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Combining diverse methods in a single study raises a problem: What should be done when the findings of one method of investigation conflict with those of another? We illustrate this problem using an example in which three study phases—quantitative, qualitative, and intervention—were applied. The findings coming from the quantitative phase did not fit those coming from the qualitative phase; there were discrepancies within the qualitative phase itself, and the findings coming from single-case evaluations of the intervention using standardized scales did not fit the findings derived from self-made scales. We explain these inconsistencies by way of the complementary approach: conflicting findings should be integrated, and consistency is restored by admitting complexity in the phenomenon under investigation.