Investigation of femicide in Turkey: modeling time series of counts.

Q1 Mathematics Quality & Quantity Pub Date : 2023-01-27 DOI:10.1007/s11135-023-01619-6
Aygül Anavatan, Eda Yalçın Kayacan
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Abstract

This study aims to reveal the relationship between the number of femicide in Turkey, the female unemployment rate, the male unemployment rate, and inflation. The contribution of the study to the literature is that it estimates the relationship between femicides and macroeconomic variables with a method that incorporates the count data. The dataset was analyzed by using the INGARCH model, one of the most popular approaches for count time series data. This model is particularly attractive for dealing with serial dependence and over-dispersion. The findings revealed that an increase in the female unemployment rate and a decrease in the male unemployment rate increases the number of femicide. In addition, it was observed that the number of femicide in the previous month had a negative effect on the current month's number. Increasing the employment rate of women, and women's economic freedom generally, are essential factors in reducing femicide. To prevent femicides, policymakers should aim to increase women's employment.

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土耳其杀戮女性事件调查:计数时间序列建模。
本研究旨在揭示土耳其杀戮女性人数、女性失业率、男性失业率和通货膨胀之间的关系。本研究对文献的贡献在于,它采用了一种包含计数数据的方法来估算杀戮女性事件与宏观经济变量之间的关系。数据集采用 INGARCH 模型进行分析,该模型是处理计数时间序列数据最常用的方法之一。该模型在处理序列依赖性和过度分散性方面特别有吸引力。研究结果表明,女性失业率的上升和男性失业率的下降都会增加杀戮女性的人数。此外,还发现前一个月的杀戮女性人数对当月的杀戮女性人数有负面影响。提高妇女的就业率和妇女的总体经济自由度是减少杀戮女性事件的重要因素。为防止杀戮女性事件的发生,政策制定者应致力于提高妇女的就业率。
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来源期刊
Quality & Quantity
Quality & Quantity 管理科学-统计学与概率论
CiteScore
4.60
自引率
0.00%
发文量
276
审稿时长
4-8 weeks
期刊介绍: Quality and Quantity constitutes a point of reference for European and non-European scholars to discuss instruments of methodology for more rigorous scientific results in the social sciences. In the era of biggish data, the journal also provides a publication venue for data scientists who are interested in proposing a new indicator to measure the latent aspects of social, cultural, and political events. Rather than leaning towards one specific methodological school, the journal publishes papers on a mixed method of quantitative and qualitative data. Furthermore, the journal’s key aim is to tackle some methodological pluralism across research cultures. In this context, the journal is open to papers addressing some general logic of empirical research and analysis of the validity and verification of social laws. Thus The journal accepts papers on science metrics and publication ethics and, their related issues affecting methodological practices among researchers. Quality and Quantity is an interdisciplinary journal which systematically correlates disciplines such as data and information sciences with the other humanities and social sciences. The journal extends discussion of interesting contributions in methodology to scholars worldwide, to promote the scientific development of social research.
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