Dergiler / Ekoist: Journal of Econometrics and Statistics / 2026 / Sayı: 44

Avrupa’da Doğrudan Yabancı Yatırımın Haritası: MekânsalEkonometrik Bir Yaklaşım

Mapping Foreign Direct Investment in Europe: A Spatial Econometric Approach

Gülsüm Akarsu(ONDOKUZ MAYIS ÜNİVERSİTESİ)0000-0002-4877-1969
Reyhan Cafrı(İSKENDERUN TEKNİK ÜNİVERSİTESİ)0000-0002-6271-5330
Hanife Bıdırdı(KOCAELİ ÜNİVERSİTESİ)0000-0002-2462-2926
Sayfa
129–153
Yayın Tarihi
2026-07-03
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⚡ TL;DR(1 Cümlede Hızlı Çıkarım)

Mekânsal Durbin modelinin (SDM) kullanıldığı bu çalışmada tahmin sonuçları, mekânsal gecikme katsayısının negatif işaretli ve istatistiki olarak anlamlı olduğunu göstermektedir.

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Amaç & Hipotez:1980′lerden bu yana, doğrudan yabancı yatırımlardaki (DYY) artışla beraber iktisat literatüründe DYY’nin belirleyicilerine yönelik ilgi artmış; bu konudaki ilk çalışmalarda sadece iki ülke arasındaki DYY akımlarına odaklanılarak üçüncü ülke etkileri göz ardı edilmiştir.
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Temel Bulgular & Veri:Oysaki bir ülkeye yatırım yapılırken, o ülkenin özelliklerinin yanı sıra çevre ülkelerin koşulları da değerlendirilmekte; DYY akımları, komşu ülkelerin DYY çekiciliği üzerinde bir mekânsal yayılma etkisi oluşturabilmektedir.
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Sonuç & Katkı:Mekânsal Durbin modelinin (SDM) kullanıldığı bu çalışmada tahmin sonuçları, mekânsal gecikme katsayısının negatif işaretli ve istatistiki olarak anlamlı olduğunu göstermektedir.
🔬Tür:Literatür & Derleme Çalışması
📍Kapsam:2004–2021 Verileri
⚙️Değişkenler:Doğrudan Yabancı Yatırım · Avrupa Birliği · Çokuluslu Şirketler

Özet

1980′lerden bu yana, doğrudan yabancı yatırımlardaki (DYY) artışla beraber iktisat literatüründe DYY’nin belirleyicilerine yönelik ilgi artmış; bu konudaki ilk çalışmalarda sadece iki ülke arasındaki DYY akımlarına odaklanılarak üçüncü ülke etkileri göz ardı edilmiştir. Oysaki bir ülkeye yatırım yapılırken, o ülkenin özelliklerinin yanı sıra çevre ülkelerin koşulları da değerlendirilmekte; DYY akımları, komşu ülkelerin DYY çekiciliği üzerinde bir mekânsal yayılma etkisi oluşturabilmektedir. Bu kapsamda son yıllarda, geleneksel modellerin ötesine geçilerek, mekânsal ekonometrik modellerin kullanıldığı bazı çalışmalar dikkat çekmektedir. Bu çalışmanın amacı, üçüncü ülke etkilerini de göz önünde bulundurarak Avrupa Birliği ülkelerinde 2004–2021 dönemi için DYY’nin belirleyicilerini mekânsal panel veri modelleri ile analiz etmektir. Mekânsal Durbin modelinin (SDM) kullanıldığı bu çalışmada tahmin sonuçları, mekânsal gecikme katsayısının negatif işaretli ve istatistiki olarak anlamlı olduğunu göstermektedir. Bu bulgu, dikey DYY formunun geçerliliğine işaret etmektedir. Ayrıca, analiz bulguları ekonomik büyüme, işgücü maliyeti, ulusal paranın reel değer kazanması, emek verimliliği, nüfusun yaşlanması, kadın istihdamı ve finansal gelişmişlik gibi değişkenlerin DYY üzerinde negatif yönlü; internet kullanım oranı ve sera gazı emisyonları gibi değişkenlerin de pozitif yönlü etkiler yarattığını göstermektedir. Mekânsal yayılma etkilerine yönelik tahmin sonuçlarına göre de komşu ülkelerdeki işgücü maliyeti, emek verimliliği, kadın istihdamı, sera gazı emisyonları ve finansal gelişmişlikteki artışlar, DYY çekiciliğini azaltırken; komşu ülkelerdeki ulusal paranın reel değer kazanması, nüfusun yaşlanması ve internet penetrasyonundaki artışlar bu çekiciliği artırmaktadır.

Abstract

Since the 1980s, with the increase in foreign direct investment (FDI), interest in the determinants of FDI has increased in the economics literature; however, early studies on this subject focused only on FDI flows between two countries and ignored third country effects. However, when investing in a country, in addition to the characteristics of that country, the conditions of neighbouring countries are also evaluated; FDI flows may have a spatial spillover effect on the FDI attractiveness of neighbouring countries. In this context, in recent years, some studies have gone beyond traditional models and used spatial econometric models. The aim of this study is to analyse the determinants of FDI in European Union countries for the period 2004-2021 by using spatial panel data models, considering third country effects. Using the spatial Durbin model, the estimation results show that the spatial lag coefficient is negatively signed and statistically significant. This finding points to the validity of the vertical form of FDI. Moreover, the findings of the analysis show that variables such as economic growth, labour cost, real currency appreciation, labour productivity, population ageing, female employment, and financial development have negative effects on FDI, whereas variables such as internet penetration rate and greenhouse gas emissions have positive effects. According to the estimation results for spatial spillover effects, increases in labour cost, labour productivity, women’s employment, greenhouse gas emissions, and financial development in neighbouring countries decrease the attractiveness of FDI, whereas increases in real effective exchange rate, population ageing, and internet penetration in neighbouring countries increase this attractiveness.

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Bu Makaleye Atıf Yap

Akarsu, G., Cafrı, R., Bıdırdı, H. (2026). Avrupa’da Doğrudan Yabancı Yatırımın Haritası: MekânsalEkonometrik Bir Yaklaşım. Ekoist: Journal of Econometrics and Statistics, Sayı: 44, 129–153. https://doi.org/10.26650/ekoist.2026.44.1747894

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Kaynakça (90)

  1. Alamá-Sabater, L., Heid, B., Jiménez-Fernández, E., & Márquez-Ramos, L. (2017). FDI in space revisited: The role of spillovers on foreign direct investment within the European Union. Growth and Change, 48(3), 390-408. https://doi/10.1111/grow.12173 google scholar
  2. Andrés-Rosales, R., Almonte, L. D. J., & Cruz Marcelo, J. N. (2023). Spatial impacts of insecurity and economic growth on FDI in Mexico, 1999-2019. Economía, Sociedad y Territorio, 23(73), 867-899. google scholar
  3. Anselin, L. (1988). Spatial econometrics: Methods and models. Springer, ISBN 978-94-015-7799-1. google scholar
  4. Anselin, L.& Griffith, D.A. (1988). Do spatial effects really matter in regression analysis? Papers in Regional Science, 65(1), 11-34. https://doi.org/10.1111/j.1435-5597. 1988.tb01155.x google scholar
  5. Anselin, L., Bera, A. K., Florax, R., & Yoon, M. J. (1996). Simple diagnostic tests for spatial dependence. Regional Science and Urban Economics, 26(1), 77-104. http://dx.doi.org/10.1016/0166-0462(95)02111-6 google scholar
  6. Baltagi, B., Egger P. & Pfaffermayr, M. (2007). Estimating models of complex FDI: Are there third-country effects?.Journal of Econometrics, 140(1), 260–281. google scholar
  7. Barrios, S., & Benito, J. M. (2010). The location decisions of multinationals and the cultural link: Evidence from Spanish direct investment abroad. Economic Papers: A Journal of Applied Economics and Policy, 29(2), 181-196. google scholar
  8. Basile, R., Castellani, D., & Zanfei, A. (2008). Location choices of multinational firms in Europe: The role of EU cohesion policy. Journal of International Economics, 74(2), 328-340. google scholar
  9. Beder, B. (2024). Avrupa Birliği Yeşil Ekonomi Politikalarının Ekonomi Politik Analizi: Türkiye dış Ticaretine Yansımalar (Doctoral dissertation, Marmara Universitesi (Turkey)). google scholar
  10. Behera, P., & Sethi, N. (2022). Nexus between environment regulation, FDI, and green technology innovation in OECD countries.Environmental Science and Pollution Research, 29(35), 52940-52953. google scholar
  11. Bellak, C., Leibrecht, M., & Riedl, A. (2008). Labour costs and FDI flows into central and eastern European countries: A survey of the literature and empirical evidence. Structural Change and Economic Dynamics, 19(1), 17-37. https://doi.org/10.1016/j.strueco.2007.03.001 google scholar
  12. Bello, M., Castellani, D., Damioli, G., Marin, G., & Montresor, S. (2023). The role of inward innovative foreign direct investments in the acquisition of foreign knowledge: the case of EU green and digital inventions. Publications Office of the European Union. google scholar
  13. Bergstrand, J.H. & Egger P. (2004). A theoretical and empirical model of international trade and foreign direct investment with outsourcing: Part I, developed countries. University of Notre Dame Working Paper. google scholar
  14. Blanc-Brude, F., Cookson, G., Piesse, J., & Strange, R. (2014). The FDI location decision: Distance and the effects of spatial dependence. International Business Review, 23(4), 797-810. google scholar
  15. Blanco, L. R. (2012). The spatial interdependence of FDI in Latin America. World Development, 40(7), 1337-1351. https://doi.org/ 10.1016/j.worlddev.2012.02.003 google scholar
  16. Blonigen, B. A., Davies, R. B., Waddell, G. R., & Naughton, H. T. (2007). FDI in space: Spatial autoregressive relationships in foreign direct investment. European Economic Review, 51(5), 1303-1325. https://doi.org/10.1016/ J.EUROECOREV. 2006.08.006 google scholar
  17. Brady, D., & Wallace, M. (2000). Spatialization, foreign direct investment, and labor outcomes in the American states, 1978–1996. Social Forces, 79(1), 67-105. google scholar
  18. Buccellato, T., & Santangelo, F. (2009). Foreign direct investments distribution in The Russian Federation: Do spatial effects matter?. Economics Working Papers 99. Centre for the Study of Economic and Social Change in Europe. google scholar
  19. Buckley, P.J. & Casson M.C. (1976). The Future of The Multinational Enterprise, Macmillan. ISBN 978-1-349-02901-3 google scholar
  20. Camarero, M., Montolio, L., & Tamarit, C. (2020). Determinants of FDI for Spanish regions: Evidence using stock data. Empirical Economics, 59(6), 2779-2820. google scholar
  21. Carr, D.L., J.R. Markusen & K.E. Maskus (2001). Estimating the knowledge–capital model of the multinational enterprise. American Economic Review, 91(3), 693–708 google scholar
  22. Casi, L., & Resmini, L. (2010). Evidence on the determinants of foreign direct investment: The case of EU regions. Eastern Journal of European Studies, 1(2), 93-118. google scholar
  23. Casi, L., & Resmini, L. (2014). Spatial complexity and interactions in the FDI attractiveness of regions. Papers in Regional Science, 93(1), 51-79. https://doi.org/10.1111/ pirs.12100 google scholar
  24. Chen, Y. (2009). Agglomeration and location of foreign direct investment: The case of China. China Economic Review, 20(3), 549-557. google scholar
  25. Cheng, L. K., & Kwan, Y. K. (2000). What are the determinants of the location of foreign direct investment? The Chinese experience. Journal of International Economics, 51(2), 379–400. https://doi.org/10.1016/S0022-1996(99)00032-X google scholar
  26. Cheng, S., & Stough, R. R. (2006). Location decisions of Japanese new manufacturing plants in China: A discrete-choice analysis. The Annals of Regional Science, 40(2), 369-387. google scholar
  27. Chung, W., & Alcácer, J. (2002). Knowledge seeking and location choice of foreign direct investment in the United States. Management Science, 48(12), 1534-1554. google scholar
  28. Cole, M. A., Elliott, R. J. R., & Zhang, J. (2009). Corruption, governance and FDI location in China: A province-level analysis. Journal of Development Studies, 45(9), 1494-1512. https://doi.org/10.1080/00220380902890276 google scholar
  29. Coughlin, C. C., & Segev, E. (2000). Foreign direct investment in China: A spatial econometric study. World Economy, 23(1), 1-23. https://doi.org/10.1111/1467-9701.t01-1-00260 google scholar
  30. Coughlin, C. C., Terza, J. V., & Arromdee, V. (1991). State characteristics and the location of foreign direct investment within the United States. The Review of Economics and Statistics, 73(4), 675-683 google scholar
  31. Davies, R. B. (2005). Fragmentation of headquarter services and FDI. North American Journal of Economics and Finance, 16(1), 61–79. google scholar
  32. Debarsy, N., & Ertur, C. (2010). Testing for spatial autocorrelation in a fixed effects panel data model. Regional Science and Urban Economics, 40(6), 453-470. google scholar
  33. Do, Q. A., Le, Q. H., Nguyen, T. D., Vu, V. A., Tran, L. H., & Nguyen, C. T. T. (2021). Spatial impact of foreign direct investment on poverty reduction in Vietnam. Journal of Risk and Financial Management, 14(7), 1-16. https://doi.org/10.3390/ google scholar
  34. Dunning, J. H. (1977). Trade, location of economic activity and the MNE: A search for an eclectic approach. In B. Ohlin, P. O. Hesselborn, & P. M. Wijkman (Eds.), The International Allocation of Economic Activity (pp. 395–418). Palgrave Macmillan. google scholar
  35. Dunning, J. H. (2000). The Eclectic Paradigm as an envelope for economic and business theories of MNE activity. International Business Review, 9(2), 163–190. https://doi.org/10.1016/S0969-5931(99)00035-9 google scholar
  36. Dunning, J. H. (2001). The Eclectic (OLI) Paradigm of international production: Past, present and future, International Journal of the Economics of Business, 8(2), 173-190 google scholar
  37. Dunning, J. H. & Lundan, S. M. (2008). Multinational Enterprises and the Global Economy, Edward Elgar. ISBN 978184376525 7 google scholar
  38. Ekholm, K., Forslid, R., & Markusen, J.R., (2003). Export-platform foreign direct investment. NBER Working Paper No. 9517. google scholar
  39. Elhorst, J. P. (2014). Spatial econometrics: From cross-sectional data to spatial panels. Springer, ISBN 978-3642403392. google scholar
  40. Escobar Gamboa, O. R. (2013). Foreign direct investment (FDI) determinants and spatial spillovers across Mexico's states. Journal of International Trade and Economic Development, 22(7), 993-1012. https://doi.org/10.1080/09638199.2011.624190 google scholar
  41. Esiyok, B., & Ugur, M. (2017). A spatial regression approach to FDI in Vietnam: Province-level evidence. The Singapore Economic Review, 62(02), 459-481. google scholar
  42. Eurostat (2025, February 7). Database. https://ec.europa.eu/eurostat/web/main/data/database google scholar
  43. Fonseca, F. J., & Llamosas-Rosas, I. (2019). Spatial linkages and third-region effects: Evidence from manufacturing FDI in Mexico. The Annals of Regional Science, 62(2), 265-284. https://doi.org/10.1007/s00168-019-00895-1 google scholar
  44. Garretsen, H., & Peeters, J. (2009). FDI and the relevance of spatial linkages: Do third-country effects matter for Dutch FDI?. Review of World Economics, 145(2), 319-338. https://doi.org/10.1007/s10290-009-0018-1 google scholar
  45. Ghodsi, M., Castelli, C., Davies, R. B., Guadagno, F., Mendoza, J. F., Micocci, F., & Rungi, A. (2025). Harnessing FDI for innovation and green growth in the EU: Some evidence-based policy. Policy Notes and Reports 97. google scholar
  46. Gurova, I. P. (2020). Regional distribution of foreign direct investment in the Russian economy. Regional Research of Russia, 10, 318-326. google scholar
  47. Gutiérrez-Portilla, P., Maza, A., & Villaverde, J. (2019). Spatial linkages in FDI location: Evidence from the Spanish regions. Tijdschrift voor Economische en Sociale Geografie, 110(4), 395-411. https://doi.org/10.1111/tesg.12346 google scholar
  48. Helpman, E. (1984). A simple theory of international trade with multinational corporations. Journal of Political Economy, 92(3), 451–471. google scholar
  49. Hoang, H. H., & Goujon, M. (2014). Determinants of foreign direct investment in Vietnamese provinces: A spatial econometric analysis. Post-Communist Economies, 26(1), 103-121. https://doi.org/10.1080/14631377.2014.874658 google scholar
  50. Hoang, H. H., & Goujon, M. (2019). Determinants of intra-region and extra-region foreign direct investment inflow in ASEAN: A spatial econometric analysis. Applied Spatial Analysis and Policy, 12(4), 965-982. https://doi.org/10.1007/s12061-018-9280-8 google scholar
  51. Hymer, S. H. (1976). The International Operations of National Firms: A Study of Direct Foreign Investment, MIT Press. ISBN 0-262-08085-0 google scholar
  52. Ibarra-Olivo, J. E. (2019). The economic geography of foreign direct investment and human capital in Mexican regions (Doctoral dissertation, London School of Economics and Political Science). https://etheses.lse.ac.uk/3994/1/Ibarra-OlivoEconomic-geography- foreign-direct-investment.pdf google scholar
  53. International Monetary Fund [IMF] (2025, February 12). IMF data. https://data.imf.org/?sk=f8032e80-b36c-43b1-ac26-493c5b1cd33b google scholar
  54. Iwasaki, I., & Suganuma, K. (2005). Regional distribution of foreign direct investment in Russia. Post-Communist Economies,17(2), 153-172. google scholar
  55. Jordaan, J. A., & Rodriguez-Oreggia, E. (2012). Regional growth in Mexico under trade liberalisation: How important are agglomeration and FDI?. The Annals of Regional Science, 48, 179-202. google scholar
  56. Kayam, S. S., Yabrukov, A., & Hisarciklilar, M. (2013). What causes the regional disparity of FDI in Russia? A spatial analysis. Transition Studies Review, 20(1), 63-78. google scholar
  57. Krugman, P. (1991). Increasing returns and economic geography, Journal of Political Economy, 99(3), 483-499. google scholar
  58. Kwaw-Nimeson, E., & Tian, Z. (2023). Institutional quality, foreign direct investment, and regional integration: Empirical evidence from CEN-SAD. Sage Open, 13(1), 1–20. https://doi.org/10.1177/21582440221148 google scholar
  59. Ledyaeva, S. (2009). Spatial econometric analysis of foreign direct investment determinants in Russian regions. World Economy, 32(4), 643-666. https://doi.org/10.1111/j.1467-9701.2008.01145.x google scholar
  60. Lim, E.-G. (2001). Determinants of, and the relation between, foreign direct investment and growth: A summary of the recent literature. IMF Working Paper No. WP/01/175. google scholar
  61. Mahmood, H. (2023). Trade, FDI, and CO2 emissions nexus in Latin America: The spatial analysis in testing the pollution haven and the EKC hypotheses. Environmental Science and Pollution Research, 30(6), 14439-14454. google scholar
  62. Markusen, J.R. (1984). Multinationals, multi-plant economies, and the gains from trade. Journal of International Economics, 16(3–4), 205–226. google scholar
  63. Markusen, J.R. (2002), Multinational firms and the theory of international trade. MIT Press. ISBN 0-262-13416-0 google scholar
  64. Mottaleb, K. A., & Kalirajan, K. (2010). Determinants of foreign direct investment in developing countries: A comparative analysis. Margin, 4(4), 369-404. https://doi.org/10.1177/097380101000400401 google scholar
  65. Nguyen, A. N., & Nguyen, T. (2007). Foreign direct investment in Vietnam: An overview and analysis the determinants of spatial distribution across provinces. MPRA Paper 1921, University Library of Munich, SSRN 999550. google scholar
  66. Nsiah, C., & Wu, C. (2014). The role of spatial dynamics in the determination of foreign direct investment inflows to Africa. African Development Review, 26(3), 494-507 google scholar
  67. Nwaogu, U. G., & Ryan, M. (2014). Spatial interdependence in US outward FDI into Africa, Latin America and the Caribbean. The World Economy, 37(9), 1267-1289. google scholar
  68. Ozili, P. K. (2023). The acceptable R-square in empirical modelling for social science research. MPRA Paper 115769, Munich Personal RePEc Archive. https://mpra.ub.uni-muenchen.de/115769/ google scholar
  69. Pesaran, H., (2003). A simple panel unit root test in the presence of cross section dependence. Cambridge Working Papers in Economics 0346, Faculty of Economics (DAE), University of Cambridge. google scholar
  70. Poelhekke, S., & Van Der Ploeg, F. (2009). Foreign direct investment and urban concentrations: Unbundling spatial lags. Journal of Regional Science, 49(4), 749-775. https://doi.org/10.1111/j.1467-9787.2009.00632.x google scholar
  71. Regelink, M., & Paul Elhorst, J. (2014). The spatial econometrics of FDI and third country effects. Letters in Spatial and Resource Sciences, 8(1), 1-13. https://doi.org/10.1007/s12076-014-0125-z google scholar
  72. Rubashkina, Y., Galeotti, M., & Verdolini, E. (2015). Environmental regulation and competitiveness: Empirical evidence on the Porter hypothesis from European manufacturing sectors. Energy Policy, 83, 288-300. google scholar
  73. Satoğlu, E. B., & Salmon, J. R. (2024). Environmental policy stringency and foreign direct investment: a study considering the impact of country-income level. Energy, 312(133403), 1-9. google scholar
  74. Sharma, S., Wang, M., & Wong, M. C. S. (2014). FDI location and the relevance of spatial linkages: Evidence from provincial and industry FDI in China. Review of International Economics, 22(1), 86-104. https://doi.org/10.1111/roie.12098 google scholar
  75. Shepotylo, O. (2012). Spatial complementarity of FDI: The example of transition countries. Post-Communist Economies, 24(3), 327-349. https://doi.org/10.1080/14631377.2012.705468 google scholar
  76. Shuyan, L. & Fabuš, M. (2019). Study on the spatial distribution of China's outward foreign direct investment in EU and its influencing factors. Entrepreneurship and Sustainability Issues, 6(3), 1280-1296. https://doi.org/10.9770/jesi.2019.6.3(16 google scholar
  77. Thang, T. T., Pham, T. S. H., & Barnes, B. R. (2016). Spatial spillover effects from foreign direct investment in Vietnam. The Journal of Development Studies, 52(10), 1431-1445. google scholar
  78. Tsiapa, M., Kallioras, D., Petrakos, G., Rasvanis, E., Adamakou, M., Manetos, P., & Almazán-Gómez, M. Á. (2025). The geography of interregional FDI activity in Europe: Uneven distribution and determinants. Spatial Economic Analysis, 1–20. https://doi.org/10.1080/17421772.2025.2456185 google scholar
  79. United Nations Economic Commission for Europe [UNECE] (2025, February 12). UNECE statistical database. https://w3.unece.org/PXWeb2015/pxweb/en/STAT google scholar
  80. Uttama, N. P. & Peridy, N. (2009). The impact of regional integration and third-country effects of FDI: Evidence from ASEAN. ASEAN Economic Bulletin, 26(3), 239-252. google scholar
  81. Vasconcelos-Garcia, M., & Carrilho-Nunes, I. (2024). Internationalisation and digitalisation as drivers for eco-innovation in the European Union. Structural Change and Economic Dynamics, 70, 245-256. google scholar
  82. Villaverde, J., & Maza, A. (2012). Foreign Direct Investment in Spain: Regional distribution and determinants. International Business Review, 21(4), 722-733. google scholar
  83. Westerlund, J. (2007). Testing for error correction in panel data. Oxford Bulletin of Economics and Statistics, 69(6), 709-748. google scholar
  84. Witkowska, J. (2023). The role of FDI in the sustainable development of the European Union. Comparative Economic Research. Central and Eastern Europe, 26(1), 21-43. google scholar
  85. World Bank [WB] (2025, February 7). World development indicators. https://databank.worldbank.org/source/world-development- indicators google scholar
  86. Yeaple, S.R., (2003). The complex integration strategies of multinationals and cross country dependencies in the structure of foreign direct investment. Journal of International Economics, 60(2), 293–314. google scholar
  87. Yerdelen Tatoğlu, F. (2022). Mekansal Ekonometri Stata Uygulamalı. Beta Yayıncılık. google scholar
  88. Zaevska, O. H., Pegoraro, D., & Piscitello, L. (2024). Digitalization, industry 4.0 policies and inward foreign direct investments: evidence from European regions. In Handbook of International Business Policy (pp. 357-380). Edward Elgar Publishing. google scholar
  89. Zhang, Q. (2023). Spatiotemporal changes and location choice of foreign direct investment in China. The Professional Geographer, 75(1), 52-64. google scholar
  90. Zhao, K., Mo, M., & Shen, J. (2024). Pandemics and FDI inflows: The role of infrastructures. International Review of Economics & Finance, 93, Part A, 552-566. google scholar