On- and off-campus student persistence and academic performance

A study of more than 9000 unit enrolments in an Australian engineering programme found that: (a) the off-campus withdrawal rate was close to twice that for on-campus students; (b) whether a student withdrew or not was highly correlated to their mode of study; (c) the rate of withdrawal was significantly different between the two student groups; (d) the grade distribution for completing students was significantly different between the two groups; (e) the mean final grade was significantly higher for off-campus students; (f) the failure rate for off-campus students was significantly lower; and (g) the overall wastage rate (withdrawn rate plus fail rate) was significantly higher for off-campus students

Comparative academic performance of engineering and technology students at Deakin University, Australia

Students completing three-year engineering technology and four-year professional engineering undergraduate courses may undertake a number of common study units. To gain an objective understanding of the academic performance characteristics of both student groups in the engineering and technology programs at Deakin University (Australia), a study was  undertaken of close to 9000 unit enrollments. It was found that: overall the BTech withdrawal rate was about 20% higher than for BE students; the rate of withdrawal was significantly different between the two student groups; the grade distribution for completing students was not significantly different between the two groups; the mean final grade was not significantly different between the two student groups; the failure rate was not significantly different between the two student groups; and the overall wastage rate (withdrawn rate plus fail rate) was significantly higher for BTech students. Other related results are also reported.

Academic performance and persistence of on- and off- campus engineering and technology students

A study of more than 9000 unit enrolments in an Australian engineering program found that: the off-campus withdrawal rate was close to twice that for on-campus students; whether a student withdrew or not was highly correlated to mode of study; the rate of withdrawal was significantly different between the two student groups; the grade distribution for completing students was significantly different between the two groups; the mean final grade was significantly higher for off-campus students; the failure rate for off-campus students was significantly lower; and the overall wastage rate (withdrawn rate plus fail rate) was significantly higher for off-campus students.

Comparative academic performance of lifelong learners in engineering and technology

The engineering-technologist degree is an important element of continuing engineering education for many members of the engineering workforce. This paper reports on the study of close to 9000 unit enrolments to gain an objective understanding of the withdrawal, persistence, and academic-performance characteristics of both engineering-technologist and professional-engineering students.

Online students : relationships between participation, demographics and academic performance

Using information technology to support teaching and learning is becoming ubiquitous in tertiary education. However, how students participate and perform when a major component of the learning experience is conducted via an online learning environment is still an open question. The objective of this study was to investigate whether any relationships existed between the participation, demographics and academic performance of students in an information technology course that was taught wholly online. Tracking data generated by the online learning environment was collected throughout the semester. Through a detailed analysis of this tracking data it was found that a relationship existed between students' participation in the online learning environment and their performance, as measured by final results in the course. Relationships also existed between gender, nationality, participation and performance. However, there was no relationship between age and performance and participation. These findings suggest that when designing online learning for a diverse population, student demographics should be taken into account to maximise the benefits of the learning experience. The results also suggest that the tracking data can be used as an early indicator of students who are likely to fail the course since lack of participation early in the semester is indicative of lower outcomes in the course. Being able to identify such students allows staff to take remedial action proactively rather than reactively in the latter part of the semester.

Modelling engineering student academic performance using academic analytics

Internationally, the recruitment, management and retention of students has become a high priority for universities. The use of information technology systems and student data by institutions to understand and improve student academic performance is often referred to as ‘academic analytics’. This paper presents an academic analytics investigation into the modelling of academic performance of engineering students enrolled in a second-year class. The modelling method used was binary logistic regression, and the target predicted variable was ‘success status’—defined as those students from the total originally enrolled group that achieved a final unit grade of pass or better. This paper shows that student data stored in institutional systems can be used to predict student academic performance with reasonable accuracy, and it provides one methodology for achieving this. Importantly, significant predictor variables are identified that offer the ability to develop targeted interventions to improve student success and retention outcomes.

Goal-efficacy framework : an examination of domestic and international accounting students' academic performance

This study considers the psychological influences on academic performance using a goal-efficacy framework. Data were gathered using a survey questionnaire (N = 375). The paper is motivated by a repeated high failure rate for a second-year core accounting unit and anecdotal evidence that international students perform poorly in comparison with domestic students. The results demonstrate the role of self-regulated learning strategy as a mediating variable for goal orientation and academic performance. While the analyses suggest no significant differences between domestic and international students with respect to the main psychological variables and academic performance, further analyses reveal that four specific factors of the main psychological variables are significantly different between domestic and international students. © 2013 AFAANZ.

Substance use to enhance academic performance among Australian university students

Use of substances to enhance academic performance among university students has prompted calls for evidence to inform education and public health policy. Little is known about this form of drug use by university students outside the US. A convenience sample of n= 1729 Australian university students across four universities responded to an exploratory on-line survey. Students were asked about their lifetime use of modafinil, prescription stimulants (e.g. methylphenidate), supplements (e.g. ginkgo biloba), illicit drugs (e.g. speed), relaxants (e.g. valium) and caffeine in relation to enhancing study performance. The results show that Australian students report using substances for study purposes at a higher lifetime rate than observed among US or German students. The main reasons for use were to improve focus and attention, and to stay awake. Use of substances to enhance study outcomes was correlated with faculty of study, attitude and use of other substances. These results point to the need to develop Australian evidence to guide policy or regulatory responses to student use of substances to enhance academic performance. © 2013 Elsevier Ltd.

Benefits of education at the intensive margin: childhood academic performance and adult outcomes among American immigrants

Using the Children of the Immigrants Longitudinal Study (CILS), we examine the associationbetween education at the intensive margin and twenty pecuniary and non-pecuniary adultoutcomes among first- and second-generation American immigrant youth. Education at theintensive margin is measured by two widely used standardized math and reading test scores,national percentile rankings on these tests and cumulative grade point average (GPA) in bothmiddle and high school. Our findings provide evidence that the academic achievement ofimmigrant children in early adolescence is an accurate predictor of later life outcomes. Wealso examine a novel hypothesis that relative academic performance of immigrant children inhigh school compared to middle school, which could be an indicator of change in adolescentaspirations and motivation as well as the degree of adaptation and assimilation to the hostcountry, has an effect on their adult outcomes even after controlling for the levels ofacademic performance in middle and high school. The results suggest that an improvementin GPA from middle school to high school is associated with favorable adult outcomes.Several sensitivity tests confirm the robustness of main findings.

The influence of academic self-efficacy on academic performance: a systematic review

This review integrates 12 years of research on the relationship between academic self-efficacy and university student's academic performance, and known cognitive and motivational variables that explain this relationship. Previous reviews report moderate correlations between these variables, but few discuss mediating and moderating factors that impact this relationship. Systematic searches were conducted in April 2015 of psychological, educational, and relevant online databases for studies investigating academic self-efficacy and performance in university populations published between September 2003 and April 2015. Fifty-nine papers were eligible. Academic self-efficacy moderately correlated with academic performance. Several mediating and moderating factors were identified, including effort regulation, deep processing strategies and goal orientations. Given the paucity of longitudinal studies identified in this review, further research into how these variables relate over time is necessary in order to establish causality and uncover the complex interaction between academic self-efficacy, performance, and motivational and cognitive variables that impact it.

Predictors of academic performance of nursing and paramedic students in first year bioscience

The expanding scope of practice of paramedics and nurses demands they possess a sophisticated knowledge of bioscience to enable them to think critically and make rational clinical decisions. It is well documented that nursing students struggle with bioscience but there are no studies examining the performance of paramedic students in this crucial subject. In this study, we compared the academic performance of first year nursing, paramedic and nursing/paramedic double degree students in a bioscience subject. Regression analyses were used to identify predictors of academic success. Data revealed a low success rate in bioscience for all three degree programs (63.2, 58.8, and 67.6% respectively) and a strong correlation between academic success in bioscience and non-bioscience subjects (r(2)=0.49). The best predictors of overall academic success were the University Admission Index score and mature entry into the course. Previous study of biology was associated with an increased bioscience and overall GPA but not with non-bioscience grades. Discriminant analysis was used to develop a model that could predict overall academic success with an accuracy of 78.5%. These criteria may be useful during the admission process and for the early identification of students at risk of failure.

Tertiary architecture and construction management students' academic performance: role of demographic variables

This study presents an account of how different demographic variables affect students’ academic performance. The studied sample comprises a cohort of 133 Architecture and Construction Management (ACM) students in a third-year unit allocated to construction methodology and structural knowledge required for high-rise construction. Data is collected for these students studying at the School of Architecture and Built Environment at Deakin University (A+B). Outcomes of group and individual task (exam) are analysed deploying statistical methods. The findings show no significant difference between students coming to university from Year-12-to-and those that come from the vocational education sector. Furthermore, the findings indicate significant discrepancy in terms of performance amongst the students enrolled in construction management course with double-degree and architecture students. Additionally, the study reveals that female students outperform male students in individual tasks. The findings could be applicable to redesigning assessments as well as planning of prerequisite units in the studied curricula.

Simulated astigmatism impairs academic-related performance in children

Purpose: Astigmatism is an important refractive condition in children. However, the functional impact of uncorrected astigmatism in this population is not well established, particularly with regard to academic performance. This study investigated the impact of simulated bilateral astigmatism on academic-related tasks before and after sustained near work in children. Methods: Twenty visually normal children (mean age: 10.8 ± 0.7 years; six males and 14 females) completed a range of standardised academic-related tests with and without 1.50 D of simulated bilateral astigmatism (with both academic-related tests and the visual condition administered in a randomised order). The simulated astigmatism was induced using a positive cylindrical lens while maintaining a plano spherical equivalent. Performance was assessed before and after 20 min of sustained near work, during two separate testing sessions. Academic-related measures included a standardised reading test (the Neale Analysis of Reading Ability), visual information processing tests (Coding and Symbol Search subtests from the Wechsler Intelligence Scale for Children) and a reading-related eye movement test (the Developmental Eye Movement test). Each participant was systematically assigned either with-the-rule (WTR, axis 180°) or against-the-rule (ATR, axis 90°) simulated astigmatism to evaluate the influence of axis orientation on any decrements in performance. Results: Reading, visual information processing and reading-related eye movement performance were all significantly impaired by both simulated bilateral astigmatism (p < 0.001) and sustained near work (p < 0.001), however, there was no significant interaction between these factors (p > 0.05). Simulated astigmatism led to a reduction of between 5% and 12% in performance across the academic-related outcome measures, but there was no significant effect of the axis (WTR or ATR) of astigmatism (p > 0.05). Conclusion: Simulated bilateral astigmatism impaired children's performance on a range of academic-related outcome measures irrespective of the orientation of the astigmatism. These findings have implications for the clinical management of non-amblyogenic levels of astigmatism in relation to academic performance in children. Correction of low to moderate levels of astigmatism may improve the functional performance of children in the classroom.

The impact of computer-assisted learning on academic grades: an assessment of students' perceptions

This study examines student perceptions of the usefulness of Computer-Assisted Learning (CAL) packages in learning accounting concepts in terms of the influence on academic performance. Various additional factors  affecting academic performance [such as gender, prior studies of  accounting, and computer systems, together with entry background] are incorporated in the development of a multiple regression model, together with perceptions of CAL. The study uses a sample of 280 second-year undergraduate accounting students from an Australian university to test the model. In contrast to prior studies (e.g. Lane and Porch, 2002, Accounting Education: an international journal, 11(3), pp. 217-233), this study showed that positive perceptions of the usefulness of CAL significantly influenced performance. Additionally, it was found that international students, many of whom enter university at the second year level having obtained advanced standing credits, had significantly poorer performance than local students. The findings show that gender, prior studies of accounting and computing systems were not significant influences on academic performance. Overall, the results have implications for accounting educators utilising CAL in courses as a means of improving students' understanding of accounting concepts and academic performance.