Factor analyses of the shortened forms of Belts' 1909 Questionnaire Upon Mental Imagery (QMI) developed by Sheehan (1967) revealed a general factor before rotation, specific factors after orthogonal and oblique rotations and a general factor after a second-order analysis of oblique factor pattern inter-correlations. The nature of these factors was discussed and it was suggested that the large general factor may represent demand characteristics while a smaller, bi-polar second factor represents relationships between imagery modalities.
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White et al. (1974) studied this question.
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