Patterns of variation and invariance in variation theory

Variation theory states that to learn a phenomenon means to simultaneously discern and focus on the critical aspects/features of the phenomenon. To discern a particular feature, the learner must experience variation in that dimension. When an aspect of a phenomenon varies while other aspects remain invariant, the aspect that varies would be discerned (Pang and Marton 2005). Click What is variation theory? for further explanation and example.

Proponents of variation theory defined four patterns of variation and invariance (contrast, separation, fusion, and generalization) to facilitate the discernment of critical aspects.

Contrast occurs when a learner experiences variation of different values or features in an aspect of a phenomenon. To experience something, the learner must experience something else to make a comparison. For example, to experience what “round” is, the learner must experience other shapes such as rectangle or triangle. Only after having experienced other values (rectangle, triangle etc.) of the aspect (shape) can the learner discern the specific shape of round. The pattern of contrast focuses on a particular value or feature of an aspect.

Separation happens when a learner focuses on an aspect of a phenomenon. To experience a certain aspect of something separately from other aspects, it must vary while other aspects remain invariant. In this pattern, the aspect is discerned by the learner. For example, to discern the aspect of the “shape” of an object, other aspects (e.g., size, color, and height) must be kept invariant while varying the aspect of “shape.” In this way, the aspect of “shape” can be separated from other aspects. Contrast and separation occur when two or more objects have a varying aspect while other aspects remain invariant.

Fusion takes place when a learner wants to discern several aspects of a phenomenon that vary simultaneously. To experience a phenomenon, the learner must discern all critical aspects at the same time when different critical aspects vary simultaneously. For example, if a teacher wants to teach students what a robin is, he/she should expose the students to simultaneous variation in all critical aspects of a robin (e.g., feathers, size, and sound). The students will grasp a concept if they can simultaneously discern all critical aspects of the concept.

Generalization occurs when a learner wants to apply his/her previous discernment to various contexts. To fully understand an object of learning, the learner must experience many other examples to generalize the meaning. The idea of “roundness” can only be achieved after the learner has experienced various round objects, such as a round ball, a round plate, a round table, and so on.

With respect to the sequence of using the four patterns of variation and invariance, researchers suggested that contrast and separation should be first used to help students discern each critical aspect separately, followed by fusion that simultaneously varies all critical aspects (Ki 2007; Marton and Tsui 2004; Pang 2002). Generalization could be used after students have simultaneously discerned all critical aspects to generalize the discernment to other contexts. (p. 255)

Source:

Learning from Comparing Multiple Examples: On the Dilemma of “Similar” or “Different” by Jian-Peng Guo & Ming Fai Pang & Ling-Yan Yang & Yi Ding. Published online: 22 February 2012. # Springer Science+Business Media, LLC 2012.

Educ Psychol Rev (2012) 24:251–269 DOI 10.1007/s10648-012-9192-0

What are the types of research frameworks?

research frameworkMargaret Eisenhart (1991) has identified three types of research frameworks: theoretical, practical, and conceptual.

Theoretical Frameworks

A theoretical framework guides research activities by its reliance on a formal theory; that is, a theory that has been developed by using an established, coherent explanation of certain sorts of phenomena and relationships—Piaget’s theory of intellectual development and Vygotsky’s theory of socio-historical constructivism are two prominent theories used in the study of children’s learning. At the stage in the research process in which specific research questions are determined, these questions would be rephrased in terms of the formal theory that has been chosen. Then, relevant data are gathered, and the findings are used to support, extend, or modify the theory.

Practical Frameworks

This kind of framework is not informed by formal theory but by the accumulated practice knowledge of practitioners and administrators, the findings of previous research, and often the viewpoints offered by public opinion. Research questions are derived from this knowledge base and research results are used to support, extend, or revise the practice (Scriven, 1986)

A practical framework guides research by using “what works” in the experience of doing something by those directly involved in it.

Conceptual Frameworks

conceptual framework is an argument that the concepts chosen for investigation, and any anticipated relationships among them, will be appropriate and useful given the research problem under investigation. Like theoretical frameworks, conceptual frameworks are based on previous research, but conceptual frameworks are built from an array of current and possibly far-ranging sources. The framework used may be based on different theories and various aspects of practitioner knowledge, depending on what the researcher can argue will be relevant and important to address about a research problem.

What do you think are the advantages and disadvantages of each type of framework?

Source:

Lester, Frank. On the theoretical, conceptual, and philosophical foundations for research in mathematics education. ZDM 2005 Vol. 37 (6)

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