Psychometric evaluation of Persian nomophobia questionnaire: differential item functioning and measurement invariance across gender

Lin, C.-Y., Griffiths, M.D. ORCID: 0000-0001-8880-6524 and Pakpour, A.H., 2018. Psychometric evaluation of Persian nomophobia questionnaire: differential item functioning and measurement invariance across gender. Journal of Behavioral Addictions, 7 (1), pp. 100-108. ISSN 2062-5871

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Abstract

Background and aims: Research examining problematic mobile phone use has increased markedly over the past 5 years and has been related to “no mobile phone phobia” (so-called nomophobia). The 20-item Nomophobia Questionnaire (NMP-Q) is the only instrument that assesses nomophobia with an underlying theoretical structure and robust psychometric testing. This study aimed to confirm the construct validity of the Persian NMP-Q using Rasch and confirmatory factor analysis (CFA) models.

Methods: After ensuring the linguistic validity, Rasch models were used to examine the unidimensionality of each Persian NMP-Q factor among 3,216 Iranian adolescents and CFAs were used to confirm its four-factor structure. Differential item functioning (DIF) and multigroup CFA were used to examine whether males and females interpreted the NMP-Q similarly, including item content and NMP-Q structure.

Results: Each factor was unidimensional according to the Rach findings, and the four-factor structure was supported by CFA. Two items did not quite fit the Rasch models (Item 14: “I would be nervous because I could not know if someone had tried to get a hold of me;” Item 9: “If I could not check my smartphone for a while, I would feel a desire to check it”). No DIF items were found across gender and measurement invariance was supported in multigroup CFA across gender.

Conclusions: Due to the satisfactory psychometric properties, it is concluded that the Persian NMP-Q can be used to assess nomophobia among adolescents. Moreover, NMP-Q users may compare its scores between genders in the knowledge that there are no score differences contributed by different understandings of NMP-Q items.

Item Type: Journal article
Publication Title: Journal of Behavioral Addictions
Creators: Lin, C.-Y., Griffiths, M.D. and Pakpour, A.H.
Publisher: Akadémiai Kiadó
Date: 2018
Volume: 7
Number: 1
ISSN: 2062-5871
Identifiers:
NumberType
10.1556/2006.7.2018.11DOI
Rights: This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium for non-commercial purposes, provided the original author and source are credited, a link to the CC License is provided, and changes – if any – are indicated.
Divisions: Schools > School of Social Sciences
Depositing User: Jonathan Gallacher
Date Added: 01 Aug 2018 07:50
Last Modified: 04 Sep 2018 07:45
URI: http://irep.ntu.ac.uk/id/eprint/34207

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