SOEP Research: Survey Methodology and Data Science

Attitudes, Experiences, and Usage Intentions of Artificial Intelligence: A Population Study in Germany

Artificial intelligence (AI) increasingly affects individuals’ private and professional lives. Importantly, both the acceptance and adoption of new AI technologies in society is heavily impacted by the attitudes that people hold; yet, there is currently limited information on how people perceive and intend to use AI at the national and demographic levels. Therefore, this study examined a random sample ...

The Reliability of Replications: A Study in Computational Reproductions

This study investigates researcher variability in computational reproduction, an activity for which it is least expected. Eighty-five independent teams attempted numerical replication of results from an original study of policy preferences and immigration. Reproduction teams were randomly grouped into a ‘transparent group’ receiving original study and code or ‘opaque group’ receiving only a method ...

Identifying Optimizers, Extremists, and Indifferents: Latent Satisficing Patterns in Panel Surveys

Data quality is known to be compromised when respondents cognitively shortcut the survey response process. This satisficing behavior leads to inaccurate and unreliable responses that are hard to compensate after data collection. Thus, detecting and understanding survey satisficing is crucial for developing and implementing effective preventive measures in longitudinal data collection contexts. We use ...

Validating an Index of Selection Bias for Proportions in Non-probability Samples

Fast online surveys without sampling frames are becoming increasingly important in survey research. Their recruitment methods result in non-probability samples. As the mechanism of data generation is always unknown in such samples, the problem of non-ignorability arises making vgeneralisation of calculated statistics to the population of interest highly questionable. Sensitivity analyses provide a ...

Do talk money – Reducing income nonresponse in surveys (with Katharina Allinger)

Item nonresponse is a common issue in surveys. We implement an experiment to reduce nonresponse to income questions in an international household survey, looking at four different countries. Survey respondents are asked to report their exact household income. We randomize those who refuse to answer into two groups. In a follow-up question, the control group is asked to choose their income from a...

Revision and Cross-cultural Adaptation of the Human Values Scale for Self-completion Modes

Since its first round, the European Social Survey (ESS) has included a 21-item measure of ten basic human values shared across cultures, known as the Human Values Scale (HVS), developed by Shalom H. Schwartz. Recently, the scale has been revised to a new 20-item HVS with shorter, simpler items (usually only one sentence instead of two sentences per item in the past version) and introducing a single ...

SOEPcampus@DIW Berlin: In-person workshop on November 17-18, 2025

On November 17 and 18, 2025 we are organizing a two-day in-person workshop on the Socio-Economic Panel (SOEP) at DIW Berlin. In addition to presentations on the study itself, its data structure, sampling design, and weighting strategy, hands-on sessions will offer a practical approach to the data and its potential. The workshop is aimed at researchers of all qualification levels who want to work ...

Register now for the online workshop series SOEPcampus: Learn to use the SOEP over lunch

In Nov/Dec 2025 our online over lunch seminar series returns with one last workshop this year. The workshop provides a comprehensive, practical introduction to the data of the Socio-economic Panel (SOEP) on three Wednesdays during lunchtime. Participants will learn about the study's content, data structure, sample selection, and weighting strategy, along with an overview of the study documentation. To ...

Does Cognitive Reflection Relate to Preferences and Socioeconomic Outcomes?

Previous studies report associations of cognitive reflection, the ability to avoid intuitive but potentially wrong decisions by switching to a contemplative mindset, with individual preferences, mostly relying on student samples and laboratory settings. We assess the association of cognitive reflection with preferences in the general population and real-world socioeconomic outcomes. Our preregistered ...

Introduction to systematic and scoping literature reviews