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Relationship between Organic Agriculture And GDP Per Capita, Economic Growth, and Unemployment: Panel Data Analysis 有机农业与人均 GDP、经济增长和失业率之间的关系:面板数据分析
Pub Date : 2024-07-19 DOI: 10.26650/istjecon2023-1362783
Kurtuluş Merdan
The increase in the world population recently has also increased the need for agricultural products. The need for food products has made it necessary to obtain more products per unit area. At this point, producers have focussed on the use of hormones, chemicals, and fertilisers to increase productivity and meet the demand for cheap food, and the process that increases production in the short term has become a threat to human health in the long term. Over time, the negative effects of chemicals on humans and the environment were observed, forcing producers to seek new methods. This process has led to independent studies on organic agriculture in every country. In this study, the effects of organic agriculture on some economic variables were revealed. In this context, the analyses focus now the variables of area allocated to organic agriculture on a regional basis, production amount and number of producers affected GDP per capita, economic growth, and unemployment in Turkey between 2003 and 2021. The scientific dimension of the study was prepared using data obtained from domestic and foreign literature and the electronic database of the Ministry of Food, Agriculture and Livestock. In this study, in which panel data analysis was used, EViews 12 programme was employed. For the variables used in the study, the geographical region cross-section dependence was determined, and the stationarity of the series was examined with the CIPS (Cross-Sectionally Augmented IPS) unit root test. As a result of the study, it was determined that organic production amount, number of organic farmers, and organic production area did not have a significant effect on economic growth and unemployment. Organic production area and the number of organic farmers had a positive and significant effect on GDP per capita, but the amount of organic production did not have a significant relationship.
近来,世界人口的增长也增加了对农产品的需求。对食品的需求使得有必要在单位面积上获得更多的产品。此时,生产者集中使用激素、化学品和化肥来提高生产率,满足人们对廉价食品的需求,而这种短期内提高产量的过程,从长远来看却成了对人类健康的威胁。随着时间的推移,化学品对人类和环境的负面影响逐渐显现,迫使生产者寻求新的方法。在这一过程中,各国都对有机农业进行了独立研究。这项研究揭示了有机农业对一些经济变量的影响。在此背景下,分析的重点是 2003 年至 2021 年期间土耳其按地区分配的有机农业面积、生产量和生产者数量等变量对人均国内生产总值、经济增长和失业率的影响。本研究的科学层面采用了从国内外文献和土耳其食品、农业和畜牧业部电子数据库中获取的数据。本研究采用面板数据分析,使用了 EViews 12 程序。对于研究中使用的变量,确定了地理区域横截面依赖性,并使用 CIPS(Cross-Sectionally Augmented IPS)单位根检验法检验了序列的静止性。研究结果表明,有机生产量、有机农户数量和有机生产面积对经济增长和失业率没有显著影响。有机生产面积和有机农户数量对人均国内生产总值有正向显著影响,但有机生产量没有显著关系。
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引用次数: 0
Panel Data Analysis of Export Structure and Growth: Case of BRICS-T Countries* 出口结构与增长的面板数据分析:金砖四国案例*
Pub Date : 2024-07-19 DOI: 10.26650/istjecon2023-1296901
Necip Dündar, Y. Bayraktar
Realisation of specialisation in areas dominated by technological production structure and the technological level of exported goods are essential determinants of macroeconomic performance. Therefore, the export structure and technological level of exported goods are highly significant. In this study, the relationship between real GDP and exports of goods produced in BRICS-T countries with low, medium, and high levels of skill and technology is investigated. In the panel data analysis using data for the period 1995–2020, the cointegration relationship between the variables was examined, and it was concluded that there is no long-run relationship between real GDP and goods produced in labour-resource intensive, low, medium, and high skill and technology levels of countries. In addition, a causality test using Dumitrescu and Hurlin’s (2012) linear heterogeneous model was carried out. The test results showed a unidirectional causality relationship between real GDP and goods with low and high skill and technology but a bidirectional causality relationship between real GDP and labour-resource-intensive goods.
在以技术生产结构和出口商品技术水平为主导的领域实现专业化,是宏观经济运行的重要决定因素。因此,出口结构和出口商品的技术水平意义重大。本研究探讨了金砖五国中技能和技术水平较低、中等和较高的国家的实际 GDP 与出口商品之间的关系。在使用 1995-2020 年数据进行的面板数据分析中,研究了变量之间的协整关系,得出的结论是,实际 GDP 与劳动资源密集型、低、中、高技能和技术水平国家生产的商品之间不存在长期关系。此外,还利用 Dumitrescu 和 Hurlin(2012 年)的线性异质模型进行了因果关系检验。检验结果显示,实际 GDP 与低技能和高技术产品之间存在单向因果关系,但实际 GDP 与劳动资源密集型产品之间存在双向因果关系。
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引用次数: 0
Public Policies on the Socioeconomic Effects of Migration 关于移民社会经济影响的公共政策
Pub Date : 2024-07-19 DOI: 10.26650/istjecon2023-1321940
Ezgim Çarboğa Yavuz, Nazan Susam
To develop a public policy, it is important to understand the experiences of forced migrants. This study reveals the effects of forced migration on public finances in countries hosting displaced people. In this context, public policy support for access to basic humanitarian needs such as education and health, which are semi-public goods, will be evaluated through a quantitative analysis. Interviews with refugees within the scope of this research draw a picture of the current situation. Thus, evaluating the effectiveness and shortcomings of existing policies and determining the policy support needed are among the unique values of this research. Since migration is a dynamic process, it is also aimed to provide a basis for future studies in this field and to reveal the current situation.
要制定公共政策,就必须了解被迫移民的经历。本研究揭示了被迫移民对流离失所者收容国公共财政的影响。在此背景下,将通过定量分析评估公共政策对满足教育和医疗等基本人道主义需求的支持,这些需求属于半公共产品。在本研究范围内对难民进行的访谈描绘了目前的状况。因此,评估现有政策的有效性和不足,确定所需的政策支持,是本研究的独特价值之一。由于移民是一个动态的过程,本研究还旨在为今后在这一领域的研究提供基础,并揭示当前的形势。
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引用次数: 0
Exploring the Impact of Behavioural Factors and Personality Traits on Private Pension System Participation: A Machine Learning Approach 探索行为因素和个性特征对参与私人养老金制度的影响:机器学习方法
Pub Date : 2024-07-19 DOI: 10.26650/istjecon2023-1360545
Can Verberi, Muhittin Kaplan
This study aims to investigate the effects of personality traits, in addition to basic financial literacy, private pension literacy and behavioural factors on Private Pension System (PPS) participation using machine learning algorithms. The PPS participation model was trained using both random forest and LightGBM algorithms, and the contributions of model inputs in the prediction of pension participation were interpreted using the Tree SHAP algorithms with swarmplots. The data employed in the empirical analysis is survey data collected from the Şırnak province of Türkiye with a sample size of 449. The findings of the study shows that: (i) PPS participation is more likely for females and middle-aged people; (ii) High basic financial literacy has a negative impact on PPS participation; (iii) Extraversion is the key personality trait affecting PPS participation; (iv) Advanced pension literacy has more impact on participation than simple pension literacy: (v) Present-fatalistic tendency is key behavioural factor and it negatively affects PPS; (vi) Present-hedonistic, conscientiousness, future-time orientation, and locus of control tendencies increase PPS participation. Furthermore, the distribution of colours in LightGBM has a greater degree of uniformity in both directions compared with the random forest algorithm. Finally, to increase PPS participation, the results of the study suggest the implementation of the following policy measures: Tailored pension literacy programmes can help to increase pension participation rates. Incentives should be created to prevent narrow-minded behaviour and establish a sense of protection and control around PPS, targeting middle-aged individuals and women.
本研究旨在利用机器学习算法研究人格特质、基本金融知识、私人养老金知识和行为因素对私人养老金制度(PPS)参与的影响。使用随机森林算法和 LightGBM 算法对 PPS 参与度模型进行了训练,并使用 Tree SHAP 算法和 swarmplots 对模型输入在预测养老金参与度中的贡献进行了解释。实证分析中使用的数据是从土耳其舍尔纳克省收集的调查数据,样本量为 449 个。研究结果表明(i)女性和中年人更有可能参与 PPS;(ii)高基础金融知识对 PPS 的参与有负面影响;(iii)外向性是影响 PPS 参与的关键人格特质;(iv)高级养老金知识比简单养老金知识对参与的影响更大:(v)现时宿命倾向是关键行为因素,对 PPS 有负面影响;(vi)现时享乐主义、自觉性、未来时间取向和控制倾向会增加 PPS 的参与。此外,与随机森林算法相比,LightGBM 的颜色分布在两个方向上具有更大的均匀性。最后,为提高 PPS 参与率,研究结果建议实施以下政策措施:量身定制的养老金扫盲计划有助于提高养老金参与率。应针对中年人和妇女制定激励措施,以防止狭隘的行为,并建立对 PPS 的保护和控制意识。
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引用次数: 0
Analysis of Istanbul Stock Market Returns Volatility with ARCH and GARCH Models 利用 ARCH 和 GARCH 模型分析伊斯坦布尔股市的回报波动性
Pub Date : 2024-07-19 DOI: 10.26650/istjecon2023-1276992
İpek M. Yurttagüler
In today’s world where globalization is intensely experienced, differences in risk perception, developments in capital markets, and the negativities faced in the markets due to uncertainty are very important when researching the structures of the stock markets, and therefore determining current volatilities. One of the biggest problems encountered is the inability to price stocks effectively. Therefore, estimating and modeling volatility becomes crucial. The diversity of the portfolio, created by international investors in the financial markets and the sustainability of their investment decisions, are closely related to the volatility variable. However, the fact that financial markets are more fragile in developing countries increases the importance of volatility. There are many different methods in the literature when estimating volatility. Due to the inadequacy of traditional time series models in estimating volatility, conditional heteroskedasticity models are used with ARCH and GARCH class models being frequently used. In this study, the series of daily opening values of the ISE100 Index covering from 02.01.2003 to 30.09.2022 was estimated using ARCH/GARCH models for volatility with the aim to determine which model has the higher explanatory power. According to the findings, the GARCH(1,1) model gave more meaningful results in explaining the ISE100 return volatility.
当今世界,全球化浪潮席卷全球,在研究股票市场结构,进而确定当前波动率时,风险意识的差异、资本市场的发展以及市场因不确定性而面临的负面因素都非常重要。所遇到的最大问题之一就是无法有效地对股票进行定价。因此,对波动率进行估计和建模就变得至关重要。国际投资者在金融市场上创建的投资组合的多样性及其投资决策的可持续性与波动变 量密切相关。然而,发展中国家的金融市场更为脆弱这一事实也增加了波动性的重要性。在估算波动率时,文献中有许多不同的方法。由于传统的时间序列模型在估计波动率方面存在不足,因此使用了条件异方差模型,其中 ARCH 和 GARCH 类模型经常被使用。在本研究中,使用 ARCH/GARCH 模型对 ISE100 指数从 2003 年 1 月 2 日至 2022 年 9 月 30 日的每日开盘值序列进行了波动率估计,目的是确定哪种模型具有更高的解释力。研究结果表明,GARCH(1,1) 模型在解释 ISE100 指数收益波动性方面给出了更有意义的结果。
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引用次数: 0
Decoding Inflation: Role of Institutional Quality in Türkiye Using Advanced Econometric Techniques 解码通货膨胀:使用高级计量经济学技术解读土耳其体制质量的作用
Pub Date : 2024-07-19 DOI: 10.26650/istjecon2023-1263485
Y. Çi̇çen
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引用次数: 0
A Better Proxy for Technology Determinant of Economic Growth: The International Digital Economy and Society Index 经济增长技术决定因素的更好替代品:国际数字经济与社会指数
Pub Date : 2024-07-19 DOI: 10.26650/istjecon2023-1327567
Elif Asoy
The importance of information communication technology in fueling economic growth is widely acknowledged. In the current digital era, the International Digital Economy and Society Index (I-DESI) offers a more precise depiction alternative to the ICT indicators by serving as a better proxy for changes in the factors of production. It monitors the advancement of ICT in the EU27 and 14 non-EU nations, highlighting their strides towards a technology-driven economy. The objective of the study was to evaluate the influence of the I-DESI on economic growth through the utilization of the panel data method. Hence, gross domestic product (GDP) measured at constant prices was utilized as the dependent variable in the analysis, while the Index of Digital Economy and Society Integration (I-DESI), calculated by the European Commission, served as the independent variable. However, it’s important to note that the described index is current and limited at present. In line with this constraint, only four years of data, spanning from 2015 to 2018, were available. To ensure the accuracy of the model, diagnostic tests were conducted, and the Driscoll-Kraay standard error model was employed to assess the outcomes. Two models were constructed to achieve this goal, with the initial one revealing the relationship between the I-DESI and economic growth. The second model aimed to pinpoint the dimensions of the I-DESI that had the greatest impact on growth. According to findings obtained from the analysis, I-DESI and certain subdimensions which are digital skills, use of internet, integration of digital technology, and digital public services affect economic growth positively and significantly. A one percent increase in I-DESI results in a one percent increase in GDP. Similarly, each subdimension mentioned, where meaningful relationships have been identified, possesses explanatory power for GDP. Furthermore, evaluating the coefficient of these independent variables, changing the weight of dimensions can be considered.
信息通信技术在推动经济增长方面的重要性已得到广泛认可。在当前的数字时代,国际数字经济和社会指数(I-DESI)通过更好地代表生产要素的变化,为信息和通信技术指标提供了更精确的描述。该指数监测欧盟 27 国和 14 个非欧盟国家的信息和通信技术发展情况,突出显示了这些国家在技术驱动型经济方面取得的进步。研究的目的是通过利用面板数据方法,评估 I-DESI 对经济增长的影响。因此,以不变价格计算的国内生产总值(GDP)被用作分析的因变量,而欧盟委员会计算的数字经济与社会融合指数(I-DESI)则被用作自变量。不过,需要注意的是,所述指数是当前的,而且目前还很有限。根据这一限制,只能获得从 2015 年到 2018 年的四年数据。为确保模型的准确性,我们进行了诊断测试,并采用 Driscoll-Kraay 标准误差模型来评估结果。为实现这一目标,我们构建了两个模型,第一个模型揭示了 I-DESI 与经济增长之间的关系。第二个模型旨在确定 I-DESI 中对经济增长影响最大的方面。根据分析结果,I-DESI 和某些子维度(即数字技能、互联网使用、数字技术整合和数字公共服务)对经济增长产生了积极而显著的影响。I-DESI 每增加一个百分点,国内生产总值就会增加一个百分点。同样,所提到的每一个子维度,只要找到了有意义的关系,都对国内生产总值具有解释力。此外,在评估这些自变量的系数时,可以考虑改变各维度的权重。
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引用次数: 0
Panel Causality Analysis of the Relationship among the Rule of Law, Technological Advances, Competitiveness, and Value-Added* 法治、技术进步、竞争力和附加值之间关系的面板因果关系分析*
Pub Date : 2024-07-19 DOI: 10.26650/istjecon2023-1298039
Doğan Keşap, Ali Sandalcılar
The status of countries within the global value chain varies depending on the importance of national production capabilities in the global economy. From this perspective, there is a need for a value-added production approach that focuses on innovation and competitiveness. Technological advances and institutions are considered to play a significant role in transforming the economy towards an innovation-driven one to meet these needs. The aim of this paper is to investigate the relationship among technological advances, the rule of law as a proxy for institutions, value-added production, and competitiveness in a way that reflects cross-country divergence. Through an analysis employed independently of countries’ existing levels of development, it will be possible to evaluate whether the factors associated with institutions and innovation can produce similar results in all circumstances and for each country. In this context, a panel causality analysis that considers cross-sectional heterogeneity is employed. The analysis shows bidirectional causality between the variables, except for value-added to the rule of law. However, the results also support the existence of cross-country divergence. These findings suggest that future policy plans should be designed to consider the multidimensional nature of country-specific factors, alongside technological advances and the rule of law, and to ensure the integration of both national and international economic objectives.
各国在全球价值链中的地位因国家生产能力在全球经济中的重要性而异。从这一角度来看,有必要采取注重创新和竞争力的增值生产方式。为满足这些需求,技术进步和制度被认为在经济向创新驱动型转型方面发挥着重要作用。本文旨在研究技术进步、作为制度替代物的法治、增值生产和竞争力之间的关系,以反映跨国差异。通过独立于各国现有发展水平的分析,可以评估与制度和创新相关的因素是否能在所有情况下为每个国家带来相似的结果。为此,我们采用了考虑横截面异质性的面板因果关系分析。分析表明,除法治增值外,其他变量之间存在双向因果关系。不过,分析结果也证明了跨国差异的存在。这些研究结果表明,在制定未来的政策计划时,除了考虑技术进步和法治因素外,还应考虑具体国家因素的多面性,并确保将国家和国际经济目标结合起来。
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引用次数: 0
Contribution of Finance and Transport Indicators on Carbon Emissions: Evidence from Eurasian Countries 金融和交通指标对碳排放的贡献:欧亚国家的证据
Pub Date : 2024-07-19 DOI: 10.26650/istjecon2023-1297708
Kenan Ilarslan, Tuğrul Bayat
Carbon emission is one of the most significant causes of environmental degradation, global warming, and extraordinary meteorological events. It has reached a level that threatens the future of countries and human beings. To combat carbon emission, it is necessary to know the causes for developing policies. Environmental quality is a fundamental aspect of sustainable development in economies worldwide. In this context, Eurasian geography has always been an important region in the history of the world with its location, underground, and surface resources. Today, the region makes its strategic importance even more evident. The communist USSR ruled Eurasian countries, which served as a buffer between the Western world and China for many years. These countries, which gained their independence in the 1990s, have not yet fully captured the values of the modern world, such as democracy and a free market economy. This study focuses on Eurasian countries. This study aimed to determine the factors affecting carbon emissions. Foreign direct investment and transportation contribute significantly to carbon emission, which reduces environmental quality. Therefore, in this study, we investigated whether rail and road passenger transport and foreign direct investment affect carbon emission in Eurasian countries. The concurrent panel quantile regression method was used to estimate this relationship between 1992 and 2020. The results revealed that rail and road passenger transport and foreign direct investment increase emissions. Additionally, no clear result could be obtained regarding the effect of the GDP per capita variable. To support these findings, analyses were performed using the robust quantile regression method, and strong empirical evidence was obtained, particularly for the impacts of foreign direct investment and rail passenger transport on emissions.
碳排放是造成环境恶化、全球变暖和异常气象事件的最重要原因之一。它已经达到了威胁国家和人类未来的程度。为了应对碳排放,有必要了解其原因并制定相关政策。环境质量是全球经济可持续发展的一个基本方面。在此背景下,欧亚大陆的地理位置、地下和地表资源一直是世界历史上的重要地区。如今,该地区的战略重要性更加明显。共产主义苏联统治欧亚国家多年,成为西方世界和中国之间的缓冲地带。这些国家在 20 世纪 90 年代获得独立,但尚未完全掌握现代世界的价值观,如民主和自由市场经济。本研究的重点是欧亚国家。本研究旨在确定影响碳排放的因素。外商直接投资和交通在很大程度上造成了碳排放,从而降低了环境质量。因此,本研究调查了铁路和公路客运以及外国直接投资是否影响欧亚国家的碳排放。研究采用并行面板量化回归法对 1992 年至 2020 年间的这一关系进行了估计。结果显示,铁路和公路客运以及外国直接投资增加了排放量。此外,人均 GDP 变量的影响没有明确结果。为了支持这些结论,我们使用稳健的量化回归方法进行了分析,并获得了强有力的经验证据,特别是外国直接投资和铁路客运对排放的影响。
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引用次数: 0
Empirical Analysis of Turkish Banking Sector Institutional and Macroeconomic Determinants of Risks 土耳其银行业机构和宏观经济风险决定因素的实证分析
Pub Date : 2024-07-19 DOI: 10.26650/istjecon2023-1288872
Hikmet Akyol, Selim Başar
This research examines the macroeconomic and institutional sources of individual, systemic, and systematic risks in the Turkish banking sector. The period between 2008:Q3 and 2019:Q3 of the nine deposit banks selected for this purpose were estimated using panel data analysis estimators. The results indicate that selected macroeconomic and institutional variables affect banking risks. These findings are important for revealing the institutional and macroeconomic sources of risks in the Turkish banking sector. Therefore, the results contain significant propositions for researchers, market participants, and politicians. Market participants and researchers can anticipate defaults and financial instability using selected macroeconomic and institutional variables. The estimation results reveal Turkish banks’ institutional soundness and financial performance strength. In addition, the extent to which banks are effective intermediaries in the sector was analysed. This research documented a strong link between global market indicators and banking risks.
本研究探讨了土耳其银行业个体风险、系统风险和系统风险的宏观经济和制度来源。使用面板数据分析估算器估算了九家存款银行在 2008:Q3 至 2019:Q3 期间的风险。结果表明,选定的宏观经济和制度变量会影响银行风险。这些发现对于揭示土耳其银行业风险的制度和宏观经济来源非常重要。因此,研究结果为研究人员、市场参与者和政治家提出了重要的命题。市场参与者和研究人员可以利用选定的宏观经济和机构变量来预测违约和金融不稳定性。估算结果揭示了土耳其银行的机构健全性和财务业绩实力。此外,还分析了银行在多大程度上是该行业的有效中介。这项研究记录了全球市场指标与银行风险之间的紧密联系。
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引用次数: 0
期刊
Istanbul Journal of Economics / İstanbul İktisat Dergisi
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