Development and Factor Structure of Problematic Multidimensional Smartphone Use Scale


GEÇER E., Yıldırım M., Bağci H., ATAR C.

International Journal of Mental Health and Addiction, vol.23, no.4, pp.2861-2875, 2025 (SCI-Expanded, SSCI, Scopus) identifier identifier

  • Publication Type: Article / Article
  • Volume: 23 Issue: 4
  • Publication Date: 2025
  • Doi Number: 10.1007/s11469-024-01265-5
  • Journal Name: International Journal of Mental Health and Addiction
  • Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Social Sciences Citation Index (SSCI), Scopus, Academic Search Premier, PAIS International, Psycinfo, Social services abstracts, Sociological abstracts
  • Page Numbers: pp.2861-2875
  • Keywords: Bifactor model, Cyberpsychology, Maladaptive modes of use, Multidimensional Smartphone Use Scale, Reliability, Validity
  • Yıldız Technical University Affiliated: No

Abstract

Living in an intensifying technological and digital environment makes people more engaged with smartphones and related internet platforms. Alongside its highly debated advantages and disadvantages, modern smartphone use is a global phenomenon which has been mainly debated within the context of cultural and technology relationships which also influence cross-cultural activities. Focusing on one of the modern factors (i.e., smartphone use) that impact human behavior, this article presents the development of a measure of the Multidimensional Smartphone Use Scale (MSUS) and tests its factor structure to offer a scale that covers smartphone-related problems from a broader perspective. Using an online survey, a total of 514 participants took part in the current study. The scale was developed to measure a multidimensional conception of smartphone use-related problems and behavioral disorders including nomophobia, ringxiety, textiety, and phubbing which were supported with exploratory and confirmatory factors analyses. The MSUS indicated good internal consistency reliability ranging from α =.75 to α =.89. This article presents the preliminary evidence regarding the reliability and validity of the MSUS which can be used in a wide range of settings to measure maladaptive modes of smartphone use and related behaviors.