How to run surveys: A guide to creating your own identifying variation and revealing the invisible

S Stantcheva - Annual Review of Economics, 2023 - annualreviews.org
Surveys are an essential approach for eliciting otherwise invisible factors such as
perceptions, knowledge and beliefs, attitudes, and reasoning. These factors are critical …

Conjoint survey experiments

K Bansak, J Hainmueller, DJ Hopkins… - Advances in …, 2021 - books.google.com
Conjoint survey experiments have become a popular method for analyzing multidimensional
preferences in political science. If properly implemented, conjoint experiments can obtain …

The role of hyperparameters in machine learning models and how to tune them

C Arnold, L Biedebach, A Küpfer… - … Science Research and …, 2024 - cambridge.org
Hyperparameters critically influence how well machine learning models perform on unseen,
out-of-sample data. Systematically comparing the performance of different hyperparameter …

Using conjoint experiments to analyze election outcomes: The essential role of the average marginal component effect

K Bansak, J Hainmueller, DJ Hopkins… - Political Analysis, 2023 - cambridge.org
Political scientists have increasingly deployed conjoint survey experiments to understand
multidimensional choices in various settings. In this paper, we show that the average …

Do citizens care about government debt? Evidence from survey experiments on budgetary priorities

B Bremer, R Bürgisser - European Journal of Political Research, 2023 - Wiley Online Library
Abstract Ever since the Great Recession, public debt has become politicised. Some
research suggests that citizens are fiscally conservative, while other research shows that …

[HTML][HTML] How to finance green investments? The role of public debt

J Kantorowicz, M Collewet, M DiGiuseppe, H Vrijburg - Energy Policy, 2024 - Elsevier
Economic costs are a central political obstacle to investing in climate change mitigation and
adaptation measures. Several studies now demonstrate that as costs increase, voters are …

Does austerity cause polarization?

E Hübscher, T Sattler, M Wagner - British Journal of Political Science, 2023 - cambridge.org
In recent decades, governments in many Western democracies have shown a remarkable
consensus in pursuing fiscal austerity measures during periods of strained public finances …

Austerity, economic vulnerability, and populism

L Baccini, T Sattler - American Journal of Political Science, 2023 - Wiley Online Library
Governments have repeatedly adjusted fiscal policy in recent decades. We examine the
political effects of these adjustments in Europe since the 1990s using both district‐level …

Are governments paying a price for austerity? Fiscal consolidations reduce government approval

O Jacques, L Haffert - European Political Science Review, 2021 - cambridge.org
What are the political effects of fiscal consolidations? Theoretical considerations suggest
that consolidations should reduce the public's support for their governments, but empirical …

Citizens' willingness to support new taxes for COVID‐19 measures and the role of trust

E Lachapelle, T Bergeron, R Nadeau… - Politics & …, 2021 - Wiley Online Library
The COVID‐19 public health pandemic has seen governments spend trillions of dollars to
limit the spread of the COVID‐19 virus as well as to soften the economic blow from the …