Confirmatory factor analysis of Beck Depression Inventory-II with two American Indian samples.

The Beck Depression Inventory-II (BDI-II) is used to assess depression with people from many cultures and ethnicities; however, the scale has been validated with very few populations other than the majority (Gray et al., 2016). Secondary analysis of data included two-factor confirmatory factor analyses (CFA) of the BDI-II with two independent American Indian samples, which were compared with the results in the BDI-II Manual (Beck et al., 1996). Sample 1 included 527 adult American Indians recruited from seven tribal communities, and Sample 2 included a community sample of 440 American Indian adults. The results of both CFA matched the original factor structure reported in Beck et al. (1996) supporting the construct validity of the BDI-II in Northern Plains American Indians. The internal consistency of the BDI-II was very high in Sample 1 (r = .94) but somewhat lower in Sample 2 (r = .72). Measures of convergent validity and discriminant validity were below acceptability for both Sample 1 and Sample 2. The results of this study support the construct validity of the BDI-II in Northern Plains American Indians. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

Predicting Research Productivity in STEM Faculty: The Role of Self-determined Motivation.

How are university faculty members in STEM disciplines motivated to conduct research, and how does motivation predict their success? The current study assessed how multiple types of self-determined motivation predict research productivity in a sample of 651 faculty from 10 US institutions. Using structural equation modeling, the basic psychological needs of autonomy and competence predicted autonomous motivation (enjoyment, value) that, in turn, was the strongest predictor of self-reported research productivity. Using negative binomial regression, autonomous motivation was the strongest predictor of faculty publications and citations, with a one-standard deviation increase in autonomous motivation (approximately a half response option on a 1-5 Likert scale) corresponding to an 11.63% increase in publications and a 22.57% increase in citations over a three-year period. Occupational and social-environmental background variables (e.g., research percentage on contract, career age, balance, collegiality), as well as controlled motivation (guilt, rewards), had comparatively limited predictive effects. These results are of relevance to higher education institutions aiming to support scholarly productivity in STEM faculty in identifying specific beneficial and detrimental aspects of faculty motivation that contribute to measurable gains in research activity.

Faculty Motivation for OER Textbook Adoption and Future Use.

Most postsecondary instructors in the United States require students to use textbooks in their courses; however, the cost of commercial materials has increased, and copyright policies impede sharing, editing, and customizations of materials. The current study aimed to examine faculty motivation to adopt Open Educational Resources (OER) and how OER use relates to effective teaching practices. Survey data from 469 professors, instructors, lecturers, and research scientists were analyzed using structural equation modeling, which found that autonomous motivation (engagement with OER textbooks based on enjoyment, value) was the strongest positive predictor of current and future OER textbook use. However, use of OER textbooks was not related to self-reported teaching success. The results of this study contribute to better understanding faculty perceptions of and motivation for OER textbook use, along with informing OER adoption initiatives at postsecondary institutions.

Perceived Academic Control and Academic Emotions Predict Undergraduate University Student Success: Examining Effects on Dropout Intention and Achievement.

The present study addressed concerns over the high risk of university students' academic failure. It examined how perceived academic control and academic emotions predict undergraduate students' academic success, conceptualized as both low dropout intention and high achievement (indicated by GPA). A cross-sectional survey was administered to 883 undergraduate students across all disciplines of a German STEM orientated university. The study additionally compared freshman students (N = 597) vs. second-year students (N = 286). Using structural equation modeling, for the overall sample of undergraduate students we found that perceived academic control positively predicted enjoyment and achievement, as well as negatively predicted boredom and anxiety. The prediction of dropout intention by perceived academic control was fully mediated via anxiety. When taking perceived academic control into account, we found no specific impact of enjoyment or boredom on the intention to dropout and no specific impact of all three academic emotions on achievement. The multi-group analysis showed, however, that perceived academic control, enjoyment, and boredom among second-year students had a direct relationship with dropout intention. A major contribution of the present study was demonstrating the important roles of perceived academic control and anxiety in undergraduate students' academic success. Concerning corresponding institutional support and future research, the results suggested distinguishing incoming from advanced undergraduate students.

How Accurately Can Parents Judge Their Children's Boredom in School?

The purpose of the present study was to explore what parents know about their Children's boredom in school; specifically, the frequency, intensity, and antecedents of their Children's boredom, as well as how they cope with boredom. A questionnaire was administered to 437 grade 9 students (54% female, M age = 14.82) and their parents (72% mothers, 14% fathers, 12% both parents, M age = 45.26) measuring variables related to students boredom in mathematics class. Three different measurements were used to evaluate the accuracy of parents' judgments: (1) the correlation between parents' and students' answers, (2) the mean differences between parents' and students' answers, and (3) the mean values of absolute differences of parents' and students' answers. The results suggest that parents generally have an informed knowledge about their child's boredom and related facets. This is reflected by a mean correlation of medium size ( = 0.34) and a small mean effect size of the difference between parents' and students' judgments over all items ( = 0.20). Parents are also substantially better in judging their Children's boredom compared to guessing for all variables (mean effect size of = 0.65). They had the most precise judgments for the frequency and intensity of boredom. The antecedents of boredom (e.g., characteristics of instruction) were also well estimated by parents; specifically, parents tend to have a bias in favor for their children evidenced by overestimating antecedents that cannot be influenced by the students and underestimating those that can be influenced by the students. The least concordance was found between parents' and Children's perception of boredom coping strategies (e.g., accepting boredom), implying that parents lack information about how their children intentionally cope with boredom. Implications for research on student boredom are discussed as well as practical applications involving parents in boredom prevention.

Personal goals as predictors of intended classroom goals: comparing elementary and secondary school pre-service teachers.

BACKGROUND AND AIMS: The literature documents fewer classroom mastery goal structures in secondary school compared to elementary. However, little is known about how personal achievement goals may influence classroom goal structures. This is especially true at the level of pre-service teachers. Our objective was to investigate if pre-service teachers' personal goals predicted their intended classroom goal structures. SAMPLE: Participants were 125 elementary and 175 secondary school pre-service teachers from two Western Canadian universities. METHOD: Structural equation modelling was used to examine if the structural relationships and latent means of personal and intended classroom goal structures differed for elementary and secondary school pre-service teachers. RESULTS: The results revealed that personal goals predicted the goal structures that pre-service teachers intended to establish; however, the relationships and means differed between elementary and secondary school pre-service teachers. Specifically, personal mastery-approach goals positively predicted classroom mastery goals much more strongly at the elementary than the secondary level. Furthermore, elementary pre-service teachers had significantly higher latent mean scores on personal mastery-approach goals than their secondary counterparts. CONCLUSIONS: It seems possible that the currently documented differences between classroom goal structures noted for elementary compared to secondary school may be based on the personal goals endorsed as pre-service teachers. The results are further discussed in terms of alignment with research on practising teachers' personal and classroom goals and implications for teacher education.

Testing the predictors of boredom at school: development and validation of the precursors to boredom scales.

BACKGROUND. Boredom has been found to be an important emotion for students' learning processes and achievement outcomes; however, the precursors of this emotion remain largely unexplored. AIM. In the current study, scales assessing the precursors to boredom in academic achievement settings were developed and tested. SAMPLE. Participants were 1,380 grade 5-10 students in mathematics classes. METHOD. The Precursors to Boredom Scales were tested for structural and convergent validity with multi-level confirmatory factor analyses (ML-CFA), and differences in the perception of the precursors of boredom due to gender were investigated. RESULTS. The first ML-CFA found support for the structural validity of the Precursors to Boredom Scales. In a second ML-CFA, the newly developed boredom scales showed good convergent validity with several key aspects of instructional quality. Finally, the results supported previous research that found no gender differences in academic self-concept and interest. CONCLUSION. The precursors contained in our scales are empirically separable. Implications of the current findings for research on boredom among students are discussed.