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Learning styles refers to a theoretical perspective that explains individual and group patterns of propensities and preferences for particular approaches and strategies for learning, information processing, and particular habits of mind related to ways of making sense of the world, approaching particular tasks, problem-solving, and communicating with others. These approaches and strategies have resulted from everyday experiences over time, usually initiated within a family, an associated community, or cultural group. The terms learning style and cognitive style are often used interchangeably; however, cognitive style refers to habitual ways of organizing and processing information, and is one component of a learning style. The learning style perspective supports the application of cognitive style in learning situations by taking into consideration the sociohistorical context for the origin of mental processes and the development of these processes within and through social and cultural practices.

Different models of learning styles present a variety of ways of identifying, describing, and categorizing preferences and propensities for particular approaches to tasks, problem-solving, and learning situations, while also addressing a wide range of social and psychological processes. The preferred instruments for determining learning style proclivities for particular individuals and groups are self-report inventories and questionnaires. The models and instruments used for identifying learning styles are determined by the purpose and context for the application of such information. For example, the approach to the application of information on learning styles varies among K–12 classroom learning environments, undergraduate and graduate study, and specific roles and functions in the workplace.

Historical Perspective

The learning style perspective gained momentum during the 1970s as a way to explain individual and group differences among populations in public schools, as well as the underperformance of certain populations. This perspective has been linked to Gordon Allport's work in which he described the personality trait theory. According to this theory, individuals develop habitual patterns of behavior, thought, and emotion that distinguish them from others. The cognitive styles perspective is similar in purporting that individuals develop habitual patterns of problem-solving, thinking, perceiving, and remembering. The learning styles perspective is the application of habitual patterns of cognition to problem-solving and task completion. Many scholars contend, however, that recent conceptualizations of learning styles are directly linked to Herman A. Witkin and associates' concept of psychological differentiation that introduced the concepts of field-dependence and field-independence, which are based on an individual's ability, when tested by means of an instrument such as the Embedded Figures Test or the Group Embedded Figures Test, to distinguish an object from the background field in which it is positioned. Manuel Ramirez and Alfredo Castañeda employed cross-cultural psychology to bring attention to the cultural context as part of differential and cognitive theory in psychology. This theory supported a focus on cognitive differences and diversity in approaches to learning among individuals and groups based on culture, experience, and socialization practices.

Explaining Differences in Academic Performance

What causes the difference in patterns of learning and learning outcomes between one group of students and another? Proponents of the learning style perspective argue that traditional school practices are a cultural construct that emanates from the experiences, values, practices, and perspectives of the culture in power, and are designed to serve the purposes of this particular group. Those who have been socialized into the practices and values of the culture of power are more likely to develop the learning preferences, mental processes, habits of mind, and worldview that support learning from traditional school practices. Others, it is argued, have been socialized in different ways and have different learning preferences, mental processes, habits of mind, and worldviews that are not supported by traditional school practices. Differential socialization results in variations in academic learning outcomes in school situations employing traditional instructional practices.

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