Validation of a new scale for measuring problematic Internet use: Implications for pre-employment screening
Abstract
The current study introduced a theory-driven, multidimensional measure of problematic Internet use: the Online Cognition Scale (OCS). Undergraduate students (n = 211) in an industrial/organizational psychology course completed the OCS, along with measures of procrastination, rejection sensitivity, loneliness, depression, and impulsivity. A confirmatory factor analysis indicated that problematic Internet use consists of four dimensions: diminished impulse control, loneliness/depression, social comfort, and distraction. As hypothesized, the OCS predicted all of the study variables in the expected directions. Representing a departure from previous research in this area, the current article focused on procrastination, impulsivity, and social rejection as key elements of problematic Internet use. Furthermore, interactive applications (e.g., chat) were most related to problematic Internet use, and scores on the OCS predicted being reprimanded at school or work for inappropriate Internet use. As a result, the utility of the OCS for both clinical assessment of Internet addiction and as an organizational preemployment screening measure to identify potential employees who are likely to abuse the Internet in the workplace (also known as "cyberslacking") were discussed.
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“Such measures are, for example, Brenner’s Internet-Related Addictive Behavior Inventory, 8 the Generalized Problematic Internet Use Scale, 26 the Online Cognition Scale, 20 the Internet Addiction Scale, 27 and the Chinese Internet Addiction Inventory.”
Lee-Won, R. J., Herzog, L., & Park, S. G. (2015) · Cyberpsychology, Behavior, and Social Networking · doi:10.1089/cyber.2015.0002 · Cited by 205 · see citing works
“Therefore, people with social skill deficits may perceive Internet-based interaction as relatively more comfortable and safe compared to face-to-face interaction.(17) Building on this view, the social skill model posits that individuals who perceive themselves as deficient in social skills are prone to develop a prefe…”
Is compulsive internet use related to sensitivity to reward and punishment, and impulsivity?
Meerkerk, G., van den Eijnden, R. J. J. M., Franken, I. H. A., & Garretsen, H. F. L. (2010) · Computers in Human Behavior · doi:10.1016/j.chb.2010.01.009 · Cited by 196 · see citing works
“This conclusion is in line with the findings of other researchers who concluded that that diminished impulse control is a typical feature of CIU (Davis et al., 2002) and that subjects suffering from CIU typically meet the DSM-IV criteria (APA, 1994) for an impulse control disorder (ICD) not…”
BackgroundResultInfluentialOdaci, H. (2011) · Computers & Education · doi:10.1016/j.compedu.2011.01.005 · Cited by 193 · see citing works
Gámez‐Guadix, M. (2014) · Cyberpsychology Behavior and Social Networking · doi:10.1089/cyber.2014.0226 · Cited by 191 · see citing works
“However, problematic Internet use is a multidimensional construct, 28 and the presence of depressive symptoms may show a differential association with the various components of this construct.”
Li, L., Gao, H., & Xu, Y. (2020) · Computers & Education · doi:10.1016/j.compedu.2020.104001 · Cited by 189 · see citing works
Li, W., Garland, E. L., McGovern, P., O’Brien, J. E., Tronnier, C. D., & Howard, M. O. (2017) · Psychology of Addictive Behaviors · doi:10.1037/adb0000269 · Cited by 188 · see citing works
“A higher score indicates a higher level of maladaptive cognitions related to Internet use (Davis et al., 2002).”
BackgroundINTERNET ADDICTION: A REVIEW OF THE FIRST TWENTY YEARS
Mihajlov, M., & Vejmelka, L. (2017) · Psychiatria Danubina · doi:10.24869/psyd.2017.260 · Cited by 194 · see citing works
“Currently, there is no consensus for a consistent nomenclature with some of the different proposed terms being: Internet dependency (teWildt 2011), pathological Internet use (Morahan 2000), problematic Internet use (Davis et al. 2002), compulsive computer use (Black et al. 1999), etc.”
BackgroundMethodTokunaga, R. S., & Rains, S. A. (2010) · Human Communication Research · doi:10.1111/j.1468-2958.2010.01386.x · Cited by 189 · see citing works
Online flow experiences, problematic Internet use and Internet procrastination
Thatcher, A., Wretschko, G., & Fridjhon, P. (2007) · Computers in Human Behavior · doi:10.1016/j.chb.2007.10.008 · Cited by 185 · see citing works
“The majority of studies that have identified groups ‘‘at risk’’ of problematic Internet use have focused on students (Davis et al., 2002; LaRose et al., 2003; Niemz et al., 2005; Simkova & Cincera, 2004; Suhail & Barges, 2006) or high school children (Nalwa & Anand, 2003; Tsai & Lin, 2001; Wan &…”
BackgroundMethodResultInfluentialInternet addiction disorder: Prevalence in an Italian student population
Poli, R., & Agrimi, E. (2012) · Nordic Journal of Psychiatry · doi:10.3109/08039488.2011.605169 · Cited by 192 · see citing works
Hadlington, L. J. (2015) · Computers in Human Behavior · doi:10.1016/j.chb.2015.04.036 · Cited by 180 · see citing works
“Davis et al. (2002) presented the 36-item OCS as a mechanism that explores aspects of excessive Internet use.”
InfluentialInternet addiction assessment tools: dimensional structure and methodological status
Lortie, C. L., & Guitton, M. J. (2013) · Addiction · doi:10.1111/add.12202 · Cited by 177 · see citing works
“Despite heated debates on the nature of excessive internet use and whether or not it involves addiction [8,9], consensus is emerging regarding the existence of this problematic behavior [10].”
BackgroundRozgonjuk, D., Kattago, M., & Täht, K. (2018) · Computers in Human Behavior · doi:10.1016/j.chb.2018.08.003 · Cited by 176 · see citing works
Social self-efficacy, academic locus of control, and internet addiction
İskender, M., & Ahmet Cumhur, A. K. I. N. (2009) · Computers & Education · doi:10.1016/j.compedu.2009.10.014 · Cited by 178 · see citing works
“Internet addiction was measured using Turkish version of the Online Cognition Scale (OCS, Davis et al., 2002; Ozcan & Buzlu, 2005).”
MethodKim, J.-H., & Haridakis, P. M. (2009) · Journal of Computer-Mediated Communication · doi:10.1111/j.1083-6101.2009.01478.x · Cited by 174 · see citing works
The Role of Sexual Compulsivity, Impulsivity, and Experiential Avoidance in Internet Pornography Use
Wetterneck, C. T., Burgess, A. J., Short, M. B., Smith, A. H., & Cervantes, M. E. (2012) · The Psychological Record · doi:10.1007/bf03395783 · Cited by 172 · see citing works
“Consistent with previous research (Davis et al., 2002), impulsivity did appear to have a significant role in the amount of IP use in general.”
BackgroundResultChen, H.-T., & Kim, Y. (2013) · Cyberpsychology, Behavior, and Social Networking · doi:10.1089/cyber.2011.0608 · Cited by 169 · see citing works
Internet addiction: hours spent online, behaviors and psychological symptoms
Tonioni, F., D'Alessandris, L., Lai, C., Martinelli, D., Corvino, S., Vasale, M., Fanella, F., Aceto, P., & Bria, P. (2011) · General Hospital Psychiatry · doi:10.1016/j.genhosppsych.2011.09.013 · Cited by 172 · see citing works
Internet addiction: consensus, controversies, and the way ahead.
Chakraborty, K., Basu, D., & Kumar, K. G. V. (2010) · PubMed · Cited by 166 · see citing works
Morahan-Martin, J. M. (2005) · Social Science Computer Review · doi:10.1177/0894439304271533 · Cited by 165 · see citing works
Reinecke, L., & Hofmann, W. (2016) · Human Communication Research · doi:10.1111/hcre.12082 · Cited by 160 · see citing works
Internet Pathways in Suicidality: A Review of the Evidence
Durkee, T., Hadlaczky, G., Westerlund, M., & Carli, V. (2011) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph8103938 · Cited by 160 · see citing works
“substance abuse may utilize the Internet as a coping mechanism in an attempt to relieve stress [24].”
BackgroundOdacı, H., & Çelik, Ç. B. (2013) · Computers in Human Behavior · doi:10.1016/j.chb.2013.05.026 · Cited by 160 · see citing works
Casale, S., Caplan, S. E., & Fioravanti, G. (2016) · Addictive Behaviors · doi:10.1016/j.addbeh.2016.03.014 · Cited by 152 · see citing works
Understanding online child pornography use: Applying sexual offense theory to internet offenders
Elliott, I. A., & Beech, A. R. (2009) · Aggression and Violent Behavior · doi:10.1016/j.avb.2009.03.002 · Cited by 150 · see citing works
Internet addiction among adolescents in Lebanon
Hawi, N. S. (2012) · Computers in Human Behavior · doi:10.1016/j.chb.2012.01.007 · Cited by 152 · see citing works
Internet addiction and procrastination among Chinese young adults: A moderated mediation model
Geng, J., Han, L., Gao, F., Jou, M., & Huang, C.-C. (2018) · Computers in Human Behavior · doi:10.1016/j.chb.2018.03.013 · Cited by 160 · see citing works
Reinecke, L., Klimmt, C., Meier, A., Reich, S., Hefner, D., Knop-Huelss, K., Rieger, D., & Vorderer, P. (2018) · PLoS ONE · doi:10.1371/journal.pone.0205384 · Cited by 169 · see citing works
The Relationship Between Self-Control and Internet Addiction Among Students: A Meta-Analysis
Li, S., Ren, P., Chiu, M. M., Wang, C., & Lei, H. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.735755 · Cited by 170 · see citing works
Addictive Internet Use among Korean Adolescents: A National Survey
Heo, J., Oh, J., Subramanian, S. V., Kim, Y. H., & Kawachi, I. I. (2014) · PLoS ONE · doi:10.1371/journal.pone.0087819 · Cited by 145 · see citing works
“due to convenience sampling and small sample size as they recruited subjects through the Internet [3,13,24,29–32].”
Background[Validation of two brief scales for Internet addiction and mobile phone problem use].
Fargues, M. B., Lusar, A. C., Jordana, C. G., & Carbonell, X. (2009) · PubMed · Cited by 183 · see citing works
The Relationships Between Internet Addiction, Subjective Vitality, and Subjective Happiness
Ahmet Cumhur, A. K. I. N. (2012) · Cyberpsychology Behavior and Social Networking · doi:10.1089/cyber.2011.0609 · Cited by 146 · see citing works
“Internet addiction was measured by the Turkish version of the Online Cognition Scale.(15,61) The scale was translated into Turkish by seven perfect bilinguals who speak English and Turkish equally well.”
Psychometric Evaluation of the Generalized Problematic Internet Use Scale 2 in an Italian Sample
Fioravanti, G., Primi, C., & Casale, S. (2013) · Cyberpsychology, Behavior, and Social Networking · doi:10.1089/cyber.2012.0429 · Cited by 152 · see citing works
“20 23 Among them, Caplan’s Generalized Problematic Internet Use Scale 2 19 (GPIUS2), a revised and updated version of the Generalized Problematic Internet Use Scale 24 (GPIUS), has been developed to formally test Davis’ cognitive-behavioral model of the GPIU.”
Kitazawa, M., Yoshimura, M., Murata, M., Sato‐Fujimoto, Y., Hitokoto, H., Mimura, M., Tsubota, K., & Kishimoto, T. (2018) · Psychiatry and Clinical Neurosciences · doi:10.1111/pcn.12662 · Cited by 143 · see citing works
The screens culture: impact on ADHD
Weiss, M. D., BAER, S., Allan, B. A., Saran, K., & Schibuk, H. (2011) · ADHD Attention Deficit and Hyperactivity Disorders · doi:10.1007/s12402-011-0065-z · Cited by 140 · see citing works
“Multiple measures have been used to assess Internet and gaming addiction (Beard 2005; Davis et al. 2002; Demetrovics et al. 2008; Johansson and Gotestam 2004; Khazaal et al. 2008; Ko et al. 2005a; Meerkerk et al. 2009; Nichols and Nicki 2004; Tejeiro Salguero and Bersabe Moran 2002).”
BackgroundEvaluation of an Internet addiction treatment program for Chinese adolescents in Hong Kong.
Shek, D. T. L., Tang, V. M. Y., & Lo, C.-P. (2009) · PubMed · Cited by 137 · see citing works
Jelenchick, L. A., Eickhoff, J. C., Christakis, D., Brown, R. L., Zhang, C., Benson, M., & Moreno, M. A. (2014) · Computers in Human Behavior · doi:10.1016/j.chb.2014.01.035 · Cited by 135 · see citing works
“Ten scales were identified, which together constituted a bank of 183 questions (Anderson, 2001; Caplan, 2002; Davis et al., 2002; Demtrovics, Szeredi, & Rozsa, 2008; Huang, Wang, Qian, Zhong, & Tao, 2007; Meerkerk et al., 2009; Mitchell, Sabina, Finkelhor, & Wells, 2009; Morahan-Martin &…”
Floros, G., & Siomos, K. (2013) · Psychiatry Research · doi:10.1016/j.psychres.2013.01.010 · Cited by 134 · see citing works
“The OCS is a theory-driven, multidimensional measure of Internet addiction (Davis et al., 2002).”
BackgroundProblematic Internet Use:Clinical Implications
Liu, T., & Potenza, M. N. (2007) · CNS Spectrums · doi:10.1017/s1092852900015339 · Cited by 133 · see citing works
“Several instruments and scales have been developed, including the Generalized Problematic Internet Use Scale(79) and Online Cognition Scale.(80)They have been used for research purposes and pre-employment screening.”
Clinical Interventions for Technology-Based Problems: Excessive Internet and Video Game Use
King, D. L., Delfabbro, P., & Griffiths, M. D. (2012) · Journal of Cognitive Psychotherapy · doi:10.1891/0889-8391.26.1.43 · Cited by 133 · see citing works
The role of media dependency in predicting continuance intention to use ubiquitous media systems
Carillo, K., Scornavacca, E., & Za, S. (2016) · Information & Management · doi:10.1016/j.im.2016.09.002 · Cited by 134 · see citing works
An Overview of Problematic Gaming
Griffiths, M. D., Király, O., Pontes, H. M., & Demetrovics, Z. (2015) · Oxford University Press eBooks · doi:10.1093/med/9780199380183.003.0002 · Cited by 129 · see citing works
Flett, G. L., Stainton, M., Hewitt, P. L., Sherry, S. B., & Lay, C. (2012) · Journal of Rational-Emotive & Cognitive-Behavior Therapy · doi:10.1007/s10942-012-0150-z · Cited by 132 · see citing works
Internet Use Among Turkish Adolescents
Tahiroğlu, A. Y., Çelik, G. G., Uzel, M., Özcan, N. K., & Avcı, A. (2008) · CyberPsychology & Behavior · doi:10.1089/cpb.2007.0165 · Cited by 129 · see citing works
Wan, H. C., Downey, L. A., & Stough, C. K. K. (2014) · Personality and Individual Differences · doi:10.1016/j.paid.2014.01.018 · Cited by 127 · see citing works
Internet Use and Its Relation with the Psychosocial Situation for a Sample of University Students
Özcan, N. K., & Buzlu, S. (2007) · CyberPsychology & Behavior · doi:10.1089/cpb.2007.9953 · Cited by 125 · see citing works
“The OCS is a 7-point Likert scale of 36 items, developed by Davis.”
InfluentialMoretta, T., Buodo, G., Demetrovics, Z., & Potenza, M. N. (2022) · Comprehensive Psychiatry · doi:10.1016/j.comppsych.2021.152286 · Cited by 125 · see citing works
Wang, J., Wang, P., Yang, X., Zhang, G., Wang, X., Zhao, F., Zhao, M., & Lei, L. (2019) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-019-00106-0 · Cited by 131 · see citing works
“For example, Davis et al. (2002) found that procrastination can predict troublesome internet use.”
BackgroundResultEvaluation of Internet Addiction and Depression among University Students
Örsal, Ö., Örsal, Ö., Ünsal, A., & Ozalp, S. S. (2013) · Procedia - Social and Behavioral Sciences · doi:10.1016/j.sbspro.2013.06.291 · Cited by 123 · see citing works
“Several studies have reported a similar correlation between levels of depression and internet addiction (Davis et al., 2002; Ha et al., 2006; ; Kim et al., 2006; Ko, Yen, Chen, Chen, & Yen, 2008; Kraut et al., 2002; Teo & Lim, 2000; ; Whang, Lee, & Chang, 2003b; Yang & Tung, 2007; Young & Rodgers,…”
BackgroundConceptualizing personal web usage in work contexts: A preliminary framework
Kim, S. J., & Byrne, S. E. (2011) · Computers in Human Behavior · doi:10.1016/j.chb.2011.07.006 · Cited by 125 · see citing works
“For example, the reasons why individuals engage in non-work-related internet activities vary across the overarching concepts, ranging from convenient access (Young, 1999) to coping with depression (Ceyhan and Ceyhan, 2007; Davis et al., 2002).”
BackgroundMethodInfluentialFloros, G. D., Siomos, K. E., Fisoun, V., Dafouli, E., & Geroukalis, D. (2013) · Journal of School Health · doi:10.1111/josh.12049 · Cited by 117 · see citing works
- Authors
- Davis, R. A., Flett, G. L., & Besser, A.
- Affiliations
- York University (CA)
- Department of Psychology, York University, Toronto, Canada.
- Venue
- CyberPsychology & Behavior
- Publisher
- SAGE Publications
- Published
- 2002-08
- Volume
- 5
- Issue
- 4
- Pages
- 331-345
- ISSN
- 1094-9313 (ISSN-L)
- 1557-8364
- OpenAlex
- W2086020439
- Cited by
- 750
- References
- 56
- Citations by year
- 2026: 9 · 2025: 19 · 2024: 32 · 2023: 34 · 2022: 59 · 2021: 47 · 2020: 50 · 2019: 39 · 2018: 36 · 2017: 37 · 2016: 45 · 2015: 51 · 2014: 49 · 2013: 41 · 2012: 50
- FWCI
- 18.15
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- CyberPsychology & Behavior (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Sociology and Political Science › Impact of Technology on Adolescents
- Social Sciences › Demography › Cyberloafing and Workplace Behavior
- Social Sciences › Psychology › Clinical Psychology › Sexuality, Behavior, and Technology
- Keywords
- problematic internet use, internet addiction, pre-employment screening, cyberloafing, procrastination, impulsivity, rejection sensitivity, loneliness, depression, distraction, online chat, scale validation, workplace internet use
- MeSH terms
- Adult, Cognition, Decision Making, Organizational, Employment, Factor Analysis, Statistical, Female, Humans, Impulsive Behavior, Male, Personnel Selection, Surveys and Questionnaires, Reproducibility of Results, Behavior, Addictive, Internet
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