Skip to main content
Top
Published in: BMC Public Health 1/2019

Open Access 01-12-2019 | Affective Disorder | Research article

Is screen time associated with anxiety or depression in young people? Results from a UK birth cohort

Authors: Jasmine N. Khouja, Marcus R. Munafò, Kate Tilling, Nicola J. Wiles, Carol Joinson, Peter J. Etchells, Ann John, Fiona M. Hayes, Suzanne H. Gage, Rosie P. Cornish

Published in: BMC Public Health | Issue 1/2019

Login to get access

Abstract

Background

There is limited and conflicting evidence for associations between use of screen-based technology and anxiety and depression in young people. We examined associations between screen time measured at 16 years and anxiety and depression at 18.

Methods

Participants (n = 14,665; complete cases n = 1869) were from the Avon Longitudinal Study of Parents and Children, a UK-based prospective cohort study. We assessed associations between various types of screen time (watching television, using a computer, and texting, all measured via questionnaire at 16y), both on weekdays and at weekends, and anxiety and depression (measured via the Revised Clinical Interview Schedule at 18y). Using ordinal logistic regression, we adjusted for multiple confounders, particularly focussing on activities that might have been replaced by screen time (for example exercising or playing outdoors).

Results

More time spent using a computer on weekdays was associated with a small increased risk of anxiety (OR for 1–2 h = 1.17, 95% CI: 1.01 to 1.35; OR for 3+ hours = 1.30, 95% CI: 1.10 to 1.55, both compared to < 1 h, p for linear trend = 0.003). We found a similar association between computer use at weekends and anxiety (OR for 1–2 h = 1.17, 95% CI: 0.94 to 1.46; OR for 3+ hours = 1.28, 95% CI: 1.03 to 1.48, p for linear trend = 0.03). Greater time spent using a computer on weekend days only was associated with a small increased risk in depression (OR for 1–2 h = 1.12, 95% CI: 0.93 to 1.35; OR for 3+ hours = 1.35, 95% CI: 1.10 to 1.65, p for linear trend = 0.003). Adjusting for time spent alone attenuated effects for anxiety but not depression. There was little evidence for associations with texting or watching television.

Conclusions

We found associations between increased screen time, particularly computer use, and a small increased risk of anxiety and depression. Time spent alone was found to attenuate some associations, and further research should explore this.
Appendix
Available only for authorised users
Literature
2.
go back to reference Sigmundova D, Sigmund E, Badura P, Vokacova J, Trhlikova L, Bucksch J. Weekday-weekend patterns of physical activity and screen time in parents and their pre-schoolers. BMC Public Health. 2016;16:898.CrossRef Sigmundova D, Sigmund E, Badura P, Vokacova J, Trhlikova L, Bucksch J. Weekday-weekend patterns of physical activity and screen time in parents and their pre-schoolers. BMC Public Health. 2016;16:898.CrossRef
3.
go back to reference John A, Marchant AL, McGregor JI, Tan JO, Hutchings HA, Kovess V, Choppin S, Macleod J, Dennis MS, Lloyd K. Recent trends in the incidence of anxiety and prescription of anxiolytics and hypnotics in children and young people: an e-cohort study. J Affect Disord. 2015;183:134–41.CrossRef John A, Marchant AL, McGregor JI, Tan JO, Hutchings HA, Kovess V, Choppin S, Macleod J, Dennis MS, Lloyd K. Recent trends in the incidence of anxiety and prescription of anxiolytics and hypnotics in children and young people: an e-cohort study. J Affect Disord. 2015;183:134–41.CrossRef
4.
go back to reference Teychenne M, Costigan SA, Parker K. The association between sedentary behaviour and risk of anxiety: a systematic review. BMC Public Health. 2015;15:513.CrossRef Teychenne M, Costigan SA, Parker K. The association between sedentary behaviour and risk of anxiety: a systematic review. BMC Public Health. 2015;15:513.CrossRef
5.
go back to reference Cao H, Qian Q, Weng T, Yuan C, Sun Y, Wang H, Tao F. Screen time, physical activity and mental health among urban adolescents in China. Prev Med. 2011;53:316–20.CrossRef Cao H, Qian Q, Weng T, Yuan C, Sun Y, Wang H, Tao F. Screen time, physical activity and mental health among urban adolescents in China. Prev Med. 2011;53:316–20.CrossRef
6.
go back to reference de Wit L, van Straten A, Lamers F, Cuijpers P, Penninx B. Are sedentary television watching and computer use behaviors associated with anxiety and depressive disorders? Psychiatry Res. 2011;186:239–43.CrossRef de Wit L, van Straten A, Lamers F, Cuijpers P, Penninx B. Are sedentary television watching and computer use behaviors associated with anxiety and depressive disorders? Psychiatry Res. 2011;186:239–43.CrossRef
7.
go back to reference Sanchez-Villegas A, Ara I, Guillen-Grima F, Bes-Rastrollo M, Varo-Cenarruzabeitia JJ, Martinez-Gonzalez MA. Physical activity, sedentary index, and mental disorders in the SUN cohort study. Med Sci Sports Exerc. 2008;40:827–34.CrossRef Sanchez-Villegas A, Ara I, Guillen-Grima F, Bes-Rastrollo M, Varo-Cenarruzabeitia JJ, Martinez-Gonzalez MA. Physical activity, sedentary index, and mental disorders in the SUN cohort study. Med Sci Sports Exerc. 2008;40:827–34.CrossRef
8.
go back to reference Griffiths LJ, Dowda M, Dezateux C, Pate R. Associations between sport and screen-entertainment with mental health problems in 5-year-old children. Int J Behav Nutr Phys Act. 2010;7:30.CrossRef Griffiths LJ, Dowda M, Dezateux C, Pate R. Associations between sport and screen-entertainment with mental health problems in 5-year-old children. Int J Behav Nutr Phys Act. 2010;7:30.CrossRef
9.
go back to reference Samkange-Zeeb F, Blettner M. Emerging aspects of mobile phone use. Emerging Health Threats Journal. 2009;2:e5.CrossRef Samkange-Zeeb F, Blettner M. Emerging aspects of mobile phone use. Emerging Health Threats Journal. 2009;2:e5.CrossRef
10.
go back to reference Suchert V, Hanewinkel R, Isensee B. Sedentary behavior and indicators of mental health in school-aged children and adolescents: a systematic review. Prev Med. 2015;76:48–57.CrossRef Suchert V, Hanewinkel R, Isensee B. Sedentary behavior and indicators of mental health in school-aged children and adolescents: a systematic review. Prev Med. 2015;76:48–57.CrossRef
11.
go back to reference Maras D, Flament MF, Murray M, Buchholz A, Henderson KA, Obeid N, Goldfield GS. Screen time is associated with depression and anxiety in Canadian youth. Prev Med. 2015;73:133–8.CrossRef Maras D, Flament MF, Murray M, Buchholz A, Henderson KA, Obeid N, Goldfield GS. Screen time is associated with depression and anxiety in Canadian youth. Prev Med. 2015;73:133–8.CrossRef
12.
go back to reference Wu XY, Tao S, Zhang S, Zhang Y, Chen K, Yang Y, Hao J, Tao F. Impact of screen time on mental health problems progression in youth: a 1-year follow-up study. BMJ Open. 2016;6:e011533. Wu XY, Tao S, Zhang S, Zhang Y, Chen K, Yang Y, Hao J, Tao F. Impact of screen time on mental health problems progression in youth: a 1-year follow-up study. BMJ Open. 2016;6:e011533.
13.
go back to reference Liu M, Wu L, Yao S. Dose-response association of screen time-based sedentary behaviour in children and adolescents and depression: a meta-analysis of observational studies. Br J Sports Med. 2015;0:1–8. Liu M, Wu L, Yao S. Dose-response association of screen time-based sedentary behaviour in children and adolescents and depression: a meta-analysis of observational studies. Br J Sports Med. 2015;0:1–8.
14.
go back to reference Ko CH, Yen JY, Chen CS, Yeh YC, Yen CF. Predictive values of psychiatric symptoms for internet addiction in adolescents: a 2-year prospective study. Arch Pediatr Adolesc Med. 2009;163:937–43.CrossRef Ko CH, Yen JY, Chen CS, Yeh YC, Yen CF. Predictive values of psychiatric symptoms for internet addiction in adolescents: a 2-year prospective study. Arch Pediatr Adolesc Med. 2009;163:937–43.CrossRef
15.
go back to reference Boyd A, Golding J, Macleod J, Lawlor DA, Fraser A, Henderson J, Molloy L, Ness A, Ring S, Davey Smith G. Cohort profile: the 'Children of the 90s'-the index offspring of the Avon longitudinal study of parents and children. Int J Epidemiol. 2013;42:111–27.CrossRef Boyd A, Golding J, Macleod J, Lawlor DA, Fraser A, Henderson J, Molloy L, Ness A, Ring S, Davey Smith G. Cohort profile: the 'Children of the 90s'-the index offspring of the Avon longitudinal study of parents and children. Int J Epidemiol. 2013;42:111–27.CrossRef
16.
go back to reference Fraser A, Macdonald-Wallis C, Tilling K, Boyd A, Golding J, Davey Smith G, Henderson J, Macleod J, Molloy L, Ness A, et al. Cohort profile: the Avon longitudinal study of parents and children: ALSPAC mothers cohort. Int J Epidemiol. 2013;42:97–110.CrossRef Fraser A, Macdonald-Wallis C, Tilling K, Boyd A, Golding J, Davey Smith G, Henderson J, Macleod J, Molloy L, Ness A, et al. Cohort profile: the Avon longitudinal study of parents and children: ALSPAC mothers cohort. Int J Epidemiol. 2013;42:97–110.CrossRef
18.
go back to reference Lewis G, Pelosi AJ, Araya R, Dunn G. Measuring psychiatric-disorder in the community - a standardized assessment for use by lay interviewers. Psychol Med. 1992;22:465–86.CrossRef Lewis G, Pelosi AJ, Araya R, Dunn G. Measuring psychiatric-disorder in the community - a standardized assessment for use by lay interviewers. Psychol Med. 1992;22:465–86.CrossRef
19.
go back to reference Lewis G, Araya R. Classification, disability and the public health agenda. Br Med Bull. 2001;57:3–15.CrossRef Lewis G, Araya R. Classification, disability and the public health agenda. Br Med Bull. 2001;57:3–15.CrossRef
20.
go back to reference Brugha TS, Bebbington PE, Jenkins R, Meltzer H, Taub NA, Janas M, Vernon J. Cross validation of a general population survey diagnostic interview: a comparison of CIS-R with SCAN ICD-10 diagnostic categories. Psychol Med. 1999;29:1029–42.CrossRef Brugha TS, Bebbington PE, Jenkins R, Meltzer H, Taub NA, Janas M, Vernon J. Cross validation of a general population survey diagnostic interview: a comparison of CIS-R with SCAN ICD-10 diagnostic categories. Psychol Med. 1999;29:1029–42.CrossRef
21.
go back to reference Jenkins R, Lewis G, Bebbington P, Brugha T, Farrell M, Gill B, Meltzer H. The National Psychiatric Morbidity Surveys of Great Britain - initial findings from the household survey. Psychol Med. 1997;27:775–89.CrossRef Jenkins R, Lewis G, Bebbington P, Brugha T, Farrell M, Gill B, Meltzer H. The National Psychiatric Morbidity Surveys of Great Britain - initial findings from the household survey. Psychol Med. 1997;27:775–89.CrossRef
22.
go back to reference Singleton N, Bumpstead R, O’brien M, Lee A, Meltzer H. Psychiatric morbidity among adults living in private household, 2000. Int Rev Psychiatr. 2001;15:65–73.CrossRef Singleton N, Bumpstead R, O’brien M, Lee A, Meltzer H. Psychiatric morbidity among adults living in private household, 2000. Int Rev Psychiatr. 2001;15:65–73.CrossRef
23.
go back to reference Clark C, Rodgers B, Caldwell T, Power C, Stansfeld S. Childhood and adulthood psychological ill health as predictors of midlife affective and anxiety disorders - the 1958 British birth cohort. Arch Gen Psychiatry. 2007;64:668–78.CrossRef Clark C, Rodgers B, Caldwell T, Power C, Stansfeld S. Childhood and adulthood psychological ill health as predictors of midlife affective and anxiety disorders - the 1958 British birth cohort. Arch Gen Psychiatry. 2007;64:668–78.CrossRef
24.
go back to reference Goodman R, Ford T, Richards H, Gatward R, Meltzer H. The development and well-being assessment: description and initial validation of an integrated assessment of child and adolescent psychopathology. J Child Psychol Psychiatry. 2000;41:645–55.CrossRef Goodman R, Ford T, Richards H, Gatward R, Meltzer H. The development and well-being assessment: description and initial validation of an integrated assessment of child and adolescent psychopathology. J Child Psychol Psychiatry. 2000;41:645–55.CrossRef
25.
go back to reference Cox JL, Holden JM, Sagovsky R. Detection of postnatal depression. Development of the 10-item Edinburgh postnatal depression scale. Br J Psychiatry. 1987;150:782–6.CrossRef Cox JL, Holden JM, Sagovsky R. Detection of postnatal depression. Development of the 10-item Edinburgh postnatal depression scale. Br J Psychiatry. 1987;150:782–6.CrossRef
26.
go back to reference Wechsler D. The Wechsler intelligence scale for children—third edition. 3rd ed. San Antonio: TX; 1992. Wechsler D. The Wechsler intelligence scale for children—third edition. 3rd ed. San Antonio: TX; 1992.
27.
go back to reference van Buuren S. Multiple imputation of discrete and continuous data by fully conditional specification. Stat Methods Med Res. 2007;16:219–42.CrossRef van Buuren S. Multiple imputation of discrete and continuous data by fully conditional specification. Stat Methods Med Res. 2007;16:219–42.CrossRef
28.
go back to reference Brant R. Assessing proportionality in the proportional odds model for ordinal logistic-regression. Biometrics. 1990;46:1171–8.CrossRef Brant R. Assessing proportionality in the proportional odds model for ordinal logistic-regression. Biometrics. 1990;46:1171–8.CrossRef
29.
go back to reference Seabrook EM, Kern ML, Rickard NS. Social networking sites, depression, and anxiety: a systematic review. JMIR Ment Health. 2016;3:e50.CrossRef Seabrook EM, Kern ML, Rickard NS. Social networking sites, depression, and anxiety: a systematic review. JMIR Ment Health. 2016;3:e50.CrossRef
30.
go back to reference Ortega R, Elipe P, Mora-Merchan JA, Genta ML, Brighi A, Guarini A, Smith PK, Thompson F, Tippett N. The emotional impact of bullying and cyberbullying on victims: a European cross-National Study. Aggress Behav. 2012;38:342–56.CrossRef Ortega R, Elipe P, Mora-Merchan JA, Genta ML, Brighi A, Guarini A, Smith PK, Thompson F, Tippett N. The emotional impact of bullying and cyberbullying on victims: a European cross-National Study. Aggress Behav. 2012;38:342–56.CrossRef
31.
go back to reference Hayward J, Jacka FN, Skouteris H, Millar L, Strugnell C, Swinburn BA, Allender S. Lifestyle factors and adolescent depressive symptomatology: associations and effect sizes of diet, physical activity and sedentary behaviour. Aust N Z J Psychiatry. 2016;50:1064–73.CrossRef Hayward J, Jacka FN, Skouteris H, Millar L, Strugnell C, Swinburn BA, Allender S. Lifestyle factors and adolescent depressive symptomatology: associations and effect sizes of diet, physical activity and sedentary behaviour. Aust N Z J Psychiatry. 2016;50:1064–73.CrossRef
32.
go back to reference Bartlett JW, Harel O, Carpenter JR. Asymptotically unbiased estimation of exposure odds ratios in complete records logistic regression. Am J Epidemiol. 2015;182:730–6.CrossRef Bartlett JW, Harel O, Carpenter JR. Asymptotically unbiased estimation of exposure odds ratios in complete records logistic regression. Am J Epidemiol. 2015;182:730–6.CrossRef
33.
go back to reference Lee KJ, Roberts G, Doyle LW, Anderson PJ, Carlin JB. Multiple imputation for missing data in a longitudinal cohort study: a tutorial based on a detailed case study involving imputation of missing outcome data. Int J Soc Res Methodol. 2016;19:575–91.CrossRef Lee KJ, Roberts G, Doyle LW, Anderson PJ, Carlin JB. Multiple imputation for missing data in a longitudinal cohort study: a tutorial based on a detailed case study involving imputation of missing outcome data. Int J Soc Res Methodol. 2016;19:575–91.CrossRef
34.
go back to reference Lopes AS, Silva KS, Barbosa VC, Bezerra J, de Oliveira ESA, Nahas MV. Trends in screen time on week and weekend days in a representative sample of southern Brazil students. J Public Health. 2014;36:608–14.CrossRef Lopes AS, Silva KS, Barbosa VC, Bezerra J, de Oliveira ESA, Nahas MV. Trends in screen time on week and weekend days in a representative sample of southern Brazil students. J Public Health. 2014;36:608–14.CrossRef
35.
go back to reference Hooghe M, Oser J. Internet, television and social capital: the effect of ‘screen time’ on social capital. Inf Commun Soc. 2015;18:1175–99.CrossRef Hooghe M, Oser J. Internet, television and social capital: the effect of ‘screen time’ on social capital. Inf Commun Soc. 2015;18:1175–99.CrossRef
36.
go back to reference Althoff T, White RW, Horvitz E. Influence of Pokemon go on physical activity: study and implications. J Med Internet Res. 2016;18:e315.CrossRef Althoff T, White RW, Horvitz E. Influence of Pokemon go on physical activity: study and implications. J Med Internet Res. 2016;18:e315.CrossRef
37.
go back to reference Przybylski AK, Weinstein N. A large-scale test of the goldilocks hypothesis. Psychol Sci. 2017;28:204–15.CrossRef Przybylski AK, Weinstein N. A large-scale test of the goldilocks hypothesis. Psychol Sci. 2017;28:204–15.CrossRef
Metadata
Title
Is screen time associated with anxiety or depression in young people? Results from a UK birth cohort
Authors
Jasmine N. Khouja
Marcus R. Munafò
Kate Tilling
Nicola J. Wiles
Carol Joinson
Peter J. Etchells
Ann John
Fiona M. Hayes
Suzanne H. Gage
Rosie P. Cornish
Publication date
01-12-2019
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2019
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-018-6321-9

Other articles of this Issue 1/2019

BMC Public Health 1/2019 Go to the issue