Development and Psychometric Validation of Phubbing Behavior Scale (PBS) among University Students: A Cross-Sectional Study

Authors

  • Dr. Noreena Kausar Assistant Professor, Department of Psychology, University of Gujrat, Gujrat, Punjab, Pakistan.
  • Noor Bibi BS, Department of Psychology, University of Gujrat, Gujrat, Punjab, Pakistan.
  • Dr. Misbah Arshad Assistant Professor, Department of Psychology, University of Gujrat, Gujrat, Punjab, Pakistan.

DOI:

https://doi.org/10.62843/jssr.v6i2.777

Keywords:

Phubbing, Smartphone Use, Scale Development, Validation, Exploratory Factor Analysis, Confirmatory Factor Analysis, Digital Well-Being, University Students

Abstract

The present study sought to develop, validate, and investigate the psychometric properties of a phubbing behavior scale (PBS). The present study involved a two-phase study. Phase I involved the generation of an initial pool of 62 items, based on a wide-ranging literature review and relevant theoretical frameworks, such as Fear of Missing Out (FoMO), the Social Norms Theory, the Social Learning Theory, Expectancy Violation Theory, Digital Displacement Theory, and theories surrounding addiction and self-control. Content validity was determined according to the experts' evaluation and pre-tested to assess the items concerning clarity and comprehensibility. Following this, the same scale was applied to 565 University students (215 males and 350 females), aged 18 to 27 years, through a convenience sampling method. The factor structure of the scale was confirmed through exploratory and confirmatory factor analysis (EFA and CFA). Factor analysis confirmed a 43-item scale that included 10 factors. The PBS was positively associated with the Fear of Missing Out Scale and showed higher convergent validity. Divergent validity was established through the Digital Well-Being Scale, showing no relationship. Researchers, educators, and mental health professionals have a culturally relevant tool to explore the nature and psychological and social implications of phubbing behavior with the scale.

Author Biography

  • Dr. Noreena Kausar, Assistant Professor, Department of Psychology, University of Gujrat, Gujrat, Punjab, Pakistan.

    Corresponding Author: noreena.kausar@uog.edu.pk

References

Al‐Saggaf, Y., & O'Donnell, S. B. (2019). Phubbing: Perceptions, reasons behind, predictors, and impacts. Human Behavior and Emerging Technologies, 1(2), 132-140 https://onlinelibrary.wiley.com/doi/abs/10.1002/hbe2.137

Bandura, A. (1977). Social Learning Theory. Prentice-Hall.

Bandura, A., & Barab, P. G. (1971). Conditions governing nonreinforced imitation. Developmental Psychology, 5(2), 244–255. https://doi.org/10.1037/h0031499

Baumeister, R. F., Vohs, K. D., & Tice, D. M. (2007). The strength model of self-control. Current Directions in Psychological Science, 16(6), 351–355. https://doi.org/10.1111/j.1467-8721.2007.00534.x

Błachnio, A., Przepiórka, A., Gorbaniuk, O., Bendayan, R., McNeill, M., Angeluci, A., ... & Yu, S. (2021). Measurement invariance of the Phubbing Scale across 20 countries. International Journal of Psychology, 56(6), 885-894.https://doi.org/10.1002/ijop.12790

Burgoon, J. K. (1993). Interpersonal expectations, expectancy violations, and emotional communication. Journal of Language and Social Psychology, 12(1–2), 30–48. https://doi.org/10.1177/0261927X93121003

Campbell, D. T., & Fiske, D. W. (1959). Convergent and discriminant validation by the multitrait-multimethod matrix. Psychological Bulletin, 56(2), 81–105.

Chotpitayasunondh, V., & Douglas, K. M. (2018). Measuring phone snubbing behavior: Development and validation of the Generic Scale of Phubbing (GSP) and the Generic Scale of Being Phubbed (GSBP). Computers in Human Behavior, 88, 5–17. https://doi.org/10.1016/j.chb.2018.06.020⁠

Costello, A. B., & Osborne, J. W. (2005). Best practices in exploratory factor analysis: Four recommendations for getting the most from your analysis. Practical Assessment, Research and Evaluation, 10(1), 7. https://doi.org/10.7275/jyj1-4868

David, M. E., & Roberts, J. A. (2020). Developing and testing a scale designed to measure perceived phubbing. International journal of environmental research and public health, 17(21), 8152. https://www.mdpi.com/1660-4601/17/21/8152

Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39–50. https://doi.org/10.1177/002224378101800104

Franchina, V., Abeele, M., Van Rooij, A., Lo Coco, G., & De Marez, L. (2018). Fear of missing out as a predictor of problematic social media use and phubbing behavior among flemish adolescents. International Journal of Environmental Research and Public Health, 15(10), 2319. https://doi.org/10.3390/ijerph15102319

Garrido, E. C., Issa, T., Esteban, P. G., & Delgado, S. C. (2021). A descriptive literature review of phubbing behaviors. Heliyon, 7(5). https://www.cell.com/heliyon/fulltext/S2405-8440(21)01140-3

Hair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2019). Multivariate Data Analysis (8th ed.). Cengage Learning.

Hidayat, M. T., Anita, Narayani, N. W. E., & Mariana. (2021). Causes and impacts of phubbing on students in a public university. Public Health of Indonesia, 7(4), 153–158. https://doi.org/10.36685/phi.v7i4.430

James A. Roberts, J. A., & Meredith E. David, M. E. (2016). My life has become a major distraction from my cell phone: Partner phubbing and relationship satisfaction among romantic partners. Computers in Human Behavior, 54, 134–141. https://doi.org/10.1016/j.chb.2015.07.058

Kaiser, H. F. (1974). An index of factorial simplicity. Psychometrika, 39(1), 31–36. https://doi.org/10.1007/BF02291575

Karadağ Erdem, E., Tosuntaş, Ş. B., Erzen, E., Duru, P., Bostan, N., Şahin, B. M., Çulha, İ., & Babadağ, B. (2015). Determinants of phubbing, which is the sum of many virtual addictions: A structural equation model. Journal of Behavioral Addictions, 4(2), 60–74. https://doi.org/10.1556/2006.4.2015.005

Koileri, V. A. K. (2025). The psychology of phubbing and its treatment. International Journal of Indian Psychology, 13(2), 1442–1446. https://doi.org/10.25215/1302.130

Krasnova, H., Abramova, O., Notter, I., & Baumann, A. (2016). Why phubbing is toxic for your relationship: Understanding the role of smartphone jealousy among “Generation Y” users. In Proceedings of the 24th European Conference on Information Systems (ECIS) (Paper 109). AIS Electronic Library. http://aisel.aisnet.org/ecis2016_rp/109

Lin, C. Y., Mamun, M. A., Mamun, F. A., Ullah, I., Hosen, I., Malik, N. I., ... & Pakpour, A. H. (2023). A phubbing scale tested in Bangladesh, Iran, and Pakistan: confirmatory factor, network, and Rasch analyses. BMC psychiatry, 23(1), 763. https://doi.org/10.1186/s12888-023-05251-4

McDaniel, T., & Wesselmann, E. (2021). “You phubbed me for that?” Reason given for phubbing and perceptions of interactional quality and exclusion. Human Behavior and Emerging Technologies, 3(3), 413–422. https://doi.org/10.1002/hbe2.255

Nazir, T. (2025). Phubbing in the digital age: Understanding and mitigating its impact on social relationships. Anadolu University Journal of Education Faculty, 9(3), 273–292.

Przybylski, A. K., Murayama, K., DeHaan, C. R., & Gladwell, V. (2013). Motivational, emotional, and behavioral correlates of fear of missing out. Computers in Human Behavior, 29(4), 1841–1848.

Ríos Ariza, J. M., Matas-Terron, A., del Rumiche Chávarry, R. P., & Chunga Chinguel, G. R. (2021). Scale for measuring phubbing in Peruvian university students: Adaptation, validation and results of its application. Journal of New Approaches in Educational Research, 10(2), 175-189. https://doi.org/10.7821/naer.2021.7.606

Safdar B. R., Abdullah, H., Zaremohzzabieh, Z., Wan Jaafar, W. M., & Abu Samah, A. (2023). Smartphone addiction and phubbing behavior among university students: A moderated mediation model by fear of missing out, social comparison, and loneliness. Frontiers in Psychology, 13, 1072551. https://www.frontiersin.org/journals/psychology/articles/10.3389/fpsyg.2022.1072551/full

Sandjaja, S. S., & Syahputra, Y. (2019). Has a fear of missing out contributed to phubbing among students? International Journal of Innovation, Creativity and Change, 5(6), 219-230. https://www.ijicc.net/images/vol5iss6/5620_Sandjaja_2019_E_R.pdf

Shi, Y., Koval, P., Kostakos, V., Goncalves, J., & Wadley, G. (2023). “Instant Happiness”: Smartphones as tools for everyday emotion regulation. International Journal of Human-Computer Studies, 170, 102958. https://doi.org/10.1016/j.ijhcs.2022.102958

Vanden Abeele, M. M. P. (2021). Digital wellbeing as a dynamic construct. Communication Theory, 31(4), 932–955. https://doi.org/10.1093/ct/qtaa024⁠

Verduyn, P., Schulte-Strathaus, J. C. C., Kross, E., & Hülsheger, U. R. (2021). When do smartphones displace face-to-face interactions and what to do about it? Computers in Human Behavior, 114, 106550. https://doi.org/10.1016/j.chb.2020.106550

Wang, X., Qiao, Y., Li, W., & Lei, L. (2022). Parental Phubbing and Children’s Social Withdrawal and Aggression: A Moderated Mediation Model of Parenting Behaviors and Parents’ Gender. Journal of Interpersonal Violence, 37(21–22). https://doi.org/10.1177/08862605211042807

Yousaf, S., Rasheed, M. I., Hameed, Z., & Luqman, A. (2020). Occupational stress and its outcomes: the role of work-social support in the hospitality industry. Personnel Review, 49(3), 755–773. https://doi.org/10.1108/PR-11-2018-0478

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Published

2026-04-30

How to Cite

Development and Psychometric Validation of Phubbing Behavior Scale (PBS) among University Students: A Cross-Sectional Study. (2026). Journal of Social Sciences Review, 6(2), 177-192. https://doi.org/10.62843/jssr.v6i2.777