Interactional theory of childhood problematic media use
Open accessAbstract
The growth of mobile device access and ownership has yielded many opportunities and challenges for raising healthy digital media consumers. As adoption of mobile and internet-connected devices has increased among children, concerns for healthy child development have been expressed regarding excessive or problematic use. Although much theoretical and empirical work has been conducted evaluating adolescents' and adults' risks for dependence on various screen media (e.g., Gaming Disorder, Internet Addiction), little theoretical consideration has been expounded regarding the etiology and maintenance of problematic media use earlier in childhood (i.e., under age 12 years). The purpose of this paper is to propose a theoretical framework through which to investigate problematic media use in early childhood. Our theory, the Interactional Theory of Childhood Problematic Media Use (IT-CPU) merges developmental and clinical psychology theories, with communication and human-computer interaction perspectives. We outline distal and proximal factors that we hypothesize contribute to the development of problematic media use in childhood, and emphasize maintaining factors that could be targets for intervention. Finally, we provide recommendations for an interdisciplinary research agenda to test our proposed theory and inform experimental trials to prevent and treat childhood problematic media use.
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When children and families engage with digital media that provide privacy, safety, and meaningful experiences, families can set better boundaries and children can exercise imagination, play, and social skills.
“when children and families view or engage with digital media that provide privacy, safety, and meaningful experiences,12,13 families can set better boundaries around digital use and children can exercise their imagination, play, and social skills.14,15”
From Digital Ecosystems, Children, and Adolescents: Technical Report (2026) · cites this paper as [14]
The Proximal factors section says parental limit-setting and guidance can buffer against problematic media use, and Current digital media use in early-middle childhood acknowledges positive outcomes from prosocial, age-appropriate media. Neither passage says that media offering privacy, safety, and meaningful experiences helps families set boundaries or children exercise imagination, play, and social skills. Page numbers are unavailable in our copy. (LLM, conf=0.84)
Experimental — accuracy not yet measuredProblematic internet use goes beyond the amount of time spent using digital media and also includes the quality of use and its impact on life functioning.
“Overall, problematic internet use goes beyond the amount of time that is spent using digital media and also includes the quality of digital media use and impact on life functioning.14,323”
From Digital Ecosystems, Children, and Adolescents: Technical Report (2026) · cites this paper as [14]
The ‘Problematic Media Use in Early-Middle Childhood’ section says screen-time hours alone should not determine problematic use and defines it by interference with a child’s functioning. The ‘Current Digital Media Use’ section also distinguishes benign, age-appropriate use from inappropriate use. The cited paper, however, addresses children’s screen-media use, not problematic internet use generally, so the citing sentence extends its scope. (LLM, conf=0.82)
Experimental — accuracy not yet measuredPersuasive 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 [14]
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Cites
Diagnostic and Statistical Manual of Mental Disorders
American Psychiatric Association (2013) · doi:10.1176/appi.books.9780890425596 · Cited by 116,369 · 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
Kytle, J., & Bandura, A. (1978) · Contemporary Sociology · doi:10.2307/2065952 · Cited by 25,422 · see citing works
The ecology of human development : experiments by nature and design
Bronfenbrenner, U. (1979) · Cited by 12,580 · see citing works
Nature-nurture reconceptualized in developmental perspective: A bioecological model.
Bronfenbrenner, U., & Ceci, S. J. (1994) · Psychological Review · doi:10.1037/0033-295x.101.4.568 · Cited by 2,973 · see citing works
A behavior model for persuasive design
Fogg, B. (2009) · Proceedings of the 4th International Conference on Persuasive Technology · doi:10.1145/1541948.1541999 · Cited by 2,328 · see citing works
Brand, M., Young, K. S., Laier, C., Wölfling, K., & Potenza, M. N. (2016) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2016.08.033 · Cited by 2,153 · cited 1× · see citing works
“Although much theoretical and empirical work has been conducted evaluating adolescents’ and adults’ risks for dependence on various screen media (e.g., Gaming Disorder, Internet Addiction; Brand et al., 2016; Dong & Potenza, 2014; Young & Brand, 2017), little theoretical consideration has been expounded regarding the…”
BackgroundConsumer Socialization of Children: A Retrospective Look At Twenty‐Five Years of Research
John, D. R. (1999) · Journal of Consumer Research · doi:10.1086/209559 · Cited by 1,959 · 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
Developmental ecology through space and time: A future perspective.
Bronfenbrenner, U. (2004) · American Psychological Association eBooks · doi:10.1037/10176-018 · Cited by 1,349 · see citing works
Bronfenbrenner, U., & Evans, G. W. (2000) · Social Development · doi:10.1111/1467-9507.00114 · Cited by 1,302 · see citing works
Exposure and use of mobile media devices by young children
Kabali, H. K., Irigoyen, M. M., Nunez-Davis, R., Budacki, J. G., Mohanty, S. H., Leister, K. P., & Bonner, R. L. (2015) · Pediatrics · doi:10.1542/peds.2015-2151 · Cited by 1,053 · see citing works
Modeling habitual and addictive smartphone behavior
van Deursen, A. J. A. M., Bolle, C. L., Hegner, S. M., & Kommers, P. A. M. (2015) · Computers in Human Behavior · doi:10.1016/j.chb.2014.12.039 · Cited by 1,031 · see citing works
The common sense census: media use by tweens and teens
Rideout, V. (2015) · Cited by 901 · see citing works
LaRose, R., & Eastin, M. S. (2004) · Journal of Broadcasting & Electronic Media · doi:10.1207/s15506878jobem4803_2 · Cited by 890 · see citing works
The Dark (Patterns) Side of UX Design
Gray, C. M., Kou, Y., Battles, B., Hoggatt, J., & Toombs, A. L. (2018) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3173574.3174108 · Cited by 871 · see citing works
Unregulated internet usage: addiction, habit, or deficient self-regulation?
LaRose, R., Lin, C. A., & Eastin, M. S. (2003) · Media Psychology · doi:10.1207/s1532785xmep0503_01 · Cited by 868 · see citing works
Self-efficacy pathways to childhood depression.
Bandura, A., Pastorelli, C., Barbaranelli, C., & Caprara, G. V. (1999) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.76.2.258 · Cited by 856 · see citing works
Self-efficacy pathways to childhood depression
Bandura, A., Pastorelli, C., Barbaranelli, C., & Caprara, G. V. (1999) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.76.2.258 · Cited by 856 · 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
Dong, G., & Potenza, M. N. (2014) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2014.07.005 · Cited by 559 · see citing works
Patterns of mobile device use by caregivers and children during meals in fast food restaurants
Radesky, J. S., Kistin, C. J., Zuckerman, B., Nitzberg, K., Gross, J., Kaplan-Sanoff, M., Augustyn, M., & Silverstein, M. (2014) · Pediatrics · doi:10.1542/peds.2013-3703 · Cited by 468 · see citing works
Self-citationGökçearslan, Ş., Mumcu, F. K., Haşlaman, T., & Çevik, Y. D. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2016.05.091 · Cited by 424 · see citing works
Family factors in adolescent problematic Internet gaming: a systematic review
Schneider, L. A., King, D. L., & Delfabbro, P. H. (2017) · Journal of Behavioral Addictions · doi:10.1556/2006.6.2017.035 · Cited by 382 · see citing works
Compulsive Internet Use Among Adolescents: Bidirectional Parent–Child Relationships
van den Eijnden, R. J. J. M., Spijkerman, R., Vermulst, A. A., van Rooij, T. J., & Engels, R. C. M. E. (2009) · Research on Child and Adolescent Psychopathology · doi:10.1007/s10802-009-9347-8 · Cited by 338 · 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
Self-citationEscaping or connecting? Characteristics of youth who form close online relationships
Wolak, J., Mitchell, K. J., & David Finkelhor, B. (2003) · Journal of Adolescence · doi:10.1016/s0140-1971(02)00114-8 · Cited by 329 · see citing works
Khang, H., Kim, J. K., & Kim, Y. (2013) · Computers in Human Behavior · doi:10.1016/j.chb.2013.05.027 · Cited by 326 · see citing works
Fischer-Grote, L., Kothgassner, O. D., & Felnhofer, A. (2019) · Neuropsychiatrie · doi:10.1007/s40211-019-00319-8 · Cited by 283 · see citing works
Young Children’s Use of Smartphones and Tablets
Radesky, J. S., Weeks, H. M., Ball, R., Schaller, A., Yeo, S., Durnez, J., Tamayo-Rios, M., Epstein, M., Kirkorian, H., Coyne, S., et al. (2020) · Pediatrics · doi:10.1542/peds.2019-3518 · Cited by 282 · see citing works
Self-citationMcDaniel, B. T., & Radesky, J. S. (2018) · Pediatric Research · doi:10.1038/s41390-018-0052-6 · Cited by 268 · see citing works
Self-citationDomoff, 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-citationThe Case Formulation Approach to Cognitive-Behavior Therapy
Persons, J. B. (2008) · Cited by 262 · see citing works
Use 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
Self-citationRadesky, J. S., Kistin, C., Eisenberg, S., Gross, J., Block, G., Zuckerman, B., & Silverstein, M. (2016) · Journal of Developmental & Behavioral Pediatrics · doi:10.1097/dbp.0000000000000357 · Cited by 246 · see citing works
Self-citationAdolescents and loot boxes: links with problem gambling and motivations for purchase
Zendle, D. I., Meyer, R., & Over, H. (2019) · Royal Society Open Science · doi:10.1098/rsos.190049 · Cited by 225 · see citing works
Desjarlais, M., & Willoughby, T. (2010) · Computers in Human Behavior · doi:10.1016/j.chb.2010.02.004 · Cited by 218 · see citing works
Friends, fun, frustration and fantasy: Child motivations for video game play
Ferguson, C. J., & Olson, C. K. (2012) · Motivation and Emotion · doi:10.1007/s11031-012-9284-7 · Cited by 216 · see citing works
Tudge, J. R. H., Payir, A., Merçon‐Vargas, E. A., Cao, H., Liang, Y., Li, J., & O’Brien, L. (2016) · Journal of Family Theory & Review · doi:10.1111/jftr.12165 · Cited by 208 · see citing works
Children's use of mobile devices, smartphone addiction and parental mediation in Taiwan
Chang, F.-C., Chiu, C.-H., Chen, P.-H., Chiang, J.-T., Miao, N.-F., Chuang, H.-Y., & Liu, S. (2019) · Computers in Human Behavior · doi:10.1016/j.chb.2018.11.048 · Cited by 183 · see citing works
Social self-efficacy, academic locus of control, and internet addiction
İskender, M., & Ahmet Cumhur, A. K. I. N. (2009) · Computers & Education · doi:10.1016/j.compedu.2009.10.014 · Cited by 178 · 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
Self-citationCaprara, G. V., Barbaranelli, C., Pastorelli, C., & Cervone, D. (2003) · Personality and Individual Differences · doi:10.1016/j.paid.2003.11.003 · Cited by 160 · see citing works
Digital media: Promoting healthy screen use in school-aged children and adolescents
Canadian Paediatric Society, D. H. T. F. (2019) · Paediatrics & Child Health · doi:10.1093/pch/pxz095 · Cited by 155 · see citing works
The Conceptual Model on Smart Phone Addiction among Early Childhood
Park, C. H., & Park, Y. R. (2014) · International Journal of Social Science and Humanity · doi:10.7763/ijssh.2014.v4.336 · Cited by 154 · see citing works
Individual Differences in Children's Materialism: The Role of Peer Relations
Banerjee, R. A., & Dittmar, H. (2007) · Personality and Social Psychology Bulletin · doi:10.1177/0146167207309196 · Cited by 152 · see citing works
A Naturalistic Study of Child and Family Screen Media and Mobile Device Use
Domoff, S. E., Radesky, J. S., Harrison, K., Riley, H. O., Lumeng, J. C., & Miller, A. L. (2018) · Journal of Child and Family Studies · doi:10.1007/s10826-018-1275-1 · Cited by 152 · see citing works
Self-citationHiniker, A., Suh, H., Cao, S., & Kientz, J. A. (2016) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/2858036.2858278 · Cited by 146 · see citing works
Decker, E. D., Craemer, M. D., Bourdeaudhuij, I. D., Wijndaele, K., Duvinage, K., Koletzko, B. V., Grammatikaki, E., Iotova, V., Usheva, N., Fernández-Alvira, J. M., et al. (2012) · Obesity Reviews · doi:10.1111/j.1467-789x.2011.00961.x · Cited by 137 · see citing works
Excessive use of mobile devices and children's physical health
Domoff, S. E., Borgen, A. L., Foley, R. P., & Maffett, A. J. (2019) · Human Behavior and Emerging Technologies · doi:10.1002/hbe2.145 · Cited by 137 · see citing works
Self-citationNielsen, P., Favez, N., Liddle, H. A., & Rigter, H. (2019) · Journal of Behavioral Addictions · doi:10.1556/2006.8.2019.61 · Cited by 133 · see citing works
Child Social Development in Context
Ashiabi, G. S., & O’Neal, K. K. (2015) · SAGE Open · doi:10.1177/2158244015590840 · Cited by 122 · 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
Early childhood media exposure and self-regulation: Bidirectional longitudinal associations
Cliff, D. P., Howard, S. J., Radesky, J. S., McNeill, J., & Vella, S. A. (2018) · Academic Pediatrics · doi:10.1016/j.acap.2018.04.012 · Cited by 116 · see citing works
Self-citationYOUNG, K. S., & Brand, M. (2017) · Frontiers in Psychology · doi:10.3389/fpsyg.2017.01853 · Cited by 112 · see citing works
Screen-Viewing Behaviors Among Preschoolers
He, M., Irwin, J. D., Bouck, L. M. S., Tucker, P., & Pollett, G. L. (2005) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2005.04.004 · Cited by 110 · see citing works
Advertising in Young Children’s Apps: A Content Analysis
Meyer, M., Adkins, V., Yuan, N., Weeks, H. M., Chang, Y.-J., & Radesky, J. (2019) · Journal of Developmental & Behavioral Pediatrics · doi:10.1097/dbp.0000000000000622 · Cited by 109 · see citing works
Self-citationHousehold chaos and screen media use among preschool-aged children: a cross-sectional study
Emond, J. A., Tantum, L. K., Gilbert‐Diamond, D., Kim, S. J., Lansigan, R. K., & Neelon, S. B. (2018) · BMC Public Health · doi:10.1186/s12889-018-6113-2 · Cited by 82 · see citing works
Hiniker, A., Lee, B., Kientz, J. A., & Radesky, J. S. (2018) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3173574.3174233 · Cited by 74 · see citing works
Self-citationEarly Childhood Risk Factors for Mealtime TV Exposure and Engagement in Low-Income Families
Domoff, S. E., Lumeng, J. C., Kaciroti, N., & Miller, A. L. (2016) · Academic Pediatrics · doi:10.1016/j.acap.2016.12.003 · Cited by 73 · see citing works
Self-citationLiu, R., Wang, J., Gu, D., Ding, Y., Oei, T. P. S., Hong, W., Zhen, R., & Li, Y.-M. (2019) · Psychology Research and Behavior Management · doi:10.2147/prbm.s224133 · Cited by 73 · see citing works
Blair, B. L., & Fletcher, A. C. (2010) · Journal of Adolescent Research · doi:10.1177/0743558410371127 · Cited by 69 · see citing works
Lane, R., & Radesky, J. S. (2019) · Journal of Developmental & Behavioral Pediatrics · doi:10.1097/dbp.0000000000000664 · Cited by 67 · see citing works
Self-citationAre Loot Boxes Addictive? Analyzing Participant’s Physiological Arousal While Opening a Loot Box
Brady, A., & Prentice, G. (2019) · Games and Culture · doi:10.1177/1555412019895359 · Cited by 64 · see citing works
The case formulation approach to cognitive-behavior therapy
Arnow, B. A. (2012) · Psychotherapy Research · doi:10.1080/10503307.2011.638678 · Cited by 59 · see citing works
Lam, L. T.-M., & Wong, E. M. Y. (2015) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2014.10.263 · Cited by 58 · see citing works
Meeus, A., Eggermont, S., & Beullens, K. (2018) · Human Communication Research · doi:10.1093/hcr/hqy015 · Cited by 57 · see citing works
Edwards, M. J., Jago, R., Sebire, S. J., Kesten, J. M., Pool, L., & Thompson, J. L. (2015) · BMJ Open · doi:10.1136/bmjopen-2014-006593 · Cited by 55 · see citing works
Preschoolers' Responses to Social Comparisons Involving Relative Failure
Rhodes, M., & Brickman, D. (2008) · Psychological Science · doi:10.1111/j.1467-9280.2008.02184.x · Cited by 54 · see citing works
Maternal Mental Representations of the Child and Mobile Phone Use During Parent-Child Mealtimes
Radesky, J. S., Leung, C. Y. Y., Appugliese, D. P., Miller, A. L., Lumeng, J. C., & Rosenblum, K. L. (2018) · Journal of Developmental & Behavioral Pediatrics · doi:10.1097/dbp.0000000000000556 · Cited by 41 · see citing works
Self-citationData Collection Practices of Mobile Applications Played by Preschool-Aged Children
Zhao, F., Egelman, S., Weeks, H. M., Kaciroti, N., Miller, A. L., & Radesky, J. S. (2020) · JAMA Pediatrics · doi:10.1001/jamapediatrics.2020.3345 · Cited by 41 · see citing works
Self-citationAbeele, M. V., Antheunis, M. L., & Schouten, A. P. (2013) · Telematics and Informatics · doi:10.1016/j.tele.2013.04.004 · Cited by 39 · see citing works
Underage Use of Social Network Sites: It's About Friends
Barbovschi, M., Macháčková, H., & Ólafsson, K. (2015) · Cyberpsychology Behavior and Social Networking · doi:10.1089/cyber.2014.0553 · Cited by 34 · see citing works
Navigating discourses in place in the world of Webkinz
Wohlwend, K. E., Zanden, S. V., Husbye, N. E., & Kuby, C. R. (2011) · Journal of Early Childhood Literacy · doi:10.1177/1468798411401862 · Cited by 30 · see citing works
Screen Time at Home and School among Low-Income Children Attending Head Start
Fletcher, E. N., Whitaker, R. C., Stoner, A. M., & Anderson, S. E. (2013) · Child Indicators Research · doi:10.1007/s12187-013-9212-8 · Cited by 24 · see citing works
Implicit versus Explicit Ways of Using Bronfenbrenner's Bioecological Theory
Tudge, J. R. H. (2016) · Human Development · doi:10.1159/000449453 · Cited by 14 · see citing works
LIFELONG INTERACTIONSDesigning online interactions
Druin, A. (2008) · interactions · doi:10.1145/1353782.1353792 · Cited by 9 · see citing works
Cell phone usage: an analysis of users' subjective responses in the adoption
Aoki, K., & Downes, E. J. (2003) · doi:10.1109/istas.2002.1013813 · Cited by 5 · see citing works
Flagged first, then by citations
1 of the 79 references couldn’t be matched to a known paper.
Research works printed but not linked: 7
- Bandura A (1999). Social cognitive theory of personality. In Pervin L & John O (Ed.), Handbook of personality (2nd ed., pp. 154– 196), New York: Guilford Publications. (Reprinted in D. Cervone & Y. Shoda [Eds.], The coherence of personality. New York: Guilford Press.).
- Bronfenbrenner U, & Morris PA (2006). The bioecological model of human development. In Damon W (Series Ed.) & Lerner RM (Vol Ed.), (Eds.) Handbook of child psychology: Vol. 1 theoretical models of human development (pp. 793– 828). New York, NY: John Riley & Sons.
- Common Sense Media (2018). Common Sense-and-SurveyMonkey-poll-parents on-YouTube-and-technology addiction. https://www.commonsensemedia.org/about-us/news/press-releases/commonsense-and-surveymonkey-poll-parents-on-youtube-and-technology
- Druin A (2008). Lifelong interactions designing online interactions: What kids want and what designers know. Interactions, 15(3), 42– 44.
- Hiniker A, Lee B, Kientz JA, Radesky J 2018. “ Let’s Play! Digital and Analog Play Between Preschoolers and Parents.” Proceedings of the 36th annual ACM conference on human factors in computing systems (CHI 18), 659: 1– 13.
- Meyer M, Schrier S, Weeks H, Radesky J. Exploring the Role of Digital Play in Child Development. Psychology Honors Thesis, University of Michigan 2020.
- World Health Organization. (2019). Guidelines on physical activity, sedentary behaviour and sleep for children under 5years of age, Geneva: World Health Organization. https://apps.who.int/iris/handle/10665/311664 31091057
Cited by
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Eales, L., Gillespie, S., Alstat, R. A., Ferguson, G. M., & Carlson, S. M. (2021) · Child Development · doi:10.1111/cdev.13652 · Cited by 132 · 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
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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-citationLi, S., Tang, Y., & Zheng, Y. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1065978 · Cited by 90 · 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
Garagiola, E. R., Lam, Q., Wachsmuth, L. S., Tan, T. Y., Ghali, S., Asafo, S. M., & Swarna, M. (2022) · Behavioral Sciences · doi:10.3390/bs12070220 · Cited by 71 · see citing works
Preventive Interventions for Internet Addiction in Young Children: Systematic Review
Theopilus, Y., Mahmud, A. A., Davis, H., & Octavia, J. R. (2024) · JMIR Mental Health · doi:10.2196/56896 · Cited by 74 · see citing works
Shutzman, B., & Gershy, N. (2022) · Computers in Human Behavior · doi:10.1016/j.chb.2022.107559 · Cited by 52 · see citing works
Chu, J., Ganson, K. T., Testa, A. M., Al-Shoaibi, A. A. A., Jackson, D. B., Rodgers, R. F., He, J., Baker, F. C., & Nagata, J. M. (2024) · Eating and Weight Disorders - Studies on Anorexia Bulimia and Obesity · doi:10.1007/s40519-024-01685-1 · Cited by 41 · see citing works
Li, H., Luo, W., & He, H. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph191912788 · 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
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Işıkoğlu, N., Erol, A., Atan, A., & Aytekin, S. (2021) · Current Psychology · doi:10.1007/s12144-021-01442-y · Cited by 38 · see citing works
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Zhang, J., Zhang, Q., Xiao, B., Cao, Y., Chen, Y., & Li, Y. (2025) · Journal of Medical Internet Research · doi:10.2196/57636 · 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
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
Gueron‐Sela, N., Shalev, I., Gordon‐Hacker, A., Egotubov, A., & Barr, R. (2022) · Computers in Human Behavior · doi:10.1016/j.chb.2022.107572 · Cited by 37 · see citing works
Mallawaarachchi, S. R., Hooley, M., Sutherland‐Smith, W., & Horwood, S. (2022) · BMC Public Health · doi:10.1186/s12889-022-14459-0 · Cited by 34 · see citing works
Coyne, S. M., Shawcroft, J., Holmgren, H., Christensen-Duerden, C., Ashby, S., Rogers, A., Reschke, P. J., Barr, R., Domoff, S., Van Alfen, M., et al. (2024) · Computers in Human Behavior · doi:10.1016/j.chb.2024.108350 · Cited by 32 · see citing works
Self-citationCaballero-Juliá, D., Lucas, J. M., & Silva, L. E. A. (2024) · Computers & Education · doi:10.1016/j.compedu.2024.105049 · Cited by 31 · see citing works
A meta-analysis of self-regulation and digital recreation from birth to adolescence
Howard, S. J., Hayes, N., Mallawaarachchi, S. R., Johnson, D. M., Neilsen‐Hewett, C., MacKenzie, J. E., Bentley, L. A., & White, S. L. J. (2024) · Computers in Human Behavior · doi:10.1016/j.chb.2024.108472 · Cited by 38 · see citing works
Luo, W., Berson, I. R., Berson, M. J., & Han, S. (2021) · Journal of Research on Technology in Education · doi:10.1080/15391523.2021.1906361 · Cited by 32 · see citing works
Coyne, S. M., Rogers, A., Holmgren, H. G., Booth, M. A., Van Alfen, M., Harris, H., Barr, R., Padilla-Walker, L. M., Sheppard, J. A., Shawcroft, J., et al. (2023) · Journal of Children and Media · doi:10.1080/17482798.2023.2200958 · Cited by 30 · see citing works
Kattein, E., Schmidt, H., Witt, S., Jörren, H. L., Menrath, I., Rumpf, H., Wartberg, L., & Pawils, S. (2023) · Children · doi:10.3390/children10121921 · Cited by 25 · see citing works
Measuring parents' regulatory media use for themselves and their children
Suh, B., Kirkorian, H. L., Barr, R., Kucker, S. C., Torres, C., & Radesky, J. S. (2024) · Frontiers in Developmental Psychology · doi:10.3389/fdpys.2024.1377998 · Cited by 29 · see citing works
Self-citationDigital technology use and well-being in young children: A systematic review and meta-analysis
Harverson, J. A. S., Paatsch, L. E., Anglim, J., & Horwood, S. (2025) · Computers in Human Behavior · doi:10.1016/j.chb.2025.108660 · Cited by 34 · see citing works
Problematic Child Media Use During the COVID-19 Pandemic
Kroshus, E., Tandon, P. S., Zhou, C., Johnson, A. M., Steiner, M. K., & Christakis, D. (2022) · PEDIATRICS · doi:10.1542/peds.2021-055190 · Cited by 24 · see citing works
Wang, C., Qian, H., Li, H., & Wu, D. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1049102 · Cited by 24 · see citing works
Domoff, S. E., Borgen, A. L., Wilke, N., & Hiles Howard, A. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18136725 · Cited by 22 · see citing works
Self-citationCoyne, 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
Milford, S. C., Vernon, L., Scott, J. J., & Johnson, N. F. (2022) · Human Behavior and Emerging Technologies · doi:10.1155/2022/1691382 · 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-citationDanet, M., Miller, A. L., Weeks, H. M., Kaciroti, N., & Radesky, J. S. (2022) · Acta Paediatrica · doi:10.1111/apa.16314 · Cited by 24 · see citing works
Self-citationGiordano, C., Coco, G. L., Salerno, L., & Blasi, M. D. (2020) · Computers in Human Behavior · doi:10.1016/j.chb.2020.106632 · Cited by 21 · see citing works
Holmgren, 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
Coyne, 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-citationTheopilus, Y., Mahmud, A. A., Davis, H., & Octavia, J. R. (2024) · JMIR Pediatrics and Parenting · doi:10.2196/55364 · Cited by 17 · see citing works
Shawcroft, J. E., Blake, H., Gonzalez, A., & Coyne, S. M. (2023) · Technology Mind and Behavior · doi:10.1037/tmb0000104 · Cited by 16 · see citing works
Li, X., Fu, Y., Weng, W., Liu, M., & Li, Y. (2024) · Psychology Research and Behavior Management · doi:10.2147/prbm.s471208 · Cited by 15 · see citing works
Types and contexts of child mobile screen use and associations with early childhood behavior
Mallawaarachchi, S. R., Anglim, J., & Horwood, S. (2024) · Early Childhood Research Quarterly · doi:10.1016/j.ecresq.2024.10.010 · Cited by 19 · see citing works
Sharma, S., & Lee, C. Y. (2023) · Behaviour and Information Technology · doi:10.1080/0144929x.2023.2217275 · Cited by 17 · see citing works
Hadi, A. A., Roslan, S. R., Aidid, E. M., Abdullah, N., & Musa, R. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph192416916 · Cited by 14 · see citing works
Problematic screen exposure and oral health in preschool children: a comparison study
Mustuloğlu, Ş., Tezol, Ö., & Yalçın, S. S. (2024) · BMC Oral Health · doi:10.1186/s12903-024-04979-z · Cited by 14 · see citing works
Holmgren, H. G., Booth, M. A., Ashby, S., Coyne, S. M., Clifford, B. N., & Davis, E. (2024) · Computers in Human Behavior · doi:10.1016/j.chb.2024.108410 · Cited by 13 · see citing works
Problematic Digital Technology Use Measures in Children Aged 0 to 6 Years: Scoping Review
Selak, Š., Horvat, J., & Žmavc, M. (2025) · JMIR Mental Health · doi:10.2196/59869 · Cited by 13 · see citing works
Persuasive strategies in digital interventions to combat internet addiction: A systematic review
Theopilus, Y., Mahmud, A. A., Davis, H., & Octavia, J. R. (2024) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2024.105725 · Cited by 18 · see citing works
Association between media exposure and behavioral problems among preschool children
Zoromba, M. A., Said, D. A., Hashem, S., El‐Gazar, H. E., & Aziz, M. A. A. E. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1080550 · Cited by 12 · see citing works
Torjinski, M., & Horwood, S. (2023) · Systematic Reviews · doi:10.1186/s13643-023-02367-2 · Cited by 12 · see citing works
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
Self-citationDigital Game Addiction and Peer Interaction: The Role of Parents’ Education Levels
Karaca, N. H., Aral, N., & Kaya, Ü. Ü. (2025) · Kuramsal Eğitimbilim · doi:10.30831/akukeg.1520595 · Cited by 11 · see citing works
Luo, Y., Choy, Y. N., Wu, D., & Lau, E. Y. H. (2025) · Human Behavior and Emerging Technologies · doi:10.1155/hbe2/9917235 · Cited by 16 · see citing works
Child Media Use During COVID-19: Associations with Contextual and Social-Emotional Factors
Munzer, T. G., Torres, C., Domoff, S. E., Levitt, K. J., McCaffery, H., Schaller, A., & Radesky, J. S. (2022) · Journal of Developmental & Behavioral Pediatrics · doi:10.1097/dbp.0000000000001125 · Cited by 11 · see citing works
Self-citationLi, J., Zhai, Y., Xiao, B., Xia, X., Wang, J., Zhao, Y., Ye, L., & Li, Y. (2023) · Psychology Research and Behavior Management · doi:10.2147/prbm.s414456 · Cited by 11 · see citing works
Işıkoğlu, N., Budak, K. S., & Güzen, M. (2024) · Early Childhood Education Journal · doi:10.1007/s10643-024-01633-9 · Cited by 12 · see citing works
Zhang, J., Liu, M., Zhang, Q., & Li, Y. (2024) · Psychology Research and Behavior Management · doi:10.2147/prbm.s431065 · Cited by 10 · see citing works
Associations between nature exposure, screen use, and parent-child relations: a scoping review
Torjinski, M., Cliff, D. P., & Horwood, S. (2024) · Systematic Reviews · doi:10.1186/s13643-024-02690-2 · Cited by 12 · see citing works
Effects of Persuasive App Design and Self‐Regulation on Young Children’s Digital Disengagement
Mallawaarachchi, S. R., Cliff, D. P., Neilsen‐Hewett, C., White, S. L. J., Radesky, J. S., Horwood, S., Johnson, D. M., Kervin, L. K., & Howard, S. J. (2025) · Human Behavior and Emerging Technologies · doi:10.1155/hbe2/8187768 · Cited by 10 · see citing works
Self-citationBödeker, K., Watrin-Avino, L. M., Martín, A. P., Schlensog‐Schuster, F., Janßen, M., Friese, L., Licata‐Dandel, M., Mall, V., Teich-Bělohradský, J., İzat, Y., et al. (2023) · Children · doi:10.3390/children10111770 · Cited by 11 · see citing works
Wang, J., Wang, S., Xiao, B., Li, J., Feng, Y., & Li, Y. (2024) · BMC Public Health · doi:10.1186/s12889-024-19382-0 · Cited by 9 · see citing works
Hayes, N., White, S. L. J., Berthelsen, D. C., Burley, J., & Cliff, D. P. (2025) · BMC Public Health · doi:10.1186/s12889-025-22866-2 · Cited by 9 · see citing works
Attachment security and problematic media use in infancy: A longitudinal study in the United States
Shawcroft, J. E., Coyne, S. M., Linder, L. K., Clifford, B. N., & McDaniel, B. T. (2023) · Infancy · doi:10.1111/infa.12570 · Cited by 8 · see citing works
Li, J., Xiao, B., Zhao, Y., Zhang, B., & Li, Y. (2024) · Early Education and Development · doi:10.1080/10409289.2024.2360867 · Cited by 8 · see citing works
Zhang, Y., Song, K., & Niu, G. (2025) · Behavioral Sciences · doi:10.3390/bs15060752 · Cited by 8 · see citing works
Screen-Based Media Use Among Children During the COVID-19 Pandemic
Pasi, R., Babu, T. A., Jamir, L., & Ravi, K. S. (2022) · Indian Pediatrics · doi:10.1007/s13312-022-2602-6 · Cited by 8 · see citing works
Albacete-Maza, J., Combalia, X. C., & Montañola‐Sales, C. (2025) · Humanities and Social Sciences Communications · doi:10.1057/s41599-025-05557-6 · Cited by 7 · see citing works
Dysregulated Use of Mobile/Smartphone
Domoff, S. E., Elhai, J. D., Long, J., López-Fernández, O., Montag, C., Starčević, V., Szabó, A., Abeele, M. V., Demetrovics, Z., & Billieux, J. (2024) · Springer eBooks · doi:10.1007/978-3-031-69362-5_27 · Cited by 7 · see citing works
Self-citationPeng, Q., Wan, X., Li-min, Z., & Wang, X. (2024) · Early Child Development and Care · doi:10.1080/03004430.2024.2426573 · Cited by 7 · see citing works
Aydoğdu, F. (2021) · Çocuk ve Gelişim Dergisi · doi:10.36731/cg.935669 · Cited by 8 · see citing works
Chakranon, P., Huang, J., Au, H., Lin, C.-L., Chen, Y., Mao, S., Lin, W., Zou, M.-L., Estinfort, W., & Chen, Y. (2024) · Child and Adolescent Psychiatry and Mental Health · doi:10.1186/s13034-024-00772-6 · Cited by 6 · see citing works
Kalaivanan, D., Lakshmanan, M., Das, M., Saleem, S., Santhosh Priya, A. K. R., & Chamarthi, V. R. (2025) · BMC Oral Health · doi:10.1186/s12903-025-06135-7 · Cited by 6 · see citing works
Theopilus, Y., Mahmud, A. A., Davis, H., Octavia, J. R., & Athalia, N. (2025) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2025.2527846 · Cited by 6 · see citing works
Attiq, S., Afzal, H., Azam, R. I., & Shah, H. J. (2023) · Pakistan Journal of Commerce and Social Sciences · doi:10.64534/commer.2023.060 · Cited by 6 · see citing works
Theopilus, Y., Mahmud, A. A., Davis, H., & Octavia, J. R. (2025) · Behaviour and Information Technology · doi:10.1080/0144929x.2025.2578709 · Cited by 6 · see citing works
From stress to screen: family factors on the path to problematic media use in children aged 4–11
Yayla, İ. E., Makas, S., Yıldırım, S., Dombak, K., & Çeli̇k, E. (2025) · Frontiers in Psychology · doi:10.3389/fpsyg.2025.1699094 · Cited by 6 · see citing works
Aslan, O., & Topuz, İ. (2025) · İnönü Üniversitesi Eğitim Fakültesi Dergisi · doi:10.17679/inuefd.1516664 · Cited by 6 · see citing works
Sebre, S. B., Pakalniškienė, V., Jusienė, R., Wu, J. C.-L., Miltuze, A., Martinsone, B., & Lazdiņa, E. (2023) · Journal of Child and Family Studies · doi:10.1007/s10826-022-02527-3 · Cited by 6 · see citing works
Achieving digital minimalism in student life: A roadmap for balanced digital life and well-being
Bharaty, S., & Das, S. (2023) · International Journal of Advanced Academic Studies · doi:10.33545/27068919.2023.v5.i11a.1084 · Cited by 6 · see citing works
Tandon, P. S., Gabert, T., Kuhn, M., Trần, N., Ola, C., Sullivan, E. M., Zhou, C., Stein, M. A., Mendoza, J. A., Sasser, T. R., et al. (2024) · Journal of Pediatric Psychology · doi:10.1093/jpepsy/jsae073 · Cited by 5 · see citing works
Alanzi, A., AlHayyan, W. A., & Hashem, N. (2025) · BMC Oral Health · doi:10.1186/s12903-025-06536-8 · Cited by 5 · see citing works
Early childhood screen use and symptoms of problematic media use
Fitzpatrick, C., Binet, M.-A., Spritzer, D. T., Tiraboschi, G. A., Domoff, S. E., Garon‐Carrier, G., & Tavares, H. (2025) · Journal of Behavioral Addictions · doi:10.1556/2006.2025.00064 · Cited by 5 · see citing works
Self-citationWiedemann, H., Lüdecke, D., Thomasius, R., & Paschke, K. (2026) · Computers in Human Behavior Reports · doi:10.1016/j.chbr.2026.100958 · Cited by 7 · see citing works
Xie, H., Wang, S., Liu, C., & Ouyang, H. (2024) · Humanities and Social Sciences Communications · doi:10.1057/s41599-024-03326-5 · Cited by 5 · see citing works
Eales, L., Giammanco, O., & Ferguson, G. M. (2024) · Journal of Children and Media · doi:10.1080/17482798.2024.2431968 · Cited by 5 · see citing works
Zhang, X. (2022) · Occupational Therapy International · doi:10.1155/2022/7598471 · Cited by 5 · see citing works
RetractedZhang, J., Cao, Y., & Li, Y. (2024) · Early Child Development and Care · doi:10.1080/03004430.2024.2409691 · Cited by 4 · see citing works
Thompson, D. A., Grau, L., Schmiege, S. J., Cabrera, N., Clark, L., Ringwood, H., Valdes, E. M., & Tschann, J. M. (2025) · Frontiers in Pediatrics · doi:10.3389/fped.2025.1496225 · Cited by 4 · see citing works
Lin, C., Cui, Y., Wang, X., Su, X., Zhang, L., & Peng, Q. (2025) · Behavioral Sciences · doi:10.3390/bs15081141 · Cited by 8 · see citing works
Çetin, B. B. (2023) · e-Kafkas Eğitim Araştırmaları Dergisi · doi:10.30900/kafkasegt.1265649 · Cited by 4 · see citing works
Topçu, S., & DİNÇER, T. A. (2022) · The Journal of Pediatric Academy · doi:10.51271/jpea-2022-150 · Cited by 4 · see citing works
Domínguez, Z. E. M., Raposo-Clavijo, B., Pérez-Moreno, P. J., & Linares, E. T. (2022) · Revista de Psicología Clínica con Niños y Adolescentes · doi:10.21134/rpcna.2022.09.2.8 · Cited by 4 · see citing works
Kids Surfing the Web: A Comparative Study in Portugal
Monteiro, A. M. R., de Sousa, C. N. S., & Barros, R. M. D. A. (2023) · Computers · doi:10.3390/computers12090168 · Cited by 4 · see citing works
Navigating Digital Childhoods: An Investigation of Preschoolers’ YouTube Engagement
Konca, A. S., Akbulut, Ö. F., Çoksağır, B. S., Sarıoğlan, S., & Koç, Ç. T. (2024) · Early Childhood Education Journal · doi:10.1007/s10643-024-01818-2 · Cited by 3 · see citing works
Coyne, S. M., Hirschi, T., Gale, M., Jones, B. L., Alfen, M. V., Almeida, L. M., Christensen-Duerden, C., Nelson, L. J., Holmgren, H. G., Porter, C. L., et al. (2026) · Computers in Human Behavior · doi:10.1016/j.chb.2026.109138 · Cited by 3 · see citing works
Self-citationHolly, L., Raeside, R., Morton, A., Shi, J., Padmapriya, N., & Müller‐Riemenschneider, F. (2026) · The Lancet · doi:10.1016/s0140-6736(26)01611-9 · Cited by 3 · see citing works
Koc‐Arik, G. (2024) · Psikiyatride Guncel Yaklasimlar - Current Approaches in Psychiatry · doi:10.18863/pgy.1368538 · Cited by 3 · see citing works
Family and developmental correlates of adolescent involvement in decision making about screen use
Kroshus, E., Steiner, M. K., & Christakis, D. (2024) · Preventive Medicine Reports · doi:10.1016/j.pmedr.2024.102717 · Cited by 3 · see citing works
Problematic Screen Use in Parents and Children: Predictor of Parent-Child Relationship Quality
Konca, A. S., Baltacı, Ö., & Akbulut, Ö. F. (2025) · Early Childhood Education Journal · doi:10.1007/s10643-025-01968-x · Cited by 3 · see citing works
Bediou, B., & Wac, K. (2022) · Elsevier eBooks · doi:10.1016/b978-0-12-818872-9.00190-4 · Cited by 3 · see citing works
Red is angry, ice cream is happy - Capturing in the moment screen time emotions from children
Read, J. C., Horton, M., & Fitton, D. (2025) · ACM International Conference on Interaction Design and Children (IDC) · doi:10.1145/3713043.3731531 · Cited by 2 · see citing works
- Authors
- Domoff, S. E., Borgen, A. L., & Radesky, J. S.
- Affiliations
- Central Michigan University (US)
- University of Michigan (US)
- Venue
- Human Behavior and Emerging Technologies
- Publisher
- Wiley
- Published
- 2020-09-04
- Volume
- 2
- Issue
- 4
- Pages
- 343-353
- ISSN
- 2578-1863 (ISSN-L)
- PMC
- PMC9645666
- OpenAlex
- W3083716436
- Cited by
- 220
- References
- 79
- Citations by year
- 2026: 69 · 2025: 50 · 2024: 44 · 2023: 27 · 2022: 23 · 2021: 6 · 2020: 1
- FWCI
- 21.60
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Human Behavior and Emerging Technologies (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Deep Blue (University of Michigan) (submittedVersion)
- Funders
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (R21HD093944)
- Topics
- Social Sciences › Education › Child Development and Digital Technology
- Social Sciences › Sociology and Political Science › Impact of Technology on Adolescents
- Social Sciences › Psychology › Clinical Psychology › Sexuality, Behavior, and Technology
- Keywords
- problematic media use, early childhood, mobile devices, prevention and treatment, human-computer interaction, child development, digital media use
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