THE COINTEGRATION RELATIONSHIP BETWEEN BITCOIN PRICES AND MAJOR WORLD STOCK INDICES: AN ANALYSIS WITH ARDL MODEL APPROACH

Purpose – Aiming to discover whether Bitcoin prices have an effect on investor decisions in stock market transactions sounds exciting. Therefore, among investment, money, payment system functionalities of the cryptocurrencies which are very popular on economic and financial agenda nowadays, only the investment function regarding to the market volume of Bitcoin (which is very popular) is taken into consideration in this study. Methodology - In the scope of the study, because similar analyses between cryptocurrencies and stock market indices do not exist in the literature, cointegration relation between them are examined. Thus, the cointegration between Bitcoin (since there are many cryptocurrencies and Bitcoin is very popular and has the highest proportion in all terms in general) and selected stock indices can be investigated by the ARDL boundary test method. Since the analysis method gives meaningful information in terms of different time periods, the price and index data of these variables have been analysed. Findings- Cointegration relationship between Bitcoin prices and leading US and Chinese stock market indices is observed. Within this context, it can be told that investors in these stock markets could be influenced by Bitcoin prices in their long-term investment decision process. Any relationship was not found with BIST100, FTSE100 and NIKKEI225 indices.Conclusion - Necessity to examine the relation among Bitcoin, cryptocurrencies and other investment instruments with payment systems, money, e-commerce figures and macroeconomic indicators in the light of the arguments and the results found in our analysis would add more value to the literature. In addition, other dimensions of this topic should be regulated and be analysed by new studies within the scope of other technological developments in the 4th Industrial Revolution. It is also decided to analyse relationship among related Istanbul Stock Exchange sub-indices, the Turkish Lira, gold, money supply and other cryptocurrencies in the following/future studies. 

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  • Atik, M., Köse, Y., Yılmaz, B., & Sağlam, F. (2015). Kripto Para: Bitcoin ve Döviz Kurları Üzerine Etkileri. Bartın Üniversitesi İİBF Dergisi, 6(11), ss.247-262, http://dergipark.gov.tr/download/article-file/40159, (Erişim Tarihi: 03.11.2017)
  • Baek, C., & Elbeck, M. (2014). Bitcoins as an Investment or Speculative Vehicle? A First Look. Applied Economics Letters, 22(1), pp.30-34, http://www.tandfonline.com/doi/full/10.1080/13504851.2014.916379?scroll=top&needAccess=true, (Erişim Tarihi: 03.11.2017)
  • Bankacılık Düzenleme ve Denetleme Kurumu, Resmî Gazete (27 Haziran 2013 Perşembe) Sayı: 28690. Ödeme Ve Menkul Kiymet Mutabakat Sistemleri, Ödeme Hizmetleri Ve Elektronik Para Kuruluşlari Hakkinda Kanun. Kanun No.6493, Kabul Tarihi: 20/6/2013, https://www.bddk.org.tr/WebSitesi/turkce/Mevzuat/Odeme_Hizmetleri_Kanunu/122586493_sayili_kanun_ptt_352017.pdf, (Erişim Tarihi: 05.11.2017)
  • Bloomberght.com, (2017). Japonya 11 Bitcoin Borsasına Faaliyet İzni Verdi. Bloomberght.com Haber Sitesi Web Sayfası, 29 Eylül 2017 Cuma, 14:59, Güncelleme: 29 Eylül 2017 Cuma, 15:00, http://www.bloomberght.com/haberler/haber/2053434-japonya-11-bitcoinborsasina-faaliyet-izni-verdi, (Erişim Tarihi: 09.11.2017)
  • Brown, R. L., Durbin, J., & Evans, J. M. (1975). Techniques for Testing the Constancy of Regression Relationships over Time. Journal of the Royal Statistical Society, pp.149-192, http://pds9.egloos.com/pds/200807/01/78/CUSUM_TEST.pdf, (Erişim Tarihi: 03.11.2017)
  • Borsanedir.tv (2017). BİST100 Endeksi nedir?. Borsa İstanbul A.Ş. Web Sitesi, http://www.borsanedir.tv/piyasalar/pay-piyasasi/paypiyasasi-endeksleri/bist-100-endeksi/, (Erişim Tarihi: 05.11.2017)
  • Bouoiyour, J., Selmi, R., & Tiwari, A. K. (2015). Is Bitcoin Business Income or Speculative Foolery? New Ideas through an Improved
  • Frequency Domain Analysis. Annals of Financial Economics, 10(01), pp.1-23, https://www.researchgate.net/profile/Refk_Selmi/publication/275408281_Is_Bitcoin_business_income_or_speculative_foolery_New_ideas_through_an_improved_frequency_domain_analysis/links/55 3ddc060cf2c415bb0f7c6a.pdf, (Erişim Tarihi: 03.11.2017)
  • Bovaird, C. (2017). Follow the Leader: Analyzing Cryptocurrency Price Correlations. coindesk.com Web Bilgi Sitesi, Mar 25, 2017 at 14:30 UTC, https://www.coindesk.com/follow-leader-analyzing-bitcoin-cryptocurrency-price-correlations/, (Erişim Tarihi: 09.11.2017)
  • Chester, J. (2017). A New Way To Raise Money: The Initial Coin Offering. Forbes.com Haber Web Sitesi, Jun 12, 2017 @ 07:32 AM, https://www.forbes.com/sites/jonathanchester/2017/06/12/a-new-way-to-raise-money-the-initial-coin-offering/#4e44a8375fb5, (Erişim Tarihi: 09.11.2017)
  • Cheung, A., Roca, E., & Su, J. J. (2015). Crypto-Currency Bubbles: An Application of the Phillips–Shi–Yu (2013) Methodology on Mt. Gox Bitcoin Prices. Applied Economics, 47(23), pp.2348-2358, https://espace.curtin.edu.au/bitstream/handle/20.500.11937/45230/ 227311_227311.pdf?sequence=2, (Erişim Tarihi: 03.11.2017)
  • Cmegroup.com, (2017). CME Group Announces Launch of Bitcoin Futures. Chicago Mercandile Exchange cmegroup.com Web Sitesi, News Release, Tue Oct 31 2017, http://www.cmegroup.com/media-room/press-releases/2017/10/31/cme_group_announceslaunchofbitcoin futures.html, (Erişim Tarihi: 09.11.2017)
  • Coinmarketcap.com, https://coinmarketcap.com/currencies/bitcoin/#markets (Erişim Tarihi: 07.11.2017)
  • Dirican, C. (2000). Internet’in ve Internet Bankacılığı’nın Finansal Hizmet Sektöründeki Yeri ve Etkileri. T.C. Marmara Üniversitesi, Bankacılık ve Sigortacılık Enstitüsü, Sermaye Piyasası ve Borsa Anabilim Dalı, Yüksek Lisans Bitirme Tezi, ss.123-135
  • Dirican, C. (2017). Sosyal Medyanın Davranışsal Finansta Rolü. Şalom Gazetesi Ekonomi Web Sayfası, 22 Mart 2017, http://www.salom.com.tr/newsdetails.asp?id=102498, (Erişim Tarihi: 09.11.2017)
  • Dyhrberg, A. H. (2015). Hedging Capabilities of Bitcoin. Is it the Virtual Gold?. Finance Research Letters, 16, pp.139-144. http://irserver.ucd.ie/bitstream/handle/10197/7169/WP15_21.pdf?sequence=1, (Erişim Tarihi: 03.11.2017)
  • Engle, R. F., & Granger, C. W. (1987). Co-Integration and Error Correction: Representation, Estimation, and Testing. Econometrica: Journal of the Econometric Society, pp.251-276, http://www.jstor.org/stable/1913236?seq=1#page_scan_tab_contents, (Erişim Tarihi: 03.11.2017)
  • Ergen, M. (2017). Geçmişten Günümüze ICO ve Bitcoin. fintechistanbul.org Web Bilgi Sitesi, Yazı Orijinal Yayın: ICT Medya Dergisi, Kasım 2017, http://fintechistanbul.org/2017/11/09/gecmisten-gunumuze-ico-ve-bitcoin/, (Erişim Tarihi: 09.11.2017)
  • Eswara, M. (2017). Cryptocurrency Gyration and Bitcoin Volatility. International Journal of Business and Administration Research Review, 3(18), pp.187-195, http://www.ijbarr.com/downloads/1908201732.pdf, (Erişim Tarihi: 03.11.2017)
  • Eviews.com (2017), http://www.eviews.com, (Erişim Tarihi: 05.11.2017)
  • Fintechistanbul.com, (2016). Akıllı Sözleşmeler Birliği Kuruldu. Fintechistanbul.org Web Sitesi, Blockchain Haber Sayfası, 29 Temmuz 2016, http://fintechistanbul.org/2016/07/29/akilli-sozlesmeler-birligi-kuruldu/, (Erişim Tarihi: 09.11.2017)
  • Gcmforex.com (2017). GMC Foreks Menkul Kıymetler A.Ş. Web Sitesi, Borsa Endeksleri Sayfası, https://www.gcmforex.com/yatirimaraclari/borsa-endeksleri/, (Erişim Tarihi: 05.11.2017)
  • Glaser, F., Zimmermann, K., Haferkorn, M., Weber, M. C., & Siering, M. (2014). Bitcoin-asset or Currency? Revealing Users’ Hidden Intentions. Twenty Second European Conference on Information Systems, Tel Aviv, pp.1-14, https://pdfs.semanticscholar.org/3c7d/998b88bf48c88cf693625d2852706e7cb8e4.pdf, (Erişim Tarihi: 03.11.2017)
  • Hileman, G. & Rauchs, M. (2017). Global Cryptocurrency Benchmarking Study. The Judge Business School at Cambridge University & VISA, p.25, https://www.jbs.cam.ac.uk/fileadmin/user_upload/research/centres/alternative-finance/downloads/2017-global-cryptocurrencybenchmarking-study.pdf, (Erişim Tarihi: 09.11.2017)
  • Investing.com, https://tr.investing.com/ Erişim Tarihi: 05.11.2017)
  • İskenderoğlu, L. (1988). Uluslararası Para Sisteminin Sorunları ve İyileştirme Çalışmaları. Türkiye Cumhuriyet Merkez Bankası, Araştırma Planlama Eğitim Genel Müdürlüğü, Tartışma Tebliği No.8807, Haziran 1988, ss.1-31, http://www.tcmb.gov.tr/wps/wcm/connect/6a545fe4c3f7-4362-bfeb-4b29417b9dc4/8807tur.pdf?MOD=AJPERES&CACHEID=6a545fe4-c3f7-4362-bfeb-4b29417b9dc4, (Erişim Tarihi: 05.11.2017)
  • Johansen, S. (1988). Statistical Analysis of Cointegration Vectors. Journal of Economic Dynamics and Control, 12(2-3), pp.231-254, https://tr.scribd.com/doc/76105072/Johansen-S-1988-Statistical-Analysis-of-Cointegration-Vectors, (Erişim Tarihi: 03.11.2017)
  • Johansen, S., & Juselius, K. (1990). Maximum Likelihood Estimation and Inference on Cointegration — With Applications to the Demand for Money. Oxford Bulletin of Economics and Statistics, 52(2), pp.169-210, http://digidownload.libero.it/rocco.mosconi/ JohansenJuselius1990.pdf, (Erişim Tarihi: 03.11.2017)
  • Kancs, D’A., Ciaian, P & Rajcaniova, M. (2014). The Economics of BitCoin Price Formation. pp.1-22, https://arxiv.org/ftp/arxiv/papers /1405/1405.4498.pdf, (Erişim Tarihi: 09.11.2017)
  • Kancs, D’A., Ciaian, P & Rajcaniova, M. (2015). The Digital Agenda of Virtual Currencies Can BitCoin Become a Global Currency?. European Commission Joint Research Centre Institute for Prospective Technological Studies, JRC Technical Report, pp.1-46 http://publications.jrc.ec.europa.eu/repository/bitstream/JRC97043/the%20digital%20agenda%20of%20virtual%20currencies_final.pdf, (Erişim Tarihi: 09.11.2017)
  • Koçoğlu, Ş., Çevik, Y. E., & Tanrıöven, C. (2016). Bitcoin Piyasalarının Etkinliği, Likiditesi ve Oynaklığı. İşletme Araştırmaları Dergisi, 8(2), ss.77-97, http://isarder.org/2016/vol.8_issue.2_article05_full_text.pdf, (Erişim Tarihi: 03.11.2017)
  • Kointurk.net, (2017). Türkiye Cumhuriyet Merkez Bankası’ndan Bitcoin Açıklaması. Kointurk.net Web Sitesi, Bitcoin Haberleri, https://koinbulteni.com Kaynak Haberi, http://www.kointurk.net/2017/11/02/turkiye-cumhuriyet-merkez-bankasindan-bitcoinaciklamasi/, (Erişim Tarihi: 09.11.2017)
  • Kristoufek, L. (2015). What Are the Main Drivers of the Bitcoin Price? Evidence from Wavelet Coherence Analysis. PloS ONE, 10(4), pp.1-15, http://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0123923&type=printable, (Erişim Tarihi: 03.11.2017)
  • Marian, O. (2016). Kripto Para Birimi Üstün Vergi Cenneti Mi?. İstanbul Üniversitesi Hukuk Fakültesi Mecmuası, 919, s.923, Çev./ Translated by: Sedef Pelin Gürlek Keleş, http://asosindex.com/cache/articles/kripto-para-birimi-ustun-vergi-cenneti-mi-f413344.pdf, (Erişim Tarihi: 05.11.2017)
  • Narayan, P. K., & Smyth, R. (2006). What Determines Migration Flows from Low‐Income to High‐Income Countries? An Empirical Investigation of Fiji–Us Migration 1972–2001. Contemporary Economic Policy, 24(2), pp.332-342, https://www.researchgate.net/profile/Russell_Smyth/publication/46539589_What_Determines_Migration_Flows_from_Low-
  • Income_to_High-Income_Countries_An_Empirical_Investigation_of_Fiji-US_Migration_1972- 2001/links/59d69546458515db19c4feaf/What-Determines-Migration-Flows-from-Low-Income-to-High-Income-Countries-An-EmpiricalInvestigation-of-Fiji-US-Migration-1972-2001.pdf, (Erişim Tarihi: 03.11.2017)
  • Oktay, E.D. (2017). Çin BT Bakanlığı Blockchain Araştırma Laboratuvarı Kuruyor. www.koinbulteni.com Web Sitesi Haber Sayfası, 21 Eylül 2017, https://koinbulteni.com/cin-bt-bakanligi-blockchain-arastirma-laboratuvari-kuruyor-2744.html, (Erişim Tarihi: 05.11.2017)
  • Ödeme ve Elektronik Para Derneği, (2017). Fintek Sözlüğü. ODED Web Sayfası, https://oded.com.tr/fintek-sozlugu/, (Erişim Tarihi: 05.11.2017)
  • Pesaran, M. H., & Pesaran, B. (1997). Working with Microfit 4.0: Interactive Econometric Analysis. Oxford University Press.
  • Pesaran, M. H., & Shin, Y. (1998). An Autoregressive Distributed-Lag Modelling Approach to Cointegration Analysis. Econometric Society Monographs, 31, pp.371-413, https://pdfs.semanticscholar.org/743d/c1e8cf7eea4a2ac9bc58907f2ce08a1f5d90.pdf, (Erişim Tarihi: 03.11.2017)
  • Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds Testing Approaches to the Analysis of Level Relationships. Journal of Applied Econometrics, JohnWiley & Sons, Ltd., 16(3), pp.289-326, https://ideas.repec.org/a/jae/japmet/v16y2001i3p289-326.html, (Erişim Tarihi: 03.11.2017)
  • PWC, (2016). Making Sense Of Bitcoin, Cryptocurrency, and Blockchain. Price Waterhousecoopers Consultancy US Web Sitesi, Financial
  • Services, Fintek Sayfaları, February 2016, https://www.pwc.com/us/en/financial-services/fintech/bitcoin-blockchain-cryptocurrency.html, (Erişim Tarihi: 09.11.2017)
  • Rmegold.com, (2017). Gold and Cryptocurrency Forming a New Relationship?. RME Gold Web Sitesi, http://www.rmegold.com/blog/goldcryptocurrency-new-relationship/, (Erişim Tarihi: 09.11.2017)
  • Shaimardanov, D. (2017). Goldman Sachs Plans to Add Bitcoin to its Stock Exchange. October 11, 2017 , https://freedman.club Web Sitesi, (Erişim Tarihi: 09.11.2017)
  • Teknolojivefinans.com, (2017). Bitcoin Nedir ve Nasıl Çalışır?. Teknoloji ve Finans Bilgi Web Sitesi, https://teknolojivefinans.com/bitcoinnedir-ve-nas%C4%B1l-%C3%A7al%C4%B1%C5%9F%C4%B1r-1-dc573eeac2ef, (Erişim Tarihi: 09.11.2017)
  • Tr.sputniknews.com (2014). Bitcoin Borsası Varlığına Son Verdi. Rusya’nın Sesi Radyosu Haber Web Sitesi, 26 Şubat 2014, 15:21 https://tr.sputniknews.com/turkish.ruvr.ru/2014_02_26/Bitcoin-borsasi/, (Erişim Tarihi: 05.11.2017)
  • Uzmancoin.com, (2017). IMF Başkanı: Dijital Para Birimlerini Yasaklamak Akıllıca Olmayabilir. Uzmancoin.com Web Sitesi, http://uzmancoin.com/imf-bitcoin/, (Erişim Tarihi: 09.11.2017)
  • Uzmancoin.com (2017). Çin’in Ardından Güney Kore De ICO’ları Yasakladı. Uzmancoin.com Web Sitesi, http://uzmancoin.com/guney-koreico/, (Erişim Tarihi: 09.11.2017)
  • Üzer, B. (2017). Sanal Para Birimleri. Uzmanlık Yeterlik Tezi, Türkiye Cumhuriyet Merkez Bankası Ödeme Sistemleri Genel Müdürlüğü,
  • Ankara, Eylül 2017, ss.9-16, http://www.tcmb.gov.tr/wps/wcm/connect/5e8fd9ad-f228-458d-95bf-740626e8dadc/ Sanal+Para+Birimleri .pdf?MOD=AJPERES&CACHEID=ROOTWORKSPACE-5e8fd9ad-f228-458d-95bf-740626e8dadc-lZ95q94, (Erişim Tarihi: 09.11.2017)
  • Visualcapitalist.com (2017), http://www.visualcapitalist.com/20-largest-stock-exchanges-world/, (Erişim tarihi: 07.11.2017)
  • Yalta, Y. (2011). Paranın Tanımı ve İşlevleri. Açıkders Notları, Acikders.org.tr Açık Kaynak Bilgi Sitesi, Ekim 2011, s.11, http://www.acikders.org.tr/mod/resource/view.php?id=1298 ve http://www.acikders.org.tr/course/view.php?id=70 , (Erişim Tarihi: 05.11.2017)
  • Yermack, D. (2013). Is Bitcoin a Real Currency? An Economic Appraisal. NBER Working Paper No. 19747, National Bureau of Economic Research, December 2013, Revised April 2014, pp.1-22, http://www.nber.org/papers/w19747.pdf, (Erişim Tarihi: 03.11.2017)
  • Zengin, B. & Güngördü, A. (2013). Elektronik Ödeme Sistemlerinin Olası Etkileri Üzerine Bir İnceleme. Gazi Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi, Cilt 15,