Welcome to Shihan (David) Ma’s datahouse!

This is the top-level repository for supplementary data, tables and illustrations associated with my published papers. I reckon the provided materials would be of extra help and reference value to readers and am happy to provide more detail on request. Each session here corresponds to an individual paper and each may contain its own readme describing the contents as well as any updated information or caveats.

2021-Over Tourism-JTR

Kirilenko, A. P., Ma, S. (David), Stepchenkova, S. O., Su, L., & Waddell, T. F. (2021). Detecting Early Signs of Overtourism: Bringing Together Indicators of Tourism Development With Data Fusion. Journal of Travel Research, 00472875211064635. https://doi.org/10.1177/00472875211064635.

• Supplement A – Review of literature
• Supplement B – Survey
• Supplement C – Study results

2022-Luxe Emo-JHTR

Wu, L., Yang, W., Gao, Y. (lisa), & Ma, S. (David). (2022). Feeling Luxe: A Topic Modeling × Emotion Detection Analysis of Luxury Hotel Experiences. Journal of Hospitality & Tourism Research, 10963480221103222. https://doi.org/10.1177/10963480221103222.

• Appendix A – Emotion Frequencies in GoEmotions
• Appendix B – Correlation Table of Topic Probabilities
• Appendix C – Output of Ordered Logistic Regression for “Rating Level”
• Appendix D – Output of Ordered Probit Regression for “Rating Level”

2022-Good Guest-ATR

Xue, L., Leung, X. Y., & Ma, S. (David). (2022). What makes a good “guest”: Evidence from Airbnb hosts’ reviews. Annals Of Tourism Research, 95, 103426. http://dx.doi.org/10.1016/j.annals.2022.103426.

• Visual Abstract - What makes a good guest

For more details feel free to contact Dr. Ma by Email

ZJU@China