(2), 280–87.

DOI: 10.31843/jmbi.v2i1.42

Sugiono, A. (2009). Manajemen Keuangan Untuk Praktisi Keuangan. Jakarta: Grasindo.

Sundari, C. 2015. “Pengaruh Harga Batubara Acuan (HBA) Terhadap Return Saham Dengan Profitabilitas Sebagai Variabel Intervening Pada Perusahaan Tambang Batubara Di BEI. Jurnal Transformasi 11(2):150–162.

Talamati, M., and S. Pangemanan. (2015). The Effect of Earnings Per Share (EPS) & Return on Equity (ROE) on Stock Price of Banking Company Listed in Indonesia Stock Exchange (IDX) 2010-2014. Jurnal EMBA 3(2),1086–94.

Tandelilin, E.( 2010). Portofolio Dan Investasi Teori Dan Aplikasi. Pertama. Yogyakarta: Kanisius.

Tauke, P. Y., and J. E. Tulung (2017). Pengaruh Kinerja Keuangan Terhadap Nilai Perusahaan Real Estate Dan Property Yang Terdaftar Di Bursa Efek Indonesia Tahun 2012-2015. Jurnal EMBA 5(2):919–927.

DOI: 10.12735/jbm.v2i2p11

DOI: 10.1080/00014788.1987.9729347

DOI: 10.1016/j.tourman.2016.08.018