Cargando…
Parents’ Perspectives on Using Artificial Intelligence to Reduce Technology Interference During Early Childhood: Cross-sectional Online Survey
BACKGROUND: Parents’ use of mobile technologies may interfere with important parent-child interactions that are critical to healthy child development. This phenomenon is known as technoference. However, little is known about the population-wide awareness of this problem and the acceptability of arti...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8074848/ https://www.ncbi.nlm.nih.gov/pubmed/33720026 http://dx.doi.org/10.2196/19461 |
_version_ | 1783684434077155328 |
---|---|
author | Glassman, Jill Humphreys, Kathryn Yeung, Serena Smith, Michelle Jauregui, Adam Milstein, Arnold Sanders, Lee |
author_facet | Glassman, Jill Humphreys, Kathryn Yeung, Serena Smith, Michelle Jauregui, Adam Milstein, Arnold Sanders, Lee |
author_sort | Glassman, Jill |
collection | PubMed |
description | BACKGROUND: Parents’ use of mobile technologies may interfere with important parent-child interactions that are critical to healthy child development. This phenomenon is known as technoference. However, little is known about the population-wide awareness of this problem and the acceptability of artificial intelligence (AI)–based tools that help with mitigating technoference. OBJECTIVE: This study aims to assess parents’ awareness of technoference and its harms, the acceptability of AI tools for mitigating technoference, and how each of these constructs vary across sociodemographic factors. METHODS: We administered a web-based survey to a nationally representative sample of parents of children aged ≤5 years. Parents’ perceptions that their own technology use had risen to potentially problematic levels in general, their perceptions of their own parenting technoference, and the degree to which they found AI tools for mitigating technoference acceptable were assessed by using adaptations of previously validated scales. Multiple regression and mediation analyses were used to assess the relationships between these scales and each of the 6 sociodemographic factors (parent age, sex, language, ethnicity, educational attainment, and family income). RESULTS: Of the 305 respondents, 280 provided data that met the established standards for analysis. Parents reported that a mean of 3.03 devices (SD 2.07) interfered daily in their interactions with their child. Almost two-thirds of the parents agreed with the statements “I am worried about the impact of my mobile electronic device use on my child” and “Using a computer-assisted coach while caring for my child would help me notice more quickly when my device use is interfering with my caregiving” (187/281, 66.5% and 184/282, 65.1%, respectively). Younger age, Hispanic ethnicity, and Spanish language spoken at home were associated with increased technoference awareness. Compared to parents’ perceived technoference and sociodemographic factors, parents’ perceptions of their own problematic technology use was the factor that was most associated with the acceptance of AI tools. CONCLUSIONS: Parents reported high levels of mobile device use and technoference around their youngest children. Most parents across a wide sociodemographic spectrum, especially younger parents, found the use of AI tools to help mitigate technoference during parent-child daily interaction acceptable and useful. |
format | Online Article Text |
id | pubmed-8074848 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-80748482021-05-06 Parents’ Perspectives on Using Artificial Intelligence to Reduce Technology Interference During Early Childhood: Cross-sectional Online Survey Glassman, Jill Humphreys, Kathryn Yeung, Serena Smith, Michelle Jauregui, Adam Milstein, Arnold Sanders, Lee J Med Internet Res Original Paper BACKGROUND: Parents’ use of mobile technologies may interfere with important parent-child interactions that are critical to healthy child development. This phenomenon is known as technoference. However, little is known about the population-wide awareness of this problem and the acceptability of artificial intelligence (AI)–based tools that help with mitigating technoference. OBJECTIVE: This study aims to assess parents’ awareness of technoference and its harms, the acceptability of AI tools for mitigating technoference, and how each of these constructs vary across sociodemographic factors. METHODS: We administered a web-based survey to a nationally representative sample of parents of children aged ≤5 years. Parents’ perceptions that their own technology use had risen to potentially problematic levels in general, their perceptions of their own parenting technoference, and the degree to which they found AI tools for mitigating technoference acceptable were assessed by using adaptations of previously validated scales. Multiple regression and mediation analyses were used to assess the relationships between these scales and each of the 6 sociodemographic factors (parent age, sex, language, ethnicity, educational attainment, and family income). RESULTS: Of the 305 respondents, 280 provided data that met the established standards for analysis. Parents reported that a mean of 3.03 devices (SD 2.07) interfered daily in their interactions with their child. Almost two-thirds of the parents agreed with the statements “I am worried about the impact of my mobile electronic device use on my child” and “Using a computer-assisted coach while caring for my child would help me notice more quickly when my device use is interfering with my caregiving” (187/281, 66.5% and 184/282, 65.1%, respectively). Younger age, Hispanic ethnicity, and Spanish language spoken at home were associated with increased technoference awareness. Compared to parents’ perceived technoference and sociodemographic factors, parents’ perceptions of their own problematic technology use was the factor that was most associated with the acceptance of AI tools. CONCLUSIONS: Parents reported high levels of mobile device use and technoference around their youngest children. Most parents across a wide sociodemographic spectrum, especially younger parents, found the use of AI tools to help mitigate technoference during parent-child daily interaction acceptable and useful. JMIR Publications 2021-03-15 /pmc/articles/PMC8074848/ /pubmed/33720026 http://dx.doi.org/10.2196/19461 Text en ©Jill Glassman, Kathryn Humphreys, Serena Yeung, Michelle Smith, Adam Jauregui, Arnold Milstein, Lee Sanders. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 15.03.2021. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on http://www.jmir.org/, as well as this copyright and license information must be included. |
spellingShingle | Original Paper Glassman, Jill Humphreys, Kathryn Yeung, Serena Smith, Michelle Jauregui, Adam Milstein, Arnold Sanders, Lee Parents’ Perspectives on Using Artificial Intelligence to Reduce Technology Interference During Early Childhood: Cross-sectional Online Survey |
title | Parents’ Perspectives on Using Artificial Intelligence to Reduce Technology Interference During Early Childhood: Cross-sectional Online Survey |
title_full | Parents’ Perspectives on Using Artificial Intelligence to Reduce Technology Interference During Early Childhood: Cross-sectional Online Survey |
title_fullStr | Parents’ Perspectives on Using Artificial Intelligence to Reduce Technology Interference During Early Childhood: Cross-sectional Online Survey |
title_full_unstemmed | Parents’ Perspectives on Using Artificial Intelligence to Reduce Technology Interference During Early Childhood: Cross-sectional Online Survey |
title_short | Parents’ Perspectives on Using Artificial Intelligence to Reduce Technology Interference During Early Childhood: Cross-sectional Online Survey |
title_sort | parents’ perspectives on using artificial intelligence to reduce technology interference during early childhood: cross-sectional online survey |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8074848/ https://www.ncbi.nlm.nih.gov/pubmed/33720026 http://dx.doi.org/10.2196/19461 |
work_keys_str_mv | AT glassmanjill parentsperspectivesonusingartificialintelligencetoreducetechnologyinterferenceduringearlychildhoodcrosssectionalonlinesurvey AT humphreyskathryn parentsperspectivesonusingartificialintelligencetoreducetechnologyinterferenceduringearlychildhoodcrosssectionalonlinesurvey AT yeungserena parentsperspectivesonusingartificialintelligencetoreducetechnologyinterferenceduringearlychildhoodcrosssectionalonlinesurvey AT smithmichelle parentsperspectivesonusingartificialintelligencetoreducetechnologyinterferenceduringearlychildhoodcrosssectionalonlinesurvey AT jaureguiadam parentsperspectivesonusingartificialintelligencetoreducetechnologyinterferenceduringearlychildhoodcrosssectionalonlinesurvey AT milsteinarnold parentsperspectivesonusingartificialintelligencetoreducetechnologyinterferenceduringearlychildhoodcrosssectionalonlinesurvey AT sanderslee parentsperspectivesonusingartificialintelligencetoreducetechnologyinterferenceduringearlychildhoodcrosssectionalonlinesurvey |