The DOI matches its Crossref record; 52 of the 56 references it cites were found in a registry or an index.
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.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Citations
Cites
The CES-D Scale: A Self-Report Depression Scale for Research in the General Population
Radloff, L. S. (1977) · Applied Psychological Measurement · doi:10.1177/014662167700100306 · Cited by 53,267
Structural equation modeling in practice: A review and recommended two-step approach
Anderson, J. C., & Gerbing, D. W. (1988) · Psychological Bulletin · doi:10.1037/0033-2909.103.3.411 · Cited by 41,941
Alternative Ways of Assessing Model Fit
Browne, M. W., & Cudeck, R. (1992) · Sociological Methods & Research · doi:10.1177/0049124192021002005 · Cited by 27,200
Comparative fit indexes in structural models.
Bentler, P. M. (1990) · Psychological Bulletin · doi:10.1037/0033-2909.107.2.238 · Cited by 25,266
Significance tests and goodness of fit in the analysis of covariance structures.
Bentler, P. M., & Bonett, D. G. (1980) · Psychological Bulletin · doi:10.1037/0033-2909.88.3.588 · Cited by 20,015
Testing Structural Equation Models.
Clogg, C. C., Bollen, K. A., & Long, J. S. (1995) · Social Forces · doi:10.2307/2580595 · Cited by 8,246
Journal of social behavior and personality
(1986) · Personality and Individual Differences · doi:10.1016/0191-8869(86)90025-5 · Cited by 6,751
Constructing validity: Basic issues in objective scale development.
Clark, L. A., & Watson, D. (1995) · Psychological Assessment · doi:10.1037/1040-3590.7.3.309 · Cited by 6,567
Life on the Screen: Identity in the Age of the Internet
Turkle, S. (1997) · Cited by 6,340
The Revised UCLA Loneliness Scale: concurrent and discriminant validity evidence
Russell, D., Peplau, L. A., & Cutrona, C. E. (1980) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.39.3.472 · Cited by 5,173
Internet paradox: A social technology that reduces social involvement and psychological well-being?
Kraut, R., Patterson, M., Lundmark, V., Kiesler, S., Mukophadhyay, T., & Scherlis, W. (1998) · American Psychologist · doi:10.1037/0003-066x.53.9.1017 · Cited by 4,793
A cognitive-behavioral model of pathological Internet use
Davis, R. A. (2001) · Computers in Human Behavior · doi:10.1016/s0747-5632(00)00041-8 · Cited by 3,010
Self-citationImplications of rejection sensitivity for intimate relationships
Downey, G., & Feldman, S. I. (1996) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.70.6.1327 · Cited by 2,110
Using LISREL for Structural Equation Modeling: A Researcher′s Guide
Kelloway, E. K. (1998) · Cited by 2,007
Incidence and correlates of pathological Internet use among college students
Morahan-Martin, J. M., & Schumacher, P. (2000) · Computers in Human Behavior · doi:10.1016/s0747-5632(99)00049-7 · Cited by 1,358
The Relationship Between Depression and Internet Addiction
YOUNG, K. S., & ROGERS, R. C. (1998) · CyberPsychology & Behavior · doi:10.1089/cpb.1998.1.25 · Cited by 1,233
At last, my research article on procrastination
Lay, C. H. (1986) · Journal of Research in Personality · doi:10.1016/0092-6566(86)90127-3 · Cited by 1,175
Psychology of Computer Use: XL. Addictive Use of the Internet: A Case That Breaks the Stereotype
Young, K. S. (1996) · Psychological Reports · doi:10.2466/pr0.1996.79.3.899 · Cited by 1,108
Innovations in Clinical Practice : A Source Book
VandeCreek, L. D., & Jackson, T. L. (1992) · Cited by 1,020
Modification in the Proposed Diagnostic Criteria for Internet Addiction
Beard, K. W., & Wolf, E. (2001) · CyberPsychology & Behavior · doi:10.1089/109493101300210286 · Cited by 1,019
Assessment of multidimensional coping: Task, emotion, and avoidance strategies.
Endler, N. S., & Parker, J. D. A. (1994) · Psychological Assessment · doi:10.1037/1040-3590.6.1.50 · Cited by 982
Measures for Clinical Practice: A Sourcebook
Corcoran, K. J., & Fischer, J. (1987) · Medical Entomology and Zoology · Cited by 900
Psychiatric features of individuals with problematic internet use
Shapira, N. A., Goldsmith, T. D., Keck, P. E., Khosla, U. M., & McElroy, S. L. (2000) · Journal of Affective Disorders · doi:10.1016/s0165-0327(99)00107-x · Cited by 898
The Psychology of the Internet
Wallace, P. E. (1999) · Cambridge University Press eBooks · doi:10.1017/cbo9780511581670 · Cited by 863
Procrastination and Task Avoidance: Theory, Research, and Treatment
Ferrari, J. R., Johnson, J. L., & McCown, W. (1995) · Cited by 701
Internet addiction, usage, gratification, and pleasure experience: the Taiwan college students’ case
Chou, C., & Hsiao, M.-C. (2000) · Computers & Education · doi:10.1016/s0360-1315(00)00019-1 · Cited by 700
Potential determinants of heavier internet usage
ARMSTRONG, L., PHILLIPS, J. G., & SALING, L. L. (2000) · International Journal of Human-Computer Studies · doi:10.1006/ijhc.2000.0400 · Cited by 586
Confessions of a workaholic : the facts about work addiction
Oates, W. E. (1971) · World Pub. Co. eBooks · Cited by 557
Attributions in the sports pages.
Lau, R. R., & Russell, D. W. (1980) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.39.1.29 · Cited by 518
The interactive effects of conscientiousness and agreeableness on job performance.
Witt, L. A., Burke, L. A., Barrick, M. R., & Mount, M. K. (2002) · Journal of Applied Psychology · doi:10.1037/0021-9010.87.1.164 · Cited by 491
College Life On-Line: Healthy and Unhealthy Internet Use.
Scherer, K. (1997) · Journal of college student development · Cited by 307
Internet Addiction of Adolescents in Taiwan: An Interview Study
Tsai, C., & Lin, S. S. J. (2003) · CyberPsychology & Behavior · doi:10.1089/109493103322725432 · Cited by 265
Procrastination and the five-factor model: a facet level analysis
Watson, D. (2001) · Personality and Individual Differences · doi:10.1016/s0191-8869(00)00019-2 · Cited by 254
Cyberslacking and the Procrastination Superhighway
Lavoie, J. A. A., & Pychyl, T. A. (2001) · Social Science Computer Review · doi:10.1177/089443930101900403 · Cited by 231
Procrastination, Negative Self-Evaluation, and Stress in Depression and Anxiety
Flett, G. L., Blankstein, K. R., & Martin, T. R. (1995) · Procrastination and Task Avoidance · doi:10.1007/978-1-4899-0227-6_7 · Cited by 153
Self-citationOn being a “Workaholic”: A serious jest
Oates, W. E. (1968) · Pastoral Psychology · doi:10.1007/bf01785472 · Cited by 153
Conceptualizations and measures of loneliness: a comparison of subscales
Cramer, K. M., & Barry, J. E. (1999) · Personality and Individual Differences · doi:10.1016/s0191-8869(98)00257-8 · Cited by 139
McCoul, M. D., & Haslam, N. (2001) · Personality and Individual Differences · doi:10.1016/s0191-8869(00)00222-1 · Cited by 127
Virtual Addiction: Help for Netheads, Cyberfreaks, and Those Who Love Them
Greenfeld, D., & Sutker, C. (1999) · Cited by 119
Stanton, J. M., & Weiss, E. M. (2000) · Computers in Human Behavior · doi:10.1016/s0747-5632(00)00018-2 · Cited by 119
Computer usage and its relationship with adolescent lifestyle in Hong Kong
Ho, S. M. Y., & Lee, T. M. C. (2001) · Journal of Adolescent Health · doi:10.1016/s1054-139x(01)00261-0 · Cited by 111
Internet Blues Revisited: Replication and Extension of an Internet Paradox Study
Wästlund, E., Norlander, T., & Archer, T. (2001) · CyberPsychology & Behavior · doi:10.1089/109493101300210295 · Cited by 103
The psychology of computer use
(1985) · Applied Ergonomics · doi:10.1016/0003-6870(85)90190-5 · Cited by 88
Too Much Time Online: Internet Addiction or Healthy Social Interactions?
Grohol, J. M. (1999) · CyberPsychology & Behavior · doi:10.1089/cpb.1999.2.395 · Cited by 85
Ferrari, J. R. (1992) · Personality and Individual Differences · doi:10.1016/0191-8869(92)90108-2 · Cited by 65
'U r a lot bolder on the net': Shyness and Internet use.
Roberts, L. D., Smith, L. M., & Pollock, C. M. (2000) · Cited by 43
Integrity tests: Overlooked facts, resolved issues, and remaining questions.
Öneş, D. S., Viswesvaran, C., & Schmidt, F. L. (1995) · American Psychologist · doi:10.1037/0003-066x.50.6.456 · Cited by 34
Using the Internet to Treat Generalized Social Phobia and Avoidant Personality Disorder
King, S. A., & Poulos, S. T. (1998) · CyberPsychology & Behavior · doi:10.1089/cpb.1998.1.29 · Cited by 32
An Empirical Examination of Overt and Covert Integrity Tests
Neuman, G. A., & Baydoun, R. B. (1998) · Journal of Business and Psychology · doi:10.1023/a:1022971016454 · Cited by 20
Perceptions of Internet Abuse, Liability, and Fair Use
Scheuermann, L. E., & Langford, H. P. (1997) · Perceptual and Motor Skills · doi:10.2466/pms.1997.85.3.847 · Cited by 19
The e-policy handbook : designing and implementing effective e-mail, internet, and software policies
Flynn, N. (2001) · Cited by 17
Factor structure of the Barratt impulsiveness scale
Patton, J. H., Stanford, M. S., & Barratt, E. S. (1995) · Journal of Clinical Psychology · doi:10.1002/1097-4679(199511)51:6
Research works printed but not linked: 12
- Scherer K., 1997, The Journal of College Student Development, 38, 655
- 10.1023/A:1009573129142 · DOI
- 10.1037//1040-3590.7.3.309 · DOI · Paper page
- Burka J.B., 1990, New Realities, 42
- 10.1037//0003-066X.50.6.456 · DOI
- 10.1037//0022-3514.39.1.29 · DOI
- 10.1037//0022-3514.70.6.1327 · DOI · Paper page
- 10.1037//0033-2909.103.3.411 · DOI · Paper page
- 10.1037//0033-2909.107.2.238 · DOI · Paper page
- 10.1037//1040-3590.6.1.50 · DOI
- 10.1037//0021-9010.87.1.164 · DOI
- Sackett P.R., 1977, Security Journal, 8, 11
Cited by
Sorted by citations
Steel, P. (2007) · Psychological bulletin · doi:10.1037/0033-2909.133.1.65 · Cited by 3,417
Internet addiction: a systematic review of epidemiological research for the last decade
Kuss, D., Griffiths, M., Karila, L., & Billieux, J. (2014) · Current Pharmaceutical Design · doi:10.2174/13816128113199990617 · Cited by 1,374
Theory and measurement of generalized problematic internet use : A two-step approach
Caplan, S. E. (2010) · Computers in Human Behavior · doi:10.1016/j.chb.2010.03.012 · Cited by 1,061
“Although the results reported here supported the hypothesized models, there are several methodological limitations worth noting that qualify any conclusions drawn from the study.”
BackgroundMethodInfluentialCaplan, S. E. (2003) · Communication Research · doi:10.1177/0093650203257842 · Cited by 1,026
“PIU includes a host of maladaptive cognitions and behaviors associated with Internet use (i.e., PIU), including excessive or compulsive use resulting in negative personal and professional outcomes (Anderson, 2003; Caplan, 2002; Davis, 2001; Davis et al., 2002).”
Modification in the Proposed Diagnostic Criteria for Internet Addiction
Beard, K. W., & Wolf, E. (2001) · CyberPsychology & Behavior · doi:10.1089/109493101300210286 · Cited by 1,019
Metadata
- 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 › Business, Management and Accounting › Organizational Behavior and Human Resource Management › 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
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review