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The purpose of this paper is to investigate an efficient means of estimating the ability of students solving problems in the computer-based learning environment.

Item response theory (IRT) and TrueSkill were applied to simulated and real problem solving data to estimate the ability of students solving homework problems in the massive open online course (MOOC). Based on the estimated ability, data mining models predicting whether students can correctly solve homework and quiz problems in the MOOC were developed. The predictive power of IRT- and TrueSkill-based data mining models was compared in terms of Area Under the receiver operating characteristic Curve.

The correlation between students’ ability estimated from IRT and TrueSkill was strong. In addition, IRT- and TrueSkill-based data mining models showed a comparable predictive power when the data included a large number of students. While IRT failed to estimate students’ ability and could not predict their problem solving performance when the data included a small number of students, TrueSkill did not experience such problems.

Estimating students’ ability is critical to determine the most appropriate time for providing instructional scaffolding in the computer-based learning environment. The findings of this study suggest that TrueSkill can be an efficient means for estimating the ability of students solving problems in the computer-based learning environment regardless of the number of students.

The purpose of this paper is to explore the role that the emotional expressions (i.e. emotional masking and emotional sharing) of students play in fostering positive implicit abilities, as indicated by learning, interpersonal skills and the ability to acquire a supervisor’s support. By introducing a new theory of creative expressiveness, the authors have further examined whether college students’ creative thinking is significantly associated with their emotional expression.

This paper establishes a conceptual framework to map the relationships between students’ emotional expressions, their implicit abilities and their creative abilities. Scale measures of these constructs were built, and a total of 400 questionnaires were distributed at universities in Hefei and Nanjing. Finally, ordinary least squares estimations were conducted to provide quantitative estimations.

The empirical results show that emotional sharing is significantly positive for college students’ implicit and creative abilities, while emotional masking is negatively related to students’ implicit abilities and creativity. Moreover, the effects of emotional sharing by college students on their creative abilities are partially mediated by students’ implicit abilities.

It is necessary to emphasize emotional sharing in education and to create a friendly atmosphere for students, in which they can feel comfortable expressing themselves in class. Likewise, students should learn to improve their expressive abilities, particularly how to express and share their inner feelings and emotions, since this will contribute to their creative thinking.

It is increasingly being recognized in organizational science that emotions and the way they are experienced and expressed by employees in work environments have fundamental impacts on work-related outcomes. However, limited attention has been given to the impacts of emotional expression on students’ learning performances and creativity abilities, especially in the Chinese context where students are more reluctant to express their emotions and ideas. Thus, by introducing a new theory of creative expressiveness to examine the benefits of emotional expression for students’ implicit abilities and creative thinking, the authors have sought to extend prior research on the cultivation of college students’ creative abilities.

The purpose of this paper is to provide an insight into the relationship between students’ spatial ability and their university entrance score (Australian Tertiary Admissions Rank [ATAR]). The ATAR provides entry into university studies but does not necessary provide a good measure of students’ spatial skills. Spatial abilities are fundamental to success in many design courses. This paper aims to show whether the ATAR is a good predictor of spatial skills and considers the implications of this.

Students entering university design courses in architecture were tested three times during their first year using a three-dimensional (3D) Ability Test (3DAT), an online psychometric test of 3D spatial ability. The students’ results in 3DAT were then compared to students’ ATAR scores using a Pearson’s correlation test were also conducted to assess the relationship between ATAR and spatial performance.

There was no correlation between ATAR and spatial performance. Therefore, there was no relationship between an individual’s ATAR and their spatial performance upon entering university.

Participants were required to select their ATAR from ranges, i.e. 71-80, 81-90 and 91-100, which meant their exact ATAR was not recorded. This meant that the participants were clustered, making it difficult to establish a linear relationship that was a true reflection of the population.

Initiatives to support students entering design courses may be necessary to compensate for the range of spatial skills students possess when entering university because of their school experiences.

Individuals who have strong spatial skills are able to perform spatial problems faster and more efficiently than those with weak spatial skills. High spatial performance has been shown relate to performance in areas such as mathematics science technology and design.

This paper fulfils the need to better understand the diversity of spatial abilities students have on entering design courses.

This study aims to investigate the differences in spatial ability between students with a math learning disability and their normal peers.

To investigate these differences two groups, (60 students with a math learning disability) and (60 normal students) from fifth grade with a mean age (10.6 years) were administered with spatial ability test along with an IQ test. Students with a math learning disability were chosen using measures of the following: math learning disability questionnaire developed from learning disability evaluation scale – renormed second edition (LDES-R²) (McCarney and Arthaud, 2007) and the Quick Neurological Screening Test (Mutti et al., 2012), in addition to their marks in formal math tests in school.

Comparison between the two groups in four aspects of spatial ability resulted in obvious differences in each aspect of spatial ability (spatial relations, mental rotation, spatial visualization and spatial orientation); these differences were clear, especially in mental rotation and spatial visualization.

This paper contributes to gain more insights into the characteristics of pupils with a math learning disability, the nature of spatial abilities and its effect on a math learning disability. Moreover, the results suggest spatial ability to be an important diagnose factor to distinguish and identify students with a math learning disability, and that spatial ability is strongly relevant to math achievement. The results have significant implications for success in the science, technology, engineering and mathematics domain.

The purpose of this longitudinal study was to examine if participation in a four-year ethics curriculum strengthened college students’ confidence in their own ethical reasoning ability. A longitudinal cohort of college students was followed over four years from their freshman (n = 779) to senior year (n= 545). Students’ confidence in their own ethical reasoning abilities were assessed before and after completion of the curriculum with results indicating an increase in students’ confidence.

The true measure of the ability of Scholastic Aptitude Tests, high‐school grades, and other variables (and combinations of variables) to predict college performance would be this: a college would select its students at random, ail selected students would attend the college, and the correlations of the variables with performance at the college would be determined.

Students of mixed-ability learning together in one class is a challenge for all educators, especially in English as foreign language (EFL) contexts. Timed reading activity (TRA) is an activity that can help educators address the learning needs of students in such a context. The present study investigated the effectiveness of the TRA in enhancing EFL students' reading rate and reading comprehension as well as in making them aware of potentially wrong reading strategies that they may be using.

A classroom intervention was designed for a group of preparatory year (PY) students at a Saudi university. The study sample consisted of one intact class of 29 students. Data were collected from pre- and post-tests of students' reading rate and reading comprehension as well as progress charts. In addition, a questionnaire was used to identify the reading strategies used by the students.

The results showed that the TRA generally enhanced the reading comprehension and the reading rate of EFL mixed-ability students as well as raised their awareness of their use of wrong fast reading strategies.

The results of the study support the use of TRA as a remedial reading activity in EFL mixed-ability classes.

Although special education was built upon the foundation of the Civil Rights Act of 1964, the discrimination that many racialized students receiving special education services experience cannot be denied. Many culturally, ethnically, and linguistically diverse students receiving special education services encounter labels that perpetuate racism and ableism and lead to inequitable access to services and resources necessary for more positive postsecondary outcomes. By honoring intersectionality and dismantling the singular identity, educators can become change agents and shift the historic oppressive narrative to create a system of empowerment as these individuals transition from transitional kindergarten to age 21 special education programs (TK-21) schools into adulthood.

The established global understanding of inclusive education often positions the antithesis of inclusion as segregation, exclusion, marginalisation and its multiple variants. Drawing local articulations from Sri Lanka, this chapter positions the politics of disposability as the primary agitator of inclusive education. The purpose of this chapter is to describe the ways in which disposability is constructed within school systems by imposing deficit frames on students deemed disposable while simultaneously using the same to provide escape routes to those who are deemed worthy. As a result, these realities perpetuate the politics of disposability which incessantly pummels progress toward inclusive education, calling into question established tenets of inclusive education. This chapter draws from a study conducted in Sri Lanka using critical institutional ethnographic inquiry and participatory action research. Specifically, this chapter highlights teacher narratives as commentary on the complex ways in which sociocultural, historical conditions shape their everyday decision making in communities of practice (Lave & Wenger, 1991). Teachers and students described the ways in which students became constructed and confined to disposability based on their backgrounds and assumed deficits.

We present a peer-to-peer teaching approach designed to prepare introductory accounting students to address ethical challenges they will face in the workplace. We describe the motivation, processes, and resources used, introduce an effectiveness measure and discuss refinements so that other universities may adopt the innovation.

Upper division Beta Alpha Psi (BAP) accounting honor society members, with faculty guidance, create and deliver workshops in the 200-level introductory accounting sequence using the Giving Voice to Values (GVV) curriculum. GVV provides tools to move from recognition to action when confronted with a values conflict. The BAP members had completed the GVV exercises and casework in their upper division accounting courses. Now as peer coaches, they guide sophomore-level business students through the GVV curriculum to prepare them to act on their values when challenged.

Post-training perceptions express consistent beliefs that the introductory accounting students’ skills and abilities had improved with the training. Additionally, introductory accounting students’ descriptions of how they would address values conflicts based on what they learned in the training reflects development of personalized specific approaches.

GVV provides students with an action-based ethics toolkit to build upon as they move forward academically and professionally. The peer-to-peer innovation builds stronger mentor and mentee ties and introduces the business program’s ethical culture to sophomore-level business students.

The innovation won the 2014 Beta Alpha Psi Ethics Award sponsored by Grant Thornton and reflects the first use of a peer-to-peer approach with GVV in a university setting.