Race as a bundle of sticks: Designs that estimate effects of seemingly immutable characteristics

M Sen, O Wasow - Annual Review of Political Science, 2016 - annualreviews.org
Although understanding the role of race, ethnicity, and identity is central to political science,
methodological debates persist about whether it is possible to estimate the effect of …

Modern algorithms for matching in observational studies

PR Rosenbaum - Annual Review of Statistics and Its Application, 2020 - annualreviews.org
Using a small example as an illustration, this article reviews multivariate matching from the
perspective of a working scientist who wishes to make effective use of available methods …

[图书][B] Bit by bit: Social research in the digital age

MJ Salganik - 2019 - books.google.com
An innovative and accessible guide to doing social research in the digital age. In just the
past several years, we have witnessed the birth and rapid spread of social media, mobile …

From data to causes I: Building a general cross-lagged panel model (GCLM)

MJ Zyphur, PD Allison, L Tay… - Organizational …, 2020 - journals.sagepub.com
This is the first paper in a series of two that synthesizes, compares, and extends methods for
causal inference with longitudinal panel data in a structural equation modeling (SEM) …

Lagged explanatory variables and the estimation of causal effect

MF Bellemare, T Masaki… - The Journal of Politics, 2017 - journals.uchicago.edu
Lagged explanatory variables are commonly used in political science in response to
endogeneity concerns in observational data. There exist surprisingly few formal analyses or …

Political news in the news feed: Learning politics from social media

L Bode - Mass communication and society, 2016 - Taylor & Francis
Although literature about the relationship between social media and political behaviors has
expanded in recent years, little is known about the roles of social media as a source of …

Information equivalence in survey experiments

A Dafoe, B Zhang, D Caughey - Political Analysis, 2018 - cambridge.org
Survey experiments often manipulate the description of attributes in a hypothetical scenario,
with the goal of learning about those attributes' real-world effects. Such inferences rely on an …

Matching methods in practice: Three examples

GW Imbens - Journal of Human Resources, 2015 - jhr.uwpress.org
There is a large theoretical literature on methods for estimating causal effects under
unconfoundedness, exogeneity, or selection-on-observables type assumptions using …

[图书][B] A tale of two cultures: Qualitative and quantitative research in the social sciences

G Goertz, J Mahoney - 2012 - degruyter.com
Some in the social sciences argue that the same logic applies to both qualitative and
quantitative methods. In A Tale of Two Cultures, Gary Goertz and James Mahoney …

[图书][B] Process tracing

A Bennett, JT Checkel - 2015 - books.google.com
Advances in qualitative methods and recent developments in the philosophy of science
have led to an emphasis on explanation via reference to causal mechanisms. This book …