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Educational Assessment, Evaluation, and Research

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Full-Text Articles in Library and Information Science

Queer, Hybrid Participatory Design: Relational Practices And Norms For Coalition Building With Rural, Lgbtq+ Communities, Luettamae Lawrence, Maureen Boyle, Chasity Mayo, Catherine A. Rushworth, Moira Anderson, Dorothy Wallis, Jayme Walters Jun 2026

Queer, Hybrid Participatory Design: Relational Practices And Norms For Coalition Building With Rural, Lgbtq+ Communities, Luettamae Lawrence, Maureen Boyle, Chasity Mayo, Catherine A. Rushworth, Moira Anderson, Dorothy Wallis, Jayme Walters

Instructional Technology and Learning Sciences Faculty Publications

This paper examines the first year of collaboration between the Bear River Region LGBTQ+ Community Coalition and queer residents in rural northern Utah, United States, using a hybrid participatory design (PD) approach. Using Yep’s queer relationality theory, we examine how hybrid spaces were designed and iteratively adapted to support inclusion, care, and collective agency among LGBTQ+ community members. Drawing on Community Coalition Action Theory and queer PD, we analyze four cases from May 2024 to June 2025 including workshops and regular meetings to explore how relational practices evolved across different formats and phases of coalition development. In this paper, we …


Opening Keynote: From 'Publish Or Perish' To Purpose And People: Going Together On Research Assessment Reform, Lily Kong Jun 2026

Opening Keynote: From 'Publish Or Perish' To Purpose And People: Going Together On Research Assessment Reform, Lily Kong

FORCE 2026

Universities hold a unique position as the brain trusts of society — creating knowledge, countering misinformation, and catalysing innovation that drives societal progress. Yet the cultures of "publish or perish" and competitive rankings have led academia to focus on certain metrics, and in so doing, chase misplaced goals. This has resulted in some misdirections: misconduct, data manipulation, mistreatment of early-career researchers, and a troubling misalignment between what scholars pursue and what society needs. How can we begin to rethink research impact beyond standard metrics to embrace both academic excellence and societal contribution? In the spirit of FORCE 2026's theme, Prof …


Benefits Of Contemporary Literature On Literacy And Cognitive Development In Elementary School Students, Autumn R. Hemenway May 2026

Benefits Of Contemporary Literature On Literacy And Cognitive Development In Elementary School Students, Autumn R. Hemenway

Capstone Projects and Master's Theses

The purpose of this capstone research project is to examine the benefits of contemporary literature on the literacy and cognitive development of elementary school students. Contemporary literature includes modern texts that reflect diverse experiences, identities, and real-life issues that students can relate to. This study reviews academic articles and interviews with elementary school teachers and school librarians to explore how these resources influence vocabulary development, reading comprehension, student engagement, and critical thinking. The findings indicated that contemporary literature supports literacy growth by increasing student motivation and connection to reading, while also promoting cognitive development through interpretation, perspective taking, and deeper …


Writing As A Process Of Inquiry In Autoethnography For Meaning-Making: Reflections And Some Points For Consideration, Niroj Dahal Apr 2026

Writing As A Process Of Inquiry In Autoethnography For Meaning-Making: Reflections And Some Points For Consideration, Niroj Dahal

The Qualitative Report

This article explores writing as a process of inquiry and meaning-making in the autoethnographic tradition, offering reflections on the recursive, emergent, and dialogical/dialectical nature of writing, along with some points for consideration. Drawing on perspectives from qualitative research and narrative inquiry (Riessman, 2008), I argue that autoethnographic writing serves as a method of inquiry and/or discovery, generating ontological, epistemological, and axiological-driven cultural meaning that functions as a site of reflection, interrogation, and re-storying of lived experiences. This recursive, often messy, and reflexive act allows researchers to excavate, analyze, and interpret their lived experiences. Rather than viewing writing as a final-stage …


Student Perspectives On Grading In Higher Education Stem Courses, Christopher Sean Burns, Daniela D.S. Digiacomo, Jennifer Pusateri, Katherine Ritchie, Christine Wusylko Apr 2026

Student Perspectives On Grading In Higher Education Stem Courses, Christopher Sean Burns, Daniela D.S. Digiacomo, Jennifer Pusateri, Katherine Ritchie, Christine Wusylko

Information Science Faculty Publications

Purpose

Despite a growing awareness of instructional practices that support student learning and well-being, higher education classrooms tend to still be dominated by the use of rigid approaches to assessment and course design. This study aims to understand the experiences of students in courses that implement a universal design for learning (UDL) pedagogical approach and an ungrading assessment approach. Design/methodology/approach

Leveraging a qualitative methodological approach, authors interviewed 13 graduate students in two library and information science technology courses and 11 undergraduate students in a computer science course in discrete mathematics about their experiences with ungrading within the context of UDL-designed …


The Item Response Warehouse: What It Is, How To Use It, And Targets For Potential Improvements, Savira D. Nadela, Hansol Lee, Nishka Jain, Ayaan Gupta, Xingyi Zhang, Benjamin W. Domingue Apr 2026

The Item Response Warehouse: What It Is, How To Use It, And Targets For Potential Improvements, Savira D. Nadela, Hansol Lee, Nishka Jain, Ayaan Gupta, Xingyi Zhang, Benjamin W. Domingue

Chinese/English Journal of Educational Measurement and Evaluation | 教育测量与评估双语期刊

The Item Response Warehouse (IRW) is a repository of harmonized item response datasets designed to support secondary analysis and methodological research in psychological and educational measurement. This paper serves as a practical guide for researchers interested in using the IRW. We describe the structure of IRW datasets and the quantitative and qualitative metadata available for dataset selection, and we demonstrate how researchers can navigate the IRW website to explore and compare available tables. We further show how the IRW R and Python packages can be used to filter datasets programmatically, download response-level data, and generate standardized citations for reproducible research …


Beyond The Tour: Designing Graduate Library Orientations That Build Research Confidence And Belonging, Megan York Mar 2026

Beyond The Tour: Designing Graduate Library Orientations That Build Research Confidence And Belonging, Megan York

Transforming Libraries for Graduate Students

Graduate student orientations often lean heavily on logistics: where to find resources, how to log in, and which services the library offers. While this information is important, it rarely addresses the deeper needs of graduate learners. Many of the students I work with arrive on campus already balancing careers, families, and demanding academic programs. At the University of Arkansas, graduate orientations in the College of Education and Health Professions frequently take place on weekends, serving students who travel from out of state and receive an overwhelming amount of information in a short time. For them, orientation is not simply a …


Promote, Partner & Mentor: Research At Liberty University, Mark Hamilton Jan 2026

Promote, Partner & Mentor: Research At Liberty University, Mark Hamilton

Faculty Publications and Presentations

How can you be involved with faculty and student research at Liberty University? Promote your own research through LU Faculty SHARE (the faculty research platform). Partner with Liberty University Journals, encouraging student submissions. Mentor students in the research process.

Objectives

At the end of this session, attendees will be able to:

  • Promote your own Research through LU Faculty SHARE 
  • Use LU Faculty SHARE to list your own articles, posters, and presentations.
  • Partner with Liberty University Journals 
  • Serve as an advisor, or editor of an existing journal.
  • Create a new journal by completing an interest form and application for a new …


Early Stem Impressions, Student Engagement, And Readiness For Digitalization, Myron Sheu Jan 2026

Early Stem Impressions, Student Engagement, And Readiness For Digitalization, Myron Sheu

Journal of International Technology and Information Management

This study examines how early impressions of science, technology, engineering, and mathematics (STEM) shape business students’ learning behaviors and, ultimately, their readiness for organizational digitalization. Focusing on gender differences, subgroup identities, and perceived obstacles, the analysis uses survey data processed through correlation matrices, regression models, and subgroup heatmaps to trace the relationship between initial attitudes toward STEM and subsequent engagement patterns. The findings reveal consistent links between positive early impressions and active participation in structured STEM activities, along with gender-based distinctions in action preferences. Subgroup analyses further uncover nuanced patterns where stereotypes or perceived barriers correspond with reduced engagement. Collectively, …


Ensuring Rich Rigor Of Qualitative Methodologies In Behavior Analytic Research, Daria K. Lorio-Barsten, Selena J. Layden Jan 2026

Ensuring Rich Rigor Of Qualitative Methodologies In Behavior Analytic Research, Daria K. Lorio-Barsten, Selena J. Layden

Human Movement Studies & Special Education Faculty Publications

Quantitative methods remain the hallmark of research in applied behavior analysis. Yet, such methods frequently fail to capture the nuances of context where behavior analysis is practiced. Therefore, qualitative methods can provide complementary means to gain deeper insight into changes in socially significant behavior. We believe that researchers within the field of behavior analysis have much to gain from embracing qualitative methodologies. We propose that more researchers can and should consider conducting rigorous qualitative research to elevate the voices of the participants and relate the depth and complexities of their nuanced experiences. This article discusses Tracy’s “big tent” quality criteria …


Examining Challenges For Sociology Master’S Degree Students At California State University, David Ortuno Jan 2026

Examining Challenges For Sociology Master’S Degree Students At California State University, David Ortuno

University of the Pacific Theses and Dissertations

The purpose of this study is to identify the lived experiences of CSU sociology graduate students pursuing a master’s degree. Seven sociology graduate students from six of the eight (75%) total sociology MA programs throughout the entire CSU system were interviewed. Their responses were designed to analyze the support systems and challenges they face while pursuing a master's degree, as well as to investigate whether their experiences correlate with or fail to correlate with the promises in the CSU mission statement, and to answer the study’s research questions and achieve the purpose of this qualitative study.

Four themes emerged from …


Investigating The Relationship Between Noun Classes And Plant Folk Taxonomy In Chasu Language Of Kilimanjaro Region In Tanzania, Peter Rabson Mziray Nov 2025

Investigating The Relationship Between Noun Classes And Plant Folk Taxonomy In Chasu Language Of Kilimanjaro Region In Tanzania, Peter Rabson Mziray

Journal of Humanities and Social Sciences

The current study investigates the relationship between noun classes and plant folk taxonomy in Chasu (G 22). The study focuses on two objectives: the first objective is to describe the plant folk taxonomy in Chasu and the second objective is to determine the relationship between noun classes and plant folk taxonomy in Chasu. Data were collected from rural villages in Same and Mwanga districts by using free listing, field interviews (jungle-walk-and-identify), and written texts containing Chasu plant names. The findings reveal that Chasu folk taxonomy reflects different ethnobotanical categories; including a unique beginner which is mmea/mimea ‘plant(s)’, and three life …


Fy 2023-2024 Annual Report (Lwlc), Lwlc Faculty And Staff Jul 2025

Fy 2023-2024 Annual Report (Lwlc), Lwlc Faculty And Staff

LWLC Publications

No abstract provided.


Mulberry Leaf Disease Detection By Cnn-Vit With Xai Integration, Mohammad Asif Hasan, Fariha Haque, Hasan Sarker, Rafae Abdullah, Tonmoy Roy, Nishat Taaha, Yeasin Arafat, Abdul Karim Patwary, Mominul Ahsan, Julfikar Haider Jun 2025

Mulberry Leaf Disease Detection By Cnn-Vit With Xai Integration, Mohammad Asif Hasan, Fariha Haque, Hasan Sarker, Rafae Abdullah, Tonmoy Roy, Nishat Taaha, Yeasin Arafat, Abdul Karim Patwary, Mominul Ahsan, Julfikar Haider

Instructional Technology and Learning Sciences Faculty Publications

Mulberry leaf disease detection is vital for maintaining the health and productivity of mulberry crops. In this paper, a novel approach was proposed by integrating explainable artificial intelligence (XAI) techniques with a convolutional neural network (CNN) and vision transformer (ViT) for effective mulberry leaf disease classification with three disease classes. Initially, in this proposed CNN-ViT model, features are extracted using a customized CNN architecture, and then the extracted features are fed into ViT for leaf disease classification in a more streamlined approach. The CNN-ViT model achieved promising results with a projection dimension of 64, utilizing 8 heads and 8 transformer …


An End-To-End Concatenated Cnn Attention Model For The Classification Of Lung Cancer With Xai Techniques, Fariha Haque, Mohammad Asif Hasan, Md. Abu Ismali Siddique, Tonmoy Roy, Tonmoy Kanti Shaha, Yamina Islam, Avijit Paul, Muhammad E. H. Chowdhury May 2025

An End-To-End Concatenated Cnn Attention Model For The Classification Of Lung Cancer With Xai Techniques, Fariha Haque, Mohammad Asif Hasan, Md. Abu Ismali Siddique, Tonmoy Roy, Tonmoy Kanti Shaha, Yamina Islam, Avijit Paul, Muhammad E. H. Chowdhury

Instructional Technology and Learning Sciences Faculty Publications

In the field of medical imaging, deep learning (DL) techniques have made significant contributions to the detection and classification of various cancers. Identifying the precise regions in medical images containing cancerous cells plays a crucial role in the diagnostic process. Early and accurate cancer detection is essential for effective treatment and improved patient outcomes. However, manual diagnosis is labor-intensive, requiring the specialized expertise of radiologists, and the increasing number of cancer cases presents challenges in processing large volumes of image data efficiently. To address these challenges, an end-to-end concatenated Convolutional Neural Network (CNN) attention model has been proposed for automatic …


School Libraries In South Australia: 2024 Census, Katherine Dix, Tamara Van Der Zant May 2025

School Libraries In South Australia: 2024 Census, Katherine Dix, Tamara Van Der Zant

School and system improvement

The School Libraries in South Australia: 2024 Census offers a snapshot of the current state, challenges, and evolving roles of school libraries and their staffing in South Australia. Conducted by the Australian Council for Educational Research (ACER) at the behest of the School Library Association of South Australia (SLASA), this census builds upon the foundational 2019 survey (Dix et al., 2020), providing a comparative analysis that highlights significant trends, progress, and ongoing challenges over the past five years. Over 600 school librarians and principals across all sectors—Government, Catholic, and Independent—were surveyed in late-2024, investigating how school libraries have adapted in …


Integrating Human-Centered Design Into Undergraduate Stem Capstone Courses: A Food Product Development Case Study, Saadeddine Shehab, Dawn Bohn, Lucas O'Bryan, Luettamae Lawrence, Mike Tissenbaum Apr 2025

Integrating Human-Centered Design Into Undergraduate Stem Capstone Courses: A Food Product Development Case Study, Saadeddine Shehab, Dawn Bohn, Lucas O'Bryan, Luettamae Lawrence, Mike Tissenbaum

Instructional Technology and Learning Sciences Faculty Publications

This study examines the integration of human-centered design (HCD) in a Food Science capstone course and explores its impact on students’ learning outcomes and skill development. This case study investigated how 42 undergraduate students engaged with HCD processes—including understanding, synthesizing, ideating, prototyping, and implementing—to develop innovative food products. Through pre- and post-surveys, interaction analysis, and performance assessments, the findings revealed that HCD activities significantly enhanced students’ knowledge, collaboration, creativity, and metacognitive skills. Additionally, students demonstrated improved food science competencies, such as product formulation and sensory evaluation. This study highlights the benefits of embedding HCD within STEM curricula to foster authentic, …


Integrating Library Support Into Montclair State University's Student Management System, Jacob Bilek, Perri Moreno Apr 2025

Integrating Library Support Into Montclair State University's Student Management System, Jacob Bilek, Perri Moreno

University Libraries Scholarship and Creative Works

Although many universities have adopted student management systems (SMS) such as Navigate or Starfish to track and communicate with students about their academic progress, libraries have had little involvement with these platforms. This poster presents a case study of a Library’s integration as a referral point in Navigate. Faculty are now able to raise ad-hoc alerts that refer students to research support at the library. In addition to providing another avenue of research support, librarians are also able to keep faculty informed throughout the process, something not integrated into other systems of library support.

Objective 1: Observe a case study …


Step-By-Step Guide To Uploading Your Master’S Thesis, Doctoral Dissertation, Or Other Student Work In The Unl Digital Commons, Paul Royster, Sue Ann Gardner Apr 2025

Step-By-Step Guide To Uploading Your Master’S Thesis, Doctoral Dissertation, Or Other Student Work In The Unl Digital Commons, Paul Royster, Sue Ann Gardner

Thesis and Dissertation Deposit Information Resources

This is a step-by-step guide to online deposit procedures for UNL theses and dissertations. The same steps are used for both theses and dissertations.

Note:

Deposit of master's theses in the UNL Digital Commons is required, not optional.

Deposit of doctoral dissertations into ProQuest/Clarivate is required while deposit into respective departmental series in the UNL Digital Commons for public access is optional, but recommended.


Lung Segmentation With Lightweight Convolutional Attention Residual U-Net, Meftahul Jannat, Shaikh Afnan Birahim, Mohammad Asif Hasan, Tonmoy Roy, Lubna Sultana, Hasan Sarker, Samia Fairuz, Hanaa A. Abdallah Mar 2025

Lung Segmentation With Lightweight Convolutional Attention Residual U-Net, Meftahul Jannat, Shaikh Afnan Birahim, Mohammad Asif Hasan, Tonmoy Roy, Lubna Sultana, Hasan Sarker, Samia Fairuz, Hanaa A. Abdallah

Instructional Technology and Learning Sciences Faculty Publications

Background: Examining chest radiograph images (CXR) is an intricate and time-consuming process, sometimes requiring the identification of many anomalies at the same time. Lung segmentation is key to overcoming this challenge through different deep learning (DL) techniques. Many researchers are working to improve the performance and efficiency of lung segmentation models. This article presents a DL-based approach to accurately identify the lung mask region in CXR images to assist radiologists in recognizing early signs of high-risk lung diseases. Methods: This paper proposes a novel technique, Lightweight Residual U-Net, combining the strengths of the convolutional block attention module (CBAM), the Atrous …


Intrusion Detection For Wireless Sensor Network Using Particle Swarm Optimization Based Explainable Ensemble Machine Learning Approach, Shaikh Afnan Birahim, Avijit Paul, Fahmida Rahman, Yamina Islam, Tonmoy Roy, Mohammad Asif Hasan, Fariha Haque, Muhammad E. H. Chowdhury Jan 2025

Intrusion Detection For Wireless Sensor Network Using Particle Swarm Optimization Based Explainable Ensemble Machine Learning Approach, Shaikh Afnan Birahim, Avijit Paul, Fahmida Rahman, Yamina Islam, Tonmoy Roy, Mohammad Asif Hasan, Fariha Haque, Muhammad E. H. Chowdhury

Instructional Technology and Learning Sciences Faculty Publications

Wireless Sensor Networks (WSN) play a pivotal role in various domains, including monitoring, security, and data transmission. However, their susceptibility to intrusions poses a significant challenge. This paper proposes a novel Intrusion Detection System (IDS) leveraging Particle Swarm Optimization (PSO) and an ensemble machine learning approach combining Random Forest (RF), Decision Tree (DT), and K-Nearest Neighbors (KNN) models to enhance the accuracy and reliability of intrusion detection in WSNs. The system addresses key challenges such as the imbalanced nature of datasets and the evolving complexity of network attacks. By incorporating Synthetic Minority Oversampling Technique Tomek (SMOTE-Tomek) techniques to balance the …


Vcu And The 2025 Virginia Course Materials Survey, Abbey Childs Jan 2025

Vcu And The 2025 Virginia Course Materials Survey, Abbey Childs

Open and Affordable Course Content at VCU

No abstract provided.


Successfully “Reframing” Assessment Work Due To Macro And Micro Pressures, Julene L. Jones, Mary K. Thompson, Beth Janetski, Sarah Wu Jan 2025

Successfully “Reframing” Assessment Work Due To Macro And Micro Pressures, Julene L. Jones, Mary K. Thompson, Beth Janetski, Sarah Wu

Library Presentations

The Grand Challenges Project supports global collaborations informing equitable and evidence-informed practices for higher education assessment practitioners. The Grand Challenge’s Equity Action Makers Team conducted twenty interviews in 2023/2024 with assessment professionals across higher education. Several participants explained that they have adjusted their approach to equity work to successfully complete their projects or achieve their goals. They did this in response to various macro and micro influences, such as recognizing their own positionality, meeting grant funding requirements, dealing with institutional financial or cultural pressures, navigating political pressures outside their influence, or fostering supportive networks of practitioners.


Neurodivergent Students And Higher Education: Barriers, Challenges, And Supporting Measures, Courtney Tricarichi-Funk Jan 2025

Neurodivergent Students And Higher Education: Barriers, Challenges, And Supporting Measures, Courtney Tricarichi-Funk

Selected Full Text Dissertations, 2011-

When neurodivergent students attempt to go to colleges and universities, they often face barriers in accessing higher education and encounter challenges post-admission. This study explores what measures higher learning institutions can develop and implement to make postsecondary education more accessible and less challenging for neurodivergent students by answering the following questions: • What barriers do neurodivergent students face when planning to access higher education? • What challenges do neurodivergent students encounter in higher education after they are admitted? • What measures can be developed and implemented to help neurodivergent students access and succeed in higher education? To address these questions, …


Just What Is Equity And What Is It Doing In A Nice Field Like Assessment, Julene Jones, Glenn Phillips, Ciji Heiser Jan 2025

Just What Is Equity And What Is It Doing In A Nice Field Like Assessment, Julene Jones, Glenn Phillips, Ciji Heiser

Library Presentations

This presentation outlines a literature review on equity and assessment, drawing from the article Making a Grand Contribution: Professional Development Resources for Leveraging Assessment Data to Advance Equity. The review will explore how assessment practices can promote equity, identifying professional development strategies that support equitable data use in higher education. The findings will inform institutional leaders, faculty, and assessment professionals on embedding equity within assessment processes. This session will engage participants in discussions about the history of equity in assessment and its current uses, equipping them with tools to advance equitable assessment practices and institutional change.


From Data To Action: Leading Assessment In Polarizing Times, Julene L. Jones, Ciji Heiser, Renée Delgado-Riley, Heather Strine-Patterson, Kevin Wright Jan 2025

From Data To Action: Leading Assessment In Polarizing Times, Julene L. Jones, Ciji Heiser, Renée Delgado-Riley, Heather Strine-Patterson, Kevin Wright

Library Presentations

In an era of increasing political and social polarization, assessment professionals lead within complex landscapes to ensure data is used to drive meaningful change. This session features a panel of professionals exploring how to move from data collection to organizational change while leading assessment efforts with integrity and impact. Participants will answer a series of questions focused on current and evolving challenges, examples of their practice, and strategies they use to center student and organizational success in the assessment journey.


Culture Wars In The Commonwealth: Public Libraries, Book Bans, And The First Amendment, Natisha Harper, Amber Matthews Jan 2025

Culture Wars In The Commonwealth: Public Libraries, Book Bans, And The First Amendment, Natisha Harper, Amber Matthews

STEMPS Faculty Publications

Public libraries are quickly losing the ‘culture war’ being waged against them (Jones, 2024). They also lack the coordinated support, resources, and legislative power of those leading the national assault on the right to read, intellectual freedom, and the First Amendment (ALA, 2024). Few resources provide timely and relevant guidance for public libraries on negotiating book challenges with concerned community members, elected officials, and interested parties. This research study responds to nascent ‘culture war’ developments in Virginia – specifically, recent government interference in public library governance in Warren County in December (Schneider, 2024) and a new bill targeting ‘obscene’ materials …


Imitasd: Imitation Assessment Model For Children With Autism Based On Human Pose Estimation, Hany Said, Khaled Mahar, Shaymaa E. Sorour, Ahmed Elsheshai, Ramy Shaaban, Mohamed Hesham, Mustafa Khadr, Youssef A. Mehanna, Ammar Basha, Fahima A. Maghraby Nov 2024

Imitasd: Imitation Assessment Model For Children With Autism Based On Human Pose Estimation, Hany Said, Khaled Mahar, Shaymaa E. Sorour, Ahmed Elsheshai, Ramy Shaaban, Mohamed Hesham, Mustafa Khadr, Youssef A. Mehanna, Ammar Basha, Fahima A. Maghraby

Instructional Technology and Learning Sciences Faculty Publications

Autism is a challenging brain disorder affecting children at global and national scales. Applied behavior analysis is commonly conducted as an efficient medical therapy for children. This paper focused on one paradigm of applied behavior analysis, imitation, where children mimic certain lessons to enhance children’s social behavior and play skills. This paper introduces IMITASD, a practical monitoring assessment model designed to evaluate autistic children’s behaviors efficiently. The proposed model provides an efficient solution for clinics and homes equipped with mid-specification computers attached to webcams. IMITASD automates the scoring of autistic children’s videos while they imitate a series of lessons. The …


Selected Indiana Government Statistical Agencies And Their Data, Bert Chapman Oct 2024

Selected Indiana Government Statistical Agencies And Their Data, Bert Chapman

Libraries Faculty and Staff Presentations

Provides coverage of Indiana state government agencies statistics and selected Tippecanoe County, Indiana local government statistical publications. Presentation describes state agencies such as the Indiana Departments of Agriculture, Education, Health, Local Government Finance, and State Budget Agency. Examples of historical and current data are presented.


Designing A Human-Centred Learning Analytics Dashboard In-Use, Riordan Alfredo, Vanessa Echeverria, Linxuan Zhao, Luettamae Lawrence, Jie Xiang Fan, Lixiang Yan, Xinyu Li, Zachari Swiecki, Dragan Gašević, Roberto Martinez-Maldonado Oct 2024

Designing A Human-Centred Learning Analytics Dashboard In-Use, Riordan Alfredo, Vanessa Echeverria, Linxuan Zhao, Luettamae Lawrence, Jie Xiang Fan, Lixiang Yan, Xinyu Li, Zachari Swiecki, Dragan Gašević, Roberto Martinez-Maldonado

Instructional Technology and Learning Sciences Faculty Publications

Despite growing interest in applying human-centred design methods to create learning analytics (LA) systems, most efforts have concentrated on initial design phases, with limited exploration of how LA tools and practices can coevolve during the actual learning and teaching activities. This paper examines how a human-centred LA dashboard can be further refined and adapted by teachers while actively using it in a real-world scenario (i.e., design-in-use), beyond its intended design (i.e., design-for-use). We use instrumental genesis as a theoretical lens to analyze the temporary and permanent instrumentalization of design features and individual and collective instrumentation of the LA …