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Association Between Screen Time Trajectory and Early Childhood Development in Children in China
Open accessAbstract
Importance: Screen time has become an integral part of children's daily lives. Nevertheless, the developmental consequences of screen exposure in young children remain unclear. Objective: To investigate the screen time trajectory from 6 to 72 months of age and its association with children's development at age 72 months in a prospective birth cohort. Design, Setting, and Participants: Women in Shanghai, China, who were at 34 to 36 gestational weeks and had an expected delivery date between May 2012 and July 2013 were recruited for this cohort study. Their children were followed up at 6, 9, 12, 18, 24, 36, 48, and 72 months of age. Children's screen time was classified into 3 groups at age 6 months: continued low (ie, stable amount of screen time), late increasing (ie, sharp increase in screen time at age 36 months), and early increasing (ie, large amount of screen time in early stages that remained stable after age 36 months). Cognitive development was assessed by specially trained research staff in a research clinic. Of 262 eligible mother-offspring pairs, 152 dyads had complete data regarding all variables of interest and were included in the analyses. Data were analyzed from September 2019 to November 2021. Exposures: Mothers reported screen times of children at 6, 9, 12, 18, 24, 36, 48, and 72 months of age. Main Outcomes and Measures: The cognitive development of children was evaluated using the Wechsler Intelligence Scale for Children, 4th edition, at age 72 months. Social-emotional development was measured by the Strengths and Difficulties Questionnaire, which was completed by the child's mother. The study described demographic characteristics, maternal mental health, child's temperament at age 6 months, and mental development at age 12 months by subgroups clustered by a group-based trajectory model. Group difference was examined by analysis of variance. Results: A total of 152 mother-offspring dyads were included in this study, including 77 girls (50.7%) and 75 boys (49.3%) (mean [SD] age of the mothers was 29.7 [3.3] years). Children's screen time trajectory from age 6 to 72 months was classified into 3 groups: continued low (110 [72.4%]), late increasing (17 [11.2%]), and early increasing (25 [16.4%]). Compared with the continued low group, the late increasing group had lower scores on the Full-Scale Intelligence Quotient (β coefficient, -8.23; 95% CI, -15.16 to -1.30; P < .05) and the General Ability Index (β coefficient, -6.42; 95% CI, -13.70 to 0.86; P = .08); the early increasing group presented with lower scores on the Full-Scale Intelligence Quotient (β coefficient, -6.68; 95% CI, -12.35 to -1.02; P < .05) and the Cognitive Proficiency Index (β coefficient, -10.56; 95% CI, -17.23 to -3.90; P < .01) and a higher total difficulties score (β coefficient, 2.62; 95% CI, 0.49-4.76; P < .05). Conclusions and Relevance: This cohort study found that excessive screen time in early years was associated with poor cognitive and social-emotional development. This finding may be helpful in encouraging awareness among parents of the importance of onset and duration of children's screen time.
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“Recent studies have indicated that increased screen time is significantly positively associated with multiple psychopathological problems, such as subsequent ADHD symptoms (Ra et al., 2018), internalizing and externalizing problems (Eirich et al., 2022), as well as early developmental problems (Zhao et al., 2022) in young populations.”
From Early-Initiated Childhood Reading for Pleasure: Associations with Better Cognitive Performance, Mental Well-being and Brain Structure in Young Adolescence (2024) · cites this paper as Zhao et al., 2022
Citations
Cites
Detection of Postnatal Depression: Development of the 10-item Edinburgh Postnatal Depression Scale
Cox, J. L., Holden, J. M., & Sagovsky, R. (1987) · British Journal of Psychiatry · doi:10.1192/bjp.150.6.782 · Cited by 14,183
Developmental potential in the first 5 years for children in developing countries
Grantham-McGregor, S., Cheung, Y. B., Cueto, S., Glewwe, P., Richter, L., & Strupp, B. (2007) · The Lancet · doi:10.1016/s0140-6736(07)60032-4 · Cited by 3,630
Hill, D., Ameenuddin, N., Chassiakos, Y. R., Cross, C., Hutchinson, J. W., Levine, A. E., Boyd, R. W., Mendelson, R. A., Moreno, M. A., & Swanson, W. S. (2016) · PEDIATRICS · doi:10.1542/peds.2016-2591 · Cited by 1,802
Multi-task connectivity reveals flexible hubs for adaptive task control
Cole, M. W., Reynolds, J. R., Power, J. D., Repovs, G., Anticevic, A., & Braver, T. S. (2013) · Nature Neuroscience · doi:10.1038/nn.3470 · Cited by 1,704
Children and Adolescents and Digital Media
Reid Chassiakos, Y. (., Radesky, J., Christakis, D., Moreno, M. A., Cross, C., COUNCIL ON COMMUNICATIONS AND MEDIA, Hill, D., Ameenuddin, N., Hutchinson, J., Levine, A., et al. (2016) · Pediatrics · doi:10.1542/peds.2016-2593 · Cited by 1,340
Manual for the Bayley Scales of Infant Development
Bayley, N. (1969) · Medical Entomology and Zoology · Cited by 1,328
Early television exposure and subsequent attentional problems in children
Christakis, D. A., Zimmerman, F. J., DiGiuseppe, D. L., & McCarty, C. A. (2004) · Pediatrics · doi:10.1542/peds.113.4.708 · Cited by 926
A Note on a Stata Plugin for Estimating Group-based Trajectory Models
Jones, B. L., & Nagin, D. S. (2013) · Sociological Methods & Research · doi:10.1177/0049124113503141 · Cited by 906
Revision of the Infant Temperament Questionnaire
Carey, W. B., & McDevitt, S. C. (1978) · PEDIATRICS · doi:10.1542/peds.61.5.735 · Cited by 749
Children’s Television Viewing and Cognitive Outcomes
Zimmerman, F. J., & Christakis, D. (2005) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/archpedi.159.7.619 · Cited by 514
Du, Y., Kou, J., & Coghill, D. (2008) · Child and Adolescent Psychiatry and Mental Health · doi:10.1186/1753-2000-2-8 · Cited by 469
Diamond, A. D. (1990) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.1990.tb48900.x · Cited by 388
Radesky, J. S., & Christakis, D. A. (2016) · Pediatric Clinics of North America · doi:10.1016/j.pcl.2016.06.006 · Cited by 364
Video game playing, attention problems, and impulsiveness: evidence of bidirectional causality
Gentile, D. A., Swing, E. L., Lim, C. G., & Khoo, A. (2012) · Psychology of Popular Media Culture · doi:10.1037/a0026969 · Cited by 352
Kostyrka-Allchorne, K., Cooper, N. R., & Simpson, A. (2017) · Developmental Review · doi:10.1016/j.dr.2016.12.002 · Cited by 302
Effects of television exposure on developmental skills among young children
Lin, L., Cherng, R., Chen, Y.-J., Chen, Y., & Yang, H.-M. (2014) · Infant Behavior and Development · doi:10.1016/j.infbeh.2014.12.005 · Cited by 294
Infant media exposure and toddler development
Tomopoulos, S., Dreyer, B. P., Berkule, S., Fierman, A. H., Brockmeyer, C., & Mendelsohn, A. L. (2010) · Archives of Pediatrics & Adolescent Medicine · doi:10.1001/archpediatrics.2010.235 · Cited by 292
The relation between television exposure and executive function among preschoolers.
Nathanson, A. I., Aladé, F., Sharp, M. L., Rasmussen, E. E., & Christy, K. (2014) · Developmental Psychology · doi:10.1037/a0035714 · Cited by 283
Television viewing associates with delayed language development
Chonchaiya, W., & Pruksananonda, C. (2008) · Acta paediatrica · doi:10.1111/j.1651-2227.2008.00831.x · Cited by 267
Anderson, D. R., Field, D. E., Collins, P., Lorch, E. P., & Nathan, J. G. (1985) · Child Development · doi:10.2307/1130249 · Cited by 219
Parkes, A., Sweeting, H. N., Wight, D., & Henderson, M. (2013) · Archives of Disease in Childhood · doi:10.1136/archdischild-2011-301508 · Cited by 196
Black, M. M., Pérez‐Escamilla, R., & Rao, S. F. (2015) · Advances in Nutrition · doi:10.3945/an.115.010348 · Cited by 182
Television Viewing in Infancy and Child Cognition at 3 Years of Age in a US Cohort
Schmidt, M. E., Rich, M., Rifas-Shiman, S., Oken, E., & Taveras, E. (2009) · Pediatrics · doi:10.1542/peds.2008-3221 · Cited by 178
Meyer, M., Zosh, J. M., McLaren, C., Robb, M., McCaffery, H., Golinkoff, R. M., Hirsh-Pasek, K., & Radesky, J. (2021) · Journal of Children and Media · doi:10.1080/17482798.2021.1882516 · Cited by 178
Duch, H., Fisher, E. M., Ensari, I., Font, M., Harrington, A., Taromino, C., Yip, J., & Rodriguez, C. (2013) · Clinical Pediatrics · doi:10.1177/0009922813492881 · Cited by 168
Wu, X., Tao, S., Rutayisire, E., Chen, Y., Huang, K., & Tao, F. (2016) · European Child & Adolescent Psychiatry · doi:10.1007/s00787-016-0912-8 · Cited by 158
Early Television Exposure and Children's Behavioral and Social Outcomes at Age 30 Months
Cheng, S., Maeda, T., Sakakihara, Y., Yamagata, Z., Tomiwa, K., & Japan Children's Study Group (2010) · Journal of Epidemiology · doi:10.2188/jea.je20090179 · Cited by 144
The impact of television viewing on brain structures: Cross-sectional and longitudinal analyses
Takeuchi, H., Taki, Y., Hashizume, H., Asano, K., Asano, M., Sassa, Y., Yokota, S., Kotozaki, Y., Nouchi, R., & Kawashima, R. (2015) · Cerebral Cortex · doi:10.1093/cercor/bht315 · Cited by 140
Stevens, T., & MULSOW, M. H. (2006) · PEDIATRICS · doi:10.1542/peds.2005-0863 · Cited by 137
Early childhood television viewing and kindergarten entry readiness
Pagani, L. S., Fitzpatrick, C., & Barnett, T. A. (2013) · Pediatric Research · doi:10.1038/pr.2013.105 · Cited by 122
Brief Report: Television Viewing and Risk for Attention Problems in Preschool Children
Miller, C. J., Marks, D. J., Miller, S. R., Berwid, O. G., Kera, E. C., Santra, A., & Halperin, J. M. (2006) · Journal of Pediatric Psychology · doi:10.1093/jpepsy/jsl035 · Cited by 101
Communicating More than Content: Formal Features of Children's Television Programs
Huston, A. C., Wright, J. C., Wartella, E. A., Rice, M. L., Watkins, B. A., Campbell, T. A., & Potts, R. (1981) · Journal of Communication · doi:10.1111/j.1460-2466.1981.tb00426.x · Cited by 92
Association of Trajectory and Covariates of Children’s Screen Media Time
Trinh, M.-H., Sundaram, R., Robinson, S. L., Lin, T.-C., Bell, E. M., Ghassabian, A., & Yeung, E. H. (2020) · JAMA Pediatrics · doi:10.1001/jamapediatrics.2019.4488 · Cited by 92
Media content and externalizing behaviors in Latino toddlers
Tomopoulos, S., Dreyer, B. P., Valdez, P., Flynn, V., Foley, G., Berkule, S. B., & Mendelsohn, A. L. (2007) · Ambulatory Pediatrics · doi:10.1016/j.ambp.2007.02.004 · Cited by 83
Television Viewing and Externalizing Problems in Preschool Children
Verlinden, M., Tiemeier, H. W., Hudziak, J. J., Jaddoe, V. W. V., Raat, H., Guxens, M., Albert Hofman, D., Verhulst, F. C., & Jansen, P. W. (2012) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/archpediatrics.2012.653 · Cited by 71
Chen, H., Keith, T. Z., Weiss, L. G., Zhu, J., & Li, Y. (2010) · Personality and Individual Differences · doi:10.1016/j.paid.2010.06.004 · Cited by 70
Ebenegger, V., Marques-Vidal, P. M., Munsch, S., Quartier, V., Nydegger, A., Barral, J., Hartmann, T., Dubnov‐Raz, G., Kriemler, S., & Puder, J. J. (2011) · Journal of Child Neurology · doi:10.1177/0883073811428009 · Cited by 67
Early Life Experiences and Trajectories of Cognitive Development
McCormick, B., Caulfield, L. E., Richard, S. A., Pendergast, L., Seidman, J. C., Maphula, A., Koshy, B., Blacy, L., Roshan, R., Nahar, B., et al. (2020) · PEDIATRICS · doi:10.1542/peds.2019-3660 · Cited by 65
Acevedo-Polakovich, I. D., Lorch, E., & Milich, R. (2007) · Media Psychology · doi:10.1080/15213260701291387 · Cited by 62
Longitudinal associations between screen use and reading in preschool-aged children
McArthur, B. A., Browne, D., McDonald, S., Tough, S., & Madigan, S. (2021) · Pediatrics · doi:10.1542/peds.2020-011429 · Cited by 45
A Cross-Lagged Panel Analysis of Psychometric Intelligence and Achievement in Reading and Math
Watkins, M. W., & Styck, K. M. (2017) · Journal of Intelligence · doi:10.3390/jintelligence5030031 · Cited by 39
Screen time in early childhood
Dumuid, D. (2020) · The Lancet Child & Adolescent Health · doi:10.1016/s2352-4642(20)30005-5 · Cited by 35
No second chances? Early critical periods in human development
Britto, P. R., & Pérez‐Escamilla, R. (2013) · Social Science & Medicine · doi:10.1016/j.socscimed.2013.09.001 · Cited by 32
Diamond, A., & Taylor, C. (1996) · Developmental Psychobiology · doi:10.1002/(sici)1098-2302(199605)29:4
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- Lin, 2021, Cohort profile: the Shanghai Sleep Birth Cohort Study., Paediatr Perinat Epidemiol, 35, 257, 10.1111/ppe.v35.2 · DOI
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Sorted by citations
Screen Time at Age 1 Year and Communication and Problem-Solving Developmental Delay at 2 and 4 Years
Takahashi, I., Obara, T., Ishikuro, M., Murakami, K., Ueno, F., Noda, A., Onuma, T., Shinoda, G., Nishimura, T., Tsuchiya, K. J., et al. (2023) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/jamapediatrics.2023.3057 · Cited by 117
Qu, G., Hu, W., Meng, J., Wang, X., Su, W., Liu, H., Ma, S., Sun, C., Huang, C., Lowe, S., et al. (2023) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2023.03.014 · Cited by 90
Schmidt-Persson, J., Rasmussen, M. G. B., Sørensen, S. O., Mortensen, S. R., Olesen, L. G., Brage, S., Kristensen, P. L., Bilenberg, N., & Grøntved, A. (2024) · JAMA Network Open · doi:10.1001/jamanetworkopen.2024.19881 · Cited by 73
Sun, Y.-J., Sahakian, B. J., Langley, C., Yang, A., Jiang, Y., Kang, J., Zhao, X., Li, C., Cheng, W., & Feng, J. (2024) · Psychological Medicine · doi:10.1017/s0033291723001381 · Cited by 68
“…screen time is significantly positively associated with multiple psychopathological problems, such as subsequent ADHD symptoms (Ra et al., 2018), internalizing and externalizing problems (Eirich et al., 2022), as well as early developmental problems (Zhao et al., 2022) in young populations.”
BackgroundTypes of On-Screen Content and Mental Health in Kindergarten Children
Wang, H., Zhao, J. H., Yu, Z., Pan, H., Wu, S., Zhu, Q., Dong, Y., Liu, H., Zhang, Y., & Jiang, F. (2023) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/jamapediatrics.2023.5220 · Cited by 60
Self-citation
Metadata
- Authors
- Zhao, J., Yu, Z., Sun, X., Wu, S., Zhang, J., Zhang, D., Zhang, Y., & Jiang, F.
- Affiliations
- Shanghai Jiao Tong University (CN)
- University of Georgia (US)
- Corresponding author
- Zhang, Yunting
- Jiang, Fan
- ORCID
- Venue
- JAMA Pediatrics
- Publisher
- American Medical Association (AMA)
- Published
- 2022-08-01
- Volume
- 176
- Issue
- 8
- Pages
- 768
- ISSN
- 1072-4710 (ISSN-L)
- 2168-6203
- PMC
- PMC9171655
- OpenAlex
- W4281854926
- Cited by
- 115
- References
- 45
- Citations by year
- 2026: 25 · 2025: 38 · 2024: 33 · 2023: 18 · 2022: 1
- FWCI
- 48.55
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Archives of Pediatrics and Adolescent Medicine (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Shanghai Municipal Health Commission
- Science and Technology Commission of Shanghai Municipality
- Topics
- Social Sciences › Education › Child Development and Digital Technology
- Social Sciences › Psychology › Clinical Psychology › Child and Adolescent Psychosocial and Emotional Development
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Physical Activity and Health
- Keywords
- screen time, early childhood development, cognitive development, social-emotional development, toddlers, infant temperament, maternal mental health, birth cohort, child mental health, group-based trajectory modeling
- MeSH terms
- Screen Time, Child, Child Development, Child, Preschool, China, Female, Humans, Infant, Male, Prospective Studies, Cohort Studies
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