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What determines the efficiency of Australian mining companies?

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  • Hosseinzadeh, Ahmad
  • Smyth, Russell
  • Valadkhani, Abbas
  • Moradi, Amir
Abstract
We examine the firm-specific determinants of technical efficiency in Australian mining companies using data envelopment analysis (DEA). To do so, we employ panel data sourced from individual mining companies listed on the Australian Securities Exchange (ASX) over the period 2010–2014. To ensure valid statistical inference in the presence of serial correlation between DEA efficiency scores, we apply Simar and Wilson’s two-stage bootstrap method. We find that ownership concentration, firm size, firm age, product portfolio, product diversification and growth status significantly contribute to efficiency gains. However, other firm-specific factors, such as capacity utilisation, financial risk and overseas operations appear to have limited impact on the technical efficiency of mining firms.

Suggested Citation

  • Hosseinzadeh, Ahmad & Smyth, Russell & Valadkhani, Abbas & Moradi, Amir, 2018. "What determines the efficiency of Australian mining companies?," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 62(1), January.
    • Handle: RePEc:ags:aareaj:313564
    DOI: 10.22004/ag.econ.313564
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    1. Hosseinzadeh, Ahmad & Smyth, Russell & Valadkhani, Abbas & Le, Viet, 2016. "Analyzing the efficiency performance of major Australian mining companies using bootstrap data envelopment analysis," Economic Modelling, Elsevier, vol. 57(C), pages 26-35.
    2. Abhirup Chakrabarti & Kulwant Singh & Ishtiaq Mahmood, 2007. "Diversification and performance: evidence from East Asian firms," Strategic Management Journal, Wiley Blackwell, vol. 28(2), pages 101-120, February.
    3. Min, Hokey & Joo, Seong-Jong, 2016. "A comparative performance analysis of airline strategic alliances using data envelopment analysis," Journal of Air Transport Management, Elsevier, vol. 52(C), pages 99-110.
    4. Oleg Badunenko, 2010. "Downsizing in the German chemical manufacturing industry during the 1990s. Why is small beautiful?," Small Business Economics, Springer, vol. 34(4), pages 413-431, May.
    5. Léopold Simar & Paul W. Wilson, 1998. "Sensitivity Analysis of Efficiency Scores: How to Bootstrap in Nonparametric Frontier Models," Management Science, INFORMS, vol. 44(1), pages 49-61, January.
    6. Chang, Shao-Chi & Wang, Chi-Feng, 2007. "The effect of product diversification strategies on the relationship between international diversification and firm performance," Journal of World Business, Elsevier, vol. 42(1), pages 61-79, March.
    7. Tsolas, Ioannis E., 2011. "Performance assessment of mining operations using nonparametric production analysis: A bootstrapping approach in DEA," Resources Policy, Elsevier, vol. 36(2), pages 159-167, June.
    8. Kulshreshtha, Mudit & Parikh, Jyoti K., 2002. "Study of efficiency and productivity growth in opencast and underground coal mining in India: a DEA analysis," Energy Economics, Elsevier, vol. 24(5), pages 439-453, September.
    9. Fang, Hong & Wu, Junjie & Zeng, Catherine, 2009. "Comparative study on efficiency performance of listed coal mining companies in China and the US," Energy Policy, Elsevier, vol. 37(12), pages 5140-5148, December.
    10. Shleifer, Andrei & Vishny, Robert W, 1997. "A Survey of Corporate Governance," Journal of Finance, American Finance Association, vol. 52(2), pages 737-783, June.
    11. Arif Syed & R. Quentin Grafton & Kaliappa Kalirajan & Dean Parham, 2015. "Multifactor productivity growth and the Australian mining sector," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 59(4), pages 549-570, October.
    12. Alexander Schiersch, 2013. "Firm size and efficiency in the German mechanical engineering industry," Small Business Economics, Springer, vol. 40(2), pages 335-350, February.
    13. Léopold Simar & Paul Wilson, 2011. "Two-stage DEA: caveat emptor," Journal of Productivity Analysis, Springer, vol. 36(2), pages 205-218, October.
    14. Omran, Mohammed, 2009. "Post-privatization corporate governance and firm performance: The role of private ownership concentration, identity and board composition," Journal of Comparative Economics, Elsevier, vol. 37(4), pages 658-673, December.
    15. Khan, Farid & Salim, Ruhul & Bloch, Harry, 2015. "Nonparametric estimates of productivity and efficiency change in Australian Broadacre Agriculture," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 59(3), July.
    16. Mugera, Amin W., 2013. "Measuring Technical Efficiency of Dairy Farms with Imprecise Data: A Fuzzy Data Envelopment Analysis Approach," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 57(4), pages 1-19.
    17. Geissler, Bernhard & Mew, Michael C. & Weber, Olaf & Steiner, Gerald, 2015. "Efficiency performance of the world's leading corporations in phosphate rock mining," Resources, Conservation & Recycling, Elsevier, vol. 105(PB), pages 246-258.
    18. Simon Zheng & Harry Bloch, 2014. "Australia’s mining productivity decline: implications for MFP measurement," Journal of Productivity Analysis, Springer, vol. 41(2), pages 201-212, April.
    19. Farid Khan & Ruhul Salim & Harry Bloch, 2015. "Nonparametric estimates of productivity and efficiency change in Australian Broadacre Agriculture," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 59(3), pages 393-411, July.
    20. Mugera, Amin W. & Nyambane, Gerald G., 2015. "Impact of debt structure on production efficiency and financial performance of Broadacre farms in Western Australia," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 59(2), April.
    21. Boubakri, Narjess & Cosset, Jean-Claude & Guedhami, Omrane, 2005. "Postprivatization corporate governance: The role of ownership structure and investor protection," Journal of Financial Economics, Elsevier, vol. 76(2), pages 369-399, May.
    22. Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
    23. Thompson, Russell G. & Dharmapala, P. S. & Thrall, Robert M., 1995. "Linked-cone DEA profit ratios and technical efficiency with application to Illinois coal mines," International Journal of Production Economics, Elsevier, vol. 39(1-2), pages 99-115, April.
    24. Fotios Pasiouras, 2008. "International evidence on the impact of regulations and supervision on banks’ technical efficiency: an application of two-stage data envelopment analysis," Review of Quantitative Finance and Accounting, Springer, vol. 30(2), pages 187-223, February.
    25. Amir Moradi-Motlagh & Abbas Valadkhani & Ali Salman Saleh, 2015. "Rising efficiency and cost saving in Australian banks: a bootstrap approach," Applied Economics Letters, Taylor & Francis Journals, vol. 22(3), pages 189-194, February.
    26. P. Byrnes & R. Färe & S. Grosskopf, 1984. "Measuring Productive Efficiency: An Application to Illinois Strip Mines," Management Science, INFORMS, vol. 30(6), pages 671-681, June.
    27. M. Diaz & Rosario Sanchez, 2008. "Firm size and productivity in Spain: a stochastic frontier analysis," Small Business Economics, Springer, vol. 30(3), pages 315-323, March.
    28. Shiguang Ma & Tony Naughton & Gary Tian, 2010. "Ownership and ownership concentration: which is important in determining the performance of China’s listed firms?," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 50(4), pages 871-897, December.
    29. Peter Tulip, 2014. "The Effect of the Mining Boom on the Australian Economy," RBA Bulletin (Print copy discontinued), Reserve Bank of Australia, pages 17-22, December.
    30. Loderer, Claudio & Waelchli, Urs, 2010. "Firm age and performance," MPRA Paper 26450, University Library of Munich, Germany.
    31. Vernon Topp & Leo Soames & Dean Parham & Harry Bloch, 2008. "Productivity in the Mining Industry: Measurement and Interpretation," Staff Working Papers 0807, Productivity Commission, Government of Australia.
    32. Dongwei Su & Xingxing He, 2012. "Ownership structure, corporate governance and productive efficiency in China," Journal of Productivity Analysis, Springer, vol. 38(3), pages 303-318, December.
    33. Wijesiri, Mahinda & Viganò, Laura & Meoli, Michele, 2015. "Efficiency of microfinance institutions in Sri Lanka: a two-stage double bootstrap DEA approach," Economic Modelling, Elsevier, vol. 47(C), pages 74-83.
    34. Chortareas, Georgios E. & Girardone, Claudia & Ventouri, Alexia, 2012. "Bank supervision, regulation, and efficiency: Evidence from the European Union," Journal of Financial Stability, Elsevier, vol. 8(4), pages 292-302.
    35. Ibrahim El-Sayed Ebaid, 2009. "The impact of capital-structure choice on firm performance: empirical evidence from Egypt," Journal of Risk Finance, Emerald Group Publishing, vol. 10(5), pages 477-487, November.
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