This study aims to identify an adequate approach for revealing conceptual understanding in higher professional education. Revealing students’ conceptual understanding is an important step towards developing effective curricula, assessment and aligned teaching strategies to enhance conceptual understanding in higher education. Essays and concept maps were used to determine how students’ conceptual understanding of international business can be revealed adequately.
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Conceptual understanding is important for professionals because a broad and deep synthesis of knowledge enables flexible and original thinking in complex problem solving. However, little is known about the appearance of conceptual understanding at the student level. This article therefore investigates the appearance of conceptual understanding in writing, since writing skills are a highly rated competency in both education and professional domains like international business. 44 students in their final year studying international business wrote literature reviews to illustrate how different levels (negligible, weak, moderate, strong and extraordinary) appeared for six components of conceptual understanding (global context, local context, business practices, practice instances, business concepts and business mechanisms). Two results are suggested. The first is that conceptual understanding in students’ writing is broad rather than deep, suggesting fragmented rather than integrated knowledge needed for conceptual understanding. The second is that different patterns of conceptual understanding emerge between and within students’ writing, both in the varying depths of conceptual understanding per component and in the different ways conceptual understanding manifests. Methodological issues and further research are discussed. Implications for education include suggestions for teachers to stimulate knowledge integration for conceptual understanding through the use of rubrics and iterative cycles.
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Higher professional education aims to prepare students for professional practice, for which students will need to develop conceptual understanding. Conceptual understanding requires a synthesis of relevant facts, theories and practices. This research explores what types of change take place in students’ conceptual understanding during a bachelor course. Forty-four senior international business majors in the Netherlands wrote expository essays at the beginning and end of a 14-week course. A rubric was used to grade the essays on six components of conceptual understanding using a 5-point scale. Results indicated five types of change: regressive, minor, modest, substantial and major. The most significant increases in conceptual understanding appeared to relate to context-specific or conceptual knowledge. Results also indicated that individual students’ conceptual understanding changed in different ways, with improvements in some components and deterioration in others, particularly global context. Discussion includes suggestions to account for the different types of change, and curricular implications.
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Higher education providers need to deliver graduates with the conceptual understanding required for professional life. Conceptual understanding entails a synthesis of relevant facts, theories and practices that influence occupational performance. To help align curricula with individual student differences, this study investigates differences in international business undergraduates’ conceptual understanding with regard to study progress. Seventy-four international business students of a bachelor’s programme in the Netherlands participated. Students were presented with a complex business problem. They then wrote essays in which they explicated their conceptual understanding of the case. Using a rubric, six components of conceptual understanding were graded on a 5-point scale ranging from negligible to extraordinary. Results indicated three types of conceptual understanding: limited, developing and extensive. Their relationship with study progress was nonlinear, indicating that effects other than curriculum may account for differences between students. Suggestions are made to account for differences, and recommendations are made regarding curriculum development.
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Higher professional education aims to prepare students for professional practice, for which students will need to develop conceptual understanding. Conceptual understanding requires a synthesis of relevant facts, theories and practices. This research explores what types of change take place in students’ conceptual understanding during a bachelor course. Forty-four senior international business majors in the Netherlands wrote expository essays at the beginning and end of a 14-week course. A rubric was used to grade the essays on six components of conceptual understanding using a 5-point scale. Results indicated five types of change: regressive, minor, modest, substantial and major. The most significant increases in conceptual understanding appeared to relate to context-specific or conceptual knowledge. Results also indicated that individual students’ conceptual understanding changed in different ways, with improvements in some components and deterioration in others, particularly global context. Discussion includes suggestions to account for the different types of change, and curricular implications.
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The aim of this exploratory study is to develop a definition of conceptual understanding for teaching in international business. In international business, professionals face complex problems like what to produce, where to manufacture, which markets to target, and when to expand abroad. A clear definition of conceptual understanding needed to solve such problems would provide design input for international business education. In three cycles, two independent expert panels with backgrounds in academic research, international business education, and international business practice identified and validated key components of conceptual understanding in international business. Key components are the global and local contexts, general and specific business practices, and theoretical business concepts and mechanisms. Other key characteristics include factual knowledge, explanation, and out-of-the-box thinking.
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Phd Thesis Higher professional education aims to prepare graduates for the complexity of professional practices. The development of conceptual understanding is important to deal adequately with this complexity, especially in an unstructured professional domain such as international business. The aim of this dissertation is to investigate the concept conceptual understanding in this professional domain, how it can be measured, what it looks like, how it changes, and in what ways it differs between students. The dissertation comprises five empirical studies for which data collection took place at a university of applied sciences in the Netherlands.
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The subject of this textbook is a methodical approach on the complex problem-solving process of conceptual structural design, leading to a controlled build-up of insight into the behaviour of the structure and supporting the actual successive design decisions during the conceptual design phase on the basis of a coherent set of solution components.
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The number of out-of-school science programs, which refers to science education at outside school environments, is gradually increasing. Although out-of-school programs are generally considered to be important for the development of pupils’ science knowledge and skills, more evidence concerning the learning effect of these programs is needed. In the present study, we explored whether different degrees of implementation of a connected in-school and out-of-school science program affect pupils’ cognitive science skills in relation to teachers’/instructors’ support. We used a multiple case study design with four cases comprising three different degrees of program implementation: optimal, intermediary and marginal. The cases comprised pupils of upper grade elementary school classes, their teachers, and the instructors of the out-of-school activity. The effect of the program was measured by coding pupils’ performance with a scale based on skill theory, and by coding teacher’s/instructor’s support with the Openness Scale. The data was gathered from microgenetic measurements over time, corresponding with an in-depth analysis of the process of change in naturalistic conditions. We found the highest learning effect in the optimal program implementation, which indicates that it is favorable to implement the complete program, and train teachers/instructors to use open teaching focused on conceptual understanding.
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Artificial Intelligence (AI) offers organizations unprecedented opportunities. However, one of the risks of using AI is that its outcomes and inner workings are not intelligible. In industries where trust is critical, such as healthcare and finance, explainable AI (XAI) is a necessity. However, the implementation of XAI is not straightforward, as it requires addressing both technical and social aspects. Previous studies on XAI primarily focused on either technical or social aspects and lacked a practical perspective. This study aims to empirically examine the XAI related aspects faced by developers, users, and managers of AI systems during the development process of the AI system. To this end, a multiple case study was conducted in two Dutch financial services companies using four use cases. Our findings reveal a wide range of aspects that must be considered during XAI implementation, which we grouped and integrated into a conceptual model. This model helps practitioners to make informed decisions when developing XAI. We argue that the diversity of aspects to consider necessitates an XAI “by design” approach, especially in high-risk use cases in industries where the stakes are high such as finance, public services, and healthcare. As such, the conceptual model offers a taxonomy for method engineering of XAI related methods, techniques, and tools.
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