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Record W4287444277

Internet-Delivered Cognitive Behavioural Therapy for Post-traumatic Stress Disorder or Acute Stress Disorder: A Health Technology Assessment.

2021· article· en· W4287444277 on OpenAlexaboutno aff

Bibliographic record

VenuePubMed · 2021
Typearticle
Languageen
FieldPsychology
TopicDigital Mental Health Interventions
Canadian institutionsnot available
Fundersnot available
KeywordsTraumatic stressEconomic evaluationSystematic reviewMental healthPsychiatryRandomized controlled trialClinical psychologyAcute Stress DisorderPsychologyCognitionMedicineGrading (engineering)MEDLINEAnxiety
DOInot available

Abstract

fetched live from OpenAlex

BACKGROUND: Post-traumatic stress disorder (PTSD) and acute stress disorder (ASD) are mental health conditions that may emerge following a frightening or traumatic event in a person's life. We conducted a health technology assessment of internet-delivered cognitive behavioural therapy (iCBT) for adults with PTSD or ASD, which included an evaluation of effectiveness, safety, cost-effectiveness, the budget impact of publicly funding iCBT for PTSD or ADS, and patient preferences and values. METHODS: We performed a systematic literature search of the clinical evidence. We assessed the risk of bias of systematic reviews using ROBIS and of randomized controlled trials (RCTs) using the Cochrane Risk of Bias Tool, and the quality of the body of evidence according to the Grading of Recommendations Assessment, Development, and Evaluation (GRADE) Working Group criteria.We performed a systematic economic literature search to summarize the economic evidence on the cost-effectiveness of iCBT for adults with PTSD or ASD. We did not conduct a primary economic evaluation on iCBT for adults with PTSD, as an existing cost-utility analysis is directly applicable to this research question. We did not conduct a primary economic evaluation on iCBT for adults with ASD, as there is limited clinical evidence on this topic and because evidence on iCBT for PTSD may be generalizable to iCBT for ASD at risk of progressing to PTSD. We analyzed the budget impact of publicly funding iCBT for adults with PTSD or ASD in Ontario over the next 5 years.To contextualize the potential value of iCBT for PTSD, we reviewed relevant literature on patients' preferences and values and spoke with people who have lived experience with PTSD to explore their values, needs, and priorities. RESULTS: We identified no studies on the use of iCBT for prevention of PTSD or studies on the use of iCBT to treat ASD, nor studies that directly compared iCBT with face-to-face CBT for the treatment of PTSD. We included one systematic review of the use of iCBT to treat PTSD (10 RCTs, N = 720). Overall, iCBT is more effective than wait-list (waiting for iCBT) or usual care alone for reducing the severity of PTSD symptoms (standardized mean difference [SMD] = -0.60 [95% CI -0.97 to -0.24]; N = 560, 8 RCTs) (GRADE: Very low). Internet-delivered CBT is not more effective than non-CBT internet-delivered interventions for reducing the severity of PTSD symptoms (SMD = -0.08 [-0.52 to 0.35]; N = 82, 2 RCTs) (GRADE: Very low).We identified one economic evaluation on the cost-effectiveness of iCBT for adults with PTSD. For adults with PTSD, iCBT was found to be dominant (i.e., less costly and more effective) compared with usual care. The model used a Canadian public health care payer perspective, and there were no major limitations to the model structure, time horizon, or source of model inputs. The annual budget impact of publicly funding iCBT in Ontario over the next 5 years ranges from an additional $2.43 million in year 1 to $2.37 million in year 5, for a total additional cost of $16.53 million over the next 5 years. If treatment costs alone are considered, the annual budget impact ranges from an additional $3.37 million in year 1 to $17.84 million in year 5, for a total additional cost of $52.61 million over the next 5 years.Our review of the quantitative literature on patient preferences found that adults with PTSD may experience iCBT as a generally acceptable form of treatment, but there is uncertainty in the evidence due to incomplete follow-up in studies and variability in the nature and extent of the therapist-patient relationship. The 10 people we spoke with had all been diagnosed with PTSD. They reported on its negative impact on their quality of life, including difficulty in managing everyday activities, relationships, and employment. Participants viewed iCBT as beneficial to managing their PTSD symptoms but stressed the importance of combining it with face-to-face CBT. However, wait times for PTSD services are long, and out-of-pocket expenses could be a barrier for people without private insurance. CONCLUSIONS: Internet-delivered CBT may reduce the severity of PTSD symptoms compared with wait-list or usual care, but the evidence is very uncertain, and iCBT may have little to no effect on improving PTSD symptoms compared with non-CBT interventions delivered online, but here as well the evidence is very uncertain.For adults with PTSD, iCBT may be cost-effective compared with usual care. We estimate that publicly funding iCBT in Ontario would result in additional costs of between $2.37 million and $2.43 million per year over the next 5 years.People with PTSD seem to generally find iCBT as an acceptable treatment option. People with PTSD with whom we spoke viewed iCBT to be effective and recommended it be combined with in-person psychotherapy.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.026
metaresearch head score (Gemma)0.085
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.026
Threshold uncertainty score0.140

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0260.085
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0050.011
Bibliometrics0.0140.012
Science and technology studies0.0010.001
Scholarly communication0.0040.003
Open science0.0010.003
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0050.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.072
GPT teacher head0.399
Teacher spread0.327 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSystematic review
Domainnot available
GenreReview

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations7
Published2021
Admission routes1
Has abstractyes

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