Component Analysis (Statistics)

Component analysis is the analysis of two or more independent variables which comprise a treatment modality.^[1]^[2]^[3] It is also known as a dismantling study.^[4]

The chief purpose of the component analysis is to identify the component which is efficacious in changing behavior, if a singular component exists.^[2]

Eliminating ineffective or less effective components may help with improving social validity, reducing aversive elements, improving generalization and maintenance, as well as administrative efficacy.

It is also a required skill for the BCBA.^[5]

References

↑ For definition, see Ward-Horner, John; Sturmey, Peter (2010). "Component Analyses Using Single-Subject Experimental Designs: A Review". J Appl Behav Anal 43 (4): 685–704. doi:10.1901/jaba.2010.43-685. PMID 21541152.
↑ ^2.0 ^2.1 Baer, Donald M.; Wolf, Montrose M.; Risley, Todd R. (1968). "Some Current Dimensions of Applied Behavior Analysis". J Appl Behav Anal 1 (1): 91–97. doi:10.1901/jaba.1968.1-91. PMID 16795165.
↑ Cooper, J. O.; Heron; Heward (2007). Applied Behavior Analysis (2nd ed.). Upper Saddle River, NJ: Pearson/Merrill Prentice Hall. ISBN 978-0-13-142113-4.
↑ "Evidence-Based Behavioral-Practice". http://www.ebbp.org/course_outlines/rcts.pdf.
↑ Behavior Analyst Task List," 2005

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[1] For definition, see Ward-Horner, John; Sturmey, Peter (2010). "Component Analyses Using Single-Subject Experimental Designs: A Review". J Appl Behav Anal 43 (4): 685–704. doi:10.1901/jaba.2010.43-685. PMID 21541152.

[Baer_et_al-2] 2.0 ^2.1 Baer, Donald M.; Wolf, Montrose M.; Risley, Todd R. (1968). "Some Current Dimensions of Applied Behavior Analysis". J Appl Behav Anal 1 (1): 91–97. doi:10.1901/jaba.1968.1-91. PMID 16795165.

[3] Cooper, J. O.; Heron; Heward (2007). Applied Behavior Analysis (2nd ed.). Upper Saddle River, NJ: Pearson/Merrill Prentice Hall. ISBN 978-0-13-142113-4.

[4] "Evidence-Based Behavioral-Practice". http://www.ebbp.org/course_outlines/rcts.pdf.

[5] Behavior Analyst Task List," 2005