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The Kolb Learning Style Inventory—Version 3.1 2005 - Whitewater ...

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and AE as the other in factor one. In factor two, RO is the dominant pole and CE and AE are the other pole. <strong>The</strong> art<br />

sample shows two different bipolar factors, with RO and CE as poles in factor one and AC and AE as poles in factor<br />

two. <strong>The</strong> percent of variance explained by the two factors is about the same in all seven analyses, with the total being<br />

between 70 and 75%—factor one 36-41% and factor two 29-35%.<br />

Table 8. Norm Group Factor Analysis of KLSI <strong>3.1</strong> Scales<br />

Sample Factor CE RO AC AE<br />

Total Norm 1<br />

2<br />

On-line<br />

Users<br />

Research<br />

University<br />

Freshmen<br />

Lib. Arts<br />

College<br />

Students<br />

Art College<br />

Undergrad<br />

Research<br />

University MBA<br />

Distance<br />

E-learning<br />

Adult UG<br />

1<br />

2<br />

1<br />

2<br />

1<br />

2<br />

1<br />

2<br />

1<br />

2<br />

1<br />

2<br />

.525<br />

.438<br />

.471<br />

.511<br />

.686<br />

.116<br />

.167<br />

-.775<br />

.780<br />

.180<br />

.665<br />

-.215<br />

.512<br />

.397<br />

.053<br />

-.998<br />

.056<br />

-.996<br />

.152<br />

-.906<br />

-.918<br />

.044<br />

-.937<br />

.021<br />

.064<br />

.952<br />

-.019<br />

-.992<br />

-.988<br />

.148<br />

-.991<br />

.120<br />

-.945<br />

.077<br />

.041<br />

.856<br />

.048<br />

-.918<br />

-.965<br />

-.030<br />

.520<br />

.475<br />

.582<br />

.433<br />

.216<br />

.760<br />

.781<br />

-.079<br />

.209<br />

.752<br />

.339<br />

-.694<br />

Overall the results of correlation and factor analysis studies show similar results. As Loo notes, “...with only four scale<br />

scores, factoring may be unnecessary because the factor pattern structure can be accurately estimated from an inspection<br />

of the correlation pattern among the four scales” (1999: 216). <strong>The</strong>se data are consistent with previous versions<br />

of the LSI (<strong>Kolb</strong> 1976b, 1985b) and give qualifi ed support for the ELT basis for the inventories. <strong>The</strong> support must<br />

be qualifi ed because the higher-than-predicted negative correlations between AC and AE, and CE and RO in the<br />

KLSI <strong>3.1</strong> normative groups is not predicted and results in the slightly increased negative correlation between AC-CE<br />

and AE-RO and the mixed-factor analysis results for all but the research university freshmen, the liberal arts college<br />

students, and the distance e-learning sample.<br />

-.931<br />

.342<br />

.613<br />

.333<br />

23

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