Examining Social Support Seeking Online

Research across healthcare and organizational settings demonstrates the importance of social support to increase physical and mental well-being. However, the process of seeking social support is less well-understood than its outcomes. Specifically, research examining how people seek social support in natural settings is scarce. One natural setting increasingly used by people to seek support is the internet. In this online setting, people seek and provide social support verbally via social media platforms and messages. The present project seeks to further examine the nature of social support seeking in these online contexts by examining people’s language. This analysis includes discovering the common language features of social support seeking. By applying a data-driven content analysis approach, this research can examine the underlying themes present when seeking social support and build upon that insight to classify new instances of support seeking. These results would have important practical implications for occupational health. By identifying individuals who are seeking social support, future interventions will be able to take a more targeted approach in lending additional support to those individuals who have the greatest need. Subsequently, this application potentially provides the mental and physical health benefits of social support. Therefore, this research extends our knowledge of both the nature of support seeking and how to develop effective interventions.

Name thesis:degree_name

M.S.

Level thesis:degree_level

masters

Discipline thesis:degree_discipline

Industrial-Organizational

Department dc:contributor.department

Psychology

Grantor dc:publisher

Virginia Tech

Year dc:date.issued

2021

Author dc:creator

• Minton, Brandon

Chair dc:contributor.committeechair

• Hernandez, Ivan

Committee members dc:contributor.committeemember

• Calderwood, Charles
• Hauenstein, Neil M. A.

• Social Support
• Online
• Text Analysis
• Machine learning

Statement dc:rights

• In Copyright

Licence dc:rights.uri

• http://rightsstatements.org/vocab/InC/1.0/

Language dc:language.iso

en_US

Handle dc:identifier.uri

http://hdl.handle.net/10919/103264

OAI identifier oai:identifier

oai:vtechworks.lib.vt.edu:10919/103264