ABSTRACT

Complex learning involves integrating knowledge, skills, and attitudes; coordinating qualitatively different *constituent skills*, and often transferring of what is learned in the school or training setting to daily life and work set­ tings. The current interest in complex learning is manifest in popular educa­ tional approaches that call themselves inquiry, guided discovery, project­ based, case method, problem­ based, design­ based, and competency­ based. Examples of theoretical design models promoting complex learning are 4­Mat (McCarthy, 1996), cognitive apprenticeship (Collins, Brown, & Newman, 1989), collaborative problem solving (Nelson, 1999), constructiv­ ism and constructivist learning environments (Jonassen, 1999), instructional episodes (Andre, 1997), learning by doing (Schank, Berman, & MacPerson, 1999), multiple approaches to understanding (Gardner, 1999), star legacy (VanderBilt learning technology group: Schwartz, Lin, Brophy, & Bransford, 1999), and the four­ component instructional design model (Van Merriën­ boer, 1997). Though these approaches differ in many ways, what they have in common is their focus on learning tasks based on real­ life *authentic tasks* as the driving force for teaching and learning. The basic idea behind this focus is that such tasks help learners integrate knowledge, skills, and attitudes, stimu­ late them to learn to coordinate constituent skills, and facilitate *transfer* of what is learned to new problem situations (M. D. Merrill, 2002b; Van Merriënboer, 2007; Van Merriënboer & Kirschner, 2001).