The growth of problematic media use over early childhood: Associations with long-term social and emotional outcomes
Open accessAbstract
Problematic media use (PMU) tends to be related to significant social, emotional, and behavioral problems throughout life. Little research, however, has examined the development of PMU during early childhood, where media habits begin to form. The current longitudinal study examines the growth of PMU across early childhood (between 2.5 and 5.5 years of age) with a focus on predictors and outcomes (social, emotional, and parenting) of the intercept and slope of PMU over time. Participants (N = 269 children and their parents; 4.9% Asian American, 8.2% Black, 21% Hispanic or Latino, 63% White, 7% Mixed or Other race) completed questionnaires assessing PMU, media parenting, parental warmth and connection, and child social and emotional problems. Results indicated slight overall increases in PMU from ages 2.5 to 5.5. Emotional reactivity, aggression, and overall TV time predicted initial levels of PMU. Additionally, initial levels of PMU were related to social and emotional problems four years later. An increasing trajectory of PMU was associated with later aggression in childhood, even when controlling for initial levels of aggression. Implications for parents and prevention efforts aimed at reducing PMU are discussed.
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Persuasive digital media that encourage prolonged use and capture attention make disengagement difficult.
“When digital media are designed to be persuasive, encourage prolonged use, and capture users’ attention, disengagement can be difficult.14,61,62”
From Digital Ecosystems, Children, and Adolescents: Technical Report (2026) · cites this paper as [62]
The Abstract (page not provided) describes problematic media use in young children as including difficulty transitioning away from media and fixating on screens. It does not say that persuasive design, prolonged-use features, or attention-capturing design causes that difficulty. (LLM, conf=0.82)
Experimental — accuracy not yet measuredDuring early childhood, emotional reactivity, aggression, and overall duration of time spent on TV predict more problematic internet use symptoms.
“During early childhood, emotional reactivity, aggression, and overall duration of time spent on TV predict more problematic internet use symptoms.62”
From Digital Ecosystems, Children, and Adolescents: Technical Report (2026) · cites this paper as [62]
The Results (Main Analyses; page not available) report that emotional reactivity, aggression, and TV viewing time predicted higher initial levels of problematic media use. The Measures section defines the outcome across types of screen media, not specifically internet use; the Results also found no significant predictors of its growth over time. (LLM, conf=0.90)
Experimental — accuracy not yet measuredIn early childhood, symptoms of problematic internet use predict social and emotional problems four years later.
“In early childhood, symptoms of problematic internet use predict social and emotional problems 4 years later.62”
From Digital Ecosystems, Children, and Adolescents: Technical Report (2026) · cites this paper as [62]
The Discussion (page unavailable) says initial levels of problematic media use were related to social and emotional problems four years later. But the Methods > Measures section defines the exposure as use of various types of screen media, not specifically internet use; that narrower part of the claim is unsupported. (LLM, conf=0.88)
Experimental — accuracy not yet measured
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Cites
Anderson, C. A., Shibuya, A., Ihori, N., Swing, E. L., Bushman, B. J., Sakamoto, A., Rothstein, H. R., & Saleem, M. (2010) · Psychological Bulletin · doi:10.1037/a0018251 · Cited by 2,048 · see citing works
Screen time and sleep among school-aged children and adolescents: a systematic literature review
Hale, L., & Guan, S. (2015) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2014.07.007 · Cited by 1,468 · see citing works
Pathological Video Game Use Among Youths: A Two-Year Longitudinal Study
Gentile, D. A., Choo, H., Liau, A., Sim, T., Li, D., Fung, D., & Khoo, A. (2011) · Pediatrics · doi:10.1542/peds.2010-1353 · Cited by 1,314 · see citing works
Bronfenbrenner, U., & Evans, G. W. (2000) · Social Development · doi:10.1111/1467-9507.00114 · Cited by 1,302 · see citing works
The common sense census: media use by tweens and teens
Rideout, V. (2015) · Cited by 901 · see citing works
Young children's screen time: The complex role of parent and child factors
Lauricella, A. R., Wartella, E. A., & Rideout, V. J. (2015) · Journal of Applied Developmental Psychology · doi:10.1016/j.appdev.2014.12.001 · Cited by 743 · see citing works
Chen, B., Liu, F., Ding, S., Ying, X., Wang, L., & Wen, Y. (2017) · BMC Psychiatry · doi:10.1186/s12888-017-1503-z · Cited by 572 · see citing works
Long, J., Liu, T.-Q., Liao, Y.-H., Qi, C., He, H.-Y., Chen, S.-B., & Billieux, J. (2016) · BMC Psychiatry · doi:10.1186/s12888-016-1083-3 · Cited by 384 · see citing works
Coplan, R. J., Rubin, K. H., Fox, N. A., Calkins, S. D., & Stewart, S. L. (1994) · Child Development · doi:10.1111/j.1467-8624.1994.tb00739.x · Cited by 341 · see citing works
Collier, K. M., Coyne, S. M., Rasmussen, E. E., Hawkins, A. J., Padilla-Walker, L. M., Erickson, S. E., & Memmott-Elison, M. K. (2016) · Developmental Psychology · doi:10.1037/dev0000108 · Cited by 339 · see citing works
Self-citationEmotion Regulation in Two-Year-Olds: Strategies and Emotional Expression in Four Contexts
Grolnick, W. S., Bridges, L. J., & Connell, J. P. (1996) · Child Development · doi:10.1111/j.1467-8624.1996.tb01774.x · Cited by 324 · see citing works
Sterba, S. K., Prinstein, M. J., & Cox, M. J. (2007) · Development and Psychopathology · doi:10.1017/s0954579407070174 · Cited by 316 · see citing works
Valkenburg, P. M., Piotrowski, J. T., Hermanns, J. M. A., & de Leeuw, R. N. H. (2013) · Human Communication Research · doi:10.1111/hcre.12010 · Cited by 314 · see citing works
Zhao, N., & Zhou, G. (2020) · Applied Psychology: Health and Well-Being · doi:10.1111/aphw.12226 · Cited by 289 · see citing works
Wartberg, L., Kriston, L., & Thomasius, R. (2019) · Computers in Human Behavior · doi:10.1016/j.chb.2019.09.014 · Cited by 277 · see citing works
Domoff, S. E., Harrison, K., Gearhardt, A. N., Gentile, D. A., Lumeng, J. C., & Miller, A. L. (2019) · Psychology of Popular Media Culture · doi:10.1037/ppm0000163 · Cited by 264 · see citing works
Self-citationUse of Mobile Technology to Calm Upset Children
Radesky, J. S., Peacock‐Chambers, E., ZUCKERMAN, B. S., & Silverstein, M. (2016) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/jamapediatrics.2015.4260 · Cited by 260 · see citing works
Stockdale, L., Coyne, S. M., & Padilla‐Walker, L. M. (2018) · Computers in Human Behavior · doi:10.1016/j.chb.2018.06.034 · Cited by 249 · see citing works
Self-citationHussain, Z., Griffiths, M. D., & Sheffield, D. (2017) · Journal of Behavioral Addictions · doi:10.1556/2006.6.2017.052 · Cited by 244 · see citing works
Protective Effects of Parental Monitoring of Children’s Media Use
Gentile, D. A., Reimer, R. A., Nathanson, A. I., Walsh, D. A., & Eisenmann, J. C. (2014) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/jamapediatrics.2014.146 · Cited by 230 · see citing works
McDaniel, B. T., & Coyne, S. M. (2016) · The Social Science Journal · doi:10.1016/j.soscij.2016.04.010 · Cited by 225 · see citing works
Self-citationInteractional theory of childhood problematic media use
Domoff, S. E., Borgen, A. L., & Radesky, J. S. (2020) · Human Behavior and Emerging Technologies · doi:10.1002/hbe2.217 · Cited by 220 · see citing works
Self-citationBonnaire, C., & Phan, O. (2017) · Psychiatry Research · doi:10.1016/j.psychres.2017.05.030 · Cited by 218 · see citing works
Coyne, S. M., Radesky, J., Collier, K. M., Gentile, D. A., Linder, J. R., Nathanson, A. I., Rasmussen, E. E., Reich, S. M., & Rogers, J. (2017) · Pediatrics · doi:10.1542/peds.2016-1758n · Cited by 206 · see citing works
Self-citationCoplan, R. J., Rubin, K. H., Fox, N. A., Calkins, S. D., & Stewart, S. L. (1994) · Child Development · doi:10.2307/1131370 · Cited by 206 · see citing works
Hinkley, T., Brown, H. L., Carson, V., & Teychenne, M. J. (2018) · PLoS ONE · doi:10.1371/journal.pone.0193700 · Cited by 205 · see citing works
Emotion Regulation in Two-Year-Olds: Strategies and Emotional Expression in Four Contexts
Grolnick, W. S., Bridges, L. J., & Connell, J. P. (1996) · Child Development · doi:10.2307/1131871 · Cited by 195 · see citing works
Prevalence and patterns of psychiatric disorders in referred adolescents with Internet addiction
Bozkurt, H., Coşkun, M., Ayaydın, H., Adak, İ., & Zoroğlu, S. S. (2013) · Psychiatry and Clinical Neurosciences · doi:10.1111/pcn.12065 · Cited by 161 · see citing works
Coyne, S. M., Shawcroft, J., Gale, M., Gentile, D. A., Etherington, J. T., Holmgren, H., & Stockdale, L. (2021) · Computers in Human Behavior · doi:10.1016/j.chb.2021.106762 · Cited by 139 · see citing works
Self-citationChng, G. S., Li, D., Liau, A. K., & Khoo, A. (2014) · Cyberpsychology Behavior and Social Networking · doi:10.1089/cyber.2014.0368 · Cited by 132 · see citing works
Hefner, D., Knop, K., Schmitt, S., & Vorderer, P. (2018) · Media Psychology · doi:10.1080/15213269.2018.1433544 · Cited by 122 · see citing works
Internet Addiction Phenomenon in Early Adolescents in Hong Kong
Shek, D. T. L., & Yu, L. (2012) · The Scientific World JOURNAL · doi:10.1100/2012/104304 · Cited by 120 · see citing works
Television exposure as a risk factor for aggressive behavior among 3-year-old children.
Manganello, J., & Taylor, C. A. (2009) · Archives of Pediatrics & Adolescent Medicine · doi:10.1001/archpediatrics.2009.193 · Cited by 101 · see citing works
Problematic Media Use among Children up to the Age of 10: A Systematic Literature Review
Rega, V., Gioia, F., & Boursier, V. (2023) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20105854 · Cited by 98 · see citing works
Nikken, P. (2018) · Journal of Child and Family Studies · doi:10.1007/s10826-018-1281-3 · Cited by 95 · see citing works
Merz, E. C., Landry, S. H., Montroy, J. J., & Williams, J. M. (2016) · Social Development · doi:10.1111/sode.12204 · Cited by 93 · see citing works
Coyne, S. M., Stockdale, L., Warburton, W., Gentile, D. A., Yang, C., & Merrill, B. M. (2020) · Developmental Psychology · doi:10.1037/dev0000939 · Cited by 82 · see citing works
Self-citationJeong, H., Yim, H. W., Lee, S., Lee, H. K., Potenza, M. N., Jo, S., & Son, H. J. (2019) · Journal of Behavioral Addictions · doi:10.1556/2006.8.2019.74 · Cited by 78 · see citing works
Hoglund, W. L. G., Lalonde, C. E., & Leadbeater, B. J. R. (2008) · Social Development · doi:10.1111/j.1467-9507.2007.00449.x · Cited by 77 · see citing works
Early Childhood and Digital Media
Barr, R., Kirkorian, H. L., Coyne, S. M., & Radesky, J. S. (2024) · Cambridge University Press eBooks · doi:10.1017/9781108885751 · Cited by 76 · see citing works
Self-citationPetegem, S. V., de Ferrerre, E., Soenens, B., van Rooij, A. J., & LOOY, J. V. (2019) · Journal of Child and Family Studies · doi:10.1007/s10826-019-01368-x · Cited by 65 · see citing works
Nelson, L. J., Coyne, S. M., Howard, E., & Clifford, B. N. (2016) · Developmental Psychology · doi:10.1037/dev0000128 · Cited by 62 · see citing works
Self-citationSocial contingency detection and infant development
Rochat, P. (2001) · Bulletin of the Menninger Clinic · doi:10.1521/bumc.65.3.347.19847 · Cited by 61 · see citing works
Validity and reability of the CBCL/6-18. Includes DSM scales.
Albores‐Gallo, L., Lara-Muñoz, C., Esperón-Vargas, C., Zetina, J. A. C., Soriano, A. M. P., & Colin, G. V. (2007) · PubMed · Cited by 56 · see citing works
Takahashi, M., Adachi, M., Nishimura, T., Hirota, T., Yasuda, S., Kuribayashi, M., & Nakamura, K. (2018) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-018-1605-z · Cited by 50 · see citing works
Hackworth, N. J., Berthelsen, D. C., Matthews, J. M., Westrupp, E. M., Cann, W. G., Ukoumunne, O. C., Bennetts, S. K., Phan, T., Scicluna, A., Trajanovska, M., et al. (2017) · Prevention Science · doi:10.1007/s11121-017-0753-9 · Cited by 46 · see citing works
Swit, C. S., Coyne, S. M., Shawcroft, J. E., Gath, M. E., Barr, R., Holmgren, H. G., & Stockdale, L. (2023) · Journal of Children and Media · doi:10.1080/17482798.2023.2230321 · Cited by 40 · see citing works
Self-citationAng, R. P.-H., Rescorla, L. A., Achenbach, T. M., Ooi, Y. P., Fung, D. S. S., & Woo, B. S. C. (2011) · Child Psychiatry & Human Development · doi:10.1007/s10578-011-0253-2 · Cited by 39 · see citing works
Emotion Regulation in Children and Adolescents: concepts, processes and influences
Sabatier, C., Restrepo, D., Torres, M. M., Ríos, O. L. H. D. L., & Sañudo, J. E. P. (2017) · Memorias · Cited by 39 · see citing works
A Yoga Intervention for Young Children: Self-Regulation and Emotion Regulation
Rashedi, R. N., Rowe, S. E., Thompson, R. A., Solari, E. J., & Schonert-Reichl, K. A. (2021) · Journal of Child and Family Studies · doi:10.1007/s10826-021-01992-6 · Cited by 37 · see citing works
Holmgren, H. G., Stockdale, L., Gale, M., & Coyne, S. M. (2022) · Computers in Human Behavior · doi:10.1016/j.chb.2022.107293 · Cited by 36 · see citing works
Self-citationBarr, R., Morin, M., Brito, N. H., Richeda, B., Rodriguez, J., & Shauffer, C. B. (2013) · Psychological Services · doi:10.1037/a0034877 · Cited by 35 · see citing works
Self-citationIntraindividual differences in executive functions during childhood: The role of emotions
Pnevmatikos, D., & Trikkaliotis, I. (2013) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2013.01.010 · Cited by 31 · see citing works
Lee, S. B., Lee, K. K., Paik, K. C., et al. (2001) · Cited by 31 · see citing works
An Analysis of Computer Game Addiction in Primary School Children and Its Affecting Factors
Muslu, G. K., & Aygün, Ö. (2020) · Journal of Addictions Nursing · doi:10.1097/jan.0000000000000322 · Cited by 28 · see citing works
Sleep problems, sleep duration, and use of digital devices among primary school students in Japan
Sakamoto, N., Kabaya, K., & Nakayama, M. (2022) · BMC Public Health · doi:10.1186/s12889-022-13389-1 · Cited by 28 · see citing works
Coyne, S. M., Reschke, P. J., Stockdale, L., Gale, M., Shawcroft, J. E., Gentile, D. A., Brown, M. A., Ashby, S., Siufanua, M., & Ober, M. (2023) · Emotion · doi:10.1037/emo0001222 · Cited by 23 · see citing works
Self-citationAbdullah, N. N., Mohamed, S. B., Bakar, K. A., & Satari, N. (2022) · Children · doi:10.3390/children9020228 · Cited by 22 · see citing works
Coyne, S. M., Rogers, A. A., Shawcroft, J. E., Reschke, P. J., Barr, R., Davis, E. J., Holmgren, H. G., & Domoff, S. E. (2022) · Computers in Human Behavior · doi:10.1016/j.chb.2022.107360 · Cited by 22 · see citing works
Self-citationHolmgren, H. G., Stockdale, L., Shawcroft, J. E., Coyne, S. M., & Fraser, A. M. (2023) · Journal of Children and Media · doi:10.1080/17482798.2023.2195194 · Cited by 18 · see citing works
Self-citationCoyne, S. M., Holmgren, H. G., Shawcroft, J. E., Barr, R., Davis, E., Ashby, S., Stockdale, L., & Domoff, S. (2022) · Technology, Mind, and Behavior · doi:10.1037/tmb0000093 · Cited by 17 · see citing works
Self-citationShawcroft, J. E., Blake, H., Gonzalez, A., & Coyne, S. M. (2023) · Technology Mind and Behavior · doi:10.1037/tmb0000104 · Cited by 16 · see citing works
Self-citationKiel, E. J., Price, N. N., & Premo, J. E. (2019) · Emotion · doi:10.1037/emo0000600 · Cited by 14 · see citing works
Ramasubramanian, S. (2017) · Journal of Children and Media · doi:10.1080/17482798.2017.1375216 · Cited by 12 · see citing works
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Research works printed but not linked: 1
- Burnell K, George MJ, & Underwood MK (2021). New media and solitude: Implications for peer relations. In Coplan RJ, Bowker JC, & Nelson LJ (Eds.), A handbook of solitude: Psychological perspectives on social isolation, social withdrawal, and being alone (pp. 254– 267). Wiley-Blackwell.
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Digital Ecosystems, Children, and Adolescents: Technical Report
Munzer, T., Milkovich, L. M., Madigan, S., Tomopoulos, S., Parga-Belinkie, J., Ajumobi, T., Cross, C., Gerwin, R., Council on Communications and Media, Radesky, J., et al. (2026) · Pediatrics · doi:10.1542/peds.2025-075321 · Cited by 14 · see citing works
- Authors
- Coyne, S. M., Shawcroft, J., Holmgren, H., Christensen-Duerden, C., Ashby, S., Rogers, A., Reschke, P. J., Barr, R., Domoff, S., Van Alfen, M., Meldrum, M., & Porter, C. L.
- Affiliations
- Brigham Young University (US)
- University of California, Davis (US)
- Georgetown University (US)
- Central Michigan University (US)
- Corresponding author
- Coyne, Sarah M.
- ORCID
- Venue
- Computers in Human Behavior
- Publisher
- Elsevier BV
- Published
- 2024-10
- Volume
- 159
- Pages
- 108350
- ISSN
- 0747-5632 (ISSN-L)
- PMC
- PMC11258855
- OpenAlex
- W4399679157
- Cited by
- 32
- References
- 64
- Citations by year
- 2026: 18 · 2025: 14
- FWCI
- 40.00
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- www.elsevier.com/tdm/userlicense/1.0/ (tdm)
- www.elsevier.com/legal/tdmrep-license (tdm)
- www.elsevier.com/open-access/userlicense/1.0/ (am, 271 d)
- doi.org/10.15223/policy-017 (stm-asf)
- doi.org/10.15223/policy-037 (stm-asf)
- doi.org/10.15223/policy-012 (stm-asf)
- doi.org/10.15223/policy-029 (stm-asf)
- doi.org/10.15223/policy-004 (stm-asf)
- Locations
- Computers in Human Behavior (acceptedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- Funders
- National Institutes of Health (R15HD101969, P01HD109907)
- Topics
- Social Sciences › Education › Child Development and Digital Technology
- Social Sciences › Psychology › Clinical Psychology › Child and Adolescent Psychosocial and Emotional Development
- Social Sciences › Sociology and Political Science › Impact of Technology on Adolescents
- Keywords
- problematic media use, early childhood, child social problems, child emotional problems, aggression, emotional reactivity, television viewing time, developmental trajectories
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