Literature DB >> 16817598

Identifying anxiety states using broad sampling and advanced processing of peripheral physiological information.

Jens Blechert1, Marta Lajtman, Tanja Michael, Jürgen Margraf, Frank H Wilhelm.   

Abstract

Advances in biosignal acquisition and processing have provided an effective window to the complex peripheral physiology related to human emotions. Numerous cardiovascular measures have been used for assessing the activity of the sympathetic and parasympathetic branches of the autonomic nervous system. More recently, respiratory parameters have shown promise for the assessment of anxiety. Current theoretical accounts of anxiety recommend a broad assessment of anxiety responses involving measures from the physiological, behavioral and verbal-cognitive domain. However, practical and statistical considerations put restrictions on the number of dependent variables used in studies on emotion. In a laboratory experiment we assessed a large number of psychophysiological parameters to identify their relative utility for differentiating between a neutral (quiet sitting) and an anxious state induced by threat of shock. High effect sizes were found in all psychophysiological systems with electrodermal and behavioral responses demonstrating the highest, and respiratory and cardiovascular responses yielding medium and small effect sizes. A linear combination of the six most powerful variables was highly significant in distinguishing the neutral from the anxious state and resulted in 83.3% correct classification. Results demonstrate the necessity to include measures from multiple response domains for an adequate assessment of anxiety states. Furthermore, our results point to the significance of respiratory parameters in anxiety assessment.

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Mesh:

Year:  2006        PMID: 16817598

Source DB:  PubMed          Journal:  Biomed Sci Instrum        ISSN: 0067-8856


  7 in total

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Authors:  Paul A Dennis; J Brice Weinberg; Patrick S Calhoun; Lana L Watkins; Andrew Sherwood; Michelle F Dennis; Jean C Beckham
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3.  Sustained anxiety increases amygdala-dorsomedial prefrontal coupling: a mechanism for maintaining an anxious state in healthy adults.

Authors:  Katherine E Vytal; Cassie Overstreet; Danielle R Charney; Oliver J Robinson; Christian Grillon
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4.  A study of the relationship between the level of anxiety declared by MRI patients in the STAI questionnaire and their respiratory rate acquired by a fibre-optic sensor system.

Authors:  Łukasz Dziuda; Piotr Zieliński; Paulina Baran; Mariusz Krej; Lech Kopka
Journal:  Sci Rep       Date:  2019-03-13       Impact factor: 4.379

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Authors:  Jungwoo Lee; Cheong Kim; Kun Chang Lee
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6.  Dynamic Tracking of State Anxiety via Multi-Modal Data and Machine Learning.

Authors:  Yue Ding; Jingjing Liu; Xiaochen Zhang; Zhi Yang
Journal:  Front Psychiatry       Date:  2022-03-02       Impact factor: 4.157

7.  Autonomic markers of emotional processing: skin sympathetic nerve activity in humans during exposure to emotionally charged images.

Authors:  Rachael Brown; Cheree James; Luke A Henderson; Vaughan G Macefield
Journal:  Front Physiol       Date:  2012-10-01       Impact factor: 4.566

  7 in total

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