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Cluster Analysis for Political Scientists

Applied Mathematics 2014年第15期5卷 2408-2415页

作者： dalson britto figueiredo filho Enivaldo Carvalho da Rocha José Alexandre da Silva Júnior Ranulfo Paranhos Mariana Batista da Silva Bárbara Sofia Félix Duarte Department of Political Science Federal University of Pernambuco Recife Brazil Institute of Social Science Federal University of Alagoas Maceió Brazil

This paper provides an intuitive introduction to cluster analysis. Our targeting audience are both scholars and students in Political Science. Methodologically, we use basic simulation to illustrate the underlying logic of cluster analysis and we replicate data from Coppedge, Alvarez and Maldonado (2008)?[1]?to classify political regimes according to Dahl’s (1971)?[2]?polyarchy dimensions: contestation and inclusiveness. With this paper, we hope to help novice scholars to understand and employ cluster analysis in Political Science empirical research.

关键词： Cluster Analysis Q Analysis Political Regimes

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The Global Leprosy Assessment Index(GLAI):A new approach for measuring the severity of disease in Brazil

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Infectious Medicine 2023年第2期2卷 128-135页

作者： Lucas Silva Thiago Rocha dalson figueiredo filho Department of Medicine Universidade Estadual de Ciências da Saúde do Estado de AlagoasMaceio 57010-382ALBrazil Department of Political Science Universidade Federal de PernambucoRecife 50670-901PEBrazil

Background:In Brazil,the Ministry of Health(MH)monitors leprosy using 15 indicators,with the aim of imple-menting and evaluating evidence-based public ***,an excessive number of variables can compli-cate the definition of objectives and verification of epidemiological ***:In this paper,we develop the Global Leprosy Assessment Index(GLAI),a composite measure that integrates two key dimensions for the control the disease:epidemiological and *** a confirmatory factor analysis model to examine 2020 state-level data,we have standardized GLAI to a range of 0 to ***:Higher values within this range indicate a greater severity of the *** mean value of the GLAI was 0.67,with a standard deviation of *** has the highest value,followed by Paraíba with 0.88 while Tocantins records the lowest value of the indicator,followed by Mato Grosso with *** epidemiological and operational indicators have a positive but statistically insignificant correlation(r=0.25;p-value=0.20).Conclusions:The development of evidence-based public policies depends on the availability of valid and reliable *** GLAI presented in this paper is easily reproducible and can be used to monitor the disease with disaggregated ***,the GLAI has the potential to serve as a more robust parameter for evaluating the impact of actions designed to eradicate leprosy in Brazil.

关键词： Leprosy Transmissible disease control Public health policy Health indicator Factor analysis

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