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Articles

Screen time and preschoolers’ pre-academic and behavioural competence: the moderating role of child characteristics

ORCID Icon, ORCID Icon, & ORCID Icon
Pages 260-280 | Received 20 Mar 2023, Accepted 29 Dec 2023, Published online: 16 Jan 2024

References

  • Aiken, L. S., West, S. G., Reno, R. R., & Publishing, S. (2018). Multiple regression: Testing and interpreting interactions. Newbury Park, CA: SAGE Publications.
  • Altun, D. (2022). Family ecology as a context for children’s executive function development: The home literacy environment, play, and screen time. Child Indicators Research, 15, 1465–1488. https://doi.org/10.1007/s12187-022-09920-w
  • American Academy of Pediatrics. (2001). Children, adolescents, and television. Pediatrics, 107(2), 423–426. doi:10.1542/peds.107.2.423
  • Bernier, A., Carlson, S. M., & Whipple, N. (2010). From external regulation to self-regulation: Early parenting precursors of young children’s executive functioning. Child Development, 81(1), 326–339. doi:10.1111/j.1467-8624.2009.01397.x
  • Bin, Z. (1996). The little emperors’ small screen: Parental control and children’s television viewing in China. Media, Culture & Society, 18(4), 639–658. doi:10.1177/016344396018004008
  • Blankson, A. N., O’Brien, M., Leerkes, E. M., Calkins, S. D., & Marcovitch, S. (2015). Do hours spent viewing television at ages 3 and 4 predict vocabulary and executive functioning at age 5? Merrill-Palmer Quarterly, 61(2), 264–289. doi:10.13110/merrpalmquar1982.61.2.0264
  • Block, J. H. (1980). The child-rearing practices report – CRPR: A set of Q items for the description of parental socialization attitudes and values (unpublished manuscript). Berkley: Institute of Human Development, University of California.
  • Böcking, S., & Böcking, T. (2009). Parental mediation of television. Journal of Children and Media, 3(3), 286–302. doi:10.1080/17482790902999959
  • Bowlby, J. (1969). Attachment and loss: Attachment (Vol. 1). New York: Basic.
  • Bronfenbrenner, U. (1979). The ecology of human development: Experiments by nature and design. Cambridge: Harvard University Press.
  • Bulotsky-Shearer, R. J., & Fantuzzo, J. W. (2011). Preschool behavior problems in classroom learning situations and literacy outcomes in kindergarten and first grade. Early Childhood Research Quarterly, 26(1), 61–73. doi:10.1016/j.ecresq.2010.04.004
  • Bush, N. R., & Boyce, W. T. (2014). The contributions of early experience to biological development and sensitivity to context. In M. Lewis & K. Rudolph (Eds.), Handbook of developmental psychopathology (pp. 1–12). Boston, MA: Springer US.
  • Cerniglia, L., Cimino, S., & Ammaniti, M. (2021). What are the effects of screen time on emotion regulation and academic achievements? A three-wave longitudinal study on children from 4 to 8 years of age. Journal of Early Childhood Research, 19(2), doi:10.1177/1476718X20969846
  • Chan, K., & McNeal, J. U. (2006). Children and media in China: An urban-rural comparison study. Journal of Consumer Marketing, 23(2), 77–86. doi:10.1108/07363760610655014
  • Chang, L., Lansford, J. E., Schwartz, D., & Farver, J. M. (2004). Marital quality, maternal depressed affect, harsh parenting, and child externalising in Hong Kong Chinese families. International Journal of Behavioral Development, 28(4), 311–318. doi:10.1080/01650250344000523
  • Cherney, I. D., & London, K. (2006). Gender-linked differences in the toys, television shows, computer games, and outdoor activities of 5- to 13-year-old children. Sex Roles, 54(9-10), 717–726. doi:10.1007/s11199-006-9037-8
  • Cheung, S.-K., & Sun, S. Y. K. (1999). Assessment of optimistic self-beliefs: Further validation of the Chinese version of the general self-efficacy scale. Psychological Reports, 85(3_suppl), 1221–1224. doi:10.2466/pr0.1999.85.3f.1221
  • Chinese Academy of Cyberspace Studies. (2023). Rule of law construction in cyberspace. In China internet development report 2020. Singapore: Springer. https://doi.org/10.1007/978-981-16-9901-6_8
  • Chiong, C., & Shuler, C. (2010). Learning: Is there an app for that? Investigations of young children’s usage and learning with mobile devices and apps. New York, NY: The Joan Ganz Cooney Center at Sesame Workshop.
  • Cho, K.-S., & Lee, J.-M. (2017). Influence of smartphone addiction proneness of young children on problematic behaviors and emotional intelligence: Mediating self-assessment effects of parents using smartphones. Computers in Human Behavior, 66, 303–311. doi:10.1016/j.chb.2016.09.063
  • Christakis, D. A., & Garrison, M. M. (2009). Preschool-aged children’s television viewing in child care settings. Pediatrics, 124(6), 1627–1632. doi:10.1542/peds.2009-0862
  • Christakis, D. A., Garrison, M. M., Herrenkohl, T., Haggerty, K., Rivara, F. P., Zhou, C., & Liekweg, K. (2013). Modifying media content for preschool children: A randomized controlled trial. Pediatrics, 131(3), 431–438. doi:10.1542/peds.2012-1493
  • Cliff, D. P., Howard, S. J., Radesky, J. S., McNeill, J., & Vella, S. A. (2018). Early childhood media exposure and self-regulation: Bidirectional longitudinal associations. Academic Pediatrics, 18(7), 813–819. doi:10.1016/j.acap.2018.04.012
  • Coyl, D. D., Newland, L. A., & Freeman, H. (2008). Predicting preschoolers’ attachment security from parenting behaviours, parents’ attachment relationships and their use of social support. Early Child Development and Care, 180(4), 499–512. doi:10.1080/03004430802090463
  • Dadds, M. R. (1987). Families and the origins of child behavior problems. Family Process, 26(3), 341–357. doi:10.1111/j.1545-5300.1987.00341.x
  • Daspe, M., Arbel, R., Ramos, M. C., Shapiro, L. A. S., & Margolin, G. (2018). Deviant peers and adolescent risky behaviors: The protective effect of nonverbal display of parental warmth. Journal of Research on Adolescence, 29(4), 863–878. doi:10.1111/jora.12418
  • DeLoache, J. S., Chiong, C., Sherman, K., Islam, N., Vanderborght, M., Troseth, G. L., … O’Doherty, K. (2010). Do babies learn from baby media? Psychological Science, 21(11), 1570–1574. doi:10.1177/0956797610384145
  • Domoff, S. E., Borgen, A. L., Foley, R. P., & Maffett, A. (2019). Excessive use of mobile devices and children’s physical health. Human Behavior and Emerging Technologies, 1(2), 169–175. doi:10.1002/hbe2.145
  • Dore, R. A., Logan, J., Lin, T.-J., Purtell, K. M., & Justice, L. (2020). Characteristics of children’s media use and gains in language and literacy skills. Frontiers in Psychology, 11, doi:10.3389/fpsyg.2020.02224
  • Durkin, K., & Barber, B. (2002). Not so doomed: Computer game play and positive adolescent development. Journal of Applied Developmental Psychology, 23(4), 373–392. doi:10.1016/S0193-3973(02)00124-7
  • Elias, S. M., & MacDonald, S. (2007). Using past performance, proxy efficacy, and academic self-efficacy to predict college performance. Journal of Educational Psychology, 37(11), 2518–2531. doi:10.1111/j.1559-1816.2007.00268.x
  • Fantuzzo, J., Tighe, E., & Childs, S. (2000). Family involvement questionnaire: A multivariate assessment of family participation in early childhood education. Journal of Educational Psychology, 92(2), 367–376. doi:10.1037/0022-0663.92.2.367
  • Feng, X.-T., Poston, D. L., & Wang, X.-T. (2014). China’s one-child policy and the changing family. Journal of Comparative Family Studies, 45(1), 17–29. doi:10.3138/jcfs.45.1.17
  • Gingold, J. A., Simon, A. E., & Schoendorf, K. C. (2013). Excess screen time in US children. Clinical Pediatrics, 53(1), 41–50. doi:10.1177/0009922813498152
  • Griffiths, L. J., Dowda, M., Dezateux, C., & Pate, R. (2010). Associations between sport and screen-entertainment with mental health problems in 5-year-old children. International Journal of Behavioral Nutrition and Physical Activity, 7(1), 30. doi:10.1186/1479-5868-7-30
  • Hayes, A. F. (2012). An analytical primer and computational tool for observed variable moderation, mediation, and conditional process modeling. Manuscript submitted for publication.
  • Hinkley, T., Salmon, J., Okely, A. D., & Crawford, D. (2013). The correlates of preschoolers’ compliance with screen recommendations exist across multiple domains. Preventive Medicine, 57(3), 212–219. doi:10.1016/j.ypmed.2013.05.020
  • Hu, B. Y., Johnson, G. K., Teo, T., & Wu, Z. (2020). Relationship between screen time and Chinese children’s cognitive and social development. Journal of Research in Childhood Education, 34(2), 183–207. doi:10.1080/02568543.2019.1702600
  • Hu, B. Y., Johnson, G. K., & Wu, H. (2018). Screen time relationship of Chinese parents and their children. Children and Youth Services Review, 94, 659–669. doi:10.1016/j.childyouth.2018.09.008
  • Hu, H., Lu, S., & Huang, C.-C. (2014). The psychological and behavioral outcomes of migrant and left-behind children in China. Children and Youth Services Review, 46, 1–10. doi:10.1016/j.childyouth.2014.07.021
  • Huang, W., & Yang, Z. (2015). Goal orientation, self-efficacy, and self-control among 3∼6 years old children [3∼ 6 岁幼儿目标取向, 自我效能感与自我控制的关系]. Psychological Development and Education, 31(5), 547–554. doi:10.16187/j.cnki.issn1001-4918.2015.05.05
  • Hutton, J. S., Dudley, J., Horowitz-Kraus, T., DeWitt, T., & Holland, S. K. (2019). Associations between screen-based media use and brain white matter integrity in preschool-aged children. JAMA Pediatrics, 174(1), e193869. doi:10.1001/jamapediatrics.2019.3869
  • Ip, P., Li, S. L., Rao, N., Ng, S. S. N., Lau, W. W. S., & Chow, C. B. (2013). Validation study of the Chinese Early Development Instrument (CEDI). BMC Pediatrics, 13, 146. https://doi.org/10.1186/1471-2431-13-146
  • Janus, M., & Offord, D. R. (2007). Development and psychometric properties of the early development instrument (EDI): A measure of children’s school readiness. Canadian Journal of Behavioural Science / Revue Canadienne Des Sciences Du Comportement, 39(1), 1–22. doi:10.1037/cjbs2007001
  • Johnson, G. M. (2010). Internet use and child development: The techno-microsystem. Australian Journal of Educational and Developmental Psychology, 10, 32–43.
  • Johnson, G. M., & Puplampu, K. P. (2008). Internet use during childhood and the ecological techno-subsystem. Canadian Journal of Learning and Technology, 34(1), 19–28. https://eric.ed.gov/?id = EJ1073829
  • Judge, S, Floyd, K, & Jeffs, T. (2015). Using mobile media devices and apps to promote young children’s learning. In K. Heider & M. Renck Jalongo (Eds.), Children and families in the information age. Educating the young child (Vol. 10). Dordrecht: Springer. https://doi.org/10.1007/978-94-017-9184-7_7
  • Karki, U., & Sravanti, L. (2021). Excess screen time – impact on childhood development and management: A review. Med Phoenix, 6(1), 40–45. doi:10.3126/medphoenix.v6i1.36908
  • Khine, M. S., Fraser, B. J., & Afari, E. (2020). Structural relationships between learning environments and students’ non-cognitive outcomes: Secondary analysis of PISA data. Learning Environments Research, 23), doi:10.1007/s10984-020-09313-2
  • Kirkorian, H. L., Choi, K., & Pempek, T. A. (2016). Toddlers’ word learning from contingent and noncontingent video on touch screens. Child Development, 87(2), 405–413. doi:10.1111/cdev.12508
  • Konca, A. S. (2021). Digital technology usage of young children: Screen time and families. Early Childhood Education Journal, 50, doi:10.1007/s10643-021-01245-7
  • LeBlanc, A. G., Spence, J. C., Carson, V., Connor Gorber, S., Dillman, C., Janssen, I., & Tremblay, M. S. (2012). Systematic review of sedentary behaviour and health indicators in the early years (aged 0–4 years). Applied Physiology, Nutrition, and Metabolism, 37(4), 753–772.
  • Leppänen, M. H., Sääksjärvi, K., Vepsäläinen, H., Ray, C., Hiltunen, P., Koivusilta, L., … Roos, E. (2020). Association of screen time with long-term stress and temperament in preschoolers: Results from the DAGIS study. European Journal of Pediatrics, doi:10.1007/s00431-020-03686-5
  • Levelink, B., van der Vlegel, M., Mommers, M., Gubbels, J., Dompeling, E., Feron, F. J. M., … Thijs, C. (2020). The longitudinal relationship between screen time, sleep and a diagnosis of attention-deficit/hyperactivity disorder in childhood. Journal of Attention Disorders, 25(14), 2003–2013. doi:10.1177/1087054720953897
  • Lillard, A. S., Drell, M. B., Richey, E. M., Boguszewski, K., & Smith, E. D. (2015). Further examination of the immediate impact of television on children’s executive function. Developmental Psychology, 51(6), 792–805. doi:10.1037/a0039097
  • Lillard, A. S., & Peterson, J. (2011). The immediate impact of different types of television on young children’s executive function. Pediatrics, 128(4), 644–649. doi:10.1542/peds.2010-1919
  • Lin, H.-P., Chen, K.-L., Chou, W., Yuan, K.-S., Yen, S.-Y., Chen, Y.-S., & Chow, J. C. (2020). Prolonged touch screen device usage is associated with emotional and behavioral problems, but not language delay, in toddlers. Infant Behavior and Development, 58, 101424. doi:10.1016/j.infbeh.2020.101424
  • Lin, X., Li, H., & Yang, W. (2019). Bridging a cultural divide between play and learning: Parental ethnotheories of young children’s play and their instantiation in contemporary China. Early Education Development, 30(1), 82–97. doi:10.1080/10409289.2018.1514846
  • Linebarger, D. L., Barr, R., Lapierre, M. A., & Piotrowski, J. T. (2014). Associations between parenting, media use, cumulative risk, and children's executive functioning. Journal of Developmental & Behavioral Pediatrics, 35(6), 367–377. doi:10.1097/DBP.0000000000000069
  • Lissak, G. (2018). Adverse physiological and psychological effects of screen time on children and adolescents: Literature review and case study. Environmental Research, 164(1), 149–157. doi:10.1016/j.envres.2018.01.015
  • Liu, Q., & Li, X. (2019). Revision of family involvement questionnaire-short form in parents of preschool children in China [父母参与问卷 (缩减版) 在学前儿童父母群体中的修订]. Chinese Journal of Clinical Psychology, 27(1), 49–53. doi:10.16128/j.cnki.1005-3611.2019.01.010
  • Lucas-Thompson, R., & Clarke-Stewart, K. A. (2007). Forecasting friendship: How marital quality, maternal mood, and attachment security are linked to children’s peer relationships. Journal of Applied Developmental Psychology, 28(5-6), 499–514. doi:10.1016/j.appdev.2007.06.004
  • Lugo-Gil, J., & Tamis-LeMonda, C. S. (2008). Family resources and parenting quality: Links to children’s cognitive development across the first 3 years. Child Development, 79(4), 1065–1085. doi:10.1111/j.1467-8624.2008.01176.x
  • Madigan, S., Browne, D., Racine, N., Mori, C., & Tough, S. (2019). Association between screen time and children’s performance on a developmental screening test. JAMA Pediatrics, 173(3), 244. doi:10.1001/jamapediatrics.2018.5056
  • McArthur, B. A., Tough, S., & Madigan, S. (2021). Screen time and developmental and behavioral outcomes for preschool children. Pediatric Research, doi:10.1038/s41390-021-01572-w
  • Mink, I. T., Tang, E., Yee, H. Y. M., Lan, T. K., & Wah, Y. H. (2020). The strengths and difficulties questionnaire in Chinese. Retrieved from https://www.sdqinfo.org/py/sdqinfo/b3.py?language = Chinese
  • Monteiro, R., Fernandes, S., & Rocha, N. (2022). What do preschool teachers and parents think about the influence of screen-time exposure on children’s development? Challenges and opportunities. Education Sciences, 12(1), 52. doi:10.3390/educsci12010052
  • Mutz, D. C., Roberts, D. F., & Van Vuuren, D. P. (1993). Reconsidering the displacement hypothesis: Television's influence on children's time use. Communication Research, 20(1), 51–75. https://doi.org/10.1177/009365093020001003
  • Naveed, S., Saboor, S., & Zeshan, M. (2020). An overview of attachment patterns: Psychology, neurobiology, and clinical implications. Journal of Psychosocial Nursing and Mental Health Services, 58(8), 18–22. https://doi.org/10.3928/02793695-20200717-01
  • Olszewski, P., Kulieke, M., & Buescher, T. (1987). The influence of the family environment on the development of talent: A literature review. Journal for the Education of the Gifted, 11(1), 6–28. doi:10.1177/016235328701100102
  • Pajares, F. (1996). Self-efficacy beliefs in academic settings. Review of Educational Research, 66(4), 543–578. doi:10.3102/00346543066004543
  • Pandya, A., & Lodha, P. (2021). Social connectedness, excessive screen time during COVID-19 and mental health: A review of current evidence. Frontiers in Human Dynamics, 3(684137), doi:10.3389/fhumd.2021.684137
  • Poulain, T., Sobek, C., Ludwig, J., Igel, U., Grande, G., Ott, V., … Vogel, M. (2020). Associations of green spaces and streets in the living environment with outdoor activity, media use, overweight/obesity and emotional wellbeing in children and adolescents. International Journal of Environmental Research and Public Health, 17(17), 6321. doi:10.3390/ijerph17176321
  • Puzio, D., Makowska, I., & Rymarczyk, K. (2022). Raising the child – do screen media help or hinder? The quality over quantity hypothesis. International Journal of Environmental Research and Public Health, 19(16), 9880. doi:10.3390/ijerph19169880
  • Qu, G., Hu, W., Meng, J., Wang, X., Su, W., Liu, H., … Sun, Y. (2023). Association between screen time and developmental and behavioral problems among children in the United States: Evidence from 2018 to 2020 NSCH. Journal of Psychiatric Research, 161, 140–149. doi:10.1016/j.jpsychires.2023.03.014
  • Radesky, J. S., & Christakis, D. A. (2016). Increased screen time: Implications for early childhood development and behavior. Pediatric Clinics of North America, 63(5), 827–839. doi:10.1016/j.pcl.2016.06.006
  • Radesky, J. S., Schumacher, J., & Zuckerman, B. (2014). Mobile and interactive media use by young children: The good, the bad, and the unknown. Pediatrics, 135(1), 1–3. doi:10.1542/peds.2014-2251
  • Ranson, K. E., & Urichuk, L. J. (2008). The effect of parent–child attachment relationships on child biopsychosocial outcomes: A review. Early Child Development and Care, 178(2), 129–152. doi:10.1080/03004430600685282
  • Savenkova, T. D. (2020). Cooperative activity of preschoolers with peers and adults as a mean of positive socialization. Tambov University Review. Series: Humanities, 186, 104–113. doi:10.20310/1810-0201-2020-25-186-104-113
  • Shek, D. T. (1994). Psychometric properties of the Chinese version of the dyadic adjustment scale. Psychologia: An International Journal of Psychology in the Orient, 37(1), 7–17.
  • Sun, J., Liu, Q., & Yu, S. (2019). Child neglect, psychological abuse and smartphone addiction among Chinese adolescents: The roles of emotional intelligence and coping style. Computers in Human Behavior, 90, 74–83. doi:10.1016/j.chb.2018.08.032
  • Swider-Cios, E., Vermeij, A., & Sitskoorn, M. M. (2023). Young children and screen-based media: The impact on cognitive and socioemotional development and the importance of parental mediation. Cognitive Development, 66, 101319. doi:10.1016/j.cogdev.2023.101319
  • Szczuka, Z., Banik, A., Abraham, C., Kulis, E., & Luszczynska, A. (2020). Associations between self-efficacy and sedentary behaviour: A meta-analysis. Psychology & Health, 36(3), 1–19. doi:10.1080/08870446.2020.1784419
  • Tandon, P. S., Zhou, C., Lozano, P., & Christakis, D. A. (2011). Preschoolers’ total daily screen time at home and by type of child care. The Journal of Pediatrics, 158(2), 297–300. doi:10.1016/j.jpeds.2010.08.005
  • Tansriratanawong, S., Louthrenoo, O., Chonchaiya, W., & Charnsil, C. (2017). Screen viewing time and externalising problems in preschool children in northern Thailand. Journal of Child & Adolescent Mental Health, 29(3), 245–252. doi:10.2989/17280583.2017.1409226
  • Twenge, J. M., & Farley, E. (2020). Not all screen time is created equal: Associations with mental health vary by activity and gender. Social Psychiatry and Psychiatric Epidemiology, 56(2), 207–217. doi:10.1007/s00127-020-01906-9
  • Vandewater, E. A., & Lee, S.-J. (2009). Measuring children’s media use in the digital age. American Behavioral Scientist, 52(8), 1152–1176. doi:10.1177/0002764209331539
  • Vandewater, E. A., Park, S.-E., Huang, X., & Wartella, E. A. (2005). No – you can’t watch that”: parental rules and young children’s media use. American Behavioral Scientist, 48(5), 608–623. doi:10.1177/0002764204271497
  • Vygotsky, L. S. (1986). Thought and language. Cambridge: MIT Press.
  • Waldron, R. J., Cummings, E. M., & Davies, P. (1995). Children and marital conflict: The impact of family dispute and resolution. Family Relations, 44(2), 227. doi:10.2307/584820
  • Wang, C. K., Hu, Z. F., & Liu, Y. (2001). Evidences for reliability and validity of the Chinese version of general self-efficacy scale. Chinese Journal of Applied Psychology, 7(1), 37–40.
  • Wang, L., & Mesman, J. (2015). Child development in the face of rural-to-urban migration in China. Perspectives on Psychological Science, 10(6), 813–831. doi:10.1177/1745691615600145
  • Wang, S., Hu, B. Y., LoCasale-Crouch, J., & Li, J. (2021). Supportive parenting and social and behavioral development: Does classroom emotional support moderate? Journal of Applied Developmental Psychology, 77, 101331. doi:10.1016/j.appdev.2021.101331
  • Winsler, A., Tran, H., Hartman, S. C., Madigan, A. L., Manfra, L., & Bleiker, C. (2008). School readiness gains made by ethnically diverse children in poverty attending center-based childcare and public school pre-kindergarten programs. Early Childhood Research Quarterly, 23(3), 314–329. doi:10.1016/j.ecresq.2008.02.003
  • Xie, H., Peng, J., Qin, M., Huang, X., Tian, F., & Zhou, Z. (2018). Can touchscreen devices be used to facilitate young children’s learning? A meta-analysis of touchscreen learning effect. Frontiers in Psychology, 9), doi:10.3389/fpsyg.2018.02580
  • Yang, L., & Dong, G. (2005). A study on the structure of self-regulation of children aged between 3 and 5 years [3∼5岁幼儿自我控制能力结构研究]. Psychological Development and Education, 21(4), 7–12. doi:10.16187/j.cnki.issn1001-4918.2005.04.002
  • Zeng, Y., & Hesketh, T. (2016). The effects of China’s universal two-child policy. The Lancet, 388(10054), 1930–1938. doi:10.1016/S0140-6736(16)31405-2
  • Zeng, Z., & Xie, Y. (2014). The effects of grandparents on children’s schooling: Evidence from rural China. Demography, 51(2), 599–617. doi:10.1007/s13524-013-0275-4
  • Zhang, Y., Zhang, X., Li, J., Zhong, H., & Pan, C.-W. (2020). Associations of outdoor activity and screen time with adiposity: Findings from rural Chinese adolescents with relatively low adiposity risks. BMC Public Health, 20(1), doi:10.1186/s12889-020-09897-7
  • Zhang, Z., Adamo, K. B., Ogden, N., Goldfield, G. S., Okely, A. D., Kuzik, N., … Carson, V. (2021). Associations between screen time and cognitive development in preschoolers. Paediatrics & Child Health, 27(2), doi:10.1093/pch/pxab067
  • Zimmerman, F. J., & Christakis, D. A. (2007). Associations between content types of early media exposure and subsequent attentional problems. Pediatrics, 120(5), 986–992. doi:10.1542/peds.2006-3322

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