Research Article


DOI :10.26650/ISTJECON2019-0008   IUP :10.26650/ISTJECON2019-0008    Full Text (PDF)

The Evaluation of Financial and Commercial Relations In 17th Century Istanbul with Social Network Analysis (SNA)

Halime Alkan

Statistical and econometric methods are increasingly used worldwide in the field of economic history. In this study, in accordance with this general trend, the financial (credit) and commercial transactions carried out in Istanbul in the 17th century are examined using social network analysis (SNA) within the framework of a belief-based classification. . Our research sought to determine who the key players were in the economic relations of the period. In this context, the kadi registers of Istanbul Central and Galata courts, which were located in the two busiest commercial districts of the Ottoman capital Istanbul between 1602-1697 were used. The Ottoman kadi registers were evaluated in terms of social and economic aspects and the dynamics of social relations were put forward. In addition, the SNA applications used in different studies in the field of Ottoman history and economics in the literature were given a new example in the context of Ottoman economic history. In this context, firstly, the transactions carried out in the context of financial and commercial relations in the Ottoman Empire in the 17th century were mentioned, then information was given about social network analysis, and, finally, the literature on its applications in various fields was mentioned. Then, the empirical part of the study was carried out to reveal the prominent names in terms of the intensity of economic relations and capital accumulation. According to the results obtained in the evaluation for the periods 1602-1619 and 1661- 1697, in the first period, while the weight of Muslim elements was seen in terms of persons, statesmen and foundations in financial relations, Christian elements came into prominence in commercial transactions. In the second period, Christians were more active in commercial and financial relations.

JEL Classification : N01 , N25 , N85 , C88
DOI :10.26650/ISTJECON2019-0008   IUP :10.26650/ISTJECON2019-0008    Full Text (PDF)

17. Yüzyıl İstanbul’unda Finansal ve Ticari İlişkilerin Sosyal Ağ Analizi (SNA) ile Değerlendirilmesi

Halime Alkan

Dünyada iktisat tarihi alanında istatistiksel ve ekonometrik yöntemler giderek daha yaygın olarak kullanılmaktadır. Bu genel eğilime uygun olarak bu çalışmada 17. yüzyılda İstanbul’da yürütülen finansal (kredi) ve ticari işlemlerin kimler tarafından daha yaygın olarak gerçekleştirildiği inanca bağlı bir sınıflandırma çerçevesinde sosyal ağ analizi (SNA) yöntemi kullanılarak incelenmiştir. Bu sayede iktisadi ilişkilerde merkezi konumda bulunan kişilerin kimler olduğu tespit edilmiştir. Bunun için 1602-1697 yılları arasında Osmanlı başkenti İstanbul’un en işlek iki ticari semtindeki İstanbul Merkez ve Galata mahkemelerine ait kadı sicillerinden yararlanılmıştır. Böylece bir taraftan Osmanlı kadı sicilleri toplumsal ve iktisadi açıdan değerlendirilerek toplumsal ilişkilerin dinamikleri ortaya koyulmuş, diğer taraftan literatürde Osmanlı tarihi ve iktisat alanına ilişkin farklı çalışmalarda kullanılan SNA uygulamalarına Osmanlı iktisat tarihi bağlamında yeni bir örnek kazandırılmıştır. Çalışmada öncelikle 17. yüzyılda Osmanlı’da finansal ve ticari ilişkiler bağlamında yapılan işlemlerden bahsedilmiş, ardından sosyal ağ analizi hakkında bilgi verilerek çeşitli alanlardaki uygulamalarına dair literatüre değinilmiştir. Daha sonra çalışmanın ampirik kısmına geçilmiş, iktisadi ilişkilerin yoğunluğu açısından öne çıkan isimler ortaya koyulmuştur. Verilere bağlı olarak 1602-1619 ve 1661- 1697 dönemleri için yapılan değerlendirmede ulaşılan sonuçlara göre; ilk dönemde finansal ilişkilerde gerek kişiler, gerek devlet adamları gerekse de vakıflar açısından Müslüman unsurların ağırlığı görülmekte, ticari işlemlerde ise Hıristiyan unsurlar ön plana çıkmaktadır. İkinci dönemde ise Hıristiyanların daha yoğun finansal ve ticari ilişkilerde bulunduğu söylenebilir.

JEL Classification : N01 , N25 , N85 , C88

EXTENDED ABSTRACT


In the 17th century, thanks to the advanced financial instruments and institutions established under Islamic law in the Ottoman Empire, intensive credit networks developed (Pamuk, 1999, s. 84-85). Instead of the prohibition on interest in Islam (Kuran, 2012, s. 184), the probability of invalidating interest-based contracts by the kadi resulted in high interest rates (Kuran, 2012, s. 192). On the other hand, a number of methods, tools and commercial arrangements were developed in the Islamic world to carry out the function of interest rate loans. These are like business partners such as mudaraba, credit arrangements, debt transfers and credit letters (Pamuk, 1999, s. 90-91).

“Mudaraba” means the company was established with the labor-capital partnership (Devellioglu, 2013, s. 770). In the mudaraba agreement, a partnership is established on the money or property of the investor and the merchant’s labor. The profit obtained as a result of mudaraba is divided between the parties at predetermined rates. In case of loss, the merchant has no obligation (Çizakça, 1999, s. 4). Although the trader has unlimited responsibility, he also takes the investment risk (Kurt, 1994, s. 172; Kuran, 2012, s. 73).

Another institution that should be taken into account in this context is the cash waqfs. The cash waqfs are established by donating money for a charitable purpose (a certain amount of cash) by a person who has a good financial status. This money is lent to the person demanding the debt. However, the debtor should show some real estate (usually home) mortgage in return for the credit received. In this case, the property of the debtor’s house is temporarily transferred to the cash waqf and the ownership is returned to the property when the debtor pays his debt. The borrower can continue living at his/her home by paying a certain rent to the waqf. This rent, which constitutes the profit of the waqf, usually has a rate ranging between 9-12% (Kurt, 1994, s. 186; Çizakça, 2006, s. 24-25). This method is called “istiglâl”.

In the study, firstly the relations arising in the financial and commercial markets in the 17th century are presented visually using the kadi registers of the Istanbul Central and Galata courts between 1602-1617 and 1661-1697 with Gephi 0.9.1. Then the statistical calculations are calculated. The most commonly used measure “degree-centrality” is calculated taking into account the constraint of reaching sufficient data for historical studies. Thus, in addition to identifying the central actors in the network, the results also responded to many questions such as the sectors that are at the forefront of the economy, the people who had capital accumulation, between the beginning and the end of the century. In this way, this study has contributed to the literature of economic history which contains empirical analysis.

The social network is a real-world social network of people (or other social actors) and their connections. It consists of a number of points or “nodes” representing social actors and lines or “edges” that represent the existence of a particular relationship between actors (Carrington, 2014, s. 36). In this context, the units used as actors in this study are Muslims, Christians, Jews and waqfs established by Muslims. The lines identified in the study are divided into two as financial and commercial transactions in general. These are also divided into subclasses within themselves. For example, financial transactions contain debt, inheritance, istiqlal etc. Commercial transactions are divided into sub-items such as sales / rents partnership, partnership (ship), partnership (mudaraba) etc. Although there are many sub-items other than these, the most prominent ones have been mentioned in the study. 

The results obtained from the study are as follows: In the first period (1602- 1619), the prominent names (women, waqfs and government officials) are Muslims factors. This result emphasizes the Muslim weight in terms of dominating the financial market and having capital. In the commercial sector, which reflects the private sector more and achieves far greater degrees of centrality, trade with ships and Christians are in the forefront. In the other period (1661-1697), values of a higher degree of centrality are reached in the financial sector, unlike the previous period. In addition, it is observed that Armenians were in commercial relation with the debtors. In terms of sectoral, sheep trade and butchery are more intensive business areas and it is seen that Christians have more share in these sectors. In this case, it is possible to say that trade relations are transactions made to provide financiers and thus the financial and commercial sectors feed each other.


PDF View

References

  • Alexander, M. C., & Danowski, J. A. (1990). Analysis of an ancient network: personal communication and the study of social structure in a past society. Social Networks, 12, 313–335. https://doi. org/10.1016/0378-8733(90)90013-Y google scholar
  • Alkan Günay, N. (2012). “Bir sosyal ağ analizi çalışması: 18. yüzyıl sonlarında Bursa âyanı”. Akademik Bakış, 5(10), 39–49. google scholar
  • Atabey, A. (2012), Signs of status and socıal hierarchy in Ottoman legal culture (16th-18th centuries). (Yüksek Lisans Tezi). Sabancı Üniversitesi Sosyal Bilimler Enstitüsü, İstanbul. google scholar
  • Barkey, K. (1991). The use of court records in the reconstruction of village networks: a comparative perspective. Intemational Joumal of Comparative Sociology, 32 (1-2), 195–216. https://doi. org/10.1163/002071591X00104 google scholar
  • Barkey, K., & Rossem, R. V. (1997). Networks of contention: villages and regional structure in the seventeenth- century Ottoman Empire. The American Journal of Sociology, 102(5), 1345–1382. https://doi.org/10.1086/231086 google scholar
  • Barkey, K. (2013). Farklılıklar imparatorluğu Osmanlılar: Bir karşılaştırmalı tarih perspektifi. (Ebru Kılıç, Çev.). İstanbul: Versus Kitap. google scholar
  • Baerman, P. S. (1993). Relations into rhetorics: local elite social structure in Norfolk England, 1540-1840 (The Rose Series Of The American Sociological Association). New Jersey: Rutgers University Press. google scholar
  • Borgatti, S. P., Mehra, A., Brass, J. D., & Labianca, G. (2009). Network analysis in the social sciences. Science, 323, 892–895. 10.1126/science.1165821 google scholar
  • Borgatti, S. P., Everett, M. G., & Johnson, J. C. (2013). Analyzing social networks. London: Sage Publication. google scholar
  • Boyar, E. ve Fleet, K. (2014). Osmanlı İstanbul’unun toplumsal tarihi. (Serpil Çağlayan, Çev.). İstanbul: Türkiye İş Bankası Yayınları. google scholar
  • Breiger, R. L. (2003). Emergent themes in social network analysis: results, challenges, opportunities. R. Breiger, K.M. Carley ve P.E. Pattison (Eds.), in Dynamic social network modeling and analysis: workshop summary and paper (pp. 32-48). Washington, DC.: The National Academies Press. google scholar
  • Butts, C. S. (2008). Social network analysis with SNA. Journal of Statistical Software, 24(6), 1–51. Erişim adresi: https://www.jstatsoft.org/ google scholar
  • Caracausi, A., & Jeggle, C. (Ed.) (2014). Commercial networks and european cities, 1400–1800. Londra: Pickerıng & Chatto. google scholar
  • Carley, K. M. (2003). Linking Capabilities to Needs. R. Breiger, K. Carley ve P. Pattison (Eds), in Dynamic social network modeling and analysis: workshop summary and papers. (pp. 37-383). Washington, DC.: The Natıonal Academies Press. google scholar
  • Carrington, P. J. (2014). Social Network Research, S. Dominguez ve B. Hollstein (Eds.), in Mixed methods social networks research: design and applications (pp. 35-63). Cambridge: Cambridge University Press. google scholar
  • Cetorelli, N., & Peristiani, S. (2009). Prestigious stock exchanges: a network analysis of international financial centers. Federal Reserve Bank Of New York Staff Reports No: 384. Erişim adresi: https:// www.newyorkfed.org/research/staff_reports/sr384.html google scholar
  • Clubb, J. M. (1974). Quantification and the “new” history: a review essay. The American Archivist 37(1), 15–25. Erişim adresi: https://www.jstor.org/stable/40291564 google scholar
  • Crafts, N. F. R. (1987). Cliometrics, 1971-1986: A survey. Journal of Applied Econometrics, 2, 171– 192. https://doi.org/10.1002/jae.3950020303 google scholar
  • Çiftçi, C. (2006). Osmanlı’da mahalle avârız vakıfları: Bursa örneği (1749-1784). Akademik Araştırmalar Dergisi, 29, 51–69. google scholar
  • Çizakça, M. (1998). Awqaf in hıstory and ıts ımplications for modern Islamic economies. Islamic Economic Studies, 6(1), 43–70. Erişim adresi: http://www.irti.org/English/Research/Documents/IES/124.pdf google scholar
  • Çizakça, M. (1999). İslam dünyasında ve batı’da iş ortaklıkları tarihi. (Şehnaz Layıkel, Çev.). İstanbul: Tarih Vakfı Yurt Yayınları. google scholar
  • Çizakça, M. (2004). Ottoman cash waqfs revisited: the case of Bursa 1555-1823. Foundation for Science Technology and Civilisation. Ed. Lamaan Ball. Manchester: FSTC Limited. 1-20. Erişim adresi: http://www.muslimheritage.com/uploads/cashwaqfs.pdf google scholar
  • Çizakça, M. (2006). Osmanlı dönemi vakıflarının tarihsel ve ekonomik boyutları. R. Zincir ve F. Bikmen (Ed), Türkiye’de Hayırseverlik: Vatandaşlar, Vakıflar ve Sosyal Adalet kitabı içinde (s. 21-32). İstanbul: Tüsev Yayınları. google scholar
  • Çizakça, M. (2014). Risk sharing and risk shifting: an historical perspective. Borsa İstanbul Review 14(4), 191–195. https://doi.org/10.1016/j.bir.2014.06.001 google scholar
  • Denny, M. (2014). Social network analysis. Institute For Social Science Research. Erişim adresi: http:// www.mjdenny.com/workshops/SN_Theory_I.pdf. Devellioğlu, F. (2013). Osmanlıca Türkçe ansiklopedik lûgat. Ankara: Aydın Kitabevi Yayınları. google scholar
  • Döndüren, H. (1990). İslam’da para vakfı. Altınoluk Dergisi, 53, 17. Erişim adresi: https://dergi. altinoluk.com/ google scholar
  • Dörtok Abacı, Z. (2013). Bilgi çağında tarihçi olmak’: sosyal ağ analizi yaklaşımı ve Osmanlı tarihi çalışmaları. Türk Tarih Eğitimi Dergisi, 2(2), 32–57. google scholar
  • Edwards, G. (2010). Mixed-Method approaches to social network analysis. ESRC National Centre for Research Methods Review Paper. Manchester: NCRM. Emirbayer, M. (1997). Manifesto for a relational sociology. The American Journal of Sociology, 103(2), 281–317. 10.1086/231209 google scholar
  • Faroqhi, S. (1999). Osmanlı tarihi nasıl incelenir?. (Zeynep Altok, Çev.). İstanbul: Tarih Vakfı Yurt Yayınları. Faroqhi, S. (2004). Krizler ve değişim 1590-1699. google scholar
  • İnalcık H. ve D. Quataert (Ed.), Osmanlı İmparatorluğu’nun Ekonomik ve Sosyal Tarihi Cilt 2 1600-1914 içinde (s. 545-757). İstanbul: Eren Yayıncılık. google scholar
  • Fogel, R. W. (1966). The New economic history. The Economic History Review, 19(3), 642–656. 10.2307/2593168 google scholar
  • Freeman, L. C. (1979). Centrality in social networks conceptual clarification. Social Network, 1(3): 215–239. 10.1016/0378-8733(78)90021-7 google scholar
  • Freeman, L. C. (1996), Some antecedents of social network analysis. Connections, 19(1), 39–42. Erişim adresi: http://moreno.ss.uci.edu/73.pdf google scholar
  • Freeman, L. C. (2004). The development of social network analysis: a study in the sociology of science. Vancouver: Empirical Press. google scholar
  • Freeman, L. C. (2014). The development of social network analysis-with an emphasis on recent events. J. Scott ve P. J. Carrington (Eds.), in The Sage Handbook of Social Network Analysis (pp. 26-40). Los Angeles: Sage Publications. google scholar
  • Friemel, T. N. (2007). Applications of social network analysis (Introduction). T. N. Friemel (Ed.), Applications of Social Network Analysis. Proceedings of the 3rd Conference on Applications of Social Network Analysis 2006 (pp. 13-17). Konstanz: UVK. google scholar
  • Galaskiewich, J. (1985). Social organization of an urban grants economy a study of business philanthropy and nonprofit organizations. Orlando: Academic Press. google scholar
  • Gedikli, F. (2018). Osmanlı şirket kültürü XVI. Ve XVII. mudarebe uygulaması. İstanbul: İz Yayıncılık. google scholar
  • Goldin, C. (1995). Cliometrics and the nobel. The Journal of Economic Perspectives, 9(2), 191–208. Erişim adresi: http://www.jstor.org/stable/2138173 . google scholar
  • Granovetter, M. (1985). Economic action and social structure: the problem of embeddedness. American Journal of Sociology, 91(3), 481–510. Erişim adresi: https://www.jstor.org/stable/2780199 google scholar
  • Greif, A. (2006). Institutions and the path to the modern economy: lessons from medieval trade. Cambridge: Cambridge University Press. google scholar
  • Gündüz-Öğüdücü, S., & Etaner-Uyar, A. Ş. (Ed.) (2014). Social Network: Analysis and Case Studies. Viyana: Springer. google scholar
  • Gürsakal, N. (2009). Sosyal ağ analizi, Bursa: Dora Yayıncılık. google scholar
  • Handcock, M. S. (2003). Statistical models for social networks: ınference and degeneracy. R. Breiger ve K. M. Carley (Eds.), in Dynamic Social Network Modeling and Analysis: Workshop Summary and Papers (pp. 242-253). Washington, DC.: The National Academies Press. google scholar
  • Hanneman, R. A. (2008). Introduction to social network methods. Erişim adresi: http://faculty.ucr. edu/~hanneman/nettext/ıntroduction_to_social_network_methods.pdf. google scholar
  • Harris Cline, D. (2012). Six degrees of alexander: social network analysis as a tool for ancient history. AHB 26: 59-86. Erişim adresi: http://www.ancienthistorybulletin.org/ google scholar
  • Holland, P. W., & Leinhardt, S. (Ed.) (1979). Perspectives on social network research, New York: Academic Press. google scholar
  • Irwin Williams, C. (1977). A network model for the analysis of prehistoric trade. Exchange Systems in Prehistory. Ed. google scholar
  • Timothy K. Earle ve Jonathon E. Ericson. New York: Academic Press. 141–151. https://doi.org/10.1016/B978-0-12-227650-7.50014-6 google scholar
  • İnalcık, H. (2015). Devlet-i Aliyye Osmanlı İmparatorluğu üzerine araştırmalar–ı, klasik dönem (13021606): Siyasal, Kurumsal Ve Ekonomik Gelişim, Halil İnalcık Seçme Eserleri-II. İstanbul: Türkiye İş Bankası Kültür Yayınları. google scholar
  • Jennings, R. C. (1973). Loans and credit in early 17th century ottoman judicial records the sharia court of Anatolian Kayseri. Journal of the Economic and Social History of the Orient, 16(2/3): 168– 216. https://doi.org/10.1163/156852073X00120 google scholar
  • Kadushin, C. (2011). Understanding social networks theories, concepts, and findings. New York: Oxford University Press. google scholar
  • Kim, H. H., & College, W. (2014). Bringing 19th century documents into the 21st century via social network analysis. The Journal for the Sociological Integration of Religion and Society, 4(2): 16–34. Erişim adresi: http://eds.b.ebscohost.com/eds/pdfviewer/pdfviewer?vid=0&sid=056391063e83-4aad-949e-696523ef466b%40sessionmgr120. google scholar
  • Knoke, D. (2012, July). “It takes a network”: the rise and fall of social network analysis in U.S. Army counterinsurgency doctrine, 5th Annual Political Networks Conference and Workshops Colorado, Boulder. Erişim adresi: https://ecpr.eu/Events/PaperDetails.aspx?PaperID=2396&EventID=5. google scholar
  • Kosorukoff, A. (2011). Social network analysis theory and applications. Ed. David L. https://www. politaktiv.org/documents/10157/29141/SocNet_TheoryApp.pdf google scholar
  • Koyunoğlu, H. H. (2002), Sosyal politika açısından vakıflar-XVII. yüzyıl İstanbul örneği. (Doktora Tezi). İstanbul Üniversitesi Sosyal Bilimler Enstitüsü, İstanbul. google scholar
  • Kuran, T. (2004). The economic ascent of the middle east’s religious minorities. The Journal of Legal Studies, 33(2), 475–515. 10.1086/422707 google scholar
  • Kuran, T. (2010a). 17. yüzyıl istanbul’unda sosyo-ekonomik yaşam, cilt 1 esnaf ve loncalar- Hıristiyan Ve Yahudi cemaat işleri- yabancılar. İstanbul: Türkiye İş Bankası Kültür Yayınları. google scholar
  • Kuran, T. (2010b). 17. yüzyıl istanbul’unda sosyo-ekonomik yaşam, cilt 2 ticari ortaklıklar. İstanbul: Türkiye İş Bankası Kültür Yayınları. google scholar
  • Kuran, T. (2010c). 17. yüzyıl istanbul’unda sosyo-ekonomik yaşam, cilt 9 kredi piyasaları ve faiz uygulamaları (1602-1661). İstanbul: Türkiye İş Bankası Kültür Yayınları. google scholar
  • Kuran, T. (2010d). 17. yüzyıl istanbul’unda sosyo-ekonomik yaşam, cilt 10 kredi piyasaları ve faiz uygulamaları (1661-1697). İstanbul: Türkiye İş Bankası Kültür Yayınları. google scholar
  • Kuran, T. (2010e). 17. yüzyıl istanbul’unda sosyo-ekonomik yaşam, cilt 5 vakıflar (1602-1617). İstanbul: Türkiye İş Bankası Kültür Yayınları. google scholar
  • Kuran, T. (2011). Structural ineffciencies of Islamic courts: Ottoman justice and its implications for modern economic life. S. J. Lustig (Ed.), in Essays in Institutional Economics (pp. 6-50). United States: UMI Dissertation Publishing. google scholar
  • Kuran, T. (2012). Yollar ayrılırken Ortadoğu’nun geri kalma sürecinde İslam hukuku’nun rolü. İstanbul: Yapı Kredi Yayınları. google scholar
  • Kurt, İ. (1994). Nazarî ve tatbikî olarak para vakıfları. (Doktora Tezi). İstanbul Üniversitesi Sosyal Bilimler Enstitüsü, İstanbul. google scholar
  • Kütükoğlu, M. (2006). Narh. Türkiye Diyanet Vakfı İslâm Ansiklopedisi. C. 32. İstanbul: Türkiye Diyanet Vakfı Yayınları. 390-391. google scholar
  • Lernercier, C. (2015). Formal network methods in history: why and how?. Social Networks, Political Institutions and Rural Societies, Brepols. 281-310. Erişim adresi: https://halshs.archives-ouvertes.fr/ halshs-00521527v2/document. google scholar
  • Liss, P. K. (1982). Atlantic Empires: The network of trade and revolution, 1713-1826. Maryland: Johns Hopkins University Press. google scholar
  • Malkin, I., Constantakopoulou, C., & Panagopoulou, K. (Ed.) (2009). Greek and Roman networks in the Mediterranean. Londra: Routledge. google scholar
  • Malkin, I. (2011). A small Greek world: Networks in the Ancient Mediterranean. Oxford: Oxford University Press. google scholar
  • Mantran, R. (1986). 17. yüzyılın ikinci yarısında istanbul: kurumsal, iktisadi, toplumsal tarih denemesi, Ankara: V Yayınları. google scholar
  • Marin, A., & Wellman, B. (2011). Social network analysis: an ıntroduction. J. Scott ve P. J. Carrington (Eds.) in Social Network Analysis: An Introduction (pp. 11-26). Los Angeles: Sage Publications. google scholar
  • Marsden, P. V. (2005). Recent developments in network measurement. P. J. Carrington, J. Scott ve S. Wasserman (Eds.), in Models and Methods in Social Network Analysis (pp. 8-30). Cambridge: Cambridge University Press. google scholar
  • Martino, F., & Spoto, A. (2006), Social network analysis: a brief theoretical review and further perspectives in the study of information technology”, Psychnology, 4(1), 53–86. Erişim adresi: https://www.researchgate.net/publication/220168913_Social_Network_Analysis_A_brief_ theoretical_review_and_further_perspectives_in_the_study_of_Information_Technology. google scholar
  • Mincer, M., & Niewiadomska, S. E. (2012). Application of social network analysis to the investigation of interpersonal connections. Journal of Telecommunications and Information Technology, 2, 83–91. Erişim adresi: https://www.researchgate.net/publication/265964818_Application_of_Social_ Network_Analysis_to_the_Investigation_of_Interpersonal_Connections. google scholar
  • Mitchell, J. C. (1973). Networks, Norms And Institutions. Network Analysis: Studies in Human Interaction. Ed. Jeremy Boissevain ve J. Clyde Mitchell. Paris: Mouton & Co. google scholar
  • Mitra, S., & Bagchi A. (2010). Modeling temporal variation in social network: an avolutionary web graph approach. B. Furth (Ed.), in Handbook of Social Network Technologies and Applications (pp. 169-184). New York: Springer. google scholar
  • Mizruchi, M. S. (2007). Political economy and network analysis an untapped convergence. Sociologica, 2, 1–27. Erişim adresi: https://www.semanticscholar.org/ google scholar
  • Nooy, W., Mrvar, A., & Batagelj, V. (2011). Exploratory social network analysis with pajek. New York: Cambridge University Press. google scholar
  • Padgett, John F. (2000). Organizational genesis, identity and control: the transformation of banking in renaissance Florence. C. Alessandra ve J. Rauch (Eds.), in Markets and Networks (pp. 1-67). New York: Russell Sage. google scholar
  • Paggett, J. F., & Ansell, C. K. (1993). Robust action and the rise of Medici, 1400-1434. American Journal of Sociology, 98(6), 1259–1319. Erişim adresi: https://www.jstor.org/stable/ google scholar
  • Pamuk, Ş. (1999). Osmanlı İmparatorluğu’nda paranın tarihi. İstanbul: Tarih Vakfı Yurt Yayınları. Prell, C. (2012). Social network analysis: history, theory and methodology. Los Angeles; London: Sage Publications. google scholar
  • Pryke, S. (2012). Social network analysis in construction. Chichester: Wiley-Blackwell. google scholar
  • Qureshi, A. I. (1967). Islam and the theory of ınterest, Lahore: Sh. Muhammad Ashraf. google scholar
  • Robins, G. (2015). Doing social network research. Los Angeles: Sage Publications. google scholar
  • Scott, J. (2000). Social network analysis a handbook, London: Sage Publications. google scholar
  • Smith, R. M. (1979). Kin and neighbours in a thirteenth century suffolk community. Journal of Family History, 4(3): 219-256. https://doi.org/10.1177/036319907900400301 google scholar
  • Strauss, A. L. (2003). Qualitative analysis for social scientists, Cambridge: Cambridge University Press. google scholar
  • Tamdoğan, Işık (2005). “Büyükleri saymak, küçükleri sevmek”, 18. yüzyıl Adana’sında ayanların ilişki ağları ve iki farklı ilişki yürütme üslubu. Tarih ve Toplum Yeni Yaklaşımlar, 1, 77–96. google scholar
  • Thilagam, P. S. (2010). Applications of social network analysis. B. Furth (Ed.), in Handbook of Social Network Technologies and Applications (pp. 637-650). New York: Springer. google scholar
  • Toomet, O., Van der Leij, M., & Rolfe M. (2012). Social networks and labor market inequality between ethnicities and races. Network Science, 1(3), 321–352. https://doi.org/10.1017/nws.2013.20 google scholar
  • Walther, O. J. (2015). Social network analysis and informal trade. Department of Border Region Studies Working Paper 1/2015, World Bank Trade Unit. 1-18. http://dx.doi.org/10.2139/ssrn.2593021 google scholar
  • Ward, M. D., Ahlquist, J. S., & Rozanas, A. (2011). Gravity’s rainbow: modeling the world trade network. International Studies Association Meetings, 1(1), 95–118. https://doi.org/10.1017/nws.2013.1 google scholar
  • Ward, M. D., Hoff, P. D., & Lofdahl, C. L. (2003). Identifying international networks: latent spaces and imputation. R. Breiger, K. Carley ve P. Pattison (Eds.), in Dynamic Social Network Modeling and Analysis: Workshop Summary and Papers, (pp. 358-372). Washington, DC.: The National Academies Press. google scholar
  • Wasserman, S., & Faust, K. (1994). Social network analysis methods and applications, New York: Cambridge University Press. google scholar
  • Wellman, B. (1988). Structural analysis: From method and metaphor to theory and substance. B. google scholar
  • Wellman and S. D. Berkowitz.(Eds.) in Structural Analysis in the Social Sciences Vol. 2. Social Structures: A Network Approach (pp. 19-61). New York: Cambridge University Press. google scholar
  • Wellman, B., & Wetherell, C. (1996). Social network analysis of historical communities: some questions from the present for the past. The History of the Family, 1(1), 97–121. https://doi. org/10.1016/S1081-602X(96)90022-6 google scholar
  • Wetherell, C. (1998). Historical social network analysis. International Review of Social History, 43, 125–144. https://doi.org/10.1017/S0020859000115123 google scholar
  • Yetiş, E. G. (2015). 17. yüzyılda Osmanlı İmparatorluğu’nda hanehalkları: İstanbul şer’iyye sicilleri örneğinde. (Yüksek Lisans Tezi). Marmara Üniversitesi Sosyal Bilimler Enstitüsü, İstanbul. google scholar
  • Yüksel, H. (1999). Osmanlı toplumunda vakıflar ve kadın (XVI-XVII. yüzyıllar). E. Güler (Ed.) in Osmanlı V (s. 49-55). Ankara: Yeni Türkiye Yayınları. google scholar
  • Zhang, M. (2010). Social network analysis: history, concepts, and research. B. Furth (Ed.), in Handbook Of Social Network Technologies And Applications (pp. 3-22). New York: Springer. google scholar

Citations

Copy and paste a formatted citation or use one of the options to export in your chosen format


EXPORT



APA

Alkan, H. (2019). The Evaluation of Financial and Commercial Relations In 17th Century Istanbul with Social Network Analysis (SNA). Istanbul Journal of Economics, 69(2), 285-320. https://doi.org/10.26650/ISTJECON2019-0008


AMA

Alkan H. The Evaluation of Financial and Commercial Relations In 17th Century Istanbul with Social Network Analysis (SNA). Istanbul Journal of Economics. 2019;69(2):285-320. https://doi.org/10.26650/ISTJECON2019-0008


ABNT

Alkan, H. The Evaluation of Financial and Commercial Relations In 17th Century Istanbul with Social Network Analysis (SNA). Istanbul Journal of Economics, [Publisher Location], v. 69, n. 2, p. 285-320, 2019.


Chicago: Author-Date Style

Alkan, Halime,. 2019. “The Evaluation of Financial and Commercial Relations In 17th Century Istanbul with Social Network Analysis (SNA).” Istanbul Journal of Economics 69, no. 2: 285-320. https://doi.org/10.26650/ISTJECON2019-0008


Chicago: Humanities Style

Alkan, Halime,. The Evaluation of Financial and Commercial Relations In 17th Century Istanbul with Social Network Analysis (SNA).” Istanbul Journal of Economics 69, no. 2 (Apr. 2024): 285-320. https://doi.org/10.26650/ISTJECON2019-0008


Harvard: Australian Style

Alkan, H 2019, 'The Evaluation of Financial and Commercial Relations In 17th Century Istanbul with Social Network Analysis (SNA)', Istanbul Journal of Economics, vol. 69, no. 2, pp. 285-320, viewed 20 Apr. 2024, https://doi.org/10.26650/ISTJECON2019-0008


Harvard: Author-Date Style

Alkan, H. (2019) ‘The Evaluation of Financial and Commercial Relations In 17th Century Istanbul with Social Network Analysis (SNA)’, Istanbul Journal of Economics, 69(2), pp. 285-320. https://doi.org/10.26650/ISTJECON2019-0008 (20 Apr. 2024).


MLA

Alkan, Halime,. The Evaluation of Financial and Commercial Relations In 17th Century Istanbul with Social Network Analysis (SNA).” Istanbul Journal of Economics, vol. 69, no. 2, 2019, pp. 285-320. [Database Container], https://doi.org/10.26650/ISTJECON2019-0008


Vancouver

Alkan H. The Evaluation of Financial and Commercial Relations In 17th Century Istanbul with Social Network Analysis (SNA). Istanbul Journal of Economics [Internet]. 20 Apr. 2024 [cited 20 Apr. 2024];69(2):285-320. Available from: https://doi.org/10.26650/ISTJECON2019-0008 doi: 10.26650/ISTJECON2019-0008


ISNAD

Alkan, Halime. The Evaluation of Financial and Commercial Relations In 17th Century Istanbul with Social Network Analysis (SNA)”. Istanbul Journal of Economics 69/2 (Apr. 2024): 285-320. https://doi.org/10.26650/ISTJECON2019-0008



TIMELINE


Submitted22.03.2019
Accepted08.11.2019
Published Online31.12.2019

LICENCE


Attribution-NonCommercial (CC BY-NC)

This license lets others remix, tweak, and build upon your work non-commercially, and although their new works must also acknowledge you and be non-commercial, they don’t have to license their derivative works on the same terms.


SHARE




Istanbul University Press aims to contribute to the dissemination of ever growing scientific knowledge through publication of high quality scientific journals and books in accordance with the international publishing standards and ethics. Istanbul University Press follows an open access, non-commercial, scholarly publishing.