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Based on the criteria that a factor should have an Eigenvalue larger than 1 and be defined by at least two respondents, the data supported a maximum of four factors, explaining 57 % of the variance in the data.
In order to facilitate the transferability of the results, it is important to give a clear description of the study context, the selection of respondents, the data collection and the analysis process [ 22, 27].
Depending on the choice pattern of the respondents, the data will be analysed using conditional logit model with alternative-specific constants, a random parameter multinomial logit model (i.e. a mixed logit model) or a multilevel latent class conditional logit model, all with and without interaction effects.
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For the analysis estimation of the effects of non-respondents, the data was divided into three categories according to the return date of the questionnaire.
For each survey respondent, the data collector will check the questionnaire for completeness.
Table 2 provides a summary of the type and number of respondents and the data collection method used with each group of respondents.
Respondents in the data sample are mainly male (84.88 %) and relatively young (respondents aged 21 25, 26 30, and 31 40 accounted for 29.76 %, 32.2 %, and 29.76 % of the sample, respectively).
When we asked open-ended questions, we found that many respondents misinterpreted the data in the table.
We wanted to share data to maximize scientific benefits, but we also worried that sharing data with many researchers would bring increased risk to the respondents in the data.
In addition, it was made clear to respondents that the data would be rendered anonymous and not used for any purpose other than academic research.
This question was used to delete such respondents from the data that had used media a long time ago (more than one day).
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com