IDEAS home Printed from https://ideas.repec.org/a/pet/annals/v17y2017i1p187-208.html
   My bibliography  Save this article

Measuring the Efficiency and Performance of Quoted Insurance Companies in Nigeria: Data Envelopment Analysis (DEA) Approach

Author

Listed:
  • Osazee Frank Ogieva

    (University of Benin, Benin City, Nigeria)

  • Omorodion Omoregbe

    (University of Benin, Benin City, Nigeria)

Abstract

This study measures the efficiency and performance of quoted insurance companies in Nigeria. Specifically, it determines the extent to which quoted insurance companies in Nigeria are efficient (technical, allocative and scale) in terms of their resource utilization and the performance (total factor productivity growth rate) of quoted insurance companies in Nigeria. In pursuance of the above, the study employs the input oriented data envelopment analysis (DEA) model with four input and output variables. The input variables are management expenses, net premium, shareholders fund and total asset while the output variables are investment income, net claims, profit after tax and market share. These variables were used for the analysis with the aid of input oriented DEAP version 2.1 with variable return to scale assumption using multi stage DEA approach. The result revealed that quoted insurance companies in Nigeria are relatively inefficient. Only seven companies are technically efficient as the result indicates a mean variable returns to scale technical efficiency score of 59%. On the other hand, we observed that twenty-six companies were scale efficient with a mean scale efficiency score of 87% showing that quoted insurance companies are relatively efficient in their choice of scale or size of operations and that Standard Trust Assurance Company (STACO) has the highest peer count. We also discovered the presence of high slacks for management expenses, net profit, shareholders fund and total asset and this shows the degree of inefficient allocation of resources in the Nigerian quoted insurance companies. On the other hand, the output fall (slack) mean of investment income, net claims, profit after tax and market share indicate what the companies would have achieved if the input variables were properly allocated. Finally, we observed that there is no total factor productivity increase in Nigerian quoted insurance companies as only 7 (seven) firms out of thirty-four recorded varying degrees of productivity progress. We therefore recommend possible merger and acquisition of the inefficient companies with the efficient ones in the insurance sector in order to strengthen the insurance companies in Nigeria. We also recommend that total asset and shareholders fund be depleted or upgraded because they recorded the highest input slack score while deliberate attempt should be made to increase firms total market share and profit after tax for efficiency purposes since they recorded the highest output slacks.

Suggested Citation

  • Osazee Frank Ogieva & Omorodion Omoregbe, 2017. "Measuring the Efficiency and Performance of Quoted Insurance Companies in Nigeria: Data Envelopment Analysis (DEA) Approach," Annals of the University of Petrosani, Economics, University of Petrosani, Romania, vol. 17(1), pages 187-208.
  • Handle: RePEc:pet:annals:v:17:y:2017:i:1:p:187-208
    as

    Download full text from publisher

    File URL: https://www.upet.ro/annals/economics/pdf/2017/p1/Ogieva-Omoregbe.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Forsund, Finn R & Hjalmarsson, Lennart, 1979. "Generalised Farrell Measures of Efficiency: An Application to Milk Processing in Swedish Dairy Plants," Economic Journal, Royal Economic Society, vol. 89(354), pages 294-315, June.
    2. Grifell-Tatje, E. & Lovell, C. A. K., 1997. "The sources of productivity change in Spanish banking," European Journal of Operational Research, Elsevier, vol. 98(2), pages 364-380, April.
    3. Berger, Allen N. & Humphrey, David B., 1997. "Efficiency of financial institutions: International survey and directions for future research," European Journal of Operational Research, Elsevier, vol. 98(2), pages 175-212, April.
    4. Banker, Rajiv D., 1984. "Estimating most productive scale size using data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 17(1), pages 35-44, July.
    5. 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.
    6. Jajri, Idris & Ismail, Rahmah, 2006. "Technical efficiency, technological change and total factor productivity growth in Malaysian manufacturing sector," MPRA Paper 1956, University Library of Munich, Germany.
    7. Barros, Carlos Pestana & Nektarios, Milton & Assaf, A., 2010. "Efficiency in the Greek insurance industry," European Journal of Operational Research, Elsevier, vol. 205(2), pages 431-436, September.
    8. Berger, Allen N. & Mester, Loretta J., 1997. "Inside the black box: What explains differences in the efficiencies of financial institutions?," Journal of Banking & Finance, Elsevier, vol. 21(7), pages 895-947, July.
    9. Caves, Douglas W & Christensen, Laurits R & Diewert, W Erwin, 1982. "The Economic Theory of Index Numbers and the Measurement of Input, Output, and Productivity," Econometrica, Econometric Society, vol. 50(6), pages 1393-1414, November.
    10. repec:bla:scandj:v:94:y:1992:i:0:p:s211-28 is not listed on IDEAS
    11. Pestana Barros, Carlos & Dieke, Peter U.C., 2007. "Performance evaluation of Italian airports: A data envelopment analysis," Journal of Air Transport Management, Elsevier, vol. 13(4), pages 184-191.
    12. Chandra, Pankaj & Cooper, William W. & Li, Shanling & Rahman, Atiqur, 1998. "Using DEA To evaluate 29 Canadian textile companies -- Considering returns to scale," International Journal of Production Economics, Elsevier, vol. 54(2), pages 129-141, January.
    13. Banker, Rajiv D & Maindiratta, Ajay, 1988. "Nonparametric Analysis of Technical and Allocative Efficiencies in Production," Econometrica, Econometric Society, vol. 56(6), pages 1315-1332, November.
    14. Fenn, Paul & Vencappa, Dev & Diacon, Stephen & Klumpes, Paul & O'Brien, Chris, 2008. "Market structure and the efficiency of European insurance companies: A stochastic frontier analysis," Journal of Banking & Finance, Elsevier, vol. 32(1), pages 86-100, January.
    15. Diewert, W. E., 1976. "Exact and superlative index numbers," Journal of Econometrics, Elsevier, vol. 4(2), pages 115-145, May.
    16. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    17. Ifuero Osad Osamwonyi & Kennedy Imafidon, 2016. "The Technical Efficiency of Manufacturing Companies on the Nigerian Stock Exchange," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 6(1), pages 1-8.
    18. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Daniel Attah-Kyei & Charles Andoh & Saint Kuttu, 2023. "Risk, technical efficiency and capital requirements of Ghanaian insurers," Risk Management, Palgrave Macmillan, vol. 25(4), pages 1-27, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Mai, Nhat Chi, 2015. "Efficiency of the banking system in Vietnam under financial liberalization," OSF Preprints qsf6d, Center for Open Science.
    2. Dang-Thanh Ngo, 2012. "Measuring the Performance of the Banking System Case of Vietnam (1990-2010)," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 2(2), pages 1-10.
    3. Miguel SARMIENTOO & Andrés CEPEDA & Hernando MUTIS & Juan F. PÉREZ, 2013. "Nueva Evidencia sobre la Eficiencia de la Banca," Archivos de Economía 10705, Departamento Nacional de Planeación.
    4. Voigt, Peter, 2004. "Russlands Weg vom Plan zum Markt: Sektorale Trends und regionale Spezifika. Eine Analyse der Produktivitäts- und Effizienzentwicklungen in der Transformationsphase," Studies on the Agricultural and Food Sector in Transition Economies, Leibniz Institute of Agricultural Development in Transition Economies (IAMO), volume 28, number 93021.
    5. Jarraya, Bilel & Bouri, Abdelfettah, 2012. "Efficiency concept and investigations in insurance industry: A survey," MPRA Paper 53544, University Library of Munich, Germany, revised 2013.
    6. Sudit, Ephraim F., 1995. "Productivity measurement in industrial operations," European Journal of Operational Research, Elsevier, vol. 85(3), pages 435-453, September.
    7. Lampe, Hannes W. & Hilgers, Dennis, 2015. "Trajectories of efficiency measurement: A bibliometric analysis of DEA and SFA," European Journal of Operational Research, Elsevier, vol. 240(1), pages 1-21.
    8. J. Cummins & Hongmin Zi, 1998. "Comparison of Frontier Efficiency Methods: An Application to the U.S. Life Insurance Industry," Journal of Productivity Analysis, Springer, vol. 10(2), pages 131-152, October.
    9. Don U.A. Galagedera & Piyadasa Edirisuriya, 2004. "Performance of Indian commercial banks (1995-2002): an application of data envelopment analysis and Malmquist productivity index," Finance 0408006, University Library of Munich, Germany.
    10. Forsund, Finn R. & Sarafoglou, Nikias, 2005. "The tale of two research communities: The diffusion of research on productive efficiency," International Journal of Production Economics, Elsevier, vol. 98(1), pages 17-40, October.
    11. Franco Fiordelisi & Philip Molyneux, 2004. "Efficiency in the factoring industry," Applied Economics, Taylor & Francis Journals, vol. 36(9), pages 947-959.
    12. Andrew C. Worthington, 2010. "Frontier Efficiency Measurement In Deposit‐Taking Financial Mutuals: A Review Of Techniques, Applications, And Future Research Directions," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 81(1), pages 39-75, March.
    13. G.S. Donatos & D.I. Giokas, 2008. "Relative Efficiency in the branch network of a Greek bank: A quantitative analysis," European Research Studies Journal, European Research Studies Journal, vol. 0(3), pages 53-72.
    14. Baharin, Roziana & isa, zaidi, 2018. "Box Cox- Fourier Flexible Functional Forms in Stochastic Metafrontier Analysis: The Cost Efficiency of the Insurance Industry in Malaysia," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 52(1), pages 135-144.
    15. Silva, Thiago Christiano & Tabak, Benjamin Miranda & Cajueiro, Daniel Oliveira & Dias, Marina Villas Boas, 2017. "A comparison of DEA and SFA using micro- and macro-level perspectives: Efficiency of Chinese local banks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 469(C), pages 216-223.
    16. Silva, Thiago Christiano & Tabak, Benjamin Miranda & Cajueiro, Daniel Oliveira & Dias, Marina Villas Boas, 2018. "Adequacy of deterministic and parametric frontiers to analyze the efficiency of Indian commercial banks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 506(C), pages 1016-1025.
    17. Giokas, Dimitris I., 2008. "Assessing the efficiency in operations of a large Greek bank branch network adopting different economic behaviors," Economic Modelling, Elsevier, vol. 25(3), pages 559-574, May.
    18. Yun Liao, 2024. "Super-efficiency and Stock Market Valuation: Evidence from Listed Banks in China (2006 to 2023)," Papers 2407.14734, arXiv.org.
    19. Franz R. Hahn, 2005. "Determinants of Bank Profitability in Austria. A Micro-Macro Approach," WIFO Studies, WIFO, number 25688.
    20. Kuan-Chen Chen & Chung-I Lin, 2020. "Studies on the Determinants of Efficiency in Taiwanese Life Insurance Industry - Application of Bootstrapped Truncated Model," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 10(1), pages 1-4.

    More about this item

    Keywords

    Efficiency; Performance; Insurance companies; Data Envelopment Analysis;
    All these keywords.

    JEL classification:

    • G22 - Financial Economics - - Financial Institutions and Services - - - Insurance; Insurance Companies; Actuarial Studies
    • C67 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Input-Output Models

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pet:annals:v:17:y:2017:i:1:p:187-208. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Imola Driga (email available below). General contact details of provider: http://www.upet.ro/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.