Browsing by Subject "Panel data analysis"
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Item Open Access Analysing the effects of cross-border electricity trade on power production from different energy sources(Bilkent University, 2020-04) Boz, Deniz EgeThis thesis provides empirical evidence to emphasize the crucial role of cross-border electricity trade for decreasing the use of fossil fuels in power industries and attaining higher electricity supply from solar and wind energy sources. We collected data for 48 countries across three continents (the Americas, Europe and Asia) from 1991 to 2018 to create a world sample that would reflect the diversity of various energy mixes in different electricity markets. We showed the existence of long-term relationships between power production from natural gas, solar, wind and the level of cross-border electricity trade through panel unit root and panel cointegration tests. Later on, we conducted panel data analyses that utilize the fixed-effect approach with interactive variables. The empirical evidence reveals that when electricity production from solar and wind energy sources interacts with cross border electricity trade, power production from natural gas decreases statistically significantly. Furthermore, we created efficiency indices for solar and wind energy sources and provide evidence for the increased utilization of solar and wind electricity production in the presence of cross-border electricity trade.Item Open Access The impact of democracy and media freedom on under-5 mortality, 1961–2011(Elsevier Ltd, 2017) Wigley, S.; Akkoyunlu-Wigley, A.Do democracies produce better health outcomes for children than autocracies? We argue that (1) democratic governments have an incentive to reduce child mortality among low-income families and (2) that media freedom enhances their ability to deliver mortality-reducing resources to the poorest. A panel of 167 countries for the years 1961–2011 is used to test those two theoretical claims. We find that level of democracy is negatively associated with under-5 mortality, and that that negative association is greater in the presence of media freedom. These results are robust to the inclusion of country and year fixed effects, time-varying control variables, and the multiple imputation of missing values.Item Open Access The role of firm characteristics on the relationship between gender diversity and firm performance(Emerald Group Publishing Ltd., 2016) Solakoglu, M. N.; Demir, N.Purpose – The purpose of this paper is to understand the effect of gender diversity on firm performance and evaluate how that relationship is influenced by some firm-specific factors for firms in an emerging market. Design/methodology/approach – The authors collected firm level financial data and firm level characteristics for the firms listed in BIST100 index of Borsa Istanbul for the period between 2002 and 2006. Due to endogeneity of gender diversity and firm performance, the authors utilize unbalanced panel data with 2SLS specification. To observe the sensitivity of results across measures of performance, three measures of performance, two accounting-based and one market-based, are utilized. Findings – Overall, the authors find some weak evidence that gender diversity impacts firm performance. In particular, the findings imply significant association between gender diversity and firm performance for firms that are targeting local markets, for firms in the financial sector and for firms that are family or block-owned. Moreover, findings are fragile with respect to the measures of diversity and performance selected. Originality/value – Although the relationship between gender diversity and firm performance are investigated several times in the past, there are not many studies that examines the role of firm-specific factors on that relationship. By revealing the factors that are important, this study provides an explanation why the existing literature leads to mixed results.