Assisting Health Policy Makers in Fighting Opioid Crisis Using Twitter
| dc.contributor.advisor | Fuhrmann, Sven | |
| dc.contributor.author | Matta, Palak | |
| dc.creator | Matta, Palak | |
| dc.date | 2019-04-29 | |
| dc.date.accessioned | 2019-07-02T00:25:19Z | |
| dc.date.available | 2019-07-02T00:25:19Z | |
| dc.description.abstract | In recent years social media has become an integral part of everybody lives where people are using networking sites to discuss and share their personal and valuable information. On the other hand, health care professionals are using these services to engage patients, provide education, patient care, and promote public health programs. This valuable information can be used to gain insights on information flow and social networking within a society. The President of the United States declared the country under public health emergency in regard to opioid crisis in October 2017. The opioid crisis has become a national issue affecting individuals, families, communities, and states where each state suffers the burden of this crisis. A significant toll is paid by the state to cover the cost related to criminal justice, health care, education, social welfare, public welfare, and lost productivity. In this study, we intended to learn how social media services can be used to help health lawmakers in creating policies. The thesis aims to identify socio-demographic factors and significant topics related to opioid overdose death rates in the U.S. by analyzing opioid-related chatter using social media analysis at the state level. We identified 25 states as our area of study in the U.S. by comparing drug overdose death rate with opioid prescription rate for 2017 and collected Twitter data for three months period from November 2017 to January 2018. Based on this data, states with similar topics were identified where topics contained keywords signifying continual chatter to raise awareness and provide treatment to the community in regard to drug overdose and addiction specifically for opioids. In addition, these states shared the same characteristics for demographics which indicated that areas were a higher number of drug overdose deaths are occurring are also areas where chatter in social media is also prevalent. These results support the premise that social media specifically Twitter can be used as a tool to increase awareness, provide education, and change health care policies. | |
| dc.identifier.uri | https://hdl.handle.net/1920/11504 | |
| dc.language.iso | en | |
| dc.subject | Opioids | |
| dc.subject | Opioid crisis | |
| dc.subject | Drug use | |
| dc.subject | Social media | |
| dc.subject | ||
| dc.subject | Topic modeling | |
| dc.title | Assisting Health Policy Makers in Fighting Opioid Crisis Using Twitter | |
| dc.type | Thesis | |
| thesis.degree.discipline | Geoinformatics and Geospatial Intelligence | |
| thesis.degree.grantor | George Mason University | |
| thesis.degree.level | Master's | |
| thesis.degree.name | Master of Science in Geoinformatics and Geospatial Intelligence |