Moral Foundations Theory proposes that five innate modules offer an intuitive response that drives our moral judgments. Various instruments were developed to measure the five moral foundations, including the MFV and the MFQ-30 which focus on deliberative moral reasoning. This approach is limited because intuitions are more basic and affect-laden. The Moral Foundations Sacredness Scale (MFSS) was designed to elicit responses that more closely resemble these phenomena. However, studies have not converged on a factorial structure for the MFSS, and measurement invariance has never been assessed. Our study sought to evaluate these properties across four adult samples, via Exploratory Structural Equation Modeling, and the associations between the MFSS's scales and relevant constructs. We found that a two-factor solution, reflecting the individualizing and binding foundations, had a reasonable fit, and had invariance (configural, metric, and scalar) across gender, age groups, and (configural) four international samples. The scales were reliable, had construct validity with the MFQ-30, and criterion-related validity with the binding moderately predicting belief in God/spirit and religious behaviors. The convergence we found regarding the MFSS's factorial structure across groups has important implications for the dimensionality of these constructs, and - ultimately - for the development of Moral Foundations Theory.
Maternal personality plays a role in how a mother parents her children and adolescents. Current trait-based measures of personality are acceptable for use in maternal samples, but the presence or absence of given personality traits might not be enough to describe how personality relates to parenting. The Level of Personality Functioning Scale (LPFS) could serve as a solution, as it was designed to capture level of dysfunction in personality without being reliant on specific personality traits. Research, however, has yet to demonstrate the LPFS as a useful measure of personality in maternal samples, thus the goal of this study. A sample of 123 mothers reported on behavioral problems in their adolescent-aged children and their own personality using both a trait-based measure and the LPFS. Our data showed that maternal reports on the LPFS were associated with maternal perceptions of adolescent behavioral problems, in addition to being an acceptable measure of personality in our maternal sample. We also provide support for incremental validity of the LPFS in our sample, as the LPFS uniquely predicted maternal perceptions of adolescent behavioral problems even after controlling for maternal personality traits. Our results are discussed in light of the limitations of the extant work on maternal personality and add to the literature by demonstrating that the LPFS is an acceptable and ubiquitous measure of personality in maternal samples.
We demonstrate how to use structural equation models to represent generalizability theory-based univariate, multivariate, and bifactor model designs. Analyses encompassed multi-occasion data obtained from the recently expanded form of the Big Five Inventory (BFI-2) that measures the broad personality domain constructs Agreeableness, Conscientiousness, Extraversion, Negative Emotionality, and Open-Mindedness along with three nested subdomain facets within each global domain. Results overall highlighted the importance of taking both item and occasion effects into account but underscored additional benefits of the multivariate and bifactor designs in providing more appropriate indices of generalizability for composite scores and effective ways to gauge subscale added value. Bifactor models further extended partitioning of universe score variance to separate general and group factor effects at both composite and subscale levels, expanded score consistency indices to distinguish or combine such effects, and allowed for further evaluation of score dimensionality and subscale viability. We provide guidelines, formulas, and code in R for analyzing all illustrated designs within the article and extended online Supplemental Material.
In the current study we replicated and extended the validation of the Multidimensional Workaholism Scale through: 1) the examination of the relationship between the MWS and the Bergen Work Addiction Scale; 2) the test of measurement invariance of the U.S. and the Italian versions; and 3) the analysis of predictive validity of the MWS through a series of cross-lagged panel models on a two-wave Italian sample (N = 304), including work-family conflict and emotional exhaustion. Configural, metric and partial scalar invariance was achieved on a sample of 591 Italian and 313 U.S. workers. Results supported convergent, discriminant, and predictive validity of the Italian version. Evidence of the predictive role of workaholism was found in relation to work-family conflict and emotional exhaustion. Finally, the different dimensions demonstrated some incremental validity in the prediction of specific outcomes over and above other dimensions of the MWS. In sum, we provided additional evidence of the validity of the MWS, which represents a tool for researchers and practitioners, validating its use in Italy to better understand the workaholism phenomenon.
Response styles present a threat to the validity of data from Likert scales. This study evaluates a brief personality test administered by interviewers to a diverse Chinese sample, focusing on two factors with direct impacts on response styles, the midpoint designs and the inclusion of reversely-worded items. We randomly assign respondents into three midpoint designs: masked midpoint, explicit midpoint and removed midpoint. Cronbach's alpha tends to be low and is not drastically affected by midpoint designs. Score reliability estimates from the removed and explicit midpoint designs are above or close to .60 along the whole score range for openness, but not the other subscales. The masked midpoint design presents some advantages in criterion relationship validity evidence based on correlations with demographic, behavioral, subjective and cognitive variables. Dropping reversely-worded items increases the estimates of Cronbach's alpha, but shows no positive effects on the criterion relationship validity. In conclusion, for interviewer-administered brief personality scales applied to Chinese respondents, masked midpoint design that aims to reduce a possible overuse of midpoint presents some advantages in the overall psychometric properties, but the inclusion of reversely-worded items shows mixed effects.
Personality functioning (PF) is a central construct in many theories of personality pathology. Based on psychodynamic theories, two screening questionnaires to assess PF are widely used: The Inventory of Personality Organization-16 item version and the Operationalized Psychodynamic Diagnosis-Structure Questionnaire Short Form. This study aimed to explore the similarities and differences of the two questionnaires in a large clinical sample of N = 1636 psychotherapeutic inpatients. Correlation analyses were conducted to examine the associations between the global scores and between the subscales. The study further used Exploratory Graph Analysis (EGA) to explore the dimensionality of the items. The stability of estimates was evaluated using a bootstrap version of EGA (bootEGA). The results indicated that the two questionnaires are highly correlated, yet not multicollinear, and moderate to large correlations were found between their subscales. EGA revealed six dimensions that fairly represented the original subscales. BootEGA showed that the dimensions and items were stable, except for one item that did not load sufficiently on any dimension. The findings suggest that although the questionnaires are highly correlated, their subscales tap into distinct domains of PF. We discuss implications stemming from these findings for clinical and scientific practice.
The construct of belonging has played a central role in psychological theories for many years, prompting research that benefits many people. However, there is little consensus for how to measure sense of belonging. We developed an 8-item measure of belonging that is easily adapted to specific contexts. The items capture a sense of being valued, accepted, included/connected, and fitting into a social environment. Study 1 examined candidate items and facilitated item selection. Study 2 demonstrated internal consistency and convergent validity of the scale. Loneliness and belonging were inversely correlated but each made independent contributions predicting general measures of well-being. Together, they fully mediated the effect of positive social contact on three of the four well-being measures. Study 3 experimentally demonstrated the differential sensitivity of specific (belonging at your university) and global (belonging in general) forms of the scale. Participants who wrote about an experience of inclusion relevant to a specific context reported more belonging than participants who wrote about an exclusion experience, but only on the specific, and not global, scale. The measure of belonging reported here is validated in adult samples; it is a flexible tool for research on the sense of belonging, its antecedents, and consequences.
Researchers have long sought to mitigate the detrimental effects of socially desirable responding on personality assessments in high-stakes contexts. This study investigated the effect of reducing the social desirability of personality items on response distortion and criterion validity in a job applicant context. Using a 2 × 2 repeated measures design, participants (n = 584) completed standard (International Personality Item Pool) and less evaluative (Less Evaluative Five Factor Inventory) measures of Big Five personality in a low-stakes context and then several weeks later in a simulated job applicant context. Self-report criteria with objective answers, including university grades, were also obtained. In general, the less evaluative measure showed less response distortion than the standard measure on some metrics, but not on others. Declines in criterion validity in the applicant context were smaller for the less evaluative measure. In the applicant context, however, validities were similar across the two measures. Correlations across contexts for corresponding traits (e.g., low-stakes extraversion with high-stakes extraversion) were also similar for both measures. In summary, reducing socially desirable item content might slightly reduce the substantive content required to predict criteria in low-stakes contexts, but this effect appears to be partly offset by reduced response distortion for less evaluative measures in applicant contexts.