Development and validation of an unsupervised scoring system (Autonomate) for skin conductance response analysis

International Journal of Psychophysiology

Volumn 91, Issue 3, 2014, Pages 186-193

  Green, Steven R ^a   Kragel, Philip A ^b   Fecteau, Matthew E ^b   LaBar, Kevin S ^b  

^a INDIANA UNIVERSITY   (United States)

^b DUKE UNIVERSITY   (United States)

Author keywords

Autonomic nervous system; Computer assisted scoring; Electrodermal activity; Psychophysiology; Skin conductance response; Sympathetic arousal

Indexed keywords

AUTONOMIC NERVOUS SYSTEM; COMPUTER-ASSISTED SCORING; ELECTRODERMAL ACTIVITY; PSYCHOPHYSIOLOGY; SKIN CONDUCTANCE RESPONSE; SYMPATHETIC AROUSAL;

AROUSAL; DATABASES, FACTUAL; GALVANIC SKIN RESPONSE; HUMANS; REPRODUCIBILITY OF RESULTS; SIGNAL PROCESSING, COMPUTER-ASSISTED; SOFTWARE;

EID: 84894489959     PISSN: 01678760     EISSN: 18727697     Source Type: Journal    
DOI: 10.1016/j.ijpsycho.2013.10.015     Document Type: Article

References (25)

1. Alexander D.M., Trengove C., Johnston P., Cooper T., August J.P., Gordon E. Separating individual skin conductance responses in a short interstimulus-interval paradigm. J. Neurosci. Methods 2005, 146:116-123.
2. Bach D.R., Flandin G., Friston K.J., Dolan R.J. Time-series analysis for rapid event-related skin conductance responses. J. Neurosci. Methods 2009, 184:224-234.
3. Bach D.R., Daunizeau J., Friston K.J., Dolan R.J. Dynamic causal modelling of anticipatory skin conductance responses. Biol. Psychol. 2010, 85:163-170.
4. Barry R.J. Scoring criteria for response latency and habituation in electrodermal research: a study in the context of the orienting response. Psychophysiology 1990, 27:94-100.
5. Barry R.J., Feldmann S., Gordon E., Cocker K.I., Rennie C. Elicitation and habituation of the electrodermal orienting response in a short interstimulus interval paradigm. Int. J. Psychophysiol. 1993, 15:247-253.
6. Benedek M., Kaernbach C. A continuous measure of phasic electrodermal activity. J. Neurosci. Methods 2010, 190:80-91.
7. Benedek M., Kaernbach C. Decomposition of skin conductance data by means of nonnegative deconvolution. Psychophysiology 2010, 47:647-658.
8. Bland J.M., Altman D.G. Statistical methods for assessing agreement between two methods of clinical measurement. Lancet 1986, 1:307-310.
9. Boucsein W. Electrodermal Activity 1992, Plenum Press, New York.
10. Dunsmoor J.E., Mitroff S.R., LaBar K.S. Generalization of conditioned fear along a dimension of increasing fear intensity. Learn. Mem. 2009, 16:460-469.
11. Edelberg R. Electrodermal recovery rate, goal-orientation, and aversion. Psychophysiology 1972, 9:512-520.
12. Gougeon D.J. The desk reference of statistical quality methods. Choice: Current Reviews for Academic Libraries 2008, 45:283-285.
13. Huff N.C., Hernandez J.A., Blanding N.Q., LaBar K.S. Delayed extinction attenuates conditioned fear renewal and spontaneous recovery in humans. Behav. Neurosci. 2009, 123:834-843.
14. Jefferys W.H., Berger J.O. Ockham Razor and Bayesian-Analysis. Am. Sci. 1992, 80:64-72.
15. Jeffreys H. Theory of Probability 1961, Clarendon Press, Oxford. 3d ed.
16. Kragel P.A., LaBar K.S. Multivariate pattern classification reveals autonomic and experiential representations of discrete emotions. Emotion 2013, 13:681-690.
17. Levinson D.F., Edelberg R. Scoring criteria for response latency and habituation in electrodermal research - a critique. Psychophysiology 1985, 22:417-426.
18. Lim C.L., Rennie C., Barry R.J., Bahramali H., Lazzaro I., Manor B., Gordon E. Decomposing skin conductance into tonic and phasic components. Int. J. Psychophysiol. 1997, 25:97-109.
19. Ludbrook J. Confidence in Altman-Bland plots: a critical review of the method of differences. Clin. Exp. Pharmacol. Physiol. 2010, 37:143-149.
20. McGraw K.O., Wong S.P. Forming inferences about some intraclass correlation coefficients. Psychol. Methods 1996, 1:30-46.
21. Morey R.A., Petty C.M., Xu Y., Hayes J.P., Wagner H.R., Lewis D.V., LaBar K.S., Styner M., McCarthy G. A comparison of automated segmentation and manual tracing for quantifying hippocampal and amygdala volumes. Neuroimage 2009, 45:855-866.
22. Schwarz G. Estimating dimension of a model. Ann. Stat. 1978, 6:461-464.
23. Storm H., Fremming A., Odegaard S., Martinsen O.G., Morkrid L. The development of a software program for analyzing spontaneous and externally elicited skin conductance changes in infants and adults. Clin. Neurophysiol. 2000, 111:1889-1898.
24. Thomas L.A., LaBar K.S. Fear relevancy, strategy use, and probabilistic learning of cue-outcome associations. Learn. Mem. 2008, 15:777-784.
25. Trosiener H.-J., Kayser J. Analysis and interactive control of electrodermal and cardiac activity: a computer program for IBM-PC's and compatibles. J. Psychophysiol. 1993, 171.