Association between screen time and children’s performance on a developmental screening test
Open accessAbstract
Importance: Excessive screen time is associated with delays in development; however, it is unclear if greater screen time predicts lower performance scores on developmental screening tests or if children with poor developmental performance receive added screen time as a way to modulate challenging behavior. Objective: To assess the directional association between screen time and child development in a population of mothers and children. Design, Setting, and Participants: This longitudinal cohort study used a 3-wave, cross-lagged panel model in 2441 mothers and children in Calgary, Alberta, Canada, drawn from the All Our Families study. Data were available when children were aged 24, 36, and 60 months. Data were collected between October 20, 2011, and October 6, 2016. Statistical analyses were conducted from July 31 to November 15, 2018. Exposures: Media. Main Outcomes and Measures: At age 24, 36, and 60 months, children's screen-time behavior (total hours per week) and developmental outcomes (Ages and Stages Questionnaire, Third Edition) were assessed via maternal report. Results: Of the 2441 children included in the analysis, 1227 (50.2%) were boys. A random-intercepts, cross-lagged panel model revealed that higher levels of screen time at 24 and 36 months were significantly associated with poorer performance on developmental screening tests at 36 months (β, -0.06; 95% CI, -0.10 to -0.01) and 60 months (β, -0.08; 95% CI, -0.13 to -0.02), respectively. These within-person (time-varying) associations statistically controlled for between-person (stable) differences. Conclusions and Relevance: The results of this study support the directional association between screen time and child development. Recommendations include encouraging family media plans, as well as managing screen time, to offset the potential consequences of excess use.
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
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?
Specifically, more digital media at ages 2 and 3 predicted poorer milestone achievement at ages 3 and 5, respectively.
“Specifically, digital media duration at age 2 and 3 was directionally associated with poorer achievement of developmental milestones at ages 3 and 5, respectively.90”
From Digital Ecosystems, Children, and Adolescents: Technical Report (2026) · cites this paper as [90]
One study linked digital media duration to achievement of developmental milestones at ages 2, 3, and 5.
“In terms of longitudinal studies testing bidirectional effects, one study found associations between quantity of digital media duration and children’s achievement of developmental milestones at ages 2, 3, and 5 years.90”
From Digital Ecosystems, Children, and Adolescents: Technical Report (2026) · cites this paper as [90]
Excessive screen time is associated with problems in meeting developmental milestones for motor skills, spatio-temporal abilities, problem solving and language acquisition.
“Excessive screen time was found to be associated with problems in meeting developmental milestones for motor skills, spatio-temporal abilities, problem solving and language acquisition [7].”
Enriched environments promoting spatio-temporal learning and higher order analytic abilities contribute to minimizing the risk of developing ADRD.
“Additionally, education should be created to focus more on enriched environments promoting spatio-temporal learning and higher order analytic abilities, which both contribute to minimizing the risk of developing ADRD [7,106].”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
The CES-D Scale: A Self-Report Depression Scale for Research in the General Population
Radloff, L. S. (1977) · Applied Psychological Measurement · doi:10.1177/014662167700100306 · Cited by 53,267 · see citing works
The Ecology of Human Development: Experiments by Nature and Design
Bronfenbrenner, U. (1979) · Harvard University Press eBooks · doi:10.4159/9780674028845 · Cited by 26,084 · see citing works
The ecology of human development : experiments by nature and design
Bronfenbrenner, U. (1979) · Cited by 12,580 · see citing works
Missing data analysis: making it work in the real world
Graham, J. W. (2009) · Annual Review of Psychology · doi:10.1146/annurev.psych.58.110405.085530 · Cited by 6,163 · see citing works
(2023) · doi:10.1126/science · Cited by 6,063 · see citing works
(1996) · Institutional Research Information System University of Turin (University of Turin) · doi:10.1111/j · Cited by 5,486 · see citing works
Stanovich, K. E. (1986) · Reading Research Quarterly · doi:10.1598/rrq.21.4.1 · Cited by 5,222 · see citing works
A critique of the cross-lagged panel model
Hamaker, E. L., Kuiper, R. M., & Grasman, R. P. P. P. (2015) · Psychological Methods · doi:10.1037/a0038889 · Cited by 4,005 · see citing works
Skill formation and the economics of investing in disadvantaged children
Heckman, J. J. (2006) · Science · doi:10.1126/science.1128898 · Cited by 3,559 · see citing works
Hoff, E. (2003) · Child Development · doi:10.1111/1467-8624.00612 · Cited by 2,346 · see citing works
Manuscripts Accepted for Publication
(2005) · Child Development · doi:10.1111/j.1467-8624.2005.00876.x · Cited by 2,051 · see citing works
Stanford-Binet Intelligence Scale
(2012) · Springer eBooks · doi:10.1007/springerreference_70151 · Cited by 1,671 · see citing works
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 1,604 · see citing works
For Better <i>and</i> For Worse: Differential Susceptibility to Environmental Influences
Belsky, J., Bakermans-Kranenburg, M. J., & van IJzendoorn, M. H. (2007) · Current Directions in Psychological Science · doi:10.1111/j.1467-8721.2007.00525.x · Cited by 1,515 · see citing works
Manual for the Bayley Scales of Infant Development
Bayley, N. (1969) · Medical Entomology and Zoology · Cited by 1,330 · see citing works
Hancox, R. J., Milne, B. J., & Poulton, R. (2004) · The Lancet · doi:10.1016/s0140-6736(04)16675-0 · Cited by 872 · see citing works
Berry, D., & Willoughby, M. T. (2017) · Child Development · doi:10.1111/cdev.12660 · Cited by 737 · see citing works
Janus, M., & Offord, D. R. (2007) · Canadian Journal of Behavioural Science/Revue canadienne des sciences du comportement · doi:10.1037/cjbs2007001 · Cited by 668 · see citing works
Mobile and interactive media use by young children: the good, the bad, and the unknown
Radesky, J. S., Schumacher, J., & Zuckerman, B. (2015) · Pediatrics · doi:10.1542/peds.2014-2251 · Cited by 661 · see citing works
Revision of a Parent-Completed Developmental Screening Tool: Ages and Stages Questionnaires
Squires, J., Bricker, D. D., & Potter, L. (1997) · Journal of Pediatric Psychology · doi:10.1093/jpepsy/22.3.313 · Cited by 601 · see citing works
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 · see citing works
Associations between Media Viewing and Language Development in Children Under Age 2 Years
Zimmerman, F. J., Christakis, D., & Meltzoff, A. N. (2007) · The Journal of Pediatrics · doi:10.1016/j.jpeds.2007.04.071 · Cited by 513 · see citing works
Exergames for Physical Education Courses: Physical, Social, and Cognitive Benefits
Staiano, A. E., & Calvert, S. L. (2011) · Child Development Perspectives · doi:10.1111/j.1750-8606.2011.00162.x · Cited by 458 · see citing works
Association of maternal hypertension and chorioamnionitis with preterm outcomes.
Gagliardi, L., Rusconi, F., Bellù, R., r, Z., Laforgia, N., & in Italian Neonatal Network (2014) · CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro) · doi:10.1542/peds · Cited by 424 · see citing works
The Impact of Background Television on Parent–Child Interaction
Kirkorian, H. L., Pempek, T. A., Murphy, L. A., Schmidt, M. E., & Anderson, D. R. (2009) · Child Development · doi:10.1111/j.1467-8624.2009.01337.x · Cited by 387 · see citing works
Radesky, J. S., & Christakis, D. A. (2016) · Pediatric Clinics of North America · doi:10.1016/j.pcl.2016.06.006 · Cited by 364 · see citing works
Associations Between Content Types of Early Media Exposure and Subsequent Attentional Problems
Zimmerman, F. J., & Christakis, D. (2007) · PEDIATRICS · doi:10.1542/peds.2006-3322 · Cited by 362 · see citing works
Infant Self-Regulation and Early Childhood Media Exposure
Radesky, J. S., Silverstein, M., ZUCKERMAN, B. S., & Christakis, D. (2014) · PEDIATRICS · doi:10.1542/peds.2013-2367 · Cited by 333 · see citing works
Maternal Mobile Device Use During a Structured Parent–Child Interaction Task
Radesky, J. S., Miller, A. L., Rosenblum, K. L., Appugliese, D. P., Kaciroti, N., & Lumeng, J. C. (2014) · Academic Pediatrics · doi:10.1016/j.acap.2014.10.001 · Cited by 329 · see citing works
Przybylski, A. K., & Weinstein, N. (2017) · Child Development · doi:10.1111/cdev.13007 · Cited by 325 · see citing works
Validity of the Ages and Stages Questionnaires in Term and Preterm Infants
Schonhaut, L., Armijo, I., Schönstedt, M., Alvarez, J., & Cordero, M. (2013) · Pediatrics · doi:10.1542/peds.2012-3313 · Cited by 284 · see citing works
Association of Television Viewing During Childhood With Poor Educational Achievement
Hancox, R. J., Milne, B. J., & Poulton, R. (2005) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/archpedi.159.7.614 · Cited by 277 · see citing works
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 · see citing works
Toddlers’ Word Learning From Contingent and Noncontingent Video on Touch Screens
Kirkorian, H. L., Choi, K., & Pempek, T. A. (2016) · Child Development · doi:10.1111/cdev.12508 · Cited by 223 · see citing works
A validation study of the Norwegian version of the Ages and Stages Questionnaires
Richter, J., & Janson, H. (2007) · Acta Paediatrica · doi:10.1111/j.1651-2227.2007.00246.x · Cited by 191 · see citing works
Stanford‐Binet Intelligence Scale
Peterson, K. C., Peterson, M., & Carducci, B. J. (2020) · The Wiley Encyclopedia of Personality and Individual Differences · doi:10.1002/9781118970843.ch145 · Cited by 181 · see citing works
Limbos, M. M., & Joyce, D. P. (2011) · Journal of Developmental & Behavioral Pediatrics · doi:10.1097/dbp.0b013e31822552e9 · Cited by 172 · see citing works
Gollenberg, A., Lynch, C. D.-J., Jackson, L. W., McGuinness, B. M., & Msall, M. E. (2009) · Child Care Health and Development · doi:10.1111/j.1365-2214.2009.01041.x · Cited by 170 · see citing works
The All Our Babies pregnancy cohort: design, methods, and participant characteristics
McDonald, S., Lyon, A. W., Benzies, K., McNeil, D. A., Lye, S. J., Dolan, S. M., Pennell, C. E., Bocking, A. D., & Tough, S. (2013) · BMC Pregnancy and Childbirth · doi:10.1186/1471-2393-13-s1-s2 · Cited by 168 · see citing works
Self-citationDuch, 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 · see citing works
Radesky, J. S., Eisenberg, S., Kistin, C. J., Gross, J., Block, G., ZUCKERMAN, B. S., & Silverstein, M. (2016) · The Annals of Family Medicine · doi:10.1370/afm.1976 · Cited by 165 · see citing works
TV exposure associated with sleep disturbances in 5‐ to 6‐year‐old children
Paavonen, E. J., Pennonen, M., Roine, M., Valkonen, S., & Lahikainen, A. R. (2006) · Journal of Sleep Research · doi:10.1111/j.1365-2869.2006.00525.x · Cited by 162 · see citing works
The Effects of Background Television on the Quantity and Quality of Child-Directed Speech by Parents
Pempek, T. A., Kirkorian, H. L., & Anderson, D. R. (2014) · Journal of Children and Media · doi:10.1080/17482798.2014.920715 · Cited by 144 · see citing works
Active versus Passive Screen Time for Young Children
Sweetser, P., Johnson, D. M., Ozdowska, A., & Wyeth, P. A. (2012) · Australasian Journal of Early Childhood · doi:10.1177/183693911203700413 · Cited by 132 · see citing works
Christakis, D. A., Ramirez, J. S. B., Ferguson, S. M., Ravinder, S., & Ramirez, J.-M. (2018) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1711548115 · Cited by 132 · see citing works
Cohort Profile: The All Our Babies pregnancy cohort (AOB)
Tough, S., McDonald, S., Collisson, B. A., Graham, S. A., Kehler, H. L., Kingston, D. E., & Benzies, K. (2016) · International Journal of Epidemiology · doi:10.1093/ije/dyw363 · Cited by 122 · see citing works
Self-citationTeens and mobile phones over the past five years: Pew Internet looks back
Lenhart, A. (2009) · Issue Lab (Candid) · Cited by 116 · see citing works
Heo, K. H., Squires, J., & Yovanoff, P. (2007) · Journal of Intellectual Disability Research · doi:10.1111/j.1365-2788.2007.01000.x · Cited by 99 · see citing works
Identity Dynamics and Peer Relationship Quality in Adolescents With a Chronic Disease
Rassart, J., Luyckx, K., Apers, S., Goossens, E., & Moons, P. (2012) · Journal of Developmental & Behavioral Pediatrics · doi:10.1097/dbp · Cited by 79 · see citing works
School readiness amongst urban Canadian families: risk profiles and family mediation.
Browne, D. T., Wade, M., Prime, H., & Jenkins, J. M. (2018) · Journal of Educational Psychology · doi:10.1037/edu0000202 · Cited by 56 · see citing works
Self-citationAlvik, A., & Grøholt, B. (2011) · BMC Pediatrics · doi:10.1186/1471-2431-11-117 · Cited by 35 · see citing works
Browne, D. T., Rokeach, A., Wiener, J., Hoch, J. S., Meunier, J.-C., & Thurston, S. (2012) · Journal of Developmental and Physical Disabilities · doi:10.1007/s10882-012-9295-z · Cited by 15 · see citing works
Self-citationBolhuis, K., Verhoeff, M. E., Hillegers, M. H. J., & Tiemeier, H. W. (2017) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2017.09.258 · Cited by 1 · see citing works
Flagged first, then by citations
2 of the 55 references couldn’t be matched to a known paper.
Research works printed but not linked: 2
- [8]8. American Academy of Pediatrics. American Academy of Pediatrics announces new recommendations for children's media use. http://www.aap.org/en-us/about-the-aap/aap- press-room/Pages/American-Academy-of- Pediatrics-Announces-New-Recommendations-for- Childrens-Media-Use.aspx. Published October 21, 2016. Accessed August 30, 2018.
- [49]49. Masten AS, Garmezy N. Risk, Vulnerability, and Protective Factors in Developmental Psychopathology: Advances in Clinical Child Psychology. New York: Springer; 1985:1-52.
Cited by
Sorted by citations
Associations Between Screen Use and Child Language Skills: A Systematic Review and Meta-analysis
Madigan, S., McArthur, B. A., Anhorn, C., Eirich, R., & Christakis, D. A. (2020) · JAMA Pediatrics · doi:10.1001/jamapediatrics.2020.0327 · Cited by 489 · see citing works
Self-citationSystematic review and meta-analysis of epidemiology of internet addiction
Pan, Y.-C., Chiu, Y.-C., & Lin, Y.-H. (2020) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2020.08.013 · Cited by 477 · see citing works
Parenting Behavior and Child Language: A Meta-analysis.
Madigan, S., Prime, H., Graham, S. A., Rodrigues, M., Anderson, N., Khoury, J., & Jenkins, J. M. (2019) · Pediatrics · doi:10.1542/peds.2018-3556 · Cited by 267 · see citing works
“The sheer number of longitudinal studies is notable (k = 24), especially given the arduous nature of collecting long-term research and the potential they provide in terms of distinguishing predictions from outcomes and addressing directionality of associations.(89) Methodologically speaking, longitudinal designs are m…”
BackgroundSelf-citationGlobal Prevalence of Meeting Screen Time Guidelines Among Children 5 Years and Younger
McArthur, B. A., Volkova, V. G., Tomopoulos, S., & Madigan, S. L. (2022) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/jamapediatrics.2021.6386 · Cited by 292 · see citing works
Self-citationBarr, R., Kirkorian, H. L., Radesky, J. S., Coyne, S. M., Nichols, D., Blanchfield, O. A., Rusnak, S. N., Stockdale, L., Ribner, A., Durnez, J., et al. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.01283 · Cited by 258 · see citing works
Neophytou, E., Manwell, L. A., & Eikelboom, R. (2021) · International Journal of Mental Health and Addiction · doi:10.1007/s11469-019-00182-2 · Cited by 231 · see citing works
Screen time and preschool children: Promoting health and development in a digital world
Ponti, M. (2023) · Paediatrics & Child Health · doi:10.1093/pch/pxac125 · Cited by 159 · see citing works
Swider, E., Vermeij, A., & Sitskoorn, M. M. (2023) · Cognitive Development · doi:10.1016/j.cogdev.2023.101319 · Cited by 215 · see citing works
Measurement of screen time among young children aged 0–6 years: A systematic review
Byrne, R., Terranova, C. O., & Trost, S. G. (2021) · Obesity Reviews · doi:10.1111/obr.13260 · Cited by 153 · see citing works
Young children’s screen time during the first COVID-19 lockdown in 12 countries
Bergmann, C., Dimitrova, N., Alaslani, K., Almohammadi, A., Alroqi, H., Aussems, S., Barokova, M. D., Davies, C. E., Gonzalez‐Gomez, N., Gibson, S. P., et al. (2022) · Scientific Reports · doi:10.1038/s41598-022-05840-5 · Cited by 139 · see citing works
Panjeti-Madan, V. N., & Ranganathan, P. (2023) · Multimodal Technologies and Interaction · doi:10.3390/mti7050052 · Cited by 187 · see citing works
Screen time and developmental and behavioral outcomes for preschool children
McArthur, B. A., Tough, S., & Madigan, S. L. (2021) · Pediatric Research · doi:10.1038/s41390-021-01572-w · Cited by 130 · see citing works
Self-citationRelationship Between Screen Time and Chinese Children’s Cognitive and Social Development
Hu, B. Y., Johnson, G. K., Teo, T. P., & Wu, Z. (2020) · Journal of Research in Childhood Education · doi:10.1080/02568543.2019.1702600 · Cited by 125 · see citing works
Digital Device Usage and Childhood Cognitive Development: Exploring Effects on Cognitive Abilities
Clemente‐Suárez, V. J., Beltrán-Velasco, A. I., Herrero-Roldán, S., Rodríguez-Besteiro, S., Martínez‐Guardado, I., Martín-Rodríguez, A., & Tornero-Aguilera, J. F. (2024) · Children · doi:10.3390/children11111299 · Cited by 211 · see citing works
Manwell, L. A., Tadros, M., Ciccarelli, T. M., & Eikelboom, R. (2022) · Journal of Integrative Neuroscience · doi:10.31083/j.jin2101028 · Cited by 122 · see citing works
Neville, R. D., McArthur, B. A., Eirich, R., Lakes, K. D., & Madigan, S. (2021) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.13425 · Cited by 109 · see citing works
Self-citationScreen 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 · see citing works
Kushima, M., Kojima, R., Shinohara, R., Horiuchi, S., Otawa, S., Ooka, T., Akiyama, Y., Miyake, K., Yokomichi, H., Yamagata, Z., et al. (2022) · JAMA Pediatrics · doi:10.1001/jamapediatrics.2021.5778 · Cited by 114 · see citing works
Self-citationDong, H.-Y., Wang, B., Li, H.-H., Yue, X.-J., & Jia, F.-Y. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.619994 · Cited by 110 · see citing works
McDaniel, B. T., & Radesky, J. S. (2020) · Cyberpsychology, Behavior, and Social Networking · doi:10.1089/cyber.2019.0478 · Cited by 96 · see citing works
Screen Time and Executive Function in Toddlerhood: A Longitudinal Study
McHarg, G., Ribner, A., Devine, R. T., & Hughes, C. H. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.570392 · Cited by 111 · see citing works
Effects of screen exposure on young children’s cognitive development: A review
Guellaï, B., Somogyi, E., Esseily, R., & Chopin, A. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.923370 · Cited by 104 · see citing works
Kim, J., Gilbert, J., Yu, Q., & Gale, C. (2021) · AERA Open · doi:10.1177/23328584211004183 · Cited by 102 · see citing works
Radesky, J. S., Kaciroti, N., Weeks, H. M., Schaller, A., & Miller, A. L. (2023) · JAMA Pediatrics · doi:10.1001/jamapediatrics.2022.4793 · Cited by 96 · see citing works
Screen time and developmental health: results from an early childhood study in Canada
Kerai, S. M., Almas, A. N., Guhn, M., Forer, B., & Oberle, E. (2022) · BMC Public Health · doi:10.1186/s12889-022-12701-3 · Cited by 122 · see citing works
Varadarajan, S., Venguidesvarane, A. G., Ramaswamy, K. N., Rajamohan, M., Krupa, M., & Christadoss, S. B. W. (2021) · PLoS ONE · doi:10.1371/journal.pone.0254102 · Cited by 95 · see citing works
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 · see citing works
Displacement of peer play by screen time: associations with toddler development
Putnick, D. L., Trinh, M.-H., Sundaram, R., Bell, E. M., Ghassabian, A., Robinson, S. L., & Yeung, E. H. (2022) · Pediatric Research · doi:10.1038/s41390-022-02261-y · Cited by 88 · see citing works
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 · see citing works
Cerniglia, L., Cimino, S., & Ammaniti, M. (2020) · Journal of Early Childhood Research · doi:10.1177/1476718x20969846 · Cited by 87 · see citing works
McArthur, B. A., Browne, D. T., Tough, S., & Madigan, S. L. (2020) · Computers in Human Behavior · doi:10.1016/j.chb.2020.106501 · Cited by 84 · see citing works
Self-citationSchwarzer, C., Grafe, N., Hiemisch, A., Kieß, W., & Poulain, T. (2021) · Pediatric Research · doi:10.1038/s41390-021-01433-6 · Cited by 82 · see citing works
del Pozo-Cruz, B., Perales, F., Parker, P. D., Lonsdale, C., Noetel, M., Hesketh, K. D., & Sanders, T. (2019) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-019-0816-3 · Cited by 80 · see citing works
Sauce, B., Liebherr, M., Judd, N., & Klingberg, T. (2022) · Scientific Reports · doi:10.1038/s41598-022-11341-2 · Cited by 74 · see citing works
Browne, D. T., May, S. S., Colucci, L., Pietra, P. H.-D., Christakis, D., Asamoah, T., Hale, L. E., Howlett, K. D., Emond, J. A., Fiks, A. G., et al. (2021) · BMJ Open · doi:10.1136/bmjopen-2020-046367 · Cited by 76 · see citing works
Self-citationScreen time in children and youth during the pandemic: A systematic review and meta-analysis
Choi, E. J., King, G. K. C., & Duerden, E. G. (2023) · Global Pediatrics · doi:10.1016/j.gpeds.2023.100080 · Cited by 76 · see citing works
Screen time and early childhood development in Ceará, Brazil: a population-based study
Rocha, H. A. L., Correia, L. L., Leite, Á. J. M., Machado, M. M. T., Lindsay, A. C., Rocha, S. G. M. O., Campos, J. S., Silva, A. C. E., & Sudfeld, C. R. (2021) · BMC Public Health · doi:10.1186/s12889-021-12136-2 · Cited by 75 · see citing works
Massaroni, V., Donne, V. D., Marra, C., Arcangeli, V., & Chieffo, D. P. R. (2023) · Brain Sciences · doi:10.3390/brainsci14010027 · Cited by 73 · see citing works
Vohr, B. R., McGowan, E. C., Bann, C., Das, A., Higgins, R. D., Hintz, S. R., Ambalavanan, N., Carlo, W. A., Collins, M. V., Cosby, S. S., et al. (2021) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/jamapediatrics.2021.2041 · Cited by 74 · see citing works
Chong, S. C., Teo, W. Z., & Shorey, S. (2023) · Pediatric Research · doi:10.1038/s41390-023-02555-9 · Cited by 72 · see citing works
A meta-analysis of technology use and cognitive aging
Benge, J. F., & Scullin, M. K. (2025) · Nature Human Behaviour · doi:10.1038/s41562-025-02159-9 · Cited by 89 · see citing works
Shen, C., Luo, Q., Chamberlain, S. R., Morgan, S. E., Romero-García, R., Du, J., Zhao, X., Touchette, É., Montplaisir, J. Y., Vitaro, F., et al. (2020) · Biological Psychiatry · doi:10.1016/j.biopsych.2020.03.010 · Cited by 69 · see citing works
Rocka, A. A., Jasielska, F., Madras, D. K., Krawiec, P., & Pac‐Kożuchowska, E. (2022) · Nutrients · doi:10.3390/nu14142985 · Cited by 69 · see citing works
Prevalence of Preschoolers Meeting vs Exceeding Screen Time Guidelines
Madigan, S. L., Racine, N. M., & Tough, S. (2019) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/jamapediatrics.2019.4495 · Cited by 69 · see citing works
Self-citationThe association between screen media quantity, content, and context and language development
Alroqi, H., Serratrice, L., & Cameron‐Faulkner, T. (2022) · Journal of Child Language · doi:10.1017/s0305000922000265 · Cited by 75 · see citing works
Paquin, V., Ferrari, M., Sekhon, H., & Rej, S. (2023) · JMIR Serious Games · doi:10.2196/43388 · Cited by 68 · see citing works
Screen time in children and adolescents: is there evidence to guide parents and policy?
Ashton, J. J., & Beattie, R. M. (2019) · The Lancet Child & Adolescent Health · doi:10.1016/s2352-4642(19)30062-8 · Cited by 66 · see citing works
Digital parenting and its impact on early childhood development: A scoping review
Choy, Y. N., Lau, E. Y. H., & Wu, D. (2024) · Education and Information Technologies · doi:10.1007/s10639-024-12643-w · Cited by 86 · see citing works
Mallawaarachchi, S. R., Anglim, J., Hooley, M., & Horwood, S. (2022) · Early Childhood Research Quarterly · doi:10.1016/j.ecresq.2021.12.008 · Cited by 62 · see citing works
Marciano, L., & Camerini, A.-L. (2021) · Public Health · doi:10.1016/j.puhe.2021.07.027 · Cited by 62 · see citing works
Morita, M., Ando, S., Kiyono, T., Morishima, R., Yagi, T., Kanata, S., Fujikawa, S., Yamasaki, S., Nishida, A., & Kasai, K. (2021) · European Child & Adolescent Psychiatry · doi:10.1007/s00787-021-01808-4 · Cited by 62 · see citing works
Fitzpatrick, C., Almeida, M. L., Harvey, E., Garon‐Carrier, G., Berrigan, F., & Asbridge, M. (2022) · BMC Pediatrics · doi:10.1186/s12887-022-03280-8 · Cited by 74 · see citing works
Sugiyama, M., Tsuchiya, K. J., Okubo, Y., Rahman, M. S., Uchiyama, S., Harada, T., Iwabuchi, T., Okumura, A., Nakayasu, C., Amma, Y., et al. (2023) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/jamapediatrics.2022.5356 · Cited by 79 · see citing works
Brauchli, V., Sticca, F., Edelsbrunner, P. A., von Wyl, A., & Lannen, P. (2023) · Computers in Human Behavior · doi:10.1016/j.chb.2023.108057 · Cited by 77 · see citing works
Adherence to 24-hour movement guidelines among Portuguese preschool children: the prestyle study
Vale, S. M. C. G., & Mota, J. A. P. S. (2020) · Journal of Sports Sciences · doi:10.1080/02640414.2020.1775385 · Cited by 58 · see citing works
Screen time in 36-month-olds at increased likelihood for ASD and ADHD
Hill, M. M., Gangi, D. N., Miller, M. R., Rafi, S. M., & Ozonoff, S. J. (2020) · Infant Behavior and Development · doi:10.1016/j.infbeh.2020.101484 · Cited by 56 · see citing works
Exposure to screens and children’s language development in the EDEN mother–child cohort
Martinot, P., Bernard, J. Y., Peyre, H., Agostini, M. D., Forhan, A., Charles, M.-A. A., Plancoulaine, S., & Heude, B. (2021) · Scientific Reports · doi:10.1038/s41598-021-90867-3 · Cited by 55 · see citing works
The Impact of Screen Exposure on Attention Abilities in Young Children: A Systematic Review
Jourdren, M., Bucaille, A., & Ropars, J. (2023) · Pediatric Neurology · doi:10.1016/j.pediatrneurol.2023.01.005 · Cited by 65 · see citing works
Browne, D. T., Thompson, D. A., & Madigan, S. L. (2019) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/jamapediatrics.2019.4559 · Cited by 54 · see citing works
Self-citationScreen media are associated with fine motor skill development in preschool children
Martzog, P., & Suggate, S. P. (2022) · Early Childhood Research Quarterly · doi:10.1016/j.ecresq.2022.03.010 · Cited by 69 · see citing works
Veraksa, N. E., Veraksa, А., Gavrilova, M., Bukhalenkova, D., Oshchepkova, E. S., & Chursina, A. (2021) · Frontiers in Education · doi:10.3389/feduc.2021.600687 · Cited by 51 · see citing works
Managing Screen Use in the Under-Fives: Recommendations for Parenting Intervention Development
Morawska, A., Mitchell, A. E., & Tooth, L. R. (2023) · Clinical Child and Family Psychology Review · doi:10.1007/s10567-023-00435-6 · Cited by 51 · see citing works
Digital Ecosystems, Children, and Adolescents: Policy Statement
Munzer, T. G., Parga-Belinkie, J., Milkovich, L. M., Tomopoulos, S., Ajumobi, T., Cross, C., Gerwin, R. L., Madigan, S. L., Psych, R., Radesky, J. S., et al. (2026) · PEDIATRICS · doi:10.1542/peds.2025-075320 · Cited by 68 · see citing works
Self-citationYamamoto, M., Mezawa, H., Sakurai, K., Mori, C., Japan Environment and Children’s Study Group, Kamijima, M., Yamazaki, S., Ohya, Y., Kishi, R., Yaegashi, N., et al. (2023) · JAMA Pediatrics · doi:10.1001/jamapediatrics.2023.3643 · Cited by 51 · see citing works
Self-citationGao, M., Teng, Z., Wei, Z., Jin, K., Xiao, J., Tang, H., Wu, H., Yang, Y., Hu, Y. P., Chen, J., et al. (2022) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2022.07.003 · Cited by 49 · see citing works
Baribeau, D. A., Vigod, S. N., Brittain, H. L., Vaillancourt, T., Szatmári, P., & Pullenayegum, E. (2022) · PubMed Central · Cited by 48 · see citing works
Novel Prefrontal Synthesis Intervention Improves Language in Children with Autism
Vyshedskiy, A., Khokhlovich, E., Dunn, R., Faisman, A., Elgart, J., Lokshina, L., Gankin, Y. V., Ostrovsky, S., deTorres, L., Edelson, S. M., et al. (2020) · Healthcare · doi:10.3390/healthcare8040566 · Cited by 46 · see citing works
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 · see citing works
Self-citationRocha, B., & Nunes, C. (2020) · Psicologia Reflexão e Crítica · doi:10.1186/s41155-020-00163-8 · Cited by 45 · see citing works
Li, L., Zhang, J., Chen, M., Li, X., Chu, Q., Jiang, R., Liu, Z., Zhang, L., Shi, J., Wang, Y., et al. (2021) · Frontiers in Public Health · doi:10.3389/fpubh.2021.736617 · Cited by 44 · see citing works
Rathnasiri, A., Rathnayaka, H., Yasara, N., & Mettananda, S. (2022) · BMC Pediatrics · doi:10.1186/s12887-022-03452-6 · Cited by 42 · see citing works
Hendry, A. J., Gibson, S. P., Davies, C. E., Gliga, T., McGillion, M. L., & Gonzalez‐Gomez, N. (2022) · Infancy · doi:10.1111/infa.12460 · Cited by 43 · see citing works
Fitzpatrick, C., Harvey, E., Cristini, E., Laurent, A., Lemelin, J., & Garon‐Carrier, G. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.918834 · Cited by 47 · see citing works
Dy, A. B. C., Dy, A. B. C., & Santos, S. K. (2023) · BMC Public Health · doi:10.1186/s12889-023-16188-4 · Cited by 40 · see citing works
Associations of screen use with cognitive development in early childhood: the ELFE birth cohort
Yang, S., Saïd, M., Peyre, H., Ramus, F., Taine, M., Law, E. C. N., Dufourg, M., Heude, B., Charles, M.-A. A., & Bernard, J. Y. (2023) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.13887 · Cited by 39 · see citing works
Rodrigues, D., Gama, A., Machado‐Rodrigues, A. M., Nogueira, H. G. D. S. M., Silva, R., Rosado‐Marques, V., & Padez, C. M. P. (2020) · BMC Public Health · doi:10.1186/s12889-020-09026-4 · Cited by 38 · see citing works
Shin, H., & Gweon, G. (2019) · Computers in Human Behavior · doi:10.1016/j.chb.2019.106212 · Cited by 37 · see citing works
Screen‐time influences children's mental imagery performance
Suggate, S. P., & Martzog, P. (2020) · Developmental Science · doi:10.1111/desc.12978 · Cited by 40 · see citing works
Kwon, S., & O’Neill, M. E. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17124491 · Cited by 37 · see citing works
Sleep bruxism in children: relationship with screen-time and sugar consumption
Restrepo, C., Santamaría, A., & Manrique, R. (2021) · Sleep Medicine: X · doi:10.1016/j.sleepx.2021.100035 · Cited by 39 · see citing works
Mallawaarachchi, S. R., Tieppo, A., Hooley, M., & Horwood, S. (2022) · Computers in Human Behavior · doi:10.1016/j.chb.2022.107492 · Cited by 36 · see citing works
Understanding Digital Dementia and Cognitive Impact in the Current Era of the Internet: A Review
Ali, Z., Janarthanan, J., & Mohan, P. (2024) · Cureus · doi:10.7759/cureus.70029 · Cited by 59 · see citing works
Bantel, S., Buitkamp, M., & Wünsch, A. (2021) · Bundesgesundheitsblatt - Gesundheitsforschung - Gesundheitsschutz · doi:10.1007/s00103-021-03446-2 · Cited by 36 · see citing works
Role models in the media: a content analysis of preschool television programs in the U.S
Hamlen, K. R., & Imbesi, K. J. (2019) · Journal of Children and Media · doi:10.1080/17482798.2019.1689369 · Cited by 35 · see citing works
Ophir, Y., Rosenberg, H., & Tikochinski, R. (2021) · Computers in Human Behavior · doi:10.1016/j.chb.2021.106925 · Cited by 38 · see citing works
Gath, M. E., McNeill, B., & Gillon, G. T. (2023) · Current Research in Behavioral Sciences · doi:10.1016/j.crbeha.2023.100140 · Cited by 45 · see citing works
Rayce, S. B., Stokholm, L., & Flensborg‐Madsen, T. (2024) · BMC Public Health · doi:10.1186/s12889-024-18447-4 · Cited by 34 · see citing works
Parent-Toddler Social Reciprocity During Reading From Electronic Tablets vs Print Books
Munzer, T. G., Miller, A. L., Weeks, H. M., Kaciroti, N., & Radesky, J. S. (2019) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/jamapediatrics.2019.3480 · Cited by 35 · see citing works
Toddlers Using Tablets: They Engage, Play, and Learn
Courage, M. L., Frizzell, L. M., Walsh, C. S., & Smith, M. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.564479 · Cited by 36 · see citing works
Ethical considerations in child-robot interactions
Langer, A., Marshall, P. J., & Levy‐Tzedek, S. (2023) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2023.105230 · Cited by 33 · see citing works
The Impact of Digital Devices on Children’s Health: A Systematic Literature Review
Presta, V., Guarnieri, A., Laurenti, F., Mazzei, S., Arcari, M. L., Mirandola, P., Vitale, M., Chia, M., Condello, G., & Gobbi, G. (2024) · Journal of Functional Morphology and Kinesiology · doi:10.3390/jfmk9040236 · Cited by 48 · see citing works
Dadson, P., Brown, T., & Stagnitti, K. E. (2020) · Australian Occupational Therapy Journal · doi:10.1111/1440-1630.12650 · Cited by 32 · see citing works
Ochoa, W., & Reich, S. M. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.570712 · Cited by 32 · see citing works
Artigas, M. S., Sánchez‐Mora, C., Rovira, P., Vilar‐Ribó, L., Ramos‐Quiroga, J. A., & Marta Ribasés, A. (2022) · International Journal of Epidemiology · doi:10.1093/ije/dyac128 · Cited by 31 · see citing works
Screen time and speech and language delay in children aged 12–48 months in UAE: a case–control study
Hosani, S. S. A., Darwish, E., Ayanikalath, S., AlMazroei, R. S., AlMaashari, R. S., & Wedyan, A. T. (2023) · Middle East Current Psychiatry · doi:10.1186/s43045-023-00318-0 · Cited by 43 · see citing works
Media screen time use and mental health in school aged children during the pandemic
Hmidan, A., Séguin, D., & Duerden, E. G. (2023) · BMC Psychology · doi:10.1186/s40359-023-01240-0 · Cited by 38 · see citing works
Kantian Ethics and the Attention Economy
Aylsworth, T., & Castro, C. (2024) · Springer eBooks · doi:10.1007/978-3-031-45638-1 · Cited by 30 · see citing works
Venâncio, S. I., Teixeira, J. A., de Bortoli, M. C., & Bernal, R. T. I. (2021) · The Lancet Regional Health - Americas · doi:10.1016/j.lana.2021.100139 · Cited by 37 · see citing works
Is adolescent internet use a risk factor for the development of depression symptoms or vice-versa?
Fitzpatrick, C., Lemieux, A., Smith, J., West, G. L., Bohbot, V. D., & Asbridge, M. (2023) · Psychological Medicine · doi:10.1017/s0033291723000284 · Cited by 30 · see citing works
Sticca, F., Brauchli, V., & Lannen, P. (2025) · Frontiers in Developmental Psychology · doi:10.3389/fdpys.2024.1439040 · Cited by 42 · see citing works
- Authors
- Madigan, S., Browne, D., Racine, N., Mori, C., & Tough, S.
- Affiliations
- University of Calgary (CA)
- University of Waterloo (CA)
- Alberta Children's Hospital Research Institute (CA)
- Corresponding author
- Madigan, Sheri
- Venue
- JAMA Pediatrics
- Publisher
- American Medical Association (AMA)
- Published
- 2019-03-01
- Volume
- 173
- Issue
- 3
- Pages
- 244
- ISSN
- 1072-4710 (ISSN-L)
- 2168-6203
- PMC
- PMC6439882
- OpenAlex
- W2911956244
- Cited by
- 734
- References
- 55
- Citations by year
- 2026: 130 · 2025: 99 · 2024: 116 · 2023: 134 · 2022: 84 · 2021: 84 · 2020: 53 · 2019: 33 · 2014: 1
- FWCI
- 171.46
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Archives of Pediatrics and Adolescent Medicine (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Alberta Children's Hospital Foundation
- Topics
- Social Sciences › Education › Child Development and Digital Technology
- Social Sciences › Psychology › Clinical Psychology › Child and Adolescent Psychosocial and Emotional Development
- Health Sciences › Medicine › Physiology › Physical Activity and Health
- Keywords
- screen time, child development, developmental screening, Ages and Stages Questionnaire, toddlers, preschool children, developmental delay, maternal report
- MeSH terms
- Screen Time, Child Behavior, Child Development, Child, Preschool, Follow-Up Studies, Humans, Infant, Parent-Child Relations, Prospective Studies, Surveys and Questionnaires, Parenting, Sedentary Behavior
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