The Emotional and Cognitive Impacts of Air Pollution: Evidence from Twitter
| dc.contributor.advisor | ||
| dc.contributor.author | Katz, Jared | |
| dc.date.accessioned | 2024-12-19T17:56:07Z | |
| dc.date.available | 2024-12-19T17:56:07Z | |
| dc.date.issued | 2023-04-03 | |
| dc.description | Economics Department Honors Thesis. | |
| dc.description.abstract | I study whether heightened air pollution leads to emotional and cognitive responses at the infra-marginal level. To address this question, I employ geolocated, timestamped Twitter microdata. Using an original dataset of over 30 million unique Tweets, I observe linguistic responses to varying levels of pollution across the U.S.. I find that Tweets from higher-pollution backgrounds are more negative and aggressive than Tweets from observably similar backgrounds with less pollution. Additionally, I find evidence that higher-pollution Tweets score cognitively lower for some groups, but otherwise have little to no effect. I find that lower cognitive-scoring users Tweet less as air quality worsens, but individual users Tweet at a lower level. I also find that originally negative and cognitively low-scoring Tweets are more vulnerable to air pollution’s negative effects than high-scoring Tweets. | |
| dc.description.college | College of Arts and Science | |
| dc.description.department | Economics | |
| dc.identifier.uri | https://hdl.handle.net/1803/19429 | |
| dc.language.iso | en_US | |
| dc.publisher | Vanderbilt University | |
| dc.title | The Emotional and Cognitive Impacts of Air Pollution: Evidence from Twitter | |
| dc.type | Thesis |