Model-based analysis of skin conductance responses: Towards causal models in psychophysiology.

Abstract:

:The empirical investigation of unobservable psychological processes usually rests on operational definitions. As an alternative, we propose the use of explicit causal models. This is particularly useful in psychophysiology, where formal models can be expressed mathematically, exploiting biophysical constraints, and inverted to yield estimates of unobservable processes. In psychophysiology, recent advances have been made in causal modeling for skin conductance responses, which we discuss to exemplify the development of such models. Empirical evidence suggests that these methods have a greater validity compared to operational approaches. This review concludes by considering the theoretical implications for the field of psychophysiology and benefits for practical data analysis.

journal_name

Psychophysiology

journal_title

Psychophysiology

authors

Bach DR,Friston KJ

doi

10.1111/j.1469-8986.2012.01483.x

subject

Has Abstract

pub_date

2013-01-01 00:00:00

pages

15-22

issue

1

eissn

0048-5772

issn

1540-5958

journal_volume

50

pub_type

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