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Beyond Traditional Measures of Personality with BISCUIT and BARE: A New Statistical Learning Technique and Behavioral Item Pool to Push Personality Psychology Forward

Description:

This dissertation investigates two ways in which personality psychology should move beyond the traditional approach of measuring personality with broad domains composed of trait descriptors, as exemplified by the Big Five taxonomy. The first study (Chapter 2) suggests an alternative to the traditional approach of aggregating personality items into domains....

Keyword:

Statistical learning, Behavioral frequency, Behavior, Nuance, Personality, and BISCUIT

Subject:

Psychology

Creator:

Elleman, Lorien Grey

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

02/01/2021

Date Created:

2020-01-01

Resource Type:

Dissertation

Alternate Identifier:

http://dissertations.umi.com/northwestern:15260 and etdadmin_upload_764195
Predicting Employee Engagement: Machine Learning Applications to the Personality-Engagement Link

Description:

The study of employee engagement and its consequences in the workplace has gained traction in the business world over the past decade, with dramatic claims of the direct consequences of engagement including lower absenteeism, higher sales, improved productivity, and increased profitability for organizations that are more engaged (The Gallup Organization,...

Keyword:

Employee Engagement, Personality, Workplace Engagement, and Machine Learning

Subject:

Personality psychology and Psychology

Creator:

Hall, Andrew N

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

02/01/2021

Date Created:

2020-01-01

Resource Type:

Dissertation

Alternate Identifier:

http://dissertations.umi.com/northwestern:15380 and etdadmin_upload_779877

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Beyond Traditional Measures of Personality with BISCUIT and BARE: A New Statistical Learning Technique and Behavioral Item Pool to Push Personality Psychology Forward

Predicting Employee Engagement: Machine Learning Applications to the Personality-Engagement Link

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