The DOI matches its Crossref record; 57 of the 58 references it cites were found in a registry or an index; none of the 33 sources its claims cite is checked for support yet.
Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial
Open accessAbstract
BACKGROUND: Telephone helplines are frequently and repeatedly used by individuals with chronic mental health problems and web interventions may be an effective tool for reducing depression in this population. AIM: To evaluate the effectiveness of a 6 week, web-based cognitive behaviour therapy (CBT) intervention with and without proactive weekly telephone tracking in the reduction of depression in callers to a helpline service. METHOD: 155 callers to a national helpline service with moderate to high psychological distress were recruited and randomised to receive either Internet CBT plus weekly telephone follow-up; Internet CBT only; weekly telephone follow-up only; or treatment as usual. RESULTS: Depression was lower in participants in the web intervention conditions both with and without telephone tracking compared to the treatment as usual condition both at post intervention and at 6 month follow-up. Telephone tracking provided by a lay telephone counsellor did not confer any additional advantage in terms of symptom reduction or adherence. CONCLUSIONS: A web-based CBT program is effective both with and without telephone tracking for reducing depression in callers to a national helpline. TRIAL REGISTRATION: Controlled-Trials.comISRCTN93903959.
Overview
AI snapshot
Written from the paper’s full text.
TL;DR
In a national helpline RCT, a 6-week web CBT program (BluePages + MoodGYM) reduced depression more than treatment as usual at post-intervention and 6-month follow-up, with large effect sizes. Adding weekly telephone tracking by a lay counsellor did not improve symptom reduction or adherence, and tracking alone was not effective.
Key findings
- Among 155 callers randomised, web CBT conditions showed greater decline in CES-D depression than control at post-intervention and 6 months. Effect sizes were large: web only vs control g = 0.76 post-intervention and 1.19 at 6 months; web with tracking vs control g = 1.04 post-intervention and 1.26 at 6 months.
- Tracking alone did not differ significantly from control at post-intervention or 6 months, and telephone tracking did not confer additional benefit over web CBT alone for symptom reduction or adherence.
- At 6-month follow-up, clinical caseness on the CES-D was 43.5% in web only, 50.0% in web with tracking, and 90.9% in control. NNT was 6.03 for web only and 4.43 for web with tracking.
- Adherence did not differ significantly between web conditions: average MoodGYM modules completed were 1.5 (SD = 1.89) for web only and 2.0 (SD = 1.88) for web with tracking; 15.8% and 17.8%, respectively, completed all five modules.
Methods
- Randomised controlled trial recruiting callers to Lifeline’s 24-hour telephone counselling service in four major Australian cities; eligibility included age ≥18, English, Internet access, and K10 score ≥22.
- Participants were randomised to web only, web with tracking, tracking only, or treatment as usual; the web intervention combined BluePages psychoeducation in Week 1 with five MoodGYM CBT modules over Weeks 2–6, and tracking consisted of weekly 10-minute calls from a telephone counsellor.
- Primary outcome was CES-D depression, analysed on an intention-to-treat basis using mixed models repeated measures ANOVA with planned contrasts; effect sizes used Hedges’ g, and logistic/linear regressions examined dropout and caseness.
Limitations
- Stated: intervention completion rates were lower than in some other web-based depression trials; symptom severity remained high post-intervention; greater dropout in the web with tracking condition may have inflated effects in that condition; two outliers were excluded from primary analyses; and depression caseness was estimated by CES-D cutoff rather than diagnostic interview.
- Stated: the trial was a true effectiveness trial using a volunteer workforce, which may contribute to recruitment and adherence issues relative to efficacy studies.
- Evident from the text: the achieved sample of 155 was below the original target of 400, although the authors state it maintained above 80% power to detect differences of less than 0.5 SD units in planned comparisons between individual treatment arms.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
0 of 33 cited sources checked · 0 supported · 0 flagged
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
“Depression was lower in participants in the web intervention conditions both with and without telephone tracking compared to the treatment as usual condition both at post intervention and at 6 month follow-up.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Abstract > Results
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA 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
“At 6 month follow-up, those who completed more MoodGYM modules also had reduced odds of missingness (odds ratio 0.56, 95% CI: 0.41 to 0.75, p<.001).”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Results > Participation rates and sample characteristics
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesA 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
“Those who completed more MoodGYM modules had reduced odds of missingness at post intervention (odds ratio 0.49, 95% CI: 0.35 to 0.69, p<.001).”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Results > Participation rates and sample characteristics
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesA 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
“Telephone tracking provided by a lay telephone counsellor did not confer any additional advantage in terms of symptom reduction or adherence.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Abstract > Results
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA 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 odds of missingness at post intervention were greater for participants in the Internet plus tracking condition, relative to participants in the control condition (odds ratio 6.46, 95% CI: 2.01 to 20.77, p = .002).”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Results > Participation rates and sample characteristics
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesA 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 univariate logistic regression analysis revealed that the odds of caseness were significantly lower in participants in the web with tracking condition compared to participants in the control condition (odds ratio 0.16, 95% CI: 0.03 to 0.91, p = .039).”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Results > Clinical caseness
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Rests on an assumption: The CES-D cutoff used adequately identifies clinical caseness of depression.
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
“Post intervention, large effect sizes were observed between the web only and the control condition (g = 0.76) and the web with tracking and the control condition (g = 1.04).”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Results > Depression symptoms
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA 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
“Approximately one quarter of participants in the web only (15.8%) and web with tracking (17.8%) conditions completed all five modules of the MoodGYM program.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Results > Dropout and adherence
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesA 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
“In the context of web delivered programs, weekly telephone support provided by a lay telephone counsellor did not confer any additional advantage in terms of symptom reduction or adherence.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Discussion > Summary findings
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA 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 sizes of these effects increased at 6 month follow-up (g = 1.19 and 1.26, respectively).”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Results > Depression symptoms
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes
- It may state two separate claims as one. 29
- Probably not a substantial claim. 22
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 significant occasion by condition interaction was found for depression symptoms, F(6,100.5) = 2.97, p = .01), indicating different patterns of change between conditions across measurement occasion.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Results > Depression symptoms
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt 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
“Trial condition and number of MoodGYM modules completed were significant predictors of missingness (failure to complete a questionnaire) at post intervention.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Results > Participation rates and sample characteristics
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt 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
“Pre intervention psychological distress, sex, age, pre intervention depression symptoms, pre intervention anxiety symptoms and whether participants received their “preferred” trial condition did not predict missingness at post intervention or 6 month follow-up.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Results > Participation rates and sample characteristics
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt 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
“At 6 months, comparable outcomes were (t(107.7) = −1.72, p = .089) and (t(107.7) = −2.83, p = 0.006) respectively.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Results > Depression symptoms
Strength:plain· not yet calibratedn = 2Tests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt 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
“Neither trial condition nor symptom severity predicted dropout at 6 month follow up.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Results > Dropout and adherence
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt 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
“Post intervention, the number needed to be treated (NNT) under the web only intervention was estimated to be 6.03 (95% CI: 2.72 – ∞ – NNH 27.15) and for the web with tracking intervention 4.43 (95% CI: 2.22–265.75).”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Results > Clinical caseness
Load-bearingStrength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Rests on an assumption: The CES-D cutoff used adequately identifies clinical caseness of depression.
In the paper
“This yields NNTs of 6.09 (95% CI: 3.07 – ∞ – NNH 90.15) and 3.63 (95% CI: 2.23–12.29) [33] respectively.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Results > Clinical caseness
What the sources say
- Not checked yetcites [33] DG Altman, 1998, Confidence intervals for the number needed to treat., BMJ source
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Rests on an assumption: The CES-D cutoff used adequately identifies clinical caseness of depression.
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 odds of meeting caseness criteria were lower in the web with tracking (odds ratio 0.10, 95% CI: 0.02 to 0.56, p = .009) and web only (odds ratio 0.08, 95% CI: 0.01 to 0.41, p = .003) conditions, compared with the control condition.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Results > Clinical caseness
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Rests on an assumption: The CES-D cutoff used adequately identifies clinical caseness of depression.
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
“It was of interest, however, that in the context of the current trial, callers were willing to forgo anonymity to receive the intervention.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Discussion > Limitations
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
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
“pre to post intervention change remained significantly different comparing web with tracking to control (t(112.6) = −2.09, p = .039) and nearly so for web only condition compared to the control condition (t(109.0) = −1.98, p = .051).”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Results > Depression symptoms
Tests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt 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
“Of those for whom post intervention data were available, 92.6% of those in the control condition continued to meet clinical caseness, compared to 70.4% in the web only and 66.7% in the web with tracking condition.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Results > Clinical caseness
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Rests on an assumption: The CES-D cutoff used adequately identifies clinical caseness of depression.
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 significant differences were found in average number of BluePages visits (t(81) = 0.388, p = .70) or average visit duration (t(81) = 0.728, p = .47) between participants in the web only and web with tracking conditions”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Results > Dropout and adherence
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt 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
“Half of participants in the web only condition (50.0%) and approximately one third of participants in the web with tracking condition (31.1%) did not complete any modules of the program.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Results > Dropout and adherence
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt 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
“Compared to the control condition, decline in depression symptoms from baseline to post intervention was greater for participants in the web only and web with tracking conditions.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Results > Depression symptoms
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt 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
“as the odds of achieving caseness status were lower in participants in the web only (odds ratio 0.17, 95% CI: 0.04 to 0.67, p = .010) and web with tracking conditions (odds ratio 0.28, 95% CI: 0.07 to 11.1, p = .072), compared to the control condition.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Results > Clinical caseness
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Rests on an assumption: The CES-D cutoff used adequately identifies clinical caseness of depression.
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
“Despite the strong effect sizes associated with the intervention, symptom severity remained quite high at post intervention.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Discussion > Limitations
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt 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
“31.6% of participants in the web only and 37.7% of participants in the web with tracking conditions completed 3 or more MoodGYM modules.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Results > Dropout and adherence
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt 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
“Symptoms for participants in the tracking only condition fell between the control and the web only conditions, and did not differ significantly from either.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Results > Depression symptoms
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt 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
“At 6 month follow up, 43.5% in the web only condition and 50.0% in the web plus tracking condition met clinical caseness compared with 90.9% in the control condition.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Results > Clinical caseness
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Rests on an assumption: The CES-D cutoff used adequately identifies clinical caseness of depression.
In the paper
“A range of software applications available on the web have also delivered effective CBT to depressed samples [11], reduced depression in school settings [12] and in general practice environments [13], [14], either with or without support from mental health professionals, paraprofessionals or teachers [11].”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Introduction
What the sources say
- Not checked yetcites [13], [14]
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
In the paper
“A range of software applications available on the web have also delivered effective CBT to depressed samples [11], reduced depression in school settings [12] and in general practice environments [13], [14], either with or without support from mental health professionals, paraprofessionals or teachers [11].”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Introduction
What the sources say
- Not checked yetcites [12] AL Calear, 2009, The YouthMood Project: A cluster randomized controlled trial of an online cognitive behavioral program with adolescents., Journal of Consulting and Clinical Psychology source
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably 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
“A block randomisation procedure with stratification based on sex, site of recruitment and severity of psychological distress at screening was used.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Methods > Design and procedures
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“Over 40% of callers phone the service 20 times or more, 78% of callers experience depressive symptoms, and the prevalence of anxiety in this group is between 2 to 6 times that of the population [2], [3], [4].”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Introduction
What the sources say
- Not checked yetcites [2], [3], [4]
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“A range of software applications available on the web have also delivered effective CBT to depressed samples [11], reduced depression in school settings [12] and in general practice environments [13], [14], either with or without support from mental health professionals, paraprofessionals or teachers [11].”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Introduction
What the sources say
- Not checked yetcites [11] KM Griffiths, 2010, The efficacy of internet interventions for depression and anxiety disorders: a review of randomised controlled trials., Med J Aust source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably 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
“A web-based CBT program is effective both with and without telephone tracking for reducing depression in callers to a national helpline.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Abstract > Conclusions
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“Based on reviews of the evidence, the provision of support or tracking (ongoing contact with users during an intervention) has been proposed to increase adherence to treatment, prevent dropout, and improve efficacy [6].”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Introduction
What the sources say
- Not checked yetcites [6] V Spek, 2007, Internet-based cognitive behaviour therapy for symptoms of depression and anxiety: a meta-analysis., Psychol Med source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
In the paper
“Over 40% of callers phone the service 20 times or more, 78% of callers experience depressive symptoms, and the prevalence of anxiety in this group is between 2 to 6 times that of the population [2], [3], [4].”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Introduction
What the sources say
- Not checked yetcites [2], [3], [4]
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“Based on reviews of the evidence, the provision of support or tracking (ongoing contact with users during an intervention) has been proposed to increase adherence to treatment, prevent dropout, and improve efficacy [6].”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Introduction
What the sources say
- Not checked yetcites [6] V Spek, 2007, Internet-based cognitive behaviour therapy for symptoms of depression and anxiety: a meta-analysis., Psychol Med source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
In the paper
“Based on reviews of the evidence, the provision of support or tracking (ongoing contact with users during an intervention) has been proposed to increase adherence to treatment, prevent dropout, and improve efficacy [6].”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Introduction
What the sources say
- Not checked yetcites [6] V Spek, 2007, Internet-based cognitive behaviour therapy for symptoms of depression and anxiety: a meta-analysis., Psychol Med source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
In the paper
“Both BluePages and MoodGYM have been shown to reduce depressive symptoms in community users [15].”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Methods > Intervention and trial conditions
What the sources say
- Not checked yetcites [15] H Christensen, 2004, Delivering interventions for depression by using the internet: randomised controlled trial., British Medical Journal source
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. 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
“Allocation of participants to trial conditions was conducted independently by a research assistant not otherwise involved with the trial.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Methods > Design and procedures
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“A range of software applications available on the web have also delivered effective CBT to depressed samples [11], reduced depression in school settings [12] and in general practice environments [13], [14], either with or without support from mental health professionals, paraprofessionals or teachers [11].”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Introduction
What the sources say
- Not checked yetcites [11] KM Griffiths, 2010, The efficacy of internet interventions for depression and anxiety disorders: a review of randomised controlled trials., Med J Aust source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
In the paper
“Over 40% of callers phone the service 20 times or more, 78% of callers experience depressive symptoms, and the prevalence of anxiety in this group is between 2 to 6 times that of the population [2], [3], [4].”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Introduction
What the sources say
- Not checked yetcites [2], [3], [4]
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“Evidence from Titov and colleagues suggests that treatments supported by professionals and non-professionals are equally effective in the treatment of depression [18].”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Introduction
What the sources say
- Not checked yetcites [18] N Titov, 2010, Internet treatment for depression: a randomized controlled trial comparing clinician vs. technician assistance., PLoS One source
Load-bearingStrength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably 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
“However, additional analyses were conducted with these cases included.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Methods > Statistical analysis
Strength:plain· not yet calibratedn = 2Tests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably 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
“The primary outcome variable was analysed on an intention to treat (ITT) basis using mixed models repeated measures ANOVA, with measurement occasion as a within groups factor and intervention condition as a between groups factor.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Methods > Statistical analysis
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
In the paper
“Depression symptoms were measured by the Center for Epidemiologic Studies Depression Scale [20] (CES-D), a widely used, 16 item scale with strong reliability and validity [20], [21], [22], [23], [24], [25], with a range of scores of 0 to 60.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Methods > Measures
What the sources say
- Not checked yetcites [20], [21], [22], [23], [24], [25]
Load-bearingStrength:boosted· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may state two separate claims as one.
In the paper
“Studies have estimated reasonable sensitivity (84%–93%) and specificity (69%–74%) of the CES-D using this cutoff [26], [27].”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Methods > Measures
What the sources say
- Not checked yetcites [26], [27]
Strength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“The telephone and the Internet have been used separately to effectively treat physical and mental health problems [6], [7], [8], [9].”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Introduction
What the sources say
- Not checked yetcites [6], [7], [8], [9]
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
None of the sources cited for this claim have been checked yet.
In the paper
“The effect sizes associated with the web interventions were large, with effects at post intervention and at 6 months equal to those reported for face to face clinician delivered CBT programs for depression [36] and online CBT programs delivered by professionals [37].”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Discussion > Summary findings
What the sources say
- Not checked yetcites [36] AC Butler, 2006, The empirical status of cognitive-behavioral therapy: a review of meta-analyses., Clin Psychol Rev source
- Not checked yetcites [37] G Andrews, 2010, Computer Therapy for the Anxiety and Depressive Disorders Is Effective, Acceptable and Practical Health Care: A Meta-Analysis., PLoS ONE source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
In the paper
“The current trial was a true effectiveness trial employing a volunteer workforce for recruitment and tracking, and hence would be expected to be associated with recruitment and adherence issues relative to the more controlled environment of an efficacy study [49].”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Discussion > Limitations
What the sources say
- Not checked yetcites [49] BR Flay, 1986, Efficacy and effectiveness trials (and other phases of research) in the development of health promotion programs., Prev Med source
Strength:hedged· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt 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
“Moreover, the intervention was short, delivered by non-health professionals, and may have constituted the only service received.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Discussion > Limitations
Strength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. 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
“Repeating these analyses under the conservative assumption that all participants who discontinued the trial (i.e. failed to complete a post intervention or follow-up questionnaire) retained their last assessed caseness status attenuated effects post intervention. However, 6 month follow-up effects retained, or only narrowly escaped, significance”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Results > Clinical caseness
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
- Rests on an assumption: The CES-D cutoff used adequately identifies clinical caseness of depression.
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
“Secondary analyses with outliers included confirmed the direction of findings, although we acknowledge that effect sizes were attenuated.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Discussion > Limitations
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
None of the sources cited for this claim have been checked yet.
In the paper
“Intervention completion rates were lower in our study relative to some other trials of web-based treatments for depression [47] but not of other telephone-based services [48].”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Discussion > Limitations
What the sources say
- Not checked yetcites [47] H Christensen, 2009, Adherence in Internet interventions for anxiety and depression: Systematic review., Journal of Medical Internet Research source
- Not checked yetcites [48] WK Rhee, 2005, Efficacy of brief telephone psychotherapy with callers to a suicide hotline., Suicide Life Threat Behav source
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt 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
“The findings were consistent with those reported above but resulted in slightly attenuated effect sizes and reduced or quasi significant test results.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Results > Depression symptoms
Strength:plain· not yet calibratedn = 2Tests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt 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
“In addition, the study demonstrated that a generic helpline could deliver a brief effective intervention within its current service model, and that users of the service were willing to give up their anonymity to participate in the program.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Discussion > Future directions
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt 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
“This suggests that call centres may be a particularly appropriate setting in which to place evidence-based web programs.”
§ Internet-Based CBT for Depression with and without Telephone Tracking in a National Helpline: Randomised Controlled Trial > Discussion > Summary findings
Tests✓ Asserted: passes✗ Checkable: fails✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may be too vague to check against evidence.
- Rests on an assumption: Helpline users prefer to treat themselves, manage their own health, and retain a greater sense of control over their treatment.
The authors state this as an assumption.
Missingness is either completely at random or at random conditional on observed data.
“Mixed modelling allows the use of all available data for each participant to yield unbiased estimates of effects under the assumption that missingness is either completely at random (MCAR) or at random conditional on observed data (MAR) [30].”
The paper relies on this without support.
No studies have directly compared the relative efficacy of an Internet-based self-help treatment monitored by non-professionals with a non-guided treatment.
“However, to-date, no studies have directly compared the relative efficacy of an Internet-based self-help treatment monitored by non-professionals (such as volunteer telephone counsellors) with a non-guided treatment.”
The paper relies on this without support.
No trials have evaluated the effectiveness of web based interventions within existing helpline or call centre services.
“To our knowledge, no trials have evaluated the effectiveness of web based interventions within existing helpline or call centre services.”
The paper relies on this without support.
Mainstream mental health services are often difficult to access because of cost, structured consultation times, waiting list length, and location, and may not inspire trust.
“However, mental health services are often difficult to access because of cost, structured consultation times, waiting list length, and location. In addition, mainstream mental health services may not inspire trust.”
The paper relies on this without support.
Volunteer counsellors constitute a ready made workforce to refer and/or guide callers, making it possible to use the existing call centre structure to deliver immediate, cost-effective, evidence-based help.
“Volunteer counsellors constitute a ready made workforce to refer and/or guide callers, making it possible to use the existing call centre structure to deliver immediate, cost-effective, evidence-based help.”
The paper relies on this without support.
The CES-D cutoff used adequately identifies clinical caseness of depression.
“depression caseness was estimated using a cutoff on the CES-D.”
The paper relies on this without support.
Helpline users prefer to treat themselves, manage their own health, and retain a greater sense of control over their treatment.
“Helpline users in particular may prefer to treat themselves, to manage their own health, and to retain a greater sense of control over their treatment.”
The paper relies on this without support.
High baseline depression symptom levels enabled greater change in symptoms from pre- to post-intervention.
“the high baseline depression symptom levels observed in this sample may have enabled greater change in symptoms from pre to post-intervention.”
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 cited source doesn’t support the claim as written.
In the citing paper
“the results so far indicate a small but significant effect size of these self-help interventions compared to a control condition [43–47].”
From An Internet-based treatment for flying phobia (NO-FEAR Airlines): Study protocol for a randomized controlled trial (2016) · cites this paper as [46]
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measuredIn the citing paper
“For example, two recent studies on unguided treatments showed medium-to-large effects when including a contact by telephone before treatment [16,17].”
From Internet-based psychological treatments for depression (2012) · cites this paper as [17]
Statistics recomputed
Every reported test result, recomputed from its test statistic and degrees of freedom. A result shows as not adding up only once an independent check has confirmed it.
- ConsistentF(6, 100.5) = 2.97reported p = .01 · recomputed p = .010
“F(6,100.5) = 2.97, p = .01”
- Consistentt(109.2) = -3.34reported p = 0 · recomputed p = .001
“t(109.2) = −3.34, p = .00”
- Consistentt(109.5) = -2.23reported p = .03 · recomputed p = .028
“t(109.5) = −2.23, p = .03”
- Consistentt(109.2) = 1.38reported p = .17 · recomputed p = .170
“t(109.2) = 1.38, p = .17”
- Consistentt(105.8) = -2.16reported p = .03 · recomputed p = .033
“t(105.8) = −2.16, p = .03”
- Consistentt(105.7) = -0.89reported p = .37 · recomputed p = .375
“t(105.7) = −0.89, p = .37”
- Consistentt(105.4) = -1.35reported p = .18 · recomputed p = .180
“t(105.4) = −1.35, p = .18”
- Consistentt(100.5) = -2.97reported p = 0 · recomputed p = .004
“t(100.5) = −2.97, p = .00”
- Consistentt(100.7) = -1.43reported p = .16 · recomputed p = .156
“t(100.7) = −1.43, p = .16”
- Consistentt(100) = -0.01reported p = 1 · recomputed p = .992
“t(100.0) = −0.01, p = 1.00”
- Consistentt(100.3) = -3.16reported p = 0 · recomputed p = .002
“t(100.3) = −3.16, p = .00”
- Consistentt(100.4) = -1.54reported p = .13 · recomputed p = .127
“t(100.4) = −1.54, p = .13”
- Consistentt(100.7) = -1.74reported p = .09 · recomputed p = .085
“t(100.7) = −1.74, p = .09”
- Consistentt(112.6) = -2.09reported p = .039 · recomputed p = .039
“t(112.6) = −2.09, p = .039”
- Consistentt(109) = -1.98reported p = .051 · recomputed p = .050
“t(109.0) = −1.98, p = .051”
- Consistentt(107.7) = -1.72reported p = .089 · recomputed p = .088
“t(107.7) = −1.72, p = .089”
- Consistentt(107.7) = -2.83reported p = .006 · recomputed p = .006
“t(107.7) = −2.83, p = .006”
- Consistentt(81) = 0.388reported p = .7 · recomputed p = .699
“t(81) = 0.388, p = .70”
- Consistentt(81) = 0.728reported p = .47 · recomputed p = .469
“t(81) = 0.728, p = .47”
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.
Tracking-only never-married percentage does not match the group size
MinorTable 1 reports 7 never-married participants among 37 in the tracking-only group. That is 18.92%, which rounds to 19%, not 18%.
Reported 18 · recomputed 18.918919
“Never married | 17 (45) | 13 (29) | 7 (18) | 11 (31)”
Same comparison has two different effect sizes in Table 4
MinorTable 4 labels two rows "Web with tracking vs control," but reports different effect sizes for that comparison at both time points. The fourth row appears to describe a different comparison.
“Web with tracking vs control | 0.65 | 0.06–1.24 | 0.60 | 0.02–1.20”
“Web with tracking vs control | 1.04 | 0.40–1.67 | 1.26 | 0.57–1.94”
Citations
Cites
Faul, F., Erdfelder, E., Lang, A.-G., & Buchner, A. (2007) · Behavior Research Methods · doi:10.3758/bf03193146 · Cited by 65,971
The CES-D Scale: A Self-Report Depression Scale for Research in the General Population
Radloff, L. S. (1977) · Applied Psychological Measurement · doi:10.1177/014662167700100306 · Cited by 53,267
(1998) · The Journal of Clinical Psychiatry · Cited by 19,139
Wasserman, S. S., Hedges, L. V., & Olkin, I. (1988) · Journal of Educational Statistics · doi:10.2307/1164953 · Cited by 10,377
KESSLER, R. C., ANDREWS, G., COLPE, L. J., HIRIPI, E., MROCZEK, D. K., NORMAND, S.-L. T., WALTERS, E. E., & ZASLAVSKY, A. M. (2002) · Psychological Medicine · doi:10.1017/s0033291702006074 · Cited by 10,327
(1998) · PubMed · Cited by 10,216
The mini international neuropsychiatric interview
Lecrubier, Y., Sheehan, D. V., Hergueta, T., & Weiller, E. (1998) · European Psychiatry · doi:10.1016/s0924-9338(99)80239-9 · Cited by 5,899
Linear Mixed Models for Longitudinal Data
Verbeke, G. (1997) · Lecture Notes in Statistics · doi:10.1007/978-1-4612-2294-1_3 · Cited by 3,506
The empirical status of cognitive-behavioral therapy: A review of meta-analyses
Butler, A. C., Chapman, J. E., Forman, E. M., & Beck, A. T. (2006) · Clinical Psychology Review · doi:10.1016/j.cpr.2005.07.003 · Cited by 3,215
Robins, L. N. (1988) · Archives of General Psychiatry · doi:10.1001/archpsyc.1988.01800360017003 · Cited by 2,909
Flagged first, then by citations
1 of the 58 references couldn’t be matched to a known paper.
Research works printed but not linked: 2
- 2003, National Review of Tele Counselling and Web Counsellling Services: Final Report
- AL Calear, 2009, The YouthMood Project: a cluster randomized controlled trial of an online cognitive behavioral program with adolescents., J Consult Clin Psychol, 77, 1021, 10.1037/a0017391 · DOI · Paper page
Cited by
Sorted by citations
The impact of guidance on Internet-based mental health interventions — A systematic review
Baumeister, H., Reichler, L., Munzinger, M., & Lin, J. (2014) · Internet Interventions · doi:10.1016/j.invent.2014.08.003 · Cited by 1,037
Andrews, G., Basu, A., Cuijpers, P., Craske, M. G., McEvoy, P., English, C. L., & Newby, J. M. (2018) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2018.01.001 · Cited by 922
Karyotaki, E., Efthimiou, O., Miguel, C., Maas genannt Bermpohl, F., Furukawa, T. A., Cuijpers, P., Individual Patient Data Meta-Analyses for Depression (IPDMA-DE) Collaboration, Riper, H., Patel, V., Mira, A., et al. (2021) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2020.4364 · Cited by 866
Self-citationInteractive telemedicine: effects on professional practice and health care outcomes
Flodgren, G., Rachas, A., Farmer, A. J., Inzitari, M., & Shepperd, S. (2015) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd002098.pub2 · Cited by 806
Karyotaki, 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
Self-citationHedman, E., Ljótsson, B., & Lindefors, N. (2012) · Expert Review of Pharmacoeconomics & Outcomes Research · doi:10.1586/erp.12.67 · Cited by 672
Internet-based psychological treatments for depression
Johansson, R., & Andersson, G. (2012) · Expert Review of Neurotherapeutics · doi:10.1586/ern.12.63 · Cited by 509
Digital interventions for the treatment of depression: a meta-analytic review
Moshe, I., Terhorst, Y., Philippi, P., Domhardt, M., Cuijpers, P., Cristea, I., Pulkki-Råback, L., Baumeister, H., & Sander, L. B. (2021) · Psychological Bulletin · doi:10.1037/bul0000334 · Cited by 390
Karyotaki, E., Kleiboer, A., Smit, F., Turner, D. T., Pastor, A. M., Andersson, G., Berger, T., Botella, C., Breton, J. M., Carlbring, P., et al. (2015) · Psychological Medicine · doi:10.1017/s0033291715000665 · Cited by 408
Self-citationThe Effectiveness of Prompts to Promote Engagement With Digital Interventions: A Systematic Review
Alkhaldi, G., Hamilton, F. L., Lau, R., Webster, R., Michie, S., & Murray, E. (2016) · Journal of Medical Internet Research · doi:10.2196/jmir.4790 · Cited by 273
Rogers, M. A., Lemmen, K., Kramer, R., Mann, J., & Chopra, V. (2017) · Journal of Medical Internet Research · doi:10.2196/jmir.7111 · Cited by 259
Watts, S. E., Turnell, A., Kladnitski, N., Newby, J. M., & Andrews, G. (2015) · Journal of Affective Disorders · doi:10.1016/j.jad.2014.12.025 · Cited by 188
Engagement and retention in digital mental health interventions: a narrative review
Boucher, E. M., & Raiker, J. S. (2024) · BMC Digital Health · doi:10.1186/s44247-024-00105-9 · Cited by 218
Karyotaki, E., Kemmeren, L., Riper, H., Twisk, J., Hoogendoorn, A., Kleiboer, A., Mira, A., Mackinnon, A., Meyer, B., Botella, C., et al. (2018) · Psychological Medicine · doi:10.1017/s0033291718000648 · Cited by 167
Self-citationEffectiveness of Guided Internet-Based Cognitive Behavior Therapy in Regular Clinical Settings
Andersson, G., & Hedman, E. (2013) · Verhaltenstherapie · doi:10.1159/000354779 · Cited by 165
Musiat, P., Johnson, C., Atkinson, M., Wilksch, S., & Wade, T. (2022) · Psychological Medicine · doi:10.1017/s0033291721004621 · Cited by 166
Lillevoll, K. R., Vangberg, H. C. B., Griffiths, K. M., Waterloo, K., & Eisemann, M. R. (2014) · BMC Psychiatry · doi:10.1186/1471-244x-14-14 · Cited by 150
“The positive effect of internet-based cognitive behavioural therapy (ICBT) on depression among adults has been documented in randomized controlled trials [10-14] and community populations [15,16].”
BackgroundSelf-citationAdvancing psychotherapy and evidence‐based psychological interventions
Emmelkamp, P. M. G., David, D., Beckers, T., Muris, P., Cuijpers, P. J., Lutz, W., Andersson, G., Araya, R., Rivera, R. M. B., Barkham, M., et al. (2013) · International Journal of Methods in Psychiatric Research · doi:10.1002/mpr.1411 · Cited by 183
Donker, T., Bennett, K., Bennett, A., Mackinnon, A., van Straten, A., Cuijpers, P., Christensen, H., & Griffiths, K. M. (2013) · Journal of Medical Internet Research · doi:10.2196/jmir.2307 · Cited by 154
Self-citationHøifødt, R. S., Lillevoll, K. R., Griffiths, K. M., Wilsgaard, T., Eisemann, M., Waterloo, K., & Kolstrup, N. (2013) · Journal of Medical Internet Research · doi:10.2196/jmir.2714 · Cited by 154
“Studies generally show small to moderate effects of self-administered, unguided CBT in the treatment of depression [19-23], although in some studies unguided interventions have yielded large treatment effects [24,25].”
BackgroundResultSelf-citationMohr, D. C., Duffecy, J., Ho, J., Kwasny, M., Cai, X., Burns, M. N., & Begale, M. J. (2013) · PLoS ONE · doi:10.1371/journal.pone.0070086 · Cited by 158
Online interventions for depression and anxiety – a systematic review
Saddichha, S., Al-Desouki, M., Lamia, A., Linden, I. A., & Krausz, M. (2014) · Health Psychology and Behavioral Medicine · doi:10.1080/21642850.2014.945934 · Cited by 133
“CBT is based on Coping with Depression course Farrer et al. (2011) 105 callers to a national helpline service with moderate to high psychological distress (22 or above on the 10-item Kessler Psychological Distress Scale (K10)) were recruited and randomized to receive either Internet CBT plus weekly telephone follow-up…”
MethodInfluentialSmyth, J. M., Johnson, J. A., Auer, B. J., Lehman, E. B., Talamo, G., & Sciamanna, C. (2018) · JMIR Mental Health · doi:10.2196/11290 · Cited by 160
Sztein, D. M., Koransky, C. E., Fegan, L., & Himelhoch, S. (2018) · Journal of Telemedicine and Telecare · doi:10.1177/1357633x17717402 · Cited by 135
Twomey, C., & O’Reilly, G. (2017) · Australian & New Zealand Journal of Psychiatry · doi:10.1177/0004867416656258 · Cited by 133
Twomey, C., O'Reilly, G., Byrne, M., Bury, M., White, A., Kissane, S., McMahon, A., & Clancy, N. (2014) · British Journal of Clinical Psychology · doi:10.1111/bjc.12055 · Cited by 100
Kleiboer, A. M., Donker, T., Seekles, W., van Straten, A., Riper, H. M., & Cuijpers, P. J. (2015) · Behaviour Research and Therapy · doi:10.1016/j.brat.2015.06.013 · Cited by 113
Internet interventions for depression: new developments
Schröder, J., Berger, T., Westermann, S., Klein, J. P., & Moritz, S. (2016) · Dialogues in Clinical Neuroscience · doi:10.31887/dcns.2016.18.2/jschroeder · Cited by 105
Lancee, J., van den Bout, J., Sorbi, M. J., & van Straten, A. (2013) · Behaviour Research and Therapy · doi:10.1016/j.brat.2013.09.004 · Cited by 104
Experiences of non-adherence to Internet-delivered cognitive behavior therapy: a qualitative study
Johansson, O., Michel, T., Andersson, G., & Paxling, B. (2015) · Internet Interventions · doi:10.1016/j.invent.2015.02.006 · Cited by 99
Leung, C., Pei, J., Hudec, K., Shams, F., Munthali, R., & Vigo, D. (2022) · Journal of Medical Internet Research · doi:10.2196/36004 · Cited by 94
Computer-Assisted Cognitive-Behavior Therapy and Mobile Apps for Depression and Anxiety
Wright, J. H., Mishkind, M., Eells, T. D., & Chan, S. R. (2019) · Current Psychiatry Reports · doi:10.1007/s11920-019-1031-2 · Cited by 93
Gan, D. Z. Q., McGillivray, L., Larsen, M. E., Christensen, H. M., & Torok, M. H. (2022) · Digital Health · doi:10.1177/20552076221098268 · Cited by 87
Self-citationChristensen, H., Farrer, L., Batterham, P. J., Mackinnon, A., Griffiths, K. M., & Donker, T. (2013) · BMJ Open · doi:10.1136/bmjopen-2013-002886 · Cited by 80
Self-citationZagorscak, P., Heinrich, M., Sommer, D., Wagner, B., & Knaevelsrud, C. (2018) · Psychotherapy and Psychosomatics · doi:10.1159/000481515 · Cited by 85
Shim, M., Mahaffey, B., Bleidistel, M., & Gonzalez, A. (2017) · Clinical Psychology Review · doi:10.1016/j.cpr.2017.09.003 · Cited by 72
Mira, A., Bretón-López, J., García-Palacios, A., Quero, S., Baños, R. M., & Botella, C. (2017) · Neuropsychiatric Disease and Treatment · doi:10.2147/ndt.s130994 · Cited by 71
“Farrer et al 62 also showed the efficacy of a self-applied treatment in reducing depression with and without weekly telephone calls by a therapist, compared with standard treatment.”
Christensen, H. M., Batterham, P. J., Mackinnon, A. J., Griffiths, K. M., Hehir, K. K., Kenardy, J. A., Gosling, J., & Bennett, K. (2014) · Journal of Medical Internet Research · doi:10.2196/jmir.3507 · Cited by 74
Self-citationKenter, R., Cuijpers, P., Beekman, A., & van Straten, A. (2016) · Journal of Medical Internet Research · doi:10.2196/jmir.4861 · Cited by 66
Frequent callers to crisis helplines: Who are they and why do they call?
Spittal, M. J., Fedyszyn, I. E., Middleton, A., Bassilios, B., Gunn, J. M., Woodward, A., & Pirkis, J. (2014) · Australian & New Zealand Journal of Psychiatry · doi:10.1177/0004867414541154 · Cited by 64
The Implementation of Internet Interventions for Depression: A Scoping Review
Drozd, F., Vaskinn, L., Bergsund, H. B., Haga, S. M., Slinning, K., & Bjørkli, C. A. (2016) · Journal of Medical Internet Research · doi:10.2196/jmir.5670 · Cited by 67
Farrer, L., Christensen, H., Griffiths, K. M., & Mackinnon, A. (2012) · Journal of Medical Internet Research · doi:10.2196/jmir.1859 · Cited by 56
Self-citationKaryotaki, E., Klein, A. M., Ciharova, M., Bolinski, F., Krijnen, L., de Koning, L., de Wit, L., van der Heijde, C. M., Ebert, D. D., Riper, H., et al. (2022) · Behaviour Research and Therapy · doi:10.1016/j.brat.2021.104028 · Cited by 60
Cheek, C., Bridgman, H., Fleming, T., Cummings, E., Ellis, L., Lucassen, M. F., Shepherd, M., & Skinner, T. (2014) · JMIR Serious Games · doi:10.2196/games.3183 · Cited by 51
Reynolds, J., Griffiths, K. M., Cunningham, J. A., Bennett, K., & Bennett, A. (2015) · JMIR Mental Health · doi:10.2196/mental.4200 · Cited by 55
Self-citationSchure, M. B., Lindow, J. C., Greist, J. H., Nakonezny, P. A., Bailey, S. J., Bryan, W. L., & Byerly, M. (2019) · Journal of Medical Internet Research · doi:10.2196/14754 · Cited by 50
Farrer, L. M., Griffiths, K. M., Christensen, H., Mackinnon, A. J., & Batterham, P. J. (2014) · Cognitive Therapy and Research · doi:10.1007/s10608-013-9589-1 · Cited by 47
Self-citationMamukashvili-Delau, M., Koburger, N., Dietrich, S., & Rummel‐Kluge, C. (2023) · JMIR Mental Health · doi:10.2196/46925 · Cited by 50
McCall, H. C., Hadjistavropoulos, H. D., & Sundström, C. (2021) · Journal of Medical Internet Research · doi:10.2196/26939 · Cited by 52
Kingston, D. E., Austin, M., Hegadoren, K., McDonald, S., Lasiuk, G. C., McDonald, S. D., Heaman, M. I., Biringer, A. B., Sword, W. A., Giallo, R., et al. (2014) · Trials · doi:10.1186/1745-6215-15-72 · Cited by 39
Ketelaar, S. M., Nieuwenhuijsen, K., Gärtner, F. R., Bolier, L., Smeets, O., & Sluiter, J. K. (2013) · PLoS ONE · doi:10.1371/journal.pone.0072546 · Cited by 38
Middleton, A., Woodward, A., Gunn, J. M., Bassilios, B., & Pirkis, J. (2016) · Health & Social Care in the Community · doi:10.1111/hsc.12404 · Cited by 38
Baumann, M., Stargardt, T., & Frey, S. (2020) · Applied Health Economics and Health Policy · doi:10.1007/s40258-019-00551-x · Cited by 38
Lin, A., & Espay, A. J. (2021) · Epilepsy & Behavior Reports · doi:10.1016/j.ebr.2021.100469 · Cited by 38
Mamukashvili-Delau, M., Koburger, N., Dietrich, S., & Rummel‐Kluge, C. (2022) · BMC Psychiatry · doi:10.1186/s12888-022-04325-z · Cited by 40
Adaptive Elements in Internet-Delivered Psychological Treatment Systems: Systematic Review
Mukhiya, S. K., Wake, J. D., İnal, Y., Pun, K. I., & Lamo, Y. (2020) · Journal of Medical Internet Research · doi:10.2196/21066 · Cited by 33
ALAVI, N., & HIRJI, A. (2020) · Journal of Psychiatric Practice · doi:10.1097/pra.0000000000000455 · Cited by 33
Høifødt, R. S., Mittner, M., Lillevoll, K. R., Katla, S. K., Kolstrup, N., Eisemann, M. R., Friborg, O., & Waterloo, K. K. (2015) · Journal of Medical Internet Research · doi:10.2196/jmir.4351 · Cited by 35
Leong, Q. Y., Sridhar, S., Blasiak, A., Tadeo, X., Yeo, G., Remus, A., & Ho, D. (2021) · Journal of Medical Internet Research · doi:10.2196/27388 · Cited by 39
Heterogeneity of Treatment Effects in Internet- and Mobile-Based Interventions for Depression
Terhorst, Y., Kaiser, T., Brakemeier, E., Moshe, I., Philippi, P., Cuijpers, P. J., Baumeister, H., & Sander, L. (2024) · JAMA Network Open · doi:10.1001/jamanetworkopen.2024.23241 · Cited by 35
Renfrew, M. E., Morton, D. P., Morton, J. K., Hinze, J. S., Przybylko, G., & Craig, B. A. (2020) · Journal of Medical Internet Research · doi:10.2196/19945 · Cited by 34
Haaf, R., Vock, P., Wächtershäuser, N., Correll, C. U., Köhler, S., & Klein, J. P. (2024) · Der Nervenarzt · doi:10.1007/s00115-023-01587-0 · Cited by 30
The experiences of frequent users of crisis helplines: A qualitative interview study
Middleton, A., Gunn, J. M., Bassilios, B., & Pirkis, J. (2016) · Patient Education and Counseling · doi:10.1016/j.pec.2016.06.030 · Cited by 29
Barakat, S., Burton, A. L., Cunich, M. M., Hay, P., Hazelton, J. L., Kim, M., Lymer, S. J., Madden, S., Maloney, D., Miskovic‐Wheatley, J., et al. (2023) · Psychiatry Research · doi:10.1016/j.psychres.2023.115534 · Cited by 29
Ofoegbu, T. O., Asogwa, U. D., Otu, M. S., Ibenegbu, C. I., Muhammed, A., & Eze, B. (2020) · Medicine · doi:10.1097/md.0000000000018774 · Cited by 28
Treatment adherence in a lay health adviser intervention to treat tobacco dependence
Hood, N. E., Ferketich, A. K., Paskett, E. D., & Wewers, M. E. (2013) · Health Education Research · doi:10.1093/her/cys081 · Cited by 26
Computer-Assisted CBT and Mobile Apps for Depression: Assessment and Integration Into Clinical Care
Wright, J. H., & Mishkind, M. C. (2020) · FOCUS The Journal of Lifelong Learning in Psychiatry · doi:10.1176/appi.focus.20190044 · Cited by 27
Jackson, H. M., Calear, A. L., Batterham, P. J., Ohan, J. L., Farmer, G. M., & Farrer, L. M. (2023) · Journal of Medical Internet Research · doi:10.2196/44673 · Cited by 25
Self-citationEustis, E. H., Graham-LoPresti, J. R., Aguilera, A., & Schueller, S. M. (2023) · Journal of Medical Internet Research · doi:10.2196/45409 · Cited by 27
Zhao, D., Lustria, M. L. A., & Hendrickse, J. (2017) · Patient Education and Counseling · doi:10.1016/j.pec.2017.01.004 · Cited by 27
Zamiri-Miandoab, N., Hasanzadeh, R., & Mirghafourvand, M. (2022) · Annals of General Psychiatry · doi:10.1186/s12991-022-00417-y · Cited by 23
Integration of peer support and computer-based CBT for veterans with depression
Nelson, C. B., Abraham, K. M., Walters, H., Pfeiffer, P. N., & Valenstein, M. M. (2013) · Computers in Human Behavior · doi:10.1016/j.chb.2013.10.012 · Cited by 26
Ciharova, M., Cuijpers, P., Amanvermez, Y., Riper, H., Klein, A. M., Bolinski, F., de Wit, L. D., der Heijde, C. M. V., Bruffaerts, R., Struijs, S., et al. (2023) · Internet Interventions · doi:10.1016/j.invent.2023.100646 · Cited by 17
Reich, K., Mrowietz, U., Karakasili, E., & Zschocke, I. (2014) · Archives of Dermatological Research · doi:10.1007/s00403-014-1475-5 · Cited by 21
Pihlaja, S., Lahti, J. M. T., Lipsanen, J. O., Ritola, V., Gummerus, E.-M., Stenberg, J., & Joffe, G. (2020) · Journal of Medical Internet Research · doi:10.2196/15732 · Cited by 23
Ghosh, A., Cherian, R. J., Wagle, S., Sharma, P., Kannan, K. R., Bajpai, A., & Gupta, N. (2023) · Journal of Medical Internet Research · doi:10.2196/41005 · Cited by 25
Al-Hamzawi, A. O., Rosellini, A. J., Lindberg, M., Petukhova, M. V., Kessler, R. C., & Bruffaerts, R. (2014) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2014.02.006 · Cited by 17
Simmonds‐Buckley, M., Bennion, M. R., Kellett, S., Millings, A., Hardy, G. E., & Moore, R. K. (2020) · Journal of Medical Internet Research · doi:10.2196/17049 · Cited by 16
Bragesjö, M., Arnberg, F. K., Jelbring, A., Nolkrantz, J., Särnholm, J., Lauri, K. O., von Below, C., & Andersson, E. (2021) · European Journal of Psychotraumatology · doi:10.1080/20008198.2021.1885193 · Cited by 17
Alavi, N., Stephenson, C., Omrani, M., Gerritsen, C. J., Martin, M. S., Knyahnytskyi, A., Zhu, Y., Kumar, A., Jagayat, J., Shirazi, A., et al. (2021) · JMIR Research Protocols · doi:10.2196/30845 · Cited by 18
Computerized Cognitive Behavioral Therapy for Treatment of Depression in Multiple Sclerosis
Ratajska, A. M., Zurawski, J. D., Healy, B. C., & Glanz, B. I. (2018) · International Journal of MS Care · doi:10.7224/1537-2073.2017-094 · Cited by 16
Hatcher, S., Whittaker, R., Patton, M., Miles, W., Ralph, N., Kercher, K., & Sharon, C. (2018) · JMIR Mental Health · doi:10.2196/mental.8510 · Cited by 15
Kanapathy, J., & Bogle, V. (2019) · Journal of Health Psychology · doi:10.1177/1359105317713360 · Cited by 14
Beintner, I., & Jacobi, C. (2019) · Internet Interventions · doi:10.1016/j.invent.2017.11.001 · Cited by 14
Sasseville, M., LeBlanc, A., Tchuente, J., Boucher, M., Dugas, M., Mbemba, G. I. C., Barony, R., Chouinard, M., Beaulieu, M., Beaudet, N., et al. (2023) · Systematic Reviews · doi:10.1186/s13643-023-02241-1 · Cited by 16
Campos, D., Bretón-López, J., Botella, C., Mira, A., Castilla, D., Baños, R., Tortella-Feliu, M., & Quero, S. (2016) · BMC Psychiatry · doi:10.1186/s12888-016-0996-1 · Cited by 13
Improving mental health literacy using web- or app-based interventions: A scoping review
Tian, L., Wong, E. L., Dong, D., Cheung, A. W.-L., Chan, S. K. W., Cao, Y., Mok, P. K. H., Zhou, L.-M., & Xu, R. H. (2024) · Digital Health · doi:10.1177/20552076241243133 · Cited by 13
Frequent callers in primary health care – a qualitative study with a nursing perspective
Holmström, I. K., Krantz, A. S., Karacagil, L., & Sundler, A. J. (2016) · Journal of Advanced Nursing · doi:10.1111/jan.13153 · Cited by 13
E-mental health services in Australia 2014: current and future
Christensen, H. M., Proudfoot, J. G., Woodward, A., Hosie, A., Klein, B., Morgan, C., Kavanagh, D. J., Andrews, G., Harman, G., Burns, J. S., et al. (2014) · Swinburne figshare (Swinburne University of Technology) · Cited by 13
Self-citationHermes, E. D. A., & Rosenheck, R. A. (2016) · Psychiatric Services · doi:10.1176/appi.ps.201400532 · Cited by 12
Are Digitally Delivered Psychological Interventions for Depression the Way Forward? A Review
Stefanopoulou, E., Lewis, D., Taylor, M., Broscombe, J., Ahmad, J., & Larkin, J. (2018) · Psychiatric Quarterly · doi:10.1007/s11126-018-9576-5 · Cited by 12
Silverstone, P. H., Rittenbach, K., Suen, V. Y. M., Moretzsohn, A. G., Cribben, I., Bercov, M., Allen, A., Pryce, C., Hamza, D. M., & Trew, M. (2017) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2017.00032 · Cited by 12
Finding Web-Based Anxiety Interventions on the World Wide Web: A Scoping Review
Ashford, M. T., Olander, E. K., & Ayers, S. (2016) · JMIR Mental Health · doi:10.2196/mental.5349 · Cited by 11
Rajeshkumar, L., Mishkind, M. C., Coleman, J. J., Pahwa, M., LaPreze, D., Solenske, S., & Wright, J. H. (2024) · Journal of Psychiatric Practice · doi:10.1097/pra.0000000000000815 · Cited by 12
Guided Internet-Delivered Treatment for Depression: Scoping Review
Børtveit, L., Dechsling, A., Sütterlin, S., Nordgreen, T., & Nordahl‐Hansen, A. (2022) · JMIR Mental Health · doi:10.2196/37342 · Cited by 11
Computerised cognitive behavioural therapy: helping Ireland log on
Twomey, C., O'Reilly, G., & Byrne, M. (2013) · Irish Journal of Psychological Medicine · doi:10.1017/ipm.2012.5 · Cited by 11
Skaczkowski, G., van der Kruk, S., Loxton, S., Hughes-Barton, D., Howell, C., Turnbull, D., Jensen, N., Smout, M., & Gunn, K. (2022) · JMIR Mental Health · doi:10.2196/31018 · Cited by 9
Cognitive behavioral therapy around the globe
Kuo, C. (2019) · Elsevier eBooks · doi:10.1016/b978-0-12-814932-4.00005-7 · Cited by 10
Overholser, J. C. (2013) · Journal of Contemporary Psychotherapy · doi:10.1007/s10879-013-9241-0 · Cited by 9
Reduced Contact Cognitive-Behavioral Interventions for Adult Depression: A Review
Beshai, S., Wallace, L. M., McDougall, K. H., Waldmann, K., & Stea, J. N. (2016) · The Journal of psychology · doi:10.1080/00223980.2015.1087376 · Cited by 7
Metadata
- Authors
- Farrer, L., Christensen, H., Griffiths, K. M., & Mackinnon, A.
- Affiliations
- Australian National University (AU)
- The University of Melbourne (AU)
- Corresponding author
- Farrer, Louise
- Venue
- PLoS ONE
- Publisher
- Public Library of Science (PLoS)
- Published
- 2011-11-30
- Volume
- 6
- Issue
- 11
- Pages
- e28099
- ISSN
- 1932-6203 (ISSN-L)
- PMC
- PMC3227639
- OpenAlex
- W2038169816
- Semantic Scholar
- 95651e02415cb99ae8dabe6dec5bcd2aaa8a2b11
- Cited by
- 140
- References
- 58
- Citations by year
- 2026: 1 · 2025: 2 · 2024: 7 · 2023: 16 · 2022: 9 · 2021: 14 · 2020: 10 · 2019: 4 · 2018: 8 · 2017: 11 · 2016: 12 · 2015: 11 · 2014: 16 · 2013: 13 · 2012: 6
- FWCI
- 14.97
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- PLoS ONE (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Minerva Access (University of Melbourne) (submittedVersion, cc-by)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Figshare (submittedVersion, cc-by)
- ANU Open Research (Australian National University) (submittedVersion, cc-by)
- Funders
- Medical Research Council
- Australian Research Council (LP0667970)
- National Health and Medical Research Council (525413, 525411)
- Topics
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Health Sciences › Medicine › Psychiatry and Mental health › Mental Health Treatment and Access
- Keywords
- internet-based cognitive behavioral therapy, depression, telephone helpline, telephone counseling, online intervention, psychological distress, medication adherence
- MeSH terms
- Adult, Australia, Depression, Female, Follow-Up Studies, Humans, Male, Patient Compliance, Patient Dropouts, Patient Participation, Telephone, Cognitive Behavioral Therapy, Confidence Intervals, Internet
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 2026-10-10, under version 3 of the claim definition (model deepseek-v4.1-flash, prompt extract-v3).
A second model labelled each claim on 2026-10-10 (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.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review