Academic motivation and self-regulation: A comparative analysis of undergraduate and graduate students learning online

To succeed in autonomous online learning environments, it helps to be a highly motivated, self-regulated learner. The present study explored potential differences between undergraduate (n = 87) and graduate students (n = 107) in their levels of academic motivation and self-regulation while learning online. In particular, this study provides a comparative analysis of undergraduate and graduate students' motivational beliefs (task value and self-efficacy), use of deep processing strategies (elaboration and critical thinking), and motivational engagement (procrastination and choice behaviors). As hypothesized, graduate students learning online reported higher levels of critical thinking than undergraduates. Moreover, after controlling for experiential differences, a logistic regression analysis indicated that graduate student membership was predicted by higher levels of critical thinking and lower levels of procrastination. On the other hand, undergraduate membership was predicted, somewhat paradoxically, by greater task value beliefs and greater intentions to enroll in future online courses. Implications for online instructors and suggestions for future research are discussed.     

The merits of representational pictures in educational assessment: Evidence for cognitive and motivational effects in a time-on-task analysis

Adding representational pictures (RPs) to text-based items has been shown to improve students’ test performance. Focusing on potential explanations for this multimedia effect in testing, we propose two functions of RPs in testing, namely, (1) a cognitive facilitation function and (2) a motivational function. We found empirical support for both functions in this computer-based classroom experiment with N = 410 fifth and sixth graders. All students answered 36 manipulated science items that either contained (text-picture) or did not contain (text-only) an RP that visualized the text information in the item stem. Each student worked on both item types, following a rotated within-subject design. We measured students’ (a) solution success, (b) time on task (TOT), and identified (c) rapid-guessing behavior (RGB). We used generalized and linear mixed-effects models to investigate RPs’ impact on these outcome parameters and considered students’ level of test engagement and item positions as covariates. The results indicate that (1) RPs improved all students’ performance across item positions in a comparable manner (multimedia effect in testing). (2) RPs have the potential to accelerate item processing (cognitive facilitation function). (3) The presence of RPs reduced students’ RGB rates to a meaningful extent (motivational function). Overall, our data indicate that RPs may promote more reliable test scores, supporting a more valid interpretation of students’ achievement levels.     

Situated assessment: Limitations and promise

We present some key findings of a four-year, two-phase writing assessment project at Central Michigan University: Phase One (2002), a survey of faculty members (n = 115) and subsequent focus groups (n = 14) and Phase Two (2005), an evaluation of two samples of student writing (n = 635 and 632). Major findings of Phase One reported here include the amounts and types of writing assigned by faculty members and their perceptions about the quality of their students’ writing. Phase Two revealed some surprising results about our students’ critical reading and writing abilities, confirmed the limitations of a timed-writing assessment methodology, and exposed an intriguing artifact of the data set. We reflect on the process of developing and conducting the assessment project, examine its strengths and weaknesses, and share our thoughts about the next phase of our assessment odyssey.     

Adolescents’ preparedness and motivation across the transition to post-comprehensive education

This longitudinal study aims to test the concept of transition preparedness in the context of educational transitions. The study investigates how adolescents’ transition preparedness, conceptualized as their self-efficacy beliefs and their inoculation against setbacks, before an educational transition affect the adolescents’ school value and effort related to educational goals after the transition through the effects on achievement goal orientations. Student data from three waves of a longitudinal study are used, first collected in 2004 (before the students’ transition from comprehensive school to upper secondary education) and then collected twice after the transition. The students included in the analyses are those who participated at all three measurement points (N = 588; 49.5% girls; age M_T1 = 15.01, SD = 0.13). Longitudinal structural equation modeling revealed that adolescents’ self-efficacy beliefs (Time 1) positively predicted school value and effort (Time 3) through their effect on mastery goal orientation (Time 2). Furthermore, self-efficacy moderated the relation between performance-approach goal orientation (Time 1) on school value (Time 2). Results are discussed in terms of their relevance for enhancing adolescents’ adaptive motivational development across educational transitions.     

Effects of instruction on changes in epistemological beliefs

In this study, we investigated the effects of teaching critical-thinking principles on university students’ epistemological beliefs, whether these effects had any relation to the teaching approaches, and whether there was any significant interaction effect between teaching approach and students’ epistemological beliefs. One hundred and eight undergraduates were randomly assigned to three different 65-min instructional interventions, namely, General, Infusion, and Immersion approaches. Statistical analyses of the data using a Repeated Measures ANOVA showed a statistically significant higher post-assessment performance, F (1, 105) = 19.769, p = .00. The main effect related to the intervention was also significant, F (2, 105) = 3.995, p = .021, but there was no significant interaction between intervention and epistemological beliefs. Post hoc comparisons revealed that students assigned to the Infusion strategy outperformed those assigned to the General approach on epistemological change.     

Achievement goals and academic achievement: A closer look at moderating factors

Two recently published meta-analyses (Huang, 2012, Hulleman et al., 2010) have focused on the association between achievement goals and achievement outcomes. These meta-analyses differed to some extent, e.g., regarding the identified moderators. The present meta-analysis serves to clarify those heterogeneous findings by considering more studies through 2011 and by considering more moderators. Our literature search identified 180 publications (N = 81 947). Analyses (using random effects models) revealed small but significant associations between achievement goals and achievement outcomes (r = −.12 to r = .13; all ps < .01; global performance goals: r = .01, p > .05). The results of the present moderator analyses differed from those of the previous meta-analyses. For example, in contrast to Huang (2012), we were able to find several moderators of the association between performance-approach goals and academic achievement. The results have several important implications, especially regarding the assessment of achievement goals.     

Influence of grade level on perceptual learning style preferences and language learning strategies of Taiwanese English as a foreign language learners

The purpose of this study was to investigate relationships between grade level, perceptual learning style preferences, and language learning strategies among Taiwanese English as a Foreign Language (EFL) students in grades 7 through 9. Three hundred and ninety junior high school students participated in this study. The instruments for data collection were the Perceptual Learning Style Preference Questionnaire (PLSPQ) and the Strategy Inventory for Language Learning (SILL). Results showed that statistically significant relationships were found to exist between grade level and kinesthetic learning style preference (p = .001), tactile learning style preference (p = .047), and individual learning style preference (p = .02). Results also showed that statistically significant relationships were found to exist between grade level and the use of memory strategies (p = .005), cognitive strategies (p = .02), metacognitive strategies (p = .000), affective strategies (p = .000) and social strategies (p = .000). Implications are that it is critical for classroom teachers to be more aware of the differences in their students and ensure that their courses present information that appeal to students in different grade levels.     

Measuring teachers’ perceptions about differentiated instruction: The DI-Quest instrument and model

Within a democratic and multicultural society, diversity is a reality, and differences between students are a fact which teachers have to deal with on a daily basis. Differentiated instruction aims to meet these differences in learning in order to provide all students with the best possible learning opportunities. However, to date no validated instruments exist to measure teachers’ perceptions of differentiated instruction and their related classroom practices. This study, therefore, examined the factor structure and reliability of the Differentiated Instruction Questionnaire, called the DI-Quest instrument. A list of 87 items was constructed, building on existing prevalent theoretical models of Differentiated Instruction (e.g. Tomlinson, 2014; Hall, 2002). An exploratory and confirmatory factor analysis was undertaken to investigate the factor structure of the questionnaire. As a result, five factors emerged: two factors related to the teachers’ philosophy of differentiated instruction (the teachers’ mindset and their ethical compass), two factors referred to the practical principles that teachers apply to differentiate (flexible grouping and output = input) and the last factor (differentiated instruction) covered the self-reported extent to which teachers differentiated their instruction related to three types of differences in learning (students’ interests, readiness and learning profile). As a result, the DI-Quest instrument entailed 31 items with a five-factor structure indicating a good fit (CFI = 0.919; TLI = 0.911; RMSEA = 0.041 [0.037–0.044 – 90% confidence interval, p(0.05) = 1.000]; SRMR = 0.048; χ² = 5888.338, df = 465, p = 0.000). In addition, assuming theoretical relatedness between the factors, the validation of a DI-Quest model was empirically validated. We compared the model fit for two models by investigating which model had a lower BIC and AIC value and by comparing their chi square values. The best-fitting DI-Quest model showed four factors (teachers’ mindset, ethical compass, flexible grouping and output = input as dependent variables) functioning as significant predictors of the fifth factor (the self-reported adoption of Differentiated Instruction, which served as an independent variable). Moreover, this paper also discusses the psychometric properties of the DI-Quest instrument and the implications of the model for schools, educators and researchers.     

Bad boys,good girls? Implicit and explicit attitudes toward ethnic minority students among elementary and secondary school teachers

Teachers’ attitudes toward ethnic minority students might differ by students’ gender and the type of school teachers are working in because of different motivations for teaching and different school practices. Hence, the aim of the current research was to investigate elementary (n = 82) and secondary school (n = 82) teachers’ implicit and explicit attitudes toward male and female ethnic minority students. Teachers worked on either a male or a female Implicit Association Test and filled out a gender-specific questionnaire for measuring explicit attitudes. The results showed that elementary and secondary school teachers had negative implicit attitudes toward ethnic minority students, independent of students’ gender. Whereas secondary school teachers were implicitly more positive toward boys, elementary school teachers were implicitly more positive toward girls. Elementary school teachers were more enthusiastic about teaching ethnic minority boys than girls. The findings provide the first insights into differences in attitudes between elementary and secondary school teachers.     

Interest development: Arousing situational interest affects the growth trajectory of individual interest

Interest has become a central topic in the educational-psychology literature and Hidi and Renninger’s (2006) four-phase model of interest development is its most recent manifestation. However, this model presently enjoys only limited empirical support. To contribute to our understanding of how individual interest in a subject develops in learners, two studies were conducted with primary school science students. The first study (N = 187) tested the assumption that repeated arousal of situational interest affects the growth of individual interest. Latent growth curve modeling was applied and the results suggest that the arousal of situational interest has a positive effect on the development of individual interest and significantly influences its growth trajectory. The second study tested the assumption that engaging students with interest-provoking didactic stimuli, such as problems, is critical to triggering situational interest and increasing individual interest. To test this assumption, four classes of primary school students (N = 129) were randomly assigned to two conditions in a quasi-experimental setup. The treatment condition received four situational-interest-inducing science problems as part of a course whereas the control condition did not, all other things being equal. The results of latent growth curve modeling revealed that only the group receiving problems experienced repeated arousal of situational interest and its related growth in individual interest. Implications for, and amendments to, the four-phase model of interest development are proposed.     

Child sexual abuse research knowledge among child abuse professionals and laypersons

The purposes of this study were to: (1) Assess child abuse professionals’ and nonprofessionals’ knowledge of scientific research findings that are relevant to forensic child sexual abuse (CSA) evaluations and (2) describe associations between child abuse professionals’ levels of research knowledge and their education and experience. An 18-item multiple-choice test was administered to 188 child abuse professionals and 457 nonprofessionals (undergraduate college students) in Brazil and the United States. The nonprofessionals’ average percent correct, M = 44%, was not significantly different than what would be expected for random guessing (45%). The professionals’ average percent correct, M = 55%, was higher than that of nonprofessionals and random guessing (both ps < .001). The average percent correct score for the US-sample psychologists, M = 76%, was higher than the average score of the other professionals, M = 51%, p < .001. Professionals’ educational level, as measured by the highest academic degree obtained, was positively associated with percent correct scores, Spearman's ρ = .46, p < .001. Controlling for educational attainment, professional experience, as measured by the total number of CSA evaluations performed, was weakly associated with percent correct scores, partial r = .15, p = .04. Percent correct scores were low for both nonprofessionals and professionals. Most of the participants in this study were uninformed or misinformed about scientific research findings that are important for conducting optimal forensic CSA evaluations and for making accurate judgments about the validity of sexual abuse allegations.     

The effect of blended learning on student performance at course-level in higher education: A meta-analysis

The present paper analyzes the impact of blended learning (BL) on the academic achievement of higher education students. A meta-analysis (k = 51 effect sizes) was conducted to perform a statistical synthesis of studies contrasting student performance in BL conditions with traditional classroom instruction. We include disciplines and instructors’ end-of-course evaluation method as moderating variables. The results show that BL demonstrates a small summary effect (g⁺ = 0.385, p < 0.001) compared to traditional teaching methods A significantly higher mean effect size was found in STEM disciplines (g⁺ = 0.496) compared to that of non-STEM disciplines (g⁺ = 0.210). Nevertheless, the weighted mean effect sizes reveal no significant differences regarding of end-of-course assessment methods, namely one-moment and multiple-component assessment. The finding confirms that BL is significantly associated with greater learning performance of STEM-disciplined students than with traditional classroom practice. Accordingly, discussion concerning the findings and implications for future research are elaborated.     

Validating the English Language Learner Motivation Scale (ELLMS): Pre-college to measure language learning motivational orientations among young ELLs

This study modified and validated a measure of motivational orientations – grounded in self-determination theory and originally developed for postsecondary students – for use with younger (pre-college) English language learners (ELLs). Exploratory factor analysis results in Sample A (n = 528) indicated that the data were best explained by a three-factor solution (intrinsic motivation, introjected regulation, and external regulation) that explained 51.6% of the variance. These results were corroborated by a confirmatory factor analysis in an independent Sample B (n = 529; GFI = .97, CFI = .96, SRMR = .04, RMSEA = .05). The test for invariance across the two samples further supported the validity of the measure. The modified instrument, named English Language Learner Motivation Scale (ELLMS): Pre-College, showed strong psychometric characteristics for use with elementary (ages 9–11 years), middle (ages 12–14 years), and high school (ages 16–17) ELLs. Applications of the measure are discussed.     

Improving critical thinking: Effects of dispositions and instructions on economics students' reasoning skills

This experiment investigated the impact of critical thinking dispositions and instructions on economics students' performance on reasoning skills. Participants (N = 183) were exposed to one of four conditions: critical thinking instruction, critical thinking instruction with self-explanation prompts during subsequent practice, critical thinking instruction with activation prompts during subsequent practice, or no critical thinking instruction or prompts (control). In all conditions, practice was a within-subjects factor, some task categories present in the test were practiced on a business case, others were not. Participants in the instruction conditions significantly outperformed participants in the control condition on the immediate and delayed post-test, but only on the practiced task categories – with the exception of the self-explanations condition, which also showed a better performance than the control condition on not-practiced categories, though only on the immediate post-test. Dispositions (i.e., Actively Open-minded Thinking and Need for Cognition) predicted reasoning skills at pre-test but did not interact with instructions on post-tests performances.     

Mentoring as service-learning: The relationship between perceived peer support and outcomes for college women mentors

This study examined whether peer support was related to psychosocial outcomes for college women serving as youth mentors in the Young Women Leaders Program (YWLP), a service-learning mentoring program. The outcomes assessed were college students’ ethnocultural empathy and their sense of competence, relatedness, and autonomy. Data included questionnaires completed by YWLP mentors (YWLP; n = 227) and college women with (CS; n = 230) and without (no CS; n = 105) alternative community service involvement. Results showed that YWLP mentors’ level of perceived peer support was associated with stronger outcomes in autonomy as compared to the CS group and in ethnocultural empathy as compared to both comparison groups. These findings extend the literature on effective support for college service-learning participants.     

Social models in the cognitive appraisal of self-efficacy information

The purpose of this investigation was to test (a) whether students distinguished between self-efficacy sources according to social model and (b) how predictive the self-efficacy information students received from each social model was for their self-efficacy beliefs. For this purpose, new vicarious experience and social persuasion scales were developed that independently assess the respective source of self-efficacy information conveyed by three social models, family members, teachers, and peers. As revealed by exploratory factor analysis, confirmatory factor analysis, and multitrait-multimethod analysis, the Korean high school students in Studies 1 (N = 395) and 3 (N = 393) and the Korean college students in Study 2 (N = 220) clearly distinguished between the self-efficacy sources and the social models who delivered this information (family members, teachers, or peers). Student responses to vicarious experience fluctuated more by social model than did their responses to social persuasion. The correlations further suggest the possibility that the existing scale largely taps vicarious experience from teachers and peers rather than vicarious experience from family members. The predictive utility of vicarious experience and social persuasion for self-efficacy also varied according to the social model involved and by the academic domain. Social persuasion by teachers predicted student self-efficacy in mathematics, while vicarious experience from teachers predicted student self-efficacy in English as a foreign language, in addition to mastery experience and physiological state.     

Strategies for success in education: Time management is more important for part-time than full-time community college students

This paper examines relationships between the Big Five personality factors, time management, and grade-point-average in 556 community colleges students. A path model controlling for vocabulary, gender, and demographic covariates demonstrated that time management mediates the relationship between conscientiousness and students' academic achievement at community college. Separate modeling for part-time (n = 147) and full-time students (n = 409) showed that this mediation was moderated by enrollment status. Thus, time management was a significant mediator for part-time students but not for full-time students. The greater importance of time management for part- versus full-time students suggests that noncognitive constructs such as time management may be more critical for non-traditional students. These findings gather fresh currency as ever increasing numbers of students are enrolling part-time in post-secondary education across the globe.     

Effects of playing mathematics computer games on primary school students’ multiplicative reasoning ability

This study used a large-scale cluster randomized longitudinal experiment (N = 719; 35 schools) to investigate the effects of online mathematics mini-games on primary school students’ multiplicative reasoning ability. The experiment included four conditions: playing at school, integrated in a lesson (E_school), playing at home without attention at school (E_home), playing at home with debriefing at school (E_home-school) and, in the control group, playing at school mini-games on other mathematics topics (C). The mini-games were played in Grade 2 and Grade 3 (32 mini-games in total). Using tests at the end of each grade, effects on three aspects of multiplicative reasoning ability were measured: knowledge of multiplicative number facts, skills in multiplicative operations, and insight in multiplicative number relations and properties of multiplicative operations. Through path analyses it was found that the mini-games were most effective in the E_home-school condition, where both students’ skills and their insight were positively affected as compared to the control group (significant ds ranging from 0.22 to 0.29). In the E_school condition, an effect was only found for insight in Grade 2 (d = 0.35), while in the E_home condition no significant effects were found. Students’ gameplay behavior (time and effort put in the games) was in some cases, but not always, related to their learning outcomes.     

Process support in learning tasks for acquiring complex cognitive skills in the domain of law

Whole tasks for acquiring complex skills are often too difficult for novices. To solve this problem, process support divides the problem solving into phases, offers driving questions, and provides feedback. A multimedia program was used to teach sophomore law students (N = 82) to prepare and carry out a plea. In a randomised 2 × 2 design with the factors number of phases and availability of driving questions, students solving a task with fewer phases performed better and more efficiently than students exposed to more phases. Also, students receiving driving questions performed better, although not more efficiently than students not receiving such questions. The results indicate that whole tasks should be accompanied by process support, although task characteristics might restrict the benefits of driving questions in this support.     

Language skills,mathematical thinking,and achievement motivation in children with ADHD,disruptive behavior disorders,and normal controls

Recent models of attention deficit/hyperactivity disorder (ADHD) suggest that the association between achievement motivation and school performance may be stronger in children with ADHD than in typically developing children. Therefore, the present study investigated associations between achievement motivation and performance on language skills and mathematical thinking in children with ADHD (n = 23; M = 9.4 years, SD = 1.1 years; 78% boys) and two matched control groups, i.e., a clinical control group (children with related disruptive behavior disorders; DBD), and a non-clinical control group (NC). Results confirmed stronger associations between achievement motivation and performance on receptive language and mathematical thinking in children with ADHD than in NC. Specifically, performance of children with ADHD was equal to NC for highly motivated ADHD children. These results underscore the importance of achievement motivation as a more essential key factor in the performance of children with ADHD as compared to typically developing children.