Measuring Intellectual Capital of Turkish Banks Listed on Borsa Istanbul Banking Index (BIST XBANK) with the Market Value / Book Value Method and Value Added Intellectual Coefficient (VAIC) Model
DOI:
https://doi.org/10.5195/emaj.2019.180Keywords:
Banking, BIST, Intellectual Capital, Measurement, VAIC, XBANKAbstract
Intellectual capital is a critical concept to realize and reflect the real value of organizations. This study took advantage of Market Value (MV) / Book Value (BV) method and Value Added Intellectual Coefficient (VAIC) model to measure and compare intellectual capital of Turkish banks listed on Borsa Istanbul Banking Index (BIST XBANK). Also, financial indicators such as Return on Assets (ROA), Return on Equity (ROE), Leverage, (LEV), Capital Adequacy Ratio (CAR) and intellectual capital performance indicators such as MV/BV ratio, Human Capital Efficiency (HCE), Structural Capital Efficiency (SCE), Capital Employed Efficiency (CEE) and VAIC of banks were compared. Research also ran a Pearson Correlations Test to investigate the relationship between these indicators and to test the hypothesis. Data were gathered from Istanbul Stock Exchange - ISE (Borsa Istanbul), Public Disclosure Platform (KAP), Banks Association of Turkey – TBB (Türkiye Bankalar Birliği), Banking Regulation and Supervision Agency (BRSA), Fortune Turkey, Anadolu Agency and Hurriyet.
References
Akgün, A. İ. and Şamiloğlu, F. (2017), “Küresel Finansal Krizin Muhasebe ve Değer Esaslı İşletme Performanslarına Etkisi” (“The Effect of Global Financial Crisis on Accounting and Value-Based Business Performances”), Business and Economics Research Journal, No: 3, pp.453-471.
Anadolu Agency. (2017), “QNB Finansbank’ın 9 Aylık Net Dönem Karı 1 Milyar 233 Milyon Lira”, Anadolu Agency Website, http://aa.com.tr/tr/sirkethaberleri/finans/qnb-finansbankin-9-aylik-net-donem-kari-1-milyar-233-milyon-lira/639319
Andreou, A.N., Green, A. and Stankosky, M. (2007), “A framework of intangible valuation areas and antecedents”, Journal of Intellectual Capital, Vol. 8 No. 1, pp.52-75.
Banking Regulation and Supervision Agency (BRSA). (2017), “Istatistik”, Banking Regulation and Supervision Agency (BRSA) Website, https://www.bddk.org.tr/WebSitesi/turkce/Istatistiki_Veriler/Istatistiki_Veriler.aspx
Banks Association of Turkey - TBB (Türkiye Bankalar Birliği). (2017), “Istatistiki Raporlar”, Banks Association of Turkey – TBB (Türkiye Bankalar Birliği) Website, https://www.tbb.org.tr/tr/bankacilik/banka-ve-sektor-bilgileri/istatistiki-raporlar/59
Beaver, W.H. (1998), “Financial Reporting: An Accounting Revolution”, Prentice-Hall International, Upper Saddle River, NJ.
Bontis, N. (1998), “Intellectual capital: an exploratory study that develops measures and models”, Management Decision, Vol. 36 No. 2, pp.63-76.
Bontis, N. (2002), World Congress on Intellectual Capital Reading, Butterworth-Heinemann,
Boston, MA.
Borsa Istanbul. (2017), “Borsa Istanbul Veriler”, Borsa Istanbul Website, http://www.borsaistanbul.com/veriler
Brooking, A. (1997), “Intellectual Capital: Core Asset for the Third Millennium Enterprise”,
Thomson Business Press, London.
Cabrita, M.R.M.F, da Silva, M.D.L.R., Rodrigues, A.M.G., and Munoz Duenas, M.D.P. (2017), "Competitiveness and disclosure of intellectual capital: an empirical research in Portuguese banks", Journal of Intellectual Capital, Vol. 18 Issue: 3, pp.486-505, https://doi.org/10.1108/JIC-11-2016-0112.
Choong, K. K. (2008),"Intellectual capital: definitions, categorization and reporting models", Journal of Intellectual Capital, Vol. 9 Iss: 4 pp.609-638.
Curado, C., Guedes, M. J., Bontis, N. (2014), “The Financial Crisis of Banks (Before, During and After): An Intellectual Capital Perspective”, Knowledge and Process Management, Vol. 21, Issue: 2, pp.103-111.
Daum, J.H. (2002), “Intangible Assets and Value Creation”, Wiley, Chichester.
Davenport, T.H. and Prusak, L. (1997), “Working Knowledge: How Organizations Manage What They Know”, Harvard Business School Press, Boston, MA.
Diefenbach, T. (2006), “Intangible resources: a categorical system of knowledge and other
intangible assets”, Journal of Intellectual Capital, Vol. 7 No. 3, pp.406-420.
Dönmez, A. and Erol, İ. (2016), “Entelektüel Sermayenin Ölçülmesi: VAIC Yöntemi Yardımıyla BIST-Sürdürülebilirlik Endeksi İşletmeleri Üzerine Bir Uygulama”, Mali Çözüm Dergisi, pp.27-56.
Dumay, J. (2013), “The third stage of IC: towards a new IC future and beyond”, Journal of Intellectual Capital , Vol. 14, No. 1, pp.5-9.
Edvinsson, L. and Malone, M.S. (1997), “Intellectual Capital: Realizing your Company’s True Value by Finding its Hidden Brainpower”, Harper Business, New York, NY.
Feltham, G.A. and Ohlson, J.A. (1996), “Uncertainty resolution and the theory of depreciation
measurement”, Journal of Accounting Research, Vol. 34 No. 2, pp.209-234.
Fortune Turkey. (2017), “Borsadaki Bankaların 9 Aylık Karı Yüzde 27 Arttı”, Fortune Turkey Website, http://www.fortuneturkey.com/borsadaki-bankalarin-9-aylik-kari-yuzde-27-artti-49402
Garcia-Meca, E. (2006), “Bridging the gap between disclosure and use of intellectual capital information”, Journal of Intellectual Capital, Vol. 6 No. 3, pp.427-40.
Guthrie, J. and Petty, R. (2000), "Intellectual capital: Australian annual reporting practices", Journal of Intellectual Capital, Vol. 1 Issue: 3, pp.241-251, https://doi.org/10.1108/14691930010350800.
Guthrie, J., Ricceri, F. and Dumay, J. (2012), “Reflections and projections: a decade of intellectual capital accounting research”, The British Accounting Review, Vol. 44, No. 2, pp. 68-82.
Hall, R. (1992), “The strategic analysis of intangible resources”, Strategic Management Journal,Vol. 13 No. 2, pp.135-144.
Holthausen, R.W. and Watts, R.L. (2001), “The relevance of the value relevance literature for
financial accounting standard setting”, Journal of Accounting and Economics, Vol. 31, pp. 3-75.
Hurriyet. (2017), “2017 Yılı 9 Aylık Bilançolar”, Hurriyet Website, http://www.hurriyet.com.tr/2017-yili-9-aylik-bilancolar-40641412
Ikenna, E., Ursula, E. N. (2017), “Intellectual Capital and Corporate Performance in Nigeria Banks”, American Journal of Finance, Vol. 1, No: 5, pp.63-78.
Itami, H. (1991), “Mobilizing Invisible Assets”, Harvard University Press, Cambridge, MA.
Johansson, U., Martensson, M. and Skoong, M. (2001), “Measuring to understand intangible
performance drivers”, The European Accounting Review, Vol. 10 No. 3, pp.407-437.
Kalaycı, Ş. (2009), SPSS Uygulamalı Çok Değişkenli İstatistik Teknik¬leri” 4th Edition, Ankara: Asil Yayın Dağıtım.
Kaplan, R.S. and Norton, D.P. (1992), “The Balanced Scorecard. Measures that drive performance”, Harvard Business Review , Vol. 70 No. 1, pp.71-79.
Karacan, S and Ergin, E. (2011), “Bankaların Entelektüel Sermayesi ile Finansal Performansı Arasındaki İlişki”, (Intellectual Capital and Financial Performance in the Banking Sector), Business and Economics Research Journal, Vol. 2, No: 4, pp.73-88.
Kaufmann, L. and Schneider, Y. (2004), “Intangibles: a synthesis of current research”, Journal of Intellectual Capital, Vol. 5 No. 3, pp.366-388.
Kızıl, C. (2009), “Bankacılık Sektöründe Entelektüel Sermayenin Ölçülmesi, Değerlendirilmesi ve Muhasebeleştirilmesi”, Doktora Tezi, Kadir Has Üniversitesi Sosyal Bilimler Enstitüsü.
Kızıl, C. (2010), “Entelektüel Sermaye Analizleri”, Derin Yayınları (Derin Publishing), İstanbul.
Kızıl, C., Arslan, M. L., Şeker, Ş. E. (2014), "An Accounting Viewpoint for the Relationship Between Intellectual Capital and Web Trends of BIST 30 Firms in Turkey", Maliye Finans Yazıları Dergisi (Journal of Public Finance and Finance), Year: 28, Number: 101, April 2014, pp.53-81.
Kızıl, C., Arslan, M. L., Şeker, Ş. E. (2013), "Correlation Between Intellectual Capital and Web Trends of Top 30 Companies in Turkey", International Journal of Social Studies and Humanity Studies, Vol. 5 No: 2, ISSN: 1309-8063 (online), pp. 39-49, http://www.sosbilko.net/journal_IJSS/arhieves/IJSS_2013_2/cevdet_kizil.pdf
Kızıl, C, Erzin, N. O., Kara, E. Ç. (2013), "E-Ticaret Sektöründe Entelektüel Sermayenin Ölçülmesi, Raporlanması ve Muhasebeleştirilmesi: Amazon.com İşletmesi Üzerine Bir Araştırma", (Measurement, Reporting and Accounting of Intellectual Captial in the E-Commerce Industry: A Research on Amazon.com Inc.) Nişantaşı Üniversitesi Sosyal Bilimler Dergisi (Nişantaşı University Journal of Social Sciences), Volume: 1, No: 2, ISSN: 2147-5121, pp.137-158. http://dergipark.ulakbim.gov.tr/nisantasisbd/article/download/ 5000110081/5000102400.
Lev, B. (2001), “Intangibles: Management, Measurement, and Reporting”, The Brookings Institution, Washington, DC.
Marr, B. and Adams, C. (2004), “The balanced scorecard and intangible assets: similar ideas,
unaligned concepts”, Measuring Business Excellence, Vol. 8 No. 3, pp.18-27.
Marr, B. and Chatzkel, J. (2004), “Intellectual capital at the crossroads: managing, measuring, and reporting of IC”, Journal of Intellectual Capital, Vol. 5 No. 2, pp.224-229.
Marr, B., Gray, D. and Neely, A. (2003), “Why do firms measure their intellectual capital”, Journal of Intellectual Capital, Vol. 4 No. 4, pp.441-464.
Meritum. (2002), “MERITUM Guidelines for Managing and Reporting on Intangibles, Measuring Intangibles to Understand and Improve Innovation Management” – MERITUM, Madrid.
Monga, V. (2016), “Accounting’s 21st Century Challenge: How to Value Intangible Assets”, Wall Street Journal (WSJ), March 21, 2016.
Mouritsen, J., Bukh, P.N., Larsen, H.T. and Johansen, M.R. (2002), “Developing and managing knowledge through intellectual capital statements”, Journal of Intellectual Capital, Vol. 3, No. 1, pp.10-29.
Mouritsen, J., Larsen, H.T. and Bukh, P.N.D. (2001), “Intellectual capital and the ‘capable firm’: narrating, visualising and numbering for managing knowledge”, Accounting, Organization and Society, Vol. 26 Nos 6/7, pp.735-762.
Murthy, V. and Mouritsen, J. (2011), "The performance of intellectual capital: Mobilising relationships between intellectual and financial capital in a bank", Accounting, Auditing & Accountability Journal, Vol. 24 Issue: 5, pp.622-646, https://doi.org/10.1108/09513571111139120.
Nahapiet, J. and Ghoshal, S. (1998), “Social capital, intellectual capital, and the organizational advantage”, Academy of Management Review, Vol. 23 No. 2, pp.242-266.
Nawaz, T. (2017), “Human capital development in socio-economic malaise: evidence from the UK”, International Journal of Learning and Intellectual Capital, Vol. 14, No: 1, pp.24-46.
Nawaz, T., Haniffa, R. (2017), "Determinants of financial performance of Islamic banks: an intellectual capital perspective", Journal of Islamic Accounting and Business Research, Vol. 8 Issue: 2, pp.130-142, https://doi.org/10.1108/JIABR-06-2016-0071.
Ocean Tomo. (2017), “Intangible Asset Market Value Study”, Ocean Tomo Official Website - http://www.oceantomo.com/intangible-asset-market-value-study/
Ohlson, J.A. (1995), “Earnings, equity book values, and dividends in equity valuation”, Contemporary Accounting Research, Vol. 11 No. 2, pp.661-687.
Öztürk, M. B. and Demirgüneş, K. (2007), “Entelektüel Sermayenin Firma Değeri Üzerindeki Etkisinin Entelektüel Katma Değer Katsayısı Yöntemi İle Tespiti: Hisse Senetleri İMKB’de İşlem Gören Üretim Firmaları Üzerine Am¬pirik Bir Çalışma”, İMKB Dergisi, pp.59-80.
Pablos, P.O.D. (2003), “Knowledge management projects: state of the art in the Spanish manufacturing industry International”, Journal of Manufacturing Technology and Management, Vol. 14 No. 4, pp.297-310.
Petty R. and Guthrie, J. (2000), "Intellectual capital literature review: Measurement, reporting and management", Journal of Intellectual Capital, Vol. 1 Issue: 2, pp.155-176.
Public Disclosure Platform (KAP). (2017), “BIST Şirketleri”, Public Disclosure Platform (KAP) Website, https://www.kap.org.tr/tr/bist-sirketler
Pulic, A. (2004), “Intellectual Capital-Does It Create or Destroy Value?”, Measuring Business Excellence, Vol.8 No:1, pp.62-68.
Rastogi, P.N. (2003), “The nature and role of IC – rethinking the process of value creation and sustained enterprise growth”, Journal of Intellectual Capital, Vol. 4 No. 2, pp.227-248.
Saint-Onge, H. (1996), “"Tacit knowledge the key to the strategic alignment of intellectual capital", Planning Review, Vol. 24 Issue: 2, pp.10-16, https://doi.org/10.1108/eb054547.
Sarıay, M.A.İ. and Özulucan, A. (2017), “Entelektüel Sermayeyi İşletme Düzeyinde Ölçen Yöntemlerin Karşılaştırılması: BİST’te Bir Uygulama” (“Comparison Methods for Measuring Company Level Intellectual Capital: An Application in BIST”), Muhasebe ve Vergi Uygulamaları Dergisi (Journal of Accounting and Taxation Studies – JATS), 2017 / 3, pp.291-314.
Smith, G.V. (1994), “The New Role of Intellectual Property in Commercial Transactions”, Wiley, New York, NY.
Stewart, T.A. (1997), “Intellectual Capital”, Nicholas Brealey Publishing, London.
Stewart, T.A. (1998), “Intellectual Capital – The New Wealth of Organizations”, Nicolas Brealey Publishing, London.
Sullivan, P.H. (2000), “Value-Driven Intellectual Capital: How to Convert Intangible Corporate Assets into Market Value”, Wiley, New York, NY.
Sveiby, K.E. (1997), “The New Organizational Wealth: Managing and Measuring Knowledge-based Assets”, Barrett-Kohler, San Francisco, CA.
Thakur, V. S. (2017), “Intellectual Capital: Its Effect on Financial Performance of Indian Public and Private Sector Banks”, Research Reviews: Journal of Social Sciences, Vol. 3, Issue: 2, pp.100-106.
Wood, J. (2003), “Australia: an under performing knowledge nation?”, Journal of Intellectual
Capital, Vol. 4 No. 2, pp.144-164.
Yalaman, A. (2013), “The relationship between intellectual capital and banking performance in Turkey: evidence from panel data”, International Journal of Learning and Intellectual Capital, Vol. 10, Issue: 1, pp.71-87.
Yıldız, S. (2011), “Entelektüel Sermayenin İşletme Performansına Etkisi: Bankacılık Sektöründe Bir Araştırma”, (“The Effect of Intellectual Capital on Business Performance: A Research in Banking Sector”), Anadolu Üniversitesi Sosyal Bilimler Dergisi (Anadolu University Journal of Social Sciences, Vol. 11, No: 3, pp.11-28.
Yükser, B. (2017). "Dönüştürücü Liderliğin Rekabet Üstünlüğü ve Entelektüel Sermaye Performansı ile İlişkisi: Bankacılık Sektöründe Bir Uygulama", ("Competition Superiority of the Transformative Leadership and its Relation with Capital Performance: An Implemenation in the Banking Sector"), Adnan Menderes University Social Sciences Institute, Department of Economy and Finance, Master's Thesis, Aydın. http://adudspace.adu.edu.tr:8080/xmlui/handle/11607/3088.
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