Drawing causal inferences from randomized controlled trials in psychotherapy research.

Psychother Res

Department of Psychology, Yale University, New Haven, CT, USA.

Published: November 2023

Objective: Randomized control trials (RCTs) have played a critical role in psychotherapy research. This article discusses RCTs in the context of the criteria for drawing causal inferences in psychotherapy and intervention research more generally. The article also highlights underused variations of RCTs and how they not only establish causal relations but also address critical questions that can improve our intervention portfolio and patient care.

Conclusion: Random assignment is discussed in terms of what it can and cannot do in relation to drawing conclusions about the effects of interventions. Finally, RCTs are examined in the context of multiple questions that can guide therapy research, improve patient care, and develop treatments that reach people in need of psychological services.

Download full-text PDF

Source
http://dx.doi.org/10.1080/10503307.2022.2130112DOI Listing

Publication Analysis

Top Keywords

drawing causal
8
causal inferences
8
inferences randomized
4
randomized controlled
4
controlled trials
4
trials psychotherapy
4
psychotherapy objective
4
objective randomized
4
randomized control
4
control trials
4

Similar Publications

Background: Recent studies have revealed a strong association between the e2 allele of the Apolipoprotein E ( gene and lipid metabolites. In addition, carriers appear to be protected from cognitive decline and Alzheimer's disease. This correlation supports the hypothesis that lipids may mediate the protective effect of on cognitive function, thereby providing potential targets for therapeutic intervention.

View Article and Find Full Text PDF

A systematic approach to statistical analysis is essential for accurate data interpretation and informed decision-making in the rapidly evolving field of radiology. This review provides a comprehensive overview of the fundamental statistical concepts for radiologists and clinicians. The first part of this series introduces foundational elements such as data types, distributions, descriptive and inferential statistics, hypothesis testing, and sampling methods.

View Article and Find Full Text PDF

Cervical cancer continues to disproportionately burden women in sub-Saharan Africa, and is the commonest gynecological cancer in Ghana. The Cervical Cancer Prevention and Training Centre (CCPTC), Battor, Ghana spearheaded the Ghana arm of the mPharma 10,000 Women Initiative (mTTWI) between September 2021 and October 2022. The aim of this study was to examine the outcomes of nationwide concurrent screening using high-risk human papillomavirus (hr-HPV) DNA testing and visual inspection methods, as well as factors associated with the screening outcomes.

View Article and Find Full Text PDF

The resurgence of mpox as a global health threat highlights the need to understand its interaction with host cell metabolism. Unlike other well-studied viruses, research on mpox is limited, particularly regarding its impact on cellular processes. In this article, we explore how mpox might manipulate metabolic pathways-such as glycolysis, lipid synthesis and mitochondrial dynamics-to enhance its replication and evade immune responses.

View Article and Find Full Text PDF

Background: The prevalence of autism spectrum disorder (ASD) has surged, with an estimated 1 in 36 eight-year-olds in the United States meeting criteria for ASD in 2020. Autistic individuals face elevated rates of co-occurring medical, psychiatric, and behavioral conditions compared to non-autistic individuals. The rising ASD-patient demand is increasingly outpacing the capacity of ASD-specialty clinics, resulting in urgent need for autism-competent providers in general practice settings.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!