Predicción del bienestar sobre el uso de pantallas inteligentes de los niños

  1. Félix Ortega-Mohedano 1
  2. Fernando Pinto-Hernández 2
  1. 1 Universidad de Salamanca
    info

    Universidad de Salamanca

    Salamanca, España

    ROR https://ror.org/02f40zc51

  2. 2 Universidad Rey Juan Carlos
    info

    Universidad Rey Juan Carlos

    Madrid, España

    ROR https://ror.org/01v5cv687

Revista:
Comunicar: Revista Científica de Comunicación y Educación

ISSN: 1134-3478

Any de publicació: 2021

Títol de l'exemplar: Escuelas públicas para la transformación en la Sociedad del Conocimiento.

Número: 66

Pàgines: 119-128

Tipus: Article

DOI: 10.3916/C66-2021-10 DIALNET GOOGLE SCHOLAR lock_openDialnet editor

Altres publicacions en: Comunicar: Revista Científica de Comunicación y Educación

Objectius de Desenvolupament Sostenible

Resum

This study presents an explanatory Ordinary Linear Regression Model for predicting wellbeing in the use of smart screen devices among children and youngsters in Spain, using a database of microdata for a total of 23,860 national representative households and some 6,106 total cohabiting minors under 15 years of age. The World Health Organization actively recommends children and youngsters to spend less hours in front of smart screen devices and encourages substituting them with more active play and direct socialisation. The main purpose of our research is to study the impact of the use of these devices on mental and physical well-being, sleep pattern, and the potential explanatory effects. To address the analysis, we contrasted the modelisation model proposed with microdata provided in the 2017 version of the National Health Survey in Spain. We performed a series of ordinary least square regression models OLS, obtaining significant information on the effects and risks excessive use of smart screen devices may be inflicting on children and adolescents in Spain. As a main result, we contrasted with the data and the modelisation that those individuals who use these devices more intensively have higher risk of mental health problems, significantly reduced sleeping hours and have a higher chance of suffering physical health problems such as obesity.

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Informació de finançament

Esta investigación es parte del proyecto «Mapas de investigación en Comunicación en las universidades española de 2007 a 2018» (Ref. PGC2018-093358-B-100), financiado por el Ministerio de Ciencia y Tecnología, Innovación y Universidades de España (2018-2020), coordinado por la Universidad Rey Juan Carlos y el «V Programa para la difusión de resultados de investigación» de la Universidad de Salamanca.

Finançadors

Referències bibliogràfiques

  • D.L.G., Borzekowski, . 2014. Examining media’s impact on children’s weight: Amount, content, and context. In: Jordan, A.B. & Romer, D. , eds. Media and the well-being of children and adolescents. Oxford University Press
  • Jiménez, E, Garmendia, M & Casado, M A . 2018. Entre selfies y whatsapps. Oportunidades y riesgos para la infancia y la adolescencia conectada. Gedisa
  • Livingstone, Sonia, Mascheroni, Giovanna & Staksrud, Elisabeth . 2018. European research on children’s internet use: Assessing the past and anticipating the future. New Media & Society 20(3):1103–1122.
  • Rich, M, Bickham, D S & Shrier, L A . 2015. Measuring youth media exposure: A multimodal method for investigating the influence of media on digital natives. American Behavioral Scientist 59(14):1736–1754.
  • Kenney, E L & Gortmaker, S L . 2017. United States adolescents’ television, computer, videogame, smartphone, and tablet use: Associations with sugary drinks, sleep, physical activity, and obesity. Journal of Pediatrics 182:144–149.
  • Shepperd, Martin & MacDonell, Steve . 2012. Evaluating prediction systems in software project estimation. Information and Software Technology 54(8):820–827.
  • Valcke, M., Bonte, S., Wever, B. De & Rots, I. . 2010. Internet parenting styles and the impact on Internet use of primary school children. Computers & Education 55(2):454–464.
  • Angrist, J D & Pischke, J S . 2008. Mostly harmless econometrics: An empiricist's companion. Princeton University Press
  • Ponte, C, Castro, T S & Pereira, S . 2019. Parenting young children in changing media environments with twenty years apart. Comunicazioni sociali 41(2):276–288.
  • Montes-Vozmediano, Manuel, García-Jiménez, Antonio & Menor-Sendra, Juan . 2018. Teen videos on YouTube: Features and digital vulnerabilities. Comunicar 54:61–69.
  • Stoilova, Mariya, Nandagiri, Rishita & Livingstone, Sonia . 2019. Children’s understanding of personal data and privacy online – a systematic evidence mapping. Information, Communication & Society 1–19.
  • Gerlitz, Carolin & Helmond, Anne . 2013. The like economy: Social buttons and the data-intensive web. New Media & Society 15(8):1348–1365.
  • F., Gomes-Franco-Silva, & J.C., Sendín-Gutiérrez, . 2014. Internet as a haven and social shield. Problematic uses of the network by young spaniards. [Internet como refugio y escudo social: Usos problemáticos de la Red por jóvenes españoles] Comunicar 43:45–53.
  • Wooldridge, J M . 2010. Introducción a la Econometría, un enfoque moderno. CENGAGE Learning
  • Choi, S W . 2009. The effect of outliers on regression analysis: Regime type and foreign direct investment. Quarterly Journal of Political Science 4(2):153–165.
  • AIMC (Ed.) 2019. 5º Estudio AIMC Niñ@s, 2019. AIMC
  • Rideout, V & Robb, M B . 2019. The common sense census: Media use by tweens and teens. Common Sense
  • Common Sense Media (Ed.) 2011. Zero to eight: Children’s media use in America. Common Sense Media
  • Trucco, D & Palma, A . 2020. Infancia y adolescencia en la era digital: Un Informe comparativo de los estudios de Kids Online del Brasil, Chile, Costa Rica y Uruguay. Chile, Costa Rica y Uruguay: Comisión Económica para América Latina y el Caribe (CEPAL)
  • Ponte, C & Batista, S . 2019. EU Kids Online Portugal. Usos, competências, riscos e mediações da internet reportados por crianças e jovens (9-17 anos). EU Kids Online e NOVA FCSH
  • Angrist, J D & Pischke, J S . 2014. Mastering 'metrics: The path from cause to effect. Princeton University Press
  • Hoge, E, Bickham, D & Cantor, J . 2017. Digital media, anxiety, and depression in children. Pediatrics 140(2):76–80.
  • Smahel, D, Machackova, H, Mascheroni, G, Dedkova, L, Staksrud, E, Ólafsson, K, Livingstone, S & Hasebrink, U . 2020. EU Kids Online 2020: Survey results from 19 countries. EU Kids Online https://doi.org/10.21953/lse.47fdeqj01ofo
  • Robinson, T N, Banda, J A, Hale, L, Lu, A S, Fleming-Milici, F, Calvert, S L & Wartella, E . 2017. Screen media exposure and obesity in children and adolescents. Pediatrics 140(2):97–101.
  • Staksrud, Elisabeth, Ólafsson, Kjartan & Livingstone, Sonia . 2013. Does the use of social networking sites increase children’s risk of harm? Computers in Human Behavior 29(1):40–50.
  • L., Crescenzi-Lanna,, R., Valente, & R., Suárez-Gómez, . 2019. Safe and inclusive educational apps: Digital protection from an ethical and critical perspective. [Aplicaciones educativas seguras e inclusivas: La protección digital desde una perspectiva ética y crítica] Comunicar 61:93–102.
  • M.C., Sturman, . 1999. Multiple approaches to analyzing court data in studies of individual differences: The propensity for Type 1 errors, illustrated with the case of absenteeism prediction. Educational and Psychological Measurement 59(3):414–430.
  • National Health Survey (Ed.) 2017. SNHS 2017 Methology.
  • Goodyear, V A, Armour, K M & Wood, H . 2018. Young people and their engagement with health-related social media: New perspectives. Sport, Education and Society 1–16.
  • Yubero, S, Larrañaga, E, Navarro, R & Elche, M . 2018. Parents, children and Internet use. Family socialization on the Internet. Universitas Psychologica 17(2):1–13.
  • Mascheroni, G, Ponte, C & Jorge, A . 2018. Digital parenting: The challenges for families in the digital age. NORDICOM Clearinghouse Yearbook 2018
  • E.J., Helsper, & D., Smahel, . 2020. Excessive internet use by young Europeans: Psychological vulnerability and digital literacy? Information, Communication & Society 23(9):1255–1273.
  • Livingstone, S & Blum-Ross, A . 2020. Parenting for a digital future, how hopes and fears about technology shape children’s lives. Oxford University Press
Fuente de los datos: Dialnet