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Quantitative Methods (Political Science)

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Quantitative methods in political science refer to the systematic empirical investigation of political phenomena through statistical, mathematical, or computational techniques. These methods involve the collection and analysis of numerical data to test hypotheses, identify patterns, and make predictions about political behavior and institutions.
lightbulbAbout this topic
Quantitative methods in political science refer to the systematic empirical investigation of political phenomena through statistical, mathematical, or computational techniques. These methods involve the collection and analysis of numerical data to test hypotheses, identify patterns, and make predictions about political behavior and institutions.

Key research themes

1. How do quantitative methodologies operationalize complex political phenomena and improve measurement validity in Political Science?

This research theme explores how quantitative methods provide rigorous frameworks and tools to conceptualize, measure, and analyze multifaceted political concepts such as democracy, partisanship, territorial beliefs, and crisis events. The focus is on overcoming longstanding measurement challenges through multidimensional indices, advanced modeling approaches, and novel data structures, thereby enabling more accurate and insightful empirical assessments in Political Science.

Key finding: Develops a new disaggregated and historical conceptualization of democracy that moves beyond unidimensional, snapshot indicators. This approach by Coppedge et al. operationalizes democracy as a multi-level, multi-faceted... Read more
Key finding: Identifies critical methodological flaws in prior quantitative work analyzing partisan effects on liberalization and de-liberalization, specifically the artificial inflation of observations in time-series cross-sectional... Read more
Key finding: Uses multi-wave panel data and multi-item expressive partisanship scales to demonstrate partisanship as a social identity construct in a European multi-party context. The quantitative analysis delineates how strong partisan... Read more
Key finding: Employs a survey experiment in Japan to differentiate between the concept of territorial indivisibility and individual beliefs about indivisibility, introducing historical ownership as a key driver shaping these beliefs. The... Read more
Key finding: Presents a novel ontology and structured event dataset capturing over a century of international crises by applying combined human coding and natural language processing to high-quality crisis narratives. The research... Read more

2. How can quantitative methods address the challenges of political behavior measurement and causal inference in complex contexts?

This theme focuses on the use of quantitative experimental designs, counterfactual analyses, and advanced survey methodologies to mitigate common pitfalls like social desirability bias, confounding factors, and measurement error in political behavior research. It emphasizes methodological innovations that enable stronger causal identification and robust inference about attitudes, voting behavior, and conflict-related preferences, especially under conditions of sensitive or complex phenomena.

Key finding: Employs a counterfactual simulation methodology utilizing regression models on ANES 2020 survey data to isolate and quantify the relative influence of COVID-19 pandemic-related considerations on vote choice in the 2020 U.S.... Read more
Key finding: Uses comparative case study analysis to quantitatively assess the pedagogical effectiveness of collaborative final projects versus individual projects in political science quantitative methods instruction across two... Read more

3. How do quantitative approaches reveal the dynamics of distributive politics and political violence through fine-grained data modeling?

This theme investigates how detailed quantitative data and modeling techniques can uncover patterns and causal mechanisms in policy distribution and conflict dynamics. It includes analyses of partisan influence on federal grant allocation and the impact of atypical violent events on conflict escalation, leveraging event data, fixed-effects models, signal processing tools, and structural change detection to move beyond aggregate descriptions toward understanding underlying political processes.

Key finding: Using a two-way fixed-effects econometric model on city-level federal grant data from 2005-2020, the study provides quantitative evidence that presidents allocate more federal block and project grants to cities governed by... Read more
Key finding: Combines novel micro-level event data with Discrete Fourier Transform (DFT) and Bayesian Poisson Change Point Analysis to quantitatively assess the differential impact of atypical violent acts (kidnapping and murder of a... Read more
Key finding: Employs comparative quantitative analysis of objective and subjective measurement techniques applied to subnational political units in Ukraine, revealing variable degrees of correlation and complementarity between methods.... Read more

All papers in Quantitative Methods (Political Science)

by XX Liu
FullText:https://doi.org/10.5281/zenodo.17047500 This research draws on the perspective of physical dynamics to construct a "Rheological Model of Political Systems" for analyzing Political System change. First, the fundamental analytical... more
We explore a few of the most novel research designs
and sets of methodological tools that legislative scholars are
using to draw empirical inferences
Essa narrativa pode influenciar jovens em situação de vulnerabilidade a buscar esses símbolos de status por meios ilícitos, como o roubo e o tráfico de drogas, na tentativa de alcançar reconhecimento e admiração.
In 2023, Argentina experienced an electoral scenario marked by the tension between continuity and alternation of political forces in a context of multi-level elections. The socioeconomic and inflationary crisis generated uncertainty about... more
People are commonly expected not to waste their vote on parties with small probabilities of being elected. Yet, many end up voting for underdogs. We argue that voters gauge the popular support for their preferred party from their social... more
Turkey made its first significant efforts to democratize civil-military relations in line with Western standards in the early 2000s, as part of the European Union harmonization reforms. Although legal and institutional arrangements for... more
There is a continuing debate over the political importance and durability of partisan attachments in European multi-party systems. Drawing on a nationally representative five-wave panel, we provide a longitudinal test of the power of... more
We present a model and a laboratory experiment on the informativeness of debate, varying both informational and institutional variables. The informational variable we focus on is a novel factor affecting the extent to which audience... more
Test de creativitate ? (in colaborare) Test de originalitate ? (in colaborare) Povestea 1 2 capre s-au intalnit pe podet… Continuati povestea. Povestea 2 2 portocale stau de vorba despre ora de chimie. Creati un posibil scenariu al... more
List experiments are a widely used survey technique for estimating the prevalence of socially sensitive attitudes or behaviors. Their design, however, makes them vulnerable to bias: because treatment group respondents see a greater number... more
Este artigo debate ilegalismos populares, atuação estatal e conflito violento nas margens urbanas. O trabalho se embasa em entrevistas em profundidade realizadas com moradores de uma área empobrecida da Área Metropolitana de Buenos Aires... more
This paper proposes a structural approach to measuring the e¤ects of electoral accountability. We estimate a political agency model with imperfect information in order to identify and quantify discipline and selection e¤ects, using data... more
Despite the substantial body of research on compulsory voting's (CV) relationship with turnout, much remains unknown about the role of different types of CV rules, their enforcement, and their ability to prevent the secular turnout... more
Saya kira keliru, cara membandingkan uji forensik dengan survei opini karena yang diuji BEDA. Uji forensik memeriksa benda fisik IJAZAH, ada kertasnya, ada tintanya,ada tulisannya, ada fotonya. Survei memeriksa OPINI orang tentang sesuatu... more
In coalition governments, parties need to agree on a common policy position. Whose preferences prevail? The proportionality hypothesis, the idea that coalition partners’ influence on policy is proportional to their share of seats, has... more
sta pesquisa tem como objetivo verificar a interferência de variáveis criminais não letais no quantitativo de mortalidade por homicídios no Brasil. Foi proposto um estudo descritivo, usando como base documental os Anuários Brasileiros de... more
Expanding on "The Eternal March: A Syncretic Odyssey of Power and War", this article presents the Cultural Militarism Index (CMI), a new framework that addresses a key gap in conflict studies. While traditional indices focus on material... more
In the second section we discuss in general terms how the Varieties of Democracy (V-Dem) project differs from extant indices and how the novel approach taken by V-Dem might assist the work of activists, professionals, and scholars.... more
This chapter examines recent processes of political territorialization in Argentina through the lens of electoral geography. Drawing on a multiscalar perspective, it argues that the Argentine political system has undergone increasing... more
Africa’s arbitrary country borders have been seized upon as sources of “natural experiments”: having randomly assigned people to different country treatments, differences in outcomes on either side of the border can then be attributed to... more
Unsupervised learning of disease subtypes from multi-omics data presents a significant opportunity for advancing personalized medicine. We introduce OmicsCL, a modular contrastive learning framework that jointly embeds heterogeneous omics... more
Resumen: Entre 1999 y 2007, el análisis de la brecha de género del voto en Argentina revela dinámicas complejas y regionalizadas. Si bien en el nivel nacional las diferencias de voto entre mujeres y hombres no son cuantitativamente... more
The legislative agenda in most parliamentary systems is controlled tightly by the government and bills offered by individual members of parliament have low rates of success. Yet, members of parliament (MPs) do seek to present (private)... more
We revisit the simultaneous equations model of rebellion, mobilization, grievances and repression proposed by . Our main contribution is to clarify and improve on the underlying identification strategy by resorting to the well-known... more
For decades, a focus on the gender gap in political attitudes has been a traditional way of understanding public opinion in the United States. However, as American political life becomes more polarized and partisans more divided, this... more
Mexico has been a country of important discontinuities on multiple themes, among which security stands out; This constant, has, in my opinion, various guidelines, among the most important, the growing corruption of the authorities,... more
Mexico has been a country of important discontinuities on multiple themes, among which security stands out; This constant, has, in my opinion, various guidelines, among the most important, the growing corruption of the authorities,... more
Este estudo visa a explicação das taxas de homicídios intencionais no Estado do Espírito Santo, entre 1980 e 2022, em função dos determinantes estruturais (socioeconômicos e sociodemográficos) e das políticas de segurança pública e apoio... more
Theories of lawmaking generate equilibrium predictions about the set of acceptable policy outcomes. Tests of theoretical predictions often use independently estimated ideal points based on roll call votes to estimate what appear to be... more
With the increasing nationalization of politics, federal politicians have interacted more and more with subnational actors. In particular, the president and governing party have provided selective policy and spending benefits to... more
Pendekatan penelitian (research approach) merupakan prosedur atau rancangan peneletian. Langkah-langkah dalam prosedur penelitian ini meliputi: dari asumsi-asumsi luas hingga metode-metode terperinci dalam pengumpulan, analisis, dan... more
The recent revival of protectionism has prompted further interests in the domestic employment effects of imports, in particular from China. Several studies have found negative employment effects of Chinese imports for the U.S. This column... more
Research on presidential distributive politics focuses almost exclusively on federal domestic spending. Yet, presidential influence on public policy extends well-beyond grant allocation. Since the early 20th Century, for example, the... more
Understanding Generation Z's political preferences is essential for candidates who engage this influential demographic in the 2025 Philippine Senate elections. Despite the growing importance of Gen Z in the electorate, limited research... more
Las motivaciones turisticas que tradicionalmente se han formulado desde los organismos internacionales como la Organizacion Mundial del Turismo para explicar la eleccion de un destino por parte de los turistas resultan insuficientes para... more
Our model describes competition between groups driven by the choices of self-interested voters within groups. Within a Poisson voting environment, parties observe aggregate support from groups and can allocate prizes or punishments to... more
We present a new method to analyze party manifestos to benefit the placement of political partiesper seand to advance the study of elections. Our method improves on existing manual coding approaches by (1) generating semantically complete... more
The papers in this symposium use Monte Carlo simulations to demonstrate the consequences of estimating time series models with variables that are of different orders of integration. In this summary, I do the following: very briefly... more
Liberalization is a perennial topic in politics and political science. We first review a broad scholarly debate, showing that the mainstream theories make rival and contradictory claims regarding the role of political parties in... more
Tujuan manusia melakukan penelitian terhadap suatu fenomena adalah untuk mencari kebenaran ilmu pengetahuan. Cara memperoleh kebenaran adalah dengan menggunakan metodologi. Metodologi menjadi ciri khas dalam ilmu pengetahuan itu sendiri... more
Busca-se fornecer as bases metodológicas da pesquisa empírica em Ciência Política, com foco no desenho de pesquisa. Dadas as limitações inerentes à uma disciplina, além do conteúdo não abarcar metodologias de pesquisa em teoria política,... more
Tujuan manusia melakukan penelitian terhadap suatu fenomena adalah untuk mencari kebenaran ilmu pengetahuan. Cara memperoleh kebenaran adalah dengan menggunakan metodologi. Metodologi menjadi ciri khas dalam ilmu pengetahuan itu sendiri... more
O presente artigo tratou da definição Halpern-Pearl de causalidade real, em suas versões preliminar e estendida, enquadrando-a na discussão jurídica sobre causalidade. O objetivo central do trabalho foi responder à pergunta: quais as... more
A disciplina apresenta maneiras de organizar a pesquisa empírica e o raciocínio científico. Situa as/os estudantes na linguagem da ciência (teoria, modelo, hipótese, variáveis etc.), tratando também da operacionalização de variáveis. A... more
This paper discusses the ontological, epistemological, and human nature premises underlying quantitative research. From an ontological realist perspective, the social world is viewed as a real, tangible structure external to individual... more
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