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# Adhikari, Divya Mani, Hartland, Alexander, Weber, Ingmar & Cannanure, Vikram Kamath (
2025-07 ).
Exploring LLMs for Automated Generation and Adaptation of Questionnaires. https://doi.org/10.1145/3719160.3736606 # Antoun, Christopher, Couper, Mick P. & Conrad, Frederick G. (
2017 ).
Effects of Mobile versus PC Web on Survey Response Quality: A Crossover Experiment in a Probability Web Panel. Public Opinion Quarterly. https://doi.org/10.1093/poq/nfw088 # Argyle, Lisa P., Busby, Ethan C., Fulda, Nancy, Gubler, Joshua R., Rytting, Christopher & Wingate, David (
07/2023 ).
Out of One, Many: Using Language Models to Simulate Human Samples. Political Analysis. https://doi.org/10.1017/pan.2023.2 # Bisbee, James, Clinton, Joshua D., Dorff, Cassy, Kenkel, Brenton & Larson, Jennifer M. (
10/2024 ).
Synthetic Replacements for Human Survey Data? The Perils of Large Language Models. Political Analysis. https://doi.org/10.1017/pan.2024.5 # Connor Desai, Saoirse & Reimers, Stian (
2019 ).
Comparing the use of open and closed questions for Web-based measures of the continued-influence effect. Behavior Research Methods. https://doi.org/10.3758/s13428-018-1066-z # Connor Desai, Saoirse & Reimers, Stian (
2019 ).
Comparing the Use of Open and Closed Questions for Web-Based Measures of the Continued-Influence Effect. Behavior Research Methods. https://doi.org/10.3758/s13428-018-1066-z # Décieux, Jean, Mergener, Alexandra, Neufang, Kristina & Sischka, Philipp (
2015 ).
Implementation of the forced answering option within online surveys: Do higher item response rates come at the expense of participation and answer quality?. Psihologija. https://doi.org/10.2298/PSI1504311D # Funke, F. (
2016 ).
A web experiment showing negative effects of slider scales compared to visual analogue scales and radio button scales. Social Science Computer Review. https://doi.org/10.1177/0894439315575477 # Kaiser, Carolin, Kaiser, Jakob, Manewitsch, Vladimir, Rau, Lea & Schallner, Rene (
2025-06-16 ).
Simulating Human Opinions with Large Language Models: Opportunities and Challenges for Personalized Survey Data Modeling. https://doi.org/10.1145/3708319.3733685 # Lei, Yan, Pang, Liang, Wang, Yuanzhuo, Shen, Huawei, Cheng, Xueqi, Calzolari, Nicoletta, Kan, Min-Yen, Hoste, Veronique, Lenci, Alessandro, Sakti, Sakriani & Xue, Nianwen (
2024-05 ).
Qsnail: A Questionnaire Dataset for Sequential Question Generation. https://aclanthology.org/2024.lrec-main.1174/ # Maier, Benjamin F., Aslak, Ulf, Fiaschi, Luca, Rismal, Nina, Fletcher, Kemble, Luhmann, Christian C., Dow, Robbie, Pappas, Kli & Wiecki, Thomas V. (
2025 ).
LLMs Reproduce Human Purchase Intent via Semantic Similarity Elicitation of Likert Ratings. https://doi.org/10.48550/ARXIV.2510.08338 # Motoki, Fabio Yoshio Suguri, Monteiro, Januario, Malagueño, Ricardo & Rodrigues, Victor ( 2023 ). Large Language Models in Survey Research: Generating Synthetic Data and Unlocking New Possibilities.
# Shaughnessy, John J., Zechmeister, Eugene B. & Zechmeister, Jeanne S. ( 2012 ). Research Methods in Psychology.