Journal of ETA Maritime Science

Leisure internet usage and individual work performance in freight forwarding: The moderating role of artificial intelligence attitudes [JEMS Maritime Sci]
JEMS Maritime Sci. Ahead of Print: JEMS-64624

Leisure internet usage and individual work performance in freight forwarding: The moderating role of artificial intelligence attitudes

Arda Toygar1, Mahmut Mollaoglu2, Emre İpekçi3
1Fatsa Faculty of Marine Sciences, Ordu University, Ordu, Türkiye
2Maritime Faculty, Zonguldak Bülent Ecevit University, Zonguldak, Türkiye
3Faculty of Political Sciences, Samsun University, Samsun, Türkiye

The study evaluated the effect of leisure internet usage on individual work performance and the possible moderating role of attitudes toward artificial intelligence in this relationship. Data from 206 freight forwarders’ responses were analyzed using the PROCESS macro (v.5.0) to implement the Johnson-Neyman (JN) approach for probing regions of significance. Findings indicated that while there appears to be an initial direct negative effect of leisure internet usage on individual work performance, the moderation analysis indicated there was a statistically significant and positive interaction term for leisure internet usage and artificial intelligence attitudes. The negative effect of leisure internet usage on individual work performance diminished as artificial intelligence attitudes increased. The JN analysis revealed a critical point of artificial intelligence attitudes (6.02 on a 10-point scale), beyond which leisure internet usage no longer had a statistically significant negative effect on individual work performance. To protect productivity, organizations should develop strategies that create a more positive technology orientation to AI in employees, shifting focus away from merely restrictive internet policies. The boundary condition of these specific findings is defined by the freight forwarders’ sample, making it necessary to be cautious when making any generalizations about the greater industrial context.

Keywords: Leisure internet use, Artificial intelligence attitudes, Individual work performance, Moderation analysis, Digital behavior




Corresponding Author: Mahmut Mollaoglu, Türkiye


TOOLS
Print
Download citation
RIS
EndNote
BibTex
Medlars
Procite
Reference Manager
Share with email
Share
Send email to author

Similar articles
Google Scholar