Risk and protective factors for prospective changes in adolescent mental health during the COVID-19 pandemic
Open accessAbstract
The restrictions put in place to contain the COVID-19 virus have led to widespread social isolation, impacting mental health worldwide. These restrictions may be particularly difficult for adolescents, who rely heavily on their peer connections for emotional support. However, there has been no longitudinal research examining the psychological impact of the COVID-19 pandemic among adolescents. This study addresses this gap by investigating the impact of the COVID-19 pandemic on adolescents' mental health, and moderators of change, as well as assessing the factors perceived as causing the most distress. Two hundred and forty eight adolescents (M age = 14.4; 51% girls; 81.8% Caucasian) were surveyed over two time points; in the 12 months leading up to the COVID-19 outbreak (T1), and again two months following the implementation of government restrictions and online learning (T2). Online surveys assessed depressive symptoms, anxiety, and life satisfaction at T1 and T2, and participants' schooling, peer and family relationships, social connection, media exposure, COVID-19 related stress, and adherence to government stay-at-home directives at T2 only. In line with predictions, adolescents experienced significant increases in depressive symptoms and anxiety, and a significant decrease in life satisfaction from T1 to T2, which was particularly pronounced among girls. Moderation analyses revealed that COVID-19 related worries, online learning difficulties, and increased conflict with parents predicted increases in mental health problems from T1 to T2, whereas adherence to stay-at-home orders and feeling socially connected during the COVID-19 lockdown protected against poor mental health. This study provides initial longitudinal evidence for the decline of adolescent's mental health during the COVID-19 pandemic. The results suggest that adolescents are more concerned about the government restrictions designed to contain the spread of the virus, than the virus itself, and that those concerns are associated with increased anxiety and depressive symptoms, and decreased life satisfaction.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
21 of 41 cited sources checked · 4 supported · 2 flagged · accuracy not yet measured
- Interpretationcitation
The increase in parental conflict and decrease in mental health may reflect a developmental discrepancy between adolescents' drive to connect with peers and seek autonomy from parents while being ordered to stay at home.
“This increase in parental conflict and decrease in mental health may reflect a developmental discrepancy between adolescents’ inherent drive to connect with peers and seek greater autonomy from their parents (Somerville 2013), while at the same time being ordered to stay at home and physically distance from their friends.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Somerville 2013 source
- Interpretationcitation
The pre-pandemic to intra-pandemic increase in depressive symptoms and anxiety, and decrease in life satisfaction found in the current study is generally consistent with previous retrospective and cross-sectional studies.
“The pre-pandemic to intra-pandemic increase in depressive symptoms and anxiety, and decrease in life satisfaction found in the current study is generally consistent with previous retrospective and cross-sectional studies in both adult and adolescent samples, which have reported perceived increases in depression, anxiety, and loneliness due to the effects of COVID-19 (Chen et al. 2020; Wang et al.”
Quote in the paperNot a substantial claim2 of 3 sources checked- cites Chen et al. 2020 source
In the paper’s main text (page not provided), the April 2020 cross-sectional questionnaire identifies depression and anxiety among adolescents during COVID-19. It does not compare symptoms with a pre-pandemic baseline or report perceived increases, loneliness, or life satisfaction. It therefore supports the citation’s adolescent depression-and-anxiety context, but not those more specific findings. (LLM, conf=0.86)
Experimental — accuracy not yet measured - cites Wang et al. 2020 source
The Discussion reports depressive and anxiety symptoms during the initial COVID-19 outbreak in a cross-sectional sample of the general public in China. It does not report perceived increases from pre-pandemic levels or assess loneliness or life satisfaction; those parts of the attributed finding are unsupported. (LLM, conf=0.87)
Experimental — accuracy not yet measured - cites Ellis et al. 2020 source
- Findingown data
COVID-19 distress moderated increases in depressive symptoms from T1 to T2.
“COVID-19 distress | 9.00 | 0.031 | 3.34 | 6.47 (246) | <0.001”
Quote in the paperSubstantial claim - Findingown data
COVID-19 distress moderated decreases in life satisfaction from T1 to T2.
“5.56 | 0.022 | −0.09 | 2.36 (245) | 0.019”
Quote in the paperSubstantial claim - Findingown data
Difficulties with online learning moderated increases in depressive symptoms from T1 to T2.
“Difficulties online | 4.53 | 0.018 | 3.48 | 5.26 (244) | <0.001”
Quote in the paperSubstantial claim
- Findingown data
COVID-19 distress moderated increases in anxiety from T1 to T2.
“4.18 | 0.017 | 0.30 | 2.05 (246) | 0.042”
Quote in the paperSubstantial claim - Findingown data
Learning online (format) did not moderate changes in depressive symptoms, anxiety, or life satisfaction from T1 to T2.
“Learning online | 0.01 | 0.000 | 0.11 | 0.11 (246) | 0.914 | 0.23 | 0.001 | 0.29 | 0.48 (246) | 0.631 | 1.89 | 0.008 | 0.22 | 1.38 (245) | 0.170”
Quote in the paperNot a substantial claim - Findingown data
Teens also ranked loss of usual extracurriculars and social events among their major worries.
“Also high on adolescents’ lists of concerns was the inability to participate in their normal extra-curricular activities (e.g., sports, dance, music lessons etc.) or attend social events.”
Quote in the paperNot a substantial claim - Findingown data
Difficulties with online learning did not significantly moderate changes in anxiety or life satisfaction from T1 to T2.
“2.47 | 0.010 | 0.75 | 1.57 (244) | 0.118 | 0.16 | 0.001 | −0.05 | −0.41 (243) | 0.685”
Quote in the paperNot a substantial claim - Findingown data
Age did not moderate changes in depressive symptoms, anxiety, or life satisfaction from T1 to T2.
“Age | 0.89 | 0.000 | −0.17 | −0.30 (246) | 0.766 | 1.72 | 0.007 | −0.45 | −1.31 (246) | 0.191 | 0.80 | 0.003 | 0.08 | 0.89 (245) | 0.372”
Quote in the paperNot a substantial claim - Findingown data
Next highest was worry that a friend or relative would catch COVID-19 and become very ill or die.
“closely followed by a friend or family member contracting and getting very sick and/or dying from COVID-19.”
Quote in the paperNot a substantial claim - Findingown data
Educational impact did not significantly moderate changes in depressive symptoms, anxiety, or life satisfaction from T1 to T2.
“Educational impact | 3.85 | 0.016 | 0.96 | 1.96 (244) | 0.051 | 0.06 | 0.000 | 0.07 | 0.25 (244) | 0.908 | 0.49 | 0.001 | −0.05 | −0.70 (243) | 0.485”
Quote in the paperNot a substantial claim - Findingown data
More parent-adolescent conflict forecast worsening mental health between T1 and T2.
“increased conflict with parents predicted increases in mental health problems from T1 to T2”
Quote in the paperSubstantial claim - Findingown data
On the 18-item measure, teenagers' COVID-19 distress was generally low to moderate.
“Fig. 1 shows that adolescents reported low to moderate levels of COVID-19 related stress across the 18 items assessed.”
Quote in the paperNot a substantial claim - Findingown data
Life satisfaction decreased significantly from T1 to T2.
“and a significant decrease in life satisfaction, (t(1, 244) = −5.26, p < 0.001, d = 0.61) from T1 (before the pandemic) to T2 (2 months into the pandemic).”
Quote in the paperSubstantial claim - Findingown data
A sense of social connection during lockdown guarded against mental health difficulties.
“adherence to stay-at-home orders and feeling socially connected during the COVID-19 lockdown protected against poor mental health”
Quote in the paperSubstantial claim - Findingown data
For teenagers, the top source of distress was missing face-to-face contact with friends.
“the most distressing issue for adolescents during this time was not being able to see their friends”
Quote in the paperNot a substantial claim - Findingown data
Personal risk of catching, becoming ill with, or dying from COVID-19 worried teens very little.
“In contrast, they reported very little concern about contracting, getting ill or dying from COVID-19 themselves.”
Quote in the paperNot a substantial claim - Findingown data
Anxiety increased significantly from T1 to T2.
“and anxiety, (t(1, 244) = 5.26, p < 0.001, d = 0.40)”
Quote in the paperSubstantial claim - Findingown data
Sex moderated the change in life satisfaction from T1 to T2, with girls showing greater decreases.
“which was particularly pronounced among girls.”
- Also stated in: § Potential Moderating Factors · plain
“5.16 | 0.021 | −0.26 | −2.27 (245) | 0.024”
Quote in the paperSubstantial claim - Also stated in: § Potential Moderating Factors · plain
- Findingown data
Depressive symptoms increased significantly from T1 to T2.
“significant increases in adolescents’ symptoms of depression, (t(1, 247) = 6.26, p < 0.001, d = 0.15)”
Quote in the paperSubstantial claim - Findingown data
Sex moderated change in life satisfaction, with girls showing the greatest decrease from T1 to T2.
“Finally, sex significantly moderated the change in life satisfaction from T1 to T2 with girls showing the greatest decrease.”
Quote in the paperSubstantial claim - Findingown data
The size of the effects for changes in adolescent mental health were quite modest, with changes ranging from 0.2 to 0.6 standard deviations.
“Interestingly, while significant decrements in adolescent mental health were demonstrated prospectively, the size of these effects were quite modest, with changes ranging from 0.2 to 0.6 standard deviations.”
Quote in the paperSubstantial claim - Findingown data
Age did not moderate change in depressive symptoms, anxiety, or life satisfaction from T1 to T2.
“Age did not moderate change in depressive symptoms, anxiety, or life satisfaction from T1 to T2.”
Quote in the paperNot a substantial claim - Findingown data
Adherence to the government's stay at home directive had no significant effect on changes in depressive symptoms or anxiety.
“Adherence to the government’s stay at home directive had no significant effect on changes in depressive symptoms or anxiety, however, those reporting greater adherence to the stay at home rules reported lower declines in life satisfaction from T1 to T2 compared to those who continued to leave their homes more frequently.”
Quote in the paperNot a substantial claim - Findingown data
Interpersonal conflict with siblings and friends had no effect on changes in life satisfaction.
“Interpersonal conflict with siblings and friends had no effect on changes in life satisfaction.”
Quote in the paperNot a substantial claim - Findingown data
Those experiencing an increase in conflict with their fathers reported more depressive symptoms at T2 than those that did not.
“Those experiencing an increase in conflict with their fathers reported more depressive symptoms at T2 than those that did not.”
Quote in the paperSubstantial claim - Findingown data
Those reporting high levels of traditional media exposure had significantly greater decreases in anxiety from T1 to T2 than those reporting low exposure.
“Results showed those reporting high levels of traditional media exposure had significantly greater decreases in anxiety from T1 to T2 than those reporting low exposure.”
Quote in the paperSubstantial claim - Findingown data
Levels of interpersonal conflict with siblings, friends, mothers, or fathers did not moderate change scores in anxiety.
“Levels of interpersonal conflict with siblings, friends, mothers or fathers did not moderate change scores in anxiety.”
Quote in the paperNot a substantial claim - Findingown data
All items mentioning friends or social connection were rated higher than any other COVID-19 related worries.
“In fact, all items mentioning friends or social connection were rated higher than any of the other COVID-19 related worries.”
Quote in the paperSubstantial claim - Findingown data
Switching to learning exclusively online had no significant effect on changes in depressive symptoms, anxiety, or life satisfaction from T1 to T2.
“Results showed that switching to learning exclusively online had no significant effect on levels of depressive symptoms, anxiety, or life satisfaction.”
Quote in the paperSubstantial claim - Findingown data
Increased conflict with siblings, friends, and mothers had no significant interaction effect on depressive symptoms.
“Increased conflict with siblings, friends and mothers had no significant interaction effect on depressive symptoms, however, increased conflict with fathers during COVID-19 significantly moderated change in depressive symptoms from T1 to T2.”
Quote in the paperNot a substantial claim - Findingown data
Those reporting greater adherence to stay at home rules reported lower declines in life satisfaction from T1 to T2 compared to those who continued to leave their homes more frequently.
“Adherence to the government’s stay at home directive had no significant effect on changes in depressive symptoms or anxiety, however, those reporting greater adherence to the stay at home rules reported lower declines in life satisfaction from T1 to T2 compared to those who continued to leave their homes more frequently.”
Quote in the paperSubstantial claim - Findingown data
Adolescents with high or moderate COVID-19 related distress had greater increases in depressive symptoms and anxiety, and greater decreases in life satisfaction, from T1 to T2 than those with low distress.
“Specifically, adolescents with high and moderate levels of COVID-19 related distress experienced significantly greater increases in anxiety and depressive symptoms, and significantly greater decreases in life satisfaction, over time than those with low levels of COVID-19 related distress.”
Quote in the paperSubstantial claim - Findingown data
Differences in motivation to engage in school work before and during the COVID-19 pandemic had no significant effect on changes in depressive symptoms, anxiety, or life satisfaction.
“Finally, differences in motivation to engage in school work before and during the COVID-19 pandemic had no significant effect on changes in depressive symptoms, anxiety or life satisfaction.”
Quote in the paperNot a substantial claim - Findingown data
All mental health variables were significantly correlated within and between time points in the predicted direction.
“The correlations in Table 2 show that all mental health variables were significantly correlated within and between time points in the predicted direction.”
Quote in the paperNot a substantial claim - Findingown data
Adolescents' mental health had slightly deteriorated compared to pre-pandemic levels.
“As predicted, the results showed that adolescents’ mental health had slightly deteriorated compared to pre-pandemic levels and a number of pandemic-related factors were related to those changes.”
Quote in the paperSubstantial claim - Findingown data
COVID-19 related distress moderated change in depressive symptoms, anxiety, and life satisfaction from T1 to T2.
“Levels of distress associated with the COVID-19 pandemic significantly moderated change scores in depressive symptoms, anxiety, and life satisfaction from T1 to T2.”
Quote in the paperSubstantial claim - Findingown data
Increased conflict with fathers during COVID-19 significantly moderated change in depressive symptoms from T1 to T2.
“Increased conflict with siblings, friends and mothers had no significant interaction effect on depressive symptoms, however, increased conflict with fathers during COVID-19 significantly moderated change in depressive symptoms from T1 to T2.”
Quote in the paperSubstantial claim - Findingown data
Those reporting greater conflict with their mother and father reported larger declines in life satisfaction than those with low parental conflict.
“Interpersonal conflict with both mothers and fathers significantly moderated changes in life satisfaction with those reporting greater conflict with their mother and father also reporting larger declines in life satisfaction than those with low parental conflict.”
Quote in the paperSubstantial claim - Findingown data
Online learning difficulties did not moderate changes in anxiety or life satisfaction from T1 to T2.
“Online learning difficulties did not moderate changes in anxiety or life satisfaction from T1 to T2.”
Quote in the paperNot a substantial claim - Findingown data
Sex moderated change in depressive symptoms, with girls showing greater increases from T1 to T2 than boys.
“Sex of the youth significantly moderated the change scores in depressive symptoms, with results indicating that although there were significant increases in depressive symptoms from T1 to T2 for both boys and girls, this effect was more pronounced in girls.”
Quote in the paperSubstantial claim - Findingown data
Frequency of exposure to traditional media reports about COVID-19 had no significant effect on changes in life satisfaction.
“Frequency of exposure to COVID-19 traditional media reports had no significant effect on changes in life satisfaction.”
Quote in the paperNot a substantial claim - Findingown data
Perceptions that education was suffering during the COVID-19 lockdown had no significant effect on changes in depressive symptoms, anxiety, or life satisfaction.
“Participants’ perceptions that their education was suffering during the COVID-19 lockdown had no significant effect on change scores in depressive symptoms, anxiety or life satisfaction.”
Quote in the paperNot a substantial claim - Findingown data
Interpersonal conflict with both mothers and fathers significantly moderated changes in life satisfaction.
“Interpersonal conflict with both mothers and fathers significantly moderated changes in life satisfaction with those reporting greater conflict with their mother and father also reporting larger declines in life satisfaction than those with low parental conflict.”
Quote in the paperSubstantial claim - Findingown data
About a quarter of adolescents surveyed reported that conflict with their parents had increased during the lockdown period.
“About a quarter of the adolescents surveyed reported that conflict with their parents had increased during the lockdown period, which was associated with decreases in life satisfaction; and increased conflict with fathers was associated with more depressive symptoms.”
Quote in the paperSubstantial claim - Findingown data
Adolescents' greatest concern during the COVID-19 lockdown was not being able to see their friends.
“the current results revealed that adolescents’ greatest concern during the COVID-19 lockdown was not being able to see their friends.”
Quote in the paperSubstantial claim - Findingown data
Frequency of exposure to traditional media reports about COVID-19 had a significant moderating effect on changes in anxiety.
“Frequency of exposure to traditional media reports (i.e., television, newspaper) about COVID-19 had no significant effect on change in depressive symptoms, but there was a significant moderating effect on changes in anxiety.”
Quote in the paperSubstantial claim - Findingown data
Feeling socially connected during the COVID-19 lockdown significantly moderated changes in depressive symptoms, anxiety, and life satisfaction.
“Feeling socially connected during the COVID-19 lockdown period significantly moderated changes in depressive symptoms, anxiety and life satisfaction.”
Quote in the paperSubstantial claim - Findingown data
Frequency of exposure to traditional media reports about COVID-19 had no significant effect on change in depressive symptoms.
“Frequency of exposure to traditional media reports (i.e., television, newspaper) about COVID-19 had no significant effect on change in depressive symptoms, but there was a significant moderating effect on changes in anxiety.”
Quote in the paperNot a substantial claim - Findingown data
Sex moderated change in anxiety, with girls showing the largest increases from T1 to T2.
“This result was replicated for changes in anxiety, with girls again showing the largest increases in symptoms from T1 to T2.”
Quote in the paperSubstantial claim - Findingown data
High exposure to traditional media reports about COVID-19 had a negative relationship with changes in generalized anxiety levels.
“Contrary to expectations, high exposure to traditional media reports about COVID-19 had a negative relationship with changes in generalized anxiety levels, and no significant effect on changes in life satisfaction or depressive symptoms.”
Quote in the paperSubstantial claim - Findingown data
COVID-19 related worries, difficulties with online learning, and increased family conflict were associated with greater psychological maladjustment.
“Specifically, COVID-19 related worries, difficulties with online learning, and increased family conflict were associated with greater psychological maladjustment.”
Quote in the paperSubstantial claim - Findingown data
Difficulties adjusting to the new restrictions placed on social activities and schooling as a result of COVID-19 moderated changes in mental health.
“Adolescents’ concerns around catching and becoming ill from the virus were relatively low whereas difficulties adjusting to the new restrictions placed on social activities and schooling as a result of COVID-19 moderated changes in mental health.”
Quote in the paperSubstantial claim - Findingown data
Those who adhered more closely to government stay-at-home orders reported fewer mental health problems than those who frequently defied them.
“Indeed, the current study found those who adhered more closely to government stay-at-home orders reported fewer mental health problems than those who frequently defied them.”
Quote in the paperSubstantial claim - Findingown data
High exposure to traditional media reports about COVID-19 had no significant effect on changes in life satisfaction or depressive symptoms.
“Contrary to expectations, high exposure to traditional media reports about COVID-19 had a negative relationship with changes in generalized anxiety levels, and no significant effect on changes in life satisfaction or depressive symptoms.”
Quote in the paperSubstantial claim - Findingown data
Adolescents' concerns around catching and becoming ill from the virus were relatively low.
“Adolescents’ concerns around catching and becoming ill from the virus were relatively low whereas difficulties adjusting to the new restrictions placed on social activities and schooling as a result of COVID-19 moderated changes in mental health.”
Quote in the paperSubstantial claim - Premisecitation
Interpersonal stress is strongly associated with the onset of emotional difficulties among adolescents.
“especially given the strong associations between interpersonal stress and the onset of emotional difficulties among adolescents (Rapee et al. 2019).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Rapee et al. 2019 source
- Premisecitation
Teenagers depend strongly on friends for emotional support and social development.
“they may be particularly difficult for adolescents, who at this developmental stage rely heavily on their peer connections for emotional support and social development (Ellis and Zarbatany 2017).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Ellis and Zarbatany 2017 source
- Premisereasoning
The reviewed literature had not tested sex differences in COVID-19 mental health outcomes.
“Interestingly none of the studies reviewed above investigated whether mental health outcomes during the COVID-19 pandemic differed by sex”
Quote in the paperSubstantial claim - Interpretationown data
Teens worried more about the restrictions imposed to control COVID-19 than about the infection itself.
“The results suggest that adolescents are more concerned about the government restrictions designed to contain the spread of the virus, than the virus itself”
Quote in the paperSubstantial claim - Premisecitation
For teenagers, combined interpersonal stress, strong emotional reactions, and weak emotion control raise the likelihood of conditions such as generalized anxiety, eating disorders, depression, and social anxiety.
“The increases in interpersonal stress, coupled with heightened emotional reactivity and low emotion-regulation, can place adolescents at a greater risk of developing many common forms of psychopathology including generalized anxiety, eating disorders, depression, and social anxiety (Rapee et al. 2019).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Rapee et al. 2019 source
- Interpretationown data
The authors present their study as the first longitudinal evidence that adolescent mental health worsened during COVID-19.
“This study provides initial longitudinal evidence for the decline of adolescent’s mental health during the COVID-19 pandemic.”
Quote in the paperSubstantial claim- Rests on an assumption: At the time, no longitudinal study had looked at how COVID-19 affected adolescent mental health.
- Study design and conductown data
The current results cannot indicate the causal direction between social disconnection and emotional distress.
“As the current results cannot indicate the causal direction, it is equally plausible that emotional distress leads to social disconnection or that social disconnection leads to greater emotional distress.”
Quote in the paperSubstantial claim - Premisecitation
Girls are more likely than boys to rely on their social networks for support when dealing with significant life stressors.
“but also that girls are more likely than boys to rely on their social networks for support when dealing with significant life stressors (Tamres et al. 2002).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Tamres et al. 2002 source
- Study design and conductown data
The two education impact questions were highly correlated (r = 0.758, p < 0.001).
“The two questions were highly correlated (r = 0.758, p < 0.001) so a mean of the two scores was calculated”
Quote in the paperNot a substantial claim - Interpretationreasoning
The move to online schooling and restrictions on social interaction may effectively impede adolescent girls from employing their most commonly used coping strategy.
“Thus, the move to online schooling and the restrictions placed on social interaction may effectively impede adolescent girls from employing their most commonly used coping strategy.”
Quote in the paperSubstantial claim - Study design and conductown data
The time two mental health measures and COVID-19 related factors were assessed concurrently, so the direction of associations cannot be determined.
“Similarly, the time two mental health measures and COVID-19 related factors were assessed concurrently, so while it was possible to ascertain that these factors were associated with increases or decreases in mental health, the direction of those associations cannot be determined.”
Quote in the paperSubstantial claim - Interpretationreasoning
It is the restrictions put in place to reduce the spread of the virus, rather than the virus itself, that is causing adolescents the most distress.
“This suggests that it is the restrictions put in place to reduce the spread of the virus, rather than the virus itself, that is causing adolescents the most distress.”
Quote in the paperSubstantial claim - Study design and conductreasoning
It cannot be ensured that the results are generalizable to adolescents from other countries that differed widely in rates of infection and severity of government-imposed restrictions.
“and it cannot be ensured that the results are generalizable to adolescents from other countries that differed widely in rates of infection and severity of government-imposed restrictions.”
Quote in the paperNot a substantial claim - Study design and conductreasoning
It is not possible to attribute any changes specifically to the effects of COVID-19 as there was no comparison condition.
“However, despite the longitudinal data collection on mental health, it is not possible to attribute any changes specifically to the effects of COVID-19 as there was no comparison condition.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The current results suggest that the restrictions put in place to reduce the spread of the virus, rather than the virus itself, are causing adolescents the most distress.
“Although it is difficult to disentangle whether the changes in mental health found in the current study are the direct result of anxieties around contracting the virus, or the restrictions put in place to contain it, the current results suggest the latter.”
Quote in the paperSubstantial claim - Study design and conductreasoning
The current study overcomes many limitations of previous research by employing a longitudinal design to allow determination of change in mental health symptoms before and during the COVID-19 pandemic.
“First, this study overcomes many of the limitations of previous research by employing a longitudinal design to allow determination of change in mental health symptoms before and during the COVID-19 pandemic.”
Quote in the paperSubstantial claim - Study design and conductreasoning
The data were all self-report and thus are subject to bias that may not align with more objective assessments of mental health and behaviors.
“Further, the data were all self-report and thus are subject to bias that may not align with more objective assessments of mental health and behaviors.”
Quote in the paperNot a substantial claim
- Classified as probably not a substantial claim. 37
- May combine two claims. 37
- The quote only partly states this claim. 4
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationA Chinese two-wave study detected no reliable shifts in depression, anxiety, or stress across its observation window.
“One study surveyed 1738 Chinese participants at two time points following the commencement of the pandemic and found no significant changes across time in depression, anxiety and stress over the study period (Wang et al. 2020).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Wang et al. 2020 source
Methods §2.1 describes a cross-sectional survey, and Results §3.2 reports 1,210 completed questionnaires—not 1,738 participants surveyed twice. The Discussion explicitly says the authors could not conduct a prospective study of the same participants, so this paper cannot establish whether depression, anxiety, or stress changed over time. (LLM, conf=0.93)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationWithin that sample, adolescents and young adults aged 12-21 saw COVID-19 as more impactful than adults aged 50-59.
“However, there was some indication that younger people (aged 12–21 years) perceived the impact of COVID-19 to be greater than older adults (aged 50–59 years).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Wang et al. 2020 source
Section 3.3 (page unavailable) says age was not associated with psychological-impact scores. It reports higher scores for students than employed respondents, but does not find that people aged 12–21 experienced greater impact than those aged 50–59. (LLM, conf=0.87)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationDuring adolescence, emotionality is heightened by neural changes while self-regulation remains underdeveloped.
“This is due in part, to the physical and chemical changes occurring in the brain from early adolescence, which result in a ‘neural mismatch’ whereby emotionality is heightened in response to real and/or perceived stressors (Bailen et al. 2019), yet the self-regulatory system required to manage these emotions remains largely underdeveloped until early adulthood (Somerville et al. 2010).”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Bailen et al. 2019 source
- cites Somerville et al. 2010 source
In “Brain mechanisms of reduced top-down control over responses to salient cues in adolescents” (page not provided), the paper says prefrontal regulatory control remains relatively immature during adolescence compared with adulthood. It does not establish that the self-regulatory system remains largely underdeveloped until early adulthood, the specific endpoint attributed to this source. (LLM, conf=0.84)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationLockdown measures intended to curb COVID-19 produced broad social isolation, with potentially serious effects on mental health.
“Government restrictions put in place to slow the spread of the virus have led to widespread social isolation, which can have profound consequences for mental health (Brooks et al. 2020).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Brooks et al. 2020 source
May combine two claims.
PremisecitationSocial sensitivity and peer importance increase markedly in adolescence, with friends becoming the main source of interaction and influence.
“Another defining characteristic of adolescence is the marked increase in social sensitivity and the importance of peers (Somerville 2013). As adolescents strive for independence from their parents, the time spent with peers increases dramatically, and for the first time, friends rather than parents become the primary source of interaction and influence (Meuwese et al. 2017).”
Quote in the paperSubstantial claim2 of 2 sources checked- cites Somerville 2013 source
- cites Meuwese et al. 2017 source
The paper’s introductory passage (indexed under Abstract; page unavailable) says adolescents spend increasingly more time with peers and have greater social exposure to friends than in early childhood. It does not say that this increase is dramatic, link it to independence from parents, or establish that friends become the primary source of interaction and influence rather than parents. The separate statement about social sensitivity is cited to Somerville, not to this paper. (LLM, conf=0.87)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationIn the same Chinese sample, thinking the virus spread easily and seeing more health media both correlated with depression and/or anxiety at each wave.
“Beliefs about the ease of virus transmission and increased media exposure to health information about COVID-19 were significantly associated with depression and/or anxiety at both time points.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Wang et al. 2020 source
Section 3.10 (page not provided) reports associations between requests for COVID-19 health information and lower anxiety or depression scores. But the Methods describe one survey from 31 January to 2 February 2020, not two waves; the cited results do not establish associations at both time points, or an association for beliefs about how easily the virus spreads. Requests for information are also not the same as increased media exposure. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationAcross 13 studies of healthcare staff, pooled estimates showed 23.2% with raised COVID-19 anxiety, 22.8% with depression, and 38.9% with insomnia.
“A meta-analysis of 13 studies of mental health among healthcare workers found that almost a quarter exhibited elevated COVID-19 related symptoms of anxiety (23.2%) and depression (22.8%), and more than a third (38.9%) experienced problems with insomnia (Pappa et al. 2020).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Pappa et al. 2020 source
The Results report 13 included studies, with pooled anxiety prevalence of 23.21% and depression prevalence of 22.8%. The Results > Insomnia prevalence section instead reports 34.32%, not 38.9%; only five of the 13 studies contributed insomnia data. (LLM, conf=0.94)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationChinese adolescents showed elevated depression and anxiety at the pandemic peak, but boys and those exercising often had lower scores.
“Another study also found high levels of depression and anxiety in Chinese adolescents during the peak of the pandemic, although lower levels were reported among males and youth that regularly engaged in exercise (Chen et al. 2020).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Chen et al. 2020 source
The study’s results (page not provided) report depression and anxiety cases among adolescents surveyed in Guiyang, China, in April 2020. Table 1 shows lower rates of both conditions among males and adolescents reporting regular physical exercise. The paper does not establish that the survey occurred at the pandemic’s peak or report lower mean symptom scores for those groups. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIn a Chinese sample of 1210 people, over 50% described COVID-19's effect on their mental health as moderate or severe.
“research conducted among 1210 respondents during the early stages of the crisis in China found that more than half (53.8%) rated the negative impact of the COVID-19 pandemic on their psychological health as moderate to severe (Wang et al. 2020).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Wang et al. 2020 source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThe same study found protective effects for preventive behaviors, following stay-at-home rules, and believing one was unlikely to catch or die from COVID-19.
“In contrast, taking precautionary measures to avoid transmission (e.g., regular handwashing), complying with the stay-at-home orders, and low perceived likelihood of contracting and dying from COVID-19 were all found to be protective.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Wang et al. 2020 source
Results §§3.8–3.9 (page unavailable) associate handwashing and other precautions with lower psychological distress, and low perceived likelihood of infection with lower stress and anxiety. They also associate low perceived likelihood of surviving infection with higher stress. But the paper reports how long respondents stayed home, not that complying with stay-at-home orders was psychologically protective; it also finds higher perceived likelihood of infection associated with a lower psychological-impact score. (LLM, conf=0.88)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationA Chinese study found that rises in generalized anxiety tied to COVID-19 were larger among those younger than 35 than among older groups.
“A second study in China reported COVID-19 related increases in generalized anxiety, which were found to be more pronounced in younger people (<35 years) compared to older age groups (Huang and Zhao 2020).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Huang and Zhao 2020 source
The Results report that participants under 35 were more likely to have GAD during the outbreak than those 35 and older (adjusted odds ratio 1.65). That supports the age-group comparison, but not a comparison of increases: the Discussion says the cross-sectional study could not assess participants’ psychological conditions before the outbreak. (LLM, conf=0.88)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationAdolescents left alone at home all day reported significantly higher levels of depression and anxiety than those who were accompanied by a parent or relative.
“The importance of feeling socially connected during the pandemic has been demonstrated previously when it was found that adolescents left alone at home all day reported significantly higher levels of depression and anxiety than those who were accompanied by a parent or relative (Chen et al. 2020).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Chen et al. 2020 source
The Results table (Table 1) reports significantly higher percentages of depression and anxiety among adolescents not accompanied on a workday, and the discussion describes them as more likely to be depressed and anxious. The paper does not specify that the companion was a parent or relative, or establish that the adolescents were alone all day. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationAdults expressed the greatest concern over family members contracting COVID-19.
“these findings contrast with research in adults, as adults expressed the greatest concern over family members contracting COVID-19 (Wang et al. 2020).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Wang et al. 2020 source
Results §3.8 reports that 75.2% of respondents worried about other family members contracting COVID-19, compared with 50.9% who worried about a child under 16. It does not establish that family infection was their greatest concern overall; the reported comparisons do not cover every concern. (LLM, conf=0.82)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationPrevious research found an association between taking precautionary measures to avoid contracting the virus and lower levels of depression and anxiety.
“This is consistent with previous research which also found an association between that taking precautionary measures (e.g., staying at home, wearing a mask) to avoid contracting the virus and lower levels of depression and anxiety (Wang et al. 2020).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Wang et al. 2020 source
Results §3.9 reports that wearing masks was associated with lower anxiety and depression scores, and the Discussion describes similar associations for several precautionary measures. The paper reports that most respondents stayed at home to avoid COVID-19, but does not report that staying home was associated with lower anxiety or depression. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationA recent study in China found that greater depression and anxiety were associated with exposure to radio reports around COVID-19, but the same effect was not found in relation to television and internet reports.
“A recent study in China found that although greater depression and anxiety were associated with exposure to radio reports around COVID-19, the same effect was not found in relation to television and internet reports (Wang et al. 2020).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Wang et al. 2020 source
Results §3.7 (page unavailable) says the Internet was the most common source of COVID-19 health information, but does not link any reporting channel to depression or anxiety. Searches for radio and television found no comparison of their associations with those outcomes. (LLM, conf=0.74)
Experimental — accuracy not yet measured
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationSome research suggests that associations between media exposure and internalizing distress are nuanced.
“Although there is no clear explanation for the contradictory findings between the current and previous studies, some research suggests that associations between media exposure and internalizing distress are nuanced (Wang et al. 2020).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Wang et al. 2020 source
Results §3.7 and the Discussion (page not provided) link satisfaction with COVID-19 health information to psychological distress and report that the Internet was the primary information channel. The Discussion also links particular types of information to lower stress or anxiety, consistent with a nuanced relationship. But the paper does not report an association between the amount or frequency of media exposure and distress. (LLM, conf=0.78)
Experimental — accuracy not yet measured
May combine two claims.
Interpretationown dataThe current findings are broadly consistent with previous findings in that social media posts about COVID-19 were not associated with changes in mental health, whereas reading and watching media reports were positively related to good mental health.
“These findings are broadly consistent with those found in the current study in that social media posts about COVID-19 were not associated with changes in mental health, whereas reading and watching media reports were positively related to good mental health.”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Wang et al. 2020 source
Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
The quote only partly states this claim.
Findingown dataFollowing stay-at-home rules was protective against mental health problems during lockdown.
“adherence to stay-at-home orders and feeling socially connected during the COVID-19 lockdown protected against poor mental health”
Quote in the paperSubstantial claimThe quote only partly states this claim.
Findingown dataSex moderated the change in anxiety from T1 to T2, with girls showing greater increases.
“which was particularly pronounced among girls.”
- Also stated in: § Potential Moderating Factors · plain
“4.19 | 0.017 | 2.18 | 1.81 (246) | 0.041”
Quote in the paperSubstantial claim- Also stated in: § Potential Moderating Factors · plain
The quote only partly states this claim.
Findingown dataSex moderated the change in depressive symptoms from T1 to T2, with girls showing greater increases.
“which was particularly pronounced among girls.”
- Also stated in: § Potential Moderating Factors · plain
“Sex | 9.00 | 0.035 | 2.18 | 6.64 (246) | 0.003”
Quote in the paperSubstantial claim- Also stated in: § Potential Moderating Factors · plain
May combine two claims.
Findingown dataFrequency of reading posts about COVID-19 on social media had no significant effect on changes in depressive symptoms, anxiety, or life satisfaction.
“The frequency of reading posts about COVID-19 on social media had no significant effect on changes in depressive symptoms, anxiety or life satisfaction.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThose perceiving high levels of social connection during COVID-19 reported significantly fewer depressive symptoms and anxiety, and significantly more life satisfaction from T1 to T2 than those feeling socially disconnected.
“Those perceiving high levels of social connection during COVID-19 reported significantly fewer depressive symptoms and anxiety, and significantly more life satisfaction from T1 to T2 than those feeling socially disconnected during the lockdown period.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataBoys and girls were similar on average life satisfaction, exposure to COVID-19 related media, and attitudes toward the impact of COVID-19 on their schooling.
“Boys and girls were more similar on average levels of life satisfaction, exposure to COVID-19 related media, and attitudes toward the impact of COVID-19 on their schooling.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe most commonly reported online learning problems were technology problems, not understanding learning materials, inability to ask the teacher to explain work, and motivation problems.
“The most commonly reported problems when learning online were related to technology problems, not understanding the learning materials, being unable to ask the teacher to explain the work, and problems with motivation.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataExperiencing difficulties with online learning moderated change in depressive symptoms, with those reporting problems having more depressive symptoms during COVID-19 than those reporting no problems.
“However, experiencing the abovementioned difficulties with online learning did significantly moderate change in depressive symptoms, with those who experienced problems reporting significantly more depressive symptoms during COVID-19, compared to those who experienced no problems with online learning.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataAdolescents were not overly concerned with the impact that COVID-19 was having on their education, nor was this related to any of the mental health outcomes examined.
“The current results also indicated that adolescents were not overly concerned with the impact that COVID-19 was having on their education, nor was this related to any of the mental health outcomes examined.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataCOVID-19 related distress and feeling socially disconnected were most strongly related to all mental health symptoms, and were significantly associated with viewing posts about COVID-19 on social media, less motivation to study, greater perceived negative impact on schooling, and greater conflict with siblings.
“COVID-19 related distress and feeling socially disconnected from others were most strongly related to all mental health symptoms, as well as being significantly associated with viewing posts about COVID-19 on social media, less motivation to study, a greater perceived negative impact on schooling, and greater conflict with siblings.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataAlthough half of the sample reported an increase in conflict with siblings, this was not associated with changes to their mental health during the lockdown period.
“This possibility is further supported by the finding that although half of the current sample reported an increase in conflict with their siblings, this was not associated with changes to their mental health during the lockdown period.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataGirls reported more symptoms of depression and anxiety at both time points, whereas boys reported more familial conflict during the lockdown.
“As expected, on average girls reported more symptoms of depression and anxiety at both time points, whereas boys reported more familial conflict during the lockdown period.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataAdolescents' greatest concerns during the COVID-19 crisis were around the disruption to their social interactions and activities, whereas concerns around contracting or getting ill from the virus were very low.
“Consistent with theory highlighting the importance of peers during the adolescent period, the results showed that adolescents’ greatest concerns during the COVID-19 crisis were around the disruption to their social interactions and activities, whereas concerns around contracting or getting ill from the virus were very low.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataLearning exclusively online did not appear to impact adolescents' mental health, whereas difficulties encountered during online learning did.
“Finally, and encouragingly, learning exclusively online did not appear to impact adolescents’ mental health, whereas difficulties encountered during online learning did.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataGreater exposure to traditional media, adherence to government restrictions, and feeling socially connected with others was associated with less distress.
“In contrast, greater exposure to traditional media, adherence to government restrictions, and feeling socially connected with others was associated with less distress.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationIn that survey, depression was higher with COVID-19 worries, reduced schoolwork time, and more friend time, but lower with more family time.
“Further, COVID-19 related concerns, spending less time on schoolwork and more time with friends was positively associated with depression, whereas spending more time with family was negatively associated.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Ellis et al. 2020 source
Classified as probably not a substantial claim. May combine two claims.
PremisecitationInternalizing disorders have a typical median onset age of 13 to 19 years and have been called disorders of adolescence.
“In fact, this particular subset of internalizing disorders has previously been referred to as “disorders of adolescence” due to their typical median onset age of 13 to 19 years (Rapee et al. 2019).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Rapee et al. 2019 source
Classified as probably not a substantial claim.
PremisecitationIt is well documented that depression and anxiety differ by sex in how common and severe they are.
“which is surprising considering the well-established sex differences in the prevalence and severity of depression and anxiety (Rose and Rudolph 2006).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Rose and Rudolph 2006 source
May combine two claims.
PremisecitationAdolescent peer rejection or conflict can damage self-concept and self-worth and raise anxiety and depression symptoms, whereas supportive peer ties lower risk for both conditions.
“Thus, negative peer interactions during this important developmental window can lead to poor self-concept, a low sense of worth, and subsequent increases in symptoms of anxiety and depression, whereas positive peer relationships can provide social and emotional support, which are known to protect against the risk of both depression and anxiety (La Greca and Harrison 2005).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Connell and Wellborn 1991
- cites La Greca and Harrison 2005 source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationA Canadian youth sample, looking back, reported worse mental health-especially low mood/depression and anxiety-from three months pre-pandemic to three weeks in.
“In a study focused on youth, retrospective reports of mental health symptoms three months prior to the pandemic were compared to those three weeks into the pandemic among 622 Canadian adolescents and young adults (Hawke et al. 2020). Participants perceived reductions in their mental health across the period, particularly in depression/low mood and anxiety.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Hawke et al. 2020 source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationThat survey found social media use strengthened the link between COVID-19 worries and depression; the heaviest users had the highest depression.
“Social media use moderated the association between COVID-19 concerns and depression, with those reporting high levels of social media use also reporting the most depression.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Ellis et al. 2020 source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationLoneliness in that survey rose with COVID-19 worries and fell with more family time, friend time, and exercise.
“COVID-19 related concerns were also positively associated with loneliness, while spending more time with family and friends, and engaging in more physical activity, was negatively associated.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Ellis et al. 2020 source
May combine two claims.
PremisecitationFrom early adolescence, depression and anxiety tend to rise while life satisfaction tends to fall.
“Finally, as depression and anxiety are known to increase, and life satisfaction to decrease, from early adolescence onward (Goldbeck et al. 2007; Rapee et al. 2019), it is important to ensure that any potential prospective changes in mental health symptoms during COVID-19 are not simply due to age effects.”
Quote in the paperSubstantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationAmong 1054 Canadian teens, schooling effects ranked first, then broad COVID-19 worries, then disconnection from friends.
“Finally, a survey of 1054 Canadian adolescents (Mage = 16.68) found that adolescents were most concerned about the impact on their schooling, followed by general concerns about the COVID-19 crisis, and not feeling connected to friends (Ellis et al. 2020).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Ellis et al. 2020 source
Probably not a substantial claim: may not pass S2 (checkable).
Study design and conductreasoningProspective collection of these data allows stronger conclusions to be drawn that go beyond perceived attributions of participants.
“More importantly, the prospective collection of these data allows stronger conclusions to be drawn, that go beyond the perceived attributions of participants.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe depressive symptoms measure had good reliability in this sample (α = 0.91 at T1 and 0.93 at T2).
“The reliability of the measure was good in the current sample (α = 0.91 at T1 and 0.93 at T2).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataAll other variables had less than 1% missing data except family conflict variables, which had non-responses of 3.2% for mother, 9.7% for father, and 7.7% for siblings.
“All other variables contained less than 1% missing data with the exception of the family conflict variables which had a “not applicable option” for family members not living within the same household. This resulted in non-responses of 3.2% for mother, 9.7% for father, and 7.7% for siblings.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe prevalence of internalizing disorders increases from early to mid-adolescence.
“Previous research has also shown that the prevalence of internalizing disorders increases from early to mid-adolescence (Goldbeck et al. 2007).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Goldbeck et al. 2007 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe life satisfaction measure had high internal consistency in this sample (α = 0.91 at T1 and 0.92 at T2).
“The Cronbach’s alphas in the current study were high (α = 0.91 at T1 and 0.92 at T2).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataMost variables were normally distributed with no obvious skewness (−0.81 to 1.72), although kurtosis for depressive symptoms at T1 (2.21) and traditional media exposure at T2 (3.76) was slightly above recommended values.
“As shown in Table 1, most variables were normally distributed with no obvious skewedness (−0.81 to 1.72), although the kurtosis of values of depressive symptoms at T1 (2.21) and exposure to traditional media at T2 (3.76) fell slightly above the recommended values of plus or minus two (Gravetter et al. 2020).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Gravetter et al. 2020
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataOf 467 invited adolescents, 248 (53%) returned completed responses.
“Of the 467 adolescents invited to participate in the COVID-19 survey, 248 (53%) returned completed responses and thus comprised the current sample.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataPairwise deletion was used for all analyses because missing data were a small percentage.
“Due to the small percentage of missing data, all analyses were conducted using pairwise deletion.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataThe current study demonstrates that living with restrictions and concerns surrounding COVID-19 are related to increases in emotional distress and decreases in life satisfaction.
“The current study strengthens and builds upon this literature by demonstrating that living with the restrictions and concerns surrounding COVID-19 are related to not only increases in emotional distress but also with decreases in life satisfaction.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe Generalized Anxiety subscale had acceptable internal consistency in this sample (α = 0.86 at T1 and 0.87 at T2).
“The Cronbach’s alphas in the current study were acceptable (α = 0.86 at T1 and 0.87 at T2).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe newly developed COVID-19 distress scale had a Cronbach's alpha of 0.91.
“The Cronbach’s alpha for the new scale was 0.91.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningThe difference in educational concerns may be because earlier research was carried out immediately following the switch to online learning whereas the current study assessed concerns two months after the initial change, providing students with the opportunity to adapt.
“This may be because the earlier research was carried out immediately following the switch to online learning whereas the current study assessed concerns two months after the initial change, providing students with the opportunity to adapt and settle into their new learning environment.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationPrevious work found that one of adolescents' most pressing COVID-19 related worries was the detriment to their education.
“These findings are inconsistent with previous work which found that one of adolescents’ most pressing COVID-19 related worries was the detriment to their education (Ellis et al. 2020).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Ellis et al. 2020 source
May combine two claims.
Interpretationown dataThe observed increase in mental health symptoms from T1 to T2 cannot be simply explained by developmental differences in internalizing disorders, and may instead be due to changing social, educational and economic climate as a result of COVID-19.
“However, the current study did not find any moderating effect of age, suggesting that the observed increase in mental health symptoms from T1 to T2 cannot be simply explained by these developmental differences, and may instead be due to the changing social, educational and economic climate as a result of COVID-19.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningA large proportion of adolescents are coping well with the impact of the pandemic, at least in the early stages, and most are showing minimal negative impact.
“Clearly a large proportion of adolescents are coping well with the impact of the pandemic, at least in the early stages, and most are showing minimal negative impact.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataData coverage for T1 and T2 mental health variables was 99.6% to 100%.
“Data coverage for T1 and T2 mental health variables was 99.6% to 100%, respectively.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningAdolescents can be resilient and adaptive when needed, as long as they are equipped with the necessary tools and support they require.
“This demonstrates that adolescents can be resilient and adaptive when needed, as long as they are equipped with the necessary tools and support they require.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataThis research contributes to existing literature by demonstrating longitudinal declines in the mental health of adolescents, especially among girls, when comparing pre-pandemic to intra-pandemic levels.
“Thus, this research contributes to the existing literature by demonstrating longitudinal declines in the mental health of adolescents, especially among girls, when comparing pre-pandemic to intra-pandemic levels.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningThe difference in educational concerns may also be due to the younger age of the current cohort relative to those in the earlier study.
“It may also be due to the younger age of the current cohort relative to those in the earlier study, most of whom were in senior school—a time when grades are important in determining acceptance into university and future occupational opportunities.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). The quote only partly states this claim.
Study design and conductnone givenThe causal relationship between adherence and mental health may flow in either direction.
“As with all of the current results, the casual relationship may flow in either direction.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductown dataThe sample was predominately of Caucasian ethnicity, included participants within a restricted age range, and data were collected within a single country (Australia).
“The sample was predominately of Caucasian ethnicity and included participants within a restricted age range, and perhaps most importantly for a study of the impacts of COVID-19, data were collected within a single country (Australia)”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenThe sample used in the current study was relatively small and demographically restricted.
“Finally, the sample used in the current study was relatively small and demographically restricted.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataMost of the online learning difficulties reported were modifiable and related to problems concerning technology, the understanding of learning materials, and being unable to ask the teacher for clarification.
“Most of the online learning difficulties reported were modifiable and related to problems concerning technology, the understanding of learning materials, and being unable to ask the teacher for clarification.”
Quote in the paperSubstantial claim
The paper relies on this without support.
At the time, no longitudinal study had looked at how COVID-19 affected adolescent mental health.
“However, to date there is no longitudinal research examining the psychological impact of the COVID-19 pandemic among adolescents”
The paper relies on this without support.
Adolescent samples had not yet been used to test developmental differences in reactions to COVID-19.
“However to date, developmental differences in COVID-19 responses have not been examined in adolescent samples.”
The paper relies on this without support.
Before this study, no longitudinal research had examined how the COVID-19 pandemic affected adolescents' mental health.
“to date, there has been no longitudinal research examining how the pandemic has impacted adolescents’ mental health”
The paper relies on this without support.
Before this study, no research had examined which demographic and COVID-19 related factors increase or decrease adolescent mental health symptoms over time.
“research has not yet examined which demographic and COVID-19 related factors serve to increase or decrease adolescent mental health symptoms over time.”
The paper relies on this without support.
Social isolation, interpersonal stress, and mental health problems during adolescence can be a precursor for mental health problems across the lifespan.
“As social isolation, interpersonal stress, and mental health problems during adolescence can be a precursor for mental health problems across the lifespan”
The paper relies on this without support.
Government measures to contain COVID-19 physically and socially isolated adolescents from their social support networks, increasing their risk of psychological disorder.
“Government measures put in place to contain the virus have physically and socially isolated adolescents from their friends, extended family, and other social support networks, leaving many feeling socially isolated, and consequently, at an increased risk of psychological disorder.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Deteriorations in adolescent mental health from prolonged school closures have been reported in longitudinal studies, along with changes in loneliness.
“Deteriorations in adolescent's mental health from prolonged school closures have been reported in longitudinal studies, along with changes in loneliness (Hussong et al., 2021; Magson et al., 2021).”
From Adolescents' longitudinal trajectories of mental health and loneliness: The impact of COVID‐19 school closures (2022) · cites this paper as Magson et al., 2021
The Results (Overall Changes in Mental Health) report longitudinal increases in depression and anxiety and a decrease in life satisfaction two months into the pandemic. But the Results (Potential Moderating Factors) say switching to exclusively online learning had no significant mental-health effect; the study does not establish that prolonged school closures caused the decline. It assessed social connectedness during lockdown, not longitudinal changes in loneliness. (LLM, conf=0.90)
Experimental — accuracy not yet measuredFeeling connected to friends was important in mitigating the effects of lockdown protocols.
“In general, the emerging evidence pertaining to the COVID‐19 pandemic is that feeling connected to friends was important in mitigating the effects of lockdown protocols (Ellis et al., 2020; Magson et al., 2021).”
From Adolescents' longitudinal trajectories of mental health and loneliness: The impact of COVID‐19 school closures (2022) · cites this paper as Magson et al., 2021
The Results (Potential Moderating Factors; page unavailable) report that adolescents who felt more socially connected during lockdown had better mental-health outcomes. But the Methods (Measures; page unavailable) define social connectedness broadly, not specifically as connection to friends, and the Discussion (Social Connection and Familial Conflict; page unavailable) says the study cannot establish whether connection mitigated distress or distress affected connection. (LLM, conf=0.86)
Experimental — accuracy not yet measuredThe increase in loneliness and decline in wellbeing attributed to extraverts during the first lockdown reverses the typical pattern whereby extraversion is negatively associated with loneliness and mental health problems.
“In contrast, the increase in loneliness and decline in wellbeing (Hussong et al., 2021; Magson et al., 2021) attributed to extraverts during the first lockdown, reverses the typical pattern of results whereby extraversion is negatively associated with loneliness and mental health problems”
From Adolescent Loneliness and Negative Affect during the COVID-19 Pandemic: The Role of Extraversion and Neuroticism (2023) · cites this paper as Magson et al., 2021
The Discussion (Negative Emotionality; page unavailable) reports a decline in life satisfaction among adolescents during lockdown, which supports the general wellbeing component. It does not report a measured increase in loneliness among extraverts, examine extraversion, or establish a reversal of its typical association with loneliness and mental health problems. (LLM, conf=0.83)
Experimental — accuracy not yet measuredThe prevalence of mental illness increased in children, adolescents, and young adults during the COVID-19 pandemic.
“The prevalence of mental illness increased in children, adolescents, and young adults during the COVID-19 pandemic, while at the same time, access to treatment facilities has been restricted, resulting in a need for the quick implementation of remote or online interventions.”
From Effectiveness of Online and Remote Interventions for Mental Health in Children, Adolescents, and Young Adults After the Onset of the COVID-19 Pandemic: Systematic Review and Meta-Analysis (2024) · cites this paper as [9]
The Abstract reports increased depressive and anxiety symptoms among 248 adolescents from before the pandemic to two months after restrictions began. The Introduction also describes a study of adolescents and young adults reporting poorer mental health. Neither passage establishes an increase in the prevalence of diagnosed mental illness across children, adolescents, and young adults. (LLM, conf=0.86)
Experimental — accuracy not yet measuredFemales experienced greater declines in mental health than males in Magson et al. (2021).
“Females experienced greater declines in mental health than males, which is in line with other findings (e.g., Asanov et al., 2021).”
From Adolescents' longitudinal trajectories of mental health and loneliness: The impact of COVID‐19 school closures (2022) · cites this paper as Magson et al. (2021)
Magson et al. (2021) found depressive symptoms and anxiety increased significantly and life satisfaction decreased significantly from T1 to T2 among Australian adolescents during COVID-19 school restrictions.
“In Australia, Magson et al. (2021) surveyed the mental health of 248, 13‐ to 16‐year‐olds in the 12 months leading up to the COVID‐19 outbreak and again 2 months following government‐imposed school restrictions. Depressive symptoms and levels of anxiety increased significantly from T1 to T2, whereas life satisfaction decreased significantly.”
From Adolescents' longitudinal trajectories of mental health and loneliness: The impact of COVID‐19 school closures (2022) · cites this paper as Magson et al. (2021)
COVID-19-related school closures and stay-at-home orders may have increased risk of feelings of loneliness in young people.
“COVID‐19‐related school closures and stay‐at‐home orders may therefore have increased risk of feelings of loneliness in young people (Bu et al., 2020; Magson et al., 2021).”
From Adolescents' longitudinal trajectories of mental health and loneliness: The impact of COVID‐19 school closures (2022) · cites this paper as Magson et al., 2021
The limited number of prospective longitudinal studies to date confirm these cross-sectional study findings.
“The limited number of prospective longitudinal studies to date (Breaux et al., 2021; Hussong et al., 2021; Magson et al., 2021) confirm these cross‐sectional study findings.”
From Adolescents' longitudinal trajectories of mental health and loneliness: The impact of COVID‐19 school closures (2022) · cites this paper as Magson et al., 2021
Six studies adopted a longitudinal design, ranging from 14 days to twelve months.
“Six studies adopted a longitudinal design, ranging from 14 days (37) to twelve months (38).”
From Digital Media Use and Adolescents' Mental Health During the Covid-19 Pandemic: A Systematic Review and Meta-Analysis (2022) · cites this paper as [38]
Social media use was associated with lower self-esteem, especially among girls.
“Looking at single studies examining ill-being, social media use was associated with higher levels of depression, anxiety, mental health problems in general, and lower self-esteem, especially among girls (38).”
From Digital Media Use and Adolescents' Mental Health During the Covid-19 Pandemic: A Systematic Review and Meta-Analysis (2022) · cites this paper as [38]
Social media use was associated with higher levels of anxiety, especially among girls.
“Looking at single studies examining ill-being, social media use was associated with higher levels of depression, anxiety, mental health problems in general, and lower self-esteem, especially among girls (38).”
From Digital Media Use and Adolescents' Mental Health During the Covid-19 Pandemic: A Systematic Review and Meta-Analysis (2022) · cites this paper as [38]
Social media use was associated with higher levels of depression, especially among girls.
“Looking at single studies examining ill-being, social media use was associated with higher levels of depression, anxiety, mental health problems in general, and lower self-esteem, especially among girls (38).”
From Digital Media Use and Adolescents' Mental Health During the Covid-19 Pandemic: A Systematic Review and Meta-Analysis (2022) · cites this paper as [38]
Social media use was associated with higher levels of mental health problems in general, especially among girls.
“Looking at single studies examining ill-being, social media use was associated with higher levels of depression, anxiety, mental health problems in general, and lower self-esteem, especially among girls (38).”
From Digital Media Use and Adolescents' Mental Health During the Covid-19 Pandemic: A Systematic Review and Meta-Analysis (2022) · cites this paper as [38]
Six studies included in this review used a longitudinal design, providing insights into causal mechanisms between (addictive) media use and mental health.
“Six studies included in this review used a longitudinal design (36–38, 50, 55, 63), thus providing insights into the causal mechanisms between (addictive) media use and mental health.”
From Digital Media Use and Adolescents' Mental Health During the Covid-19 Pandemic: A Systematic Review and Meta-Analysis (2022) · cites this paper as [38]
Exposure to Covid-19 information on social media did not significantly affect changes in mental health.
“However, exposure to Covid-19 information on social media did not significantly affect these changes in mental health.”
From Digital Media Use and Adolescents' Mental Health During the Covid-19 Pandemic: A Systematic Review and Meta-Analysis (2022) · cites this paper as [38]
Depressive and anxiety symptoms increased and life satisfaction decreased from the pre-pandemic to the intra-pandemic period.
“Furthermore, one study (38) reported an increment in depressive and anxiety symptoms and a decrease in life satisfaction from the pre-pandemic to the intra-pandemic period.”
From Digital Media Use and Adolescents' Mental Health During the Covid-19 Pandemic: A Systematic Review and Meta-Analysis (2022) · cites this paper as [38]
Other longitudinal studies did not provide formal comparisons across time.
“Other longitudinal studies did not provide formal comparisons across time (e.g., [61,63]).”
From Loneliness and Well-Being in Children and Adolescents during the COVID-19 Pandemic: A Systematic Review (2023) · cites this paper as [61]
During March to June of 2020, loneliness was significantly and concurrently positively correlated with internalizing and externalizing symptoms.
“During March to June of 2020, Cooper et al. [61] found that loneliness was significantly and concurrently positively correlated with internalizing and externalizing symptoms (range r = 0.25 to r = 0.43, p < 0.001).”
From Loneliness and Well-Being in Children and Adolescents during the COVID-19 Pandemic: A Systematic Review (2023) · cites this paper as [61]
In three studies, the first time point assessed was early in 2020 during the start of the pandemic, and in these studies baseline loneliness predicted higher internalizing symptoms.
“In three studies, the first time point assessed was early in 2020 during the start of the pandemic and in these studies baseline loneliness predicted higher internalizing symptoms (e.g., [61,68,70]).”
From Loneliness and Well-Being in Children and Adolescents during the COVID-19 Pandemic: A Systematic Review (2023) · cites this paper as [61]
In a hierarchical multiple regression, loneliness in March to June of 2020 did not significantly predict internalizing and externalizing symptoms one month later after controlling for these indicators at the first time point.
“However, in a hierarchical multiple regression, loneliness in March to June of 2020 did not significantly predict these indicators of well-being one month later after controlling for these indicators at the first time point (all p > 0.05).”
From Loneliness and Well-Being in Children and Adolescents during the COVID-19 Pandemic: A Systematic Review (2023) · cites this paper as [61]
In other studies, when controlling for indicators of well-being from the first three months of the pandemic, loneliness did not significantly predict these aspects of well-being one month later.
“In other studies, when controlling for indicators of well-being from the first three months of the pandemic, loneliness did not significantly predict these aspects of well-being one month later [61].”
From Loneliness and Well-Being in Children and Adolescents during the COVID-19 Pandemic: A Systematic Review (2023) · cites this paper as [61]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Online-difficulty depression test has incompatible statistics
MajorThe reported t of 5.26 implies F = 27.6676, not 4.53. These imply substantially different p values for a result used to support the online-learning conclusion.
Reported 4.53 · recomputed 27.6676
“| Difficulties online | 4.53 | 0.018 | 3.48 | 5.26 (244) | <0.001 |”
Social-disconnection coefficients reverse the stated effects
MajorTable 3 labels the moderator social disconnection but gives negative coefficients for depression and anxiety and a positive coefficient for life satisfaction. Those directions say greater disconnection accompanies better changes on all three outcomes, opposite to the stated finding.
“| Social disconnection | 42.06 | 0.146 | −0.95 | 5.41 (245) | <0.001 | 10.27 | 0.040 | −0.54 | −3.20 (246) | <0.001 | 9.31 | 0.037 | 0.14 | 3.05 (245) | 0.003 |”
“Those perceiving high levels of social connection during COVID-19 reported significantly fewer depressive symptoms and anxiety, and significantly more life satisfaction from T1 to T2 than those feeling socially disconnected during the lockdown period.”
Sex-anxiety F and t statistics disagree
MinorThe anxiety moderation test reports F = 4.19, but its t statistic squared is 3.2761.
Reported 4.19 · recomputed 3.2761
“| Sex | 9.00 | 0.035 | 2.18 | 6.64 (246) | 0.003 | 4.19 | 0.017 | 2.18 | 1.81 (246) | 0.041 |”
COVID-distress scale has two stated minimum values
MinorThe measure description sets the lowest rating at 1, whereas the figure caption sets it at 0.
“Adolescents were required to indicate how distressed they were about each item listed on a 10-point scale ranging from 1 (not at all distressed) to 10 (extremely distressed).”
“Figure: Fig. 1 Factors contributing to COVID-19 related distress among adolescents. Rated on a scale of 0 (not at all distressed) to 10 (extremely distressed)”
Social-disconnection depression coefficient and t have opposite signs
MinorThe depression coefficient is negative but its reported t statistic is positive; those signs cannot both be correct for the same coefficient test.
“| Social disconnection | 42.06 | 0.146 | −0.95 |”
“5.41 (245) | <0.001 |”
COVID-distress life-satisfaction coefficient and t have opposite signs
MinorThe coefficient is negative while its t statistic is positive. A coefficient and its t statistic must have the same sign because the standard error is positive.
“| 5.56 | 0.022 | −0.09 |”
“2.36 (245) | 0.019 |”
COVID-distress depression F and t statistics disagree
MinorThe reported depression t statistic implies F = 41.8609 for this one-parameter test, rather than 9.00.
Reported 9 · recomputed 41.8609
“| COVID-19 distress | 9.00 | 0.031 | 3.34 | 6.47 (246) | <0.001 |”
Sex-depression F and t statistics disagree
MinorFor a one-parameter moderation test, F should equal t squared. The reported t of 6.64 gives 44.0896, not 9.00.
Reported 9 · recomputed 44.0896
“| Sex | 9.00 | 0.035 | 2.18 | 6.64 (246) | 0.003 |”
Social-disconnection depression F and t statistics disagree
MinorSquaring the reported t gives 29.2681, rather than the reported F of 42.06.
Reported 42.06 · recomputed 29.2681
“| Social disconnection | 42.06 | 0.146 | −0.95 | 5.41 (245) | <0.001 |”
Sibling-conflict anxiety F and t statistics disagree
MinorThe reported anxiety t of 0.75 implies F = 0.5625, not 0.11.
Reported 0.11 · recomputed 0.5625
“| Conflict—sibling | 0.04 | 0.000 | −0.07 | −0.21 (227) | 0.838 | 0.11 | 0.000 | −0.07 | 0.75 (227) | 0.747 |”
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- Authors
- Magson, N. R., Freeman, J. Y. A., Rapee, R. M., Richardson, C. E., Oar, E. L., & Fardouly, J.
- Affiliations
- Macquarie University (AU)
- The University of Western Australia (AU)
- Corresponding author
- Magson, Natasha R.
- Venue
- Journal of Youth and Adolescence
- Published
- 2020-10-27
- Volume
- 50
- Issue
- 1
- Pages
- 44-57
- ISSN
- 0047-2891 (ISSN-L)
- 1573-6601
- PMC
- PMC7590912
- OpenAlex
- W3095673945
- Cited by
- 1,436
- References
- 31
- Citations by year
- 2026: 66 · 2025: 145 · 2024: 232 · 2023: 340 · 2022: 389 · 2021: 198 · 2020: 5
- FWCI
- 83.49
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Journal of Youth and Adolescence (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (submittedVersion)
- UWA Profiles and Research Repository (UWA) (submittedVersion, other-oa)
- Topics
- Social Sciences › Psychology › Clinical Psychology › COVID-19 and Mental Health
- Social Sciences › Psychology › Clinical Psychology › Child and Adolescent Psychosocial and Emotional Development
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Keywords
- COVID-19 pandemic, adolescent mental health, depressive symptoms, anxiety, life satisfaction, social isolation, lockdown, online learning
- MeSH terms
- COVID-19, SARS-CoV-2, Adolescent, Anxiety, Child, Preschool, Communicable Disease Control, Female, Humans, Mental Health
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