Examining workplace bullying measurement using item response theory
Abstract
Purpose
The purpose of this paper is to examine aspects of how workplace bullying is identified by the Negative Acts Questionnaire-Revised (NAQ-R), with a focus on the appropriateness of its response scale using item response theory (IRT).
Design/methodology/approach
IRT, in which the probability of a particular item response reflects an underlying latent variable, was used to examine NAQ-R responses from a sample of 1,173 Australian public servants (Study 1), and a representative UK data set (n=3,494; Study 2).
Findings
Results indicated that problems with the response scale appear to be due to the inclusion of the abstract “now and then” option amongst concrete time options (“never”, “now and then”, “monthly”, “weekly” and “daily”). These results were replicated in Study 2, providing evidence of the robustness of the findings, and suggesting the observations are not sample specific.
Research limitations/implications
This work has implications for methods employed to identify and measure workplace bullying in research and organisational practice. Inconsistent endorsement of response scale options is a concern when total scores are calculated, or when a number of behaviours being experienced with a particular frequency on the response scale are taken as an indication of bullying having occurred.
Originality/value
Examining and refining the manner in which workplace bullying is indexed is important for identifying and managing workplace risks to health, safety and well-being.
Keywords
Acknowledgements
The authors wish to acknowledge the original authors of the data set employed in Study 2 (UK Data archive number 7428), Ralph Fevre, Amanda Robinson, Trevor Jones and Duncan Lewis; as well as the UK data archive. Neither the original authors of the data set employed in Study 2, nor the UK data archive are responsible for the further analysis or interpretation of those data presented here.
Citation
Caponecchia, C. and Costa, D.S.J. (2017), "Examining workplace bullying measurement using item response theory", Journal of Managerial Psychology, Vol. 32 No. 4, pp. 333-350. https://doi.org/10.1108/JMP-07-2016-0197
Publisher
:Emerald Publishing Limited
Copyright © 2017, Emerald Publishing Limited