The topic of missing data has been receiving increasing attention, with calls to apply advanced methods of handling missingness to counseling psychology research. The present study sought to assess whether advanced methods of handling item-level missing data performed equivalently to simpler methods in designs similar to those counseling psychologists typically engage in. Results of an initial preliminary analysis, an analysis using real-world data, and a series of simulation studies were used in the present investigation. Results indicated that available case analysis, mean substitution, and multiple imputation had similar results across low levels of missing data, though in data with higher levels of missing data and other problems (e.g., small sample size or scales with weak internal reliability) mean substitution produced inflation of correlation coefficients among items. The present results support the use of available case analysis when dealing with low-level item-level missingness.
Men's body image problems may manifest as an unhealthy drive for muscularity and propensity to use anabolic-androgenic steroids (AAS). Aspects of objectification theory were integrated with literature on men's drive for muscularity and AAS use to identify correlates of these problems. The resultant model was tested with path analyses of data from 270 college men. First, consistent with prior research on objectification theory, results indicated that body surveillance partially mediated the link of internalization of cultural standards of attractiveness with body shame. Second, positive outcome expectation for AAS use partially mediated the link of drive for muscularity with intention to use AAS. Third, drive for muscularity partially mediated the links of internalization with outcome expectation for AAS use and intention to use AAS. Finally, outcome expectation for AAS use was an additional partial mediator of the link of internalization with intention to use AAS. Body surveillance and body shame did not have unique direct or mediated relations with drive for muscularity or AAS variables. These findings point to internalization of cultural standards of attractiveness as the nexus of overlap between the objectification theory variables and men's drive for muscularity and propensity to use AAS.
The Conformity to Masculine Norms Inventory – 46 (Parent & Moradi, 2009) is a useful tool with which to assess masculine gender role conformity. The CMNI-46 retained and built on the psychometric strengths of the original CMNI (Mahalik et al., 2003) while offering greater efficiency at approximately half of the length of the original measure. The present study offers additional examination of the reliability, validity, and factor structure of the CMNI-46 with a sample of 255 college men. In this sample, confirmatory factor analysis results suggested acceptable fit of the posited factor structure. Evidence of reliability was garnered with Cronbach's alphas in the good to excellent range across subscales. Correlations with convergent and discriminant validity indicators were supportive of the validity of subscale scores in this sample, but suggested some caution in interpreting scores on the Playboy subscale. Overall, the findings offered psychometric support for use of the CMNI-46 in research and practice pertaining to men and masculinity.
The Conformity to Masculine Norms Inventory (CMNI) has been an important tool in researching masculinity. With the original measure at 94 items (Mahalik et al., 2003), there have been several abbreviated forms developed from 11 to 55 items. However, in confirmatory factor analyses (CFA's) testing 13 common factors, bifactor, hierarchical, and unidimensional models, only 4 models demonstrated adequate fit to the data, and most of these were for the still quite long 46-item version. As a result, there was no psychometrically strong truly short form of the CMNI. In the present study, data from 1561 community and university men were used to develop a short form. First an exploratory factor analysis using a portion of the data was conducted, which resulted in a 10-subscale dimensionality, followed by CFA estimating a common factors model. The results of the CFA were used to create two candidate models for a 30-item short form of the CMNI, based on Classical test theory (CTT) and optimized CTT. The best-fitting candidate model for the CMNI-30 was CTT. Next, the fit of the 29, 46, and 94 item models were compared to the 30-item version, which had the superior fit. Then, measurement invariance between White men and men of color was assessed, choosing this comparison because hegemonic masculinity is theorized to marginalize men of color. Evidence was found for full configural and metric, and partial scalar and residuals invariance. Finally, significant relationships between CMNI-30 scores and indicators of depression and anxiety provides preliminary concurrent evidence for its validity.
Attitudes is a key help-seeking construct that influences treatment seeking behavior via intention to seek help, per the theory of planned behavior (TPB). This article presents the development and psychometric evaluation of the Mental Help Seeking Attitudes Scale (MHSAS), designed to measure respondents' overall evaluation (unfavorable vs. favorable) of their seeking help from a mental health professional. In Study 1 (N = 857 United States adults), exploratory factor analysis (EFA), confirmatory factor analysis (CFA), and item response theory (IRT) analysis were used to identify an optimal set of 9 items that demonstrated initial evidence of internal consistency, unidimensionality, and strong measurement equivalence/invariance (ME/I) across gender, past help-seeking experience, and psychological distress. Initial convergent evidence of validity was demonstrated via theoretically anticipated relationships between the MHSAS and key variables in the help-seeking nomological network (e.g., subjective norms, perceived behavioral control, intention, public stigma, self-stigma, anticipated risks and benefits, gender, previous help seeking). Initial incremental evidence of validity was demonstrated when the MHSAS demonstrated the ability to account for unique variance in help-seeking intention, beyond that accounted for by the Attitudes Toward Seeking Professional Psychological Help-Short Form scale (ATSPPH-SF) and the Psychological Openness subscale of the Inventory of Attitudes Toward Seeking Mental Health Services (IASMHS-PO). Study 2 (N = 207 United States adults at Times 1 and 2) provided initial evidence of test-retest reliability over a 3-week period. The MHSAS offers mental health professionals a new tool for measuring attitudes that may avoid limitations of current help seeking-attitudes measures (e.g., construct-irrelevant variance). (PsycINFO Database Record
Increasingly, men are seeking psychological help for body image problems, primarily focused on muscularity. Despite research examining men's muscularity-focused body image disturbance, limited work exists that integrates existing research into practical suggestions for working with men experiencing these issues. The present article aims to address this gap by providing an overview of existing research on men's muscularity-focused body image disturbances, articulating the potential assessment and treatment foci and recommendations for clinical practice in this area. The drive for muscularity and muscle dysmorphia are defined, and current conceptualizations of the etiology, manifestations, and consequences of men's muscularity-focused body image disturbance are reviewed. Research on weight training, potential health risks, and issues in the assessment of men's body image disturbance are discussed. Finally, treatment recommendations for working with clients presenting with muscularity-focused body image disturbance are put forward. Throughout the review attention is paid to gendered contexts and the psychology of men, with specific attention to potential moderation of clinical concerns by sexual orientation.
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