The relationship between self-report of depression and media usage

被引:29
作者
Block, Martin [1 ,2 ]
Stern, Daniel B. [2 ,3 ]
Raman, Kalyan [1 ,2 ]
Lee, Sang [2 ,4 ]
Carey, Jim [1 ,2 ]
Humphreys, Ashlee A. [1 ,2 ]
Mulhern, Frank [1 ,2 ]
Calder, Bobby [2 ,5 ]
Schultz, Don [1 ,2 ]
Rudick, Charles N. [2 ,6 ]
Blood, Anne J. [2 ,4 ,7 ]
Breiter, Hans C. [2 ,3 ,4 ,7 ]
机构
[1] Northwestern Univ, Medill Integrated Mkt Commun, Evanston, IL 60208 USA
[2] Northwestern Univ, Medill Kellogg & Feinberg Sch, Appl Neuromarketing Consortium, Evanston, IL 60208 USA
[3] Northwestern Univ, Warren Wright Adolescent Ctr, Feinberg Sch Med, Dept Psychiat & Behav Sci, Chicago, IL USA
[4] Massachusetts Gen Hosp, Dept Psychiat, Lab Neuroimaging & Genet, Boston, MA 02114 USA
[5] Northwestern Univ, Kellogg Sch Management, Dept Mkt, Evanston, IL 60208 USA
[6] Northwestern Univ, Feinberg Sch Med, Dept Urol, Chicago, IL USA
[7] Massachusetts Gen Hosp, Dept Psychiat, Mood & Motor Control Lab, Boston, MA 02114 USA
关键词
depression; big data; marketing communications; media use; DSM-IV DISORDERS; SOCIAL NETWORKING; LONELINESS; PREVALENCE; COMORBIDITY; ASSOCIATION; ANXIETY; LIFE;
D O I
10.3389/fnhum.2014.00712
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Depression is a debilitating condition that adversely affects many aspects of a person's life and general health. Earlier work has supported the idea that there may be a relationship between the use of certain media and depression. In this study, we tested if self-report of depression (SRD), which is not a clinically based diagnosis, was associated with increased internet, television, and social media usage by using data collected in the Media Behavior and Influence Study (MBIS) database (N = 19,776 subjects). We further assessed the relationship of demographic variables to this association. These analyses found that SRD rates were in the range of published rates of clinically diagnosed major depression. It found that those who tended to use more media also tended to be more depressed, and that segmentation of SRD subjects was weighted toward internet and television usage, which was not the case with non-SRD subjects, who were segmented along social media use. This study found that those who have suffered either economic or physical life setbacks are orders of magnitude more likely to be depressed, even without disproportionately high levels of media use. However, among those that have suffered major life setbacks, high media users particularly television watchers were even more likely to report experiencing depression, which suggests that these effects were not just due to individuals having more time for media consumption. These findings provide an example of how Big Data can be used for medical and mental health research, helping to elucidate issues not traditionally tested in the fields of psychiatry or experimental psychology.
引用
收藏
页码:1 / 10
页数:10
相关论文
共 34 条
[1]   Beyond the extended self: Loved objects and consumers' identity narratives [J].
Ahuvia, AC .
JOURNAL OF CONSUMER RESEARCH, 2005, 32 (01) :171-184
[2]  
[Anonymous], MARKETING NEW SOC
[3]  
Biggs P., 1991, Journal of Applied Statistics, V18, P49, DOI DOI 10.1080/02664769100000005
[4]   SmcHD1, containing a structural-maintenance-of-chromosomes hinge domain, has a critical role in X inactivation [J].
Blewitt, Marnie E. ;
Gendrel, Anne-Valerie ;
Pang, Zhenyi ;
Sparrow, Duncan B. ;
Whitelaw, Nadia ;
Craig, Jeffrey M. ;
Apedaile, Anwyn ;
Hilton, Douglas J. ;
Dunwoodie, Sally L. ;
Brockdorff, Neil ;
Kay, Graham F. ;
Whitelaw, Emma .
NATURE GENETICS, 2008, 40 (05) :663-669
[5]   Microstructural Abnormalities in Subcortical Reward Circuitry of Subjects with Major Depressive Disorder [J].
Blood, Anne J. ;
Iosifescu, Dan V. ;
Makris, Nikos ;
Perlis, Roy H. ;
Kennedy, David N. ;
Dougherty, Darin D. ;
Kim, Byoung Woo ;
Lee, Myung Joo ;
Wu, Shirley ;
Lee, Sang ;
Calhoun, Jesse ;
Hodge, Steven M. ;
Fava, Maurizio ;
Rosen, Bruce R. ;
Smoller, Jordan W. ;
Gasic, Gregory P. ;
Breiter, Hans C. .
PLOS ONE, 2010, 5 (11)
[6]  
BRAGE D, 1993, ADOLESCENCE, V28, P685
[7]  
Breiter HC, 2004, COGNITIVE NEUROSCIENCES III, THIRD EDITION, P1043
[8]  
Breiter Hans C., 2006, P763
[9]   ECONOMIC PREDICTORS OF DEPRESSED MOOD AND STRESSFUL LIFE EVENTS IN A METROPOLITAN COMMUNITY [J].
CATALANO, R ;
DOOLEY, CD .
JOURNAL OF HEALTH AND SOCIAL BEHAVIOR, 1977, 18 (03) :292-307
[10]   The discovery of susceptibility genes for mental disorders [J].
Cloninger, CR .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 (21) :13365-13367