The Impact of Computer-Assisted Learning on Academic Grades: An Assessment of Students' Perceptions

Abstract

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.     

Computer-based instruction in accounting education

The recent introduction of four computer-based instruction packages for accounting may offer an alternative to existing teaching methods, thereby providing staff with more time to undertake their other duties. This paper assesses the background to the use of packages of this type, and proposes a six-stage cycle to be followed if they are to be successfully integrated into accounting course. A report is then given of a study into the use of nine modules from one of the packages (the PEER Statements of Standard Accounting Practice course) by a class of second-year accounting students. It finds that the modules have limited value as an additional resource, but that supplantive use (i.e.lecturer substitution) may be a practical alternative to conventional teaching; that students like the approach and wish to see it used in other areas; and that low computer literacy is no barrier to use.     

Computer Aided Learning (CAL) and its impact on the performance of non-specialist accounting undergraduates

This study examines the factors affecting students' performance on an introductory UK undergraduate financial accounting course and changes in students' attitudes and perceptions towards Computer Aided Learning (CAL) and accounting. It differs from previous research in that non-specialist accounting students taught using CAL are studied here. Questionnaire data was collected at the beginning and end of the module and is statistically analysed. Multiple regression analysis on student performance shows that age and attitude towards accounting are significant influences, but that attitude towards CAL and students' entry qualifications are not. Students' perceptions of CAL appear to be affected negatively by its use. The study shows that students are significantly more likely to perceive CAL as easy to use, but significantly less likely to view it as flexible, helpful or useful in improving computer literacy. Students' perceptions of accounting as a subject are also negatively affected. They are shown to be significantly less likely to choose to study accounting and significantly more likely to view accounting as a boring subject, following the completion of a CAL course. The negative impact on students' perceptions and attitudes towards CAL and accounting has implications for extending the use of CAL in order to efficiently redirect limited staff resources. However, given that there is no significant effect on performance this may warrant further consideration by higher education institutions.     

Flipped v’s traditional teaching perspectives in a first year accounting unit: an action research study

With the need to move accounting students towards deeper learning approaches and understandings, this first cycle of an action research study sought to determine the student’s perspective of the flipped learning approach. With this learning approach gaining momentum in recent times, this study focuses on a first-year introductory accounting class in an undergraduate business degree. In making changes to the learning environment, we survey students and find that there are significant differences between the flexible student, that is, students that are already exposed in a limited way to this approach, and the face-to-face student. Results indicate further action research is required if the flipped learning approach is to be considered a serious teaching and learning contender for the first-year student.     

Students' Perceptions of the Introduction of a Blended Learning Environment: An Exploratory Case Study

Virtual Learning Environments (VLE) provide the opportunity to deliver blended learning approaches that combine mixes of Information and Communications Technology (ICT) with various delivery methods and media. In 2008 and 2009, the University of Winchester in the UK redesigned a variety of accounting and financial management modules for presentation in a blended learning environment. An exploratory, qualitative case study investigated students' perceptions of the new approach. Through focus groups, students reported favourably on the blended learning approach and the views of students correlated with previous research, although there were some contrary findings. Focus groups raised issues concerning students' expectations, competence and engagement. Resources and institutional practices were identified as factors in students' attitudes towards blended learning. Issues about communication, student interaction and collaboration also emerged. Finally, some practical lessons from this case study are proposed.     

The Effects of Different Teaching Approaches in Introductory Financial Accounting

Abstract

The purpose of the research is to examine the effect of the two different teaching approaches in the first accounting course on student performance in a subsequent finance course. The study compares 128 accounting and finance students who took introductory financial accounting by either a user approach or a traditional preparer approach to examine their academic performance on a subsequent finance course. The results indicate that there is no significant difference in the finance course grade between students who took the traditional introductory accounting course and students who were taught under the user approach. These findings support the argument that the user approach has no impact on subsequent finance course grade and either method can be used to teach introductory financial accounting. Three factors were found to affect subsequent performance in an introductory finance course: GPA prior to taking the finance course, grades in macroeconomics, and statistics.     

Guest Editorial

This paper reports the results of a longitudinal study of the determinants of student performance on undergraduate accounting degree examinations. The educational background, demographic characteristics and financial/investment characteristics of a group of undergraduate students were determined in an attempt to explain differences in student performance in both first year and third year examinations. The results indicate that few of these background variables had a significant impact on examination performance and that the best predictor of third year performance was in fact performance in the first year examinations.     

An analysis of the implications of diversity for students' first level accounting performance

The present study investigates the impact of student diversity on performance of first-year undergraduate accounting students. The paper is motivated by (i) increasing diversity amongst the accounting student cohort because of the trend to internationalise education services in industrialised countries; and (ii) inconsistent and inconclusive prior evidence on the determinants of accounting student performance. The major contribution of the present paper is to provide a theoretical framework from the published educational literature that can explain much of the variation in the findings of prior studies. We employ this framework to develop and test several propositions in relation to students’ prior content and metacognitive knowledge. The results indicate students studying on-campus significantly outperform students studying by distance education. On average, international students studying on-campus perform better than domestic students (studying either on- or off-campus), with international students studying off-campus performing worst of all. Prior high school accounting, tertiary entrance score and motivation (reflected by both major of study and tutorial attendance) also influence student performance.     

Preparer versus user introductory sequence: the impact on performance in Intermediate Accounting I

The normal subject matter in the first semester of a traditional introductory accounting course closely parallels the content in Intermediate Accounting I. Because research shows that student performance in college accounting courses is influenced by prerequisite courses, one would expect that those who take a user-approach introductory sequence will not perform as well in later courses. The research reported in this paper compares the performance of students in a traditional Intermediate Accounting I course who took either a preparer-or-user approach introductory sequence. Of the 150 accounting majors in the sample, 53 (97) took a user-approach (preparer-approach) introductory sequence. Of the 97 preparer-approach students, 47 (50) were four-year (transfer) students. The results are consistent with prior research and indicate that SAT scores and student effort are significant for each of the individual tests and for the overall average in course examinations. Gender is not consistent a factor in performance, which also supports prior research. The data indicate that students who took a preparer-approach sequence did not score higher in Intermediate Accounting I and that entry status is not a factor in this performance. This finding leads to the question of whether or not a user-approach would better service those students in our introductory accounting courses who are not accounting majors.     

Student perceptions on using guided reading questions to motivate student reading in the flipped classroom

Although upper-level accounting majors tend to be more motivated than introductory-level students, or non-accounting majors, it is still challenging to motivate such students to complete and understand assigned readings. The purpose of this study is to assess student perceptions on the implementation of guided reading questions to motivate and enhance student reading to help flip the intermediate accounting classroom. Without essential preparation, students may be unable to adequately participate during class discussions or perform well across other course dimensions, especially in a flipped classroom setting. We assigned guided reading questions related to two required intermediate financial accounting textbook presentations (one course specifically for accounting majors and the other for non-accounting majors). Student perception results indicate that the guided reading questions positively impact student motivation, reading comprehension, effort level, and understanding of the material before attending class. The results are strongest for non-accounting majors.     

Validation of factors relevant to the exemption of accounting courses in MBA programs

Most MBA programs allow students to exempt required core courses like accounting. The exemption decision usually depends on prior accounting course work taken. This study analyzes the performance of students with prior accounting backgrounds in a MBA core course in accounting in order to identify and validate factors that could be used in an exemption policy. Fourteen factors related to aptitude, prior academic performance, prior accounting experience, and work experience were correlated with academic performance. A reduced set of five variables was then included in a step-wise regression. Prior accounting course work, quantitative GMAT score, and grade point average in undergraduate accounting courses emerged as factors that significantly impact grade performance. A set of logit models containing these three factors classified each student by course grade. The three-factor model significantly improved the classification accuracy of students when compared to simplistic models using solely undergraduate accounting course work.     

Modelling Performance Improvement and Switching Behaviour in Team Learning

Accounting educators and agencies have sought to incorporate team learning activities into conventional learning methods. The readiness-assurance process (RAP) of team learning, in which students take quizzes first as individuals and second as members of student teams, has been shown to be effective in this regard. We analyse the RAP with a fixed-effects regression model to identify the factors that contribute to performance improvement and we use ordered logit regression to estimate, probabilistically, switching behaviour within student teams. A longitudinal study was conducted over the course of a semester in which 101 undergraduate accounting students, comprising 22 teams, completed six quizzes. Within-team knowledge disparity was shown to be a significant indicator of performance improvement, and individuals appeared more likely to switch their answers after the first quiz. There were no significant effects for either performance or switching associated with demographic measures of sex and English fluency. Implications for accounting educators are discussed.     

Why are first‐year accounting studies inclusive?

This study is motivated by the increasing diversity among first‐year accounting students and the increasing number of first‐year accounting students whose majors are not in accounting related areas in UK universities. The main contribution of this study is that it uses student data over four consecutive academic years from a first‐year accounting course at a UK university to provide empirical evidence in support of the theoretical framework proposed by Rankin et al. (2003). Our results show the effects of metacognitive knowledge and content knowledge on academic performance as well as highlighting the inclusiveness of the first‐year accounting course. For instance, regardless of the choices of secondary subjects, students who have good prior academic achievement are the best performers on the first‐year accounting course. The influence of content knowledge on academic performance is strongly felt when the assessments of the course changed from a 100 per cent final exam to a combination of mid‐term coursework and a final exam. The results suggest that well‐designed mid‐term coursework is academically beneficial to accounting students, especially non‐native English‐speaking students.     

The first course in accounting: students’ perceptions and their effect on the decision to major in accounting

Little empirical evidence exists regarding students’ perceptions of the first course in accounting and the effect of these perceptions on deciding whether or not to major in accounting. The purpose of this study is to begin examining student perceptions regarding the first accounting course and how those perceptions relate to selection of accounting as a major. The study separately examines initial perceptions and changes in perceptions over the semester for intended accounting and non-accounting majors, and assesses the association of individual accounting instructors with changed student perceptions. We then examine the relationship between perceptual changes, final grades, and individual instructors on decisions to major in accounting. Responses from 331 introductory financial accounting students from two universities indicate that while intended accounting majors perceived the course more favorably than non-accounting majors at the beginning and end of the semester, both groups exhibited relatively positive attitudes toward the course. However, these attitudes were similarly less favorable by the end of the course for both groups. We also found evidence of the important role individual instructors play regarding changing student perceptions and selection of accounting as a major. The analyses for selection of accounting as a major indicate that the decision depended on initially intending to major in accounting, performance in the first course, and individual instructors, but not on changes in perception regarding the first course.     

Developing Accounting Students' Listening Skills: Barriers,Opportunities and an Integrated Stakeholder Approach

Accountants and employers of accounting graduates consider listening to be among the most important communication skills that graduates possess. However, accounting education practices that develop students' listening skills are uncommon. Further, in the case of listening development, the current approach of prescribing that educators do more to rectify students' skill deficiencies overlooks barriers that prevent greater incorporation of listening instruction in the accounting curriculum. An alternative integrated stakeholder approach to develop students' listening skills is proposed. Informed by a broad range of education literature, the approach identifies cross-disciplinary listening development best practice and barriers to the widespread implementation of such practices in the typical accounting programme, before determining and assigning interrelated listening development roles to key stakeholders who will benefit from improved student listening. While student listening development is feasible under the proposed approach, shared contributions by accounting students, the profession and educators are needed to achieve enhanced skills outcomes.     

Factors affecting classroom participation and how participation leads to a better learning

The purpose of this paper is twofold. First, we analyze various course- and student-related factors that affect participation grades within several college accounting classes. The second purpose is to determine whether in-class participation grades have an effect on exam performance in these classes. We find that, unlike in liberal arts and sciences courses, in accounting courses, participation grades for female students do not differ from participation grades for their male counterparts, regardless of class level. Overall, course level and student major have no direct effect on participation grades; however, the accounting majors and students in the lower level courses have better attendance than do non-accounting majors and students in more advanced courses. We observe that class schedule, in particular class duration and semester, affects students’ participation performance. Lastly, we find that students who participate more in classroom discussions perform 25% better on exams than do those with lower participation grades. This relationship holds for the three elements of participation grading: frequency of participation, consistency of participation, and attendance.     

Rhetoric or Reality? Do Accounting Education and Experience Increase Weighting on Environmental Performance in a Balanced Scorecard?

We are nearing the end of the United Nations' Decade of Education for Sustainable Development (2005–2014). There has been substantial rhetoric in education and business forums, and many universities have integrated sustainability into their accounting curricula, but what effect is accounting education having? This study considers whether the rhetoric of sustainability is manifest in a greater emphasis on environmental performance by students and practitioners. In an evaluation task using a balanced scorecard we found that third-year accounting students in Australia and Germany recognised lead performance indicators, and penalised poor environmental performance, more than did first-year students. Experienced accounting controllers, however, placed less emphasis on environmental performance than did third-year accounting students. This suggests that the rhetoric taught in universities regarding the strategic importance of environmental performance exceeds the reality of organisational priorities, at least for now.     

Student performance in tertiary-level accounting: an international student focus

The present paper provides empirical evidence regarding the academic performance of university students studying accounting. In particular, the effect of student origin is investigated by comparing the accounting performance of resident and international students. The present study controls for a number of other key variables, including ability, anxiety, work experience in accounting, accounting study prior to university and enrolment status. The question of whether international student performance improves over time through an acculturation effect is also investigated. Bivariate analyses revealed higher anxiety and lower general ability for international vis‐à‐vis resident students yet no significant difference in accounting performance between the two groups. After controlling for key variables, an association was observed between student origin and accounting performance with superior performance reported for the international student cohort. Statistically significant relationships were also observed between accounting performance and ability, anxiety, employment experience in accounting, enrolment status and accounting study prior to university. An acculturation effect was not clearly evidenced.     

Nontraditional student withdrawal from undergraduate accounting programmes: a holistic perspective

A collaborative project of several Quebec universities, this study investigates nontraditional student withdrawal from undergraduate accounting programmes. A nontraditional student is older than 24, or is a commuter or a part-time student, or combines some of these characteristics. Univariate and multivariate analyses of student dropout factors were performed. A logistic regression for full-time students indicates several significant determinants of student withdrawal: returning to school after working for some time, enrolment in a non-first choice programme, dissatisfaction with programme choice and courses, and low grade point average (GPA). For part-time students, low GPA is the main explanatory factor for student withdrawal. Other factors appear to be instrumental in withdrawal decisions, such as management of external resources (time and family responsibilities) for women. The results suggest that students would benefit from university support services to acquire learning strategies that improve perseverance. Lastly, in-class learning activities that help bolster grades could decrease student withdrawal rates.