IDEAS home Printed from https://ideas.repec.org/a/pfq/journl/v64y2019i2p208-221.html
   My bibliography  Save this article

Earning Management and the Likelihood of Financial Distress in Banks — Evidence from Pakistani Commercial Banks

Author

Listed:
  • Malik, Amina
  • Din, Shahab Ud
  • Shafiq, Muhammad
  • Butt, Babar Zaheer
  • Aziz, Haroon

Abstract

This research studies the relationship between financial distress (FD) and usage of discretion by employing earning management practices in twenty commercial banks of Pakistan, listed at Pakistan Stock Exchange (PSX). The study utilizes the data spread over from the year 2010 to 2015. Altman Z-Score has been employed to assess financial distress. Further, the value of Z-score has been used for the classification of banks into distressed and non-distressed banks. Moreover, earning management has also been categorized into non-discretionary (NDA) and discretionary accruals (DA). The logistic approach has been used to study the relationship among variables. The findings reveal that banks use non-discretionary and discretionary accruals to manage their financial distress. This research study provides useful insights for investors, auditors and regulators as it identifies usage of specific provisions by management despite strict regulations.

Suggested Citation

  • Malik, Amina & Din, Shahab Ud & Shafiq, Muhammad & Butt, Babar Zaheer & Aziz, Haroon, 2019. "Earning Management and the Likelihood of Financial Distress in Banks — Evidence from Pakistani Commercial Banks," Public Finance Quarterly, Corvinus University of Budapest, vol. 64(2), pages 208-221.
    • Handle: RePEc:pfq:journl:v:64:y:2019:i:2:p:208-221
    as

    Download full text from publisher

    File URL: https://unipub.lib.uni-corvinus.hu/8693/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Asokan Anandarajan & Iftekhar Hasan & Cornelia McCarthy, 2007. "Use of loan loss provisions for capital, earnings management and signalling by Australian banks," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 47(3), pages 357-379, September.
    2. Laeven, Luc & Majnoni, Giovanni, 2003. "Loan loss provisioning and economic slowdowns: too much, too late?," Journal of Financial Intermediation, Elsevier, vol. 12(2), pages 178-197, April.
    3. Beatty, Anne & Liao, Scott, 2014. "Financial accounting in the banking industry: A review of the empirical literature," Journal of Accounting and Economics, Elsevier, vol. 58(2), pages 339-383.
    4. Rebel Cole & Lawrence White, 2012. "Déjà Vu All Over Again: The Causes of U.S. Commercial Bank Failures This Time Around," Journal of Financial Services Research, Springer;Western Finance Association, vol. 42(1), pages 5-29, October.
    5. Peterson K. Ozili, 2019. "Non-performing loans and financial development: new evidence," Journal of Risk Finance, Emerald Group Publishing Limited, vol. 20(1), pages 59-81, January.
    6. Vincent Bouvatier & Laetitia Lepetit, 2012. "Effects of Loan Loss Provisions on Growth in Bank Lending: Some International Comparisons," International Economics, CEPII research center, issue 132, pages 91-116.
    7. Fonseca, Ana Rosa & González, Francisco, 2008. "Cross-country determinants of bank income smoothing by managing loan-loss provisions," Journal of Banking & Finance, Elsevier, vol. 32(2), pages 217-228, February.
    8. Stergios Leventis & Panagiotis Dimitropoulos & Asokan Anandarajan, 2011. "Loan Loss Provisions, Earnings Management and Capital Management under IFRS: The Case of EU Commercial Banks," Journal of Financial Services Research, Springer;Western Finance Association, vol. 40(1), pages 103-122, October.
    9. Fadzlan SUFIAN & Muzafar Shah HABIBULLAH, 2009. "Bank specific and macroeconomic determinants of bank profitability: Empirical evidence from the China banking sector," Frontiers of Economics in China-Selected Publications from Chinese Universities, Higher Education Press, vol. 4(2), pages 274-291, June.
    10. Boyd, John H. & Runkle, David E., 1993. "Size and performance of banking firms : Testing the predictions of theory," Journal of Monetary Economics, Elsevier, vol. 31(1), pages 47-67, February.
    11. Elona Dushku, 2016. "Some Empirical Evidence of Loan Loss Provisions for Albanian Banks," Journal of Central Banking Theory and Practice, Central bank of Montenegro, vol. 5(2), pages 157-173.
    12. Collins, Jh & Shackelford, Da & Wahlen, Jm, 1995. "Bank Differences In The Coordination Of Regulatory Capital, Earnings, And Taxes," Journal of Accounting Research, Wiley Blackwell, vol. 33(2), pages 263-291.
    13. repec:cii:cepiei:2012-q4-132-3 is not listed on IDEAS
    14. Taha Zaghdoudi, 2013. "Bank Failure Prediction with Logistic Regression," International Journal of Economics and Financial Issues, Econjournals, vol. 3(2), pages 537-543.
    15. Cornett, Marcia Millon & McNutt, Jamie John & Tehranian, Hassan, 2009. "Corporate governance and earnings management at large U.S. bank holding companies," Journal of Corporate Finance, Elsevier, vol. 15(4), pages 412-430, September.
    16. Kanagaretnam, Kiridaran & Lim, Chee Yeow & Lobo, Gerald J., 2010. "Auditor reputation and earnings management: International evidence from the banking industry," Journal of Banking & Finance, Elsevier, vol. 34(10), pages 2318-2327, October.
    17. Frank Strobel, 2011. "Bank insolvency risk and Z-score measures with unimodal returns," Applied Economics Letters, Taylor & Francis Journals, vol. 18(17), pages 1683-1685.
    18. Kanagaretnam, Kiridaran & Lim, Chee Yeow & Lobo, Gerald J., 2014. "Effects of international institutional factors on earnings quality of banks," Journal of Banking & Finance, Elsevier, vol. 39(C), pages 87-106.
    19. Kosmidou, Kyriaki & Pasiouras, Fotios & Tsaklanganos, Angelos, 2007. "Domestic and multinational determinants of foreign bank profits: The case of Greek banks operating abroad," Journal of Multinational Financial Management, Elsevier, vol. 17(1), pages 1-15, February.
    20. Valentina Flamini & Miss Liliana B Schumacher & Mr. Calvin A McDonald, 2009. "The Determinants of Commercial Bank Profitability in Sub-Saharan Africa," IMF Working Papers 2009/015, International Monetary Fund.
    21. Beaver, William H. & Engel, Ellen E., 1996. "Discretionary behavior with respect to allowances for loan losses and the behavior of security prices," Journal of Accounting and Economics, Elsevier, vol. 22(1-3), pages 177-206, October.
    22. Kanagaretnam, Kiridaran & Lobo, Gerald J. & Yang, Dong-Hoon, 2005. "Determinants of signaling by banks through loan loss provisions," Journal of Business Research, Elsevier, vol. 58(3), pages 312-320, March.
    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. Malik, Amina & Butt, Babar Zaheer & Din, Shahab Ud & Aziz, Haroon, 2020. "Impact of Earnings Variability and Regulatory Measures on Income Smoothening in Islamic Banks — Evidence from an Emerging Market," Public Finance Quarterly, Corvinus University of Budapest, vol. 65(3), pages 397-410.

    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. Tram-Anh Nguyen & Phu Ha Nguyen & Hiep Ngoc Luu & Trang Nguyen Ha Cu & Phuong-Anh Nguyen, 2023. "Bank provisioning practice during the pandemic: evidence from the COVID-19 outbreak," International Journal of Disclosure and Governance, Palgrave Macmillan, vol. 20(3), pages 248-260, September.
    2. Bouvatier, Vincent & Lepetit, Laetitia & Strobel, Frank, 2014. "Bank income smoothing, ownership concentration and the regulatory environment," Journal of Banking & Finance, Elsevier, vol. 41(C), pages 253-270.
    3. Malik Amina & Din Shahab Ud & Shafi Khuram & Butt Babar Zaheer & Aziz Haroon, 2022. "Accounting Discretion, Loan Loss Provision in Financial Distress: Evidence from Commercial Banks," Zagreb International Review of Economics and Business, Sciendo, vol. 25(2), pages 1-18.
    4. repec:hal:wpaper:hal-00916674 is not listed on IDEAS
    5. Di Fabio, Costanza & Ramassa, Paola & Quagli, Alberto, 2021. "Income smoothing in European banks: The contrasting effects of monitoring mechanisms," Journal of International Accounting, Auditing and Taxation, Elsevier, vol. 43(C).
    6. Konstantinos Vasilakopoulos & Christos Tzovas & Apostolos Ballas, 2021. "Banks’ Risk and The Impact of Audit Quality on Income Smoothing," Journal of Accounting and Management Information Systems, Faculty of Accounting and Management Information Systems, The Bucharest University of Economic Studies, vol. 20(3), pages 425-453, September.
    7. Albulena Shala & Valentin Toçi & Skender Ahmeti, 2020. "Income smoothing through loan loss provisions in south and Eastern European banks," Zbornik radova Ekonomskog fakulteta u Rijeci/Proceedings of Rijeka Faculty of Economics, University of Rijeka, Faculty of Economics and Business, vol. 38(2), pages 429-452.
    8. Peterson K. Ozili & Erick Outa, 2017. "Bank loan loss provisions research: A review," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 17(3), pages 144-163, September.
    9. Vo, Nguyen Ngoc Thao & Nguyen, Thai Vu Hong & Phan, Duc Hong Thi, 2022. "Earnings management and bank risk-taking behavior in Asia-Pacific region," Research in International Business and Finance, Elsevier, vol. 63(C).
    10. Ozili, Peterson K, 2015. "Loan Loss Provisioning, Income Smoothing, Signaling, Capital Management and Procyclicality: Does IFRS Matter? Empirical Evidence from Nigeria," MPRA Paper 68350, University Library of Munich, Germany.
    11. Haq, Mamiza & Ongena, Steven & Pu, Juying & Tan, Eric K.M., 2024. "Do banks engage in earnings management? The role of dividends and institutional factors," Journal of Banking & Finance, Elsevier, vol. 168(C).
    12. Morris, Richard D. & Kang, Helen & Jie, Jing, 2016. "The determinants and value relevance of banks' discretionary loan loss provisions during the financial crisis," Journal of Contemporary Accounting and Economics, Elsevier, vol. 12(2), pages 176-190.
    13. Elnahass, Marwa & Izzeldin, Marwan & Steele, Gerald, 2018. "Capital and Earnings Management: Evidence from Alternative Banking Business Models," The International Journal of Accounting, Elsevier, vol. 53(1), pages 20-32.
    14. Curcio, Domenico & De Simone, Antonio & Gallo, Angela, 2017. "Financial crisis and international supervision: New evidence on the discretionary use of loan loss provisions at Euro Area commercial banks," The British Accounting Review, Elsevier, vol. 49(2), pages 181-193.
    15. Peterson K. Ozili, 2018. "Bank loan loss provisions, investor protection and the macroeconomy," International Journal of Emerging Markets, Emerald Group Publishing Limited, vol. 13(1), pages 45-65, January.
    16. Dimitris K. Chronopoulos & Lemonia M. Rempoutsika & John O. S. Wilson, 2024. "Audit committee oversight and bank financial reporting quality," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 51(1-2), pages 657-687, January.
    17. Aristei, David & Gallo, Manuela, 2019. "Loan loss provisioning by Italian banks: Managerial discretion, relationship banking, functional distance and bank risk," International Review of Economics & Finance, Elsevier, vol. 60(C), pages 238-256.
    18. Ozili, Peterson K, 2017. "Bank Earnings Smoothing, Audit Quality and Procyclicality in Africa: The Case of Loan Loss Provisions," MPRA Paper 92646, University Library of Munich, Germany.
    19. Raffaela Casciello & Marco Maffei & David A. Ziebart, 2024. "Regulatory and contextual factors influencing earnings and capital management decisions: evidence from the European banking sector," Review of Quantitative Finance and Accounting, Springer, vol. 63(1), pages 87-146, July.
    20. Peterson K. Ozili & Thankom G. Arun, 2023. "What drives bank income smoothing? Evidence from Africa," International Journal of Disclosure and Governance, Palgrave Macmillan, vol. 20(3), pages 274-295, September.
    21. Diego Prior & Emili Tortosa-Ausina & María Pilar García-Alcober & Manuel Illueca, 2019. "Profit efficiency and earnings quality: Evidence from the Spanish banking industry," Journal of Productivity Analysis, Springer, vol. 51(2), pages 153-174, June.

    More about this item

    Keywords

    Earning Management; Financial distress; Discretionary accruals; Z-Score;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

    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:pfq:journl:v:64:y:2019:i:2:p:208-221. 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: Adam Hoffmann (email available below). General contact details of provider: https://edirc.repec.org/data/bkeeehu.html .

    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.