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What have we Learned from Firm Efficiency Research for the Past 35 Years? A Bibliometric Analysis

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  • Abd Hadi Mustaffa
  • Nur Zahidah Bahrudin
  • Zahariah Sahudin
  • Hasni Abdullah
  • Muhammad Ridzuan Abdul Aziz

Abstract

The increasing publication and citation performances of Firm Efficiency research for the past 35 years have attracted scholars to further embark on this area. Hence, the main objective of this study is to explore what scholars have learned from Firm Efficiency research over the past 35 years. This study uses bibliometric analysis to analyze top productive countries, top 10 journals, top 10 prominent authors, top 20 cited articles, and emerging themes. Selected findings indicated that the United States, China and Taiwan are the top three most productive countries in Firm Efficiency research. In addition, five emerging themes were highlighted in Firm Efficiency research for the past 35 years. The five themes were: 1) Stochastic Frontier Analysis in measuring firm productivity and size, 2) Bootstrapping DEA and SFA in measuring firm efficiency, 3) Corporate Governance and Technical Efficiency, 4) DEA as benchmarking in Firm Efficiency, and 5) Capital Structure and Ownership Structure. This study provides three contributions – 1) encourage scholars to observe the trends in publication and citation performances. 2) Allow scholars and authors to collaborate with an expert in Firm Efficiency research in the future, and 3) inspire the authors to look at the potential research gap and future directions in Firm Efficiency research.

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  • Abd Hadi Mustaffa & Nur Zahidah Bahrudin & Zahariah Sahudin & Hasni Abdullah & Muhammad Ridzuan Abdul Aziz, 2023. "What have we Learned from Firm Efficiency Research for the Past 35 Years? A Bibliometric Analysis," Information Management and Business Review, AMH International, vol. 15(1), pages 216-227.
    • Handle: RePEc:rnd:arimbr:v:15:y:2023:i:1:p:216-227
    DOI: 10.22610/imbr.v15i1(I)SI.3406
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    1. Saiyara Shabbir Ikra & Md. Azizur Rahman & Peter Wanke & Md. Abul Kalam Azad, 2021. "Islamic banking efficiency literature (2000–2020): a bibliometric analysis and research front mapping," International Journal of Islamic and Middle Eastern Finance and Management, Emerald Group Publishing Limited, vol. 14(5), pages 1043-1060, June.
    2. Chien-Ming Chen & Magali A. Delmas & Marvin B. Lieberman, 2015. "Production frontier methodologies and efficiency as a performance measure in strategic management research," Strategic Management Journal, Wiley Blackwell, vol. 36(1), pages 19-36, January.
    3. Psillaki, Maria & Tsolas, Ioannis E. & Margaritis, Dimitris, 2010. "Evaluation of credit risk based on firm performance," European Journal of Operational Research, Elsevier, vol. 201(3), pages 873-881, March.
    4. Saiyara Shabbir Ikra & Md. Azizur Rahman & Peter Wanke & Md. Abul Kalam Azad, 2021. "Islamic banking efficiency literature (2000–2020): a bibliometric analysis and research front mapping," International Journal of Islamic and Middle Eastern Finance and Management, Emerald Group Publishing Limited, vol. 14(5), pages 1043-1060, June.
    5. Hao, Jing & He, Feng, 2022. "Corporate social responsibility (CSR) performance and green innovation: Evidence from China," Finance Research Letters, Elsevier, vol. 48(C).
    6. Subal Kumbhakar & Raquel Ortega-Argilés & Lesley Potters & Marco Vivarelli & Peter Voigt, 2012. "Corporate R&D and firm efficiency: evidence from Europe’s top R&D investors," Journal of Productivity Analysis, Springer, vol. 37(2), pages 125-140, April.
    7. Bauer, Paul W. & Berger, Allen N. & Ferrier, Gary D. & Humphrey, David B., 1998. "Consistency Conditions for Regulatory Analysis of Financial Institutions: A Comparison of Frontier Efficiency Methods," Journal of Economics and Business, Elsevier, vol. 50(2), pages 85-114, March.
    8. Delgado, Miguel A. & Farinas, Jose C. & Ruano, Sonia, 2002. "Firm productivity and export markets: a non-parametric approach," Journal of International Economics, Elsevier, vol. 57(2), pages 397-422, August.
    9. Douglas D. Evanoff & Philip R. Israilevich, 1991. "Productive efficiency in banking," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 15(Jul), pages 11-32.
    10. Davide Castellani, 2002. "Export behavior and productivity growth: Evidence from Italian manufacturing firms," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 138(4), pages 605-628, December.
    11. Denis Bouyssou & Thierry Marchant, 2011. "Ranking scientists and departments in a consistent manner," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 62(9), pages 1761-1769, September.
    12. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    13. 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.
    14. Philip Hardwick & Mike Adams & Hong Zou, 2011. "Board Characteristics and Profit Efficiency in the United Kingdom Life Insurance Industry," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 38(7-8), pages 987-1015, September.
    15. Dimitris Margaritis & Maria Psillaki, 2007. "Capital Structure and Firm Efficiency," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(9‐10), pages 1447-1469, November.
    16. Beni Lauterbach & Alexander Vaninsky, 1999. "Ownership Structure and Firm Performance: Evidence from Israel," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 3(2), pages 189-201, June.
    17. Sueyoshi, Toshiyuki & Goto, Mika & Omi, Yusuke, 2010. "Corporate governance and firm performance: Evidence from Japanese manufacturing industries after the lost decade," European Journal of Operational Research, Elsevier, vol. 203(3), pages 724-736, June.
    18. Chien Wang & Ram Gopal & Stanley Zionts, 1997. "Use of Data Envelopment Analysis in assessing Information Technology impact on firm performance," Annals of Operations Research, Springer, vol. 73(0), pages 191-213, October.
    19. Tagashira, Takumi & Minami, Chieko, 2019. "The Effect of Cross-Channel Integration on Cost Efficiency," Journal of Interactive Marketing, Elsevier, vol. 47(C), pages 68-83.
    20. Tortosa-Ausina, Emili & Grifell-Tatje, Emili & Armero, Carmen & Conesa, David, 2008. "Sensitivity analysis of efficiency and Malmquist productivity indices: An application to Spanish savings banks," European Journal of Operational Research, Elsevier, vol. 184(3), pages 1062-1084, February.
    21. Akhigbe, Aigbe & McNulty, James E. & Stevenson, Bradley A., 2017. "Does the form of ownership affect firm performance? Evidence from US bank profit efficiency before and during the financial crisis," The Quarterly Review of Economics and Finance, Elsevier, vol. 64(C), pages 120-129.
    22. Said Jaouadi & Ilhem Zorgui, 2014. "Exploring Effectiveness and Efficiency of Banks in Switzerland," International Journal of Academic Research in Business and Social Sciences, Human Resource Management Academic Research Society, International Journal of Academic Research in Business and Social Sciences, vol. 4(4), pages 313-325, April.
    23. Chien-Ta Bruce Ho, 2007. "Performance measurement using data envelopment analysis and financial statement analysis," International Journal of Operational Research, Inderscience Enterprises Ltd, vol. 2(1), pages 26-38.
    24. 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.
    25. Valiyattoor, Vipin & Bhandari, Anup Kumar, 2020. "Outsourcing and firm performance nexus: An analysis using the conventional and panel double-bootstrap procedure," Research in International Business and Finance, Elsevier, vol. 54(C).
    26. Nees Jan Eck & Ludo Waltman, 2010. "Software survey: VOSviewer, a computer program for bibliometric mapping," Scientometrics, Springer;Akadémiai Kiadó, vol. 84(2), pages 523-538, August.
    27. Van Ha Nguyen & Frank W. Agbola & Bobae Choi, 2022. "Does Corporate Social Responsibility Enhance Financial Performance? Evidence from Australia," Australian Accounting Review, CPA Australia, vol. 32(1), pages 5-18, March.
    28. E. Grifell-Tatjé & C.A.K. Lovell, 1997. "A DEA-based analysis of productivity change and intertemporal managerial performance," Annals of Operations Research, Springer, vol. 73(0), pages 177-189, October.
    29. Peterson, Warren & Gijsbers, Govert & Wilks, Michèle, 2003. "An Organizational Performance Assessment System for Agricultural Research Organizations: Concepts, Methods, and Procedures," ISNAR Archive 310698, CGIAR > International Food Policy Research Institute (IFPRI).
    30. Juying Zeng & Domingo Ribeiro-Soriano & Jun Ren, 2021. "Innovation efficiency: a bibliometric review and future research agenda," Asia Pacific Business Review, Taylor & Francis Journals, vol. 27(2), pages 209-228, March.
    31. Wu, Desheng Dash, 2010. "BiLevel programming Data Envelopment Analysis with constrained resource," European Journal of Operational Research, Elsevier, vol. 207(2), pages 856-864, December.
    32. Qing Ding & Lingxiu Dong & Panos Kouvelis, 2007. "On the Integration of Production and Financial Hedging Decisions in Global Markets," Operations Research, INFORMS, vol. 55(3), pages 470-489, June.
    33. Kwadjo Ansah-Adu & Charles Andoh & Joshua Abor, 2011. "Evaluating the cost efficiency of insurance companies in Ghana," Journal of Risk Finance, Emerald Group Publishing, vol. 13(1), pages 61-76, December.
    34. Jones, S. R. H. & Ville, Simon P., 1996. "Efficient Transactors or Rent-Seeking Monopolists? The Rationale for Early Chartered Trading Companies," The Journal of Economic History, Cambridge University Press, vol. 56(04), pages 898-915, December.
    35. Valentin Zelenyuk & Vitaliy Zheka, 2006. "Corporate Governance and Firm’s Efficiency: The Case of a Transitional Country, Ukraine," Journal of Productivity Analysis, Springer, vol. 25(1), pages 143-157, April.
    36. Margaritis, Dimitris & Psillaki, Maria, 2010. "Capital structure, equity ownership and firm performance," Journal of Banking & Finance, Elsevier, vol. 34(3), pages 621-632, March.
    37. Capobianco, Heloisa Márcia Pires & Fernandes, Elton, 2004. "Capital structure in the world airline industry," Transportation Research Part A: Policy and Practice, Elsevier, vol. 38(6), pages 421-434, July.
    38. Sarkis, Joseph & Cordeiro, James J., 2001. "An empirical evaluation of environmental efficiencies and firm performance: Pollution prevention versus end-of-pipe practice," European Journal of Operational Research, Elsevier, vol. 135(1), pages 102-113, November.
    39. Shantanu Dutta & Om Narasimhan & Surendra Rajiv, 1999. "Success in High-Technology Markets: Is Marketing Capability Critical?," Marketing Science, INFORMS, vol. 18(4), pages 547-568.
    40. Xiaohong Chen & Xiaoding Wang & Desheng Dash Wu & Zejing Zhang, 2011. "Analysing firm performance in Chinese IT industry: DEA Malmquist productivity measure," International Journal of Information Technology and Management, Inderscience Enterprises Ltd, vol. 10(1), pages 3-23.
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