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The Family Level Assessment of Screen Use–Mobile Approach: Development of an Approach to Measure Children’s Mobile Device Use
BACKGROUND: There is a strong association between increased mobile device use and worse dietary habits, worse sleep outcomes, and poor academic performance in children. Self-report or parent-proxy report of children’s screen time has been the most common method of measuring screen time, which may be...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9636534/ https://www.ncbi.nlm.nih.gov/pubmed/36269651 http://dx.doi.org/10.2196/40452 |
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author | Perez, Oriana Kumar Vadathya, Anil Beltran, Alicia Barnett, R Matthew Hindera, Olivia Garza, Tatyana Musaad, Salma M Baranowski, Tom Hughes, Sheryl O Mendoza, Jason A Sabharwal, Ashutosh Veeraraghavan, Ashok O'Connor, Teresia M |
author_facet | Perez, Oriana Kumar Vadathya, Anil Beltran, Alicia Barnett, R Matthew Hindera, Olivia Garza, Tatyana Musaad, Salma M Baranowski, Tom Hughes, Sheryl O Mendoza, Jason A Sabharwal, Ashutosh Veeraraghavan, Ashok O'Connor, Teresia M |
author_sort | Perez, Oriana |
collection | PubMed |
description | BACKGROUND: There is a strong association between increased mobile device use and worse dietary habits, worse sleep outcomes, and poor academic performance in children. Self-report or parent-proxy report of children’s screen time has been the most common method of measuring screen time, which may be imprecise or biased. OBJECTIVE: The objective of this study was to assess the feasibility of measuring the screen time of children on mobile devices using the Family Level Assessment of Screen Use (FLASH)–mobile approach, an innovative method that leverages the existing features of the Android platform. METHODS: This pilot study consisted of 2 laboratory-based observational feasibility studies and 2 home-based feasibility studies in the United States. A total of 48 parent-child dyads consisting of a parent and child aged 6 to 11 years participated in the pilot study. The children had to have their own or shared Android device. The laboratory-based studies included a standardized series of tasks while using the mobile device or watching television, which were video recorded. Video recordings were coded by staff for a gold standard comparison. The home-based studies instructed the parent-child dyads to use their mobile device as they typically use it over 3 days. Parents received a copy of the use logs at the end of the study and completed an exit interview in which they were asked to review their logs and share their perceptions and suggestions for the improvement of the FLASH-mobile approach. RESULTS: The final version of the FLASH-mobile approach resulted in user identification compliance rates of >90% for smartphones and >80% for tablets. For laboratory-based studies, a mean agreement of 73.6% (SD 16.15%) was achieved compared with the gold standard (human coding of video recordings) in capturing the target child’s mobile use. Qualitative feedback from parents and children revealed that parents found the FLASH-mobile approach useful for tracking how much time their child spends using the mobile device as well as tracking the apps they used. Some parents revealed concerns over privacy and provided suggestions for improving the FLASH-mobile approach. CONCLUSIONS: The FLASH-mobile approach offers an important new research approach to measure children’s use of mobile devices more accurately across several days, even when the child shares the device with other family members. With additional enhancement and validation studies, this approach can significantly advance the measurement of mobile device use among young children. |
format | Online Article Text |
id | pubmed-9636534 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-96365342022-11-06 The Family Level Assessment of Screen Use–Mobile Approach: Development of an Approach to Measure Children’s Mobile Device Use Perez, Oriana Kumar Vadathya, Anil Beltran, Alicia Barnett, R Matthew Hindera, Olivia Garza, Tatyana Musaad, Salma M Baranowski, Tom Hughes, Sheryl O Mendoza, Jason A Sabharwal, Ashutosh Veeraraghavan, Ashok O'Connor, Teresia M JMIR Form Res Original Paper BACKGROUND: There is a strong association between increased mobile device use and worse dietary habits, worse sleep outcomes, and poor academic performance in children. Self-report or parent-proxy report of children’s screen time has been the most common method of measuring screen time, which may be imprecise or biased. OBJECTIVE: The objective of this study was to assess the feasibility of measuring the screen time of children on mobile devices using the Family Level Assessment of Screen Use (FLASH)–mobile approach, an innovative method that leverages the existing features of the Android platform. METHODS: This pilot study consisted of 2 laboratory-based observational feasibility studies and 2 home-based feasibility studies in the United States. A total of 48 parent-child dyads consisting of a parent and child aged 6 to 11 years participated in the pilot study. The children had to have their own or shared Android device. The laboratory-based studies included a standardized series of tasks while using the mobile device or watching television, which were video recorded. Video recordings were coded by staff for a gold standard comparison. The home-based studies instructed the parent-child dyads to use their mobile device as they typically use it over 3 days. Parents received a copy of the use logs at the end of the study and completed an exit interview in which they were asked to review their logs and share their perceptions and suggestions for the improvement of the FLASH-mobile approach. RESULTS: The final version of the FLASH-mobile approach resulted in user identification compliance rates of >90% for smartphones and >80% for tablets. For laboratory-based studies, a mean agreement of 73.6% (SD 16.15%) was achieved compared with the gold standard (human coding of video recordings) in capturing the target child’s mobile use. Qualitative feedback from parents and children revealed that parents found the FLASH-mobile approach useful for tracking how much time their child spends using the mobile device as well as tracking the apps they used. Some parents revealed concerns over privacy and provided suggestions for improving the FLASH-mobile approach. CONCLUSIONS: The FLASH-mobile approach offers an important new research approach to measure children’s use of mobile devices more accurately across several days, even when the child shares the device with other family members. With additional enhancement and validation studies, this approach can significantly advance the measurement of mobile device use among young children. JMIR Publications 2022-10-21 /pmc/articles/PMC9636534/ /pubmed/36269651 http://dx.doi.org/10.2196/40452 Text en ©Oriana Perez, Anil Kumar Vadathya, Alicia Beltran, R Matthew Barnett, Olivia Hindera, Tatyana Garza, Salma M Musaad, Tom Baranowski, Sheryl O Hughes, Jason A Mendoza, Ashutosh Sabharwal, Ashok Veeraraghavan, Teresia M O'Connor. Originally published in JMIR Formative Research (https://formative.jmir.org), 21.10.2022. 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 JMIR Formative Research, is properly cited. The complete bibliographic information, a link to the original publication on https://formative.jmir.org, as well as this copyright and license information must be included. |
spellingShingle | Original Paper Perez, Oriana Kumar Vadathya, Anil Beltran, Alicia Barnett, R Matthew Hindera, Olivia Garza, Tatyana Musaad, Salma M Baranowski, Tom Hughes, Sheryl O Mendoza, Jason A Sabharwal, Ashutosh Veeraraghavan, Ashok O'Connor, Teresia M The Family Level Assessment of Screen Use–Mobile Approach: Development of an Approach to Measure Children’s Mobile Device Use |
title | The Family Level Assessment of Screen Use–Mobile Approach: Development of an Approach to Measure Children’s Mobile Device Use |
title_full | The Family Level Assessment of Screen Use–Mobile Approach: Development of an Approach to Measure Children’s Mobile Device Use |
title_fullStr | The Family Level Assessment of Screen Use–Mobile Approach: Development of an Approach to Measure Children’s Mobile Device Use |
title_full_unstemmed | The Family Level Assessment of Screen Use–Mobile Approach: Development of an Approach to Measure Children’s Mobile Device Use |
title_short | The Family Level Assessment of Screen Use–Mobile Approach: Development of an Approach to Measure Children’s Mobile Device Use |
title_sort | family level assessment of screen use–mobile approach: development of an approach to measure children’s mobile device use |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9636534/ https://www.ncbi.nlm.nih.gov/pubmed/36269651 http://dx.doi.org/10.2196/40452 |
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