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Relations between economic development violence and corruption: A nonparametric approach with DEA and data panel

机译:经济发展暴力与腐败之间的关系:DEA和数据面板的非参数方法

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摘要

This research analyses the connection between homicides, corruption, and economic development in Colombian government departments. This empirical research explores the trends of homicides, corruption, and economic development utilizing different estimation techniques: DEA and econometric analysis with panel data. The DEA is applied to assess socioeconomic performance and interactions of homicides, corruption, and economic progress in Colombian, according to the rank and uncertainty of corruption and violence. Econometric models are Generalized Method of Moments (GMM) estimates to determine the incidence of some institutional and socioeconomic variables on the score range of uncertainty and risk generated by DEA in terms of the level of corruption and homicides. Estimates with DEA data envelopment analysis shows that the risk score associated with homicides and corruption has different tendencies, socioeconomic and political instability are causes that explain the behaviour of this variable over time. The results of the panel data estimation show that there are several hypotheses and theories that explain the effects of corruption and violence on the economic development of countries. This finding indicates the importance of developing effective policies that strengthen public administration, the judicial structure, and public social spending and thus rupture the cycles of corruption and homicides that prevent the creation of sustained economic growth and development.
机译:这项研究分析了哥伦比亚政府部门中凶杀,腐败与经济发展之间的联系。这项实证研究利用不同的估算技术探讨了凶杀,腐败和经济发展的趋势:DEA和带有面板数据的计量经济分析。根据腐败和暴力的等级和不确定性,DEA用于评估哥伦比亚的社会经济绩效以及凶杀,腐败和经济进步的相互作用。计量经济学模型是广义矩法(GMM)的估计值,用于确定一些机构和社会经济变量在DEA产生的不确定性和风险得分范围内的腐败和凶杀等级上的发生率。 DEA数据包络分析的估计表明,与凶杀和腐败相关的风险评分具有不同的趋势,社会经济和政治不稳定是解释该变量随时间变化的原因。面板数据估计的结果表明,有几种假设和理论可以解释腐败和暴力对国家经济发展的影响。这一发现表明,制定有效政策以加强公共行政,司法结构和公共社会支出的重要性,从而打破破坏腐败和凶杀的循环,阻止建立可持续的经济增长和发展。

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