creator Pollak, Pamela Elizabeth advisor Mead, Alan Linguistics has played an integral role throughout the history of personality scale development. The lexical hypothesis, which implies that by analyzing natural language personality will be understood because all personality is described in language, is the basis for personality scale construction. Despite the important role that language plays in describing personality, psychometric practice has traditionally focused on data analysis, rather than quantitative linguistic analysis when constructing personality scales. This study used a relatively new quantitative linguistics technique, Latent Semantic Analysis (LSA), to construct personality scales. Using an archival sample of N=501 with over n>1000 items, personality scales were constructed to measure aspects of the 16PF Questionnaire and the Big Five model. Scales created using traditional approaches were compared to scales created using LSA in terms of internal consistency reliability, construct validity and convergent validity, predicting five behavioral clusters of self-reported behaviors (e.g., drug-use, undependability, friendliness, creativity and erudition). Results from this study revealed that compared to scales created using a traditional approach, scales constructed using LSA had lower reliabilities, but mostly similar patterns of convergent validity and evidence of substantial construct validity. Submitted by Dana Lamparello (dlampare@iit.edu) on 2012-08-27T20:22:25Z No. of bitstreams: 1 Dissertation _Pamela Pollak (05.07.12).pdf: 1622125 bytes, checksum: 69391e023163c63bf1489049b4fd4e66 (MD5) Made available in DSpace on 2012-08-27T20:22:25Z (GMT). No. of bitstreams: 1 Dissertation _Pamela Pollak (05.07.12).pdf: 1622125 bytes, checksum: 69391e023163c63bf1489049b4fd4e66 (MD5) Previous issue date: 2012-05 Ph.D. in Psychology, May 2012 2012-05-07 2012-05 http://hdl.handle.net/10560/2857 en Dissertation born digital application/pdf In Copyright http://rightsstatements.org/page/InC/1.0/ Restricted Access PSYCH / Institute of Psychology Illinois Institute of Technology Affiliated department