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Published in: International Journal of Mental Health and Addiction 2/2018

Open Access 01-04-2018 | Original Article

Measurement Invariance of the Internet Gaming Disorder Scale–Short-Form (IGDS9-SF) Between Australia, the USA, and the UK

Authors: Vasileios Stavropoulos, Charlotte Beard, Mark D. Griffiths, Tyrone Buleigh, Rapson Gomez, Halley M. Pontes

Published in: International Journal of Mental Health and Addiction | Issue 2/2018

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Abstract

The Internet Gaming Disorder Scale–Short-Form (IGDS9-SF) is widely used to assess Internet Gaming Disorder behaviors. Investigating cultural limitations and implications in its applicability is imperative. One way to evaluate the cross-cultural feasibility of the measure is through measurement invariance analysis. The present study used Multigroup Confirmatory Factor Analysis (MGCFA) to examine the IGDS9-SF measurement invariance across gamers from Australia, the United States of America (USA), and the United Kingdom (UK). To accomplish this, 171 Australian, 463 USA, and 281 UK gamers completed the IGDS9-SF. Although results supported the one-factor structure of the IGD construct, they indicated cross-country variations in the strength of the relationships between the indicators and their respective factor (i.e., non-invariant loadings of items 1, 2, 5), and that the same scores may not always indicate the same level of IGD severity across the three groups (i.e., non-invariant intercepts for items 1, 5, 7, 9).
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Literature
go back to reference American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders (5th ed.). Arlington, VA: American Psychiatric Publishing.CrossRef American Psychiatric Association. (2013). Diagnostic and statistical manual of mental disorders (5th ed.). Arlington, VA: American Psychiatric Publishing.CrossRef
go back to reference Anderson, E. L., Steen, E., & Stavropoulos, V. (2016). Internet use and problematic internet Use: A systematic review of longitudinal research trends in adolescence and emergent adulthood. International Journal of Adolescence and Youth, 1–25. doi:10.1080/02673843.2016.1227716. Anderson, E. L., Steen, E., & Stavropoulos, V. (2016). Internet use and problematic internet Use: A systematic review of longitudinal research trends in adolescence and emergent adulthood. International Journal of Adolescence and Youth, 1–25. doi:10.​1080/​02673843.​2016.​1227716.
go back to reference Benjamini, Y., & Hochberg, Y. (1995). Controlling the false discovery rate: a practical and powerful approach to multiple testing. Journal of the Royal Statistical Society, Series B, 57, 289–300. Benjamini, Y., & Hochberg, Y. (1995). Controlling the false discovery rate: a practical and powerful approach to multiple testing. Journal of the Royal Statistical Society, Series B, 57, 289–300.
go back to reference Beyers, J. M., Toumbourou, J. W., Catalano, R. F., Arthur, M. W., & Hawkins, J. D. (2004). A cross-national comparison of risk and protective factors for adolescent substance use: the United States and Australia. Journal of Adolescent Health, 35(1), 3–16. doi:10.1016/j.jadohealth.2003.08.015. Beyers, J. M., Toumbourou, J. W., Catalano, R. F., Arthur, M. W., & Hawkins, J. D. (2004). A cross-national comparison of risk and protective factors for adolescent substance use: the United States and Australia. Journal of Adolescent Health, 35(1), 3–16. doi:10.​1016/​j.​jadohealth.​2003.​08.​015.
go back to reference Brown, T. A. (2014). Confirmatory factor analysis for applied research. New York: Guilford Publications. Brown, T. A. (2014). Confirmatory factor analysis for applied research. New York: Guilford Publications.
go back to reference Casler, K., Bickel, L., & Hackett, E. (2013). Separate but equal? A comparison of participants and data gathered via Amazon’s mechanical Turk, social media, and face-to-face behavioral testing. Computers in Human Behavior, 29(6), 2156–2160. doi:10.1016/j.chb.2013.05.009.CrossRef Casler, K., Bickel, L., & Hackett, E. (2013). Separate but equal? A comparison of participants and data gathered via Amazon’s mechanical Turk, social media, and face-to-face behavioral testing. Computers in Human Behavior, 29(6), 2156–2160. doi:10.​1016/​j.​chb.​2013.​05.​009.CrossRef
go back to reference Chen, S., & Bouvain, P. (2009). Is corporate responsibility converging? A comparison of corporate responsibility reporting in the USA, UK, Australia, and Germany. Journal of Business Ethics, 87, 299–317. doi:10.1007/s10551-008-9794-0.CrossRef Chen, S., & Bouvain, P. (2009). Is corporate responsibility converging? A comparison of corporate responsibility reporting in the USA, UK, Australia, and Germany. Journal of Business Ethics, 87, 299–317. doi:10.​1007/​s10551-008-9794-0.CrossRef
go back to reference Clemens, S., Begum, N., Harper, C., Whitty, J. A., & Scuffham, P. A. (2014). A comparison of EQ-5D-3L population norms in Queensland, Australia, estimated using utility value sets from Australia, the UK and USA. Quality of Life Research, 23(8), 2375–2381. doi:10.1007/s11136-014-0676-x.CrossRefPubMed Clemens, S., Begum, N., Harper, C., Whitty, J. A., & Scuffham, P. A. (2014). A comparison of EQ-5D-3L population norms in Queensland, Australia, estimated using utility value sets from Australia, the UK and USA. Quality of Life Research, 23(8), 2375–2381. doi:10.​1007/​s11136-014-0676-x.CrossRefPubMed
go back to reference Coffey, C., Carlin, J. B., Lynskey, M., Li, N., & Patton, G. C. (2003). Adolescent precursors of cannabis dependence: Findings from the Victoria adolescent health cohort study. British Journal of Psychiatry, 182, 330–336. doi:10.1192/bjp.182.4.330. Coffey, C., Carlin, J. B., Lynskey, M., Li, N., & Patton, G. C. (2003). Adolescent precursors of cannabis dependence: Findings from the Victoria adolescent health cohort study. British Journal of Psychiatry, 182, 330–336. doi:10.​1192/​bjp.​182.​4.​330.
go back to reference Gjersing, L., Caplehorn, J. R. M., & Clausen, T. (2010). Cross-cultural adaptation of research instruments: language, setting, time and statistical considerations. Biomed Central Medical Research Methodology, 10(13). doi:10.1186/1471-2288-10-13. Gjersing, L., Caplehorn, J. R. M., & Clausen, T. (2010). Cross-cultural adaptation of research instruments: language, setting, time and statistical considerations. Biomed Central Medical Research Methodology, 10(13). doi:10.​1186/​1471-2288-10-13.
go back to reference Gomez, R., & Rohner, R. P. (2011). Tests of factor structure and measurement invariance in the United States and Australia using the adult version of the parental acceptance-rejection questionnaire. Cross- Cultural Research, 45(3), 267–285. doi:10.1177/1069397111403111. Gomez, R., & Rohner, R. P. (2011). Tests of factor structure and measurement invariance in the United States and Australia using the adult version of the parental acceptance-rejection questionnaire. Cross- Cultural Research, 45(3), 267–285. doi:10.​1177/​1069397111403111​.
go back to reference Griffiths, M. D. (2010). The use of online methodologies in data collection for gambling and gaming addictions. International Journal of Mental Health and Addiction, 8, 8–20. doi:10.1007/s11469-009-9209-1. Griffiths, M. D. (2010). The use of online methodologies in data collection for gambling and gaming addictions. International Journal of Mental Health and Addiction, 8, 8–20. doi:10.​1007/​s11469-009-9209-1.
go back to reference Griffiths, M. D., van Rooij, A. J., Kardefelt-Winther, D., Starcevic, V., Király, O., Pallesen, S.& Demetrovics, Z. (2016). Working towards an international consensus on criteria for assessing internet gaming disorder: A critical commentary on Petry et al. (2014). Addiction, 111(1), 167–75. doi:10.1111/add.13057. Griffiths, M. D., van Rooij, A. J., Kardefelt-Winther, D., Starcevic, V., Király, O., Pallesen, S.& Demetrovics, Z. (2016). Working towards an international consensus on criteria for assessing internet gaming disorder: A critical commentary on Petry et al. (2014). Addiction, 111(1), 167–75. doi:10.​1111/​add.​13057.
go back to reference Hoeft, F., Watson, C. L., Kesler, S. R., Bettinger, K. E., & Reiss, A. L. (2008). Gender differences in the mesocorticolimbic system during computer game-play. Journal of Psychiatric Research, 42(4), 253–258. doi:10.1016/j.jpsychires.2007.11.010. Hoeft, F., Watson, C. L., Kesler, S. R., Bettinger, K. E., & Reiss, A. L. (2008). Gender differences in the mesocorticolimbic system during computer game-play. Journal of Psychiatric Research, 42(4), 253–258. doi:10.​1016/​j.​jpsychires.​2007.​11.​010.
go back to reference King, D. L., & Delfabbro, P. H. (2014). Is preoccupation an oversimplification? A call to examine cognitive factors underlying internet gaming disorder. Addiction, 109(9), 1566–1567. doi:10.1111/add.12547. King, D. L., & Delfabbro, P. H. (2014). Is preoccupation an oversimplification? A call to examine cognitive factors underlying internet gaming disorder. Addiction, 109(9), 1566–1567. doi:10.​1111/​add.​12547.
go back to reference King, D. L., Delfabbro, P. H., & Griffiths, M. D. (2010a). The role of structural characteristics in problem video game playing: A review. Cyberpsychology: Journal of Psychosocial Research on Cyberspace, 4(1), article 1. King, D. L., Delfabbro, P. H., & Griffiths, M. D. (2010a). The role of structural characteristics in problem video game playing: A review. Cyberpsychology: Journal of Psychosocial Research on Cyberspace, 4(1), article 1.
go back to reference King, D. L., Delfabbro, P. H., & Griffiths, M. D. (2010b). Video game structural characteristics: A new psychological taxonomy. International Journal of Mental Health and Addiction, 8(1), 90–106. doi:10.1007/s11469-009-9206-4. King, D. L., Delfabbro, P. H., & Griffiths, M. D. (2010b). Video game structural characteristics: A new psychological taxonomy. International Journal of Mental Health and Addiction, 8(1), 90–106. doi:10.​1007/​s11469-009-9206-4.
go back to reference King, D. L., Delfabbro, P. H., & Griffiths, M. D. (2011). The role of structural characteristics in problematic video game play: An empirical study. International Journal of Mental Health and Addiction, 9(3), 320–333. doi:10.1007/s11469-010-9289-y. King, D. L., Delfabbro, P. H., & Griffiths, M. D. (2011). The role of structural characteristics in problematic video game play: An empirical study. International Journal of Mental Health and Addiction, 9(3), 320–333. doi:10.​1007/​s11469-010-9289-y.
go back to reference King, D. L., Haagsma, M. C., Delfabbro, P. H., Gradisar, M., & Griffiths, M. D. (2013). Toward a consensus definition of pathological video-gaming: A systematic review of psychometric assessment tools. Clinical Psychology Review, 33, 331–342. doi:10.1016/j.cpr.2013.01.002. King, D. L., Haagsma, M. C., Delfabbro, P. H., Gradisar, M., & Griffiths, M. D. (2013). Toward a consensus definition of pathological video-gaming: A systematic review of psychometric assessment tools. Clinical Psychology Review, 33, 331–342. doi:10.​1016/​j.​cpr.​2013.​01.​002.
go back to reference Király, O., Griffiths, M. D., & Demetrovics, Z. (2015). Internet gaming disorder and the DSM-5: Conceptualization, debates, and controversies. Current Addiction Reports, 2(3), 254-262. doi:10.1007/s40429-015-0066-7. Király, O., Griffiths, M. D., & Demetrovics, Z. (2015). Internet gaming disorder and the DSM-5: Conceptualization, debates, and controversies. Current Addiction Reports, 2(3), 254-262. doi:10.​1007/​s40429-015-0066-7.
go back to reference Király, O., Sleczka, P., Pontes, H. M., Urbán, R., Griffiths, M. D., & Demetrovics, Z. (2017). Validation of the ten-item Internet Gaming Disorder Test (IGDT-10) and evaluation of the nine DSM-5 Internet Gaming Disorder criteria. Addictive Behaviors, 64, 253–260. doi:10.1016/j.addbeh.2015.11.005. Király, O., Sleczka, P., Pontes, H. M., Urbán, R., Griffiths, M. D., & Demetrovics, Z. (2017). Validation of the ten-item Internet Gaming Disorder Test (IGDT-10) and evaluation of the nine DSM-5 Internet Gaming Disorder criteria. Addictive Behaviors, 64, 253–260. doi:10.​1016/​j.​addbeh.​2015.​11.​005.
go back to reference Kuss, D. J., Griffiths, M. D., & Pontes, H. M. (2017). Chaos and confusion in DSM-5 diagnosis of Internet Gaming Disorder: Issues, concerns, and recommendations for clarity in the field. Journal of Behavioral Addictions, 6(2), 103–109. doi:10.1556/2006.5.2016.062. Kuss, D. J., Griffiths, M. D., & Pontes, H. M. (2017). Chaos and confusion in DSM-5 diagnosis of Internet Gaming Disorder: Issues, concerns, and recommendations for clarity in the field. Journal of Behavioral Addictions, 6(2), 103–109. doi:10.​1556/​2006.​5.​2016.​062.
go back to reference Lopez-Fernandez, O., Kuss, D., Pontes, H., & Griffiths, M. (2016). Video game addiction: Providing evidence for internet gaming disorder through a systematic review of clinical studies. European Psychiatry, 33, S306. doi:10.1016/j.eurpsy.2016.01.1047. Lopez-Fernandez, O., Kuss, D., Pontes, H., & Griffiths, M. (2016). Video game addiction: Providing evidence for internet gaming disorder through a systematic review of clinical studies. European Psychiatry, 33, S306. doi:10.​1016/​j.​eurpsy.​2016.​01.​1047.
go back to reference Monacis, L., De Palo, V., Griffiths, M. D., & Sinatra, M. (2016). Validation of the internet gaming disorder scale – short-form (IGDS9-SF) in an Italian-speaking sample. Journal of Behavioral Addictions, 5(4), 683–690. doi:10.1556/2006.5.2016.083. Monacis, L., De Palo, V., Griffiths, M. D., & Sinatra, M. (2016). Validation of the internet gaming disorder scale – short-form (IGDS9-SF) in an Italian-speaking sample. Journal of Behavioral Addictions, 5(4), 683–690. doi:10.​1556/​2006.​5.​2016.​083.
go back to reference Muthén, L. K., & Muthén, B. O. (2012). Mplus user’s guide (seventh ed.). Los Angeles, CA: Muthén & Mut. Muthén, L. K., & Muthén, B. O. (2012). Mplus user’s guide (seventh ed.). Los Angeles, CA: Muthén & Mut.
go back to reference Oyserman, D., Coon, H. M., & Kemmelmeier, M. (2002). Rethinking individualism and collectivism: Evaluation of theoretical assumptions and meta-analyses. Psychological Bulletin, 128(1), 3–72. doi:10.1037/0033-2909.128.1.3. Oyserman, D., Coon, H. M., & Kemmelmeier, M. (2002). Rethinking individualism and collectivism: Evaluation of theoretical assumptions and meta-analyses. Psychological Bulletin, 128(1), 3–72. doi:10.​1037/​0033-2909.​128.​1.​3.
go back to reference Petry, N. M., Rehbein, F., Gentile, D. A., Lemmens, J. S., Rumpf, H. J., Mößle, T., et al. (2014). An international consensus for assessing internet gaming disorder using the new DSM-5 approach. Addiction, 109(9), 1399–1406. doi:10.1111/add.12457.CrossRefPubMed Petry, N. M., Rehbein, F., Gentile, D. A., Lemmens, J. S., Rumpf, H. J., Mößle, T., et al. (2014). An international consensus for assessing internet gaming disorder using the new DSM-5 approach. Addiction, 109(9), 1399–1406. doi:10.​1111/​add.​12457.CrossRefPubMed
go back to reference Pettit, F. A. (2002). A comparison of World-Wide Web and paper-and-pencil personality questionnaires. Behavior Research Methods, Instruments, & Computers, 34(1), 50–54. doi:10.3758/BF03195423.CrossRef Pettit, F. A. (2002). A comparison of World-Wide Web and paper-and-pencil personality questionnaires. Behavior Research Methods, Instruments, & Computers, 34(1), 50–54. doi:10.​3758/​BF03195423.CrossRef
go back to reference Pontes, H. M. (2016). Current practices in the clinical and psychometric assessment of internet gaming disorder in the era of the DSM-5: A mini review of existing assessment tools. Mental Health and Addiction Research, 1(1), 18–19. doi:10.15761/MHAR.1000105. Pontes, H. M. (2016). Current practices in the clinical and psychometric assessment of internet gaming disorder in the era of the DSM-5: A mini review of existing assessment tools. Mental Health and Addiction Research, 1(1), 18–19. doi:10.​15761/​MHAR.​1000105.
go back to reference Pontes, H. M., & Griffiths, M. D. (2014). Assessment of internet gaming disorder in clinical research: Past and present perspectives. Clinical Research and Regulatory Affairs, 31(2-4), 35–48. doi:10.3109/10601333.2014.962748. Pontes, H. M., & Griffiths, M. D. (2014). Assessment of internet gaming disorder in clinical research: Past and present perspectives. Clinical Research and Regulatory Affairs, 31(2-4), 35–48. doi:10.​3109/​10601333.​2014.​962748.
go back to reference Pontes, H. M., Király, O., Demetrovics, Z., & Griffiths, M. D. (2014). The conceptualisation and measurement of DSM-5 internet gaming disorder: The development of the IGD-20 test. PLoS ONE, 9(10), e110137. doi:10.1371/journal.pone.0110137. Pontes, H. M., Király, O., Demetrovics, Z., & Griffiths, M. D. (2014). The conceptualisation and measurement of DSM-5 internet gaming disorder: The development of the IGD-20 test. PLoS ONE, 9(10), e110137. doi:10.​1371/​journal.​pone.​0110137.
go back to reference Pontes, H. M., & Griffiths, M. D. (2015). Measuring DSM-5 internet gaming disorder: Development and validation of a short psychometric scale. Computers in Human Behavior, 45, 137–143. doi:10.1016/j.chb.2014.12.006. Pontes, H. M., & Griffiths, M. D. (2015). Measuring DSM-5 internet gaming disorder: Development and validation of a short psychometric scale. Computers in Human Behavior, 45, 137–143. doi:10.​1016/​j.​chb.​2014.​12.​006.
go back to reference Pontes, H. M., & Griffiths, M. D. (2016). Portuguese validation of the internet gaming disorder scale–short-form. Cyberpsychology, Behavior, and Social Networking, 19(4), 288–293. doi:10.1089/cyber.2015.0605. Pontes, H. M., & Griffiths, M. D. (2016). Portuguese validation of the internet gaming disorder scale–short-form. Cyberpsychology, Behavior, and Social Networking, 19(4), 288–293. doi:10.​1089/​cyber.​2015.​0605.
go back to reference Pontes, H. M., Macur, M., & Griffiths, M. D. (2016a). OR-85: construct validity and preliminary psychometric properties of the internet gaming disorder scale short-form (IGDS9-SF) among Slovenian youth: A nationally representative study. Journal of Behavioral Addictions, 5(S1), 35–36. doi:10.1556/2006.5.2016.042. Pontes, H. M., Macur, M., & Griffiths, M. D. (2016a). OR-85: construct validity and preliminary psychometric properties of the internet gaming disorder scale short-form (IGDS9-SF) among Slovenian youth: A nationally representative study. Journal of Behavioral Addictions, 5(S1), 35–36. doi:10.​1556/​2006.​5.​2016.​042.
go back to reference Pontes, H. M., Macur, M., & Griffiths, M. D. (2016b). Internet gaming disorder among Slovenian primary schoolchildren: Findings from a nationally representative sample of adolescents. Journal of Behavioral Addictions, 5(2), 304-310. doi:10.1556/2006.5.2016.042. Pontes, H. M., Macur, M., & Griffiths, M. D. (2016b). Internet gaming disorder among Slovenian primary schoolchildren: Findings from a nationally representative sample of adolescents. Journal of Behavioral Addictions, 5(2), 304-310. doi:10.​1556/​2006.​5.​2016.​042.
go back to reference Raykov, T., Marcoulides, G. A., & Millsap, R. E. (2013). Factorial invariance in multiple populations: a multiple testing procedure. Educational and Psychological Measurement, 73(4), 713–727.CrossRef Raykov, T., Marcoulides, G. A., & Millsap, R. E. (2013). Factorial invariance in multiple populations: a multiple testing procedure. Educational and Psychological Measurement, 73(4), 713–727.CrossRef
go back to reference Rehbein, F., Kliem, S., Baier, D., Mößle, T., & Petry, N. M. (2015). Prevalence of internet gaming disorder in German adolescents: diagnostic contribution of the nine DSM-5 criteria in a state-wide representative sample. Addiction, 110(5), 842–851. doi:10.1111/add.12849.CrossRefPubMed Rehbein, F., Kliem, S., Baier, D., Mößle, T., & Petry, N. M. (2015). Prevalence of internet gaming disorder in German adolescents: diagnostic contribution of the nine DSM-5 criteria in a state-wide representative sample. Addiction, 110(5), 842–851. doi:10.​1111/​add.​12849.CrossRefPubMed
go back to reference Salguero, R. A. T., & Moran, R. B. M. (2002). Measuring problem video game playing in adolescents. Addiction, 97(12), 1601–1160.CrossRef Salguero, R. A. T., & Moran, R. B. M. (2002). Measuring problem video game playing in adolescents. Addiction, 97(12), 1601–1160.CrossRef
go back to reference Schlotz, W., Yim, I. S., Zoccola, P. M., Jansen, L., & Schulz, P. (2011). The perceived stress reactivity Scale: measurement invariance, stability, and validity in three countries. Psychological Assessment, 23(1), 80. doi:10.1037/a0021148. Schlotz, W., Yim, I. S., Zoccola, P. M., Jansen, L., & Schulz, P. (2011). The perceived stress reactivity Scale: measurement invariance, stability, and validity in three countries. Psychological Assessment, 23(1), 80. doi:10.​1037/​a0021148.
go back to reference Singelis, T. M., Triandis, H. C., Bhawuk, D. P., & Gelfand, M. J. (1995). Horizontal and vertical dimensions of individualism and collectivism: a theoretical and measurement refinement. Cross-Cultural Research, 29(3), 240–275.CrossRef Singelis, T. M., Triandis, H. C., Bhawuk, D. P., & Gelfand, M. J. (1995). Horizontal and vertical dimensions of individualism and collectivism: a theoretical and measurement refinement. Cross-Cultural Research, 29(3), 240–275.CrossRef
go back to reference Stavropoulos, V., Alexandraki, K., & Motti-Stefanidi, F. (2013). Recognizing internet addiction: Prevalence and relationship to academic achievement in adolescents enrolled in urban and rural Greek high schools. Journal of Adolescence, 36(3), 565–576. doi:10.1016/j.adolescence.2013.03.008. Stavropoulos, V., Alexandraki, K., & Motti-Stefanidi, F. (2013). Recognizing internet addiction: Prevalence and relationship to academic achievement in adolescents enrolled in urban and rural Greek high schools. Journal of Adolescence, 36(3), 565–576. doi:10.​1016/​j.​adolescence.​2013.​03.​008.
go back to reference Stavropoulos, V., Kuss, D. J., Griffiths, M. D., Wilson, P., & Motti-Stefanidi, F. (2017). MMORPG gaming and hostility predict Internet addiction symptoms in adolescents: An empirical multilevel longitudinal study. Addictive Behaviors, 64, 294–300. doi:10.1016/j.addbeh.2015.09.001. Stavropoulos, V., Kuss, D. J., Griffiths, M. D., Wilson, P., & Motti-Stefanidi, F. (2017). MMORPG gaming and hostility predict Internet addiction symptoms in adolescents: An empirical multilevel longitudinal study. Addictive Behaviors, 64, 294–300. doi:10.​1016/​j.​addbeh.​2015.​09.​001.
go back to reference Stetina, B. U., Kothgassner, O. D., Lehenbauer, M., & Kryspin-Exner, I. (2011). Beyond the fascination of online-games: probing addictive behavior and depression in the world of online-gaming. Computers in Human Behavior, 27, 473–479. doi:10.1016/j.chb.2010.09.015.CrossRef Stetina, B. U., Kothgassner, O. D., Lehenbauer, M., & Kryspin-Exner, I. (2011). Beyond the fascination of online-games: probing addictive behavior and depression in the world of online-gaming. Computers in Human Behavior, 27, 473–479. doi:10.​1016/​j.​chb.​2010.​09.​015.CrossRef
go back to reference Van Rooij, A. J., Van Looy, J., & Billieux, J. (2016). Internet gaming disorder as a formative construct: implications for conceptualization and measurement. Psychiatry and Clinical Neurosciences. doi:10.1111/pcn.12404. Van Rooij, A. J., Van Looy, J., & Billieux, J. (2016). Internet gaming disorder as a formative construct: implications for conceptualization and measurement. Psychiatry and Clinical Neurosciences. doi:10.​1111/​pcn.​12404.
go back to reference Weigold, A., Weigold, I. K., & Russell, E. J. (2013). Examination of the equivalence of self-report survey-based paper-and-pencil and Internet data collection methods. Psychological Methods, 18(1), 53–70. doi:10.1037/a0031607.CrossRefPubMed Weigold, A., Weigold, I. K., & Russell, E. J. (2013). Examination of the equivalence of self-report survey-based paper-and-pencil and Internet data collection methods. Psychological Methods, 18(1), 53–70. doi:10.​1037/​a0031607.CrossRefPubMed
go back to reference Westwood, D., & Griffiths, M. D. (2010). The role of structural characteristics in video-game play motivation: A Q-methodology study. Cyberpsychology, Behavior, and Social Networking, 13(5), 581–585. doi:10.1089/cyber.2009.0361. Westwood, D., & Griffiths, M. D. (2010). The role of structural characteristics in video-game play motivation: A Q-methodology study. Cyberpsychology, Behavior, and Social Networking, 13(5), 581–585. doi:10.​1089/​cyber.​2009.​0361.
go back to reference Wu, T. Y., Lin, C. Y., Årestedt, K., Griffiths, M. D., Broström, A., & Pakpour, A. H. (2017). Psychometric validation of the Persian internet gaming disorder scale-short form: Does gender and hours spent gaming online affect the interpretations of item descriptions? Journal of Behavioral Addictions. doi:10.1556/2006.6.2017.025. Wu, T. Y., Lin, C. Y., Årestedt, K., Griffiths, M. D., Broström, A., & Pakpour, A. H. (2017). Psychometric validation of the Persian internet gaming disorder scale-short form: Does gender and hours spent gaming online affect the interpretations of item descriptions? Journal of Behavioral Addictions. doi:10.​1556/​2006.​6.​2017.​025.
Metadata
Title
Measurement Invariance of the Internet Gaming Disorder Scale–Short-Form (IGDS9-SF) Between Australia, the USA, and the UK
Authors
Vasileios Stavropoulos
Charlotte Beard
Mark D. Griffiths
Tyrone Buleigh
Rapson Gomez
Halley M. Pontes
Publication date
01-04-2018
Publisher
Springer US
Published in
International Journal of Mental Health and Addiction / Issue 2/2018
Print ISSN: 1557-1874
Electronic ISSN: 1557-1882
DOI
https://doi.org/10.1007/s11469-017-9786-3

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