Objective: This study sought to examine the factor structure, internal consistency, and measurement invariance of the Brief Resilience Scale (BRS) and the Multidimensional Scale of Perceived Social Support (MSPSS) among older sexual minority women with disabilities. Method: Participants (n = 208) consisted of sexual minority women aged 55 and…

Objective: The purpose of this study was to develop and validate the Counselor Self-Reflection Inventory (CSRI) from a Transformative Learning Theory framework for counselors, and counselors-in-training to use in clinical and training settings. Method: A sample of 351, mostly female (86.89%), white (85.19%), counselors with MS or MA (88.08%)…

We examined the replicability of the 61-item EcoWellness Inventory (EI-61; Reese et al., 2015) and the factor structure of a brief form (i.e., EI-15). The EI-15 demonstrated excellent model fit and initial convergent validity evidence. The inventory serves as a potentially useful tool for assessing ecowellness in professional counseling practice…

This study provided preliminary evidence for a new Social Media Identity Distress Scale (SMIDS) using two subsamples of emerging adults (18-25 years of age) from Amazon Turk (each n = 373). The factor analysis revealed a single-factor scale explaining 72.9% of the variance in the items and supported a 20-item version of the original 66-item…

The factor structure and psychometric properties of the Identity Style Inventory-5 were evaluated with 579 college students of color. Exploratory and confirmatory factor analyses suggested a modified four-factor model with 18 items. Configural, metric, and scalar invariance of the modified model was supported across three racial/ethnic minority…

In this study, different factor analysis models were employed to test the Self-Compassion Scale (SCS) in 11 distinct populations (n = 15,266) in different countries. The results strongly suggest that the most appropriate use of the SCS is to measure levels of Self-Compassionate responding (positive items) and Self-Uncompassionate responding…

This study describes the development and initial testing of the Multidimensional Cultural Humility Scale (MCHS), a counselor-report scale to measure a counselor's cultural humility, with a sample of 861 participants. Exploratory factor analysis, confirmatory factor analysis, and internal reliability coefficients revealed evidence for the…

We evaluated the Portuguese version of the Anxiety Sensitivity Index 3 (ASI--3--PT). Results of a confirmatory factor analysis (N = 603; 65.3% women, M age = 28.55, SD = 10.42) confirmed multidimensionality of the construct and the receiver operating characteristic confirmed the discriminant capacity of the measure between clinical and nonclinical…

Construct validation evidence for the Intercultural Development Inventory (IDI) offers support for the use of the IDI to assess individuals' ability to observe differences and similarities, and adapt behavior to cultural context. This review offers researchers and practitioners the information needed to make an informed decision about using the…

This study assessed factorial invariance of scores from the Counseling Center Assessment of Psychological Symptoms - 34 (CCAPS-34) across military (n = 2,836) and nonmilitary (n = 2,836) students accessing counseling services between 2014 and 2016. Based on factorial invariance tests, findings suggest the CCAPS-34 measures the same constructs…

To facilitate rigorous research on community programs to promote positive intergroup relations among youth, 2 studies were conducted to establish the psychometric properties of the Youth Diversity Acceptance Scale (YoDA). In Study 1, a unifactorial structure was identified for the YoDA using data provided by 126 high school youth involved in a…

Exploratory factor analysis (EFA) is a data reduction technique used to condense data into smaller sets of summary variables by identifying underlying factors potentially accounting for patterns of collinearity among said variables. Using an illustrative example, the 5 general steps of EFA are described with best practices for decision making…

This study used confirmatory factor analysis (CFA) to validate the 21-item Spiritual Competency Scale (SCS-R-II) with data from 176 participants. Moreover, this study examined correlations between the SCS-R-II and the Multicultural Counseling Knowledge and Awareness Scale, and the descriptive characteristics of participants' scores on the SCS-R-II.

The authors present the development of the Helping Professional Wellness Discrepancy Scale (HPWDS). The purpose of this article is threefold: (a) present a rationale for the HPWDS; (b) review statistical analyses procedures used to develop the HPWDS; and (c) offer implications for counselors, other helping professionals, and future research.

Supervisors evaluated counselors-in-training at multiple points during their practicum experience using the Counseling Competencies Scale (CCS; N = 1,070). The CCS evaluations were randomly split to conduct exploratory factor analysis and confirmatory factor analysis, resulting in a 2-factor model (61.5% of the variance explained).