The Effect of the 2007 Financial Crisis on the Information Technologies Sector: Application of Malmquist Productivity Index Method
DOI:
https://doi.org/10.18533/ijbsr.v5i6.782Keywords:
Global financial crisis, efficiency, Malmquist productivity index.Abstract
The purpose of this paper is to investigate the effect of the 2007 financial crisis on the productivity of information technologies sector by applying Malmquist Productivity Index method. In the research, 20 enterprises operating in the information technologies sector in the list of Fortune 500 and their 6 years data are taken between the periods of 2005-2010. In the method, short and long term liabilities and shareholders’ equity are used as inputs while total income and net profit are used as outputs. As a result, it is observed that productivity of information technologies sector decreased, each year in compare to previous year, respectively in 2007, 2008 and 2009 while it increased in 2005 and 2010. It is additionally observed that in those years when the productivity decreased, component of technical change also decreased while component of efficiency change increased.
References
Ahn, Y. H. & Min, H. (2014). Evaluating the Multi-Period Operating Efficiency of International Airports Using Data Envelopment Analysis and the Malmquist Productivity Index. Journal of Air Transport Management, 39, 12-22. doi: 10.1016/j.jairtraman.2014.03.005
Ar, İ.M., Gergin, R.E. & Baki, B. (2014).İllerin Toplam Faktör Verimliliğinin Kamu Müzeleri Açısından Ölçülmesi: Malmquist-TFV Endeksi Uygulaması. Yönetim ve Ekonomi Araştırmaları Dergisi, Sayı: 23, 126-145. doi: 10.11611/JMER209
Banker, R. D., Charnes, A. & Cooper, W.W. (1984). Models for Estimating Technical and Scale Efficiencies in DEA. Management Science, 30 (9): 1078–1092. doi: 10.1287/mnsc.30.9.1078
Barros, C. P. (2005). Evaluating the Efficiency of a Small Hotel Chain with a Malmquist Productivity Index. International Journal of Tourism Research, 7 (3), 173-184. doi: 10.1002/jtr.529
Baysal, M. E., Alçılar, B., Çerçioğlu, H. & Toklu, B. (2005). Türkiye’deki Devlet Üniversitelerinin 2004 Yılı Performanslarının, Veri Zarflama Analizi Yöntemiyle Belirlenip Buna Göre 2005 Yılı Bütçe Tahsislerinin Yapılması. Sakarya Üniversitesi, Fen Bilimleri Enstitüsü Dergisi, 9 (1), 67-73. Retrieved from http://oaji.net/articles/2014/1084-1418040518.pdf
Benli, Y.K. (2012). Veri Zarflama Analizi (VZA) ve Malmquist Toplam Faktör Verimliliği (TFV): Konaklama İşletmelerinde Bir Uygulama. Ege Akademik Bakış, 12 (3), 369-382. Retrieved from http://www.onlinedergi.com/makaledosyalari/51/pdf2012_3_7.pdf
Bollou, F. & Ngwenyama, O. (2008). Are ICT Investments Paying Off in Africa? An Analysis of Total Factor Productivity in Six West African Countries from 1995 to 2002. Information Technology for Development, 14 (4), 294-307. doi: 10.1002/itdj.20089
Brennan, S., Haelermans, C. & Ruggiero, J. (2014). Nonparametric Estimation of Education Productivity Incorporating Nondiscretionary Inputs with an Application to Dutch Schools. European Journal of Operational Research, 234 (3), 809-818. doi: 10.1016/j.ejor.2013.10.030
Charnes, A. Cooper, W. W. & Rhodes. E. (1978). Measuring the Efficiency of Decision Making Units. European Journal of Operational Research, 2: 429-444.doi:10.1016/0377-2217(78)90138-8
Chen, Y. & Ali, A. I. (2004). DEA Malmquist Productivity Measure: New Insights with an Application to Computer Industry. European Journal of Operational Research, 159 (1), 239-249. doi:10.1016/S0377-2217(03)00406-5
Cingi, S. & Tarım, Ş.A. (2000). Türk Banka Sisteminde Performans Ölçümü: DEA-Malmquist TFP Endeksi Uygulaması. Türkiye Bankalar Birliği, Araştırma Tebliğleri Serisi, Sayı: 2000-01, 1-34. Retrieved from https://www.tbb.org.tr/Dosyalar/Arastirma_ ve_Raporlar/2TBB.doc
Çabuk, A.(1995). Türkiye’de 1969-1988 Dönemi İhracat ve İthalat Aylık Fiyat Endeks Trendlerinin Analizi. Çukurova Üniversitesi Sosyal Bilimler Dergisi, 3 (3), 97-113. Retrieved from http://dergipark.ulakbim.gov.tr/cusosbil/article/download/5000000848/ 5000001539
Çakır, S. & Perçin, S. (2012). Kamu Şeker Fabrikalarında Etkinlik Ölçümü: VZA-Malmquist TFV Uygulaması. Anadolu Üniversitesi Sosyal Bilimler Dergisi, 12 (4), 49-64. Retrieved from https://earsiv.anadolu.edu.tr/xmlui/bitstream/handle/11421/133/2012 -04-04%5b1%5d.pdf?sequence=1&is Allowed =y
De Castro Lobo, M. S. C., Ozcan, Y.A., Da Silva, A. C. M., Lins, M. P. E. & Fiszman, R. (2010). Financing Reform and Productivity Change in Brazilian Teaching Hospitals: Malmquist Approach. Central European Journal of Operations Research, 18 (2), 141-152. doi: 10.1007/s10100-009-0097-z
De Nicola, A., Gitto, S. & Mancuso, P. (2013). Airport Quality and Productivity Changes: A Malmquist Index Decomposition Assessment. Transportation Research Part E, 58, 67-75. doi:10.1016/j.tre.2013.07.001
Diskaya, F., Emir, S. & Orhan, N. (2011). Measuring the Technical Efficiency of Telecommunication Sector within Global Crisis: Comparison of G8 Countries and Turkey, Procedia Social and Behavioral Sciences, 24, 206-218. doi: 10.1016/j.sbspro. 2011.09.037
Fare, R., Grosskopf, S., Lindgren, B. & Ross, P. (1992). Productivity Changes in Swedish Pharmacies 1980-1989: A Non-Parametric Malmquist Approach. The Journal of Productivity Analysis, 3, 85-101. doi: 10.1007/BF00158770
Fare, R., Grosskopf, S., Norris, M. & Zhang, Z. (1994). Productivity Growth, Technical Progress, and Efficiency Change in Industrialized Countries. The American Economic Review, Vol. 84, No 1, 66-83. Retrieved from http://www.iadb.org/res/files/dev2010/ 1994_productivity.pdf
Farrell, M. J. (1957). The Measurement of Productive Efficiency. Journal of the Royal Statistical Society, 120, 253-290. Retrieved from http://www.aae.wisc.edu/aae741/Ref/ Farrell%201957.pdf.
Forughi, S. & De Zoysa, A. (2012). Australian Banks Performance During the Global Financial Crisis: an Analysis on the Efficiency and Productivity. Lambert Academic Publishing, Saarbrucken, Germany. Retrieved from http://ro.uow.edu.au/cgi/ viewcontent.cgi?article=1014&context=buspapers
İşçil, N. (1978). İstatistik Metotları ve Uygulamaları. Ankara İTİA Yayını, 8. Baskı, Ankara.
Johnson, A. L. & Ruggiero, J. (2014). Nonparametric Measurement of Productivity and Efficiency in Education. Annals of Operations Research, 221 (1), 197-210. doi 10.1007/s10479-011-0880-9
Kaya, P. & Aktan, H. (2011). Türk Tarım Sektörü Verimliliğinin Parametrik Olmayan Bir Yöntemle Analizi. Uluslararası Alanya İşletme Fakültesi Dergisi, 3 (1), 261-282. Retrieved from http://alanyadergi.akdeniz.edu.tr/_dinamik/164/156.pdf
Kutlu, H. A. & Demirci, N. S. (2011). Küresel Finansal Krizi (2007-?) Ortaya Çıkaran Nedenler, Krizin Etkileri, Krizden Kısmi Çıkış ve Mevcut Durum. Muhasebe ve Finansman Dergisi, Sayı: 52, 121-135. Retrieved from http://journal.mufad.org.tr/ attachments/article/633/7.pdf
Lorcu, F. (2010). Malmquist Toplam Faktör Verimlilik Endeksi: Türk Otomotiv Sanayi Uygulaması. İstanbul Üniversitesi İşletme Fakültesi Dergisi, 39 (2), 276-289. Retrieved from http://journals.istanbul.edu.tr/iuisletme/article/viewFile/1023013884/1023013098
Madhanagopal, R. & Chandrasekaran, R. (2014). Global Economic Crisis and Productivity Changes of Banks in India: A DEA-MPI Analysis. International Journal of Data Envelopment Analysis and Operations Research, 1 (3), 40-48. doi: 10.12691/ijdeaor-1-3-1
Malmquist, S. (1953). Index Numbers and Indifference Curves. Trabajos de Estatistica, 4, .209-242.
Ngo, D. T. & Nguyen, L. T. P. (2012). Total Factor Productivity of Thai Banks in 2007-2010 An Application of DEA and Malmquist Index. Journal of Applied Finance and Banking, 2 (5), 27-42. Retrieved from http://www.scienpress.com/Upload/JAFB/ Vol%202_5_2.pdf
Paradi, J.C. & Schaffnit, C. (2004). Commercial Branch Performance Evaluation and Results Communication in a Canadian Bank – a DEA Application. European Journal of Operational Research, 156: 719-735. doi: 10.1016/S0377-2217(03)00108-5
Parelman, S.& Serebrisky, T. (2010). Measuring the Technical Efficiency of Airports in Latin America. Policy Research Working Paper, 5339, 1-7. doi: 10.1596/1813-9450-5339
Park, J. J. & Baek J (2014). Impacts of Financial Crisis on Regional Efficiency of Banking Industry. International Review of Business Research Papers, 10 (1), 81-93. Retrieved from http://www.irbrp.com/static/documents/March/2014/7.%20Joon.pdf
Popovici, M. C. M. (2014). Impact of Financial Crisis on Banking Efficiency: Evidence from Romania. Practical Application of Science, 1 (3), 451-456. Retrieved from http://www.sea.bxb.ro/Article/SEA_3_55. pdf
Roh, C. Y., Jae Moon, M. & Park, C. (2011). Measuring Economic Performance of Colorado Community Hospitals Using the Malmquist Productivity Change Index. International Review of Public Administration, 16 (1), 91-111. doi: 10.1080/12264431.2011.10805187
Shao, B. B. M. & Shu, W. S. (2004). Productivity Breakdown of the Information and Computing Technology Industries Across Countries. Journal of the Operational Society, 55 (1), 23-33. doi: 10.1057/palgrave.jors.2601656
Tarim, A. (2001). Veri Zarflama Analizi: Matematiksel Programlama Tabanlı Göreli Etkinlik Ölçüm Yaklaşımı. T.C. Sayıştay Başkanlığı Yayınları, No. 15. Ankara.
Tosun, Ö. & Aktan, H.E. (2010). SSK Hastanelerinin Sağlık Bakanlığı’na Devrinin Hastane Verimlilikleri Üzerinde Etkileri. TİSK Akademi, 5(10), 112-129.
Ulucan A. & Karacabey, A. A. (2002). İMKB Hisse Senedi Piyasasının Teknik Etkinliğinin AB Aday ve Üye Ülkelerle Karşılaştırmalı Analizi. Ankara Avrupa Çalışmaları Dergisi, 2 (3), s.101-111. Retrieved from http://dergiler.ankara.edu.tr/dergiler/ 16/8/407.pdf
Yaisawarng, A. & Ng. Y. C. (2014). The Impact of Higher Education Reform on Research Performance of Chinese Universities. Chine Economic Review, 31, 94-105. doi:10.1016/j.chieco.2014.08.006
Yased, International Investors Association (2012). 2023 Hedefleri yolunda Bilgi ve İletişim Teknolojileri Retrieved from http://www.yased.org.tr/webportal/Turkish/Yayinlar/Documents/yased_2023_ hedefleri_yolunda_bit.pdf
Yolsal, H. (2010). Küresel Finansal Krizin Türk Bankacılık Sektörünün Verimliliği Üzerine Etkileri. World of Accounting Science, 12 (1), 73-114. Retrieved from http://iibfdergi.ogu.edu.tr/makaleler/11365629_6_6-2_Makale_0.pdf
Zhang, J., Qu, B., Xu, Z. & Wang, P. (2012). Market Development and Bank Profit Efficiency in China: Application of the Generalized Malmquist Productivity Index. Asia-Pacific Journal of Accounting & Economics, 19 (2), 181-197. doi: 10.1080/16081625.2012.667380
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