Veri Bilimi Anabilim Dalı Tez Koleksiyonu

Permanent URI for this collectionhttps://hdl.handle.net/20.500.12573/220

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Browsing Veri Bilimi Anabilim Dalı Tez Koleksiyonu by Subject "Econometrics"

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    Master Thesis
    Ekonomik Belirsizlik ve COVID-19 Salgınının Türkiye'de Eğitim Durumuna Göre İşgücüne Etkisinin Analizi: Svar Yaklaşımı
    (Abdullah Gül Üniversitesi, Sosyal Bilimleri Enstitüsü, 2022) Kılıç, Edanur; Kılıç, Edanur; Polat, Ali Yavuz; AGÜ, Sosyal Bilimler Enstitüsü, Veri Bilimi Anabilim Dalı; 01. Abdullah Gül University
    The economic downturns affect the fluctuations in the labor force participation rate. The pandemic brings about many changes in different areas and the labor force participation rate is one of them. This study analyses the impact of economic uncertainty innovations on the labor force participation rate in Turkey for the period January 2011 to November 2019. We also consider different educational attainment, which consists of five categories, because finding a job gets hard in recent years and there is no academic study on whether education level matters or not in Turkey. We obtain an economic uncertainty index to analyze the effect of Covid-19 and generate multivariate models (SVAR) to determine the relationship between uncertainty and labor force participation rate. We examine labor force statistics at different educational attainment levels to understand whether there are any changes or not. Thus, the main research question is that 'How is the impact of uncertainty shocks on labor force participation rate in different levels of education in Turkey?'. The results show that the labor force participation rate decreases, while the unemployment rate increases in such an economic downturn.
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    Master Thesis
    Yaşam Kalitesi Standartları Türkiye'de Şehirlerin Çekiciliğini ve İç Göçü Ne Düzeyde Etkilemektedir?
    (Abdullah Gül Üniversitesi / Sosyal Bilimler Enstitüsü, 2023) Özer, İsmet Selçuk; Türk, Umut; AGÜ, Sosyal Bilimler Enstitüsü, İşletme ve Ekonomi İçin Veri Bilimi Ana Bilim Dalı; 01. Abdullah Gül University; 03.02. Ekonomi; 03. Yönetim Bilimleri Fakültesi
    The current study reexamines the link between quality of life (QoL) factors, city attractiveness, and internal migration in Turkey. The management of internal flows can bring significant benefits to a country in balancing the opportunities between regions or cities. To tackle unequal access to opportunities, the factors that induce internal migration should be understood. This study examines a set of pull and push factors for internal migration by spatial econometric analysis and GIS applications. This thesis finds that when the accessibility of amenities increases, the city becomes more attractive and preferable for migrants. In addition, socioeconomic factors also play a significant role in the decision-making process of migrants. In this study, this thesis used a panel dataset that includes socioeconomic and contextual data such as distances to the amenities for each Turkish city in the years between 2012 and 2021. The results show that, in Turkey, internal migration flows from the East to the West, where opportunities are better. Finally, the human capital level of migrants can cause a variety of thoughts about factors, and it can change the order of significance of the variables for people who have a different level of human capital such as education level. Based on the findings, the paper offers several policy suggestions for ensuring a balanced migration in Turkey.