Abstract:
:In this study, a computer-based feedback, decision and clinical problem-solving system for clinical practice will be described - the Trier Treatment Navigator (TTN). The paper deals with the underlying research concepts related to personalized pre-treatment recommendations for drop-out risk and optimal treatment strategy selection as well as personalized adaptive recommendations during treatment. The development sample consisted of 1234 patients treated with cognitive behavioral therapy (CBT). Modern statistical machine learning techniques were used to develop personalized recommendations. Drop-out analyses resulted in seven significant predictors explaining 12.0% of variance. The prediction of optimal treatment strategies resulted in differential prediction models substantially improving effect sizes and reliable improvement rates. The dynamic failure boundary reliably identified patients with a higher risk for no improvement or deterioration and indicated the usage of clinical problem-solving tools in risk areas. The probability to be reliably improved for patients identified as at risk for treatment failure was about half of the probability for other patients (35% vs. 62.15%; χ2df=1 = 82.77, p < .001). Results related to the computer-based feedback system are discussed with regard to the implication for clinical applications as well as clinical training and future research possibilities.
journal_name
Behav Res Therjournal_title
Behaviour research and therapyauthors
Lutz W,Rubel JA,Schwartz B,Schilling V,Deisenhofer AKdoi
10.1016/j.brat.2019.103438subject
Has Abstractpub_date
2019-09-01 00:00:00pages
103438eissn
0005-7967issn
1873-622Xpii
S0005-7967(19)30124-Xjournal_volume
120pub_type
杂志文章abstract::The present study examines psychological and physiological indices of emotional regulation in non-clinical high worriers after a mindfulness-based training programme aimed at reducing worry. Thirty-six female university students with high Penn State Worry Questionnaire scores were split into two equal intervention gro...
journal_title:Behaviour research and therapy
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abstract::The cognitive-behavioural theory of Obsessive Compulsive Disorder (OCD) proposes that a key factor influencing obsessional behaviour is the way in which the intrusive cognitions are interpreted. The present paper reports an investigation of links between clinical symptoms (of anxiety, depression and obsessionality) an...
journal_title:Behaviour research and therapy
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journal_title:Behaviour research and therapy
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journal_title:Behaviour research and therapy
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journal_title:Behaviour research and therapy
pub_type: 杂志文章,评审
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journal_title:Behaviour research and therapy
pub_type: 杂志文章
doi:10.1016/j.brat.2007.06.007
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journal_title:Behaviour research and therapy
pub_type: 临床试验,杂志文章,随机对照试验
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journal_title:Behaviour research and therapy
pub_type: 杂志文章,随机对照试验
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journal_title:Behaviour research and therapy
pub_type: 杂志文章,随机对照试验
doi:10.1016/j.brat.2012.03.007
更新日期:2012-06-01 00:00:00
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journal_title:Behaviour research and therapy
pub_type: 杂志文章,评审
doi:10.1016/0005-7967(95)00068-2
更新日期:1996-03-01 00:00:00
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journal_title:Behaviour research and therapy
pub_type: 杂志文章
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journal_title:Behaviour research and therapy
pub_type: 杂志文章,随机对照试验
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journal_title:Behaviour research and therapy
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journal_title:Behaviour research and therapy
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journal_title:Behaviour research and therapy
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journal_title:Behaviour research and therapy
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journal_title:Behaviour research and therapy
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abstract::With the advent of DSM-III-R, the diagnostic criteria for generalized anxiety disorder (GAD) shifted in emphasis from the autonomic arousal to the cognitive component of the disorder, namely worry. The Penn State Worry Questionnaire was developed to assess the trait of worry and has proven to be a reliable and valid m...
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journal_title:Behaviour research and therapy
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abstract::The cognitive theory of obsessive-compulsive disorder (OCD) is the most widely accepted account of the aetiology and maintenance of this disorder in adults. This paper investigated whether cognitive processes were evident in a sample of children with a primary diagnosis of OCD. Using an idiographic approach, as propos...
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