Cuestionario de Nomofobia (NMP-Q): Estructura factorial y puntos de corte de la versión española
- Ana León-Mejía 1
- Esther Calvete 2
- Carmen Patino-Alonso 3
- Juan M. Machimbarrena 4
- Joaquín González-Cabrera 1
- 1 Facultad de Educación. Universidad Internacional de La Rioja. España
- 2 Facultad de Psicología. Universidad de Deusto. España
- 3 Facultad de Medicina. Universidad de Salamanca
- 4 Facultad de Psicología. Universidad del País Vasco UPV/EHU
ISSN: 0214-4840
Año de publicación: 2021
Volumen: 33
Número: 2
Páginas: 137-148
Tipo: Artículo
Otras publicaciones en: Adicciones: Revista de socidrogalcohol
Resumen
Nomophobia is a situational phobia leading to a deep, irrational, and disproportionate fear of not being able to use the smartphone. An instrumental study on the Spanish version of the Nomophobia Questionnaire (NMP-Q) was carried out. The objectives were: 1) To analyse its factor structure and reliability; 2) to test for the invariance of sex and age groups, and 3) to obtain specific cut-off points by sex and age non-existent to date. Sampling was incidental and non-probabilistic with 5012 participants (57.9%, females) aged 12-24 years (M = 18.04, SD = 3.3). The confirmatory factor analysis revealed a hierarchical model with four correlated factors explained by a general second-order factor. The internal validity and reliability values of the NMP-Q dimensions are satisfactory, ranging between .78, .85, .86, and .92 (Omega ω). A multigroup analysis confirmed the invariance across sex and age groups. Building on the NMP-Q scores, we calculated 3 cut-off points using percentiles 15th, 80th and 95th (unnomophobic, at risk of nomophobia, and nomophobic). Females aged 12-15 years had the highest nomophobic scores. We can conclude that the proposed sex and age cut-off points will allow us to better identify nomophobic problems from a clinical point of view
Información de financiación
This research was funded by Spanish Ministry of Economy, Industry and Competitiveness,RTI2018-094212-B-I00: (CIBER-AACC); and by the International University of la Rioja, Project “Cyberpsychology(Trienio 2017-20)”. In addition, this research was supported by a grant from the Basque Country (Ref. IT982-16).Financiadores
- Universidad Internacional de La Rioja Spain
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- IT982-16
Referencias bibliográficas
- Adawi, M., Bragazzi, N. L., Argumosa-Villar, L., Boada-Grau, J., Vigil-Colet, A., Yildirim, C., del Puente, G. y Watad, A. (2018). Translation and validation of the Nomophobia Questionnaire in the Italian language: Exploratory factor analysis. JMIR Mhealth and Uhealth, 6, e24. doi:10.2196/mhealth.9186.
- American Psychological Association (2017). Ethical Principles of Psychologists and Code of Conduct. Recuperado de https://www.apa.org/ethics/code/index American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders-text revision (5th ed.). Washington, DC: American Psychiatric Publishing
- Arpaci, I., Baloglu, M., Kozan, I. Ö. H. y Kesici, S. (2017). Individual differences in the relationship between attachment and nomophobia among college students: The mediating role of mindfulness. Journal of Medical Internet Research, 19, e404. doi:10.2196/jmir.8847.
- Baron, N. S. y Campbell, E. M. (2011). Gender and mobile phones in cross-national context. Language Sciences 34, 13-27. doi:10.1016/j.langsci.2011.06.018
- Belk, R. (2016). Extended self and the digital world. Current Opinion in Psychology, 10, 50–54. doi:10.1016/j.copsyc.2015.11.003.
- Bragazzi, N. L. y Del Puente, G. (2014). A proposal for including nomophobia in the new DSM-V. Psychology Research and Behavior Management, 7, 155–160. doi:10.2147/PRBM.S41386.
- Bragazzi, N. L., Del Puente, G., Adavastro, G., Pompei, V., Siri, A., Rania, N., Correia, A. P. y Yildirim, C. (2016). Translation and validation of the Nomophobia Questionnaire (NMP-Q) in Italian language: Insights from factor analysis. European Psychiatry, 33, S390. doi:10.1016/j.eurpsy.2016.01.1110.
- Carter, M. y Grover, V. (2015). Me, my Self, and I(T): Conceptualizing information technology identity and its implications. MIS Quarterly, 4, 931-957. doi:10.25300/MISQ/2015/39.4.9.
- Cheung, G. W. y Rensvold, R. B. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling: A Multidisciplinary Journal, 9, 233–255. doi:10.1207/S15328007SEM0902_5.
- Crawford, J. R. y Henry, J. D. (2003). The Depression Anxiety Stress Scales (DASS): Normative data and latent structure in a large non-clinical sample. British Journal of Clinical Psychology, 42, 111–131. doi:10.1348/014466503321903544.
- Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests. Psychometrika, 16, 297–334.
- Dasgupta, P., Bhattacherjee, S., Dasgupta, S., Roy, J., Mukherjee, A. y Biswas, R. (2017). Nomophobic behaviors among smartphone using medical and engineering students in two colleges of West Bengal. Indian Journal of Public Health, 61, 199. doi:10.4103/ijph.IJPH_81_16.
- Davis, K. (2013). Young people’s digital lives: The impact of interpersonal relationships and digital media use on adolescents’ sense of identity. Computers in Human Behavior, 29, 2281–2293. doi:10.1016/j.chb.2013.05.022.
- Ditrendia. (2017). Mobile report in Spain and worldwide 2017. Recuperado de https://www.amic.media/media/files/file_352_1289.pdf.
- Dongre, A. S., Inamdar, I. F. y Gattani, P. L. (2017). Nomophobia: A study to evaluate mobile phone dependence and impact of cell phone on health. National Journal of Community Medicine, 8, 688–693. doi:10.4103/0970-0218.66878.
- Elosua, P. y Zumbo, B. (2008). Coeficientes de fiabilidad para escalas de respuesta categórica ordenada. Psicothema, 20, 896-901.
- Farooqui, I. A., Pore, P. y Gothankar, J. (2017). Nomophobia: An emerging issue in medical institutions? Journal of Mental Health, 27, 438-441. doi:10.1080/09638237.2017.1417564.
- Garmendia-Larrañaga, M., Jiménez-Iglesias, E., Casado, M. y Mascheroni, G. (2016). Net children go mobile: Riesgos y oportunidades en internet y uso de dispositivos móviles entre menores españoles (2010-2015). Bilbao, España: Universidad del País Vasco.
- Gezgin, D. M. y Çakır, Ö. (2016). Analysis of nomophobic behaviors of adolescents regarding various factors. Journal of Human Sciences, 13, 2504–2519. doi:10.14687/jhs.v13i2.3797.
- Gezgin, D. M., S¸umuer, E., Arslan, O. y Yildirim, S. (2017). Nomophobia prevalence among pre-service teachers: A case of Trakya University. Trakya Üniversitesi Eg˘itim Fakültesi Dergisi, 7, 86–95. doi:10.17860/mersinefd.359458.
- González-Cabrera, J., Balea, A., Vallina, M., Moya, A. y Laviana, O. (2017). Informe ejecutivo del Proyecto CIBERASTUR. Oviedo, Asturias: Consejería de Educación y Cultura, Principado de Asturias. Recuperado de https://goo.gl/wLxQ6i.
- González-Cabrera, J., León-Mejía, A., Calvete, E. y Pérez-Sancho, C. (2017). Adaptation to Spanish of the Nomophobia Questionnaire (NMP-Q) in a sample of adolescents. Actas Españolas de Psiquiatría, 45, 137-44.
- Google/TNS, C. B. S. (2017). Consumer Barometer Study 2017: The year of the mobile majority. Mountain View, USA. Recuperado de https://goo.gl/xJVNYF.
- Han, S., Kim, K. J. y Kim, J. H. (2017). Understanding nomophobia: Structural equation modeling and semantic network analysis of smartphone separation anxiety. Cyberpsychology, Behavior, and Social Networking, 20, 419-427. doi:10.1089/cyber.2017.0113.
- Hu, L. y Bentler, P. M. (1999). Cut off criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6, 1-55. doi:10.1080/10705519909540118.
- IBM Corp. (2015). IBM SPSS Statistics for Windows, Version 23.0. Armonk, NY: IBM Corporation.
- James, W. (1890). The principles of psychology, Vol I. New York, NY: Henry Holt and Co.
- Jöreskog, K. G. y Sörbom, D. (2013). LISREL 9.2 [computer software]. Lincolnwood, IL: Scientific Software International.
- King, A., Guedes, E., Pedro Neto, J., Guimaraes, F. y Nardi, A. (2017). Nomophobia: Clinical and demographic profile of social network excessive users. Journal of Addiction Research and Therapy, 8, 339. doi:10.4172/2155-6105.1000339.
- King, A. L. S., Valença, A. M., Silva, A. C. O., Baczynski, T., Carvalho, M. R. y Nardi, A. E. (2013). Nomophobia: Dependency on virtual environments or social phobia? Computers in Human Behavior, 29, 140-144. doi:10.1016/j.chb.2012.07.025.
- Kirwan, G. (2016). Computer mediated communication and online media. In G. K. I. Connolly, M. Palmer, and H. Barton (Eds.), An introduction to cyberpsychology (pp. 31-43). London: Routledge.
- Lin, C., Griffiths, M. y Pakpour, A. (2018). Psychometric evaluation of Persian Nomophobia Questionnaire: Differential item functioning and measurement invariance across gender. Journal of Behavioral Addictions, 7, 100-108. doi:10.1556/2006.7.2018.11.
- López-Fernández, O., Freixa-Blanxart, M. y Honrubia-Serrano, M. L. (2013). The Problematic Internet Entertainment Use Scale for Adolescents: Prevalence of problem internet use in Spanish high school students. Cyberpsychology, Behavior, and Social Networking, 16, 108-118. doi:10.1089/cyber.2012.0250.
- Ma, J. y Liu, C. (2018). Evaluation of the factor structure of the Chinese version of the Nomophobia Questionnaire. Current Psychology, 1-7. doi:10.1007/s12144-018-0071-9.
- Madhusudan, M., Sudarshan, B. P., Sanjay, T. V., Gopi, A. y Fernandes S. D. A. (2017). Nomophobia and determinants among the students of a medical college in Kerala. International Journal of Medical Science and Public Health 6, 1046-1049. doi:10.5455/ijmsph.2017.0203115022017.
- McDonald, R. (1999). Test theory: A unified treatment. Mahwah, NJ: Erlbaum.
- Moltner, A. y Revelle, W. (2015). Find the greatest lower bound to reliability. Recuperado de http://personality-project.org/r/psych/help/glb.algebraic.html
- Montero, I. y León, O.G. (2007). A guide for naming research studies in Psychology. International Journal of Clinical and Health Psychology, 7, 847-862.
- Müge, A. y Gezgin, D. M. (2016). A modern phobia: Prevalence of nomophobia among college students. Journal of Faculty of Educational Sciences, 49, 141–158. doi:10.1177/0266666915599025.
- Nawaz, I., Sultana, I., Amjad, M. J. y Shaheen, A. (2017). Measuring the enormity of nomophobia among youth in Pakistan. Journal of Technology in Behavioral Science, 2, 149-155. doi:10.1007/s41347-017-0028-0.
- Pedrero, E., Ruiz, J., Rojo, G., Llanero, M., Pedrero, J., Morales, S. y Puerta, C. (2018). Information and communications technologies (ICT): Problematic use of internet, video games, mobile phones, instant messaging and social networks using MULTICAGE-TIC. Adicciones, 30, 19-32. doi:10.20882/adicciones.806.
- Prasad, M., Basavaraj, P., Singla, A., Gupta, R., Saha, S., Kumar, J., Malhi, R. y Pandita, V. (2017). Nomophobia: A cross-sectional study to assess mobile phone usage among dental students. Journal of Clinical and Diagnostic Research, 11, ZC34-ZC39. doi:10.7860/JCDR/2017/20858.9341.
- R Core Team. (2013). R: A Language and Environment for Statistical Computing. Vienna, Austria: R Foundation for Statistical Computing. Recuperado de http://www.R-project.org/.
- Revelle, W. (2018). Psych: Procedures for personality and psychological research. Illinois, USA: Northwestern University. Recuperado de https://CRAN.R-project.org/package=psych Version = 1.8.12.
- Ruiz-Ruano, A., López-Salmerón, M. y López Puga, J. (2020). Experiential avoidance and excessive smartphone use: A Bayesian approach. Adicciones, 32, 116-127. doi:10.20882/adicciones.1151.
- Salmera-Aro, K. (2011). Stages of adolescence. In: B. Brown and J. J. Prinstein (Eds.), Encyclopedia of adolescence, Vol. 1. (pp. 360-68). Oxford, UK: Elsevier.
- Securenvoy. (2012). 66% of the population suffer from Nomophobia, the fear of being without their phone. Recuperado de https://www.securenvoy.com/blog/2012/02/16/66-of-the-population-suffer-from-nomophobia-the-fear-of-being-without-their-phone/.
- Sharma, N., Sharma, P., Sharma, N. y Wavare, R. R. (2015). Rising concern of nomophobia amongst Indian medical students. International Journal of Research in Medical Sciences, 3, 705–707. doi:10.5455/2320-6012.ijrms20150333.
- Statista. (2017). Types of devices used to connect to Internet in Spain in 2017. Recuperado de https://es.statista.com/estadisticas/478515/dispositivos-usados-para-acceder-a-internet-en-espana/.
- Taneja, C. (2014). The psychology of excessive cellular phone use. Delhi Psychiatry Journal, 17, 448–451.
- Uysal, S., Özen, H. y Madeno˘glu, C. (2016). Social phobia in higher education: The influence of nomophobia on social phobia. The Global E-Learning Journal, 5, 1-8.
- Walsh, S. P., White, K. M. y Young, R. (2010). Needing to connect: The effect of self and others on young people’s involvement with their mobile phones. Australian Journal of Psychology, 62, 194–203. doi:10.1080/00049530903567229.
- Woodhouse, B. y Jackson, P.H. (1977). Lower bounds for the reliability of the total score on a test composed of non-homogeneous items: II: A search procedure to locate the greatest lower bound. Psychometrika, 42, 579-591. doi:10.1007/BF02295980.
- Yildirim, C. y Correia, A. P. (2015). Exploring the dimensions of nomophobia: Development and validation of a self-reported questionnaire. Computers in Human Behavior, 49, 130-137. doi:10.1016/j.chb.2015.02.059.
- Yildirim, C., Sumuer, E., Adnan, M. y Yildirim, S. (2015). A growing fear: Prevalence of nomophobia among Turkish college students. Information Development, 32, 1322-1331. doi:10.1177/0266666915599025.
- Yudes-Gómez, C., Baridon-Chauvie, D. y González-Cabrera, J. (2018). Cyberbullying and problematic Internet use in Colombia, Uruguay and Spain: Cross-cultural study. Comunicar, 56, 49-58. doi:10.3916/C56-2018-05.