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  1. Article ; Online: Mental Health and Behavior of College Students During the Early Phases of the COVID-19 Pandemic: Longitudinal Smartphone and Ecological Momentary Assessment Study.

    Huckins, Jeremy F / daSilva, Alex W / Wang, Weichen / Hedlund, Elin / Rogers, Courtney / Nepal, Subigya K / Wu, Jialing / Obuchi, Mikio / Murphy, Eilis I / Meyer, Meghan L / Wagner, Dylan D / Holtzheimer, Paul E / Campbell, Andrew T

    Journal of medical Internet research

    2020  Volume 22, Issue 6, Page(s) e20185

    Abstract: ... have the behaviors and mental health of the participants changed in response to the COVID-19 pandemic ... with fluctuations in COVID-19 news reporting. While this large-scale shift in mental health and behavior is ... By combining mobile phone sensing and self-reported mental health data among college students who have been ...

    Abstract Background: The vast majority of people worldwide have been impacted by coronavirus disease (COVID-19). In addition to the millions of individuals who have been infected with the disease, billions of individuals have been asked or required by local and national governments to change their behavioral patterns. Previous research on epidemics or traumatic events suggests that this can lead to profound behavioral and mental health changes; however, researchers are rarely able to track these changes with frequent, near-real-time sampling or compare their findings to previous years of data for the same individuals.
    Objective: By combining mobile phone sensing and self-reported mental health data among college students who have been participating in a longitudinal study for the past 2 years, we sought to answer two overarching questions. First, have the behaviors and mental health of the participants changed in response to the COVID-19 pandemic compared to previous time periods? Second, are these behavior and mental health changes associated with the relative news coverage of COVID-19 in the US media?
    Methods: Behaviors such as the number of locations visited, distance traveled, duration of phone usage, number of phone unlocks, sleep duration, and sedentary time were measured using the StudentLife smartphone sensing app. Depression and anxiety were assessed using weekly self-reported ecological momentary assessments of the Patient Health Questionnaire-4. The participants were 217 undergraduate students, with 178 (82.0%) students providing data during the Winter 2020 term. Differences in behaviors and self-reported mental health collected during the Winter 2020 term compared to previous terms in the same cohort were modeled using mixed linear models.
    Results: During the first academic term impacted by COVID-19 (Winter 2020), individuals were more sedentary and reported increased anxiety and depression symptoms (P<.001) relative to previous academic terms and subsequent academic breaks. Interactions between the Winter 2020 term and the week of the academic term (linear and quadratic) were significant. In a mixed linear model, phone usage, number of locations visited, and week of the term were strongly associated with increased amount of COVID-19-related news. When mental health metrics (eg, depression and anxiety) were added to the previous measures (week of term, number of locations visited, and phone usage), both anxiety (P<.001) and depression (P=.03) were significantly associated with COVID-19-related news.
    Conclusions: Compared with prior academic terms, individuals in the Winter 2020 term were more sedentary, anxious, and depressed. A wide variety of behaviors, including increased phone usage, decreased physical activity, and fewer locations visited, were associated with fluctuations in COVID-19 news reporting. While this large-scale shift in mental health and behavior is unsurprising, its characterization is particularly important to help guide the development of methods to reduce the impact of future catastrophic events on the mental health of the population.
    MeSH term(s) Adolescent ; Adult ; Betacoronavirus/pathogenicity ; COVID-19 ; Coronavirus Infections/prevention & control ; Coronavirus Infections/psychology ; Coronavirus Infections/transmission ; Ecological Momentary Assessment ; Female ; Humans ; Longitudinal Studies ; Male ; Mental Health ; Pandemics/prevention & control ; Pneumonia, Viral/prevention & control ; Pneumonia, Viral/psychology ; Pneumonia, Viral/transmission ; SARS-CoV-2 ; Smartphone ; Students/psychology ; Young Adult
    Keywords covid19
    Language English
    Publishing date 2020-06-17
    Publishing country Canada
    Document type Journal Article
    ZDB-ID 2028830-X
    ISSN 1438-8871 ; 1439-4456
    ISSN (online) 1438-8871
    ISSN 1439-4456
    DOI 10.2196/20185
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  2. Article: Mental Health and Behavior of College Students During the Early Phases of the COVID-19 Pandemic: Longitudinal Smartphone and Ecological Momentary Assessment Study

    Huckins, Jeremy F / daSilva, Alex W / Wang, Weichen / Hedlund, Elin / Rogers, Courtney / Nepal, Subigya K / Wu, Jialing / Obuchi, Mikio / Murphy, Eilis I / Meyer, Meghan L / Wagner, Dylan D / Holtzheimer, Paul E / Campbell, Andrew T

    J Med Internet Res

    Abstract: ... have the behaviors and mental health of the participants changed in response to the COVID-19 pandemic ... with fluctuations in COVID-19 news reporting. While this large-scale shift in mental health and behavior is ... By combining mobile phone sensing and self-reported mental health data among college students who have been ...

    Abstract BACKGROUND: The vast majority of people worldwide have been impacted by coronavirus disease (COVID-19). In addition to the millions of individuals who have been infected with the disease, billions of individuals have been asked or required by local and national governments to change their behavioral patterns. Previous research on epidemics or traumatic events suggests that this can lead to profound behavioral and mental health changes; however, researchers are rarely able to track these changes with frequent, near-real-time sampling or compare their findings to previous years of data for the same individuals. OBJECTIVE: By combining mobile phone sensing and self-reported mental health data among college students who have been participating in a longitudinal study for the past 2 years, we sought to answer two overarching questions. First, have the behaviors and mental health of the participants changed in response to the COVID-19 pandemic compared to previous time periods? Second, are these behavior and mental health changes associated with the relative news coverage of COVID-19 in the US media? METHODS: Behaviors such as the number of locations visited, distance traveled, duration of phone usage, number of phone unlocks, sleep duration, and sedentary time were measured using the StudentLife smartphone sensing app. Depression and anxiety were assessed using weekly self-reported ecological momentary assessments of the Patient Health Questionnaire-4. The participants were 217 undergraduate students, with 178 (82.0%) students providing data during the Winter 2020 term. Differences in behaviors and self-reported mental health collected during the Winter 2020 term compared to previous terms in the same cohort were modeled using mixed linear models. RESULTS: During the first academic term impacted by COVID-19 (Winter 2020), individuals were more sedentary and reported increased anxiety and depression symptoms (P<.001) relative to previous academic terms and subsequent academic breaks. Interactions between the Winter 2020 term and the week of the academic term (linear and quadratic) were significant. In a mixed linear model, phone usage, number of locations visited, and week of the term were strongly associated with increased amount of COVID-19-related news. When mental health metrics (eg, depression and anxiety) were added to the previous measures (week of term, number of locations visited, and phone usage), both anxiety (P<.001) and depression (P=.03) were significantly associated with COVID-19-related news. CONCLUSIONS: Compared with prior academic terms, individuals in the Winter 2020 term were more sedentary, anxious, and depressed. A wide variety of behaviors, including increased phone usage, decreased physical activity, and fewer locations visited, were associated with fluctuations in COVID-19 news reporting. While this large-scale shift in mental health and behavior is unsurprising, its characterization is particularly important to help guide the development of methods to reduce the impact of future catastrophic events on the mental health of the population.
    Keywords covid19
    Publisher WHO
    Document type Article
    Note WHO #Covidence: #605131
    Database COVID19

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  3. Article: Mental Health and Behavior During the Early Phases of the COVID-19 Pandemic: A Longitudinal Mobile Smartphone and Ecological Momentary Assessment Study in College Students

    Huckins, Jeremy F / DaSilva, Alex W / Wang, Weichen / Hedlund, Elin / Rogers, Courtney / Nepal, Subigya K / Wu, Jialing / Obuchi, Mikio / Murphy, Eilis I / Meyer, Meghan L / Wagner, Dylan D / Holtzheimer, Paul E / Campbell, Andrew T

    J. med. internet res

    Abstract: ... years. First, have behaviors and mental health changed in response to the COVID-19 pandemic as compared ... self-reported mental health data among college students participating in a longitudinal study for the past two ... the Winter 2020 term. Differences in behaviors and self-reported mental health collected during the Winter ...

    Abstract BACKGROUND: Worldwide, the vast majority of people have been impacted by COVID-19. While millions of individuals have become infected, billions of individuals have been asked or required by local and national governments to change their behavioral patterns. Previous research on epidemics or traumatic events suggest this can lead to profound behavioral and mental health changes, but rarely are researchers able to track these changes with frequent, near real-time sampling or compare these to previous years of data on the same individuals. OBJECTIVE: We seek to answer two overarching questions by combining mobile phone sensing and self-reported mental health data among college students participating in a longitudinal study for the past two years. First, have behaviors and mental health changed in response to the COVID-19 pandemic as compared to previous time periods within the same participants? Second, did behavior and mental health changes track the relative news coverage of COVID-19 in the US media? METHODS: Behaviors such as the number of locations visited, distance traveled, duration of phone usage, number of phone unlocks, sleep duration and sedentary time were measured using the StudentLife mobile smartphone sensing app. Depression and anxiety were assessed using weekly self-reported Ecological Momentary Assessments (EMAs) of the Patient Health Questionnaire-4 (PHQ-4). Participants were 217 undergraduate students, with 178 students having data during the Winter 2020 term. Differences in behaviors and self-reported mental health collected during the Winter 2020 term (the term in which the coronavirus pandemic started), as compared to previous terms in the same cohort, were modeled using mixed linear models. RESULTS: During the initial COVID-19 impacted academic term (Winter 2020), individuals were more sedentary and reported increased anxiety and depression symptoms (P<.001), relative to the previous academic terms and subsequent academic breaks. Interactions between the Winter 2020 term and week of academic term (linear and quadratic) were significant. In a mixed linear model, phone usage, number of locations visited, and week of the term, were strongly associated with increased coronavirus-related news. When mental health metrics (e.g., depression and anxiety) were added to the previous measures (week of term, number of locations visited, and phone usage), both anxiety (P<.001) and depression (P=.029) were significantly associated with coronavirus-related news. CONCLUSIONS: Compared with prior academic terms, individuals in Winter 2020 were more sedentary, anxious, and depressed. A wide variety of behaviors, including increased phone usage, decreased physical activity, and fewer locations visited, are associated with fluctuations in COVID-19 news reporting. While this large-scale shift in mental health and behavior is unsurprising, its characterization is particularly important to help guide the development of methods that could reduce the impact of future catastrophic events on the mental health of the population.
    Keywords covid19
    Publisher WHO
    Document type Article
    Note WHO #Covidence: #32519963
    Database COVID19

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  4. Book ; Online: Mental Health and Behavior During the Early Phases of the COVID-19 Pandemic

    Huckins, Jeremy F / dasilva, alex / wang, weichen / Hedlund, Elin L. / Rogers, Courtney / Nepal, Subigya K. / Wu, Jialing / Obuchi, Mikio / Murphy, Eilis I. / Meyer, Meghan L / Wagner, Dylan D. / Holtzheimer, Paul E. / Campbell, Andrew T.

    A Longitudinal Mobile Smartphone and Ecological Momentary Assessment Study in College Students

    2020  

    Abstract: ... years. First, have behaviors and mental health changed in response to the COVID-19 pandemic as compared ... self-reported mental health data among college students participating in a longitudinal study for the past two ... Momentary Assessments (EMAs). Differences in behaviors and self-reported mental health collected during ...

    Abstract BackgroundWorldwide, the vast majority of people have been impacted by COVID-19. While millions of individuals have become infected, billions of individuals have been asked or required by local and national governments to change their behavioral patterns. Previous research on epidemics or traumatic events suggest this can lead to profound behavioral and mental health changes, but rarely are researchers able to track these changes with frequent, near real-time sampling or compare these to previous years of data on the same individuals.ObjectivesWe seek to answer two overarching questions by combining mobile phone sensing and self-reported mental health data among college students participating in a longitudinal study for the past two years. First, have behaviors and mental health changed in response to the COVID-19 pandemic as compared to previous time periods within the same participants? Second, did behavior and mental health changes track the relative news coverage of COVID-19 in the US media?MethodsBehaviors were measured using the StudentLife mobile smartphone sensing app. Depression and anxiety were assessed using weekly self-reported Ecological Momentary Assessments (EMAs). Differences in behaviors and self-reported mental health collected during the Winter 2020 term (the term in which the coronavirus pandemic started), as compared to prevous terms in the same cohort, were modeled using mixed linear models.ResultsDuring the initial COVID-19 impacted academic term (Winter 2020), individuals were more sedentary and reported increased anxiety and depression symptoms (P<.001), relative to the previous academic terms and subsequent academic breaks. Interactions between the Winter 2020 term and week of academic term (linear and quadratic) were significant. In a mixed linear model, phone usage, number of locations visited, and week of the term, were strongly associated with increased coronavirus-related news. When mental health metrics (e.g., depression and anxiety) were added to the previous measures (week of term, number of locations visited, and phone usage), both anxiety (P<.001) and depression (P<.05) were significantly associated with coronavirus-related news.ConclusionsCompared with prior academic terms, individuals in Winter 2020 were more sedentary, anxious, and depressed. A wide variety of behaviors, including increased phone usage, decreased physical activity, and fewer locations visited, are associated with fluctuations in COVID-19 news reporting. While this large-scale shift in mental health and behavior is unsurprising, its characterization is particularly important to help guide the development of methods that could reduce the impact of future catastrophic events on the mental health of the population.
    Keywords covid19
    Publisher Center for Open Science
    Publishing country us
    Document type Book ; Online
    DOI 10.31234/osf.io/4enzm
    Database BASE - Bielefeld Academic Search Engine (life sciences selection)

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  5. Article ; Online: Mental Health and Behavior of College Students During the Early Phases of the COVID-19 Pandemic

    Huckins, Jeremy F / daSilva, Alex W / Wang, Weichen / Hedlund, Elin / Rogers, Courtney / Nepal, Subigya K / Wu, Jialing / Obuchi, Mikio / Murphy, Eilis I / Meyer, Meghan L / Wagner, Dylan D / Holtzheimer, Paul E / Campbell, Andrew T

    Journal of Medical Internet Research, Vol 22, Iss 6, p e

    Longitudinal Smartphone and Ecological Momentary Assessment Study

    2020  Volume 20185

    Abstract: ... have the behaviors and mental health of the participants changed in response to the COVID-19 pandemic ... combining mobile phone sensing and self-reported mental health data among college students who have been ... term. Differences in behaviors and self-reported mental health collected during the Winter 2020 term ...

    Abstract BackgroundThe vast majority of people worldwide have been impacted by coronavirus disease (COVID-19). In addition to the millions of individuals who have been infected with the disease, billions of individuals have been asked or required by local and national governments to change their behavioral patterns. Previous research on epidemics or traumatic events suggests that this can lead to profound behavioral and mental health changes; however, researchers are rarely able to track these changes with frequent, near-real-time sampling or compare their findings to previous years of data for the same individuals. ObjectiveBy combining mobile phone sensing and self-reported mental health data among college students who have been participating in a longitudinal study for the past 2 years, we sought to answer two overarching questions. First, have the behaviors and mental health of the participants changed in response to the COVID-19 pandemic compared to previous time periods? Second, are these behavior and mental health changes associated with the relative news coverage of COVID-19 in the US media? MethodsBehaviors such as the number of locations visited, distance traveled, duration of phone usage, number of phone unlocks, sleep duration, and sedentary time were measured using the StudentLife smartphone sensing app. Depression and anxiety were assessed using weekly self-reported ecological momentary assessments of the Patient Health Questionnaire-4. The participants were 217 undergraduate students, with 178 (82.0%) students providing data during the Winter 2020 term. Differences in behaviors and self-reported mental health collected during the Winter 2020 term compared to previous terms in the same cohort were modeled using mixed linear models. ResultsDuring the first academic term impacted by COVID-19 (Winter 2020), individuals were more sedentary and reported increased anxiety and depression symptoms (P<.001) relative to previous academic terms and subsequent academic breaks. Interactions between the Winter 2020 ...
    Keywords Computer applications to medicine. Medical informatics ; R858-859.7 ; Public aspects of medicine ; RA1-1270
    Subject code 150
    Language English
    Publishing date 2020-06-01T00:00:00Z
    Publisher JMIR Publications
    Document type Article ; Online
    Database BASE - Bielefeld Academic Search Engine (life sciences selection)

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