Nonlinear Dynamics, Psychology, and Life Sciences, Vol. 3, Iss. 1, Jan, 1999, pp. 49-63
@1999 Society for Chaos Theory in Psychology & Life Sciences

 
Estimation of Correlation Dimension to Evaluate Cognitive Performance in Schizophrenic Patients Using a New Computer Technique

Roberto Hornero, University of Valladolid, Valladolid, Spain
Alonso Alonso, University of Valladolid, Valladolid, Spain
Natalia Jimeno, University of Valladolid, Valladolid, Spain
Agustin Jimeno, University of Valladolid, Valladolid, Spain
Miguel Lopez, University of Valladolid, Valladolid, Spain

Abstract: A new cognitive-motor, computer-administered instrument, the Random Rhythm Generation test (ARG), measured the schizophrenics' and control subjects' capacity of performing random (aleatory) rhythms. The interval frequencies between subjects' responses and chaotic dynamic attractor of the generated series, expressed in the phase space and correlation dimension, were analyzed. Results showed that schizophrenic patients (SG) generated more regular and rhythmic series than those of the control group (CG) when performing the ARG (correlation dimension in SG = 2.796 +/- 0.47, in CG = 3.842 +/- 0.51, p lt; 0.01). Therefore, the ARG may be use fill for the estimation and quantification of the cognitive-motor dysfunction in schizophrenic patients and possible definitions of treatments of cognitive and psychomotor dysfunctions. Our results also suggest that schizophrenic patients are characterized by more regular and rhythmic patterns than control subjects.

Keywords: schizophrenia, attractor, correlation dimension