The importance of individual beliefs in assessing treatment efficacy.

Journal: eLife

Volume: 12

Issue: 

Year of Publication: 2024

Affiliated Institutions:  MRC Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, United Kingdom. School of Psychology, University of Surrey, Surrey, United Kingdom. Department of Psychiatry, University of California, San Diego, San Diego, United States. Temerty Centre for Therapeutic Brain Intervention at the Centre for Addiction and Mental Health and Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Canada. Department of Experimental Psychology, University of Oxford, Oxford, United Kingdom.

Abstract summary 

In recent years, there has been debate about the effectiveness of treatments from different fields, such as neurostimulation, neurofeedback, brain training, and pharmacotherapy. This debate has been fuelled by contradictory and nuanced experimental findings. Notably, the effectiveness of a given treatment is commonly evaluated by comparing the effect of the active treatment versus the placebo on human health and/or behaviour. However, this approach neglects the individual's subjective experience of the type of treatment she or he received in establishing treatment efficacy. Here, we show that individual differences in the thought of receiving the active or placebo condition during an experiment - can explain variability in outcomes better than the actual treatment. We analysed four independent datasets (N = 387 participants), including clinical patients and healthy adults from different age groups who were exposed to different neurostimulation treatments (transcranial magnetic stimulation: Studies 1 and 2; transcranial direct current stimulation: Studies 3 and 4). Our findings show that the inclusion of can provide a better model fit either alone or in interaction with (defined as the condition to which participants are assigned in the experiment). These results demonstrate the significant contribution of subjective experience in explaining the variability of clinical, cognitive, and behavioural outcomes. We advocate for existing and future studies in clinical and non-clinical research to start accounting for participants' subjective beliefs and their interplay with objective treatment when assessing the efficacy of treatments. This approach will be crucial in providing a more accurate estimation of the treatment effect and its source, allowing the development of effective and reproducible interventions.

Authors & Co-authors:  Fassi Hochman Daskalakis Blumberger Cohen Kadosh

Study Outcome 

Source Link: Visit source

Statistics
Citations :  Bates D, Mächler M, Bolker B, Walker S. Fitting linear mixed-effects models using lme4. Journal of Statistical Software. 2015;67:i01. doi: 10.18637/jss.v067.i01.
Authors :  5
Identifiers
Doi : RP88889
SSN : 2050-084X
Study Population
Male,Female
Mesh Terms
Adult
Other Terms
NIBS;TMS;blinding;interventions;medicine;neuroscience;neurostimulation;non-invasive brain stimulation;none;subjective beliefs;tDCS;transcranial direct current stimulation;transcranial magnetic stimulation
Study Design
Study Approach
Country of Study
Publication Country
England