Ekonomi Bölümü Koleksiyonu
Permanent URI for this collectionhttps://hdl.handle.net/20.500.11779/1936
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Review Article Pearl’in Nedensel Modelinin Ampirik Araştırmadaki Rolü(2024) Bılgel, FıratThis paper underscores the necessity of formulating precise research questions that clarify causal relationships rather than simply identifying correlations and highlights the perils of relying solely on regression analysis in tackling complex causal inquiries without causal diagrams or structural causal models. It introduces Judea Pearl's causal epistemology, including causal graphs, structural causal models, and do-calculus as vital tools for estimating causal effects. It extends to the challenges of confounding and collider effects, the application of do-calculus with basic examples from Law & Economics and the advancements in causal discovery methods through constraint-based algorithms. The paper also offers a brief roadmap on best practices for identification and estimation.Article Citation - WoS: 2Citation - Scopus: 4Heterogeneous Impact of Innovation on Economic Development: Evidence from EU Regions(Elsevier Sci Ltd, 2026-03-01) Pinar, Mehmet; Karahasan, Burhan CanThis paper investigates the heterogeneous impact of innovation on economic development across European Union (EU) regions, with a focus on regional competitiveness driven by innovation-based capabilities. While innovation is a key driver of economic growth, its effects are not uniformly distributed. Using the Multiscale Geographically Weighted Regression models, the study examines how different dimensions of innovation (technological readiness, business sophistication, and overall innovation capacity) affect regional GDP per capita. The results show that regions with higher innovation-based competitiveness generally achieve higher income levels. However, the impact of innovation is spatially uneven. While core EU regions (particularly, in Northern and Western Europe) benefit more strongly from innovation, peripheral regions (in Southern and Eastern Europe) often experience weaker and in some cases even negative, effects. These results highlight the importance of accounting for spatial variation when designing innovation and cohesion policies. The paper calls for tailored, place-based strategies to address regional disparities in innovation-driven development and suggests that current EU policies should be adjusted to better support lagging regions.Article Citation - WoS: 1Unemployment Polarisation and Club Convergence in Türkiye(Wiley, 2025-02-04) Karahasan, Burhan CanTurkish economy has undergone massive transformation during the 2000s. Annual economic growth reached a peak of 10% in the early 2000s. However, the side effects of global financial crises and the internal macroeconomic imbalances shift the growth trajectory of T & uuml;rkiye into a new path of unstable economic growth. While macroeconomic consequences are densely discussed we know less about the adjustment of local labour markets. To fill this gap, we examine the club formation of Turkish regions by analysing their unemployment trajectories during the post 2000s. Our findings show that despite rapid economic growth Turkish regions get extremely polarised and form distinct convergence clubs. Remarkably polarisation is higher for the female population. Geographically, polarisation is in the form of an isolation for the least developed south-eastern regions and some of the developed urbanised western regions. Additionally, our robustness exercises indicate higher polarisation after 2013 as Turkish economic growth starts to become more volatile and less sustainable. Finally, our spatial extensions show that impact of spatial proximity has significant influence on the accurate extent of unemployment deprivation.Article Borders of socio-economic development in Türkiye(Türkiye Ekonomi Kurumu Vakfı, 2024) Karahasan, Burhan Can; Can, BurhanTurkish economy is characterized by a dual regional structure. Historically, western regions form the relatively more developed and rich geography of the country. In the meantime, landlocked eastern regions are realizing a period of marginalization pushing majority of these regions toward full isolation from rest of the country. Our knowledge on this dual pattern departs mostly from monetary indicators. In this study, I use the socio-economic development index (SDI) which is first constructed by the State Planning Organization (SPO). The main objective is to use spatial tools for the period of 1963-2017 and to explore the historical evolution of spatial externalities and heterogeneity. This aims to visualize the socio-economic borders of Turkish provinces. While our findings confirm the spatial inertia for the under-developed eastern regions, they also show rising spatial spillovers among the developed western geography. However, this positive impact is geographically bounded by the central part of the country.Review The role of pearl’s causal framework in empirical research(Türkiye Ekonomi Kurumu Vakfı, 2024) Bilgel, FıratThis paper underscores the necessity of formulating precise research questions that clarify causal relationships rather than simply identifying correlations and highlights the perils of relying solely on regression analysis in tackling complex causal inquiries without causal diagrams or structural causal models. It introduces Judea Pearl's causal epistemology, including causal graphs, structural causal models, and do-calculus as vital tools for estimating causal effects. It extends to the challenges of confounding and collider effects, the application of do-calculus with basic examples from Law & Economics and the advancements in causal discovery methods through constraint-based algorithms. The paper also offers a brief roadmap on best practices for identification and estimation.Article Türkiye'nin Döngüsel Ekonomiye Geçiş Performansı Üzerine Karşılaştırmalı Bir Analiz(2024) Asfuroğlu, Dila; Asfuroglu, DilaÇalışma, Türkiye’nin döngüsel ekonomiye geçiş performansını, seçili gelişmiş ve gelişmekte olan ülkelerle karşılaştırma yaparak ortaya koymayı amaçlamaktadır. Nicel analiz, Eurostat ve OECD.Stat veri bankalarının döngüsel ekonomiyi ölçmek için belirlediği göstergeler ışığında, verilerin var olduğu 2000-2022 yılları arasında, gelişmiş ülkelerden Almanya, İsveç ve İngiltere; gelişmekte olan ülkelerden Macaristan, Bulgaristan, Arnavutluk ve Sırbistan örnekleriyle yapılmıştır. Sonuçlara göre Türkiye, kaynak verimliliğini yıllar içinde artmış olup en etkili artış, 2017 yılından itibaren gözlemlenmiştir. Yurtiçi malzeme tüketiminin ve malzeme ayak izinin düşük seyretmesi talep ve tüketimin genel anlamda düşük olmasına işaret etmektedir. Kişi başına kentsel atık düşerken kişi başı toplam atığının artması, Türkiye’nin hane bazında atık üretiminin düşük, ancak kişi bazında yüksek olduğunu göstermektedir. Atıkların işlenmesinde en çok başvurulan yol uzun yıllar imha iken 2016 yılından itibaren geri kazanım hız kazanmıştır. Son beş yıla dair verinin bulunduğu kentsel atığın geri dönüşüm oranının artması olumlu bir gelişmedir. İthalat bağımlılığı, gelişmiş ülkelere göre düşük seviyelerde olmasına rağmen yıllar içinde düşmeyip artmıştır. Son yıllarda, tüm hammaddelerin bağımlılığında düşüş yaşanırken metal cevherler ve fosil enerjideki bağımlılık çok yüksek seyretmiştir. Son olarak, sera gazı emisyonu yıllar içinde ciddi şekilde artarak döngüsel ekonomiye geçişte Türkiye’nin en kötü performans göstergesi olmuştur. Yazında çoğunlukla Avrupa Birliği (AB) ülkeleri konu alınıp Türkiye ile alakalı çalışmalar daha çok teorik çerçeveyi oluşturmak üzerine olduğundan bu çalışma, yazındaki eksikliği gidermektedir. Ülke karşılaştırmaları vasıtasıyla, AB’ye aday ülke olan Türkiye’nin, AB’nin döngüsel ekonomi hedeflerinde, döngüsel ekonomi ve ilgili politikaları benimsemede ilerleme kaydedip kaydetmediğini gözler önüne sermekte ve politika yapıcılara, Türkiye’nin döngüsel ekonomi performansını geliştirebilmesi için önerilerde bulunmaktadır.