Please use this identifier to cite or link to this item: http://hdl.handle.net/10125/49964

Text Mining Narrative Survey Responses to Develop Engagement Scale Items

File Size Format  
paper0077.pdf 617.74 kB Adobe PDF View/Open

Item Summary

Title:Text Mining Narrative Survey Responses to Develop Engagement Scale Items
Authors:Ford, John
Nierle, Doug
Leeds, Peter
Stetz, Thomas
Keywords:Text Mining in Big Data Analytics
employee engagement,open-ended survey questions,scale development,text mining
Date Issued:03 Jan 2018
Abstract:A sixteen-item employee engagement scale was supplemented with items developed from literature review, from related scales, and from text mining narrative responses to an open-ended question about improving employee performance. The text mining procedure is described and may be useful to other scale developers. Some items derived from text mining performed as well as those developed using traditional methods. Possible modifications and extensions of the method are suggested.
Pages/Duration:8 pages
URI:http://hdl.handle.net/10125/49964
ISBN:978-0-9981331-1-9
DOI:10.24251/HICSS.2018.077
Rights:Attribution-NonCommercial-NoDerivatives 4.0 International
https://creativecommons.org/licenses/by-nc-nd/4.0/
Appears in Collections: Text Mining in Big Data Analytics


Please email libraryada-l@lists.hawaii.edu if you need this content in ADA-compliant format.

This item is licensed under a Creative Commons License Creative Commons