Literature DB >> 22158520

Heart Rate Variability and Respiratory Sinus Arrhythmia Assessment of Affective States by Bivariate Autoregressive Spectral Analysis.

V Magagnin1, M Mauri, P Cipresso, L Mainardi, En Brown, S Cerutti, M Villamira, R Barbieri.   

Abstract

The study of emotions elicited by human-computer interactions is a promising field that could lead to the identification of specific patterns of affective states. We present a heart rate variability (HRV) assessment of the autonomic nervous system (ANS) response and respiratory sinus arrhythmia during PC-mediated stimuli by means of standard and multivariate autoregressive spectral methods. 35 healthy volunteers were exposed to computer-mediated tasks during data collection. The stimuli were designed to elicit: relaxation (R), engagement (E) and stress (S); half of the subjects were exposed to E before S (RES) while the other to S before E (RSE). HRV measures clearly separate the ANS response among R, S and E. Less significant differences are found between E and S in RSE, suggesting that S stimuli may cause a lasting response affecting the E period. Results from the bivariate analysis indicate a disruption of the cardio-respiratory coupling during non-relax conditions.

Entities:  

Year:  2010        PMID: 22158520      PMCID: PMC3110731     

Source DB:  PubMed          Journal:  Comput Cardiol (2010)        ISSN: 2325-887X


  8 in total

1.  Psychophysiological signals associated with affective states.

Authors:  Maurizio Mauri; Valentina Magagnin; Pietro Cipresso; Luca Mainardi; Emery N Brown; Sergio Cerutti; Marco Villamira; Riccardo Barbieri
Journal:  Annu Int Conf IEEE Eng Med Biol Soc       Date:  2010

2.  Surrogate data analysis for assessing the significance of the coherence function.

Authors:  Luca Faes; Gian Domenico Pinna; Alberto Porta; Roberto Maestri; Giandomenico Nollo
Journal:  IEEE Trans Biomed Eng       Date:  2004-07       Impact factor: 4.538

3.  Automatic quantitative evaluation of emotions in E-learning applications.

Authors:  Stefano Scotti; Maurizio Mauri; Riccardo Barbieri; Bassam Jawad; Sergio Cerutti; Luca Mainardi; Emery N Brown; Marco A Villamira
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2006

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Authors:  J P Saul; R D Berger; M H Chen; R J Cohen
Journal:  Am J Physiol       Date:  1989-01

5.  Heart rate variability: standards of measurement, physiological interpretation and clinical use. Task Force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology.

Authors: 
Journal:  Circulation       Date:  1996-03-01       Impact factor: 29.690

6.  Heart rate control and mechanical cardiopulmonary coupling to assess central volume: a systems analysis.

Authors:  Riccardo Barbieri; John K Triedman; J Philip Saul
Journal:  Am J Physiol Regul Integr Comp Physiol       Date:  2002-11       Impact factor: 3.619

7.  Human sinus arrhythmia as an index of vagal cardiac outflow.

Authors:  D L Eckberg
Journal:  J Appl Physiol Respir Environ Exerc Physiol       Date:  1983-04

8.  The emotion probe. Studies of motivation and attention.

Authors:  P J Lang
Journal:  Am Psychol       Date:  1995-05
  8 in total
  5 in total

1.  Using activity-related behavioural features towards more effective automatic stress detection.

Authors:  Dimitris Giakoumis; Anastasios Drosou; Pietro Cipresso; Dimitrios Tzovaras; George Hassapis; Andrea Gaggioli; Giuseppe Riva
Journal:  PLoS One       Date:  2012-09-19       Impact factor: 3.240

2.  The pursuit of happiness measurement: a psychometric model based on psychophysiological correlates.

Authors:  Cipresso Pietro; Serino Silvia; Riva Giuseppe
Journal:  ScientificWorldJournal       Date:  2014-04-30

3.  Is virtual reality always an effective stressors for exposure treatments? Some insights from a controlled trial.

Authors:  Federica Pallavicini; Pietro Cipresso; Simona Raspelli; Alessandra Grassi; Silvia Serino; Cinzia Vigna; Stefano Triberti; Marco Villamira; Andrea Gaggioli; Giuseppe Riva
Journal:  BMC Psychiatry       Date:  2013-02-11       Impact factor: 3.630

4.  Computational Psychometrics in Communication and Implications in Decision Making.

Authors:  Pietro Cipresso; Daniela Villani; Claudia Repetto; Lucia Bosone; Anna Balgera; Maurizio Mauri; Marco Villamira; Alessandro Antonietti; Giuseppe Riva
Journal:  Comput Math Methods Med       Date:  2015-08-03       Impact factor: 2.238

5.  Modeling behavior dynamics using computational psychometrics within virtual worlds.

Authors:  Pietro Cipresso
Journal:  Front Psychol       Date:  2015-11-06
  5 in total

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