Prediction of subjective states from psychophysiology: A multivariate approach

Biological Psychology

Volumn 71, Issue 1, 2006, Pages 100-110

  Fairclough, Stephen H ^a   Venables, Louise ^a  

^a LIVERPOOL JOHN MOORES UNIVERSITY   (United Kingdom)

Author keywords

ECG; EEG; Mood; Respiration; Subjective states

Indexed keywords

ADULT; ARTICLE; BREATHING RATE; CORRELATION ANALYSIS; CYBERNETICS; DISTRESS SYNDROME; ELECTROCARDIOGRAPHY; ELECTROENCEPHALOGRAPHY; ELECTROOCULOGRAM; EMOTION; FEMALE; HUMAN; HUMAN EXPERIMENT; MALE; MEASUREMENT; NORMAL HUMAN; PREDICTION; PRIORITY JOURNAL; PSYCHOPHYSIOLOGY; QUESTIONNAIRE; REGRESSION ANALYSIS; SKIN CONDUCTANCE; STRESS; TASK PERFORMANCE; VALIDATION PROCESS;

ADOLESCENT; ADULT; AFFECT; AUTOMATION; COMPUTERS; ELECTROCARDIOGRAPHY; ELECTROENCEPHALOGRAPHY; FEMALE; HUMANS; MALE; MULTIVARIATE ANALYSIS; PSYCHOPHYSIOLOGY; RESPIRATION;

EID: 29144519384     PISSN: 03010511     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.biopsycho.2005.03.007     Document Type: Article

References (64)

1. J. Allanson, and S.H. Fairclough A research agenda for physiological computing Interacting with Computers 16 5 2004 857 878
2. G.G. Berntson, J.T. Bigger, D.L. Eckberg, P. Grossman, P.G. Kaufman, and M. Malik Heart rate variability: origins, methods, and interpretive caveats Psychophysiology 34 1997 623 648
3. G.G. Berntson, J.T. Cacioppo, and K.S. Quigley Autonomic determinism: the modes of autonomic control, the doctrine of autonomic space, and the laws of autonomic constraint Psychological Review 984 1991 459 487
4. G.G. Berntson, J.T. Cacioppo, K.S. Quigley, and V.T. Farbo Autonomic space and psychophysiological response Psychophysiology 31 1994 44 61
5. J. Blascovich, W. Berry-Mendes, S.B. Hunter, and K. Salomon Social "facilitation" as challenge and threat Journal of Personality and Social Psychology 77 1 1999 68 77
6. J. Blascovich, and J. Tomaka The biopsychosocial model of arousal regulation Advances in Experimental Social Psychology 28 1996 1 51
7. F. Boiten The effects of emotional behaviour on components of the respiratory cycle Biological Psychology 49 1998 29 51
8. W. Boucsein Electrodermal Activity 1992 Plenum Press New York
9. M.M. Bradley, B.N. Cuthbert, and P.J. Lang Picture media and emotion: effect of a sustained affective context Psychophysiology 33 1996 662 670
10. J.B. Brooking, G.F. Wilson, and C.R. Swain Psychophysiological responses to changes in workload during simulated air traffic control Biological Psychology 42 1996 361 377
11. E. Byrne, and R. Parasuraman Psychophysiology and adaptive automation Biological Psychology 42 1996 249 268
12. J.T. Cacioppo, L.K. Bush, and L.G. Tassinary Microexpressive facial actions as a function of affective stimuli: replication and extension Personality and Social Psychology Bulletin 18 1990 515 526
13. J.T. Cacioppo, D.J. Klein, G.G. Berntson, and E. Hatfield The psychophysiology of emotion M. Lewis J.M. Haviland Handbook of Emotions 1993 Guilford Press New York
14. I.C. Christie, and B.H. Friedman Autonomic specificity of discrete emotion and dimensions of affective space: a multivariate approach International Journal of Psychophysiology 51 2004 143 153
15. J.R.J. Comstock, and R.J. Arnegard The Multi-Attribute Test Battery for Human Operator Workload and Strategic Behaviour. Research No. 104174 1992 National Aeronautics and Space Administration
16. S.H. Fairclough, and L. Venables Psychophysiological candidates for biocybernetic control of adaptive automation D. de Waard K.A. Brookhuis C.M. Weikert Human Factors in Design 2004 Shaker Maastricht, The Netherlands 177 189
17. A. Fenigstein, M.F. Scheier, and A.H. Buss Public and private self-consciousness: assessment and theory Journal of Consulting and Clinical Psychology 434 1975 522 527
18. L.R. Fournier, G.F. Wilson, and C.R. Swain Electrophysiological, behavioural and subjective indexes of workload when performing multiple tasks: manipulations of task difficulty and training International Journal of Psychophysiology 31 1999 129 145
19. F.G. Freeman, P.J. Mikulka, L.J. Prinzel, and M.W. Scerbo Evaluation of an adaptive automation system using three EEG indices with a visual tracking task Biological Psychology 50 1999 61 76
20. F.G. Freeman, P.J. Mikulka, M.W. Scerbo, L.J. Prinzel, and K. Clouatre Evaluation of a psychophysiologically controlled adaptive automation system, using performance on a tracking system Applied Psychophysiology and Biofeedback 252 2000 103 115
21. G.H.E. Gendolla, and J. Krusken The joint impact of mood state and task difficulty on cardiovascular and electrodermal reactivity in active coping Psychophysiology 38 2001 548 556
22. V. Gerasimov, T. Selker, and W. Bender Sensing and effecting environment with extremity-computing devices Offspring 11 2002 1 9
23. A. Gevins, and M.E. Smith Neurophysiological measures of cognitive workload during human-computer interaction Theoretical Issues in Ergonomic Science 41-2 2003 113 121
24. A. Gevins, M.E. Smith, H. Leong, L. McEvoy, S. Whitfield, and R. Du Monitoring working memory load during computer-based tasks with EEG pattern recognition models Human Factors 401 1998 79 91
25. A. Gundel, and G.F. Wilson Topographical changes in the ongoing EEG related to the difficulty of mental tasks Brain Topography 51 1992 17 25
26. T.F. Heatherton, and J. Polivy Development of a scale for measuring state self-esteem Journal of Personality and Social Psychology 60 1991 895 910
27. G.R.J. Hockey Cognitive-energetical control mechanisms in the management of work demands and psychological health A. Baddeley L. Weiskrantz Attention: Selection, Awareness and Control 1993 Clarendon Press Oxford 328 345
28. G.R.J. Hockey Compensatory control in the regulation of human performance under stress and high workload: a cognitive-energetical framework Biological Psychology 45 1997 73 93
29. W. Klimesch EEG alpha and theta oscillations reflect cognitive and memory performance: a review and analysis. Brain Research Reviews 29 1999 169 195
30. C.W. Mathias, and M.S. Stanford Impulsiveness and arousal: heart rate under conditions of rest and challenge in healthy males Personality and Individual Differences 35 2003 355 371
31. G. Matthews, S.E. Campbell, S. Falconer, L.A. Joyner, J. Huggins, and K. Gilliland Fundamental dimensions of subjective state in performance settings: task engagement, distress and worry Emotion 24 2002 315 340
32. G. Matthews, and P.A. Desmond Personality and the multiple dimensions of task-induced fatigue: a study of simulated driving Personality and Individual Differences 25 1998 443 458
33. G. Matthews, D.M. Jones, and A.G. Chamberlain Refining the measurement of mood: The UWIST Mood Adjective Checklist British Journal of Psychology 81 1990 17 42
34. G. Matthews, L. Joyner, K. Gilliland, S. Campbell, S. Falconer, and J. Huggins Validation of a comprehensive stress state questionnaire: towards a state 'big three'? I. Mervielde I.J. Deary F. De Fruyt F. Ostendorf Personality Psychology in Europe vol. 7 1997 Tilburg University Press Tilburg
35. P.J. Milkulka, M.W. Scerbo, and F.G. Freeman Effects of a biocybernetic systems on vigilance performance Human Factors 444 2002 654 664
36. N. Moray, T. Inagaki, and M. Itoh Adaptive automation, trust and self-confidence in fault management of time-critical tasks Journal of Experimental Psychology: Applied 61 2000 44 58
37. B. Muir Trust in automation: Part 1. Theoretical issues in the study of trust and human intervention in automated systems Ergonomics 3711 1994 1905 1922
38. B. Muir, and N. Moray Trust in automation. Part II. Experimental studies of trust and human intervention in a process control simulation Ergonomics 393 1996 429 460
39. G. Mulder The concept and measurement of mental effort G.R.J. Hockey A.W.K. Gaillard M.G.H. Coles Energetical Issues in Research on Human Information Processing 1986 Martinus Nijhoff Dordrecht, The Netherlands 175 198
40. L.J.M. Mulder, A.M. van Roon, and D.A. Schweizer Carspan: Cardiovascular Experiments Analysis Environment 1995 iec ProGamma Groningen, The Netherlands
41. R.D. O'Donnell, and F.T. Eggemeier Workload assessment methodology K. Boff L. Kaufman J. Thomas Handbook of Human Perception and Performance vol. 2 1986 Wiley New York 42.41 42.49
42. R.W. Picard Affective Computing 1997 MIT Press Cambridge, MA
43. A.T. Pope, E.H. Bogart, and D.S. Bartolome Biocybernetic system evaluates indices of operator engagement in automated task Biological Psychology 40 1995 187 195
44. A.T. Pope, and O.S. Palsson Helping video games "rewire our minds" Paper Presented at the Playing by the Rules: The Cultural Challenges of Video Games Chicago, 26-27 October 2001
45. S.W. Porges Vagal tone: a physiologic marker of stress vulnerability Pediatrics 90 1992 498 504
46. S.W. Porges Cardiac vagal tone: a physiological index of stress Neuroscience and Biobehavioural Reviews 192 1995 225 233
47. Prinzel, L.J., 2002. Research on Hazardous States of Awareness and Physiological Factors in Aerospace Operations. Report No. NASA/TM-2002-211444. NASA, Hampton, VA.
48. L.J. Prinzel, F.G. Freeman, M.W. Scerbo, P.J. Mikulka, and A.T. Pope A closed-loop system for examining psychophysiological measures for adaptive task allocation The International Journal of Aviation Psychology 104 2000 393 410
49. L.J. Prinzel, J.M. Hitt, M.W. Scerbo, and F.G Freeman Feedback contingencies and bio-cybernetic regulation of operator workload Paper Presented at the Human Factors and Ergonomics Society 39th Annual Meeting 1995
50. Prinzel, L.J., Parasuraman, R., Freeman, F.G., Scerbo, M.W., Mikulka, P.J., Pope, A.T., 2003. Three Experiments Examining the Use of Electroencephalogram, Event-Related Potentials, and Heart-Rate Variability for Real-Time Human-Centred Adaptive Automation Design. Report No. NASA/TP-2003-212442. NASA.
51. I.G. Sarason, B.R. Sarason, D.E. Keefe, B.E. Hayes, and E.N. Shearin Cognitive interference: situational determinants and traitlike characteristics Journal of Personality and Social Psychology 57 1986 691 706
52. M.W. Scerbo, F.G. Freeman, and P.J. Mikulka A brain-based system for adaptive automation Theoretical Issues in Ergonomic Science 41-2 2003 200 219
53. Scerbo, M.W., Freeman, F.G., Mikulka, P.J., Parasuraman, R., Di Nocero, F., Prinzel, L.J., 2001. The Efficacy of Psychophysiological Measures for Implementing Adaptive Technology. Report No. NASA/TP-2001-211018. NASA, Hampton, VA.
54. D.A. Shapiro, L.D. Jamner, I.B. Goldstein, and R.J. Delfino Striking a chord: moods, blood pressure and heart rate in everyday life Psychophysiology 38 2001 197 204
55. G. Stemmler, M. Heldmann, C.A. Pauls, and T. Scherer Constraints for emotion specificity in fear and anger; the context counts Psychophysiology 38 2001 275 291
56. S. Suzuki, H. Kumano, and Y. Sakano Effects of effort and distress coping processes on psychophysiological and psychological stress responses International Journal of Psychophysiology 47 2003 117 128
57. J.G. Temple, J.S. Warm, W.N. Dember, K.S. Jones, C.M. LeGrange, and G. Matthews The effects of signal salience and caffeine on performance, workload and stress in an abbreviated vigilance task Human Factors 422 2002 183 194
58. R.E. Thayer Measurement of activation through self-report Psychological Reports 20 1967 663 678
59. R.E. Thayer Activation states as assessed by verbal reports and four psychophysiological variables Psychophysiology 71 1970 86 94
60. J. Tomaka, J. Blascovich, J. Kibler, and J.M. Ernst Cognitive and physiological antecedents of threat and challenge appraisal Journal of Personality and Social Psychology 731 1997 63 72
61. C. vanOyen Witvliet, and S. Vrana Psychophysiological responses as indices of affective dimensions Psychophysiology 32 1995 436 443
62. J.A. Veltman, and A.W.K. Gaillard Physiological indices of workload in a simulated flight task Biological Psychology 42 1996 323 342
63. J.A. Veltman, and A.W.K. Gaillard Physiological workload reactions to increasing levels of task difficulty Ergonomics 415 1998 656 669
64. A. Wells, and G. Matthews Modelling cognition in emotional disorder: the S-REF model Behaviour Research and Therapy 34 1996 881 888