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Cognitive Therapy01:25

Cognitive Therapy

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Cognitive therapy, pioneered by Aaron T. Beck in the 1960s, is a structured approach to addressing psychological distress by focusing on the influence of thoughts on emotions and behaviors. All cognitive therapies involve the basic assumption that human beings have control over their feelings, and that how individuals feel about something depends on how they think about it. Unlike psychoanalytic methods that delve into unconscious processes or humanistic approaches emphasizing...
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Cognitive-behavioral therapies (CBTs) are grounded in the belief that our thoughts profoundly influence our emotions and actions. Advocates of CBT emphasize three core assumptions: first, that cognitions are identifiable and measurable; second, that they are central to psychological functioning; and third, that irrational or maladaptive beliefs can be replaced with rational and adaptive ones. This transformative approach to therapy has paved the way for specific models such as Albert...
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Modeling, a key technique in therapy, uses observational learning to help clients acquire and practice new skills by watching therapists demonstrate desired behaviors. This approach, rooted in Albert Bandura's concept of vicarious learning, plays a significant role in therapeutic interventions for various psychological conditions, including social anxiety, ADHD, and depression.
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Introduction to Cognitive Psychology01:20

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Cognitive psychology is the field of psychology dedicated to examining how people think. It attempts to explain how and why we think the way we do by studying the interactions among human thinking, emotion, creativity, language, and problem-solving, as well as other cognitive processes. Cognitive psychology studies how information is processed and manipulated in remembering, thinking, and knowing.
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Cognitive therapy is a psychological approach designed to address distortions in thinking, which can lead to negative emotions and unrealistic beliefs. These cognitive distortions often influence how individuals interpret and respond to situations, exacerbating emotional distress. Below are some prevalent cognitive distortions, their characteristics, and examples of how they manifest in thought processes.
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Behavior therapy incorporates diverse techniques rooted in classical conditioning principles to address maladaptive behaviors and anxiety disorders. These methods aim to reduce avoidance behaviors, foster adaptive coping mechanisms, and alter associations between stimuli and responses, making them effective in a wide range of therapeutic contexts.
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Using Artificial Intelligence to Identify Effective Components of Computer-Assisted Cognitive Behavioural Therapy.

Jeremy J Coleman1, Jesse Owen2,3, Jesse H Wright4

  • 1Educational Psychology Department, Counseling/Counseling Psychology Program, The University of Utah, Salt Lake City, Utah, USA.

Clinical Psychology & Psychotherapy
|December 3, 2024
PubMed
Summary
This summary is machine-generated.

Artificial intelligence identified key components in clinician-supported computer-assisted cognitive-behaviour therapy (CCBT). Open-ended questions were the most effective technique for reducing anxiety symptoms in patients.

Keywords:
CBTartificial intelligencecomputer‐assistedoutcomestherapist‐support

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Area of Science:

  • Psychiatry
  • Psychology
  • Artificial Intelligence

Background:

  • Clinician-supported computer-assisted cognitive-behaviour therapy (CCBT) is effective for depression and anxiety.
  • Specific coaching interventions contributing to CCBT outcomes are not well understood.

Purpose of the Study:

  • To use artificial intelligence (AI) to identify specific components of clinician-supported CCBT.
  • To correlate these components with therapy outcomes in a primary care setting.

Main Methods:

  • Utilized data from a randomized clinical trial (n=95) comparing CCBT with treatment as usual.
  • Employed the Lyssn system with AI to code therapeutic techniques during coaching sessions.
  • Assessed outcomes using the Patient Health Questionnaire (PHQ-9), Generalized Anxiety Disorder (GAD-7), Satisfaction with Life Scale (SWLS), and Automatic Thoughts Questionnaire (ATQ) at 12 weeks, and 3- and 6-month follow-ups.

Main Results:

  • Thirteen AI-identified variables significantly correlated with reduced anxiety (GAD-7) at 12 weeks.
  • Effective interventions included guided discovery, understanding, interpersonal effectiveness, and agenda setting.
  • The proportion of open questions was the most impactful technique for improving anxiety outcomes.
  • No specific CBT interventions were significantly associated with improvements in depression (PHQ-9), life satisfaction (SWLS), or automatic thoughts (ATQ).

Conclusions:

  • Therapist use of open-ended questions is a crucial factor in improving anxiety outcomes within clinician-supported CCBT.
  • While CBT-specific techniques showed short-term benefits for anxiety, open questions demonstrated sustained impact.
  • Further research is needed to identify interventions that improve depression and life satisfaction within this therapeutic model.