Personality Traits Predict Smartphone Usage

被引:86
作者
Stachl, Clemens [1 ]
Hilbert, Sven [1 ,2 ]
Au, Jiew-Quay [3 ]
Buschek, Daniel [4 ]
De Luca, Alexander [4 ]
Bischl, Bernd [3 ]
Hussmann, Heinrich [4 ]
Buehner, Markus [1 ]
机构
[1] Ludwig Maximilians Univ Munchen, Dept Psychol, Psychol Methods & Assessment, D-80802 Munich, Germany
[2] Univ Regensburg, Fac Psychol Educ Sci & Sport Sci, Munich, Germany
[3] Ludwig Maximilians Univ Munchen, Computat Stat, Dept Stat, Munich, Germany
[4] Ludwig Maximilians Univ Munchen, Media Informat Grp, Munich, Germany
关键词
Big Five; factor and facets; behaviour; smartphones; app usage; GENDER; PSYCHOLOGY; BEHAVIOR; FACETS; CONSEQUENCES; INTELLIGENCE; INFORMATION; NEUROTICISM; TECHNOLOGY; DEPRESSION;
D O I
10.1002/per.2113
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
The present study investigates to what degree individual differences can predict frequency and duration of actual behaviour, manifested in mobile application (app) usage on smartphones. In particular, this work focuses on the identification of stable associations between personality on the factor and facet level, fluid intelligence, demography and app usage in 16 distinct categories. A total of 137 subjects (87 women and 50 men), with an average age of 24 (SD=4.72), participated in a 90-min psychometric lab session as well as in a subsequent 60-day data logging study in the field. Our data suggest that personality traits predict mobile application usage in several specific categories such as communication, photography, gaming, transportation and entertainment. Extraversion, conscientiousness and agreeableness are better predictors of mobile application usage than basic demographic variables in several distinct categories. Furthermore, predictive performance is slightly higher for single factorin comparison with facet-level personality scores. Fluid intelligence and demographics additionally show stable associations with categorical app usage. In sum, this study demonstrates how individual differences can be effectively related to actual behaviour and how this can assist in understanding the behavioural underpinnings of personality. Copyright (c) 2017 European Association of Personality Psychology
引用
收藏
页码:701 / 722
页数:22
相关论文
共 91 条
  • [71] Personality and self-reported use of mobile phones for games
    Phillips, James G.
    Butt, Sarah
    Blaszczynski, Alex
    [J]. CYBERPSYCHOLOGY & BEHAVIOR, 2006, 9 (06): : 753 - 758
  • [72] The Dark Triad and Interpersonal Perception: Similarities and Differences in the Social Consequences of Narcissism, Machiavellianism, and Psychopathy
    Rauthmann, John F.
    [J]. SOCIAL PSYCHOLOGICAL AND PERSONALITY SCIENCE, 2012, 3 (04) : 487 - 496
  • [73] Gender Differences in Academic Productivity and Leadership Appointments of Physicians Throughout Academic Careers
    Reed, Darcy A.
    Enders, Felicity
    Lindor, Rachel
    McClees, Martha
    Lindor, Keith D.
    [J]. ACADEMIC MEDICINE, 2011, 86 (01) : 43 - 47
  • [74] INFLATION OF R2 IN BEST SUBSET REGRESSION
    RENCHER, AC
    PUN, FC
    [J]. TECHNOMETRICS, 1980, 22 (01) : 49 - 53
  • [75] Mobile Phone Sensor Correlates of Depressive Symptom Severity in Daily-Life Behavior: An Exploratory Study
    Saeb, Sohrab
    Zhang, Mi
    Karr, Christopher J.
    Schueller, Stephen M.
    Corden, Marya E.
    Kording, Konrad P.
    Mohr, David C.
    [J]. JOURNAL OF MEDICAL INTERNET RESEARCH, 2015, 17 (07)
  • [76] Conscientiousness, Its Facets, and the Prediction of Job Performance Ratings: Evidence against the narrow measures
    Salgado, Jesus F.
    Moscoso, Silvia
    Berges, Alfredo
    [J]. INTERNATIONAL JOURNAL OF SELECTION AND ASSESSMENT, 2013, 21 (01) : 74 - 84
  • [77] The Internet gender gap among college students: Forgotten but not gone?
    Sherman, RC
    End, C
    Kraan, E
    Cole, A
    Campbell, J
    Birchmeier, Z
    Klausner, J
    [J]. CYBERPSYCHOLOGY & BEHAVIOR, 2000, 3 (05): : 885 - 894
  • [78] The General Factor of Personality: A meta-analysis of Big Five intercorrelations and a criterion-related validity study
    van der Linden, Dimitri
    Nijenhuis, Jan Te
    Bakker, Arnold B.
    [J]. JOURNAL OF RESEARCH IN PERSONALITY, 2010, 44 (03) : 315 - 327
  • [79] Who Knows What About a Person? The Self-Other Knowledge Asymmetry (SOKA) Model
    Vazire, Simine
    [J]. JOURNAL OF PERSONALITY AND SOCIAL PSYCHOLOGY, 2010, 98 (02) : 281 - 300
  • [80] Venkatesh V, 2012, MIS QUART, V36, P157