Project Grant 2320872
- This Project Grant award from the National Science Foundation (NSF) Social, Behavioral, and Economic Sciences (CFDA 47.075) program provides $106,000 to the Research Foundation of the City University of New York (RFCUNY) to conduct research on designing smart environments to enhance collective learning and creativity. The key products and services to be delivered under this 3-year award include: Developing large-scale online experiments and computational models to investigate how technological...
- This National Science Foundation (NSF) Project Grant award under the Social, Behavioral, and Economic Sciences (CFDA 47.075) program provides $225,974 to Cornell University to investigate how technological augmentations can enhance the learning and effectiveness of work teams, community groups, classrooms, and other collectives. The research examines the parameters that drive group-directed learning in areas such as cooperative behavior, collective intelligence, and collective creativity. The...
- This Project Grant from the National Science Foundation's Social, Behavioral, and Economic Sciences program, titled "Promoting the Self-Regulated Use of Effective Learning Strategies in Gateway Undergraduate STEM Courses", provides $138,000 to support research investigating the effectiveness of a multi-component strategy training intervention on student learning and achievement in undergraduate chemistry and biology courses. The grant sponsors two large-scale experiments at Texas...
- This $399,988 federal Project Grant award from the National Science Foundation (NSF) under the STEM Education (CFDA 47.076) program aims to develop and test technology-based interventions to help introductory biology students improve self-regulation and learning. The project, led by the University of Colorado, will engage over 2,000 introductory biology students annually in reflective practices focused on motivation, metacognition, and self-regulation. The interventions will be integrated into a...
- This $323,388 award from the National Science Foundation's (NSF) Social, Behavioral, and Economic Sciences (CFDA 47.075) program supports a collaborative research project to examine how smart technological environments can be optimized to augment collective learning and creativity. The research aims to investigate the parameters that drive group-directed learning in three key areas: cooperative behavior, collective intelligence, and collective creativity. The project involves large-scale...
- This $1.7 million project grant from the National Science Foundation's STEM Education program (CFDA 47.076) will fund the development of a novel AI-powered student support system to improve metacognitive calibration skills at the University of Illinois from August 2022 to July 2025. The project aims to research methods for enhancing students' ability to accurately estimate their own level of knowledge using short, personalized training exercises delivered through a decentralized AI framework....
- This three-year, $375,000 project grant from the National Science Foundation's National Center for Science and Engineering Statistics, operating under the Social, Behavioral, and Economic Sciences program (CFDA 47.075), will develop tools to analyze process data from computer-based educational assessments and adaptive designs for testing and learning. The Columbia University researchers will focus on statistical learning methods to understand students' cognitive processes using log file data...
- This National Science Foundation project grant of $379,901 provides funding from October 2021 through March 2024 to develop a computational framework for analyzing individual and group behaviors and social interactions in face-to-face meetings. Funded under the Computer and Information Science and Engineering program, the award supports research at the State University of New York at Buffalo to apply machine learning and social dynamics modeling to video data capturing students collaborating...
- This $640,000 Project Grant awarded by the National Science Foundation's STEM Education program (CFDA 47.076) will fund a 9-month training institute to improve the methodological skills of STEM education researchers for conducting modern meta-analyses. The institute will provide online pre-workshop activities, a 5-day in-person intensive workshop, and post-workshop support to enable participants to develop meta-analysis research projects that explore the effectiveness of STEM education...
- This Project Grant award for $269,920 from the National Science Foundation (NSF) Division of Information and Intelligent Systems under the Computer and Information Science and Engineering program (CFDA 47.070) will support the development of community-based tools to enhance students' self-regulated learning of parallel programming. The project will focus on engaging students in metacognitive processes to improve their learning of parallel programming concepts. Key activities include developing a...
ENHANCING SCIENCE LEARNING AND COLLABORATION THROUGH SOCIAL METACOGNITION -THIS PROJECT AIMS TO SERVE THE NATIONAL INTEREST BY ENHANCING SCIENCE LEARNING AND COLLABORATION FOR UNDERGRADUATE STUDENTS IN BIOLOGY AND BIOCHEMISTRY. THE NATION?S ABILITY TO STAY ON THE LEADING EDGE OF SCIENTIFIC DEVELOPMENT HINGES ON A STEM WORKFORCE WITH WELL-DEVELOPED COLLABORATION SKILLS. SOME EVIDENCE SUGGESTS THAT SUCCESSFUL COLLABORATION DEPENDS ON SOCIAL METACOGNITION, OR THE AWARENESS AND REGULATION OF ANOTHER?S THINKING. SOCIAL METACOGNITION OCCURS WHEN ONE PERSON STIMULATES METACOGNITION IN ANOTHER. THIS HAPPENS WHEN ONE PERSON MONITORS OR EVALUATES THEIR OWN UNDERSTANDING OR ANOTHER?S UNDERSTANDING OUT LOUD FOR OTHERS TO HEAR. THIS PROJECT WILL USE BOTH QUALITATIVE AND QUANTITATIVE METHODS TO ANALYZE AUDIO AND VIDEO DATA FROM INTRODUCTORY COLLEGE BIOLOGY LABS AND BIOCHEMISTRY CLASSROOMS TO DETERMINE HOW SOCIAL METACOGNITION AND STUDENTS? PERCEPTIONS OF SOCIAL METACOGNITION IMPACT COLLABORATION IN THESE CONTEXTS. THIS PROJECT WILL RESULT IN FUNDAMENTAL KNOWLEDGE AND UNDERSTANDING OF HOW SOCIAL METACOGNITION IMPACTS COLLABORATION. ADDITIONALLY, THIS PROJECT WILL ALLOW THE PRINCIPAL INVESTIGATOR (PI) TO DEVELOP SKILLS IN FUNDAMENTAL STEM EDUCATION RESEARCH THROUGH MENTORING AND FORMAL LEARNING OPPORTUNITIES. THE GOALS OF THIS PROJECT ARE TO GENERATE FUNDAMENTAL KNOWLEDGE ABOUT SOCIAL METACOGNITION?S IMPACT ON COLLABORATION AND TO BUILD CAPACITY IN THE PI TO CONDUCT HIGH QUALITY FUNDAMENTAL STEM EDUCATION RESEARCH. TO MEET THESE GOALS, THIS MIXED METHODS PROJECT WILL 1) CHARACTERIZE SOCIAL METACOGNITION THAT OCCURS ACROSS SCIENCE CONTEXTS AND ITS IMPACT ON COLLABORATION, AND 2) DETERMINE HOW STUDENTS? PERCEPTIONS OF NATURALLY-OCCURRING SOCIAL METACOGNITION VARY ACROSS DIFFERENT SCIENCE CONTEXTS. TO ACCOMPLISH THE FIRST OBJECTIVE, STATISTICAL DISCOURSE ANALYSIS, A FORM OF DYNAMIC MULTILEVEL HIERARCHICAL LINEAR MODELING, WILL BE USED TO TEST HYPOTHESES ABOUT HOW SOCIAL METACOGNITION AND OTHER EXPLANATORY VARIABLES IMPACT COLLABORATION IN TWO SCIENCE CLASS CONTEXTS. THE USE OF STATISTICAL DISCOURSE ANALYSIS WILL ENABLE STRONG INFERENCES TO BE MADE IN A FIELD THAT TRADITIONALLY CENTERS QUALITATIVE METHODS. TO ACCOMPLISH THE SECOND OBJECTIVE, INDIVIDUAL STUDENTS FROM INTRODUCTORY BIOLOGY LABS AND BIOCHEMISTRY COURSES WILL BE SHOWN SELECTED VIDEO CLIPS OF NATURALLY-OCCURRING SOCIAL METACOGNITION FROM THEIR GROUP WORK SESSIONS AND ASKED TO RECALL WHAT THEY WERE THINKING AND FEELING IN THE MOMENT. THROUGH THIS STIMULATED RECALL METHOD AND THE LENS OF POLITENESS THEORY, STUDENT PERCEPTIONS OF SOCIAL METACOGNITION WILL BE IDENTIFIED. STUDENT PERCEPTIONS OF SOCIAL METACOGNITION ARE CURRENTLY MISSING FROM THE FIELD AND THIS INFORMATION HAS IMPLICATIONS FOR THE DEVELOPMENT OF SOCIAL METACOGNITION INTERVENTIONS. A PROFESSIONAL DEVELOPMENT PLAN THAT INCLUDES COURSEWORK AND MENTORSHIP FROM EXPERTS IN SOCIAL METACOGNITION, STATISTICAL DISCOURSE ANALYSIS, AND STIMULATED RECALL METHODS WILL ENSURE THE PRIMARY INVESTIGATOR BUILDS THE KNOWLEDGE AND SKILLSET NEEDED TO CARRY OUT THE PROJECT. THIS PROJECT IS SUPPORTED BY NSF?S EDU CORE RESEARCH BUILDING CAPACITY IN STEM EDUCATION RESEARCH (ECR: BCSER) PROGRAM, WHICH IS DESIGNED TO BUILD INVESTIGATORS? CAPACITY TO CARRY OUT HIGH-QUALITY STEM EDUCATION RESEARCH IN THE CORE AREAS OF STEM LEARNING AND LEARNING ENVIRONMENTS, BROADENING PARTICIPATION IN STEM FIELDS, AND STEM WORKFORCE DEVELOPMENT. THIS AWARD REFLECTS NSF'S STATUTORY MISSION AND HAS BEEN DEEMED WORTHY OF SUPPORT THROUGH EVALUATION USING THE FOUNDATION'S INTELLECTUAL MERIT AND BROADER IMPACTS REVIEW CRITERIA.- SUBAWARDS ARE NOT PLANNED FOR THIS AWARD.
Mod # | Description | ReasonForModification | Federal Obligation | Date |
|---|---|---|---|---|
| Not listed | ($213k) | 7/10/25 | ||
| Not listed | $347.8k | 9/10/23 |