Parents' Perspectives on Using Artificial Intelligence to Reduce Technology Interference During Early Childhood: Cross-sectional Online Survey
被引:5
|
作者:
Glassman, Jill
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机构:
Stanford Univ, Clin Excellence Res Ctr, Sch Med, 365 Lasuen St,308, Stanford, CA 94305 USAStanford Univ, Clin Excellence Res Ctr, Sch Med, 365 Lasuen St,308, Stanford, CA 94305 USA
Glassman, Jill
[1
]
Humphreys, Kathryn
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机构:
Vanderbilt Univ, Dept Psychol & Human Dev, Nashville, TN 37235 USAStanford Univ, Clin Excellence Res Ctr, Sch Med, 365 Lasuen St,308, Stanford, CA 94305 USA
Humphreys, Kathryn
[2
]
Yeung, Serena
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机构:
Stanford Univ, Sch Med, Dept Biomed Data Sci, Stanford, CA 94305 USAStanford Univ, Clin Excellence Res Ctr, Sch Med, 365 Lasuen St,308, Stanford, CA 94305 USA
Yeung, Serena
[3
]
Smith, Michelle
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机构:
Stanford Univ, Sch Med, Div Gen Pediat, Stanford, CA 94305 USAStanford Univ, Clin Excellence Res Ctr, Sch Med, 365 Lasuen St,308, Stanford, CA 94305 USA
Smith, Michelle
[4
]
Jauregui, Adam
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Stanford Univ, Clin Excellence Res Ctr, Sch Med, 365 Lasuen St,308, Stanford, CA 94305 USAStanford Univ, Clin Excellence Res Ctr, Sch Med, 365 Lasuen St,308, Stanford, CA 94305 USA
Jauregui, Adam
[1
]
Milstein, Arnold
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Stanford Univ, Clin Excellence Res Ctr, Sch Med, 365 Lasuen St,308, Stanford, CA 94305 USAStanford Univ, Clin Excellence Res Ctr, Sch Med, 365 Lasuen St,308, Stanford, CA 94305 USA
Milstein, Arnold
[1
]
Sanders, Lee
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Stanford Univ, Sch Med, Div Gen Pediat, Stanford, CA 94305 USAStanford Univ, Clin Excellence Res Ctr, Sch Med, 365 Lasuen St,308, Stanford, CA 94305 USA
Sanders, Lee
[4
]
机构:
[1] Stanford Univ, Clin Excellence Res Ctr, Sch Med, 365 Lasuen St,308, Stanford, CA 94305 USA
[2] Vanderbilt Univ, Dept Psychol & Human Dev, Nashville, TN 37235 USA
[3] Stanford Univ, Sch Med, Dept Biomed Data Sci, Stanford, CA 94305 USA
[4] Stanford Univ, Sch Med, Div Gen Pediat, Stanford, CA 94305 USA
parenting;
digital technology;
mobile phone;
child development;
artificial intelligence;
YOUNG-CHILDREN;
EMOTIONAL INTELLIGENCE;
COMPUTER VISION;
INTERVENTIONS;
ACCEPTANCE;
ECONOMICS;
BEHAVIOR;
D O I:
10.2196/19461
中图分类号:
R19 [保健组织与事业(卫生事业管理)];
学科分类号:
摘要:
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.
机构:
Peking Univ, Sch Publ Hlth, Dept Maternal & Child Hlth, Beijing, Peoples R ChinaPeking Univ, Sch Publ Hlth, Dept Maternal & Child Hlth, Beijing, Peoples R China
Wu, Tianchen
Niu, Jieqiong
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机构:
Peking Univ, Sch Publ Hlth, Dept Maternal & Child Hlth, Beijing, Peoples R ChinaPeking Univ, Sch Publ Hlth, Dept Maternal & Child Hlth, Beijing, Peoples R China
Niu, Jieqiong
Yin, Xiaohan
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h-index: 0
机构:
Peking Univ, Sch Publ Hlth, Dept Maternal & Child Hlth, Beijing, Peoples R ChinaPeking Univ, Sch Publ Hlth, Dept Maternal & Child Hlth, Beijing, Peoples R China
Yin, Xiaohan
Zhao, Chunxia
论文数: 0引用数: 0
h-index: 0
机构:
United Nations Childrens Fund China Off, Sect Hlth Nutr & Water Environm & Sanitat, Beijing, Peoples R ChinaPeking Univ, Sch Publ Hlth, Dept Maternal & Child Hlth, Beijing, Peoples R China
Zhao, Chunxia
Huang, Xiaona
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机构:
United Nations Childrens Fund China Off, Sect Hlth Nutr & Water Environm & Sanitat, Beijing, Peoples R ChinaPeking Univ, Sch Publ Hlth, Dept Maternal & Child Hlth, Beijing, Peoples R China
Huang, Xiaona
Wang, Xiaoli
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机构:
Peking Univ, Sch Publ Hlth, Dept Maternal & Child Hlth, Beijing, Peoples R China
Natl Hlth Commiss, Key Lab Reprod Hlth, Beijing, Peoples R ChinaPeking Univ, Sch Publ Hlth, Dept Maternal & Child Hlth, Beijing, Peoples R China
机构:
Li Ka Shing Knowledge Inst, Keenan Res Ctr, Toronto, ON, Canada
St Michaels Hosp, Dept Family & Community Med, Toronto, ON M5B 1W8, Canada
Univ Toronto, Toronto, ON, CanadaLi Ka Shing Knowledge Inst, Keenan Res Ctr, Toronto, ON, Canada
Persaud, Navindra
Maguire, Jonathon L.
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机构:
Li Ka Shing Knowledge Inst, Keenan Res Ctr, Toronto, ON, Canada
Hosp Sick Children, Div Pediat Med, Toronto, ON M5G 1X8, Canada
Hosp Sick Children, Pediat Outcomes Res Team PORT, Toronto, ON M5G 1X8, Canada
Univ Toronto, Dept Pediat, Toronto, ON, CanadaLi Ka Shing Knowledge Inst, Keenan Res Ctr, Toronto, ON, Canada
Maguire, Jonathon L.
Lebovic, Gerald
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h-index: 0
机构:
Li Ka Shing Knowledge Inst, Keenan Res Ctr, Toronto, ON, CanadaLi Ka Shing Knowledge Inst, Keenan Res Ctr, Toronto, ON, Canada
Lebovic, Gerald
Carsley, Sarah
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机构:Li Ka Shing Knowledge Inst, Keenan Res Ctr, Toronto, ON, Canada
Carsley, Sarah
Khovratovich, Marina
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机构:Li Ka Shing Knowledge Inst, Keenan Res Ctr, Toronto, ON, Canada
Khovratovich, Marina
Simpson, Janis A. Randall
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机构:
Univ Guelph, Guelph, ON N1G 2W1, CanadaLi Ka Shing Knowledge Inst, Keenan Res Ctr, Toronto, ON, Canada
Simpson, Janis A. Randall
McCrindle, Brian W.
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机构:
Univ Toronto, Dept Pediat, Toronto, ON, Canada
Hosp Sick Children, Div Cardiol, Toronto, ON M5G 1X8, CanadaLi Ka Shing Knowledge Inst, Keenan Res Ctr, Toronto, ON, Canada
McCrindle, Brian W.
Parkin, Patricia C.
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机构:
Hosp Sick Children, Div Pediat Med, Toronto, ON M5G 1X8, Canada
Hosp Sick Children, Pediat Outcomes Res Team PORT, Toronto, ON M5G 1X8, Canada
Univ Toronto, Dept Pediat, Toronto, ON, CanadaLi Ka Shing Knowledge Inst, Keenan Res Ctr, Toronto, ON, Canada
Parkin, Patricia C.
Birken, Catherine
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机构:
Hosp Sick Children, Div Pediat Med, Toronto, ON M5G 1X8, Canada
Hosp Sick Children, Pediat Outcomes Res Team PORT, Toronto, ON M5G 1X8, Canada
Univ Toronto, Dept Pediat, Toronto, ON, CanadaLi Ka Shing Knowledge Inst, Keenan Res Ctr, Toronto, ON, Canada
机构:
Virginia Commonwealth Univ, Div Gastroenterol Hepatol & Nutr, 1201 Broad Rock Blvd, Richmond, VA 23249 USA
McGuire VA Med Ctr, Richmond, VA USAVirginia Commonwealth Univ, Div Gastroenterol Hepatol & Nutr, 1201 Broad Rock Blvd, Richmond, VA 23249 USA
Acharya, Chathur
Sehrawat, Tejasav S.
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Mayo Clin, Div Gastroenterol & Hepatol, Sch Med, Rochester, MN USAVirginia Commonwealth Univ, Div Gastroenterol Hepatol & Nutr, 1201 Broad Rock Blvd, Richmond, VA 23249 USA
Sehrawat, Tejasav S.
McGuire, Deborah B.
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Virginia Commonwealth Univ, Div Gastroenterol Hepatol & Nutr, 1201 Broad Rock Blvd, Richmond, VA 23249 USA
McGuire VA Med Ctr, Richmond, VA USAVirginia Commonwealth Univ, Div Gastroenterol Hepatol & Nutr, 1201 Broad Rock Blvd, Richmond, VA 23249 USA
McGuire, Deborah B.
Shaw, Jawaid
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h-index: 0
机构:
Virginia Commonwealth Univ, Div Gastroenterol Hepatol & Nutr, 1201 Broad Rock Blvd, Richmond, VA 23249 USA
McGuire VA Med Ctr, Richmond, VA USAVirginia Commonwealth Univ, Div Gastroenterol Hepatol & Nutr, 1201 Broad Rock Blvd, Richmond, VA 23249 USA
Shaw, Jawaid
Fagan, Andrew
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h-index: 0
机构:
Virginia Commonwealth Univ, Div Gastroenterol Hepatol & Nutr, 1201 Broad Rock Blvd, Richmond, VA 23249 USA
McGuire VA Med Ctr, Richmond, VA USAVirginia Commonwealth Univ, Div Gastroenterol Hepatol & Nutr, 1201 Broad Rock Blvd, Richmond, VA 23249 USA
Fagan, Andrew
McGeorge, Sara
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h-index: 0
机构:
Virginia Commonwealth Univ, Div Gastroenterol Hepatol & Nutr, 1201 Broad Rock Blvd, Richmond, VA 23249 USA
McGuire VA Med Ctr, Richmond, VA USAVirginia Commonwealth Univ, Div Gastroenterol Hepatol & Nutr, 1201 Broad Rock Blvd, Richmond, VA 23249 USA
McGeorge, Sara
Olofson, Amy
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Mayo Clin, Div Gastroenterol & Hepatol, Sch Med, Rochester, MN USAVirginia Commonwealth Univ, Div Gastroenterol Hepatol & Nutr, 1201 Broad Rock Blvd, Richmond, VA 23249 USA
Olofson, Amy
White, Melanie B.
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Virginia Commonwealth Univ, Div Gastroenterol Hepatol & Nutr, 1201 Broad Rock Blvd, Richmond, VA 23249 USA
McGuire VA Med Ctr, Richmond, VA USAVirginia Commonwealth Univ, Div Gastroenterol Hepatol & Nutr, 1201 Broad Rock Blvd, Richmond, VA 23249 USA
White, Melanie B.
Gavis, Edith
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h-index: 0
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Virginia Commonwealth Univ, Div Gastroenterol Hepatol & Nutr, 1201 Broad Rock Blvd, Richmond, VA 23249 USA
McGuire VA Med Ctr, Richmond, VA USAVirginia Commonwealth Univ, Div Gastroenterol Hepatol & Nutr, 1201 Broad Rock Blvd, Richmond, VA 23249 USA
Gavis, Edith
Kamath, Patrick S.
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h-index: 0
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Mayo Clin, Div Gastroenterol & Hepatol, Sch Med, Rochester, MN USAVirginia Commonwealth Univ, Div Gastroenterol Hepatol & Nutr, 1201 Broad Rock Blvd, Richmond, VA 23249 USA
Kamath, Patrick S.
Bergstrom, Lori
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Mayo Clin, Div Gastroenterol & Hepatol, Sch Med, Rochester, MN USAVirginia Commonwealth Univ, Div Gastroenterol Hepatol & Nutr, 1201 Broad Rock Blvd, Richmond, VA 23249 USA
Bergstrom, Lori
Bajaj, Jasmohan Singh
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Virginia Commonwealth Univ, Div Gastroenterol Hepatol & Nutr, 1201 Broad Rock Blvd, Richmond, VA 23249 USA
McGuire VA Med Ctr, Richmond, VA USAVirginia Commonwealth Univ, Div Gastroenterol Hepatol & Nutr, 1201 Broad Rock Blvd, Richmond, VA 23249 USA
机构:
Natl Univ Singapore, Alice Lee Ctr Nursing Studies, Yong Loo Lin Sch Med, Singapore, SingaporeNatl Univ Singapore, Alice Lee Ctr Nursing Studies, Yong Loo Lin Sch Med, Singapore, Singapore
Chew, Han Shi Jocelyn
Achananuparp, Palakorn
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Singapore Management Univ, Sch Comp & Informat Syst, Singapore, SingaporeNatl Univ Singapore, Alice Lee Ctr Nursing Studies, Yong Loo Lin Sch Med, Singapore, Singapore
Achananuparp, Palakorn
Dalakoti, Mayank
论文数: 0引用数: 0
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机构:
Natl Univ Heart Ctr, Dept Cardiol, Singapore, SingaporeNatl Univ Singapore, Alice Lee Ctr Nursing Studies, Yong Loo Lin Sch Med, Singapore, Singapore
Dalakoti, Mayank
Chew, Nicholas W. S.
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Natl Univ Heart Ctr, Dept Cardiol, Singapore, SingaporeNatl Univ Singapore, Alice Lee Ctr Nursing Studies, Yong Loo Lin Sch Med, Singapore, Singapore
Chew, Nicholas W. S.
Chin, Yip Han
论文数: 0引用数: 0
h-index: 0
机构:
Natl Univ Singapore, Yong Loo Lin Sch Med, Singapore, SingaporeNatl Univ Singapore, Alice Lee Ctr Nursing Studies, Yong Loo Lin Sch Med, Singapore, Singapore
Chin, Yip Han
Gao, Yujia
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h-index: 0
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Natl Univ Singapore Hosp, Dept Surg, Div Hepatobiliary & Pancreat Surg, Singapore, SingaporeNatl Univ Singapore, Alice Lee Ctr Nursing Studies, Yong Loo Lin Sch Med, Singapore, Singapore
Gao, Yujia
So, Bok Yan Jimmy
论文数: 0引用数: 0
h-index: 0
机构:
Natl Univ Singapore Hosp, Dept Surg, Div Gen Surg Upper Gastrointestinal Surg, Singapore, SingaporeNatl Univ Singapore, Alice Lee Ctr Nursing Studies, Yong Loo Lin Sch Med, Singapore, Singapore
So, Bok Yan Jimmy
Shabbir, Asim
论文数: 0引用数: 0
h-index: 0
机构:
Natl Univ Singapore Hosp, Dept Surg, Div Gen Surg Upper Gastrointestinal Surg, Singapore, SingaporeNatl Univ Singapore, Alice Lee Ctr Nursing Studies, Yong Loo Lin Sch Med, Singapore, Singapore
Shabbir, Asim
Peng, Lim Ee
论文数: 0引用数: 0
h-index: 0
机构:
Singapore Management Univ, Sch Comp & Informat Syst, Singapore, SingaporeNatl Univ Singapore, Alice Lee Ctr Nursing Studies, Yong Loo Lin Sch Med, Singapore, Singapore
Peng, Lim Ee
Ngiam, Kee Yuan
论文数: 0引用数: 0
h-index: 0
机构:
Natl Univ Singapore Hosp, Dept Surg, Div Gen Surg Upper Gastrointestinal Surg, Singapore, SingaporeNatl Univ Singapore, Alice Lee Ctr Nursing Studies, Yong Loo Lin Sch Med, Singapore, Singapore