Do travelling academics put their money where their mouth is? Supporting Data and Software
This data package contains survey files and responses associated with the following paper:
Cats, O., Pudāne, B., van der Poel, J., Kroesen, M. (2022). Do travelling academics put their money where their mouth is? Exploring environmental considerations and mode choices for conference travel.
This dataset contains data from a survey that recorded academics' attitudes towards online conferences, flight shame and carbon offsetting. It also contains their travel choices in hypothetical international conference travel situations - would they make the trip, and if yes, would they choose plane or train? Finally, there is a record of respondents' socio-demographic characteristics and their past and expected future conference travel. The data come from a convenience sample of 104 academics in Europe.
In this package you will find:
Raw data --> Survey_data_Raw.xlsx
Data formatted for (discrete choice) estimations, including a codebook --> Survey_data_Formatted.xlsx
Data formatted for (discrete choice) estimations --> Survey_data_Formatted.dat
Experimental design of the discrete choice tasks --> Experimental_design.xlsx
Biogeme Pandas code used to estimate the model --> MNL_code_pandas_final.py
Output from Biogeme --> MNL_model.html
Processed Biogeme output to obtain the relative importance of attributes --> Relative_importance_attributes.xlsx
Summary of the attitudinal statements --> Attitude_data.xlsx
Screenshots of the survey --> Screenshots of the survey introduction and choice task.docx
You can find the complete survey tool here: https://forms.gle/DkkC4obAAscA8fGc7