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 "COVID-19"

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    Master Thesis
    COVID-19 Sürecinde Hareketlilikte Eşitsizlik: Küresel ve Yerel Analiz
    (Abdullah Gül Üniversitesi, Sosyal Bilimleri Enstitüsü, 2022) Gençaslan, Elif; Gençaslan, Elif; Türk, Umut; Madenoğlu, Fatma Selen; AGÜ, Sosyal Bilimler Enstitüsü, Veri Bilimi Anabilim Dalı; 01. Abdullah Gül University; 03.02. Ekonomi; 03. Yönetim Bilimleri Fakültesi
    This thesis analyzes mobility patterns during the Covid-19 pandemic from a global and local perspective. The global framework includes 37 European countries and the local framework comprises 81 Turkish cities. The study follows the daily mobility trajectories of people from February 2020 to January 2022. The analyzes are conducted to understand the economic opportunities available in countries -at a macro scale- that facilitate or hinder the 'proper' mobility behavior of individuals while focusing on the captive commuters, i.e., the share of the population who need to commute to the work despite the risk of infection and governmental policies. The results indicate that the workforce in regions with higher GDP per capita, education level, and life expectancy at birth was able to reduce their workplace mobility higher than commuters in areas with low income, education level, and life expectancy at birth. Therefore, unprivileged populations were exposed to higher health risks against rapid Covid-19 transmission in Europe and Turkish cities.
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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.