Conventional methods for producing test norms are often plagued with “jumps” or “gaps” (i.e., discontinuities) in norm tables and low confidence for assessing extreme scores. We propose a new approach for producing continuous test norms to address these problems that also has the added advantage of not requiring assumptions about the distribution of the raw data: Norm values are established from raw data by modeling the latter ones as a function of both percentile scores and an explanatory variable (e.g., age). The proposed method appears to minimize bias arising from sampling and measurement error, while handling marked deviations from normality—such as are commonplace in clinical samples. In addition to step-by-step instructions in how to apply this method, we demonstrate its advantages over conventional discrete norming procedures using norming data from two different psychometric tests, employing either age norms ( N = 3,555) or grade norms ( N = 1,400).
Background/Objectives: BRCA mutation carriers and women at high risk of breast/ovarian cancer are faced with the intricate question to opt for prophylactic surgeries and/or a periodic screening. The aim of this study was therefore to identify objective and emotional factors that have an impact on the decision-making process. Methods: Ninety-five women with BRCA mutations or women at increased breast/ovarian cancer lifetime risk were counseled at our outpatient department and either opted for prophylactic surgery or periodic screening. To identify the psychological factors that could have influenced the decision-making, a standardized questionnaire was applied. Additionally, clinical data were collected and were reviewed by a personal talk. Results: Seventy-one of the patients opted for an increased surveillance only, 21 for prophylactic surgeries. Positive predictors for prophylactic surgeries were sociodemographic characteristics such as parity and objective variables such as verified mutation status. Hierarchical regression analysis revealed that the need for safety in health issues has been the only significant psychological predictor of surgery beyond the objective factors. Fear of surgical procedures, menopausal symptoms after surgery, loss of attractiveness, or fear of interferences with sexual life did not significantly affect decision-making. Conclusion: Decision-making towards prophylactic surgeries is influenced by objective but also emotional factors. Knowing that fear and anxiety also have an important impact on decision-making, distinct counselling about the procedures, the subsequent risk reduction as well as the psychological effects of prophylactic surgeries are essential.
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