Data-driven decision making has become increasingly important in education. Policymakers require educators to use data to inform practice. Although the policy emphasis is growing, what has not increased is attention to building human capacity around data use. Educators need to gain data literacy skills to inform practice. Although some…

Examines how systems thinking, simulation, and modeling affect secondary school teachers' classroom processes. Highlights include a two-dimensional matrix to show patterns of adaptation, teacher proficiency with technology, curriculum development, time constraints, teacher training, expertise, accountability, administrative issues, and the…

The Systems Thinking and Curriculum Innovation (STACI) project is a multi-year research effort intended to examine the cognitive demands and consequences of learning from a systems thinking approach to instruction and from using simulation-modeling software. This study tests the potentials and effects of integrating the systems approach into…

The Systems Thinking and Curriculum Innovation (STACI) Project is a multi-year research effort intended to examine the cognitive demands and consequences of learning from a systems thinking approach to instruction and from using simulation-modeling software. The purpose of the study is to test the potentials and effects of integrating the systems…

Discusses the systems thinking approach that uses microcomputer-based simulations and modeling to enhance teaching and learning activities in middle school and high school instruction. Particular focus is placed on the Systems Thinking and Curriculum Innovation Network project, part of a longitudinal study managed by Educational Testing Service.…

The present research addresses the issues of whether there exist certain cognitive skills that facilitate transfer, and whether such skills are themselves transferable across domains. Of primary concern is the instructability of such skills. The Systems Thinking and Curriculum Innovation Project (STACI) is a two-year research project testing the…

This paper describes a theoretical perspective in which teacher performance and classroom procedures in technology-based settings can be observed and compared. The paper uses as an example the Systems Thinking and Curriculum Innovation Network (STACIN) Project, which implements a simulation-modeling software package as an analytic problem solving…

This paper examines the effect of using a systems thinking approach in existing secondary school curricula to teach content-specific knowledge as well as general problem solving skills, and the effect of using STELLA (Structural Thinking Experimental Learning Laboratory with Animation), a simulation-modeling software program, as a tool by which to…

This is the second of two reports on the first year activities and results of the Systems Thinking and Curriculum Innovation Project (STACI), a two-year project which is examining the cognitive demands and consequences of using the STELLA (Structural Thinking Experimental Learning Laboratory with Animation) software to teach systems thinking,…

Describes the Systems Thinking and Curriculum Innovation (STACI) Project, which is examining the impact of a technology-based curriculum innovation on teaching and learning outcomes in high school science and social studies. Systems thinking is discussed, simulation-modeling software is described, and implications for technology in educational…