There are four categories of problems in psychology research, with fraud being a significant concern. Fraud is often perceived as rare, accounting for a small percentage of publications; however, some believe it may be more prevalent, possibly affecting around 10% of academic papers, particularly in top journals. The extent of fraud may vary depending on the citing patterns of papers, indicating that unnoticed or uncited papers might contribute to a higher percentage. This underscores the need for vigilance in evaluating research integrity within the field.

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