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Because computer systems exhibit performative intelligence, we can teach them to do tasks. It is this very capability that makes it possible to use computers as an interactive medium for instruction and learning. It is interaction which sets computers systems apart from other media such as books, television, and film. However, present-day computers literally do not understand the culturally bound meanings of the messages which they manipulate during these interactions because such computers lack qualitative intelligence. References: Frick, T. (1997). Artificially intelligent tutoring systems: what computers can and can't know. Journal of Educational Computing Research, 16(2), 107-124.

According to Frick (1997), computer systems demonstrate performative intelligence, when compared to other media such as books, television, and film. Computers can be programmed to do things. This feature of computer systems makes them an alternative medium for instruction and learning. However, he claims that computer systems lack the ability to understand the meaning of messages they send and receive during interaction with students and teachers. References: Frick, T. (1997). Artificially intelligent tutoring systems: what computers can and can't know. Journal of Educational Computing Research, 16(2), 107-124.

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Item 2

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There is a design methodology called rapid prototyping, which has been used successfully in software engineering. Given similarities between software design and instructional design, we argue that rapid prototyping is a viable method for instructional design, especially for computer-based instruction. References: Tripp, S. D., & Bichelmeyer, B. A. (1990). Rapid prototyping: An alternative instructional design strategy. Educational Technology Research and Development, 38(1), 31-44.

Rapid prototyping could be an advantageous methodology for developing innovative computer-based instruction. Software engineers have been successful in designing applications by using rapid prototyping. So it also could be an efficient way to do instructional design. References: Tripp, S. D., & Bichelmeyer, B. A. (1990). Rapid prototyping: An alternative instructional design strategy. Educational Technology Research and Development, 38(1), 31-44.

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Item 3

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It is helpful to think in terms of two basic kinds of change: piecemeal and systemic. Piecemeal change leaves the structure of a system unchanged. It often involves finding better ways to meet the same needs, such as using an analogy to help your students learn the science concepts you taught in an otherwise similar manner last year. In contrast, systemic change entails modifying the structure of a system, usually in response to new needs. References: Reigeluth, C. M. (1999). What is instructional-design theory and how is it changing? Instructional-design theories and models: A new paradigm of instructional theory (Vol. 2, pp. 5-29). Mahwah, New Jersey: Lawrence Erlbaum.

Reiguleth (1999) mentions two different kinds of change: Piecemeal and Systemic change. Systemic change entails modifying the structure of a system, in order to meet new needs. In contrast, piecemeal change leaves the structure of a system unchanged. For example, new innovations instead of traditional methods could be used to engage students in learning.

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Item 4

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There is no other way to accommodate the facts that different children learn at different rates and have different learning needs. But to have an attainment-based rather than time-based system, we must in turn have person-based progress rather than group-based progress. And that in tum requires changing the role of the teacher to that of a coach or facilitator/manager, rather than that of dispenser of knowledge to groups of students who pass by at the ring of a bell like so many little widgets on an assembly line. References: Reigeluth, C. M. (1994). The imperative for systemic change. In C. M. Reigeluth & R. J. Garfinkle (Eds.). Systemic change in education. Englewood Cliffs, NJ: Educational Technology Publications.

In the new paradigm of the information age, rather than serving as a dispenser of knowledge as teachers did in the industrial age, their role must change to that of coach or facilitator of learning (Reigeluth, 1994). There is no other way to accommodate the facts that different children learn at different rates and have different learning needs (Reigeluth, 1994, p. 8). References: Reigeluth, C. M. (1994). The imperative for systemic change. In C. M. Reigeluth & R. J. Garfinkle (Eds.). Systemic change in education. Englewood Cliffs, NJ: Educational Technology Publications.

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Item 5

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Learning is a complex set of processes that may vary according to the developmental level of the learner, the nature of the task, and the context in which the learning is to occur. As already indicated, no one theory can capture all the variables involved in learning. References: Gredler, M. E. (2001). Learning and instruction: Theory into practice (4th Ed.). Upper Saddle, NJ: Prentice-Hall. A learning theory, there, comprises a set of constructs linking observed changes in performance with what is thought to bring about those changes. References: Driscoll, M. P. (2000). Psychology of learning for instruction (2nd Ed.). Needham Heights, MA: Allyn & Bacon.

A learning theory is made up of a set of constructs linking observed changes in performance with whatever is thought to bring about those changes. Therefore since learning is a complex set of processes that may vary according to the developmental level of the learner, the nature of the task, and the context in which the learning is to occur, it is apparent that no one theory can capture all the variables involved in learning.

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Item 6

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A teacher is one who guides or leads. To guide does not necessarily mean to instruct directly. We often think of teaching as direct instruction (presenting information, asking questions, giving feedback, demonstrating some procedure, evaluating student progress, and so on). But a teacher can guide without instructing directly. A good example is the Montessori system of education. In a Montessori school, most of what a child learns is through interacting with a variety of curriculum materials in a particular context. A Montessori teacher does much less direct instruction than do teachers in traditional schools. References: Frick, T. (1991). Restructuring education through technology. Bloomington, IN: Phi Delta Kappa Educational Foundation.

Teachers should be guides or leaders. In the role of a guide, a teacher does less presenting of information, demonstrating and providing feedback. For example, in a Montessori school, most student learning occurs through interaction with a variety of class materials, rather than interaction with a teacher.

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Item 7

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When instructors are creating discussion board activities for online courses, at least two questions must be answered. First, what is the objective of the discussions? Different objectives might be to create a "social presence" among students so that they do not feel isolated, to ask questions regarding assignments or topics, or to determine if students understand a topic by having them analyze and evaluate contextual situations. Based on the response to this question, different rules might be implemented to focus on the quality of the interaction more so than the quantity. The second question is, how important is online discussions in comparison to the other activities that students will perform? This question alludes to the amount of participation that instructors expect from students in online discussions along with the other required activities for the course. If a small percentage of student effort is designated for class participation, our results show that it can affect the quality and quantity of interactions. References: Moore, J. L., & Marra, R. M. (2005) A comparative analysis of online discussion participation protocols. Journal of Research on Technology in Education, 38(2), 191-212.

According to Moore and Marra's (2005) case study, which observed two online courses, students in the first course implemented a constructive argumentation approach while students in second course had less structure for their postings. As they stated, when instructors create online discussion board activities, they must answer at least two questions. These questions are: "What is the objective of the discussions?" And "How important are online discussions in comparison to the other activities that students will perform?" According to their findings, the discussion activities that were designed based on the answers to these questions can influence the quality and quantity of interactions (Moore & Marra, 2005). References: Moore, J. L., & Marra, R. M. (2005) A comparative analysis of online discussion participation protocols. Journal of Research on Technology in Education, 38(2), 191-212.

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Item 8

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Complex learning is the integration of knowledge, skills and attitudes; coordinating qualitatively different constituent skills; and often transferring what was learned in school or training to daily life and work. There are many examples of theoretical design models that have been developed to promote complex learning: cognitive apprenticeship, collaborative problem solving, constructivism and constructivist learning environments, learning by doing, multiple approaches to understanding , star legacy , as well as the subject of this contribution, the Four-Component Instructional Design model. References: van Merrinboer, J. J. G. & Kirschner, P. A. K. (2007). Ten steps to complex learning: A systematic approach to four-component instructional design. Lawrence Erlbaum Associates, Inc., Mahwah, NJ.

Van Merrinboer and Kirschner (2007) indicated that complex learning involves the learning of how to complete authentic tasks which require the use and integration of knowledge and skills from multiple domains. Complex learning tasks have no single correct method of completion but instead a range of methods that result in the completion of the task at varying degrees of appeal, efficiency, and effectiveness. They further state that complex learning involves "the integration of knowledge, skills and attitudes; coordinating qualitatively different constituent skills, and often transferring what was learned ... to daily life and work" (p. 4). References: van Merrinboer, J. J. G. & Kirschner, P. A. K. (2007). Ten steps to complex learning: A systematic approach to four-component instructional design. Lawrence Erlbaum Associates, Inc., Mahwah, NJ.

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Item 9

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Suppose you study a group of successful companies and you find that they emphasize customer focus, or quality improvement, or empowerment; how do you know that you haven't merely discovered the management practice equivalent of having buildings? How do you know that you've discovered something that distinguishes the successful companies from other companies? You don't know. You can't know--not unless you have a control set, a comparison group. References: Collins, J. C., & Porras, J. I. (2002). Built to last: Successful habits of visionary companies. New York, NY: Harper Paperbacks.

Attributes of rigorous research can be shared across subjects of study. For example, Collins and Porras (2002) highlight the importance of having a control group when comparing companies in any effort to identify what specific company characteristics are able to distinguish the successful from the ordinary. References: Collins, J. C., & Porras, J. I. (2002). Built to last: Successful habits of visionary companies. New York, NY: Harper Paperbacks.

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Item 10

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Content could be presented in a variety of formats via multimedia. Dynamic processes could be illustrated. Content in the form of text, still pictures, video, sound, graphics, or animations could be digitally or analogically encoded and stored in electronic, magnetic, and optical technologies. This encoded information could be transmitted literally around the world in a matter of seconds. References: Frick, T. (1991). Restructuring education through technology. Bloomington, IN: Phi Delta Kappa Educational Foundation.

With the rapid advance in information technologies, people around the world can access information quickly. Information takes the form of text, still pictures, video, sound, graphics, or animations, which are stored and transferred electronically through these computational technologies. References: Frick, T. (1991). Restructuring education through technology. Bloomington, IN: Phi Delta Kappa Educational Foundation.

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