Cited by 70Psychotherapy Techniques and ApplicationsAnxiety, Depression, Psychometrics, Treatment, Cognitive ProcessesTreatment of Major Depression

Bringing light into darkness: A multiple baseline mixed methods case series evaluation of Augmented Depression Therapy (ADepT)

Open access
Dunn, Barnaby D., Widnall, Emily, Reed, Nigel, Owens, Christabel, Campbell, John, Kuyken, Willem·2019·Behaviour Research and Therapy

Abstract

Two core features of depression are elevations in negative valence system (NVS) functioning and reductions in positive valence system (PVS) functioning. Existing psychological treatments have focused on the NVS and neglected the PVS, which may contribute to sub-optimal outcomes. The present mixed methods multiple randomised baseline case series preliminarily evaluates Augmented Depression Therapy (ADepT), a novel depression treatment targeting PVS and NVS disturbance, that aims both to reduce depression and enhance wellbeing. Eleven clinically depressed participants were recruited. Intensive time series analyses showed that 7/11 participants improved on both wellbeing and depression. Reliable and clinically significant improvement was observed for 9/11 participants on at least one of these outcomes (and also across a range of other PVS and NVS outcomes). Group level analyses showed significant pre to post change on all outcomes. Benchmarking analyses indicated these effect sizes were at least comparable (and for some PVS outcomes superior) to existing treatments. Gains were largely sustained over one-year follow-up. Qualitative interviews indicated ADepT was feasible and acceptable. These findings provide preliminary support for ADepT as a novel depression treatment. Further evaluation, directly comparing ADepT to existing treatments using randomised controlled trial designs, is now required.

AI snapshot

Written from the paper’s full text.

TL;DR

ADepT, a 15-session therapy targeting positive and negative valence system disturbances, was evaluated in an 11-participant randomized multiple-baseline mixed-methods case series. It was acceptable and feasible, with preliminary improvements in depression and wellbeing that were largely sustained at one-year follow-up.

Key findings

  • Time-series analyses showed 7/11 participants improved on both wellbeing and depression; 9/11 showed reliable and clinically significant improvement on at least one primary outcome (PHQ-9 reliable change 8/11; WEMWBS reliable change 7/11 at post-treatment).
  • Group-level analyses showed significant pre-to-post change on all outcomes (PHQ-9, WEMWBS, WSAS, GAD-7, PANAS PA/NA, SHAPS), with large effect sizes (Hedges g > 0.8); gains were largely sustained at one-year follow-up.
  • Acceptability was high: 10/11 completed the full 15 acute sessions (mean acute sessions 14.64, SD 1.21); all participants rated ADepT as acceptable, were satisfied, and would recommend it; 8/11 used optional booster sessions (mean 2.00, SD 1.94).
  • Benchmarking suggested ADepT effects were comparable to existing trials for depression, anxiety, and NVS outcomes, potentially superior for wellbeing, anhedonia, and PVS outcomes, and superior to routine IAPT outcomes for anxiety, depression, and functional impairment.

Methods

  • Randomized multiple baseline mixed-methods case series at the AccEPT clinic, University of Exeter; 11 clinically depressed adults meeting SCID-I major depressive episode criteria, PHQ-9 ≥10, and marked anhedonia (PHQ-9 item 1 ≥2), randomized to 3–8 week baselines; treatment was up to 15 weekly acute sessions plus up to 5 optional booster sessions, delivered by three therapists.
  • Weekly PHQ-9 and WEMWBS; extended battery at intake, pre-treatment, post-treatment, 2-month follow-up, and approximately 1-year follow-up included WSAS, PANAS, GAD-7, and SHAPS; post-treatment qualitative interviews assessed acceptability and feasibility.
  • Analyses included simulation modeling analysis (SMA) for individual time series, reliable and clinically significant change, recovery analyses, repeated measures ANOVA and paired t-tests for group-level outcomes, and benchmarking against existing RCT and IAPT datasets.

Limitations

  • Stated by the paper: the lead author was treatment developer, supervisor, and one therapist (potential allegiance bias); treatment fidelity was not assessed; time-series slope analyses fitted a linear model despite non-linear visual patterns; small sample produced wide confidence intervals and likely positively biased effect sizes; group analyses were underpowered and did not correct for multiple comparisons; DSM-IV rather than DSM-V instrumentation was used; the sample was Caucasian, predominantly middle-aged, from a single site, and lacked diversity; early credibility/expectancy was not measured; and the protocol was not pre-registered.
  • Evident from the text: there was no internal control condition, and benchmarking against other trials is not a randomized comparison; follow-up data were incomplete (8/11 contactable at one year), with some missing weekly values and post-treatment scores substituted; qualitative analysis was conducted by the first author.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1016/j.brat.2019.103418

Cites

136 of 136 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

0 of 49 cited sources checked · 0 supported · 0 flagged

  • Findingown data

    For both PHQ-9 and WEMWBS, the fit of the slope change model was significantly greater than would have been expected by chance for seven out of eleven participants (P4, P6, P7, P8, P9, P11, P13).

    “For both PHQ-9 and WEMWBS, the fit of the slope change model was significantly greater than would have been expected by chance for seven out of eleven participants (P4, P6, P7, P8, P9, P11, P13), indicating significant linear improvement over time.”
    Quote in the paperSubstantial claim
  • Findingown data

    A number of clients reported developing a new relationship to depression during ADepT, seeing it as just one part of them they could learn to control to maximise their resilience.

    “A number of clients reported developing a new relationship to depression during ADepT, seeing it as just one part of them that they could learn to control to maximise their resilience (i.e., leading to meaningful changes in self-identity).”
    Quote in the paperNot a substantial claim
  • Findingown data

    Intensive time series analyses showed that 7/11 participants improved on both wellbeing and depression.

    “Intensive time series analyses showed that 7/11 participants improved on both wellbeing and depression.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The ADepT treatment delivered by the three therapists was delivered with sufficient fidelity to represent ADepT.
  • Findingown data

    Of those participants who engaged with boosters but did not complete all five, all agreed with their therapist at which point to terminate the booster phase.

    “Of those participants who engaged with boosters but did not complete all five, all agreed with their therapist at which point to terminate the booster phase (typically at the point they had met their treatment goals and/or stayed well for an extended period of time).”
    Quote in the paperNot a substantial claim
  • Findingown data

    Group level analyses showed significant pre to post change on all outcomes.

    “Group level analyses showed significant pre to post change on all outcomes.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The ADepT treatment delivered by the three therapists was delivered with sufficient fidelity to represent ADepT.
  • Classified as probably not a substantial claim. 26
  • May combine two claims. 96
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    The sample were aged between 20 and 70, predominantly female, mostly not employed, all of White British ethnic origin, and none declared a disability.

    “The sample were aged between 20 and 70, were predominantly female, were mostly not employed, and all were of White British ethnic origin.None declared themselves as having a disability.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    Mean depression severity was in the moderately severe range, mean anxiety severity was in the moderate range, and mean WSAS severity was in the severe range.

    “Mean depression severity was in the moderately severe range, mean anxiety severity was in the moderate range, and mean WSAS severity was in the severe range.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingcitation

    Mean WEMWBS score was well below general population averages, mean SHAPS score was well above general population averages, and mean PANAS positive affect was well below and negative affect was well above general population averages.

    “Mean WEMWBS score was well below general population averages”
    • Also stated in: § 3.1. Recruitment, data completeness and demographic characteristics · boosted
      “mean SHAPS score was well above general population averages”
    • Also stated in: § 3.1. Recruitment, data completeness and demographic characteristics · boosted
      “mean PANAS PA was well below, and PANAS NA was well above, general population averages”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Franken et al., 2007 source

      Not checked in the free run.

    • cites Crawford et al., 2009

      Not checked in the free run.

  • May combine two claims.

    Findingown data

    Barriers to engagement included negative previous experiences of talking therapy, depression reducing motivation, and practical life issues.

    “Barriers to engagement included negative previous experiences of talking therapy, depression reducing motivation, and practical life issues.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingown data

    The sample predominantly had recurrent depression (mean of 8 episodes, mean age of first onset in their twenties), with three participants having attempted suicide in the past at least once.

    “The sample predominantly had recurrent depression (mean of 8 episodes, with mean age of first onset in their twenties), with three participants having attempted suicide in the past at least once.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    There was no significant change in fear of positive emotions on the ACS-P or amplifying appraisals on the RPA.

    “There was no significant change in fear of positive emotions on the ACS-P, or amplifying appraisals on the RPA.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Clients viewed the establishment of a positive, caring therapeutic relationship; identifying and living according to values; building self-care; engaging with simple everyday pleasures; socially reconnecting; having clear goals; and having a practical focus as particularly helpful aspects of ADepT.

    “Aspects of ADepT that were viewed as particularly helpful included: the establishment of a positive, caring therapeutic relationship; identifying and living according to their values; building self-care; engaging with simple everyday pleasures; socially reconnecting; having clear goals; and having a practical focus.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    For the PHQ-9, reliable change was observed for eight out of eleven participants (73%) and reliable and clinically significant change for seven out of eleven participants (64%) at posttreatment.

    “For the PHQ-9, RC was observed for eight out of eleven participants (73%) and R + CSC was observed for seven out of eleven participants (64%) at the posttreatment assessment point.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The three clients whose depression had not remitted during acute treatment all gave positive feedback about the treatment, identifying clear behavioural gains despite only partial or no symptomatic relief.

    “The three clients whose depression had not remitted during acute treatment all gave positive feedback about the treatment, identifying clear behavioural gains they had made despite only partial or no symptomatic relief.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Qualitative interviews indicated ADepT was feasible and acceptable.

    “Qualitative interviews indicated ADepT was feasible and acceptable.”
    Quote in the paperNot a substantial claim
    • Rests on an assumption: The qualitative interviews and analysis were not biased by the first author and intervention developer conducting the qualitative analysis.
  • May combine two claims.

    Findingown data

    Handouts and exercises were viewed as constructive, although the volume of homework felt overwhelming to some clients (in clients where English was not the first language or who had dyslexia).

    “The handouts and exercises were viewed as constructive, although the volume of homework felt overwhelming to some clients (in clients where English was not the first language or who had dyslexia).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Clients found the future-oriented wellbeing focus of ADepT unexpected but beneficial and leading to improvements in depression.

    “Nine out of eleven clients perceived ADepT to have been very helpful, finding the future-oriented wellbeing focus unexpected but beneficial and leading to improvements in depression.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    For the WEMWBS, reliable change was seen for seven out of eleven participants (64%) and reliable and clinically significant improvement for six out of eleven participants (55%) at post-treatment.

    “For the WEMWBS, RC was seen for seven out eleven participants (64%) and R + CSC improvement was seen for six out of eleven participants (55%) at the post-treatment assessment point.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Four participants were extremely satisfied and five were very satisfied with ADepT.

    “Indicating ADepT was acceptable to clients, four were extremely satisfied and five were very satisfied with treatment.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    The two participants excluded on the basis of recovering during baseline were both in recovery for depression and anxiety at the end of treatment.

    “They were both in recovery for depression and anxiety at the end of treatment.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Autocorrelation between time measures (phase lag of one) varied between -.07 and .71 for PHQ-9 and between 0.08 and 0.87 for WEMWBS.

    “Autocorrelation between time measures (using a phase lag of one) varied between -.07 and .71for PHQ-9 and between 0.08 and 0.87 for WEMWBS.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Benchmarking analyses indicated effect sizes were at least comparable, and for some PVS outcomes superior, to existing treatments.

    “Benchmarking analyses indicated these effect sizes were at least comparable (and for some PVS outcomes superior) to existing treatments.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The external benchmark trials used for comparison are comparable to the current case series in sample, treatment context, and outcome measurement.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    One client saw depression as a secondary consequence of fibromyalgia, which they did not feel the therapy had addressed.

    “One client saw depression as a secondary consequence of fibromyalgia, which they did not feel the therapy had addressed.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Reliable and clinically significant improvement was observed for 9/11 participants on at least one of wellbeing or depression outcomes, and also across a range of other PVS and NVS outcomes.

    “Reliable and clinically significant improvement was observed for 9/11 participants on at least one of these outcomes (and also across a range of other PVS and NVS outcomes).”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The ADepT treatment delivered by the three therapists was delivered with sufficient fidelity to represent ADepT.
  • May combine two claims.

    Findingown data

    The other participant chose to stop treatment after eleven sessions, having made a full recovery (PHQ-9 = 0 and GAD-7 = 2 at final treatment session) and met their treatment goals.

    “The other participant chose to stop treatment after eleven sessions, having made a full recovery (PHQ-9 = 0 and GAD-7 = 2 at final treatment session) and met their treatment goals.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    Another client wanted concrete advice about a life issue and was disappointed the therapist explored this Socratically rather than providing answers.

    “Another client wanted concrete advice about a life issue, and was disappointed the therapist explored this Socratically rather than providing answers.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Eight of eleven individuals were taking anti-depressants; none reported a change in medication during baseline; three reported a change during acute treatment, with one switching medications and two reducing or stopping medications.

    “Eight out of eleven individuals were taking anti-depressants, none of whom reported a change in medication during the baseline phase and three of whom reported a change during acute treatment.One individual switched medications and two individuals individualsreduced or stopped medications”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Clients identified areas to improve in the ADepT protocol: redrafting some handouts to be clearer, further emphasising social reconnection, and taking life stage into account more explicitly.

    “Areas to improve in the ADepT protocol identified by clients included redrafting some handouts to be clearer, further emphasising social reconnection, and taking life stage into account more explicitly.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Eight participants would be extremely likely to recommend ADepT and one would be likely to recommend ADepT.

    “Eight participants would be extremely likely to recommend ADepT and one would be likely to recommend ADepT.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Visual analysis of the time series data reached broadly similar conclusions to the SMA analysis, with the same seven participants appearing to improve on both outcomes.

    “This visual analysis reached broadly similar conclusions to the SMA analysis, with the same seven participants appearing to improve on both outcomes.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Eight out of eleven participants made use of the ADepT optional booster sessions, attending on average 2 sessions (SD = 1.94).

    “Eight out of eleven participants made use of the ADepT optional booster sessions (attending on average 2 sessions, SD = 1.94).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingown data

    One participant initially accepted the offer of booster sessions but then withdrew prior to the first scheduled booster as they felt well and had no need of further sessions.

    “One participant initially accepted the offer of booster sessions but then withdrew prior to the first scheduled booster as they felt they were well and had no need of further sessions.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Booster sessions were seen as useful, even though not all clients felt the need to take them up.

    “Booster sessions were seen as useful, even though not all clients felt the need to take them up.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingreasoning

    The pattern of change was not clearly linear, with significant variability over time within and between participants.

    “However, the pattern of change was not clearly linear, with significant variability over time within and between participants.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Four participants rated ADepT as extremely acceptable and five rated it as very acceptable.

    “Four rated the treatment as extremely acceptable and five rated the treatment as very acceptable.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The two participants excluded from case series analyses on the basis of recovering during baseline both completed a full dose of acute treatment and rated it as acceptable.

    “The two participants (P1 and P2) who were excluded from the case series analyses on the basis of recovering during the baseline both completed a full dose of acute treatment and rated it as acceptable.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Seven out of eleven participants (64%) met criteria for reliable improvement on the PHQ-9 and eight out of eleven (73%) met criteria for reliable improvement on the GAD-7.

    “Seven out of eleven participants (64%) met criteria for reliable improvement on the PHQ-9 and eight out of eleven participants (73%) met criteria for reliable improvement on the GAD-7.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    For SHAPS and GAD-7, one-year follow-up levels were significantly improved relative to intake and pre-treatment and did not differ relative to post-treatment or two-month follow-up, except that symptom levels had further significantly improved from two-month follow-up to one-year follow-up (ps < .04).

    “A similar pattern emerged for the SHAPS and GAD-7, with the exception that symptom levels had further significantly improved from two-month follow-up to one-year follow-up, ps < .04.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    There were gains for a majority of participants at all time points for WSAS functioning (RC ≥ 50%, R + CSC ≥ 40%) and PANAS positive and negative affect (RC ≥ 60%, R + CSC ≥ 50%).

    “There were also gains for a majority of participants at all time points for WSAS functioning (RC ≥ 50%, R + CSC≥40%) and PANAS positive and negative affect (RC ≥ 60%, R + CSC≥50%).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The qualitative interviews revealed that the wellbeing focus of ADepT was acceptable to and valued by clients, with no evidence that it was experienced as PollyAnna-ish.

    “The qualitative interviews revealed that the wellbeing focus of ADepT was acceptable to and valued by clients, with no evidence that it was experienced as”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Dunn, 2012

      Not checked in the free run.

  • May combine two claims.

    Findingown data

    There was no significant change from post to two-month follow-up for any measures (ps > .10), except further improvements in PANAS PA over that time period (p = .01).

    “There was no significant change from post to two-month follow-up for any measures, ps > .10,with the exception further improvements in PANAS PA over that time period, p = .01(indicating benefits were sustained or extended during the follow-up period).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Anxiety recovery criteria were met by five out of eleven (45%) at post-assessment, five out of ten (50%) at two-month follow-up, and five out of eight (63%) at one-year follow-up.

    “Anxiety recovery criteria were met by five out of eleven (45%) participants at post-assessment, five out of ten (50%) participants at two-month follow-up, and five out of eight (63%) participants at one-year follow-up.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Of the two participants who met diagnostic criteria during follow-up, both had scored above the PHQ-9 caseness cut-off immediately post treatment (PHQ-9 post-treatment was 14 for P3 and 25 for P5), indicating they had not fully responded to acute treatment.

    “Of the two participants who had met diagnostic criteria during the follow-up period, both of these had scored above the PHQ-9 caseness cut-off immediately post treatment (PHQ-9 post-treatment was 14 for P3 and 25 for P5), indicating they had not fully responded to acute treatment.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    P3 was no longer in episode according to the SCID at one-year follow-up, although her PHQ-9 score was 10, just above the caseness cut-off.

    “P3 was no longer in episode according to the SCID (although her PHQ-9 score was 10, so just above the caseness cut-off).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    At intake and pretreatment, all eleven participants (100%) reported clinically significant levels of depression and ten out of eleven (91%) reported clinically significant levels of anxiety.

    “At intake and pretreatment, all eleven participants (100%) reported clinically significant levels of depression and ten out of eleven (91%) participants reported clinically significant levels of anxiety.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    There was little evidence of reliable deterioration except that P5 deteriorated on the WEMWBS at two-month follow-up and PANAS positive affect at two-month and one-year follow-up, and P7 deteriorated at one-year follow-up on PANAS negative affect.

    “There was little evidence of reliable deterioration except that P5 deteriorated on the WEMWBS at two-month follow-up and PANAS positive affect at two-month and one-year follow-up.P7 also deteriorated at one-year follow-up on PANAS negative affect.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    The diagnostic interview at one-year revealed that six out of eight participants (75%) interviewed had not relapsed during follow-up and met criteria for sustained recovery.

    “The diagnostic interview at one-year revealed that six out of eight participants [75%] interviewed had not relapsed during the follow-up period and therefore met criteria for sustained recovery.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    There was significant improvement from intake to post, intake to two-month follow-up, pre to post, and pre to two-month follow-up for most measures, with the exception that the pre to two-month follow-up comparison for PANAS PA was not significant (p = .16).

    “There was also significant improvement intake to post, ps < .01,intake to two-month follow-up, ps < .03,pre to post, ps < .02,and pre to twomonth follow-up, ps < .05.The one exception was that the pre to twomonth follow-up comparison for PANAS PA was not significant, p = .16.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingreasoning

    The 95% confidence intervals of the effects were broad and crossed zero.

    “Reflecting the sample size in the case series, the 95% confidence intervals of the effects were broad and crossed zero.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Depression recovery criteria were met by eight out of eleven (73%) at post-assessment, five out of ten (50%) at two-month follow-up, and four out of eight (50%) at one-year follow-up.

    “Depression recovery criteria were met by eight out of eleven (73%) participants at the post-assessment, five out of ten (50%) participants at two-month follow-up assessment, and four out of eight (50%) participants at one-year follow-up assessment.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    For PANAS NA, one-year follow-up levels were only trend lower than pre-treatment NA levels (p = .054), but otherwise the pattern was the same as for PHQ-9, WEMWBS, PANAS PA and WSAS.

    “For PANAS NA, one-year follow-up levels were only trend lower than pre-treatment NA levels, p = .054,but otherwise the pattern was the same as for PHQ-9, WEMWBS, PANAS PA and WSAS.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    P5 met criteria for a current major depressive episode at one-year follow-up on the SCID and continued to score above the PHQ-9 cut-off.

    “P5 met criteria for a current major depressive episode at one-year follow-up on the SCID and continued to score above the PHQ-9 cut-off.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    On the subset of eight individuals with complete data, one-year follow-up levels were significantly improved relative to intake and pre-treatment (ps < .03) but did not differ relative to post-treatment or two-month follow-up (ps > .13) for PHQ-9, WEMWBS, PANAS PA, and WSAS.

    “As intended, one-year follow-up levels were significantly improved relative to intake and pre-treatment, ps < .03,but did not differ relative to post-treatment or two-month follow-up, ps > .13,for PHQ-9, WEMWBS, PANAS PA, and WSAS.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    A significant pre-post improvement for WEMWBS and PHQ-9 in time series analysis was shown for four out of five participants in the mild PHQ-9 range (10-14); for two of three participants in the moderately severe range (15-19); and for one out of three participants in the severe range (>19).

    “A significant pre-post improvement for WEMWBS and PHQ-9 in time series analysis was shown for four out of five participants in the mild PHQ-9 range (10-14); for two of three participants in the moderately severe range PHQ-9 range (15-19); and for one out of three participants in the severe range (> 19).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    GAD-7 improvements at post and two-month follow-up were observed for a smaller proportion of participants (RC ≥ 30%; R + CSC ≥ 30%), but there were GAD-7 gains for a majority at one-year follow-up (RC = 75%; R + CSC = 75%).

    “GAD-7 improvements at post and two-month follow-up assessment were observed for a smaller proportion of participants (RC ≥ 30%; R + CSC≥30%) but there were GAD-7 gains for a majority of participants at one-year follow-up (RC = 75%; R + CSC = 75%).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    The 95% confidence intervals of the effects were broad and crossed zero, reflecting the sample size in the case series.

    “Reflecting the sample size in the case series, the 95% confidence intervals of the effects were broad and crossed zero.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    P5 failed to show reliable improvement for either primary outcome measure immediately post-treatment; despite attending all booster sessions, this client reported no further improvement in wellbeing or depression at subsequent follow-ups and showed deterioration on wellbeing at two-month follow-up.

    “P5 also failed to show reliable improvement for either primary outcome measure immediately post-treatment.Despite attending all of the booster sessions, this client reported no further improvement in wellbeing or depression at subsequent follow-ups (and showed deterioration on wellbeing at two-month follow-up).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Inspection of the individual items of the WEMWBS and PHQ-9 indicates there is substantial overlap in their content, although there is a clear difference in whether items are positively or negatively phrased.

    “Inspection of the individual items of the WEMWBS and PHQ-9 indicates there is substantial overlap in their content (although clear difference in whether items are positively or negatively phrased).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    Nine out of eleven participants showed reliable improvement from pre to post treatment on the PHQ-9 and/or WEMWBS (82%; exceeding the 60% target).

    “Nine out of eleven participants showed reliable improvement from pre to post treatment on the PHQ-9 and/or WEMWBS (82%; exceeding the 60% target).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    In qualitative interviews, some clients described improvements in values-consistent functioning that were not captured by either measure (for example, the two nonresponders both described behavioural gains they had made during treatment).

    “Consistent with this position, in the qualitative interviews, some clients described improvements in values-consistent functioning that were not captured by either measure (for example, the two nonresponders both described behavioural gains they had made during treatment).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data

    P3 failed to show reliable improvement in depression and wellbeing immediately post-treatment, but engaged with some booster sessions and showed significant gains on both outcomes at one-year follow-up.

    “P3 failed to show reliable improvement in depression and wellbeing immediately post-treatment, but did engage with some of the booster sessions and showed significant gains on both outcomes at oneyear-follow-up.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingown data

    Both P3 and P5 rated the treatment as acceptable and in qualitative interviews reported having made meaningful behavioural changes as a result of engaging in sessions.

    “Despite these mixed outcomes, both clients rated the treatment as acceptable and in qualitative interviews reported having made meaningful behavioural changes as a result of engaging in sessions.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingnone given

    The sample were predominantly cases of moderate to severe, treatment resistant depression, with comorbid anxiety, recruited from NHS waiting lists.

    “The sample were predominantly cases of moderate to severe, treatment resistant depression, with comorbid anxiety, recruited from NHS waiting lists.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Existing psychological treatments for depression have focused on the negative valence system (NVS) and neglected the positive valence system (PVS), which may contribute to sub-optimal outcomes.

    “Existing psychological treatments have focused on the NVS and neglected the PVS, which may contribute to sub-optimal outcomes.”
    • Also stated in: § 1. Introduction · plain
      “However, existing psychological treatments primarily focus on NVS elevations and neglect the PVS (Dunn, 2012;Dunn & Roberts, 2016).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Dunn, 2012

      Not checked in the free run.

    • cites Dunn & Roberts, 2016

      Not checked in the free run.

  • Classified as probably not a substantial claim.

    Premisenone given

    ADepT co-targets reduction of depression symptoms and enhancement of wellbeing/functioning.

    “To help foster positive recovery, ADepT co-targets reduction of depression symptoms and enhancement of wellbeing/functioning.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation

    The study followed guidelines in the design, analysis and reporting of case series to ensure the method was applied optimally.

    “We followed guidelines in the design, analysis and reporting of case series to ensure the method was applied optimally”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Kratochwill et al., 2013

      Not checked in the free run.

    • cites Smith, 2012 source

      Not checked in the free run.

    • cites Tate et al., 2016

      Not checked in the free run.

  • May combine two claims.

    Study design and conductcitation

    Sample size for intensive time series analysis was guided by the recommendation of a minimum of three replications of the intervention effect, and three therapists were asked to treat at least three cases each.

    “However, guidelines recommend a minimum of three replications of the intervention effect (Kratochwill et al., 2010).To increase confidence in the generalisability of the findings, we asked three different therapists to deliver the treatment, aiming for each to treat at least three cases.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Kratochwill et al., 2010

      Not checked in the free run.

  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductnone given

    Participants were randomised to different baseline assessment lengths between three and eight weeks, with a random sequence generated by a computer-based package.

    “Participants were randomised to different baseline assessment length (between three and eight weeks), with a random sequence generated by a computer-based package.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    The key element of recovery to clients is enhanced functioning in valued life domains and increased wellbeing.

    “The key element of recovery to clients is enhanced functioning in valued life domains (i.e. a reduction in the disability burden of depression) and increased wellbeing (the capacity to experience pleasure, meaning and social connection in life; Keyes, 2005) (Demyttenaere et al., 2015;Zimmerman et al., 2006).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Demyttenaere et al., 2015

      Not checked in the free run.

    • cites Zimmerman et al., 2006

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    The mechanisms targeted by ADepT include elevated dampening appraisals when feeling positive, reduced attentional and mnemonic processing biases to positive information, reductions in experiential processing, and reductions in self-compassion and kindness.

    “The mechanisms targeted included: elevated use of dampening appraisals when feeling positive (Burr, Javiad, Jell, Werner-Seidler, & Dunn, 2017;Dunn et al., 2018;Werner-Seidler, Banks, Dunn, & Moulds, 2013); reduced attentional and mnemonic processing biases to positive information”
    • Also stated in: § 1. Introduction · plain
      “reductions in experiential processing (e.g., see Gadeikis, Bos, Schweizer, Murphy, & Dunn, 2017;Teasdale, 1999); and reductions in self-compassion and kindness (e.g.see Hofmann, Grossman, & Hinton, 2011).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Burr, Javiad, Jell, Werner-Seidler, & Dunn, 2017

      Not checked in the free run.

    • cites Dunn et al., 2018

      Not checked in the free run.

    • cites Werner-Seidler, Banks, Dunn, & Moulds, 2013 source

      Not checked in the free run.

  • Classified as probably not a substantial claim. May combine two claims.

    Study design and conductown data

    Fourteen participants entered the case series but three were excluded: P1 and P2 recovered during baseline, and P14's primary presenting problem was a head injury.

    “Fourteen participants entered the case series but three were excluded (P1 and P2 as they recovered during the baseline phase [PHQ-9 change > 6 points and scoring < 10 at pre-treatment]; P14 because it became apparent that their primary presenting problem was a head injury 3 ).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    PVS reductions predict acute symptom severity, poor treatment response, and a chronic, relapsing future course in depression.

    “Whilst it has long been recognised that NVS elevations are prognostically important in depression, it is now increasingly acknowledged that PVS reductions also predict acute symptom severity, poor treatment response, and a chronic, relapsing future course (Spijker, Bijl, De Graaf, & Nolen, 2001;Uher et al., 2012, McMakin et al., 2012; see reviews by Dunn & Roberts, 2016;Dunn, in press).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Spijker, Bijl, De Graaf, & Nolen, 2001

      Not checked in the free run.

    • cites Uher et al., 2012 source

      Not checked in the free run.

    • cites Dunn & Roberts, 2016

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    Eight of eleven participants were contactable after one year, all agreed to take part, and P4, P9, P13 could not be contacted, all of whom had shown reliable improvement on PHQ-9 during acute treatment.

    “Eight out of eleven participants were contactable after one-year for the additional followup, all of whom agreed to take part.P4, P9, P13 could not be contacted at one-year follow-up, all of whom had showed reliable improvement on the PHQ-9 during acute treatment.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data

    Nine of eleven participants took part in the post-treatment qualitative interview.

    “Nine out of eleven participants took part in the post-treatment qualitative interview.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductcitation

    The WEMWBS and PHQ-9 have been shown to be sensitive to change during treatment and had acceptable reliability in the current sample.

    “Both measures have been shown to be sensitive to change during treatment (Kroenke, Spitzer, Williams, & Lowe, 2010;Maheswaran, Weich, Powell, & Stewart-Brown, 2012) and had acceptable reliability in the current sample”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Kroenke, Spitzer, Williams, & Lowe, 2010 source

      Not checked in the free run.

    • cites Maheswaran, Weich, Powell, & Stewart-Brown, 2012

      Not checked in the free run.

  • May combine two claims.

    Study design and conductcitation

    Participants were included in final analyses only if they remained above the clinical cut-off for depression at the end of baseline (PHQ-9≥10) and showed a stable pattern of depression and wellbeing during baseline, with instability defined as reliable change of ≥6 points on PHQ-9 or ≥7 points on wellbeing.

    “We only included participants in the final analyses who remained above the clinical cut-off for depression at the end of the baseline phase (PHQ-9≥10) and showed a stable pattern of depression and wellbeing during the baseline phase.”
    • Also stated in: § 2.2. Participants · plain
      “We used reliable change for the PHQ-9 (≥6 points) and wellbeing (≥7 points) as the cut-off to indicate the baseline was not stable.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Kratochwill et al., 2010

      Not checked in the free run.

  • May combine two claims.

    Premisecitation

    Depression involves elevations in negative valence system (NVS) functioning and reductions in positive valence system (PVS) functioning.

    “Two core features of depression are elevations in negative valence system (NVS) functioning and reductions in positive valence system (PVS) functioning.”
    • Also stated in: § 1. Introduction · plain
      “These symptoms can be seen as emergent properties of disruptions to two underlying and partly dissociable neurobiological dimensions in depression (Carver & White, 1994;Gray, 1987;Insel et al., 2010;Paulus et al., 2017;Watson, Wiese, Vaidya, & Tellegen, 1999).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Carver & White, 1994 source

      Not checked in the free run.

    • cites Gray, 1987

      Not checked in the free run.

    • cites Insel et al., 2010 source

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    All remaining 11 participants had complete PHQ-9 and WEMWBS data for each weekly assessment, apart from P10 (no treatment week seven data) and P13 (no baseline week two data); these two missing values were substituted with the average of the two values either side.

    “All remaining 11 participants had complete PHQ-9 and WEMWBS data for each weekly assessment, apart from P10 (no treatment week seven data) and P13 (no baseline week two data).We substituted these two missing values with the average of the two values either side of them.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    The interviewer for diagnostic interviews was not blind to treatment phase.

    “The interviewer was not blind to treatment phase.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    Complete extended assessment data at pre, post and two-month follow-up were available for ten of eleven participants; P4's post-treatment PHQ-9 and WEMWBS scores were substituted with weekly measures taken at session 15.

    “Complete extended assessment data at pre, post and two-month followup were available for ten out of eleven participants (P4 did not complete post-treatment and follow-up assessments).We substituted the post-treatment PHQ-9 and WEMWBS scores for P4 with weekly measures taken at session 15.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Study design and conductown data

    The study set a priori continuation rules for proceeding to pilot trial evaluation of ADepT.

    “We set a priori continuation rules allowing us to proceed to pilot trial evaluation of ADepT only if:”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    Secondary analyses of CPT2 and CPT3 found reductions in positive affect were more marked than elevations in negative affect prior to treatment, there was a smaller repair of positive affect relative to negative affect during treatment, and disturbances were greater in positive affect versus negative affect at the end of treatment.

    “Secondary analyses revealed that reductions in PA were more marked than elevations in NA prior to treatment; there was a smaller repair of PA relative to NA during treatment; and disturbances were greater in PA versus NA at the end of treatment (Dunn et al., in press).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Dunn et al., in press

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing). May combine two claims.

    Study design and conductreasoning

    For secondary group level analyses, the study aimed to be powered to detect a large effect size and intended to recruit at least 13 participants.

    “For the secondary group level analyses (used to generate effect sizes for benchmarking purposes), we aimed to be powered to detect a large effect size in the key pre-post analysis (based on the continuation rule that ADepT needed to demonstrate a large effect size on the primary outcome variables).We therefore intended to recruit at least 13 participants.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation

    Case series methods can assess treatment acceptability and feasibility, provide preliminary evidence of effectiveness and proof-of-concept, help refine and optimise the protocol, and establish if the treatment is likely to be implementable in the target context.

    “Case series methods can: assess treatment acceptability and feasibility; provide preliminary evidence of effectiveness and proofof-concept; help refine and optimise the protocol; and establish if the treatment is likely to be implementable in the target context.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Kazdin, 2011

      Not checked in the free run.

    • cites Morley, 2017

      Not checked in the free run.

  • May combine two claims.

    Interpretationown data

    The seven participants with significant slope change showed significant linear improvement over time on both depression and wellbeing.

    “For both PHQ-9 and WEMWBS, the fit of the slope change model was significantly greater than would have been expected by chance for seven out of eleven participants (P4, P6, P7, P8, P9, P11, P13), indicating significant linear improvement over time.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    This analysis meets the case series criterion for an intervention effect, although it is only considered moderate evidence as it was not demonstrated for each individual case.

    “This analysis meets this criterion, although is only considered moderate evidence as it was not demonstrated for each individual case.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    Given high dropout rates in individual CBT for depression (estimated >25%), the retention rates in the case series are encouraging.

    “Given high dropout rates in individual CBT for depression (estimated to be greater than 25%; Hans & Hiller, 2013;Fernandez, Salem, Swift & Ramtahal, 2015), the retention rates in the case series are encouraging.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Hans & Hiller, 2013

      Not checked in the free run.

    • cites Fernandez, Salem, Swift & Ramtahal, 2015 source

      Not checked in the free run.

  • May combine two claims.

    Interpretationown data

    Visual inspection of mean effect sizes tentatively suggests ADepT outcomes were comparable to existing trials for depression, anxiety, and NVS outcomes, but potentially superior to existing trials for wellbeing, anhedonia and PVS outcomes.

    “Visual inspection of mean effect sizes tentatively suggests ADepT outcomes were comparable to existing trials for depression, anxiety, and NVS outcomes, but potentially superior to existing trials for wellbeing, anhedonia and PVS outcomes.”
    • Also stated in: § 4. Discussion · hedged
      “Visual inspection of mean effect sizes tentatively suggests ADepT outcomes were comparable to existing trials for depression, anxiety, and NVS outcomes, but potentially superior to existing trials for wellbeing, anhedonia and PVS outcomes.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: The benchmarking datasets (existing trials and routine IAPT service outcomes) are comparable to the ADepT case series in relevant characteristics (e.g., population, measures, setting).
  • May combine two claims.

    Interpretationown data

    This suggests better responses at the less severe end of the sample in the current version of the protocol and that some adaptations to the protocol may be required for severely depressed clients.

    “While further evaluation is required, this suggests better responses at the less severe end of the sample in the current version of the protocol and that some adaptations to the protocol may be required for severely depressed clients.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation

    According to recent meta-analyses, a PHQ-9 score of 10 has 85% sensitivity and 89% specificity for diagnosing major depressive disorder, and a GAD-7 score of 8 has 83% sensitivity and 84% specificity for diagnosing generalized anxiety disorder.

    “According to recent meta-analyses, a PHQ-9 score of 10 has 85% sensitivity and 89% specificity for diagnosing major depressive disorder (Manea, Gilbody, & McMillan, 2012) and a GAD-7 score of 8 has 83% sensitivity and 84% specificity for diagnosing generalized anxiety disorder (Plummer, Manea, Trepel, & McMillan, 2016).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Manea, Gilbody, & McMillan, 2012 source

      Not checked in the free run.

    • cites Plummer, Manea, Trepel, & McMillan, 2016 source

      Not checked in the free run.

  • May combine two claims.

    Study design and conductreasoning

    The one-year follow-up outcomes were not included in the repeated measures ANOVAs because this assessment was a post-hoc amendment to the protocol and data were only available for eight participants; including them would have significantly reduced statistical power.

    “We did not include the one-year follow-up outcomes in the repeated measures ANOVAs as this assessment was a post-hoc amendment to the protocol and data were only available for eight participants.Including the one-year follow-up data in the ANOVA would have significantly reduced statistical power.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data

    Benchmarking analyses indicated that depression and anxiety mean effect-sizes in the case series were broadly comparable to those observed in existing CBT and BA trials and were superior to routine IAPT care.

    “Benchmarking analyses indicated that depression and anxiety mean effect-sizes in the case series were broadly comparable to those observed in existing CBT and BA trials (e.g., DeRubeis et al., 2005;Hollon et al., 2014;Richards et al., 2016) and were superior to routine IAPT care (e.g., Zahra et al., 2014).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites DeRubeis et al., 2005 source

      Not checked in the free run.

    • cites Hollon et al., 2014 source

      Not checked in the free run.

    • cites Richards et al., 2016

      Not checked in the free run.

  • May combine two claims.

    Interpretationown data

    Mean effect sizes for ADepT for PVS outcomes (anhedonia and positive affect) were larger than those found in previous trials of BA and CBT, suggesting ADepT has potential to lead to step-wise improvements in the capacity to treat PVS deficits.

    “Mean effect sizes for ADepT for PVS outcomes (anhedonia and positive affect) were larger than those found in previous trials of BA and CBT (DeRubeis et al., 2005;Hollon et al., 2014;Richards et al., 2016), suggesting ADepT has potential to lead to step-wise improvements in the capacity to treat PVS deficits.”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites DeRubeis et al., 2005 source

      Not checked in the free run.

    • cites Hollon et al., 2014 source

      Not checked in the free run.

    • cites Richards et al., 2016

      Not checked in the free run.

  • May combine two claims.

    Interpretationown data

    There was preliminary but promising evidence of clinical effectiveness on the primary outcome measures, with triangulation in findings across analytic methods.

    “There was preliminary but nevertheless promising evidence of clinical effectiveness on the primary outcome measures, with triangulation in findings across analytic methods.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductown data

    161 out of a possible 165 acute treatment sessions offered across clients were attended (98%; exceeding the 60% target).

    “161 out of a possible 165 acute treatment sessions offered across clients were attended (98%; exceeding the 60% target).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    The sample are representative of patients seen in routine NHS care and comparable to those treated in existing trials used for benchmarking.

    “They are therefore representative of patients seen in routine NHS care (e.g.Zahra et al., 2014) and comparable to those treated in existing trials that we used for benchmarking purposes (Richards et al., 2016;DeRubeis et al., 2005;Hollon et al., 2014).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Zahra et al., 2014

      Not checked in the free run.

    • cites Richards et al., 2016

      Not checked in the free run.

    • cites DeRubeis et al., 2005 source

      Not checked in the free run.

  • May combine two claims.

    Study design and conductreasoning

    The small sample means that the effect sizes have wide confidence intervals and are likely to be positively biased, although Hedges small sample correction was used to minimize this.

    “Fourth, the small sample means that the effect sizes have wide confidence intervals and are likely to be positively biased (although Hedges small sample correction was used to minimize this).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductown data

    The group level analyses were under-powered (as the intended completer sample size of 13 was not recruited) and no correction for multiple comparisons was made.

    “Fifth, the group level analyses were under-powered (as we did not recruit the intended completer sample size of 13) and we did not correct for multiple comparisons as a result (to balance the risk between type I and type II error).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning

    The case series met all the continuation rules, indicating ADepT is ready to proceed to more rigorous evaluation via randomized controlled trial methodology.

    “The case series met all the continuation rules, indicating ADepT is ready to proceed to more rigorous evaluation via randomized controlled trial methodology.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning

    On this basis, it seems valid to proceed to further evaluation of ADepT.

    “On this basis, it seems valid to proceed to further evaluation of ADepT.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductreasoning

    The lead author was treatment developer, supervisor and one of the therapists, meaning there is potential for allegiance biases.

    “First, the lead author was treatment developer, supervisor and one of the therapists, meaning that there is potential for allegiance biases.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    The present case series results clearly exceeded the liberal continuation rules, suggesting ADepT has potential to meet more stringent continuation rules in later development phases.

    “It is noteworthy that the present case series results clearly exceeded these liberal continuation rules, suggesting ADepT has potential to meet more stringent continuation rules in later development phases.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductreasoning

    We did not exclude any eligible participants on the basis of the bereavement criteria in DSM-IV, meaning that our diagnoses align with those that would have been reached under DSM-V.

    “We did not exclude any eligible participants on the basis of the bereavement criteria in DSM-IV, meaning that our diagnoses align with those that would have been reached under DSM-V.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data

    In summary, this case series provides preliminary evidence that ADepT is an acceptable intervention that is likely to lead to improvements in PVS and NVS and by doing so lead to enhanced wellbeing and reduced depression symptoms.

    “In summary, this case series provides preliminary evidence that ADepT is an acceptable intervention to clients that is likely to lead to improvements in PVS and NVS and by doing so lead to enhanced wellbeing and reduced depression symptoms.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.

    Interpretationown data

    It may be that the PHQ-9 and the WEMWBS are not ideal measures of symptoms and positive recovery respectively and there is a need to develop better tools to measure these constructs.

    “It may be that the PHQ-9 and the WEMWBS are not ideal measures of symptoms and positive recovery respectively and there is a need to develop better tools to measure these constructs.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductreasoning

    The time series slope analyses fitted a linear model of change during treatment, although visual inspection suggested a non-linear, variable pattern of change; this non-linearity would go against experimental predictions and inflate type II rather than type I error.

    “Third, the time series slope analyses fitted a linear model of change during treatment (followed SMA guidance; Borckardt, 2006), although visual inspection of the data suggested a non-linear, variable pattern of change.The effect of this non-linearity would go against our experimental predictions (of a significant intervention effect), so will have inflated type II rather than type I error.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Borckardt, 2006

      Not checked in the free run.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductreasoning

    Treatment fidelity was not assessed (as no fidelity tool currently exists).

    “Second, treatment fidelity was not assessed (as no fidelity tool currently exists).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductreasoning

    The case series protocol was not pre-registered, although data on all outcome measures collected using a variety of analytic procedures are reported, minimising risk of p- or measure-hacking.

    “Finally, we did not pre-register the case series protocol (although we report data on all outcome measures collected using a variety of analytic procedures, therefore minimising risk of p-or measure-hacking).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    We did not capture the additional specifiers.

    “However, we did not capture the additional specifiers.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning

    Across the board the group level analyses were all clearly significant for key comparisons, meaning it is very unlikely that this pattern would have emerged solely due to random error or inflated type I error.

    “It is noteworthy that across the board the group level analyses were all clearly significant for key comparisons, meaning it is very unlikely that this pattern would have emerged solely due to random error or inflated type I error.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Study design and conductnone given

    The time series analyses on the primary outcome measures were adequately powered and were systematically replicated across a number of participants.

    “Further, the time series analyses on the primary outcome measures were adequately powered and were systematically replicated across a number of participants.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductown data

    While post treatment quantitative and qualitative data suggested ADepT was acceptable and feasible, participants' views of the approach after their first treatment session were not captured.

    “Eighth, while the post treatment quantitative and qualitative data suggested ADepT was acceptable and feasible, we did not capture participants'views of the approach after their first treatment session (for example, using the Credibility/Expectancy Questionnaire; Devilly & Borkovec, 2000).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Devilly & Borkovec, 2000 source

      Not checked in the free run.

  • May combine two claims.

    Interpretationown data

    There were no obvious differences in outcomes between therapists, preliminarily suggesting effects are not carried by particular therapists and that the protocol is likely generalizable to different workforces.

    “There were no obvious differences in outcomes between therapists, preliminarily suggesting effects are not carried by particular therapists and that the protocol is likely generalizable to different workforces.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given

    DSM-IV rather than DSM-V instrumentation was used to assess depression.

    “Sixth, DSM-IV rather than DSM-V instrumentation was used to assess depression.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationown data

    Alternatively, it may be that wellbeing and depression are better viewed as opposite ends of a single underlying bipolar dimension (running from depression to neutral to wellbeing).

    “Alternatively, it may be that wellbeing and depression are better viewed as opposite ends of a single underlying bipolar dimension (running from depression to neutral to wellbeing).”
    Quote in the paperNot a substantial claim
110 of 110
  • The paper relies on this without support.

    The external benchmark trials used for comparison are comparable to the current case series in sample, treatment context, and outcome measurement.

    “Further, the case series outcomes were benchmarked against existing trial data to examine how NVS (depression and anxiety symptoms, negative affect) and PVS (positive affect, anhedonia, and wellbeing) outcomes compared to existing treatments.”
  • The paper relies on this without support.

    The eight participants followed up at one year are representative of all eleven participants with respect to long-term outcomes.

    “Eight out of eleven participants were contactable after one-year for the additional followup, all of whom agreed to take part.P4, P9, P13 could not be contacted at one-year follow-up, all of whom had showed reliable improvement on the PHQ-9 during acute treatment.”
  • The paper relies on this without support.

    The qualitative interviews and analysis were not biased by the first author and intervention developer conducting the qualitative analysis.

    “The interviews were conducted by the research team and the qualitative analysis was completed by the first author (BD).”
  • The paper relies on this without support.

    The ADepT treatment delivered by the three therapists was delivered with sufficient fidelity to represent ADepT.

    “Treatment was delivered by three therapists.Therapist one was the first author of this study and the intervention developer (a doctoral level clinical psychologist; BD).”
  • The paper relies on this without support.

    The two individuals who reduced or stopped medications did not have their treatment response inflated by this change (unless the medications were serving an iatrogenic function).

    “two individuals individualsreduced or stopped medications, meaning this is unlikely to have inflated treatment response (unless the medications were serving an iatrogenic function).”
  • The paper relies on this without support.

    The comparison datasets used for benchmarking are subject to the same non-specific effects as the ADepT case series.

    “as these comparison datasets are also subject to these non-specific effects.”
  • The paper relies on this without support.

    The benchmarking datasets (existing trials and routine IAPT service outcomes) are comparable to the ADepT case series in relevant characteristics (e.g., population, measures, setting).

    “Visual inspection of mean effect sizes tentatively suggests ADepT outcomes were comparable to existing trials for depression, anxiety, and NVS outcomes, but potentially superior to existing trials for wellbeing, anhedonia and PVS outcomes.”
    “ADepT outcomes also appeared superior to routine IAPT service outcomes for anxiety, depression, and functional impairment.”
7 of 7

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?

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(3, 27) = 20.32reported p < .001 · recomputed p < .001

    “F (3,27) = 20.32,p < .001”

  • ConsistentF(3, 27) = 11.82reported p < .001 · recomputed p < .001

    “F(3,27) = 11.82,p < .001”

  • ConsistentF(3, 24) = 11.71reported p < .001 · recomputed p < .001

    “F(3,24) = 11.71,p < .001”

  • ConsistentF(3, 27) = 10.61reported p < .001 · recomputed p < .001

    “F(3,27) = 10.61,p < .001”

  • ConsistentF(3, 27) = 7.97reported p = .001 · recomputed p < .001

    “F(3,27) = 7.97, p = .001”

  • ConsistentF(3, 27) = 8.68reported p < .001 · recomputed p < .001

    “F(3,27) = 8.68, p < .001”

6 of 6

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.

  • Positive affect declined rather than improved after treatment

    Major

    The PANAS positive-affect scores in Table 4 are lower at two-month follow-up than at post-treatment for most participants; their mean falls from 29.1 to 25.7. This contradicts the stated further improvement over that interval.

  • Session-count equivalent of the 60% attendance rule is wrong

    Minor

    With 15 acute sessions, 7.5 sessions is 50% of the dose, not 60%. Sixty percent would be nine sessions.

    Reported 60 · recomputed 50

  • Anhedonia did not improve reliably for most participants

    Minor

    The discussion includes anhedonia among outcomes with reliable improvement for most participants, but Table 4 reports reliable SHAPS improvement for only 40% at post-treatment.

  • Discussion understates post-treatment depression recovery

    Minor

    The recovery analysis reports eight of eleven participants below the depression cutoff after treatment, but the discussion says seven of eleven.

  • One-year anxiety clinically significant change is overstated

    Minor

    The text reports reliable and clinically significant GAD-7 improvement for 75% at one year, whereas Table 4 reports 75% reliable change but only 50% reliable and clinically significant change.

5 of 5

Cites

1 retracted

Flagged first, then by citations

2 of the 138 references couldn’t be matched to a known paper.

Cited by

Sorted by citations

Authors
Dunn, B. D., Widnall, E., Reed, N., Owens, C., Campbell, J., & Kuyken, W.
Affiliations
  • University of Exeter (GB)
  • University of Oxford (GB)
Corresponding author
Dunn, Barnaby D.
Venue
Behaviour Research and Therapy
Publisher
Elsevier BV
Published
2019-09
Volume
120
Pages
103418
ISSN
0005-7967 (ISSN-L)
OpenAlex
W2955224818
Cited by
70
References
138
Citations by year
2026: 3 · 2025: 9 · 2024: 13 · 2023: 16 · 2022: 8 · 2021: 12 · 2020: 7 · 2019: 2
FWCI
8.46
Type
journal article
Language
en
Open access
Locations
  • Behaviour Research and Therapy (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • Open Research Exeter (University of Exeter) (acceptedVersion, cc-by-nc-nd)
  • Figshare (submittedVersion, cc-by-nc-nd)
  • Explore Bristol Research (submittedVersion, other-oa)
  • Bristol Research (University of Bristol) (submittedVersion, other-oa)
Funders
  • Career Development Fellowship
  • National Institute for Health Research (CDF-2014-07-10)
Topics
  • Social Sciences › Psychology › Clinical Psychology › Psychotherapy Techniques and Applications
  • Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
  • Health Sciences › Medicine › Pharmacology › Treatment of Major Depression
Keywords
depression treatment, positive valence systems, negative valence systems, time series analysis, treatment feasibility and acceptability
MeSH terms
Patient Health Questionnaire, Psychology, Positive, Adult, Aged, Depressive Disorder, Feasibility Studies, Female, Humans, Male, Middle Aged, Patient Acceptance of Health Care, Psychotherapy, Quality of Life, Cognitive Behavioral Therapy, Patient Satisfaction, Young Adult, Anhedonia

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.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-09.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-09.

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 ›

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