Associations of Social Media Use With Physical Activity and Sleep Adequacy Among Adolescents: Cross-Sectional Survey
Adolescents' use of social media, which has increased considerably in the past decade, has both positive and negative influences on adolescents' health and health behaviors. As social media is the most prominent communication tool of choice for adolescents, it is important to understand th...
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description | Adolescents' use of social media, which has increased considerably in the past decade, has both positive and negative influences on adolescents' health and health behaviors. As social media is the most prominent communication tool of choice for adolescents, it is important to understand the relationship between the frequency of social media use and health behaviors among this population.
The objective of our study was to examine the associations between the frequency of social media use and physical activity and sleep adequacy among middle and high school students.
We used data from the Monitoring the Future survey (2014 and 2015), a nationally representative, annual, cross-sectional survey of American 8th-, 10th-, and 12th-grade students (N=43,994). Health behaviors examined were frequency of vigorous physical activity and frequency of getting 7 hours of sleep (never/seldom, sometimes, and every day/nearly every day). We measured frequency of social media use using a Likert-like scale (never, a few times a year, 1-2 times a month, once a week, or every day). Multivariable generalized ordered logistic regressions examined the association of social media use with different levels of physical activity and sleep. We estimated marginal effects (MEs) for the main independent variable (social media use frequency) by holding all other variables at their observed values.
The study population comprised 51.13% (21,276/42,067) female students, 37.48% (17,160/43,994) from the South, and 80.07% (34,953/43,994) from a metropolitan area, with 76.90% (33,831/43,994) reporting using social media every day. Among physically active students, frequent social media use was associated with a higher likelihood of vigorous daily exercise (ME 50.1%, 95% CI 49.2%-51.0%). Among sedentary students, frequent social media use was associated with a lower likelihood of vigorous daily exercise (ME 15.8%, 95% CI 15.1%-16.4%). Moderately active students who used social media once or twice a month had the highest likelihood of reporting vigorous daily exercise (ME 42.0%, 95% CI 37.6%-46.3%). Among those who normally got adequate sleep, daily social media users were least likely to report adequate sleep (ME 41.3%, 95% CI 40.4%-42.1%). Among those who were usually sleep deprived, daily social media users were more likely to report adequate sleep (ME 18.3%, 95% CI 17.6%-19.0%).
Regular social media use every day was associated with a reinforcement of health behaviors at both extremes of health |
doi_str_mv | 10.2196/14290 |
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The objective of our study was to examine the associations between the frequency of social media use and physical activity and sleep adequacy among middle and high school students.
We used data from the Monitoring the Future survey (2014 and 2015), a nationally representative, annual, cross-sectional survey of American 8th-, 10th-, and 12th-grade students (N=43,994). Health behaviors examined were frequency of vigorous physical activity and frequency of getting 7 hours of sleep (never/seldom, sometimes, and every day/nearly every day). We measured frequency of social media use using a Likert-like scale (never, a few times a year, 1-2 times a month, once a week, or every day). Multivariable generalized ordered logistic regressions examined the association of social media use with different levels of physical activity and sleep. We estimated marginal effects (MEs) for the main independent variable (social media use frequency) by holding all other variables at their observed values.
The study population comprised 51.13% (21,276/42,067) female students, 37.48% (17,160/43,994) from the South, and 80.07% (34,953/43,994) from a metropolitan area, with 76.90% (33,831/43,994) reporting using social media every day. Among physically active students, frequent social media use was associated with a higher likelihood of vigorous daily exercise (ME 50.1%, 95% CI 49.2%-51.0%). Among sedentary students, frequent social media use was associated with a lower likelihood of vigorous daily exercise (ME 15.8%, 95% CI 15.1%-16.4%). Moderately active students who used social media once or twice a month had the highest likelihood of reporting vigorous daily exercise (ME 42.0%, 95% CI 37.6%-46.3%). Among those who normally got adequate sleep, daily social media users were least likely to report adequate sleep (ME 41.3%, 95% CI 40.4%-42.1%). Among those who were usually sleep deprived, daily social media users were more likely to report adequate sleep (ME 18.3%, 95% CI 17.6%-19.0%).
Regular social media use every day was associated with a reinforcement of health behaviors at both extremes of health behaviors, whereas a medium intensity of social media use was associated with the highest levels of physical activity and lowest sleep adequacy among those with moderate health behaviors. Hence, finding an optimal level of social media use that is beneficial to a variety of health behaviors would be most beneficial to adolescents who are in the middle of the health behavior spectrum.</description><identifier>ISSN: 1438-8871</identifier><identifier>ISSN: 1439-4456</identifier><identifier>EISSN: 1438-8871</identifier><identifier>DOI: 10.2196/14290</identifier><identifier>PMID: 31215512</identifier><language>eng</language><publisher>Canada: Journal of Medical Internet Research</publisher><subject>Adequacy ; Adolescent ; Adolescent Behavior - psychology ; Adolescents ; Cross-Sectional Studies ; Exercise ; Exercise - psychology ; Extremes ; Female ; Health behavior ; High school students ; High schools ; Humans ; Male ; Mass media ; Original Paper ; Physical activity ; Physical fitness ; Polls & surveys ; Reinforcement ; Secondary schools ; Sedentary ; Sleep ; Sleep - physiology ; Sleep deprivation ; Social aspects ; Social media ; Social Media - trends ; Social networks ; Students ; Surveys ; Surveys and Questionnaires ; Teenagers ; User behavior ; Youth</subject><ispartof>Journal of medical Internet research, 2019-06, Vol.21 (6), p.e14290-e14290</ispartof><rights>Sandhya V Shimoga, Erlyana Erlyana, Vida Rebello. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 18.06.2019.</rights><rights>COPYRIGHT 2019 Journal of Medical Internet Research</rights><rights>Copyright Gunther Eysenbach MD MPH, Associate Professor Jun 2019</rights><rights>Sandhya V Shimoga, Erlyana Erlyana, Vida Rebello. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 18.06.2019. 2019</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c492t-f22df17ac2382bb3097a504571f0838dd60c23a8ccd0b3255e40233dd61cc6ad3</citedby><cites>FETCH-LOGICAL-c492t-f22df17ac2382bb3097a504571f0838dd60c23a8ccd0b3255e40233dd61cc6ad3</cites><orcidid>0000-0002-6679-6916 ; 0000-0002-2527-9103 ; 0000-0002-8039-3806</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,727,780,784,864,885,27924,27925,30999</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31215512$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Shimoga, Sandhya V</creatorcontrib><creatorcontrib>Erlyana, Erlyana</creatorcontrib><creatorcontrib>Rebello, Vida</creatorcontrib><title>Associations of Social Media Use With Physical Activity and Sleep Adequacy Among Adolescents: Cross-Sectional Survey</title><title>Journal of medical Internet research</title><addtitle>J Med Internet Res</addtitle><description>Adolescents' use of social media, which has increased considerably in the past decade, has both positive and negative influences on adolescents' health and health behaviors. As social media is the most prominent communication tool of choice for adolescents, it is important to understand the relationship between the frequency of social media use and health behaviors among this population.
The objective of our study was to examine the associations between the frequency of social media use and physical activity and sleep adequacy among middle and high school students.
We used data from the Monitoring the Future survey (2014 and 2015), a nationally representative, annual, cross-sectional survey of American 8th-, 10th-, and 12th-grade students (N=43,994). Health behaviors examined were frequency of vigorous physical activity and frequency of getting 7 hours of sleep (never/seldom, sometimes, and every day/nearly every day). We measured frequency of social media use using a Likert-like scale (never, a few times a year, 1-2 times a month, once a week, or every day). Multivariable generalized ordered logistic regressions examined the association of social media use with different levels of physical activity and sleep. We estimated marginal effects (MEs) for the main independent variable (social media use frequency) by holding all other variables at their observed values.
The study population comprised 51.13% (21,276/42,067) female students, 37.48% (17,160/43,994) from the South, and 80.07% (34,953/43,994) from a metropolitan area, with 76.90% (33,831/43,994) reporting using social media every day. Among physically active students, frequent social media use was associated with a higher likelihood of vigorous daily exercise (ME 50.1%, 95% CI 49.2%-51.0%). Among sedentary students, frequent social media use was associated with a lower likelihood of vigorous daily exercise (ME 15.8%, 95% CI 15.1%-16.4%). Moderately active students who used social media once or twice a month had the highest likelihood of reporting vigorous daily exercise (ME 42.0%, 95% CI 37.6%-46.3%). Among those who normally got adequate sleep, daily social media users were least likely to report adequate sleep (ME 41.3%, 95% CI 40.4%-42.1%). Among those who were usually sleep deprived, daily social media users were more likely to report adequate sleep (ME 18.3%, 95% CI 17.6%-19.0%).
Regular social media use every day was associated with a reinforcement of health behaviors at both extremes of health behaviors, whereas a medium intensity of social media use was associated with the highest levels of physical activity and lowest sleep adequacy among those with moderate health behaviors. Hence, finding an optimal level of social media use that is beneficial to a variety of health behaviors would be most beneficial to adolescents who are in the middle of the health behavior spectrum.</description><subject>Adequacy</subject><subject>Adolescent</subject><subject>Adolescent Behavior - psychology</subject><subject>Adolescents</subject><subject>Cross-Sectional Studies</subject><subject>Exercise</subject><subject>Exercise - psychology</subject><subject>Extremes</subject><subject>Female</subject><subject>Health behavior</subject><subject>High school students</subject><subject>High schools</subject><subject>Humans</subject><subject>Male</subject><subject>Mass media</subject><subject>Original Paper</subject><subject>Physical activity</subject><subject>Physical fitness</subject><subject>Polls & surveys</subject><subject>Reinforcement</subject><subject>Secondary schools</subject><subject>Sedentary</subject><subject>Sleep</subject><subject>Sleep - physiology</subject><subject>Sleep deprivation</subject><subject>Social aspects</subject><subject>Social media</subject><subject>Social Media - trends</subject><subject>Social networks</subject><subject>Students</subject><subject>Surveys</subject><subject>Surveys and Questionnaires</subject><subject>Teenagers</subject><subject>User behavior</subject><subject>Youth</subject><issn>1438-8871</issn><issn>1439-4456</issn><issn>1438-8871</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>7QJ</sourceid><recordid>eNptkttO3DAQhq2qVaHAK1SWqkr0IuBTTr1AilY9IFFACqiXltee7Bol8RI7K_L2dQqlbFX5wp7xN_94xoPQESUnjJbZKRWsJK_QPhW8SIoip69fnPfQO-_vCGFElPQt2uOU0TSlbB-FynunrQrW9R67Btez1eIfYKzCtx7wTxvW-Ho9eaujv9LBbm2YsOoNrluADa4M3I9KT7jqXL-KpmvBa-iD_4wXg_M-qUHP-jG8HoctTIfoTaNaD0dP-wG6_frlZvE9ubj6dr6oLhItShaShjHT0Fxpxgu2XHJS5iolIs1pQwpeGJOReKUKrQ1ZcpamIAjjPPqp1pky_ACdPepuxmUHZn7ToFq5GWynhkk6ZeXuTW_XcuW2MstiGkqiwPGTwODuR_BBdjaW1raqBzd6yZjgouSCzOiHf9A7Nw6x5pnKSl4ISvK_1Eq1IG3fuJhXz6KyyiOVZoTzSJ38h4rLQGe166Gx0b8T8GknIDIBHsJKjd7L8_pyl_34yOr5bwZonvtBiZxHSf4epci9f9m8Z-rP7PBfTlXAwA</recordid><startdate>20190618</startdate><enddate>20190618</enddate><creator>Shimoga, Sandhya V</creator><creator>Erlyana, Erlyana</creator><creator>Rebello, Vida</creator><general>Journal of Medical Internet Research</general><general>Gunther Eysenbach MD MPH, Associate Professor</general><general>JMIR Publications</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>ISN</scope><scope>7QJ</scope><scope>E3H</scope><scope>F2A</scope><scope>K9.</scope><scope>NAPCQ</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-6679-6916</orcidid><orcidid>https://orcid.org/0000-0002-2527-9103</orcidid><orcidid>https://orcid.org/0000-0002-8039-3806</orcidid></search><sort><creationdate>20190618</creationdate><title>Associations of Social Media Use With Physical Activity and Sleep Adequacy Among Adolescents: Cross-Sectional Survey</title><author>Shimoga, Sandhya V ; Erlyana, Erlyana ; Rebello, Vida</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c492t-f22df17ac2382bb3097a504571f0838dd60c23a8ccd0b3255e40233dd61cc6ad3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Adequacy</topic><topic>Adolescent</topic><topic>Adolescent Behavior - psychology</topic><topic>Adolescents</topic><topic>Cross-Sectional Studies</topic><topic>Exercise</topic><topic>Exercise - psychology</topic><topic>Extremes</topic><topic>Female</topic><topic>Health behavior</topic><topic>High school students</topic><topic>High schools</topic><topic>Humans</topic><topic>Male</topic><topic>Mass media</topic><topic>Original Paper</topic><topic>Physical activity</topic><topic>Physical fitness</topic><topic>Polls & surveys</topic><topic>Reinforcement</topic><topic>Secondary schools</topic><topic>Sedentary</topic><topic>Sleep</topic><topic>Sleep - physiology</topic><topic>Sleep deprivation</topic><topic>Social aspects</topic><topic>Social media</topic><topic>Social Media - trends</topic><topic>Social networks</topic><topic>Students</topic><topic>Surveys</topic><topic>Surveys and Questionnaires</topic><topic>Teenagers</topic><topic>User behavior</topic><topic>Youth</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Shimoga, Sandhya V</creatorcontrib><creatorcontrib>Erlyana, Erlyana</creatorcontrib><creatorcontrib>Rebello, Vida</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale In Context: Canada</collection><collection>Applied Social Sciences Index & Abstracts (ASSIA)</collection><collection>Library & Information Sciences Abstracts (LISA)</collection><collection>Library & Information Science Abstracts (LISA)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Premium</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Journal of medical Internet research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Shimoga, Sandhya V</au><au>Erlyana, Erlyana</au><au>Rebello, Vida</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Associations of Social Media Use With Physical Activity and Sleep Adequacy Among Adolescents: Cross-Sectional Survey</atitle><jtitle>Journal of medical Internet research</jtitle><addtitle>J Med Internet Res</addtitle><date>2019-06-18</date><risdate>2019</risdate><volume>21</volume><issue>6</issue><spage>e14290</spage><epage>e14290</epage><pages>e14290-e14290</pages><issn>1438-8871</issn><issn>1439-4456</issn><eissn>1438-8871</eissn><abstract>Adolescents' use of social media, which has increased considerably in the past decade, has both positive and negative influences on adolescents' health and health behaviors. As social media is the most prominent communication tool of choice for adolescents, it is important to understand the relationship between the frequency of social media use and health behaviors among this population.
The objective of our study was to examine the associations between the frequency of social media use and physical activity and sleep adequacy among middle and high school students.
We used data from the Monitoring the Future survey (2014 and 2015), a nationally representative, annual, cross-sectional survey of American 8th-, 10th-, and 12th-grade students (N=43,994). Health behaviors examined were frequency of vigorous physical activity and frequency of getting 7 hours of sleep (never/seldom, sometimes, and every day/nearly every day). We measured frequency of social media use using a Likert-like scale (never, a few times a year, 1-2 times a month, once a week, or every day). Multivariable generalized ordered logistic regressions examined the association of social media use with different levels of physical activity and sleep. We estimated marginal effects (MEs) for the main independent variable (social media use frequency) by holding all other variables at their observed values.
The study population comprised 51.13% (21,276/42,067) female students, 37.48% (17,160/43,994) from the South, and 80.07% (34,953/43,994) from a metropolitan area, with 76.90% (33,831/43,994) reporting using social media every day. Among physically active students, frequent social media use was associated with a higher likelihood of vigorous daily exercise (ME 50.1%, 95% CI 49.2%-51.0%). Among sedentary students, frequent social media use was associated with a lower likelihood of vigorous daily exercise (ME 15.8%, 95% CI 15.1%-16.4%). Moderately active students who used social media once or twice a month had the highest likelihood of reporting vigorous daily exercise (ME 42.0%, 95% CI 37.6%-46.3%). Among those who normally got adequate sleep, daily social media users were least likely to report adequate sleep (ME 41.3%, 95% CI 40.4%-42.1%). Among those who were usually sleep deprived, daily social media users were more likely to report adequate sleep (ME 18.3%, 95% CI 17.6%-19.0%).
Regular social media use every day was associated with a reinforcement of health behaviors at both extremes of health behaviors, whereas a medium intensity of social media use was associated with the highest levels of physical activity and lowest sleep adequacy among those with moderate health behaviors. Hence, finding an optimal level of social media use that is beneficial to a variety of health behaviors would be most beneficial to adolescents who are in the middle of the health behavior spectrum.</abstract><cop>Canada</cop><pub>Journal of Medical Internet Research</pub><pmid>31215512</pmid><doi>10.2196/14290</doi><orcidid>https://orcid.org/0000-0002-6679-6916</orcidid><orcidid>https://orcid.org/0000-0002-2527-9103</orcidid><orcidid>https://orcid.org/0000-0002-8039-3806</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Adequacy Adolescent Adolescent Behavior - psychology Adolescents Cross-Sectional Studies Exercise Exercise - psychology Extremes Female Health behavior High school students High schools Humans Male Mass media Original Paper Physical activity Physical fitness Polls & surveys Reinforcement Secondary schools Sedentary Sleep Sleep - physiology Sleep deprivation Social aspects Social media Social Media - trends Social networks Students Surveys Surveys and Questionnaires Teenagers User behavior Youth |
title | Associations of Social Media Use With Physical Activity and Sleep Adequacy Among Adolescents: Cross-Sectional Survey |
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