Unguided low intensity cognitive behaviour therapy for anxiety and depression during the COVID-19 pandemic: A randomised trial
Open accessAbstract
The COVID-19 pandemic has had a severe impact on mental health worldwide, with increased rates of anxiety and depression widely documented. The aim of this study was to examine unguided low intensity cognitive behaviour therapy for anxiety and depression during the pandemic. A sample of 225 individuals in Australia and the United Kingdom (M age 37.79, SD = 14.02, range 18-80 years; 85% female) were randomised into intervention or waitlist control. The intervention group demonstrated significant decreases in anxiety (d = 0.36 [0.18, 0.54]) and depression (d = 0.28 [0.11, 0.45]) compared to controls. The majority of participants (96%) rated the intervention as useful, and most (83%) reported they spent 30 min or less reading the guide, with 83% agreeing the intervention was easy to read. The results indicate that low intensity cognitive behaviour therapy has efficacy in reducing anxiety and depression during the COVID-19 pandemic. There is an urgent need to disseminate low intensity psychological therapies to improve mental health in this challenging time.
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- Findingown data
Most participants (96%) rated the intervention as useful.
“The majority of participants (96%) rated the intervention as useful”
- Also stated in: § Adherence to treatment and guide feedback · plain
“The majority of participants (96%) agreed or strongly agreed that the intervention was useful.”
Quote in the paperNot a substantial claim - Also stated in: § Adherence to treatment and guide feedback · plain
- Findingown data
Most participants (83%) reported spending 30 minutes or less reading the guide.
“most (83%) reported they spent 30 min or less reading the guide”
- Also stated in: § Adherence to treatment and guide feedback · plain
“Over three quarters of the participants (83%) reported that on average they spent 30 min or less reading the guide”
Quote in the paperNot a substantial claim - Also stated in: § Adherence to treatment and guide feedback · plain
- Findingown data
Among those answering follow-up questions, 86% implemented at least one technique from the guide.
“Of the individuals who answered follow up questions about the intervention, 70 (86%) indicated they had put in place at least one of the techniques outlined.”
Quote in the paperNot a substantial claim - Findingown data
The sample's pre-treatment anxiety and depression scores were significantly higher than those in pandemic samples from Australia and the UK.
“Further, the pre-treatment means for anxiety (M(SD) = 8.37 (5.56) and depression M (SD) = 8.25(5.64) in our sample were significantly higher than means during the pandemic in Australia (anxiety, M(SD) = 4.4 (5.2), p < .001; depression, M(SD) = 5.4 (5.9), p < .001; Dawel et al., 2020) and the UK (anxiety, M(SD) = 5.7 (5.6), p < .001; depression, M(SD) = 6.6 (6.0), p = .002; Fancourt et al., 2020).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Dawel et al., 2020 source
Not checked in the free run.
- cites Fancourt et al., 2020
Not checked in the free run.
- Findingown data
Victorian residence had no significant main or moderating effect on GAD-7 or PHQ-9 outcomes.
“When replacing age with Victorian residence as a moderator although mean GAD-7 and PHQ-9 scores were higher for Victorian compared to non-Victorian participants, there were no significant main or moderating effects of Victorian residence”
Quote in the paperNot a substantial claim
- Findingown data
There was a strong positive correlation between GAD-7 and PHQ-9 at baseline.
“As would be expected, there was a strong positive correlation between the GAD-7 and PHQ-9, emphasising the necessity of treating them as correlated outcomes in the analysis.”
Quote in the paperSubstantial claim - Findingown data
There was a significant interaction between treatment group and pre-treatment depressive symptoms, such that pre-treatment depressive symptoms were more strongly related to post-treatment depressive symptoms in the control group than in the intervention group.
“In contrast, however, there was an additional significant interaction between treatment group and pre-treatment depressive symptoms. This indicates that pre-treatment depressive symptoms were more strongly related to post-treatment depressive symptoms in the control group, compared to the intervention group.”
Quote in the paperNot a substantial claim - Interpretationown data
Low intensity cognitive behaviour therapy has efficacy in reducing anxiety and depression during the COVID-19 pandemic.
“The results indicate that low intensity cognitive behaviour therapy has efficacy in reducing anxiety and depression during the COVID-19 pandemic.”
- Also stated in: § Discussion · hedged
“In summary, the findings indicated that very brief, low intensity CBT reduced anxiety and depression in adults during the COVID-19 pandemic.”
Quote in the paperSubstantial claim - Also stated in: § Discussion · hedged
- Study design and conductown data
The study was underpowered to detect a small effect size.
“Based on an a-priori power analysis for a MANCOVA using the method of Dattalo (2013) with an alpha level of 0.05, 80% power, a small effect size (f 2 = 0.02), two groups, three covariates, and two outcomes, 190 participants per treatment group would be required. This indicates the present study was underpowered.”
- Also stated in: § Discussion · plain
“Fifth, the study was underpowered to detect a small effect size.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Dattalo (2013)
Not checked in the free run.
- Also stated in: § Discussion · plain
- Premisecitation
There is an insufficient number of CBT specialists to meet demand worldwide.
“It also meets an important gap in service provision, as there is an insufficient number of CBT specialists to meet demand worldwide (Fairburn & Patel, 2014).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Fairburn & Patel, 2014 source
Not checked in the free run.
- Study design and conductown data
The MANCOVA-style path model with GAD-7 and PHQ-9 as correlated outcomes showed good fit to the data.
“The MANCOVA-style path model with GAD-7 and PHQ-9 as correlated outcomes showed good fit to the data: χ2(df) = 8.50(4), p = .075; CFI = .986, TLI = .947, SRMR = .035.”
Quote in the paperNot a substantial claim - Study design and conductreasoning
The study limited symptom outcomes to anxiety and depression to minimise participant burden and dropout.
“Third, we limited the symptom outcomes to anxiety and depression to minimise participant burden and dropout.”
Quote in the paperNot a substantial claim - Interpretationcitation
The trial's effect sizes are comparable to those in reviews of unguided internet interventions and a meta-analysis of unguided internet and low intensity interventions (d = 0.27).
“These findings are comparable to reviews of unguided internet interventions for anxiety and depression (Andersson, 2016), and a meta-analysis of unguided internet and low intensity interventions (d = 0.27; Karyotaki et al., 2017).”
Quote in the paperSubstantial claim0 of 2 sources checked - Study design and conductnone given
Individuals with lived experience of anxiety and depression were not consulted during the design of the intervention.
“Individuals with lived experience of anxiety and depression were not consulted during the design of the intervention as to which areas they believe should have been included”
Quote in the paperNot a substantial claim - Study design and conductnone given
The intervention required no input from health professionals.
“A strength was that the intervention was easily implemented, requiring no input from health professionals.”
Quote in the paperSubstantial claim
- The quote only partly states this claim. 2
- Classified as probably not a substantial claim. 19
- May combine two claims. 18
The quote only partly states this claim.
Findingown dataIn adults in Australia and the UK during the COVID-19 pandemic, unguided low intensity CBT produced a small significant reduction in anxiety compared with a waitlist control after one week, with d = 0.36 [0.18, 0.54].
“The intervention group demonstrated significant decreases in anxiety (d = 0.36 [0.18, 0.54]) and depression (d = 0.28 [0.11, 0.45]) compared to controls.”
- Also stated in: § Changes over time · plain
“After accounting for pre-treatment levels, the control group had significantly higher anxiety on the GAD-7 following treatment compared to the intervention group, which was a small effect (d = 0.36 [0.18, 0.54]; see Table 5 for coefficients).”
Quote in the paperSubstantial claim- Rests on an assumption: Participants in the waitlist control group did not receive the intervention or other active mental health treatment during the one-week wait.
- Also stated in: § Changes over time · plain
The quote only partly states this claim.
Findingown dataIn adults in Australia and the UK during the COVID-19 pandemic, unguided low intensity CBT produced a small significant reduction in depressive symptoms compared with a waitlist control after one week, with d = 0.28 [0.11, 0.45].
“The intervention group demonstrated significant decreases in anxiety (d = 0.36 [0.18, 0.54]) and depression (d = 0.28 [0.11, 0.45]) compared to controls.”
- Also stated in: § Changes over time · plain
“Similarly, after controlling for pre-treatment levels, the control group also had a significantly higher level of depressive symptoms following treatment compared to the intervention group, and this was a small effect (d = 0.28 [0.11, 0.45]; see Table 5 for coefficients).”
Quote in the paperSubstantial claim- Rests on an assumption: Participants in the waitlist control group did not receive the intervention or other active mental health treatment during the one-week wait.
- Also stated in: § Changes over time · plain
Probably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataMost participants agreed the guide was easy to read (83% in the abstract; 86% in the results).
“with 83% agreeing the intervention was easy to read”
- Also stated in: § Adherence to treatment and guide feedback · plain
“Most of the sample (86%) either agreed or strongly agreed that the guide was easy to read”
Quote in the paperNot a substantial claim- Also stated in: § Adherence to treatment and guide feedback · plain
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataWhen asked about preferred format, 46% of participants preferred a mobile app, 38% a paper copy, and 56% a website.
“When asked about their preferred format(s) for the intervention, 37 (46%) of participants would prefer to receive it as a mobile app, 31 (38%) as a paper copy, and 45 (56%) through a website online.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe anxiety treatment effect was not moderated by pre-treatment anxiety or age.
“While pre-treatment levels of anxiety were significantly positively associated with post-treatment severity, there was no moderation on the treatment effect. There was also no direct or moderating relationship from age.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataAmong intervention completers who provided feedback, 88% read 50% or more of the guide and 57% read the full guide.
“Of the participants who completed the intervention and provided feedback (n = 81), 71 (88%) indicated they had read 50% or more of the guide, with 46 (57%) reporting that they had read the full guide.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe final sample was 225 participants (193 from Australia, 32 from the UK), with 112 randomly allocated to the intervention group and 113 to the waitlist group.
“The final sample was 225 participants (193 from Australia, 32 from the UK), of which 112 participants were randomly allocated to the intervention group, and 113 to the waitlist group.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMost participants (62%) preferred no guidance, while 20% reported they would have liked guidance.
“When asked about if they would have benefited from receiving personal guidance, most participants (62%) said they preferred no guidance, with 20% reporting they would have liked guidance.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataAt pre-treatment, about 35% of the intervention group and 36% of the control group had moderate to severe anxiety, and about 36% and 42% respectively had moderate to severe depressive symptoms.
“At pre-treatment, 34.8% of the intervention group and 36.3% of the control group had a GAD-7 score ≥10, indicating moderate to severe anxiety. Similarly, 35.7% of the intervention group and 41.6% of the control group presented with a PHQ-9 score ≥10, indicating moderate to severe depressive symptoms.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataCompleters and non-completers did not differ significantly in baseline PHQ-9, GAD-7, or age; dropouts were all female, a significant gender difference.
“There were no significant differences in PHQ-9 (p = .232), GAD-7 (p = .090), or age (p = .896). There was a significant difference in gender (p = .037), with all participants who dropped out identifying as female.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataUK residence had no significant main or moderating effect on GAD-7 or PHQ-9 outcomes.
“Although UK residents had higher mean GAD-7 and PHQ-9 scores, there were no significant main or moderating effects of UK residence”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataOf the 318 individuals who consented and were screened for suicide risk, 28% were not included in the trial due to moderate to high suicide risk.
“Of the 318 individuals who consented and were screened for suicide risk, 28% were not included in the trial due to moderate to high suicide risk.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataThere was 23.11% loss to follow-up, with 25.00% in the intervention group and 21.24% in the control group.
“There was no missing data at baseline, and a 23.11% loss to follow-up (Intervention: 25.00%, Control: 21.24%).”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductnone givenMissing data were handled using full-information maximum-likelihood.
“Missing data were accounted for using full-information maximum-likelihood.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenStatistical analysis was performed by a statistician external to the trial who analysed the data blind to treatment condition.
“Statistical analysis was performed by a statistician external to the trial (AJ), who analysed the data blind to treatment condition.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenRandomisation was conducted using an embedded randomiser within the survey software.
“Randomisation was conducted using an embedded randomiser within the survey software.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe trial was registered on the Australian New Zealand Clinical Trials Registry before it was conducted.
“The study was a randomised controlled trial and registered on the Australian New Zealand Clinical Trails Registry on 30 July 2020 (ACTRN12620000779976p).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
PremisecitationLow-intensity cognitive behaviour therapy is a scalable intervention that could be widely disseminated during the pandemic.
“Low-intensity Cognitive Behaviour Therapy (CBT) is a scalable intervention which could be widely disseminated during the pandemic, and is defined as a CBT intervention which utilises self-help materials as either unguided or guided interventions, with no more than 6 h of guidance (Shafran et al., 2021).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Shafran et al., 2021 source
Not checked in the free run.
May combine two claims.
PremisecitationThe UK's wide-scale roll-out of low-intensity CBT through the IAPT scheme demonstrated effectiveness and significant cost savings to the health system.
“The successful wide-scale roll-out of low-intensity CBT in the UK through the Increasing Access to Psychological Therapies (IAPT) scheme has demonstrated effectiveness, as well as significant cost savings to the health system (Clark, 2018).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Clark, 2018 source
Not checked in the free run.
May combine two claims.
InterpretationcitationThe proportions with moderate to severe anxiety or depressive symptoms in this sample were markedly larger than those in a UK COVID-19 population and pre-COVID community norms.
“These proportions are markedly larger than those seen by Fancourt et al. (2020) in a UK population assessed during COVID-19, who reported 22.6% and 25% of their sample presenting with moderate to severe anxiety or depressive symptoms, respectively. Similarly, and perhaps unsurprisingly, these proportions are also markedly larger than pre-COVID community norms on the PHQ-9 (5.6%; Kroenke et al., 20”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Fancourt et al., 2020
Not checked in the free run.
- cites Kroenke et al., 2001 source
Not checked in the free run.
- cites Löwe et al., 2008
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe intervention had a Flesch-Kincaid grade point reading level of 11.
“The Flesch-Kincaid grade point reading level was 11, understandable by a high school student”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductreasoningStandard CBT and pandemic-specific materials were combined, so the design could not evaluate the separate contribution of each.
“A final limitation of the study was that standard CBT and pandemic-specific materials were combined together, hence the design did not allow evaluation of the extent to which standard CBT materials or pandemic-specific materials contributed to the observed effects.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataThe sample was on average in a clinical range of anxiety and depression, demonstrating the need for interventions during the pandemic.
“Our sample were on average in a clinical range of anxiety and depression, demonstrating the need for interventions to be available during the pandemic.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe study was approved by the Curtin University Human Research Ethics Committee.
“The study was approved by the Curtin University Human Research Ethics Committee (HRE2020-0424).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationIn Australia, a survey of 1296 adults found elevated anxiety (GAD-7 M = 4.4) and depression (PHQ-9 M = 5.4) compared with population norms, similar to UK rates.
“In Australia, Dawel et al. (2020) conducted a survey of 1296 adults, and found elevated anxiety on the Generalised Anxiety Disorder questionnaire (GAD-7; Spitzer et al., 2006) (M = 4.4) and depression on the Patient Health Questionnaire (PHQ-9; Kroenke et al., 2001) (M = 5.4) compared to population norms, similar to rates seen in the UK (GAD-7, M = 5.7; PHQ-9, M = 6.6; Fancourt et al., 2020).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Dawel et al., 2020 source
Not checked in the free run.
- cites Fancourt et al., 2020
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe PHQ-9 had excellent internal consistency in the current study (α = .87).
“in the current study internal consistency was excellent (α = .87).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationCOVID-19 is increasing exponentially in many regions, with documented negative mental health impacts in the United States, India, and Europe.
“COVID-19 is increasing exponentially in many regions, with documented negative mental health impacts in the United States (e.g., Fitzpatrick et al., 2020), India (e.g., Verma & Mishra, 2020) and Europe (e.g., Gonzalez-Sanguino et al., 2020).”
Quote in the paperNot a substantial claim0 of 3 sources checkedProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductcitationPandemic-specific concerns in the intervention were selected based on the literature and the researchers' clinical judgement.
“pandemic specific concerns (e.g., isolation, homeschooling, unemployment) were selected based on the literature which had raised these areas as concerns in surveys during the pandemic (e.g., Dawel et al., 2020) and the researchers’ clinical judgement regarding what areas may be impacted during the pandemic.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Dawel et al., 2020 source
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based). May combine two claims.
Interpretationnone givenThe intervention was suitable for higher income countries such as the UK and Australia, and work is needed in lower- and middle-income countries.
“Fourth, the intervention was suitable to higher income countries such as the UK and Australia, work is needed in lower-and-middle income countries to evaluate scalable interventions to mitigate the mental health impacts of the pandemic throughout the world.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductreasoningThe study had no follow-up period, so the durability of reductions in anxiety and depression could not be determined.
“First, there was no follow-up period, therefore it is not possible to determine if the reductions in anxiety and depression were durable.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationA sharp and rapid increase in mental health symptoms is occurring globally due to the pandemic.
“This is particularly pertinent in the current situation where a sharp and rapid increase in mental health symptoms is occurring globally due to the pandemic (Xiong et al., 2020).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Xiong et al., 2020 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe GAD-7 had excellent internal consistency in the current study (α = .90).
“in the current study internal consistency was excellent (α = .90).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationRecent studies with over 17,000 people in the UK and over 300,000 people in the US found significantly increased rates of anxiety and depression during the pandemic compared with pre-COVID-19.
“Recent studies with over 17,000 people in the United Kingdom (UK) (Pierce et al., 2020) and over 300,000 people in the United States (US) (Twenge & Joiner, 2020) found significantly increased rates of anxiety and depression during the pandemic compared to pre COVID-19.”
Quote in the paperNot a substantial claim0 of 2 sources checked
The paper relies on this without support.
Participants in the waitlist control group did not receive the intervention or other active mental health treatment during the one-week wait.
“Participants in the waitlist group were informed that they would receive the guide after completing the follow-up survey one week later (time 2).”
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 study included variables considered mental health stressors, thus expanding from only psychopathological aspects.
“Another strength of this study is the inclusion of variables considered mental health stressors, thus expanding from only psychopathological aspects [82].”
From Evaluation and Future Challenges in a Self-Guided Web-Based Intervention With and Without Chat Support for Depression and Anxiety Symptoms During the COVID-19 Pandemic: Randomized Controlled Trial (2024) · cites this paper as [82]
The Method’s intervention-content section discusses pandemic-related stressors, including unemployment, economic uncertainty, and social isolation. But the Discussion says the trial limited its symptom outcomes to anxiety and depression; it does not support the suggestion that this trial measured stressor variables beyond psychopathology. The citing authors’ description of their own study is not something this source can verify. (LLM, conf=0.82)
Experimental — accuracy not yet measuredSome interventions have reported that psychological treatments without therapeutic guidance have had favorable results in depression and anxiety or only in anxiety.
“Some interventions have reported that psychological treatments without therapeutic guidance have had favorable results in variables such as depression and anxiety [82,84] or only in anxiety [83].”
The results could suggest modest results of the intervention with a small sample size, compared to other studies involving web-based interventions implemented during the pandemic with larger sample sizes and reduction in symptoms of anxiety and depression.
“Thus, the results of this study could suggest modest results of the intervention with a small sample size, compared to other studies involving web-based interventions implemented during the pandemic with larger sample sizes and reduction in symptoms of anxiety [81-84] and depression [81,82,84].”
The study included a follow-up at 3 and 6 months, in contrast to some studies that did not include a follow-up period.
“Regarding the strengths of this study, it was considered a follow-up at 3 and 6 months, in contrast to some studies that did not include a follow-up period [81-85].”
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.
Ease-of-reading percentages differ between abstract and results
MinorThe abstract reports 83% agreeing that the intervention was easy to read, while the results report 86% agreeing or strongly agreeing.
“with 83% agreeing the intervention was easy to read.”
“Most of the sample (86%) either agreed or strongly agreed that the guide was easy to read, with 10% neither agreeing nor disagreeing and 4% disagreeing.”
PHQ-9 scoring leaves attainable scores outside the stated range
MinorWith nine items scored up to 4, the maximum total is 36. The stated severity ranges end at 27, leaving possible scores of 28-36 unclassified.
Reported 27 · recomputed 36
“The 9 items are scored on a four-point scale; Not at all (0) to Nearly every day (4). Higher scores indicate higher depressive symptoms, with scores of 0–4 indicating minimal depression, 5–9 mild depression, 10–14 moderate depression, 15–19 moderately severe depression, and 20–27 severe depression.”
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“This is particularly pertinent in the current situation where a sharp and rapid increase in mental health symptoms is occurring globally due to the pandemic (Xiong et al., 2020).”
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“GAD-7 community norm (M = 2.95, SD = 3.41) taken from Löwe et al. (2008).”
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“COVID-19 is increasing exponentially in many regions, with documented negative mental health impacts in the United States (e.g., Fitzpatrick et al., 2020), India (e.g., Verma & Mishra, 2020) and Europe (e.g., Gonzalez-Sanguino et al., 2020).”
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Wind, T. R., Rijkeboer, M., Andersson, G., & Riper, H. (2020) · Internet Interventions · doi:10.1016/j.invent.2020.100317 · Cited by 782 · cited 1× · see citing works
“The results support the call for low intensity psychological interventions to be made rapidly available during the pandemic (Holmes et al., 2020; Wind et al., 2020).”
BackgroundKocalevent, R.-D., Hinz, A., & Brähler, E. (2013) · General Hospital Psychiatry · doi:10.1016/j.genhosppsych.2013.04.006 · Cited by 748 · cited 1× · see citing works
“PHQ-9 community norm (M = 2.91, SD = 3.52) taken from Kocalevent et al. (2013).”
BackgroundInfluentialKaryotaki, E., Riper, H., Twisk, J., Hoogendoorn, A., Kleiboer, A., Mira, A., Mackinnon, A., Meyer, B., Botella, C., Littlewood, E., et al. (2017) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2017.0044 · Cited by 691 · cited 2× · see citing works
“These findings are comparable to reviews of unguided internet interventions for anxiety and depression (Andersson, 2016), and a meta-analysis of unguided internet and low intensity interventions (d = 0.27; Karyotaki et al., 2017).”
MethodResultInfluentialInternet-Delivered Psychological Treatments
Andersson, G. (2016) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-021815-093006 · Cited by 595 · cited 5× · see citing works
“The majority of participants reported the intervention was useful and easy to read, and attrition at post-treatment of 25% was reasonable and similar to other trials of internet delivered psychological therapies (Andersson, 2016).”
BackgroundResultInfluentialRealizing the Mass Public Benefit of Evidence-Based Psychological Therapies: The IAPT Program
Clark, D. M. (2018) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-050817-084833 · Cited by 492 · cited 1× · see citing works
“The successful wide-scale roll-out of low-intensity CBT in the UK through the Increasing Access to Psychological Therapies (IAPT) scheme has demonstrated effectiveness, as well as significant cost savings to the health system (Clark, 2018).”
BackgroundTwenge, J. M., & Joiner, T. E. (2020) · Depression and Anxiety · doi:10.1002/da.23077 · Cited by 443 · cited 1× · see citing works
“Recent studies with over 17,000 people in the United Kingdom (UK) (Pierce et al., 2020) and over 300,000 people in the United States (US) (Twenge & Joiner, 2020) found significantly increased rates of anxiety and depression during the pandemic compared to pre COVID-19.”
BackgroundBendau, A., Petzold, M. B., Pyrkosch, L., Mascarell Maricic, L., Betzler, F., Rogoll, J., Große, J., Ströhle, A., & Plag, J. (2021) · European Archives of Psychiatry and Clinical Neuroscience · doi:10.1007/s00406-020-01171-6 · Cited by 376 · cited 1× · see citing works
“Suggestions were made to moderate media consumption on the pandemic for both children and adults, as recommended (Bendau et al., 2021) to improve mental health (see Table 1).”
Dawel, A., Shou, Y., Smithson, M., Cherbuin, N., Banfield, M., Calear, A. L., Farrer, L. M., Gray, D., Gulliver, A., Housen, T., et al. (2020) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2020.579985 · Cited by 362 · see citing works
Verma, S., & Mishra, A. (2020) · International Journal of Social Psychiatry · doi:10.1177/0020764020934508 · Cited by 356 · cited 1× · see citing works
“COVID-19 is increasing exponentially in many regions, with documented negative mental health impacts in the United States (e.g., Fitzpatrick et al., 2020), India (e.g., Verma & Mishra, 2020) and Europe (e.g., Gonzalez-Sanguino et al., 2020).”
BackgroundDear, B. F., Titov, N., Sunderland, M., McMillan, D., Anderson, T., Lorian, C., & Robinson, E. (2011) · Cognitive Behaviour Therapy · doi:10.1080/16506073.2011.582138 · Cited by 282 · cited 1× · see citing works
“The measure has good reliability (Dear et al., 2011), in the current study internal consistency was excellent (α = .90).”
BackgroundFacing new fears during the COVID-19 pandemic: The State of America's mental health
Fitzpatrick, K. M., Drawve, G., & Harris, C. (2020) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2020.102291 · Cited by 188 · cited 1× · see citing works
“COVID-19 is increasing exponentially in many regions, with documented negative mental health impacts in the United States (e.g., Fitzpatrick et al., 2020), India (e.g., Verma & Mishra, 2020) and Europe (e.g., Gonzalez-Sanguino et al., 2020).”
BackgroundAnalysis of Multiple Dependent Variables
Dattalo, P. (2013) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780199773596.001.0001 · Cited by 187 · cited 1× · see citing works
“Based on an a-priori power analysis for a MANCOVA using the method of Dattalo (2013) with an alpha level of 0.05, 80% power, a small effect size (f2 = 0.02), two groups, three covariates, and two outcomes, 190 participants per treatment group would be required.”
MethodInfluentialThe global dissemination of psychological treatments: A road map for research and practice
Fairburn, C. G., & Patel, V. (2014) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2013.13111546 · Cited by 157 · cited 1× · see citing works
“…homepage: www.elsevier.com/locate/brat https://doi.org/10.1016/j.brat.2021.103902 Received 14 December 2020; Received in revised form 20 April 2021; Accepted 4 June 2021 Behaviour Research and Therapy 144 (2021) 103902 number of CBT specialists to meet demand worldwide (Fairburn & Patel, 2014).”
BackgroundInfluentialA 5-Year Follow-up of Internet-Based Cognitive Behavior Therapy for Social Anxiety Disorder
Hedman‐Lagerlöf, E., Furmark, T., Carlbring, P., Ljótsson, B., Rück, C., Lindefors, N., & Andersson, G. (2011) · Journal of Medical Internet Research · doi:10.2196/jmir.1776 · Cited by 123 · cited 1× · see citing works
“While reviews of low intensity internet delivered CBT have reported that effects are sustained over follow-up periods (Andersson, 2016), including up to five years after treatment (Hedman et al., 2011), future research should examine if the current intervention is durable by assessing follow-up.”
BackgroundThe concept and definition of low intensity cognitive behaviour therapy
Shafran, R., Myles-Hooton, P., Bennett, S., & Öst, L.-G. (2021) · Behaviour Research and Therapy · doi:10.1016/j.brat.2021.103803 · Cited by 104 · cited 1× · see citing works
“…Cognitive Behaviour Therapy (CBT) is a scalable intervention which could be widely disseminated during the pandemic, and is defined as a CBT intervention which utilises self-help materials as either unguided or guided interventions, with no more than 6 h of guidance (Shafran et al., 2021).”
BackgroundSelf-citationGuided Self-Change for Bulimia Nervosa Incorporating Use of a Self-Care Manual
Thiels, C., Schmidt, U. H., Treasure, J. L., Garthe, R., & Troop, N. (1998) · American Journal of Psychiatry · doi:10.1176/ajp.155.7.947 · Cited by 100 · cited 1× · see citing works
“This was assessed using four items adapted from Thiels et al. (1998) and included items assessing the degree to which participants read the self-help intervention (0%, 25%, 75%, 100%), length of time spent reading the guide (0 min, 1–30 min, 30–60 min, 60–120 min, 120+ minutes), usefulness of the…”
MethodFancourt, D., Steptoe, A., & Bu, F.-F. (2020) · medRxiv · doi:10.1101/2020.06.03.20120923 · Cited by 78 · see citing works
Rozental, A., Kothari, R., Wade, T., Egan, S., Andersson, G., Carlbring, P., & Shafran, R. (2020) · Behavioural and Cognitive Psychotherapy · doi:10.1017/s1352465820000090 · Cited by 22 · see citing works
Self-citationPawar, M., Zawar, V. P., & Kumavat, S. (2020) · Actas Dermo-Sifiliográficas · doi:10.1016/j.ad.2020.08.001 · Cited by 4 · see citing works
Flagged first, then by citations
2 of the 34 references couldn’t be matched to a known paper.
Research works printed but not linked: 1
- Fancourt, 2020, Trajectories of depression and anxiety during enforced isolation due to COVID-19: Longitudinal analyses of 36,520 adults in England, MedRxiv
Cited by
Sorted by citations
Ye, Z., Li, W., & Zhu, R. (2022) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.08.023 · Cited by 48 · see citing works
Yuan, L., Lu, L., Wang, X., Qu, M., Gao, Y.-Q., & Pan, B. (2023) · BMC Psychiatry · doi:10.1186/s12888-023-04638-7 · Cited by 32 · see citing works
Egan, S. J., Johnson, C., Wade, T. D., Carlbring, P., Raghav, S., & Shafran, R. (2024) · Internet Interventions · doi:10.1016/j.invent.2024.100711 · Cited by 28 · see citing works
Self-citationZamiri-Miandoab, N., Hasanzadeh, R., & Mirghafourvand, M. (2022) · Annals of General Psychiatry · doi:10.1186/s12991-022-00417-y · Cited by 23 · see citing works
“Three of the studies were conducted in China [1, 33, 34], four of them in Iran [35–38], one of them was the common study between Australia and United Kingdom [39], two of them in Sweden [32, 40] and one of them in Saudi Arabia [41].”
BackgroundHe, J., Lin, J., Sun, W. J., Cheung, T. C. C., Cao, Y., Fu, E., Chan, S. H., & Tsang, H. W. H. (2023) · Scientific Reports · doi:10.1038/s41598-023-45839-0 · Cited by 19 · see citing works
O'Brien, A., Anderson, R., Mazzucchelli, T., & Egan, S. J. (2022) · Internet Interventions · doi:10.1016/j.invent.2022.100565 · Cited by 14 · see citing works
Shahrokhian, N., Hassanzadeh, S., Razini, H. H., & Ramshini, M. (2022) · International journal of Sport Studies for Health · doi:10.5812/intjssh.122504 · Cited by 18 · see citing works
Cameron, G., Quigley, M., Zuj, D. V., & Dymond, S. (2022) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2022.101801 · Cited by 9 · see citing works
Egan, S. J., Munro, C., Pauley-Gadd, S. B., O’Brien, A., Callaghan, T., Payne, N., Raghav, S., MYERS, B. J., Hall, C., Wilson, H., et al. (2024) · Internet Interventions · doi:10.1016/j.invent.2024.100771 · Cited by 8 · see citing works
“Participants will also answer 10 questions adapted from Egan et al. (2021) to examine acceptability, and nine online open-ended questions about intervention feedback (see supplementary materials).”
BackgroundSelf-citationEgan, S. J., Shafran, R., Wade, T. D., Ure, S., Gill, C., Wilker, L., Anderson, R., Mazzucchelli, T. G., & McEvoy, P. M. (2022) · Clinical Psychologist · doi:10.1080/13284207.2022.2031946 · Cited by 5 · see citing works
Self-citationEgan, S. J., Pauley-Gadd, S. B., Callaghan, T., O’Brien, A., Greene, D., Bills, E., Raghav, S., Payne, N. C., MYERS, B. J., Hall, C., et al. (2026) · Cognitive Behaviour Therapy · doi:10.1080/16506073.2025.2603521 · Cited by 6 · see citing works
“To further assess acceptability, participants also completed 10 questions adapted from Egan et al. (2021), in addition to nine online open-ended questions regarding intervention feedback (see supplementary materials).”
Self-citationLudlow, C., Wardle, B., & Nedeljkovic, M. (2024) · Australian Psychologist · doi:10.1080/00050067.2023.2257864 · Cited by 4 · see citing works
“Although there are several high-quality studies evaluating adult-focused interventions (Bonardi et al., 2022; Egan et al., 2021), fewer studies were deployed to examine adolescent interventions (Bonardi et al., 2022).”
BackgroundАврамчук, О. С., Ніздрань, О. А., & Blozva, P. (2023) · Insight the psychological dimensions of society · doi:10.32999/ksu2663-970x/2023-9-12 · Cited by 2 · see citing works
Аврамчук, О. С., Ніздрань, О. А., Blozva, P., & Plevachuk, O. Y. (2022) · Wiadomości Lekarskie · doi:10.36740/wlek202212136 · Cited by 2 · see citing works
Wang, C., & Hong, W. (2026) · PLoS ONE · doi:10.1371/journal.pone.0345920 · Cited by 4 · see citing works
Dominguez-Rodriguez, A., Sanz-Gomez, S., González Ramírez, L. P., Herdoiza-Arroyo, P. E., Trevino Garcia, L. E., de la Rosa-Gómez, A., González-Cantero, J. O., Macias-Aguinaga, V., Arenas Landgrave, P., & Chávez-Valdez, S. M. (2024) · JMIR Formative Research · doi:10.2196/53767 · Cited by 1 · see citing works
“Another strength of this study is the inclusion of variables considered mental health stressors, thus expanding from only psychopathological aspects [82].”
BackgroundResultEgan, S. J., Colledge‐Frisby, S., Stackpole, R., Munro, C., McDonald, M., MYERS, B. J., Steuart, R., Kicic, A., Sharif, A., Maxwell‐Smith, C., et al. (2024) · Higher Education Studies · doi:10.5539/hes.v14n3p125 · Cited by 1 · see citing works
“As with the general Australian population during the COVID-19 pandemic (Egan, McEvoy, Wade, Ure, Johsnon, Gill, Greene, Wilker, Anderson, Mazzucchelli, Brown, & Shafran,, 2021), some students described remote learning as adversely impacting their mental health, particularly international students.”
BackgroundSelf-citationJumadi, J., Puspita, K., & Anasanti, M. D. (2024) · Research Square · doi:10.21203/rs.3.rs-4471730/v1 · Cited by 1 · see citing works
Gonçalves, L. S., Angélico, A. P., de Oliveira, M. S., Kuchar, A. L., & Andrade, M. C. R. (2023) · Trends in Psychology · doi:10.1007/s43076-023-00347-y · Cited by 1 · see citing works
“…to previous studies that show that psychological support (online and in person) has been paramount in reducing psychological distress resulting from social distancing during the pandemic (Al-Alawi et al., 2021 ; Aminoff et al., 2021; Egan et al., 2021; Liu et al., 2020; Mahoney et al., 2021).”
Assumpção, F., Oltramari, G., de França, G. H. B., Dias, N. M., & Lopes, F. M. (2026) · Psychiatry International · doi:10.3390/psychiatryint7040162
“For example, a randomized controlled trial conducted in Australia found that unguided, low-intensity CBT led to significant reductions in anxiety and depression during the COVID-19 pandemic [25].”
Jalali, A., Ghasemianrad, M., Khazaie, H., Jalali, R., Chavoshani, F., Khalili, M., & Kazeminia, M. (2026) · SN Comprehensive Clinical Medicine · doi:10.1007/s42399-025-02235-1
Sanders, M. R., Turner, K., Cobham, V. E., McWilliam, J., Ralph, A., & Mazzucchelli, T. G. (2025) · Journal of Child and Family Studies · doi:10.1007/s10826-025-03237-2
“…providing strategies and resources for coping during the COVID-19 pandemic, and that included a link to PiP parenting resources, was found to be acceptable, useful, and effective in reducing symptoms of anxiety and depression in adults when used in an unguided fashion (Egan et al., 2021 , 2022 ).”
Self-citationАврамчук, О. С. (2024) · Scientific Bulletin of Kherson State University Series Psychological Sciences · doi:10.32999/ksu2312-3206/2024-1-5
Health Care Workers: Mitigating COVID-19 Burnout
Stasny, H. N. (2024) · Pediatric Nursing · doi:10.62116/pnj.2024.50.2.59
Self-perceived anxiety and depression is associated to physical aspects among university students
de Avelar, P. P. N., Leão, L. L., Schuch, F. B., & Monteiro-Júnior, R. S. (2023) · Jornal Brasileiro de Psiquiatria · doi:10.1590/0047-2085000000413
Аврамчук, О. С., Ніздрань, О. А., & Blozva, P. (2023) · Psychosomatic Medicine and General Practice · doi:10.26766/pmgp.v8i1.365
Anxiety in Prader-Willi Syndrome
Singh, D., & Mozdzer, E. (2022) · Cambridge University Press eBooks · doi:10.1017/9781108886727.007
Effectiveness of Paradox Therapy on COVID-19 Anxiety in Adult Population in Jahrom
Eatesamipour, R., Moghadam, K. R., & Amirpour, B. (2021) · Modern Care Journal · doi:10.5812/modernc.121920
- Authors
- Egan, S. J., McEvoy, P., Wade, T. D., Ure, S., Johnson, A. R., Gill, C., Greene, D., Wilker, L., Anderson, R., Mazzucchelli, T. G., Brown, S., & Shafran, R.
- Affiliations
- Curtin University (AU)
- Flinders University (AU)
- University College London (GB)
- Corresponding author
- Egan, Sarah J.
- ORCID
- Venue
- Behaviour Research and Therapy
- Publisher
- Elsevier BV
- Published
- 2021-09
- Volume
- 144
- Pages
- 103902
- ISSN
- 0005-7967 (ISSN-L)
- PMC
- PMC8197681
- OpenAlex
- W3169808080
- Cited by
- 28
- References
- 34
- Citations by year
- 2026: 4 · 2025: 1 · 2024: 7 · 2023: 7 · 2022: 8 · 2021: 1
- FWCI
- 5.16
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- Locations
- Behaviour Research and Therapy (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- UCL Discovery (University College London) (submittedVersion)
- Funders
- Government of Western Australia
- Topics
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Social Sciences › Psychology › Clinical Psychology › COVID-19 and Mental Health
- Keywords
- anxiety, depression, COVID-19 pandemic, psychological intervention, waitlist control, mental health, self-help guide
- MeSH terms
- COVID-19, Adolescent, Adult, Aged, Aged, 80 and over, Anxiety, Australia, Depression, Female, United Kingdom, Humans, Male, Middle Aged, Cognitive Behavioral Therapy, Treatment Outcome, Young Adult, Pandemics
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