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Stefaniak, Jill; Tawfik, Andrew; Sentz, Justin – TechTrends: Linking Research and Practice to Improve Learning, 2023
Various theories and models discuss how instructional designers can develop systems that allow learners to engage in problem-solving. To date, many of these theories and models that guide design often describe how learners engage in meaning-making within a situated context; however, they do not address strategies instructional designers can use to…
Descriptors: Instructional Design, Decision Making, Problem Solving, Situated Learning
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Stefaniak, Jill; Baaki, John; Stapleton, Laura – Educational Technology Research and Development, 2022
When instructional designers talk about what they do, they often discuss their outcomes rather than their process. Conjecturing during decision-making requires the instructional designer to build upon their prior knowledge of the situation and experiences and make assumptions based on available information to design an appropriate solution. This…
Descriptors: Instructional Design, Teaching Methods, Decision Making, Protocol Analysis
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Clark-Stallkamp, Rebecca; Stefaniak, Jill – TechTrends: Linking Research and Practice to Improve Learning, 2023
In organizational anarchies (i.e., public institutions) decisions are typically made by oversight or flight. Decision makers and choice opportunities exist simultaneously but on separate tracks resulting in few problems being solved. This paper presents the findings of a study surveying current literature on organizational anarchy as well as…
Descriptors: Organizational Culture, Organizational Learning, Decision Making, Problem Solving
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Xu, Meimei; Yang, Xigui; Stefaniak, Jill – TechTrends: Linking Research and Practice to Improve Learning, 2022
Teachers' decisions for instructional design and technology integration influence their teaching practices and student learning performances. Technology-integrated learning environments have been widely leveraged due to the recent global health crisis and student learning needs (Polly et al., "TechTrends," 65(3), 240-242 2021). Teachers…
Descriptors: Preservice Teachers, Instructional Design, Decision Making, Technology Integration
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Giblin, Joan; Stefaniak, Jill – TechTrends: Linking Research and Practice to Improve Learning, 2021
College students often need to seek academic help, especially in online environments. Students may choose from variety of options for help, including their instructor, the internet, and friends. Current research efforts fail to fully explain undergraduate students' source selection process available in a real-world context. A holistic,…
Descriptors: Decision Making, Heuristics, Help Seeking, Undergraduate Students
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Giblin, Joan; Stefaniak, Jill; Eckhoff, Angela; Luo, Tian – Journal of Computing in Higher Education, 2021
This study identifies factors that influence undergraduate students' selection of a source of help. Learners engage in intentional decisions to seek help from human and non-human sources to resolve gaps in knowledge. Previous research in academic help-seeking assumed learners sought only human sources of assistance, resulting in a narrow…
Descriptors: Undergraduate Students, Decision Making, Help Seeking, Selection
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Stefaniak, Jill; Luo, Tian; Xu, Meimei – Educational Technology Research and Development, 2021
Digital learning environments are dynamic systems that require learning designers to leverage environmental conditions and the needs of their learners. While many frameworks and studies have explored pedagogical reasoning, little emphasis has been placed on the dynamic decision-making processes of learning designers. To advance the exploration of…
Descriptors: Thinking Skills, Decision Making, Teaching Methods, Instructional Design
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Stefaniak, Jill – TechTrends: Linking Research and Practice to Improve Learning, 2021
Despite the call for instructional designers to employ design thinking as a means to foster creativity in problem-solving, many students struggle with enacting creative risk. While several studies have been conducted studying how instructional designers engage in problem-solving to contend with project constraints, few have addressed whether this…
Descriptors: Creativity, Risk, Instructional Design, Problem Solving
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Xu, Meimei; Stefaniak, Jill – TechTrends: Linking Research and Practice to Improve Learning, 2021
While several studies have been conducted exploring teachers' pedagogical reasoning practices, few studies have explored the influence of learning audiences' impact on teacher's decisions related to technology integration in early childhood classrooms. The purpose of this study was to provide a systematic review of empirical studies that have…
Descriptors: Student Attitudes, Teaching Methods, Decision Making, Technology Integration
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Csikar, Elizabeth; Stefaniak, Jill – TechTrends: Linking Research and Practice to Improve Learning, 2021
The use of heuristics as an instructional strategy enable instructors to provide students with problem-solving strategies that can be adapted and modified for different contexts and experiences. The purpose of this study was to examine the use of heuristics by students and gain insight into the thought process behind their problem-solving skills.…
Descriptors: Heuristics, Decision Making, Problem Solving, College Students
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Sentz, Justin; Stefaniak, Jill – TechTrends: Linking Research and Practice to Improve Learning, 2019
Research focusing on the complexities faced by instructional designers have called for pedagogical strategies to equip instructional designers with the ability to problem solve and make decisions. One of the most widely studied strategies for managing cognitive load is the use of worked examples, which provides an alternative to traditional…
Descriptors: Instructional Design, Problem Solving, Decision Making, Cognitive Processes
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Hoard, Brent; Stefaniak, Jill; Baaki, John; Draper, Darryl – Educational Technology Research and Development, 2019
This study explored the interaction of multimedia production competencies of expert and novice instructional designers on the design decisions made during the instructional design process/workflow. This multiple measures study used qualitative survey instruments to access and measure the production competencies of participants, then a design aloud…
Descriptors: Multimedia Instruction, Multimedia Materials, Instructional Design, Decision Making
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Mills, Erin; Stefaniak, Jill; Luo, Tian; Glass, Chris – TechTrends: Linking Research and Practice to Improve Learning, 2020
The factors that influence and impact graduate students in the context of their career decision-making within an instructional design graduate program remain unexplored. This mixed methods study captured actual career-related difficulties of graduate instructional design students through a conceptual framework based on Bandura (1986) and Lent et…
Descriptors: Career Choice, Decision Making, Instructional Design, Graduate Students