The DOI matches its Crossref record; 48 of the 48 references it cites were found in a registry or an index.
A tale of two sites: Twitter vs. Facebook and the personality predictors of social media usage
Open accessOverview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The cited source says what the claim attributes to it.
In the citing paper
“For instance, studies looking at similarities and differences among social platforms found differences with respect to user personalities (Hughes et al., 2012), news spreading (Lerman and Ghosh, 2010), or content sharing (Ottoni et al., 2014).”
From Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries (2019) · cites this paper as Hughes et al., 2012
In the citing paper
“Furthermore, people high in openness to experience have been observed to frequently find and share information (Hughes, Rowe, Batey, & Lee, 2012), but negative (e.g., Andreassen et al., 2013; Błachnio et al., 2017) or non-significant (e.g., Bodroža & Jovanović, 2016; Tang et al., 2016) associations have been found between this trait and PFU.”
From A comprehensive meta-analysis on Problematic Facebook Use (2018) · cites this paper as Hughes, Rowe, Batey, & Lee, 2012
In the citing paper
“In addition to the factors in the TPB, previous studies have shown that personality traits may be associated with SNSs excessive use and addiction (Amichai-hamburger & Vinitzky, 2010;Hughes, Rowe, Batey, & Lee, 2012;Jenkins-Guarnieri, Wright, & Hudiburgh, 2012).”
From Till logout do us part? Comparison of factors predicting excessive social network sites use and addiction between Singaporean adolescents and adults (2017) · cites this paper as Hughes et al., 2012
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Evaluating Structural Equation Models with Unobservable Variables and Measurement Error
Fornell, C., & Larcker, D. F. (1981) · Journal of Marketing Research · doi:10.2307/3151312 · Cited by 109,314
Evaluating structural equation models with unobservable variables and measurement error
Fornell, C., & Larcker, D. F. (1981) · Journal of Marketing Research · doi:10.1177/002224378101800104 · Cited by 109,190
Hu, L., & Bentler, P. M. (1999) · Structural Equation Modeling A Multidisciplinary Journal · doi:10.1080/10705519909540118 · Cited by 108,788
Podsakoff, P. M., MacKenzie, S. B., Lee, J.-Y., & Podsakoff, N. P. (2003) · Journal of Applied Psychology · doi:10.1037/0021-9010.88.5.879 · Cited by 82,194
Alternative Ways of Assessing Model Fit
Browne, M. W., & Cudeck, R. (1992) · Sociological Methods & Research · doi:10.1177/0049124192021002005 · Cited by 27,200
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
Structural Equations with Latent Variables
Bollen, K. A. (1989) · Wiley series in probability and statistics · doi:10.1002/9781118619179 · Cited by 17,944
Ellison, N. B., Steinfield, C., & Lampe, C. (2007) · Journal of Computer-Mediated Communication · doi:10.1111/j.1083-6101.2007.00367.x · Cited by 9,939
Testing Structural Equation Models.
Clogg, C. C., Bollen, K. A., & Long, J. S. (1995) · Social Forces · doi:10.2307/2580595 · Cited by 8,246
(1999) · Cited by 7,995
An alternative "description of personality": The Big-Five factor structure.
Goldberg, L. R. (1990) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.59.6.1216 · Cited by 6,652
What is Twitter, a social network or a news media?
Kwak, H., Lee, C., Park, H., & Moon, S. (2010) · Proceedings of the 19th international conference on World wide web · doi:10.1145/1772690.1772751 · Cited by 6,652
Validation of the five-factor model of personality across instruments and observers.
McCrae, R. R., & Costa, P. T. (1987) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.52.1.81 · Cited by 6,404
Cacioppo, J. T., & Petty, R. E. (1982) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.42.1.116 · Cited by 5,359
Handbook of Personality : Theory and Research
Pervin, L. A. (1992) · Cited by 4,543
(1999) · Medical Entomology and Zoology · Cited by 3,151
Gosling, S. D., Vazire, S., Srivastava, S., & John, O. P. (2004) · American Psychologist · doi:10.1037/0003-066x.59.2.93 · Cited by 2,932 · cited 1×
“Online measures have been shown to attract samples that are diverse with regard to age, gender, geographic region and socio-economic status (Gosling, Vazire, Srivasta & John, 2004).”
BackgroundThe Efficient Assessment of Need for Cognition
Cacioppo, J. T., Petty, R. E., & Feng Kao, C. (1984) · Journal of Personality Assessment · doi:10.1207/s15327752jpa4803_13 · Cited by 2,913
Personality Psychology in Europe
Vera-Bermudez, J., Raad, D. B., de Vries, J., García, A. M. P., Sanchez-Elvita, A., & Heck, G. V. (1997) · University of Groningen research database (University of Groningen / Centre for Information Technology) · Cited by 2,462
Psychometric Properties of the HEXACO Personality Inventory
Lee, K., & Ashton, M. C. (2004) · Multivariate Behavioral Research · doi:10.1207/s15327906mbr3902_8 · Cited by 1,961 · cited 2×
“Those high in Sociability have a tendency to enjoy conversation, social interaction and being the centre of attention, whereas individuals who score low on measures of Sociability prefer solitary activities and will not actively seek conversation (Lee & Ashton, 2004).”
Who interacts on the Web?: The intersection of users’ personality and social media use
Correa, T., Hinsley, A. W., & de Zúñiga, H. G. (2010) · Computers in Human Behavior · doi:10.1016/j.chb.2009.09.003 · Cited by 1,915
Personality and motivations associated with Facebook use
Ross, C., Orr, E. S., Sisic, M., Arseneault, J. M., Simmering, M. G., & Orr, R. R. (2009) · Computers in Human Behavior · doi:10.1016/j.chb.2008.12.024 · Cited by 1,728
A contrarian view of the five-factor approach to personality description.
Block, J. (1995) · Psychological Bulletin · doi:10.1037/0033-2909.117.2.187 · Cited by 1,682 · cited 1×
“Although the theoretical and methodological underpinnings of the model are not completely without dispute (see Block, 1995; 2010), it is regarded as acknowledging at least some of the essential aspects of personality (McCrae & Costa, 1999).”
BackgroundRaacke, J., & Bonds-Raacke, J. (2008) · CyberPsychology & Behavior · doi:10.1089/cpb.2007.0056 · Cited by 1,577 · cited 1×
“At the heart of online information transfer and social interaction (Raacke & Bonds-Raacke, 2008) are the most popular and fastest growing types of internet site (Nielsen-Wire, 2010): Social network sites (SNS).”
BackgroundRyan, T., & Xenos, S. (2011) · Computers in Human Behavior · doi:10.1016/j.chb.2011.02.004 · Cited by 1,260
A Comparison of Approaches to Forming Composite Measures in Structural Equation Models
Landis, R. S., Beal, D. J., & Tesluk, P. E. (2000) · Organizational Research Methods · doi:10.1177/109442810032003 · Cited by 1,155
Social network use and personality
Amichai-Hamburger, Y., & Vinitzky, G. (2010) · Computers in Human Behavior · doi:10.1016/j.chb.2010.03.018 · Cited by 979 · cited 6×
“There have been several studies that have researched links between personality and Facebook (e.g. Amichai-Hamburger & Vinitzky, 2010; Ryan & Xenos, 2011; Ross, Orr, Sisic, Arseneault, Simmering, & Orr, 2009).”
BackgroundResultInfluentialSocial networks that matter: Twitter under the microscope
Huberman, B. A., Romero, D. M., & Wu, F. (2008) · First Monday · doi:10.5210/fm.v14i1.2317 · Cited by 965
Sociability and usability in online communities: Determining and measuring success
Preece, J. J. (2001) · Behaviour and Information Technology · doi:10.1080/01449290110084683 · Cited by 860
Structure of anxiety symptoms among children: A confirmatory factor-analytic study.
Spence, S. H. (1997) · Journal of Abnormal Psychology · doi:10.1037//0021-843x.106.2.280 · Cited by 753
Structure of anxiety symptoms among children: A confirmatory factor-analytic study.
Spence, S. H. (1997) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.106.2.280 · Cited by 753
Using parcels to convert path analysis models into latent variable models
Coffman, D. L., & MacCallum, R. C. (2005) · Multivariate Behavioral Research · doi:10.1207/s15327906mbr4002_4 · Cited by 662
The relationship between extraversion and neuroticism and the different uses of the Internet
Hamburger, Y. A., & Ben‐Artzi, E. (2000) · Computers in Human Behavior · doi:10.1016/s0747-5632(00)00017-0 · Cited by 609
Shyness and Locus of Control as Predictors of Internet Addiction and Internet Use
Chak, K., & Leung, L. W. (2004) · CyberPsychology & Behavior · doi:10.1089/cpb.2004.7.559 · Cited by 609
Social Networks that Matter: Twitter Under the MicroscopePreprint
Huberman, B. A., Romero, D. M., & Wu, F. (2008) · SSRN Electronic Journal · doi:10.2139/ssrn.1313405 · Cited by 602
"On the Internet No One Knows I'm an Introvert": Extroversion, Neuroticism, and Internet Interaction
Amichai‐Hamburger, Y., Wainapel, G., & Fox, S. (2002) · CyberPsychology & Behavior · doi:10.1089/109493102753770507 · Cited by 552
Amichai-Hamburger, Y., & Ben-Artzi, E. (2003) · Computers in Human Behavior · doi:10.1016/s0747-5632(02)00014-6 · Cited by 529
Personality and self reported mobile phone use
Butt, S., & Phillips, J. G. (2007) · Computers in Human Behavior · doi:10.1016/j.chb.2007.01.019 · Cited by 520
Dispositional Factors in Internet Use: Personality Versus Cognitive Style1
McElroy, J. C., Hendrickson, A. R., Townsend, A. M., & Demarie, S. M. (2007) · MIS Quarterly · doi:10.2307/25148821 · Cited by 508
Gangadharbatla, H. (2008) · Journal of Interactive Advertising · doi:10.1080/15252019.2008.10722138 · Cited by 495
Generalized least squares estimators in the analysis of covariance structures
Browne, M. W. (1974) · South African Statistical Journal · Cited by 337
The Five-Factor Framing of Personality and Beyond: Some Ruminations
Block, J. (2010) · Psychological Inquiry · doi:10.1080/10478401003596626 · Cited by 319
Individual differences in Internet usage motives
Amiel, T., & Sargent, S. L. (2004) · Computers in Human Behavior · doi:10.1016/j.chb.2004.09.002 · Cited by 316
Tuten, T. L., & Bošnjak, M. (2001) · Social Behavior and Personality An International Journal · doi:10.2224/sbp.2001.29.4.391 · Cited by 249
Verplanken, B. (1993) · Journal of Research in Personality · doi:10.1006/jrpe.1993.1017 · Cited by 178
GENERALIZED LEAST SQUARES ESTIMATORS IN THE ANALYSIS OF COVARIANCE STRUCTURES
Browne, M. W. (1973) · ETS Research Bulletin Series · doi:10.1002/j.2333-8504.1973.tb00197.x · Cited by 169
The effects of need for cognition on Internet use
Amichai‐Hamburger, Y., Kaynar, O., & Fine, A. (2006) · Computers in Human Behavior · doi:10.1016/j.chb.2006.03.002 · Cited by 88
Das, S., Echambadi, R., McCardle, M., & Luckett, M. G. (2003) · Marketing Letters · doi:10.1023/a:1027448801656 · Cited by 82
Flagged first, then by citations
Research works printed but not linked: 1
- Amichai-Hamburger, 2007, The effects of need for cognition on internet use, Computers in Human Behavior, 23, 880, 10.1016/j.chb.2006.03.002 · DOI
Cited by
Sorted by citations
Social Data: Biases, Methodological Pitfalls, and Ethical Boundaries
Olteanu, A., Castillo, C., Diaz, F., & Kıcıman, E. (2019) · Frontiers in Big Data · doi:10.3389/fdata.2019.00013 · Cited by 763
“9 For instance, studies looking at similarities and differences among social platforms found differences with respect to user personalities (Hughes et al., 2012), news spreading (Lerman and Ghosh, 2010), or content sharing (Ottoni et al., 2014).”
BackgroundA Survey of Recommendation Systems: Recommendation Models, Techniques, and Application Fields
Ko, H., Lee, S., Park, Y., & Choi, A. (2022) · Electronics · doi:10.3390/electronics11010141 · Cited by 772
Kircaburun, K., Alhabash, S., Tosuntaş, Ş. B., & Griffiths, M. D. (2020) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-018-9940-6 · Cited by 594
Aichner, T., Grünfelder, M., Maurer, O., & Jegeni, D. (2020) · Cyberpsychology Behavior and Social Networking · doi:10.1089/cyber.2020.0134 · Cited by 633
Fox, J., & Rooney, M. C. (2015) · Personality and Individual Differences · doi:10.1016/j.paid.2014.12.017 · Cited by 465
Metadata
- Authors
- Hughes, D. J., Rowe, M., Batey, M., & Lee, A.
- Affiliations
- University of Manchester (GB)
- Corresponding author
- Hughes, David John
- Venue
- Computers in Human Behavior
- Publisher
- Elsevier BV
- Published
- 2012-03
- Volume
- 28
- Issue
- 2
- Pages
- 561-569
- ISSN
- 0747-5632 (ISSN-L)
- OpenAlex
- W2105543408
- Cited by
- 1,011
- References
- 45
- Citations by year
- 2026: 11 · 2025: 31 · 2024: 29 · 2023: 68 · 2022: 79 · 2021: 109 · 2020: 105 · 2019: 74 · 2018: 104 · 2017: 95 · 2016: 88 · 2015: 94 · 2014: 65 · 2013: 42 · 2012: 16
- FWCI
- 42.43
- Type
- journal article
- Language
- en
- Open access
- Licence
- Locations
- Computers in Human Behavior (publishedVersion)
- Research Explorer (The University of Manchester) (publishedVersion)
- Pure (University of Bath) (acceptedVersion, public-domain)
- The University of Bath Online Publications Store (The University of Bath) (submittedVersion)
- Coventry University Open Collections (Coventry university) (submittedVersion)
- Pure (Coventry University) (submittedVersion, other-oa)
- The Open Collections (Coventry University) (submittedVersion)
- Topics
- Social Sciences › Psychology › Clinical Psychology › Personality Traits and Psychology
- Social Sciences › Sociology and Political Science › Impact of Technology on Adolescents
- Social Sciences › Communication › Media and Digital Communication
- Keywords
- personality, social networking sites, Facebook, Twitter, Big Five personality traits, need for cognition, sociability, information seeking, social media use, age differences, gender differences
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