Education Commons^™

Social Media Interaction As Informal Science Learning: A Comparison Of Message Design In Two Niches, Lisa Lundgren, Kent J. Crippen, Richard T. Bex Ii

Instructional Technology and Learning Sciences Faculty Publications

Social media provides science learners opportunities to interact with content-specific messages. However, most science-specific social media content is designed to disseminate information instead of encouraging dialog. In this novel, ex post facto exploratory study of a science social media community, we sought to understand the relationships among community member interaction, design elements of messages, and post type on two digital niches (i.e., Facebook and Twitter). Framed by the theory of symbolic interactionism, we conducted a content analysis of 1370 messages that were systematically created by an informal science learning project and found that usage frequency of messaging elements varied by …

Consensual Assessment In The New Domain Of E-Textiles: Comparing Insights From Expert, Quasi-Expert, And Novice Judges, Anthony Phonethibsavads, Maggie Dahn, Kylie Peppler, Deborah A. Fields, Yasmin B. Kafai

Instructional Technology and Learning Sciences Faculty Publications

Establishing what constitutes creativity in a domain is something for which we often look to experts—individuals versed in a domain’s history and able to identify timeworn ideas from fresh ones. Such valuations of creative merit are tied to a familiarity with past and present trends and, therefore, opinions of newcomers are often ignored. However, what about domains that build upon new, unexplored practices? This study examines the creativity ratings of judges with varying expertise in the emergent domain of electronic textiles (or e-textiles). E-textiles are fabrics that have programmable electronics such as sensors and actuators embedded in them toward a …

Identifying Faculty And Peer Interaction Patterns Of First-Year Biology Doctoral Students: A Latent Class Analysis, Soojeong Jeong, Jennifer M. Blaney, David F. Feldon

Instructional Technology and Learning Sciences Faculty Publications

Faculty and peer interactions play a key role in shaping graduate student socialization. Yet, within the literature on graduate student socialization, researchers have primarily focused on understanding the nature and impact of faculty alone, and much less is known about how peer interactions also contribute to graduate student outcomes. Using a national sample of first-year biology doctoral students, this study reveals distinct categories that classify patterns of faculty and peer interaction. Further, we document inequities such that certain groups (e.g., underrepresented minority students) report constrained types of interactions with faculty and peers. Finally, we connect faculty and peer interaction patterns …

Postdocs’ Lab Engagement Predicts Trajectories Of Phd Students’ Skill Development, David F. Feldon, Kaylee Litson, Soojeong Jeong, Jennifer M. Blaney, Jina Kang, Candace Miller, Kimberley Griffin, Josipa Roksa

Instructional Technology and Learning Sciences Faculty Publications

The doctoral advisor—typically the principal investigator (PI)—is often characterized as a singular or primary mentor who guides students using a cognitive apprenticeship model. Alternatively, the “cascading mentorship” model describes the members of laboratories or research groups receiving mentorship from more senior laboratory members and providing it to more junior members (i.e., PIs mentor postdocs, postdocs mentor senior graduate students, senior students mentor junior students, etc.). Here we show that PIs’ laboratory and mentoring activities do not significantly predict students’ skill development trajectories, but the engagement of postdocs and senior graduate students in laboratory interactions do. We found that the cascading …

Co-Design Of An Orchestration Tool: Supporting Engineering Teaching Assistants As They Facilitate Collaborative Learning., Luettamae Lawrence, Emma Mercier

Instructional Technology and Learning Sciences Faculty Publications

This paper describes a design-based implementation research (DBIR) project, focused on the co-design and implementation of an orchestration tool for teaching assistants (TAs) in required engineering classes. Building on our collaboration with the engineering department, we identified a need for a tool that provides insight into groups to help TAs intervene in realtime. This paper presents two phases of our iterative co-design process. The first phase includes the initial design of the tool from design workshops with TAs. The second phase focuses on a 16-week implementation of the orchestration tool and reports on interviews with TAs to understand how they …

Scientific Twitter: The Flow Of Paleontological Communication Across A Topic Network, Richard T. Bex Ii, Lisa Lundgren, Kent J. Crippen

Instructional Technology and Learning Sciences Faculty Publications

The field of paleontology, which is based principally on observations of the natural world, includes an active community that is engaged across multiple social media platforms, consisting of museums, academic researchers, amateur fossil collectors, paleontological artists, and commercial fossil dealers. As such, it represents an ideal environment for examining the people, interactions, and flow of scientific information. Using interactions involving the four most popular Twitter hashtags for paleontology, this embedded mixed methods study defined the members of this social world and investigated how they influenced and controlled the flow of information, as well as how their expression of scientific practice …

Public Engagement On Climate And Health In Museums And Participatory Dialogues May Foster Behavior Change, Kathryn A. Stofer, Lisa Lundgren, Betty A. Dunckel, Vaughan James, Makenna Lange, Janice Krieger

Instructional Technology and Learning Sciences Faculty Publications

As scientific knowledge grows and the planet’s human population makes unprecedented changes, decision-making places more and more demands on the everyday democratic participant. Yet efforts to help the public acquire and make use of evidence-based information fall short. We present preliminary comparisons of three participatory design models of public engagement with science designed to encourage community action rather than just raise awareness in participants on local public health issues impacted by climate change. We collected survey data at two in-person community-based participatory dialogues and a museum exhibit and presented but received no surveys from televised versions of the participatory dialogues. …

Communicating Computational Concepts And Practices Within High School Students’ Portfolios Of Making Electronic Textiles, Debora Lui, Justice T. Walker, Sheri Hanna, Yasmin B. Kafai, Deborah A. Fields, Gayithri Jayathirtha

Instructional Technology and Learning Sciences Faculty Publications

Portfolios have recently gained traction within computer science education as a way to assess students’ computational thinking and practices. Whereas traditional assessments such as exams tend to capture learning within artificial settings at a single point in time, portfolios provide more authentic opportunities to document a trajectory of students’ learning and practices in everyday contexts. Furthermore, because communication itself has been defined as an important computational thinking practice, portfolios give students a place to practice this skill in the classroom. In this study, we report on the implementation of a digital portfolio with a class of 21 high school students …

The Picture Of Smartphones At School Is Not A Dire One And The Picture Of Student Competence Is A Bright One, Victor R. Lee

Instructional Technology and Learning Sciences Faculty Publications

In the United States, where I am based, one would get the impression that smartphones are a dangerous drug. Adults worry about smartphone addiction, the correlation of depression with smartphone usage, and an excess amount of screen time (e.g., Elhai, Levine, Dvorak, & Hall, 2016; Duke & Montag, 2017; Škařupová, Ólafsson, & Blinka, 2017). News headlines appear about technology moguls who will not allow their own children to have their own mobile device despite they themselves being the leaders in smartphone products and services. This then evokes guilt and causes anxiety for all the other American adults who are not …

Whose Responsibility Is It? A Statewide Survey Of School Librarians On Responsibilities And Resources For Teaching Digital Citizenship, Abigail L. Phillips, Victor R. Lee

Instructional Technology and Learning Sciences Faculty Publications

In 2015 the Utah State Legislature passed H.B. 213, “Safe Technology Utilization and Digital Citizenship in Public Schools,” mandating that K–12 schools provide digital citizenship instruction. This study presents an exploratory endeavor to understand how school librarians in a state that adopted digital citizenship legislation engage with digital citizenship instruction and their perceptions of a school librarian’s role in providing this instruction. We conducted a statewide survey of Utah school librarians, including questions focusing on digital citizenship resources used, current instruction within the school, and inquiries about improvements to current instruction. School librarians expressed a desire to be more involved …

Expanding The Learning Network: How Teachers Use Pinterest, Stephanie E. Schroeder, Rachelle E. Curcio, Lisa Lundgren

Instructional Technology and Learning Sciences Faculty Publications

This exploratory qualitative study of 117 teachers explores how educators engage with Pinterest, an online social networking site, specifically asking: (1) What similarities and differences exist in how elementary-level preservice and elementary-level in-service teachers engage with Pinterest? (2) What similarities and differences exist in how secondary-level in-service teachers and elementary-level in-service teachers engage with Pinterest? Findings indicate teachers at all levels tend to use Pinterest to search for educational resources and adapt resources to suit their classroom needs. Preservice teachers identify a more complex interaction with Pinterest than in-service teachers when determining quality resources. Findings indicate a need for future …

Panel-Based Exhibit Using Participatory Design Elements May Motivate Behavior Change, Lisa Lundgren, Kathryn A. Stofer, Betty A. Dunckel, Janice Krieger, Makenna Lange, Vaughan James

Instructional Technology and Learning Sciences Faculty Publications

Meaningful science engagement beyond one-way outreach is needed to encourage science-based decision making. This pilot study aimed to instigate dialogue and deliberation concerning climate change and public health. Feedback from science café participants was used to design a panel-based museum exhibit that asked visitors to make action plans concerning such issues. Using intercept interviews and visitor comment card data, we found that visitors developed general or highly individualistic action plans to address these issues. Results suggest that employing participatory design methods when developing controversial socio-scientific exhibits can aid engagement. We conclude by recommending participatory strategies for implementing two-way science communication.

Connecting With Computer Science: Electronic Textile Portfolios As Ideational Identity Resources For High School Students, Mia S. Shaw, Deborah A. Fields, Yasmin B. Kafai

Instructional Technology and Learning Sciences Faculty Publications

The development of student identities—their interests in computer science, perceptions of the discipline, and sense of belonging in the field—is critical for broadening participation of underrepresented groups in computing. This paper reports on the design of portfolios in which two classes of high school students reflected on the process of making electronic textile projects. We examine how students expressed self-authorship in relation to computer science and how the use of reflective portfolios shaped students’ perceptions of computer science. In the discussion we consider how reflective portfolios can serve as ideational resources for computer science identity construction.

Equitable Engagement In Stem: Using E-Textiles To Challenge The Positioning Of Non-Dominant Girls In School Science, Kristin A. Searle, Colby Tofel-Grehl, Janet Breitenstein

Instructional Technology and Learning Sciences Faculty Publications

This paper examines how working with sewable, programmable electronics embedded in textiles (e-textiles) impacted the self-perceptions and actions of two middle school girls from non-dominant communities as they navigated their place within science class. Using analytic induction (Erickson, 1986), we explore the phenomena around their experiences and the influence of their teachers’ perceptions. Findings indicate that the personalizable nature of e-textiles created a meaningful opportunity for students to engage in science class in a new way.

Learning And The Practice Of Social Media In Informal Science Education Centers, Lisa Lundgren, Kent J. Crippen

Instructional Technology and Learning Sciences Faculty Publications

Both social media and informal learning spaces have the potential to foment knowledge-building. This article aims to bridge theory and practice with an analysis of the social media practices across informal science learning centers through the lens of the Contextual Model of Learning. We evaluate strategies through directed content analysis of phone interviews, online surveys, and researcher field notes. Our findings reveal that informal science learning centers create marketing-related social media strategies as opposed to ones which align with contemporary learning in informal settings. Implications for researchers who seek to use social media in an educative manner are discussed.

The Ethics Of Play And Participation In A Tween Virtual World: Cheating Practices And Perspectives In The Whyville Community, Yasmin B. Kafai, Deborah A. Fields, Estee Ellis

Instructional Technology and Learning Sciences Faculty Publications

Much attention has been paid to young people’s increased participation in digital publics and its potential impact on their development and learning. However, few studies have examined the ethics in online play and their interactions as a critical aspect in the development of youth digital culture. In this paper we turn to the issue of cheating, a widely accepted practice in many online communities, including Whyville.net, a virtual world with over 5.5 million registered players ages 8-16. Our analyses focused on culturally-relevant examples such as player-written articles on cheating and player-produced YouTube cheating videos associated with Whyville from 2000 to …

The Lifecycle Of Sustainable Analytics: From Data Collection To Change Management, Mitchell Colver

Instructional Technology and Learning Sciences Faculty Publications

In this age of an ever-increasing list of analytics vendors and endlessly forwarded news articles that trumpet the promises of big data in higher education, it can be easy to become distracted by data science and miss out on another opportuni­ty—supporting increased professionalism amongst university staff, faculty, and administrators. Indeed, like many technologies before it, analytics provides us with an opportunity to catalyze institutional effectiveness, but only when we resist the tenden­cy to believe that technology can replace the need for human ingenuity and judgment. This report will argue that such threats to pro­fessional flourishing can be insulated against if …

Note-Taking And Science Inquiry In An Open-Ended Learning Environment, Yang Jiang, Jody Clarke-Midura, Bryan Keller, Ryan S. Baker, Luc Paquette, Jaclyn Ocumpaugh

Instructional Technology and Learning Sciences Faculty Publications

Note-taking is important for academic success and has been thoroughly studied in traditional classroom contexts. Recent advancements of technology have led to more students taking notes on computers, and in different situations than are common in traditional instructional contexts. However, research on computer-based note-taking is still an emerging area, and findings from these studies are mixed. In this exploratory study, we conducted multilevel analysis to comprehensively investigate the relationship between note-taking measures and subsequent student success at science inquiry among middle school students, using two scenarios of an open-ended learning environment named Virtual Performance Assessments. Analysis revealed an advantage for …

How Mother And Father Support Affect Youths’ Interest In Computer Science, Jody Clarke-Midura, Frederick J. Poole, Katarina Pantic, Chongning Sun, Vicki Allan

Instructional Technology and Learning Sciences Faculty Publications

Parental support is a predictor of children’s career interest and aspirations. However, mother and father support affects youth career choices differently. To understand how perceived mothers’ and fathers’ support affect career interest in computer science (CS), we developed two path models using both mother and father support gains to predict youths’ interest in CS. We hypothesized that perceived father’s and mother’s support would relate to youths’ interest in CS via youths’ perception of CS utility value as a mediator. We found that both mother and father support leads to interest in CS. However, father support was found to affect CS …

Designing For Online Computer-Based Clinical Simulations: Evaluation Of Instructional Approaches, Ilana Dubovi

Instructional Technology and Learning Sciences Faculty Publications

Background: Online computer-based simulations are becoming more widespread in nursing education. Therefore, an understanding of when and how to implement the variety of instructional strategies related to these simulations is fundamental.

Objectives: This study compares the effectiveness of online computer-based simulations designed using two alternative instructional approaches—Productive Failure and Simple-to-Complex sequencing—on learning of clinical reasoning skills.

Participants: Participants in this study were undergraduate nursing students (n = 103, mean age = 23.4 ± 2.1) enrolled at a university in Israel.

Methods: Participants completed two online simulations designed using Productive Failure approach (emergency medicine, mental health) and two online simulations using …

Mental Models And Social Media Personas: A Case Of Amateur Palaeontologists, Lisa Lundgren, Kent J. Crippen, Eleanor E. Gardner, Victor J. Perez, Ronny Maik Leder

Instructional Technology and Learning Sciences Faculty Publications

This study explores social palaeontology - an inclusive and collaborative form of science occurring across digital habitats. The purpose was to: 1) examine conceptualisations of amateurs via expressed mental models and 2) use the unified media-user typology (MUT) to explore any relationship between these models and social media persona. Data collection involved a survey, modelling task and interview. Findings reveal that persona was demonstrated in subtle ways, offering limited evidence for a relationship between persona and mental model. Sequential models were most common, but more so for advanced personas. Expertise development was expressed through the number of conventions used during …

Does Audience Matter? Comparing Teachers' And Non-Teachers' Application And Perception Of Quality Rubrics For Evaluating Open Educational Resources, Min Yuan, Mimi Recker

Instructional Technology and Learning Sciences Faculty Publications

While many rubrics have been developed to guide people in evaluating the quality of Open Educational Resources (OER), few studies have empirically investigated how different people apply and perceive such rubrics. This study examines how participants (22 teachers and 22 non-teachers) applied three quality rubrics (comprised of a total of 17 quality indicators) to evaluate 20 OER, and how they perceived the utility of these rubrics. Results showed that both teachers and non-teachers found some indicators more difficult to apply, and displayed different response styles on different indicators. In addition, teachers gave higher overall ratings to OER, but non-teachers' ratings …

Putting Making Into High School Computer Science Classrooms: Promoting Equity In Teaching And Learning With Electronic Textiles In Exploring Computer Science, Deborah A. Fields, Yasmin B. Kafai, Tomoko Nakajima, Joanna Goode, Jane Margolis

Instructional Technology and Learning Sciences Faculty Publications

Recent discussions of making have focused on developing out-of-school makerspaces and activities to provide more equitable and enriching learning opportunities for youth. Yet school classrooms present a unique opportunity to help broaden access, diversify representation, and deepen participation in making. In turning to classrooms, we want to understand the crucial practices that teachers employ in broadening and deepening access to making. In this paper, we investigate two high school teachers’ approaches in implementing a novel eight-week, electronic textiles unit within the Exploring Computer Science curriculum, where students designed wearable electronic textile projects with microcontrollers, sensors, and LEDs. We share teachers’ …

Iterative Design Of A Simulation-Based Module For Teaching Evolution By Natural Selection, Jody Clarke-Midura, Denise S. Pope, Susan Maruca, Joel K. Abraham, Eli Meir

Instructional Technology and Learning Sciences Faculty Publications

Background: This research builds on a previous study that looked at the effectiveness of a simulation-based module for teaching students about the process of evolution by natural selection. While the previous study showed that the module was successful in teaching how natural selection works, the research uncovered some weaknesses in the design. In this paper, we used design-based research to investigate how design changes to the module affected not only students’ understanding of the concepts but also their usage of misconceptions in the assessments. We present results from two studies. In study 1, we looked at gains in understanding …

Self-Efficacy Change Associated With A Cognitive Load-Based Intervention In An Undergraduate Biology Course, David F. Feldon, Joana Franco, Jie Chao, James Peugh, Cathy Maahs-Fladung

Instructional Technology and Learning Sciences Faculty Publications

Cognitive load theory (CLT) holds that discovery learning and other instructional strategies imposing high levels of extraneous load on novice learners hinder learning. Such learning conditions are also associated with significant drops in persistence, a key measure of motivation. However, research within the CLT framework typically engages motivation as a necessary precursor to learning, rather than as an outcome of instruction. In this study, we examine changes in motivational beliefs as outcomes of learners' cognitive processes through a CLT lens as they engage with instruction. Using a double-blind quasi-experimental design, we manipulate the level of cognitive load imposed on participants …

Data Use By Middle And Secondary Students In The Digital Age: A Status Report And Future Prospects, Victor R. Lee, Michelle H. Wilkerson

Instructional Technology and Learning Sciences Faculty Publications

What it means to work with data has changed significantly since the preparation and publication of America’s Lab Report(Singer, Hilton, & Schweingruber, 2006)in ways that are impacting students, educators, and the very practice of science. This change is expressing itself most obviously in the abundance of data that can be collected and accessed by students and teachers. There are also notable changes in the types of data (e.g., GPS data, network data, qualitative/verbal data) that are now readily available, and the purposes for which data are collected and analyzed. These shifts have both generated enthusiasm and raised a number …

Conjecture Mapping The Library: Iterative Refinements Toward Supporting Maker Learning Activities In Small Community Spaces, Victor R. Lee, Mimi Recker, Abigail L. Phillips

Instructional Technology and Learning Sciences Faculty Publications

A recent and important innovation in design-based research (DBR) is the use of conjecture maps, where researchers explicitly articulate the conjectured mediational relations between their designed goals and the learning designs and contexts. In this paper, we present a design case as an iterative sequence of evolving conjecture maps. As each conjecture map was tested, we revised it to highlight and refine our articulation of the tools and processes that embodied our design approach. Out design case involves small-town and rural community and school libraries in the United States as partners and DBR sites, with the goal of supporting librarians …

Personal Analytics Explorations To Support Youth Learning, Victor R. Lee

Instructional Technology and Learning Sciences Faculty Publications

While personalized learning environments often include systems that automatically adapt to inferred learner needs, other forms of personalized learning exist. One form involves the use of personal analytics in which the learner obtains and analyzes data about himself/herself. More known in informatics communities, there is potential for use of personal analytics for design of instruction. This chapter provides two cases of personal analytics learning explorations to demonstrate their range and potential. One case is of a high school student examining how sleep influences her mood. The other case is of a sixth-grade class of students examining how deviations from typical …

A Bayesian Network Meta-Analysis To Synthesize The Influence Of Contexts Of Scaffolding Use On Cognitive Outcomes In Stem Education, Brian Robert Belland, Andrew Walker, Nam Ju Kim

Instructional Technology and Learning Sciences Faculty Publications

Computer-based scaffolding provides temporary support that enables students to participate in and become more proficient at complex skills like problem solving, argumentation, and evaluation. While meta-analyses have addressed between-subject differences on cognitive outcomes resulting from scaffolding, none has addressed within-subject gains. This leaves much quantitative scaffolding literature not covered by existing meta-analyses. To address this gap, this study used Bayesian network meta-analysis to synthesize within-subjects (pre–post) differences resulting from scaffolding in 56 studies. We generated the posterior distribution using 20,000 Markov Chain Monte Carlo samples. Scaffolding has a consistently strong effect across student populations, STEM (science, technology, engineering, and mathematics) …

Testing The Effectiveness Of Two Natural Selection Simulations In The Context Of A Large‑Enrollment Undergraduate Laboratory Class, Denise S. Pope, Caleb M. Rounds, Jody Clarke-Midura

Instructional Technology and Learning Sciences Faculty Publications

Background: Simulations can be an active and engaging way for students to learn about natural selection, and many have been developed, including both physical and virtual simulations. In this study we assessed the student experience of, and learning from, two natural selection simulations, one physical and one virtual, in a large enrollment introductory biology lab course. We assigned students to treatments (the physical or virtual simulation activity) by section and assessed their understanding of natural selection using a multiple-choice pre-/post-test and short-answer responses on a post-lab assignment. We assessed student experience of the activities through structured observations and an affective …