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Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials
Open accessPublished version of a preprint
Abstract
The extent to which sleep is causally related to mental health is unclear. One way to test the causal link is to evaluate the extent to which interventions that improve sleep quality also improve mental health. We conducted a meta-analysis of randomised controlled trials that reported the effects of an intervention that improved sleep on composite mental health, as well as on seven specific mental health difficulties. 65 trials comprising 72 interventions and N = 8608 participants were included. Improving sleep led to a significant medium-sized effect on composite mental health (g+ = -0.53), depression (g+ = -0.63), anxiety (g+ = -0.51), and rumination (g+ = -0.49), as well as significant small-to-medium sized effects on stress (g+ = -0.42), and finally small significant effects on positive psychosis symptoms (g+ = -0.26). We also found a dose response relationship, in that greater improvements in sleep quality led to greater improvements in mental health. Our findings suggest that sleep is causally related to the experience of mental health difficulties. Future research might consider how interventions that improve sleep could be incorporated into mental health services, as well as the mechanisms of action that explain how sleep exerts an effect on mental health.
Overview
AI snapshot
Written from the paper’s full text.
TL;DR
This meta-analysis of randomised controlled trials found that interventions which successfully improved sleep quality produced significant improvements in subsequent mental health, with a medium-sized effect on composite mental health. The findings support a causal role for sleep in mental health difficulties and suggest sleep as a transdiagnostic treatment target.
Key findings
- Across 65 trials, 72 interventions, and N = 8608 participants, improving sleep led to a significant medium-sized effect on composite mental health (g+ = −0.53, 95% CI −0.68 to −0.38), depression (g+ = −0.63), anxiety (g+ = −0.51), and rumination (g+ = −0.49), plus smaller effects on stress (g+ = −0.42) and positive psychosis symptoms (g+ = −0.26).
- A dose–response relationship was found: greater improvements in sleep quality were associated with greater improvements in mental health (B = 0.77, 95% CI 0.52 to 1.02, p < 0.001).
- Studies with a significant effect on sleep quality showed larger mental health effects (g = −0.53) than those without (g = −0.12; Q = 17.59, p < 0.001); effects were larger at shorter follow-up (<6 months, g+ = −0.60) than longer follow-up (≥6 months, g+ = −0.18; Q = 10.75, p < 0.01), and larger for clinician-delivered (g+ = −0.63) than self-administered interventions (g+ = −0.34; Q = 4.50, p < 0.05).
- Publication bias was indicated by funnel plot asymmetry (Egger’s regression = −1.09, p < 0.05); trim-and-fill adjustment reduced the composite effect to g+ = −0.35, and Orwin’s fail-safe n was 4101.
Methods
- Systematic review and meta-analysis of RCTs that tested an intervention designed to improve sleep, produced a statistically significant improvement in sleep quality versus control, and measured mental health at a later follow-up; studies were excluded if the intervention specifically targeted mental health or recruited participants under 18 years.
- Searches covered MEDLINE, Embase, PsycINFO, and The Cochrane Library, plus reference lists and trial registries, originally in May 2019 and updated in February 2021; PRISMA selection yielded 65 studies and 72 comparisons.
- Random-effects meta-analysis in R used Hedges g, I² for heterogeneity, moderation/subgroup analyses and meta-regression, Cochrane risk-of-bias assessment, and publication-bias checks including funnel plot, Egger’s test, trim-and-fill, and Orwin’s fail-safe n.
Limitations
- The paper states that relatively few studies examined long-term effects, and longer follow-ups generally showed smaller effects, likely due to diminishing intervention effects on sleep quality over time.
- The paper states that few primary studies existed for outcomes other than depression and anxiety, limiting inferences for other mental health difficulties, and that most analyses were based on CBT for insomnia; the focus on sleep quality may also have excluded studies of sleep disorders with different improvement definitions.
- Evident from the text: most included studies were at high (29, 45%) or unclear (26, 40%) risk of bias, with only 10 (15%) at low risk; main analyses showed substantial heterogeneity (I² = 76–82% for composite, depression, and anxiety), and publication bias was present, with trim-and-fill reducing the composite effect.
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Claims the paper makes
52 Own result · 25 Not checked yet · 16 Own interpretation · 13 No basis given · 5 Own method
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Improving sleep led to a significant medium-sized effect on composite mental health (g+ = −0.53), depression (g+ = −0.63), anxiety (g+ = −0.51), and rumination (g+ = −0.49), as well as significant small-to-medium sized effects on stress (g+ = −0.42), and finally small significant effects on positive psychosis symptoms (g+ = −0.26).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Abstract
plaindirectn = 8,608- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“65 trials comprising 72 interventions and N = 8608 participants were included.”
- Also stated in: § Study characteristics · plain
“The 65 studies provided 72 comparisons between an intervention that successfully improved sleep quality vs. a control group.”
- Also stated in: § Study characteristics · plain
“A total of N = 8608 participants took part across the 72 interventions.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Abstract
plainn = 8,608- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
- Also stated in: § Study characteristics · plain
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“and now relatively homogeneous (I2 = 20%, Q = 75.24, p = 0.0888).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > What effect do improvements in sleep quality have on mental health?
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Improving sleep led to a significant medium-sized effect on composite mental health (g+ = −0.53), depression (g+ = −0.63), anxiety (g+ = −0.51), and rumination (g+ = −0.49), as well as significant small-to-medium sized effects on stress (g+ = −0.42), and finally small significant effects on positive psychosis symptoms (g+ = −0.26).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Abstract
plaindirectn = 8,608 ·- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Improving sleep led to a significant medium-sized effect on composite mental health (g+ = −0.53), depression (g+ = −0.63), anxiety (g+ = −0.51), and rumination (g+ = −0.49), as well as significant small-to-medium sized effects on stress (g+ = −0.42), and finally small significant effects on positive psychosis symptoms (g+ = −0.26).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Abstract
plaindirectn = 8,608- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The interventions had large and statistically significant effects on sleep quality at the earliest follow-up point reported (g+ = −1.07, 95% CI = −1.26 to −0.88, p < 0.001)”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > Manipulation check: did sleep quality improve significantly in the intervention group relative to controls?
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“and heterogeneity was reduced to moderate levels (I2 = 43%, Q = 102.32, p < 0.001).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > Manipulation check: did sleep quality improve significantly in the intervention group relative to controls?
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Improving sleep led to a significant medium-sized effect on composite mental health (g+ = −0.53), depression (g+ = −0.63), anxiety (g+ = −0.51), and rumination (g+ = −0.49), as well as significant small-to-medium sized effects on stress (g+ = −0.42), and finally small significant effects on positive psychosis symptoms (g+ = −0.26).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Abstract
plaindirectn = 8,608 ·- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“however, there was substantial heterogeneity between the effect sizes, (I2 = 76%, Q = 291.94, p < 0.001).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > What effect do improvements in sleep quality have on mental health?
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Improving sleep led to a significant medium-sized effect on composite mental health (g+ = −0.53), depression (g+ = −0.63), anxiety (g+ = −0.51), and rumination (g+ = −0.49), as well as significant small-to-medium sized effects on stress (g+ = −0.42), and finally small significant effects on positive psychosis symptoms (g+ = −0.26).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Abstract
plaindirectn = 8,608 ·- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Improving sleep led to a significant medium-sized effect on composite mental health (g+ = −0.53), depression (g+ = −0.63), anxiety (g+ = −0.51), and rumination (g+ = −0.49), as well as significant small-to-medium sized effects on stress (g+ = −0.42), and finally small significant effects on positive psychosis symptoms (g+ = −0.26).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Abstract
plaindirectn = 8,608 ·- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“although heterogeneity between studies was substantial (I2 = 79%, Q = 331.93, p < 0.001).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > Manipulation check: did sleep quality improve significantly in the intervention group relative to controls?
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“On average, the 72 interventions that successfully improved sleep quality had a statistically significant, medium-sized effect on subsequent composite mental health outcomes, (g+ = −0.53, 95% CI = −0.68 to −0.38, p < 0.001)”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > What effect do improvements in sleep quality have on mental health?
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“After twelve outlying effect sizes were removed, the effect of the interventions on sleep quality remained large and statistically significant (g+ = −0.97, 95% CI = −1.07 to −0.88, p < 0.001)”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > Manipulation check: did sleep quality improve significantly in the intervention group relative to controls?
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“meta-regression revealed a statistically significant dose–response effect for the association between the effect of interventions on sleep quality and the effect on subsequent mental health outcomes (B = 0.77, 95% CI = 0.52 to 1.02, p < 0.001)”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > Moderators of the effect of improving sleep quality on composite mental health outcomes
plaincorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Interventions that successfully improved sleep quality had a small, adverse effect on suicidal ideation (g+ = 0.10, 95% CI = −3.74 to 3.94, p = 0.804) across two comparisons.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > What effect do improvements in sleep quality have on mental health?
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Interventions that successfully improved sleep quality had a statistically significant, small-to-medium sized effect on stress (g+ = −0.42, 95% CI = −0.79 to −0.05, p = 0.033), across six comparisons.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > What effect do improvements in sleep quality have on mental health?
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Orwin's failsafe n test suggested that an additional 4101 comparisons producing null effects would be needed to reduce the average effect of improving sleep on composite outcomes to zero.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > Publication bias
hedged- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“There were no significant differences in the effect of improved sleep quality on mental health between CBTi interventions including modules addressing processes associated with mental health (g = −0.44, 95% CI = −0.59 to −0.29, p < 0.001), relative to those that did not (g = −0.48, 95% CI = −0.65 to −0.32, p < 0.001, Q = 2.51, p = 0.285).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > Moderators of the effect of improving sleep quality on composite mental health outcomes
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Finally, there was significant variation in the size of the effect between countries (Q = 53.69, p < 0.001).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > Moderators of the effect of improving sleep quality on composite mental health outcomes
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“No other statistically significant categorical moderator effects were found.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > Moderators of the effect of improving sleep quality on composite mental health outcomes
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“however, once again, there was substantial heterogeneity, (I2 = 81%, Q = 322.09, p < 0.001).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > What effect do improvements in sleep quality have on mental health?
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Furthermore, interventions that were delivered face-to-face by a clinician or therapist were associated with significantly larger effects on mental health, (g+ = −0.63), than those that were self-administered by participants, (g+ = −0.34, Q = 4.50, p < 0.05).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > Moderators of the effect of improving sleep quality on composite mental health outcomes
plaincorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“A funnel plot of the effect of improving sleep quality on composite outcomes revealed asymmetry in the effect sizes (Egger's regression = −1.09, 95% CI = −1.91 to −0.28, p < 0.05, see Fig. 8).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > Publication bias
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The present research found that improving sleep has a significant beneficial impact on future mental health in those with non-clinical experiences”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Discussion > Sleep as a transdiagnostic treatment target
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“with moderate heterogeneity, (I2 = 32%, Q = 74.86, p = 0.0164).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > What effect do improvements in sleep quality have on mental health?
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“After re-running the analysis with nine outlying effect sizes removed, the effect of improving sleep on depression remained medium-sized, (g+ = −0.47, 95% CI = −0.57 to −0.37, p < 0.001)”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > What effect do improvements in sleep quality have on mental health?
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“with 65 RCTs and N = 8608 participants, the present review is one of the largest studies of the effect of improving sleep on mental health to date.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Discussion > Strengths and limitations
plainn = 8,608- Asserted: passes — The authors put it forward as true.
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- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Interventions that successfully improved sleep quality had a statistically significant, small-to-medium sized effect on anxiety across 35 comparisons, (g+ = −0.50, 95% CI = −0.76 to −0.24, p < 0.001)”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > What effect do improvements in sleep quality have on mental health?
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Only one study reported the effect of improving sleep on burnout finding almost zero effect (g = −0.03, CI = −0.58 to 0.52, p = 0.917).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > What effect do improvements in sleep quality have on mental health?
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The effect of improving sleep on mental health was larger in studies with shorter follow-up periods, (i.e., <6 months, g+ = −0.60), than in studies with longer follow-ups, (i.e., 6 months, g+ = −0.18, Q = 10.75, p < 0.01).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > Moderators of the effect of improving sleep quality on composite mental health outcomes
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Interventions that successfully improved sleep quality had a medium-to-large effect on PTSD (g+ = −0.72, 95% CI = −2.90 to 1.46, p = 0.149) across two comparisons, with zero heterogeneity (I2 = 0%, Q = 0.59, p = 0.442).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > What effect do improvements in sleep quality have on mental health?
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Interventions that successfully improved sleep quality had a small effect on total symptoms as indicated by the PANSS (g+ = −0.17, 95% CI = −0.53 to 0.19, p = 0.18) across three comparisons, with zero heterogeneity (I2 = 0%, Q = 0.41, p = 0.813).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > What effect do improvements in sleep quality have on mental health?
hedged- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“After re-running the analysis with four outlying effect sizes removed, the effect improving sleep on anxiety outcomes was small-to-medium sized, but still statistically significant, (g+ = −0.38, 95% CI = −0.49 to −0.27, p < 0.001)”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > What effect do improvements in sleep quality have on mental health?
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“with substantial levels of heterogeneity, (I2 = 82%, Q = 187.02, p < 0.001).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > What effect do improvements in sleep quality have on mental health?
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The methodological quality of the included studies was not associated with the effect of improving sleep on composite mental health outcomes, Q = 0.72, p = 0.395.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > Risk of bias assessments
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Interventions that successfully improved sleep quality had a statistically significant, medium-sized effect on depression across 61 comparisons, (g+ = −0.63, 95% CI = −0.83 to −0.43, p < 0.001)”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > What effect do improvements in sleep quality have on mental health?
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Finally, interventions that successfully improved sleep quality had a small effect on negative symptoms (g+ = −0.28, 95% CI = −3.22 to 2.65, p = 0.436) across k = 2 comparisons, with zero heterogeneity (I2 = 0%, Q = 1, p = 0.318).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > What effect do improvements in sleep quality have on mental health?
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Interventions that successfully improved sleep quality had a statistically significant, medium sized effect on rumination (g+ = −0.49, 95% CI = −0.93 to −0.04, p = 0.041) across four comparisons, with moderate heterogeneity (I2 = 36%, Q = 4.65, p = 0.1991).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > What effect do improvements in sleep quality have on mental health?
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“with lower levels of heterogeneity, (I2 = 43%, Q = 52.49, p = 0.0067).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > What effect do improvements in sleep quality have on mental health?
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“No other continuous variables significantly moderated the effect of improving sleep on mental health.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > Moderators of the effect of improving sleep quality on composite mental health outcomes
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Interventions that successfully improved sleep quality had a small effect on positive symptoms (g+ = −0.26, 95% CI = −0.43 to −0.08, p = 0.014) across five comparisons, with zero heterogeneity (I2 = 0%, Q = 1.71, p = 0.788).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > What effect do improvements in sleep quality have on mental health?
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“relatively few studies examined the effect of improving sleep over the long term.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Discussion > Strengths and limitations
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
In the paper
“Furthermore, a meta-analysis of 21 longitudinal studies reported that people with insomnia at baseline had a two-fold risk of developing depression at follow-up compared with people who did not experience insomnia [13].”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Does improving sleep lead to better mental health? A meta-analysis of randomised controlled trials > Evidence on the relationship between sleep and mental health
What the sources say
- Not checked yetcites [13] Baglioni, 2011, Insomnia as a predictor of depression: a meta-analytic evaluation of longitudinal epidemiological studies, J Affect Disord source
plaincorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
None of the sources cited for this claim have been checked yet.
In the paper
“Longitudinal designs provide stronger evidence, but are prone to residual confounding [[36], [37], [38]] and other forms of bias that limit causal inference [[39], [40], [41], [42], [43]].”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Does improving sleep lead to better mental health? A meta-analysis of randomised controlled trials > Evidence on the relationship between sleep and mental health
What the sources say
- Not checked yetcites [36] Achen, 2005, Let's put garbage-can regressions and garbage-can probits where they belong, Conflict Manag Peace Sci source
- Not checked yetcites [37] Spector, 2011, Methodological urban legends: the misuse of statistical control variables, Organ Res Methods source
- Not checked yetcites [38] Zapf, 1996, Longitudinal studies in organizational stress research: a review of the literature with reference to methodological issues, J Occup Health Psychol source
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Therefore, the effect of improving sleep on other mental health outcomes, using different approaches to intervention, is limited.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Does improving sleep lead to better mental health? A meta-analysis of randomised controlled trials > Evidence on the relationship between sleep and mental health
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“First, previous reviews have included studies that did not successfully manipulate sleep (i.e., the intervention did not improve sleep relative to controls).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Does improving sleep lead to better mental health? A meta-analysis of randomised controlled trials > Evidence on the relationship between sleep and mental health
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
In the paper
“For example, cross-sectional designs tell us that variables are associated in some way, but they cannot say whether one variable precedes the other in a causal chain [35].”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Does improving sleep lead to better mental health? A meta-analysis of randomised controlled trials > Evidence on the relationship between sleep and mental health
What the sources say
- Not checked yetcites [35] Brewer, 2000, Research design and issues of validity, Handb Res Methods Soc Pers Psychol
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
In the paper
“For example, people with insomnia are 10 and 17 times more likely than those without insomnia to experience clinically significant levels of depression and anxiety, respectively [24].”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Does improving sleep lead to better mental health? A meta-analysis of randomised controlled trials > Evidence on the relationship between sleep and mental health
What the sources say
- Not checked yetcites [24] Taylor, 2005, Epidemiology of insomnia, depression, and anxiety, Sleep source
plaincorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
None of the sources cited for this claim have been checked yet.
In the paper
“The best evidence is provided by studies that randomly allocate participants to experimental and control conditions to minimise the effects of potential confounds [44,45].”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Does improving sleep lead to better mental health? A meta-analysis of randomised controlled trials > Evidence on the relationship between sleep and mental health
What the sources say
- Not checked yetcites [44] Woodward, 2005
- Not checked yetcites [45] Cartwright, 2007
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Unfortunately, most research on the association between sleep and mental health is observational in design.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Does improving sleep lead to better mental health? A meta-analysis of randomised controlled trials > Evidence on the relationship between sleep and mental health
plaincorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“These findings suggest that the primary studies included in the present review successfully manipulated sleep quality, even after accounting for outliers.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > Manipulation check: did sleep quality improve significantly in the intervention group relative to controls?
hedgeddirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
None of the sources cited for this claim have been checked yet.
In the paper
“For example, poor sleep has also been associated with post-traumatic stress [25], eating disorders [26], and psychosis spectrum experiences such as delusions and hallucinations [23,27].”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Does improving sleep lead to better mental health? A meta-analysis of randomised controlled trials > Evidence on the relationship between sleep and mental health
What the sources say
- Not checked yetcites [23] Reeve, 2015, The role of sleep dysfunction in the occurrence of delusions and hallucinations: a systematic review, Clin Psychol Rev source
- Not checked yetcites [27] Scott, 2017, A structural equation model of the relationship between insomnia, negative affect, and paranoid thinking, PLoS One source
plaincorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“However, even these meta-analyses do not permit robust conclusions as to the causal impact of sleep on mental health outcomes for several reasons.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Does improving sleep lead to better mental health? A meta-analysis of randomised controlled trials > Evidence on the relationship between sleep and mental health
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Second, reviews have tended to examine the effect of interventions targeting sleep on mental health at the first post-intervention time point.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Does improving sleep lead to better mental health? A meta-analysis of randomised controlled trials > Evidence on the relationship between sleep and mental health
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
In the paper
“Therefore, to establish whether sleeping problems are causally associated with mental health difficulties, it is necessary to experimentally manipulate sleep to see whether changes in sleep lead to changes in mental health over time (i.e., the interventionist approach to causation, [46]).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Does improving sleep lead to better mental health? A meta-analysis of randomised controlled trials > Evidence on the relationship between sleep and mental health
What the sources say
- Not checked yetcites [46] Campbell, 2007, An interventionist approach to causation in psychology, Causal Learn Psychol Philos Comput source
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: unclear — It is unclear whether it could be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Our findings suggest that sleep is causally related to the experience of mental health difficulties.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Abstract
hedgeddirectn = 8,608- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
- Rests on an assumption: The interventions that successfully improved sleep quality did not improve mental health through mechanisms other than improved sleep.
None of the sources cited for this claim have been checked yet.
In the paper
“However, problems sleeping and mental health difficulties are also intrinsically linked [8,9].”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Does improving sleep lead to better mental health? A meta-analysis of randomised controlled trials
What the sources say
plaincorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
In the paper
“It is not possible to conclude whether sleep is causally linked to mental health if the experimental manipulation of sleep is unsuccessful [51].”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Does improving sleep lead to better mental health? A meta-analysis of randomised controlled trials > Evidence on the relationship between sleep and mental health
What the sources say
- Not checked yetcites [51] Fedak, 2015, Applying the Bradford Hill criteria in the 21st century: how data integration has changed causal inference in molecular epidemiology, Emerg Themes Epidemiol
plaincorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
In the paper
“For example, people with insomnia are 10 and 17 times more likely than those without insomnia to experience clinically significant levels of depression and anxiety, respectively [24].”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Does improving sleep lead to better mental health? A meta-analysis of randomised controlled trials > Evidence on the relationship between sleep and mental health
What the sources say
- Not checked yetcites [24] Taylor, 2005, Epidemiology of insomnia, depression, and anxiety, Sleep source
plaincorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
In the paper
“cost savings following sleep intervention have also been specifically reported in people with comorbid mental health difficulties such as depression [86].”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Discussion > Sleep as a transdiagnostic treatment target
What the sources say
- Not checked yetcites [86] Watanabe, 2014, Cost-effectiveness of brief behavioral therapy for insomnia comorbid with depression: analysis of a randomized controlled trial, Psychosom Med
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Taken together these results suggest that the effect of improving sleep on composite mental health is robust to possible publication bias.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > Publication bias
hedged- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“raising the possibility that delivering interventions that improve sleep early might limit the risk of developing (or exacerbating) substantive mental health difficulties.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Discussion > Sleep as a transdiagnostic treatment target
hedgedconditional- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“A dearth of primary studies of other mental health difficulties (e.g., psychosis spectrum experiences, suicidal ideation, PTSD, rumination, and burnout) mean that it is premature to draw definitive conclusions in these areas.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Discussion
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“This finding suggests that it is the beneficial effect of improved sleep quality that confers improvements in mental health rather than the inclusion of modules that target processes associated with mental health commonly seen in CBTi protocols.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > Moderators of the effect of improving sleep quality on composite mental health outcomes
hedgeddirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The present findings support the idea that targeting sleep promotes mental health across a range of populations and experiences.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Discussion > Sleep as a transdiagnostic treatment target
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
None of the sources cited for this claim have been checked yet.
In the paper
“less severe mild-to-moderate presentations of mental health difficulties can develop over time into more severe mental health diagnoses [88,89]”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Discussion > Sleep as a transdiagnostic treatment target
What the sources say
- Not checked yetcites [88] Van Os, 2009, A systematic review and meta-analysis of the psychosis continuum: evidence for a psychosis proneness–persistence–impairment model of psychotic disorder, Psychol Med source
- Not checked yetcites [89] Keyes, 2002, The mental health continuum: from languishing to flourishing in life, J Health Soc Behav source
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“This suggests that the smaller effect of improving sleep on mental health at longer follow-ups might be driven by a smaller effect of the interventions on sleep quality at longer follow-ups.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > Moderators of the effect of improving sleep quality on composite mental health outcomes
hedgedconditional- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“This finding strengthens the notion that improvements in sleep are behind improvements in mental health.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > Moderators of the effect of improving sleep quality on composite mental health outcomes
boosteddirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
In the paper
“shorter and more variable sleep has been shown to be longitudinally associated with more severe hallucinations and delusional ideation in those at high-risk of psychosis [87].”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Discussion > Sleep as a transdiagnostic treatment target
What the sources say
- Not checked yetcites [87] Reeve, 2019, Sleep duration and psychotic experiences in patients at risk of psychosis: a secondary analysis of the EDIE-2 trial, Schizophr Res source
plaincorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“suggesting that greater improvements in sleep led to greater improvements in mental health.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > Moderators of the effect of improving sleep quality on composite mental health outcomes
hedgeddirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
In the paper
“offering a digital CBTi intervention (Sleepio) to primary care patients was associated with an average saving of £70.44 per intervention user [85]”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Discussion > Sleep as a transdiagnostic treatment target
What the sources say
- Not checked yetcites [85] Sampson, 2021, Digital cognitive behavioural therapy for insomnia and primary care costs in England: an interrupted time series analysis, medRxiv
plaincorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
None of the sources cited for this claim have been checked yet.
In the paper
“Improving sleep has also been shown to improve aspects of physical health, including fatigue [81], chronic pain [82,83], and overall health related quality of life [84]”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Discussion > Sleep as a transdiagnostic treatment target
What the sources say
- Not checked yetcites [81] Espie, 2008, Randomized controlled clinical effectiveness trial of cognitive behavior therapy compared with treatment as usual for persistent insomnia in patients with cancer, J Clin Oncol source
- Not checked yetcites [82] Selvanathan, 2021, Cognitive behavioral therapy for insomnia in patients with chronic pain-A systematic review and meta-analysis of randomized controlled trials, Sleep Med Rev source
- Not checked yetcites [83] Vitiello, 2009, Cognitive behavioral therapy for insomnia improves sleep and decreases pain in older adults with co-morbid insomnia and osteoarthritis, J Clin Sleep Med source
- Not checked yetcites [84] Kyle, 2010, Insomnia and health-related quality of life, Sleep Med Rev source
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“This suggests that improving sleep could prove helpful across a range of mental health severities, thus broadening the possible impact of sleep interventions within healthcare services.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Discussion > Sleep as a transdiagnostic treatment target
hedgedconditional- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“there were few primary studies for some of the outcomes included in this review. Consequently, in lieu of more studies reporting these outcomes, the inferences that we can make for mental health outcomes other than depression and anxiety are more limited.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Discussion > Strengths and limitations
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
- It may state two separate claims as one. 18
- Probably not a substantial claim. 20
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“We also found a dose response relationship, in that greater improvements in sleep quality led to greater improvements in mental health.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Abstract
plaindirectn = 8,608- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“After re-running the analysis with eleven outlying effect sizes removed, the effect of improving sleep on composite mental health outcomes was small-to-medium sized but still statistically significant, (g+ = −0.42, 95% CI = −0.49 to −0.34, p < 0.001)”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > What effect do improvements in sleep quality have on mental health?
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Studies that found significant effects of the intervention on sleep quality reported larger effects on subsequent composite mental health, (g = −0.53, 95% CI = −0.68 to −0.38, p < 0.001), than studies that did not find a significant effect of the intervention on sleep quality, (g = −0.12, 95% CI = −0.24 to 0.01, p = 0.0522)”
- Also stated in: § Moderators of the effect of improving sleep quality on composite mental health outcomes · plain
“a difference that was statistically significant, (Q = 17.59, p < 0.001).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > Moderators of the effect of improving sleep quality on composite mental health outcomes
plaincorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
- Also stated in: § Moderators of the effect of improving sleep quality on composite mental health outcomes · plain
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“we found no difference in the effect of improving sleep quality on mental health between those with clinically defined mental health difficulties and those with non-clinical experiences or between those recruited from clinical vs. community settings, with both groups receiving significant benefits of improved sleep on mental health.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Discussion > Sleep as a transdiagnostic treatment target
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Studies reporting the effect of the intervention at shorter follow-ups reported larger improvements in sleep quality, (g = −1.03, 95% CI = −1.27 to −0.78, p < 0.001), than those reporting longer follow-ups (g = −0.44, 95% CI = −0.62 to −0.27, p < 0.001), a difference that was statistically significant, (Q = 14.38, p < 0.001).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > Moderators of the effect of improving sleep quality on composite mental health outcomes
plaincorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“There were moderate levels of heterogeneity (I2 = 55%, Q = 11.05, p = 0.05), but there were no outlying effect sizes.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > What effect do improvements in sleep quality have on mental health?
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Ten studies were imputed resulting in a statistically significant, small-to-medium sized adjusted effect of improving sleep on composite mental health outcomes (g+ = −0.35, 95% CI = −0.55 to −0.16, p < 0.001).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > Publication bias
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The effect of improving sleep quality on composite mental health was medium-sized and statistically significant, regardless of the presence of physical and/or mental health comorbidities.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Discussion > Sleep as a transdiagnostic treatment target
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“There were low levels of heterogeneity (I2 = 20%, Q = 1.25, p = 0.263) and no outlying effect sizes.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > What effect do improvements in sleep quality have on mental health?
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Ten studies (15%) were judged as having low risk of bias, 29 studies (45%) were judged as high risk of bias, and 26 studies (40%) were judged as unclear.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > Risk of bias assessments
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“most of the analyses are based on CBT interventions for insomnia.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Discussion > Strengths and limitations
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Finally, to date there has been no or limited attempts to investigate variables that influence – or moderate – the impact of interventions that improve sleep on mental health.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Does improving sleep lead to better mental health? A meta-analysis of randomised controlled trials > Evidence on the relationship between sleep and mental health
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim.
In the paper
“such that poor sleep contributes to the onset, recurrence, and maintenance of mental health difficulties [[13]∗, [14], [15]∗, [16], [17]].”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Does improving sleep lead to better mental health? A meta-analysis of randomised controlled trials
What the sources say
- Not checked yetcites [[13]∗, [14], [15]∗, [16], [17]]
plaindirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“2) effects are limited to the short-term where they are likely to be strongest.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Does improving sleep lead to better mental health? A meta-analysis of randomised controlled trials > Evidence on the relationship between sleep and mental health
hedged- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: unclear — It is unclear why the paper says it holds.
It may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“1) there is no temporal lag between the measurement of sleep and measurement of mental health (a key tenet of causal inference);”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Does improving sleep lead to better mental health? A meta-analysis of randomised controlled trials > Evidence on the relationship between sleep and mental health
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: fails — The paper may give no reason why it holds.
Probably not a substantial claim. The paper may give no reason why it holds.
In the paper
“For example, poor sleep has also been associated with post-traumatic stress [25], eating disorders [26], and psychosis spectrum experiences such as delusions and hallucinations [23,27].”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Does improving sleep lead to better mental health? A meta-analysis of randomised controlled trials > Evidence on the relationship between sleep and mental health
What the sources say
- Not checked yetcites [25] Harvey, 2003, Sleep and posttraumatic stress disorder: a review, Clin Psychol Rev source
plaincorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“The association between sleep and mental health is well documented [9,13,[18], [19], [20], [21], [22], [23]∗].”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Does improving sleep lead to better mental health? A meta-analysis of randomised controlled trials > Evidence on the relationship between sleep and mental health
What the sources say
- Not checked yetcites [9,13,[18], [19], [20], [21], [22], [23]∗]
boostedcorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“Risk of bias was assessed using the risk of bias assessment criteria developed by the Cochrane Collaboration [60].”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Method > Outcomes and prioritization
What the sources say
- Not checked yetcites [60] Higgins, 2011, Chapter 8: assessing risk of bias in included studies
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“Publication bias was assessed via visual inspection of a funnel plot and Egger's test [70].”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Method > Outcomes and prioritization
What the sources say
- Not checked yetcites [70] Egger, 1997, Bias in meta-analysis detected by a simple, graphical test, BMJ source
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
None of the sources cited for this claim have been checked yet.
In the paper
“Studies have also found that specific sleep disorders, such as sleep apnoea [28], circadian rhythm disruption [29], restless leg syndrome [30], excessive daytime sleepiness and narcolepsy [31,32], sleepwalking [33], and nightmares [34] are all more prevalent in those experiencing mental health difficulties.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Does improving sleep lead to better mental health? A meta-analysis of randomised controlled trials > Evidence on the relationship between sleep and mental health
What the sources say
- Not checked yetcites [28] Sharafkhaneh, 2005, Association of psychiatric disorders and sleep apnea in a large cohort, Sleep source
- Not checked yetcites [29] Wulff, 2010, Sleep and circadian rhythm disruption in psychiatric and neurodegenerative disease, Nat Rev Neurosci source
- Not checked yetcites [30] Picchietti, 2005, Restless legs syndrome, periodic limb movements in sleep, and depression, Sleep
plaincorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: unclear — It is unclear whether the paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
In the paper
“For example, poor sleep has also been associated with post-traumatic stress [25], eating disorders [26], and psychosis spectrum experiences such as delusions and hallucinations [23,27].”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Does improving sleep lead to better mental health? A meta-analysis of randomised controlled trials > Evidence on the relationship between sleep and mental health
What the sources say
- Not checked yetcites [26] Lauer, 2004, Sleep in eating disorders, Sleep Med Rev source
plaincorrelational- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“We followed PRISMA guidelines [53] when selecting studies.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Method > Data management and study selection
What the sources say
- Not checked yetcites [53] Moher, 2009, Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement, BMJ source
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“Records were screened by two members of the review team, and a sub-sample of 10% of each reviewer's records were second checked by the other reviewer, with almost perfect agreement between the reviewers (kappa = 1.00 and 0.99).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Method > Data management and study selection
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
In the paper
“Additionally, Orwin's formula [71] was used to determine the fail-safe n.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Method > Outcomes and prioritization
What the sources say
- Not checked yetcites [71] Orwin, 1983, A fail-safe N for effect size in meta-analysis, J Educ Stat
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Third, the focus of previous reviews has been limited to depression and anxiety only, and typically limited to CBTi interventions.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Does improving sleep lead to better mental health? A meta-analysis of randomised controlled trials > Evidence on the relationship between sleep and mental health
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“We conducted a sensitivity analysis examining the effect of outliers for each outcome by rerunning the analysis with any outlying effect sizes removed.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Method > Outcomes and prioritization
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“To our knowledge, the review is the first to adopt this approach in the field of sleep and mental health”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Discussion > Strengths and limitations
hedged- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: fails — The paper may give no reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“the review was specifically designed to test the causal association between sleep and mental health (i.e., RCTs only, successful sleep improvement required, temporal lag between measures etc.).”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Discussion > Strengths and limitations
plaindirectn = 8,608- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Taken together, the findings suggest that improving sleep leads to better mental health, therefore providing strong evidence that sleep plays a causal role in the experience of mental health difficulties.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Discussion
boosteddirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“therefore improving sleep might be one tool that can be used in combination with others to limit the risk of transition.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Discussion > Sleep as a transdiagnostic treatment target
hedgedconditional- Asserted: passes — The authors put it forward as true.
- Checkable: fails — It may be too vague to check against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. It may be too vague to check against evidence.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“we provide an analysis of possible moderators of the effect of improving sleep on mental health, identifying several key moderators of the effect.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Discussion > Strengths and limitations
hedged- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim.
What the paper did — it cites no source for this, so there is none to check. The quote shows it is in the paper.
In the paper
“it provides a comprehensive and up-to-date search of RCTs examining the effect of improving sleep on a variety of subsequent mental health outcomes.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Discussion > Strengths and limitations
plainn = 8,608- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“the timing of sleep is particularly important in circadian rhythm disorders and daytime sleepiness is a key outcome in sleep apnoea research.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Discussion > Strengths and limitations
plain- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: fails — The paper may give no reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds. It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“it may be that our focus on sleep quality precluded some studies that do not focus on insomnia from inclusion.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Discussion > Strengths and limitations
hedgedconditional- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“different sleep disorders have different conceptualisations of improvement that might not include sleep quality.”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Discussion > Strengths and limitations
hedged- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: fails — The paper’s conclusions may not depend on it.
- Based: passes — The paper gives a reason why it holds.
Probably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“Those that did report longer follow-ups generally found smaller effects (although still statistically significant), most likely due to the diminishing effects of interventions on sleep quality over time [91].”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Discussion > Strengths and limitations
What the sources say
- Not checked yetcites [91] van der Zweerde, 2019, Cognitive behavioral therapy for insomnia: a meta-analysis of long-term effects in controlled studies, Sleep Med Rev source
hedgeddirect- Asserted: passes — The authors put it forward as true.
- Checkable: passes — It can be checked against evidence.
- Load-bearing: passes — The paper’s conclusions depend on it.
- Based: passes — The paper gives a reason why it holds.
It may state two separate claims as one.
The paper relies on this without support.
The interventions that successfully improved sleep quality did not improve mental health through mechanisms other than improved sleep.
“To better isolate the effect of improved sleep on mental health, we excluded interventions that included specific elements targeting mental health (e.g., CBT elements for depression).”
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?
The source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“This is aligned with evidence showing that improvements in all lifestyle domains that we targeted is associated with improvements in the QOL mental component summary measure [5, 6, 70, 81, 82].”
From Personalized machine learning guided intervention for optimizing lifestyle behaviors in depression: a pilot study (2026) · cites this paper as [82]
Experimental — accuracy not yet measuredThe cited source says what the claim attributes to it.
In the citing paper
“This finding aligns with the strong foundation in the literature that improvements in sleep, diet and exercise are linked to improvements in depression symptoms [82, 99, 100].”
From Personalized machine learning guided intervention for optimizing lifestyle behaviors in depression: a pilot study (2026) · cites this paper as [82]
The check wasn’t confident either way, so it gives no verdict — never disputed.
In the citing paper
“Rather than suppressing distressing cognitions, ACT promotes acceptance and value-consistent action, thereby reducing the struggle that sustains insomnia-related arousal [78].”
From Pre-Sleep Anxiety: Mechanisms and Therapeutic Approaches in Clinical Practice. (2026) · cites this paper as [78]
Experimental — accuracy not yet measuredThe check wasn’t confident either way, so it gives no verdict — never disputed.
In the citing paper
“ACT extends the principles of mindfulness by emphasizing psychological flexibility -one's capacity to tolerate aversive internal experiences, such as anxiety or wakefulness, without engaging in maladaptive control efforts [78].”
From Pre-Sleep Anxiety: Mechanisms and Therapeutic Approaches in Clinical Practice. (2026) · cites this paper as [78]
Experimental — accuracy not yet measuredIn the citing paper
“A recent meta-analysis concluded that sleep improvement after different non-pharmacological treatments for insomnia is causally related to improvements in mental health [19].”
From Cognitive behavioral therapy for insomnia in patients with mental disorders and comorbid insomnia: A systematic review and meta-analysis (2022) · cites this paper as [19]
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.
Rated minor: it would not touch a result — a value no result rests on, a p-value that stays on the same side of the significance level, or a conflict that is clerical, resolved elsewhere in the paper, or outside its own findings.
In the paper
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > Study characteristics
“sleep restriction alone (2, 3%)”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > Moderators of the effect of improving sleep quality on composite mental health outcomes
“| Intervention type | Sleep restriction onlyc | 1 | – | – | |”
Rated minor: it would not touch a result — a value no result rests on, a p-value that stays on the same side of the significance level, or a conflict that is clerical, resolved elsewhere in the paper, or outside its own findings.
In the paper
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > Moderators of the effect of improving sleep quality on composite mental health outcomes
“a difference that was statistically significant, (Q = 17.59, p < 0.001)”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > Moderators of the effect of improving sleep quality on composite mental health outcomes
“| Significant effect on sleepa | Yes | 72 | −0.53 | −0.69 to −0.38 | 17.69∗∗∗ |”
Rated minor: it would not touch a result — a value no result rests on, a p-value that stays on the same side of the significance level, or a conflict that is clerical, resolved elsewhere in the paper, or outside its own findings.
In the paper
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > What effect do improvements in sleep quality have on mental health?
“| Anxiety | −0.51∗∗∗ | −0.77 to −0.24 | 82% | 186.92∗∗∗ | 35 | 5819 |”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > What effect do improvements in sleep quality have on mental health?
“(g+ = −0.50, 95% CI = −0.76 to −0.24, p < 0.001), with substantial levels of heterogeneity, (I2 = 82%, Q = 187.02, p < 0.001)”
Rated minor: it would not touch a result — a value no result rests on, a p-value that stays on the same side of the significance level, or a conflict that is clerical, resolved elsewhere in the paper, or outside its own findings.
In the paper
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > Study characteristics
“33 (46%) reported a measure of anxiety”
§ Improving sleep quality leads to better mental health: A meta-analysis of randomised controlled trials > Results > What effect do improvements in sleep quality have on mental health?
“| Anxiety | −0.51∗∗∗ | −0.77 to −0.24 | 82% | 186.92∗∗∗ | 35 | 5819 |”
Citations
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Cited by
Sorted by citations
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Marx, W., Manger, S., Blencowe, M., Murray, G., Ho, F. Y., Lawn, S., Blumenthal, J. A., Schuch, F. B., Stubbs, B., Ruusunen, A. A., et al. (2022) · The World Journal of Biological Psychiatry · doi:10.1080/15622975.2022.2112074 · Cited by 200
“Scott et al. found improvements in depressive symptoms by sleep-focussed interventions to be mediated through improved sleep quality (g¼ 0.47, 95%CI [ 0.57, 0.37], p< 0.001 after outliers removed to decrease heterogeneity) (Scott et al. 2021).”
BackgroundInfluentialO’Connor, R. C., Worthman, C. M., Abanga, M. A., Athanassopoulou, N., Boyce, N., Chan, L. F., Christensen, H. M., Das‐Munshi, J., Downs, J. L., Koenen, K. C., et al. (2023) · The Lancet Psychiatry · doi:10.1016/s2215-0366(23)00058-5 · Cited by 139
“19 Behavioural factors including smoking and substance use, poor sleep, 45 poor diet, 46 and inactivity 16 also pervasively affect mental states and underpin links to physical comorbidities.”
BackgroundNovel strategies for cancer immunotherapy: counter-immunoediting therapy
Liu, S., Sun, Q., & Ren, X. (2023) · Journal of Hematology & Oncology · doi:10.1186/s13045-023-01430-8 · Cited by 107
“Regular exercise and adequate sleep are known to improve mental health and decrease stress, anxiety, and depression [325, 326].”
Background
Metadata
- Authors
- Scott, A. J., Webb, T. L., Martyn-St James, M., Rowse, G., & Weich, S.
- Affiliations
- Keele University (GB)
- University of Sheffield (GB)
- Corresponding author
- Scott, Alexander J.
- Venue
- Sleep Medicine Reviews
- Publisher
- Elsevier BV
- Published
- 2021-12
- Volume
- 60
- Pages
- 101556
- ISSN
- 1087-0792 (ISSN-L)
- PMC
- PMC8651630
- OpenAlex
- W3203364067
- Cited by
- 1,094
- References
- 194
- Citations by year
- 2026: 226 · 2025: 349 · 2024: 275 · 2023: 190 · 2022: 51 · 2021: 3
- FWCI
- 21.13
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Sleep Medicine Reviews (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- White Rose Research Online (University of Leeds, The University of Sheffield, University of York) (acceptedVersion)
- Keele Research Repository (Keele University) (submittedVersion, cc-by)
- PsyArXiv (OSF Preprints) (submittedVersion, cc-by)
- PsyArXiv (OSF Preprints) (submittedVersion)
- Funders
- Research for Patient Benefit Programme (PB-PG- 0817-20027)
- National Institute for Health Research
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Sleep and related disorders
- Social Sciences › Psychology › Clinical Psychology › Mindfulness and Compassion Interventions
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Keywords
- sleep quality, mental health, sleep interventions, depression, anxiety, rumination, stress, psychotic symptoms, dose-response relationship
- MeSH terms
- Sleep Quality, Anxiety, Humans, Mental Health, Psychotic Disorders, Sleep, Randomized Controlled Trials as Topic
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
A language model drew the claims from the paper on 2026-10-09, under version 3 of the claim definition (model deepseek-v4.1-flash, prompt extract-v3).
A second model labelled each claim on 2026-10-09 (model jev-1.13-20260917, definition revision gold-guideline-v0.2).
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
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