|Appears in Collections:||Economics Journal Articles|
|Peer Review Status:||Refereed|
|Title:||Using an Integrated Choice and Latent Variable Model to Understand the Impact of "Professional" Respondents in a Stated Preference Survey|
|Author(s):||Sandorf, Erlend Dancke|
Discrete Choice Experiments
Integrated Choice and Latent Variable Model
|Citation:||Sandorf ED, Persson L & Broberg T (2020) Using an Integrated Choice and Latent Variable Model to Understand the Impact of "Professional" Respondents in a Stated Preference Survey. Resource and Energy Economics, 61, Art. No.: 101178. https://doi.org/10.1016/j.reseneeco.2020.101178|
|Abstract:||Internet panels are increasingly used for stated preference research. Because members of such panels receive compensation for each completed survey, one concern is that over time this creates professional respondents who answer surveys solely for the monetary compensation. We identify professional respondents using data on panel tenure, survey response frequency, completion rate and total number of completed surveys. We find evidence of two types of professional respondents: “hyperactives” who answer surveys frequently and “experienced” who have long panel tenure and a large number of completed surveys. Using an integrated choice and latent variable model on stated preference survey data, we find that “hyperactive” respondents are less likely to choose the 'status quo’ and have a more stochastic choice process as seen from the econometrician's point of view, whereas “experienced” respondents have a relatively more deterministic choice process. Our results show that “hyperactive” respondents significantly impact estimated values.|
|Rights:||This item has been embargoed for a period. During the embargo please use the Request a Copy feature at the foot of the Repository record to request a copy directly from the author. You can only request a copy if you wish to use this work for your own research or private study. Accepted refereed manuscript of: Sandorf ED, Persson L & Broberg T (2020) Using an Integrated Choice and Latent Variable Model to Understand the Impact of “Professional” Respondents in a Stated Preference Survey. Resource and Energy Economics, 61, Art. No.: 101178. https://doi.org/10.1016/j.reseneeco.2020.101178 © 2020, Elsevier. Licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International http://creativecommons.org/licenses/by-nc-nd/4.0/|
|SandorfEtalREE2020.pdf||Fulltext - Accepted Version||7.91 MB||Adobe PDF||Under Embargo until 2022-06-01 Request a copy|
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