Conventional and Unconventional Participation in Latin America: A Hierarchical Latent Class Approach
Working Paper No.:  138
Date Published:  2020-04-24

Author(s):

R. Michael Alvarez, California Institute of Technology

Gabriel Katz, University of Exeter

Ines Levin, University of California, Irvine

Lucas Nuñez, George Mason University


Abstract:

Building on Alvarez, Levin, and Núñez (2017), we implement a hierarchical latent class model to analyze political participation from a comparative perspective. Our methodology allows simultaneously: (i) estimating citizens’ propensity to engage in conventional and unconventional modes of participation;(ii) classifying individuals into underlying “types” capturing within- and cross-country variations in participation; and (iii) assessing how this classification varies with micro- and macro-level factors. We apply our model to Latin American survey data. We show that our method outperforms alternative approaches used to study participation and derive typologies of political engagement. Substantively, we find that the distribution of participatory types is similar throughout the continent, and that it correlates strongly with respondents’ socio-economic characteristics, ideological preferences and crime victimization.


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