Students

Validity Evidence for Measurement in Mathematics Education (V-M2ED) (Collaborative Research: Bostic)

The purpose of this project is to fully explore the mathematics education literature to synthesize what validity evidence is available for quantitative assessments in mathematics education.

Lead Organization(s): 
Partner Organization(s): 
Award Number: 
1920621
Funding Period: 
Thu, 08/01/2019 to Wed, 07/31/2024
Full Description: 

As education has shifted more towards data-driven policy and research initiatives in the last several decades, data for policy-related aspects are often expected to be more quantitative in nature.  This has led to the increase in use of more quantitative measures in STEM education, including mathematics education. Unfortunately, evidence regarding the validity and reliability of mathematics education measures is lacking. Furthermore, the evidence for validity for quantitative tools and measures is not conceptualized or defined consistently by researchers in the field. The purpose of this project is to fully explore the mathematics education literature to synthesize what validity evidence is available for quantitative assessments in mathematics education. Drawing on the results of the synthesis study, the researchers will design, curate, and disseminate a repository of quantitative assessments used in mathematics education teaching and research. The researchers will also create materials and online training for a variety of scholars and practitioners to use the repository.

The team will address two main research questions: 1) How might validity evidence related to quantitative assessments used in mathematics education research be categorized and described? and 2) What validity evidence exists for quantitative instruments used in mathematics education scholarship since 2000? Researchers will use a cross-comparative methodology which involves conducting a literature search and then analyzing and categorizing features of instruments. The research team will examine cases (i.e., assessments described in manuscripts) in which quantitative instruments have been used, alongside specific features such as the construct measured, evidence related to sources of validity, and study sample. The team will then design, develop, and deploy a free online digital repository for the categorization of instruments and describe their associated validity evidence.

Students and Teachers Learning from Nature: Studying Biologically Inspired Design in High School Engineering Education

In this project, high school engineering teachers will spend five weeks in a research lab devoted to biologically-inspired design, as they partner with cutting-edge engineers and scientists to study animal features and behavior and their applications to engineering designs. After this lab experience, the high school teachers will receive three six- to ten-week curricular units, tailored for tenth- through twelfth-grade students, which teach biologically-inspired design in the context of problems that are relevant to youth.

Award Number: 
1907906
Funding Period: 
Thu, 08/01/2019 to Mon, 07/31/2023
Full Description: 

Scientists and engineers often learn from nature to develop new products that benefit society, a process called biologically-inspired design. Aerospace engineers, for example, have studied the intricate folding patterns in ladybugs' wings to gain ideas for designing more compact satellites. In this project, high school engineering teachers will spend five weeks in a research lab devoted to biologically-inspired design, as they partner with cutting-edge engineers and scientists to study animal features and behavior and their applications to engineering designs. After this lab experience, the high school teachers will receive three six- to ten-week curricular units, tailored for tenth- through twelfth-grade students, which teach biologically-inspired design in the context of problems that are relevant to youth. The teachers will also participate in ongoing professional development sessions that demonstrate strategies for teaching these units. The research team will study whether and how the lab and professional development experiences influence the teachers' understandings of engineering and perspectives toward nature, among other outcomes. Additionally, the research team will study whether the curricular units are associated with positive learning outcomes for students. The curricula and professional development modules will be shared publicly through online resources and teacher workshops, and research findings will be widely disseminated through journals. Because previous research has suggested that biologically-inspired design is a promising approach for attracting and retaining women in engineering careers, this project is likely to result in products that foster high school girls' interest in engineering during a critical period when they are imagining their future career trajectories. Moreover, these products are likely to fuel national innovation by teaching students how to look to nature to find answers to pressing problems, and by generating knowledge about motivational educational approaches that encourage a wider range of high school students to pursue engineering careers.

This project addresses the persistent underrepresentation of girls in engineering careers by developing and testing three sets of curricula that are expected to lead to positive outcomes among high school females. These curricula incorporate biologically-inspired engineering, humanistic engineering, a focus on sustainability and ideation, and authentic design contexts. Ten high school teachers will participate in extensive professional development experiences that prepare them to effectively teach the curricula. These experiences include a five-week lab experience with scientists who are applying biologically-inspired design; a one-week workshop demonstrating strategies for teaching the units; weekly implementation meetings; and web-based professional development modules. To study the effect of the professional development on teachers, researchers will collect curriculum design logs, teacher enactment surveys, and engineering teaching self-efficacy surveys; they will also conduct classroom observations and interviews. Qualitative analyses of these sources will indicate whether and how the professional development affected teachers' understanding of the engineering design process, engineering teaching self-efficacy, and perspective toward the natural and designed world. To study the effect of the curricula on over 1,100 high school students, researchers will use a pre-post design with validated measures to determine whether the curricula are associated with greater understanding and use of the engineering design process; ability to generate well-formulated engineering design problems; engineering self-efficacy; attitudes toward the natural and designed world; sustainability awareness; and intent to persist in engineering. Subsequently, a quasi-experimental design with a matched comparison group will enable the researchers to determine whether the treatment group outperformed the comparison group on pre-post measures. Qualitative analysis of focus groups and interviews with a sub-set of high school girls will indicate whether and how the curricula supported their sense of belonging in engineering. This project is designed to advance knowledge and practice in engineering education for high school students, especially among girls, ultimately resulting in broadening participation in engineering pathways.

Developing and Investigating Unscripted Mathematics Videos

This project will use an alternative model for online videos to develop video units that feature the unscripted dialogue of pairs of students. The project team will create a repository of 6 dialogic mathematics video units that target important Algebra 1 and 2 topics for high school and upper middle school students, though the approach can be applied to any STEM topic, for any age level.

Lead Organization(s): 
Award Number: 
1907782
Funding Period: 
Sun, 09/01/2019 to Thu, 08/31/2023
Full Description: 

This project responds to the recent internet phenomenon of widespread accessibility to online instructional videos, which offer many benefits, such as student control of the pace of learning. However, these videos primarily focus on a single speaker working through procedural problems and providing an explanation. While the immense reach of free online instructional videos is potentially transformative, this potential can only be attained if access transcends physical availability to also include entry into important disciplinary understandings and practices, and only if the instructional method pushes past what would be considered outdated pedagogy in any other setting than a digital one. This project will use an alternative model for online videos, originally developed for a previous exploratory project, to develop 6 video units that feature the unscripted dialogue of pairs of students. The project team will use the filming and post-production processes established during the previous grant to create a repository of 6 dialogic mathematics video units that target important Algebra 1 and 2 topics for high school and upper middle school students, though the approach can be applied to any STEM topic, for any age level. They will also conduct 8 research studies to investigate the promise of these unscripted dialogic videos with a diverse population to better understand the vicarious learning process, which refers to learning from video- or audio-taped presentations of other people learning. Additionally, the project team will provide broader access to the project videos and support a variety of users, by: (a) subtitling the videos and checking math task statements for linguistic accessibility; (b) representing diversity of race, ethnicity, and language in both the pool of students who appear in the videos and the research study participants; (c) providing teachers with an array of resources including focus questions to pose in class with each video, printable task worksheets, specific ways to support dialogue about the videos, and alignment of the video content with Common Core mathematics standards and practices; and (d) modernizing the project website and making it functional across a variety of platforms.

The videos created for this project will feature pairs of students (called the talent), highlighting their unscripted dialogue, authentic confusion, and conceptual resources. Each video unit will consist of 7 video lessons (each split into 4-5 short video episodes) meant to be viewed in succession to support conceptual development over time. The project will build upon emerging evidence from the exploratory grant that as students engage with videos that feature peers grappling with complex mathematics, they can enter a quasi-collaborative relationship with the on-screen talent to learn complex conceptual content and engage in authentic mathematical practices. The research focuses on the questions: 1. What can diverse populations of vicarious learners learn mathematically from dialogic videos, and how do the vicarious learners orient to the talent in the videos? 2. What is the nature of vicarious learners' evolving ways of reasoning as they engage with multiple dialogic video lessons over time and what processes are involved in vicarious learning? and, 3. What instructional practices encourage a classroom community to adopt productive ways of reasoning from dialogic videos? To address the first question, the project team will conduct two Learning Outcomes and Orientation Studies, in which they analyze students' learning outcomes and survey responses after they have learned from one of the video units in a classroom setting. Before administering an assessment to a classroom of students, they will first conduct an exploratory Interpretation Study for each unit, in which they link the mathematical interpretations that VLs generate from viewing the project videos with their performance on an assessment instrument. Both types of studies will be conducted twice, once for each of two video units - Exponential Functions and Meaning and Use of Algebraic Symbols. For the second research question, the project team will identify a learning trajectory associated with each of four video units. These two learning trajectories will inform the instructional planning for the classroom studies by identifying what meaningful appropriation can occur, as well as conceptual challenges for VLs. By delivering learning trajectories for two additional units, the project can contribute to vicarious learning theory by identifying commonalities in learning processes evident across the four studies. For the final research question, the project team will investigate how instructors can support students with the instrumental genesis process, which occurs through a process called instrumental orchestration, as they teach the two videos on exponential functions and algebraic symbols.

Science Learning through Embodied Performances in Elementary and Middle School

This project's approach uses two types of embodied performances: experiential performances that engage learners in using their bodies to physically experience scientific phenomena (e.g., the increase of heart rate during exercise), and dramatic performances where learners act out science ideas (e.g., the sources and impact of air pollution) with gestures, body movement, dances, role-plays, or theater productions.

Project Email: 
Award Number: 
1908272
Funding Period: 
Thu, 08/01/2019 to Sun, 07/31/2022
Project Evaluator: 
Full Description: 

There is a need to develop ways of making scientific ideas and practices more accessible to students, in particular students in elementary grades and from populations underrepresented in STEM disciplines. Learning science involves the construction of scientific knowledge and science identities, both of which can be supported by science instruction that integrates scientific practices with theater and literacy practices. This project's approach uses two types of embodied performances: experiential performances that engage learners in using their bodies to physically experience scientific phenomena (e.g., the increase of heart rate during exercise), and dramatic performances where learners act out science ideas (e.g., the sources and impact of air pollution) with gestures, body movement, dances, role-plays, or theater productions. Body movements, positions, and actions along with language and other modes of representation are employed as critical constituents of meaning making, which offer learners opportunities to understand science core ideas, crosscutting concepts, and scientific practices by dramatizing them for and with others. This project is adding to the limited science education literature on the use, value, and impact of embodied performances in science classrooms, and on the brilliance, ingenuity, and science knowledge that all youth, and particularly historically marginalized young people, have and can further develop in urban school classrooms.

This project's research focuses on understanding how embodied performances of science concepts and processes can shape classroom science learning, and how their impact is similar and/or different across science topics, elementary and middle school grade levels, and as the school year progresses. It explores the kinds of science ideas students learn, the multimodal literacy practices in which they engage, and the science identities they construct. The research attends to learning for all young people with a specific focus on children from historically marginalized groups in STEM. Using design-based research, the project team (students and teachers in Chicago Public Schools, teaching artists, and researchers) designs embodied performances that are implemented, studied, and revised throughout the project's duration. Ten teachers participate in professional development to learn relevant theater practices (including adaptation, workshopping, and inter- and intra-personal embodiment practices), to strengthen their science understandings, and to learn ways of intertwining both in their teaching. They are subsequently supported by teaching artists through the implementation of various activities in their classrooms, eventually implementing them without any scaffolding. Data sources include fieldnotes during classwork related to embodied performances; written materials, images, sound files, and other digital productions created to enhance, share, expand, and/or support performances; ongoing written student reflections on learning science and the role of embodied performances; regular assessments found in the science curriculum; reflective conversations with student teams about their embodied performances; one-on-one semi-structured interviews with 6 focal students per classroom about science identity development twice in a school year; video of classwork related to embodied performances; and video of science ideas performed by students to school and community audiences. Analyses include structured and focused coding of qualitative data, multimodal discourse analysis, and content analysis. The findings of this research are providing empirical evidence of the value and impact of integrating performing-arts practices into science teaching and learning and the potential of this approach to transform urban science classrooms into spaces where young people from marginalized groups find access to science to engage with it creatively and deeply.

Alternative video text
Alternative video text: 

Learning Trajectories as a Complete Early Mathematics Intervention: Achieving Efficacies of Economies at Scale

The purpose of this project is to test the efficacy of the Learning and Teaching with Learning Trajectories (LT2) program with the goal of improving mathematics teaching and thereby increasing young students' math learning. LT2 is a professional development tool and a curriculum resource intended for teachers to be used to support early math instruction and includes the mathematical learning goal, the developmental progression, and relevant instructional activities.

Lead Organization(s): 
Award Number: 
1908889
Funding Period: 
Mon, 07/01/2019 to Sun, 06/30/2024
Full Description: 

U.S. proficiency in mathematics continues to be low and early math performance is a powerful predictor of long-term academic success and employability. However, relatively few early childhood degree programs have any curriculum requirements focused on key mathematics topics. Thus, teacher professional development programs offer a viable and promising method for supporting and improving teachers' instructional approaches to mathematics and thus, improving student math outcomes. The purpose of this project is to test the efficacy of the Learning and Teaching with Learning Trajectories (LT2) program with the goal of improving mathematics teaching and thereby increasing young students' math learning. LT2 is a professional development tool and a curriculum resource intended for teachers to be used to support early math instruction. The LT2 program modules uniquely include the mathematical learning goal, the developmental progression, and relevant instructional activities. All three aspects are critical for high-quality and coherent mathematics instruction in the early grades.

This project will address the following research questions: 1) What are the medium-range effects of LT2 on student achievement and the achievement gap? 2) What are the short- and long-term effects of LT2 on teacher instructional approach, beliefs, and quality? and 3) How cost effective is the LT2 intervention relative to the original Building Blocks intervention? To address the research questions, this project will conduct a multisite cluster randomized experimental design, with 90 schools randomly assigned within school districts to either experimental or control groups. Outcome measures for the approximately 250 kindergarten classrooms across these districts will include the Research-based Elementary Math Assessment, observations of instructional quality, a questionnaire focused on teacher beliefs and practices, in addition to school level administrative data. Data will be analyzed using multi-level regression models to determine the effect of the Learning Trajectories intervention on student learning.

Developing and Validating Early Assessments of College Readiness: Differential Effects for Underrepresented Groups, Optimal Timing of Assessments, and STEM-Specific Indicators

This purpose of this project is to develop and validate a range of assessments with a focus on academic preparedness for higher education. The team will explore relevant qualities of assessments such as their differential predictive validity to ensure they are appropriate for underrepresented groups, the optimal grade level to begin assessing readiness, and measures that are most appropriate for predicting STEM-specific readiness.

Project Email: 
Award Number: 
1908630
Funding Period: 
Mon, 07/15/2019 to Wed, 06/30/2021
Project Evaluator: 
Full Description: 

One third of all college freshmen are academically unprepared for entry-level college coursework and require remedial course. That figure is much higher at many colleges. The problem is more acute in STEM disciplines, particularly among students from underrepresented ethnic groups and low socioeconomic status families. This purpose of this project is to develop and validate a range of assessments with a focus on academic preparedness for higher education. The team will explore relevant qualities of assessments such as their differential predictive validity to ensure they are appropriate for underrepresented groups, the optimal grade level to begin assessing readiness, and measures that are most appropriate for predicting STEM-specific readiness.

This project will use two recent and complementary large-scale, nationally representative federal databases: the High School Longitudinal Study of 2009 and the Education Longitudinal Study of 2002. Factor analysis will be used to develop composite variables of college readiness and multilevel regression will be used to develop predictive models on a range of college outcomes to test the predictive validity of composite and individual predictors. The models will be extended to conduct multiple group analyses to test for differential prediction for students from underrepresented groups. The project intends to promote 1) the use of a wider range of assessments of academic preparedness, 2) the use of measures that are more sensitive for assessing college readiness from underrepresented groups and among STEM majors, 3) earlier assessment using indicators and models with predictive validity and 4) progress monitoring of college readiness by providing a detailed example of how that can be developed and implemented. Findings will also raise student, parental, teacher, and other school personnel awareness of the range of factors relevant for preparing students for college.

Alternative video text
Alternative video text: 

Case Studies of a Suite of Next Generation Science Instructional, Assessment, and Professional Development Materials in Diverse Middle School Settings

This project addresses a gap between vision and implementation of state science standards by designing a coordinated suite of instructional, assessment and teacher professional learning materials that attempt to enact the vision behind the Next Generation Science Standards. The study focuses on using state-of-the-art technology to create an 8-week long, immersive, life science field experience organized around three investigations.

Lead Organization(s): 
Award Number: 
1907944
Funding Period: 
Mon, 07/01/2019 to Fri, 06/30/2023
Full Description: 

New state science standards are ambitious and require important changes to instructional practices, accompanied by a coordinated system of curriculum, assessment, and professional development materials. This project addresses a gap between vision and implementation of such standards by designing a coordinated suite of instructional, assessment and teacher professional learning materials that attempt to enact the vision behind the Next Generation Science Standards. The study focuses on the design of such materials using state-of-the-art technology to create an 8-week long, immersive, life science field experience organized around three investigations. Classes of urban students in two states will collect data on local insect species with the goal of understanding, sharing, and critiquing environmental management solutions. An integrated learning technology system, the Learning Navigator, draws on big data to organize student-gathered data, dialogue, lessons, an assessment information. The Learning Navigator will also amplify the teacher's role in guiding and fostering next generation science learning. This project advances the field through an in-depth exploration of the goals for the standards documents. The study begins to address questions about what works when, where, and for whom in the context of the Next Generation Science Standards.

The project uses a series of case studies to create, test, evaluate and refine the system of instructional, assessment and professional development materials as they are enacted in two distinct urban school settings. It is designed with 330 students and 22 teachers in culturally, racially and linguistically diverse, under-resourced schools in Pennsylvania and California. These schools are located in neighborhoods that are economically challenged and have students who demonstrate patterns of underperformance on state standardized tests. It will document the process of team co-construction of Next Generation Science-fostering instructional materials; develop assessment tasks for an instructional unit that are valid and reliable; and, track the patterns of use of the instructional and assessment materials by teachers. The study will also record if new misconceptions are revealed as students develop Next Generation Science knowledge,  comparing findings across two diverse school locations in two states. Data collection will include: (a) multiple types of data to establish validity and reliability of educational assessments, (b) the design, evaluation and use of a classroom observation protocol to gather information on both frequency and categorical degree of classroom practices that support the vision, and (c) consecutive years of ten individual classroom enactments through case studies analyzed through cross-case analyses. This should lead to stronger and better developed understandings about what constitutes strong Next Generation Science learning and the classroom conditions, instructional materials, assessments and teacher development that foster it.

Streams of Data: Nurturing Data Literacy in Young Science Learners (Collaborative Research: Robeck)

This project will develop an approach to support fourth grade students' data literacy with complex, large-scale, professionally collected data sets. The work will focus on analytical thinking as a subset of data literacy, specifically evaluating and interpreting data. The project will teach students about working with geoscience data, which connect to observable, familiar aspects of the natural world and align with Earth science curriculum standards.

Award Number: 
1906286
Funding Period: 
Mon, 07/01/2019 to Thu, 06/30/2022
Full Description: 

These skills are essential for working with scientific data sets, but educators know very little about how to prepare students for the issues involved in making appropriate inferences from data. The need is compounded by the fact that studies that exist have worked with data sets that students themselves collected, whereas the many electronic data sets, proliferating in the public domain, pose different challenges. This project will develop an approach to support fourth grade students' data literacy with complex, large-scale, professionally collected data sets. The work will focus on analytical thinking as a subset of data literacy, specifically evaluating and interpreting data. The project will teach students about working with geoscience data, which connect to observable, familiar aspects of the natural world and align with Earth science curriculum standards. An interdisciplinary team of educators, researchers, and scientists from the Oceans of Data Institute at Educational Development Center and the American Geological Institute will (1) conduct baseline research to understand students' natural affinities for understanding inference from complex data and phenomena; (2) develop and test scaffolding activities that leverage students' intellectual assets and minimize barriers to analytical thinking with professionally collected data; and (3) examine the degree to which the resulting activities support students to do productive work with professionally collected data. In developing an instructional approach, the project informs generally how professionally collected, scientific data can be used to support elementary students to develop data literacy skills.

Hypothesizing that science, technology, engineering, and mathematics (STEM) education generally can benefit from the instructional use of complex, large, interactive, and professionally-collected (CLIP) data sets (e.g., related to precipitation, stream flow, and groundwater levels), this study will explore approaches to integrating those data into fourth grade classroom instruction. The research is based on a premise that students who engage with CLIP data early in their classroom STEM experiences will develop skills and attitudes that promote meaningful analyses of those data earlier than if that exposure is delayed until secondary courses. The project will use a three-phase iterative design that will unfold in three urban and suburban school districts in Virginia and Maryland. Phase one will focus on creating a baseline of the reasoning students employ when making inferences from data. It will involve 45 students from grades 3-5 in targeted interviews, which will be recorded, transcribed and analyzed. Phases two and three will focus on design and development in grade 4. Phase two will develop and test activities through an iterative design plan that employs a semi-clinical method with small groups of students. Phase three will implement the activities that result from that process in six classrooms across three districts with approximately 150 students. A scoring rubric that captures student learning will be constructed in phase two and used to measure impacts of the field testing in phase three. Observations and interviews will also be conducted at field sites to understand what students learn about analytical thinking from the activities.

Streams of Data: Nurturing Data Literacy in Young Science Learners (Collaborative Research: Kochevar)

This project will develop an approach to support fourth grade students' data literacy with complex, large-scale, professionally collected data sets. The work will focus on analytical thinking as a subset of data literacy, specifically evaluating and interpreting data. The project will teach students about working with geoscience data, which connect to observable, familiar aspects of the natural world and align with Earth science curriculum standards.

Partner Organization(s): 
Award Number: 
1906264
Funding Period: 
Mon, 07/01/2019 to Thu, 06/30/2022
Full Description: 

These skills are essential for working with scientific data sets, but educators know very little about how to prepare students for the issues involved in making appropriate inferences from data. The need is compounded by the fact that studies that exist have worked with data sets that students themselves collected, whereas the many electronic data sets, proliferating in the public domain, pose different challenges. This project will develop an approach to support fourth grade students' data literacy with complex, large-scale, professionally collected data sets. The work will focus on analytical thinking as a subset of data literacy, specifically evaluating and interpreting data. The project will teach students about working with geoscience data, which connect to observable, familiar aspects of the natural world and align with Earth science curriculum standards. An interdisciplinary team of educators, researchers, and scientists from the Oceans of Data Institute at Educational Development Center and the American Geological Institute will (1) conduct baseline research to understand students' natural affinities for understanding inference from complex data and phenomena; (2) develop and test scaffolding activities that leverage students' intellectual assets and minimize barriers to analytical thinking with professionally collected data; and (3) examine the degree to which the resulting activities support students to do productive work with professionally collected data. In developing an instructional approach, the project informs generally how professionally collected, scientific data can be used to support elementary students to develop data literacy skills.

Hypothesizing that science, technology, engineering, and mathematics (STEM) education generally can benefit from the instructional use of complex, large, interactive, and professionally-collected (CLIP) data sets (e.g., related to precipitation, stream flow, and groundwater levels), this study will explore approaches to integrating those data into fourth grade classroom instruction. The research is based on a premise that students who engage with CLIP data early in their classroom STEM experiences will develop skills and attitudes that promote meaningful analyses of those data earlier than if that exposure is delayed until secondary courses. The project will use a three-phase iterative design that will unfold in three urban and suburban school districts in Virginia and Maryland. Phase one will focus on creating a baseline of the reasoning students employ when making inferences from data. It will involve 45 students from grades 3-5 in targeted interviews, which will be recorded, transcribed and analyzed. Phases two and three will focus on design and development in grade 4. Phase two will develop and test activities through an iterative design plan that employs a semi-clinical method with small groups of students. Phase three will implement the activities that result from that process in six classrooms across three districts with approximately 150 students. A scoring rubric that captures student learning will be constructed in phase two and used to measure impacts of the field testing in phase three. Observations and interviews will also be conducted at field sites to understand what students learn about analytical thinking from the activities.

Developing an Online Game to Teach Middle School Students Science Research Practices in the Life Sciences Collaborative Research: Metcalf)

This project will develop and research AquaLab 9, an online video game to engage middle school students in learning science research practices in life sciences content. By engaging in science research practices, students will develop intellectual skills that link directly to many state academic standards and are important for developing STEM literacy and pursuing STEM career pathways.

Lead Organization(s): 
Award Number: 
1907398
Funding Period: 
Mon, 07/01/2019 to Fri, 06/30/2023
Full Description: 

The project will develop and research AquaLab 9, an online video game to engage middle school students in learning science research practices in life sciences content. By engaging in science research practices, students will develop intellectual skills that link directly to many state academic standards and are important for developing Science, Technology, Engineering, and Math (STEM) literacy and pursuing STEM career pathways. Learners will take on the role of a scientist working at an ocean-floor research station, cut off from the surface due to a catastrophe. They must identify problems, design experiments, create models, and argue from evidence to lead the station to survival. Learners will be challenged with highly relevant, contemporary issues such as waste management, energy use/production/storage, and ecological sustainability in the setting of a fantastical story. Designed for Grades 5-8, the game will be playable in 30-minute segments and will work on Chromebooks and tablet computers. The game will involve 40 educators in a yearlong fellowship where they will become co-designers, steer the project to serve the diverse students they represent, learn about games in education, facilitate playtests in their classrooms, and report their experiences to peers. The resulting game, in English and Spanish, will be utilized by at least 162,000 students by the end of the project and hundreds of thousands more after the project is completed. The project will broaden access through digital distribution and minimal technology requirements, which will create a low-cost opportunity for students to engage in science practices, even in schools where time, equipment, or expertise are not available.

Learning progressions are the steps that students go through when they are learning about a topic. The project will research how learning progressions can provide a framework for educational game design. These progressions will be empirically derived from large audience game play data. The game can thus be designed to create personalized interventions for students to improve learning outcomes. Project research will use an approach called stealth assessment, which analyzes data from students' game behavior without requiring a disruption or intervention in the game activities. This project will use this approach for developing empirically validated understandings of how different students develop their science practices. Based on this research, the game will be revised to improve student learning by providing individualized feedback to each student.

Pages

Subscribe to Students