http://nova.newcastle.edu.au/vital/access/services/Feed ${session.getAttribute("locale")} 5 Do map drawing styles of novice programmers predict success in programming? A multi-national, multi-institutional study http://nova.newcastle.edu.au/vital/access/manager/Repository/uon:991 In this paper, we present the results of one aspect of a multinational, multi-institutional study of computer programming students. Specifically, this paper reports on an exploration of relationships between novice programmers' map-drawing styles (landmark, route or survey) and success in a first programming course at tertiary level. Relationships were found between map- drawing style and success of students in introductory programming courses, but there were mediating factors that resulted in some mixed findings between the countries in which data was collected. The results of this study identify some rich areas for further exploration, and suggests how this line of research might progress. 2010-04-27T06:42:59.238Z ]]> Predictors of success in a first programming course http://nova.newcastle.edu.au/vital/access/manager/Repository/uon:1005 This paper describes a multi-national, multi-institutional study that investigated introductory programming courses .. Student participants were drawn from eleven institutions, mainly in Australasia, during the academic year of 2004. A number of diagnostic tasks were used to explore cognitive, behavioural, and attitudinal factors such as spatial visualisation and reasoning, the ability to articulate strategies for commonplace search and design tasks, and attitudes to studying. The results indicate that a deep approach to learning was positively correlated with mark for the course, while a surface approach was negatively correlated; spatial visualisation skills are correlated with success; a progression of map drawing styles identified in the literature has a significant correlation with marks; and increasing measures of richness of articulation of a search strategy are also associated with higher marks. Finally, a qualitative analysis of short interviews identified the qualities that students themselves regarded as important to success in programming. 2010-04-27T06:42:49.384Z ]]> Approaches to learning in computer programming students and their effect on success http://nova.newcastle.edu.au/vital/access/manager/Repository/uon:1686 Within education research there has been sustained interest in developing models that can predict, or alternatively explain, student success. In computing education, attempts have been made to predict success in programming courses. Models previously used in this area have included a range of demographic, cognitive and social factors. Th ese models emphasise presage factors. Biggs' 3P general model of student learning, by comparison, measures attitudinal factors. Th is multinational, multi-institutional study investigates the effectiveness of an attitudinal measure, deep and surface approaches to learning (Biggs R-SPQ-2F questionnaire), to explain the success of students in introductory programming courses. This is then compared to both a cognitive and a demographic measure. The results indicate that across the eleven institutions in three countries the strongest correlation to success was found with the learning approach. 2010-04-27T06:10:46.230Z ]]> The ability to articulate strategy as a predictor of programming skill http://nova.newcastle.edu.au/vital/access/manager/Repository/uon:1026 A multi-national, multi-institutional study investigating introductory programming courses drew on student participants from eleven institutions, mainly in Australasia, during the academic year of 2004. A number of diagnostic tasks were used to explore cognitive, behavioural, and attitudinal factors such as spatial visualisation and reasoning, the ability to articulate strategies for commonplace search and design tasks, and attitudes to studying. This paper reports in detail on the task that required participants to articulate a commonplace search strategy. The results indicate that increasing measures of richness of articulation of a search strategy are associated with higher marks in the course. 2010-04-27T06:07:28.702Z ]]>