Associations of Contemporary Screen Time Modalities With Early Adolescent Nutrition
Open accessAbstract
OBJECTIVE: To determine the associations between screen time across several contemporary screen modalities (eg, television, video games, text, video chat, social media) and adherence to the Mediterranean-DASH (dietary approaches to stop hypertension) intervention for neurodegenerative delay (MIND) diet in early adolescents. METHODS: We analyzed data from the Adolescent Brain Cognitive Development study of 9 to 12-year-old adolescents in the United States. Multiple linear regression analyses examined the relationship between self-reported screen time measures at baseline (year 0) and the 1-year follow-up (year 1) and caregiver-reported nutrition assessments at year 1, providing a prospective and cross-sectional analysis. Cross-sectional marginal predicted probabilities were calculated. RESULTS: In a sample of 8267 adolescents (49.0% female, 56.9% white), mean age 10 years, total screen time increased from 3.80 h/d at year 0 to 4.61 h/d at year 1. Change in total screen time from year 0 and year 1 was associated with lower nutrition scores at year 1. PROSPECTIVE: Screen time spent on television, video games, and videos at year 0 was associated with lower nutrition scores at year 1. Cross-sectional: Screen time spent on television, video games, videos, texting, and social media at year 1 was associated with lower MIND diet scores at year 1. CONCLUSIONS: Both traditional (television) and several contemporary modalities of screen time are associated, prospectively and cross-sectionally, with lower overall diet quality, measured by the MIND diet nutrition score, in early adolescents. Future studies should further explore the effect of rising digital platforms and media on overall adolescent nutrition.
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The effect sizes per hour of screen time in this study are similar in magnitude to previously reported effect sizes for screen time and nutrition as measured by the MIND diet score.
“These effect sizes per hour of screen time are similar in magnitude to the effect sizes previously reported on screen time and nutrition as measured by the MIND (Mediterranean-DASH [Dietary Approaches to Stop Hypertension] Intervention for Neurodegenerative Delay) diet score [114].”
From Screen time and mental health: a prospective analysis of the Adolescent Brain Cognitive Development (ABCD) Study (2024) · cites this paper as [114]
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Cites
Steinberg, L., & Morris, A. S. (2001) · Annual Review of Psychology · doi:10.1146/annurev.psych.52.1.83 · Cited by 2,517 · see citing works
Update of the Healthy Eating Index: HEI-2015
Krebs‐Smith, S. M., Pannucci, T. E., Subar, A. F., Kirkpatrick, S. I., Lerman, J., Tooze, J. A., Wilson, M. M., & Reedy, J. (2018) · Journal of the Academy of Nutrition and Dietetics · doi:10.1016/j.jand.2018.05.021 · Cited by 2,303 · see citing works
Recruiting the ABCD sample: Design considerations and procedures
Garavan, H., Bartsch, H., Conway, K., Decastro, A., Goldstein, R. Z., Heeringa, S., Jernigan, T., Potter, A., Thompson, W., & Zahs, D. (2018) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2018.04.004 · Cited by 1,393 · see citing works
Twenge, J. M., & Campbell, W. K. (2018) · Preventive Medicine Reports · doi:10.1016/j.pmedr.2018.10.003 · Cited by 1,304 · see citing works
Achenbach, T. M., & Ruffle, T. M. (2000) · Pediatrics in Review · doi:10.1542/pir.21-8-265 · Cited by 1,287 · see citing works
MIND diet slows cognitive decline with aging
Morris, M. C., Tangney, C. C., Wang, Y., Sacks, F. M., Barnes, L. L., Bennett, D. A., & Aggarwal, N. T. (2015) · Alzheimer's & Dementia · doi:10.1016/j.jalz.2015.04.011 · Cited by 1,115 · see citing works
Lissak, G. (2018) · Environmental Research · doi:10.1016/j.envres.2018.01.015 · Cited by 1,024 · see citing works
Issues in dietary intake assessment of children and adolescents
Livingstone, M. B. E., Robson, P. J., & Wallace, J. M. W. (2004) · British Journal Of Nutrition · doi:10.1079/bjn20041169 · Cited by 884 · see citing works
Barch, D. M., Albaugh, M. D., Avenevoli, S., Chang, L., Clark, D. B., Glantz, M. D., Hudziak, J. J., Jernigan, T. L., Tapert, S. F., Yurgelun-Todd, D., et al. (2018) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2017.10.010 · Cited by 814 · see citing works
Achenbach, T. M., & Ruffle, T. M. (2000) · Pediatrics in Review · doi:10.1542/pir.21.8.265 · Cited by 636 · see citing works
Media Use in School-Aged Children and Adolescents
COUNCIL ON COMMUNICATIONS AND MEDIA, Hill, D., Ameenuddin, N., Chassiakos, Y. (. R., Cross, C., Radesky, J., Hutchinson, J., Levine, A., Boyd, R., Mendelson, R., et al. (2016) · Pediatrics · doi:10.1542/peds.2016-2592 · Cited by 622 · see citing works
Nutrition in adolescent growth and development
Norris, S. A., Frongillo, E. A., Black, M. M., Dong, Y., Fall, C. H. D., Lampl, M., Liese, A. D., Naguib, M., Prentice, A., Rochat, T., et al. (2021) · The Lancet · doi:10.1016/s0140-6736(21)01590-7 · Cited by 594 · see citing works
Screens, Teens, and Psychological Well-Being: Evidence From Three Time-Use-Diary Studies
Orben, A., & Przybylski, A. K. (2019) · Psychological Science · doi:10.1177/0956797619830329 · Cited by 414 · see citing works
Heeringa, S. G., & Berglund, P. A. (2020) · doi:10.1101/2020.02.10.942011 · Cited by 247 · see citing works
Zucker, R. A., Gonzalez, R., Feldstein Ewing, S. W., Paulus, M. P., Arroyo, J., Fuligni, A., Morris, A. S., Sanchez, M., & Wills, T. (2018) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2018.03.004 · Cited by 221 · see citing works
Goodyear, V. A., Wood, G., Skinner, B. D., & Thompson, J. L. (2021) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/s12966-021-01138-3 · Cited by 174 · see citing works
Association between television viewing and poor diet quality in young children
Miller, S. A., Taveras, E. M., Rifas‐Shiman, S. L., & Gillman, M. W. (2008) · International Journal of Pediatric Obesity · doi:10.1080/17477160801915935 · Cited by 153 · see citing works
Barch, D. M., Albaugh, M. D., Baskin-sommers, A. R., Bryant, B. E., Clark, D. B., Dick, A. S., Feczko, E., Foxe, J. J., Gee, D. G., Giedd, J. N., et al. (2021) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2021.101031 · Cited by 146 · see citing works
MIND diet and cognitive performance in older adults: a systematic review
Kheirouri, S., & Alizadeh, M. (2021) · Critical Reviews in Food Science and Nutrition · doi:10.1080/10408398.2021.1925220 · Cited by 145 · see citing works
Falbe, J., Willett, W. C., ROSNER, B. A., Gortmaker, S. L., Sonneville, K. R., & Field, A. E. (2014) · American Journal of Clinical Nutrition · doi:10.3945/ajcn.114.088500 · Cited by 125 · see citing works
Sociodemographic Correlates of Contemporary Screen Time Use among 9- and 10-Year-Old Children
Nagata, J. M., Ganson, K. T., Iyer, P., Chu, J., Baker, F. C., Pettee Gabriel, K., Garber, A. K., Murray, S. B., & Bibbins-Domingo, K. (2022) · The Journal of Pediatrics · doi:10.1016/j.jpeds.2021.08.077 · Cited by 117 · see citing works
Self-citationLike and share: associations between social media engagement and dietary choices in children
Baldwin, H., Freeman, B., & Kelly, B. (2018) · Public Health Nutrition · doi:10.1017/s1368980018001866 · Cited by 97 · see citing works
Walker, J. L., Ardouin, S., & Burrows, T. L. (2017) · European Journal of Clinical Nutrition · doi:10.1038/s41430-017-0029-2 · Cited by 93 · see citing works
Karoly, H. C., Callahan, T., Schmiege, S. J., & Feldstein Ewing, S. W. (2016) · Journal of Pediatric Psychology · doi:10.1093/jpepsy/jsv039 · Cited by 89 · see citing works
Gebremariam, M. K., Bergh, I. H., Andersen, L. F., Ommundsen, Y., Totland, T. H., Bjelland, M., Grydeland, M., & Lien, N. (2013) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/1479-5868-10-9 · Cited by 89 · see citing works
Vizcaíno, M., Buman, M. P., DesRoches, T., & Wharton, C. M. (2020) · BMC Public Health · doi:10.1186/s12889-020-09410-0 · Cited by 78 · see citing works
González, R., Thompson, E. L., Sánchez, M., Morris, A. S., Gonzalez, M. R., Ewing, S. W. F., Mason, M. J., Arroyo, J. A., Howlett, K. D., Tapert, S. F., et al. (2021) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2021.101021 · Cited by 73 · see citing works
Screen use during food consumption: Does it cause increased food intake? A systematic review
Tabares, M. T., Moreno, L. A., Cervantes, V. G. A., León-Landa, E. H., & López-Espinoza, A. (2022) · Appetite · doi:10.1016/j.appet.2022.105928 · Cited by 51 · see citing works
Demers‐Potvin, É., White, M. J., Kent, M. P., Nieto, C., White, C. M., Zheng, X., Hammond, D. G., & Vanderlee, L. (2022) · BMJ Open · doi:10.1136/bmjopen-2021-058913 · Cited by 50 · see citing works
Hagan, J. F., Shaw, J. S., Duncan, P. M., & Futures, B. (2008) · American Academy of Pediatrics eBooks · Cited by 47 · see citing works
Digital Interventions to Promote Healthy Eating in Children: Umbrella Review
Prowse, R. J. L., & Carsley, S. (2021) · JMIR Pediatrics and Parenting · doi:10.2196/30160 · Cited by 46 · see citing works
Effect of television viewing on food and nutrient intake among adolescents
Ramos, E., Costa, A., Araújo, J., Severo, M., & Lopes, C. M. M. (2013) · Nutrition · doi:10.1016/j.nut.2013.05.007 · Cited by 36 · see citing works
Leisure-time and study-time Internet use and dietary risk factors in Korean adolescents
Byun, D., Kim, R., & Oh, H. (2021) · American Journal of Clinical Nutrition · doi:10.1093/ajcn/nqab229 · Cited by 31 · see citing works
Smartphone Usage Patterns and Dietary Risk Factors in Adolescents
Ryu, S., Jang, H., & Oh, H. (2022) · Journal of Nutrition · doi:10.1093/jn/nxac098 · Cited by 31 · see citing works
Hicks, K., Pitts, S. J., Lazorick, S., et al. (2019) · North Carolina Medical Journal · doi:10.18043/ncm.80.2.69 · Cited by 25 · see citing works
Kontostoli, E., Jones, A., Pearson, N., Foley, L. S., Biddle, S., & Atkin, A. J. (2022) · International Journal of Behavioral Medicine · doi:10.1007/s12529-022-10077-7 · Cited by 24 · see citing works
Adherence to the MIND diet is associated with 12-year all-cause mortality in older adults
Corley, J. (2020) · Public Health Nutrition · doi:10.1017/s1368980020002979 · Cited by 24 · see citing works
Siervo, M., Hannah, C., Wells, J. C. K., & Lara, J. (2014) · Eating and Weight Disorders - Studies on Anorexia Bulimia and Obesity · doi:10.1007/s40519-014-0128-1 · Cited by 19 · see citing works
Buja, A., Grotto, G., Zampieri, C., Mafrici, S. F., Cozzolino, C., Baldovin, T., Brocadello, F., & Baldo, V. (2022) · Frontiers in Pediatrics · doi:10.3389/fped.2022.959643 · Cited by 7 · see citing works
Is there an association between children's screen use and cariogenic diet?
Paisi, M., Witton, R., & Plessas, A. (2019) · Evidence-Based Dentistry · doi:10.1038/s41432-019-0064-z · Cited by 2 · see citing works
Keye, S. A., Holthaus, T. A., Cannavale, C. N., et al. (2023) · Current Developments in Nutrition · doi:10.1016/j.cdnut.2023.100656 · Cited by 1 · see citing works
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Research works printed but not linked: 2
- Przybylski AK, Orben A, Weinstein N. How much is too much? Examining the relationship between digital screen engagement and psychosocial functioning in a confirmatory cohort study. J Am Acad Child Adolesc Psychiatry. 2020;59(9):1080-1088. doi:10.1016/j.jaac.2019.06.017 J o u r n a l P r e -p r o o f · DOI
- Falbe J, Willett WC, Rosner B, Gortmaker SL, Sonneville KR, Field AE. Longitudinal relations of television, electronic games, and digital versatile discs with changes in diet in adolescents123. Am J Clin Nutr. 2014;100(4):1173-1181. doi:10.3945/ajcn.114.088500 · DOI
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Sorted by citations
Nagata, J. M., Al-Shoaibi, A. A. A., Leong, A. W., Zamora, G., Testa, A., Ganson, K. T., & Baker, F. C. (2024) · BMC Public Health · doi:10.1186/s12889-024-20102-x · Cited by 103 · see citing works
“These effect sizes per hour of screen time are similar in magnitude to the effect sizes previously reported on screen time and nutrition as measured by the MIND (Mediterranean-DASH [Dietary Approaches to Stop Hypertension] Intervention for Neu-rodegenerative Delay) diet score [114].”
ResultSelf-citation
- Authors
- Nagata, J. M., Weinstein, S., Bashir, A., Lee, S., Al-shoaibi, A. A. A., Shao, I. Y., Ganson, K. T., Testa, A., He, J., & Garber, A. K.
- Affiliations
- University of California, San Francisco (US)
- University of Toronto (CA)
- The University of Texas Health Science Center at Houston (US)
- Chinese University of Hong Kong (HK)
- Corresponding author
- Nagata, Jason M.
- ORCID
- Venue
- Academic Pediatrics
- Publisher
- Elsevier BV
- Published
- 2024-07
- Volume
- 24
- Issue
- 5
- Pages
- 748-754
- ISSN
- 1876-2859 (ISSN-L)
- PMC
- PMC11193610
- OpenAlex
- W4391474551
- Cited by
- 12
- References
- 41
- Citations by year
- 2026: 6 · 2025: 5 · 2024: 1
- FWCI
- 15.00
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Academic Pediatrics (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institutes of Health (U01DA041048, U01DA041025, U24DA041147, U01DA041156, U01DA041106, U01DA041120, U01DA041117, U01DA041093, U01DA041089, U01DA041134, U24DA041123, U01DA041022, U01DA041028, U01DA041174, U01DA041148)
- Doris Duke Charitable Foundation
- National Heart Lung and Blood Institute (K08HL159350)
- National Institute of Mental Health (R01MH135492)
- American Heart Association Inc
- Topics
- Social Sciences › Education › Child Development and Digital Technology
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Nutritional Studies and Diet
- Social Sciences › Sociology and Political Science › Impact of Technology on Adolescents
- Keywords
- screen time, adolescent nutrition, MIND diet, diet quality, television, video games, social media, text messaging, video chat, digital media, early adolescents
- MeSH terms
- Screen Time, Adolescent, Child, Cross-Sectional Studies, Female, Humans, Male, Nutritional Status, Prospective Studies, Television, United States, Nutrition Assessment, Linear Models, Video Games, Diet, Mediterranean, Text Messaging, Social Media
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