Education Commons^™

Supporting Text And Data Analysis Across Campus From The Academic Library, Amy Kirchhoff, Hejin Shin Phd

Digital Initiatives Symposium

The ability to comprehend and communicate with text-based data is essential to future success in academics and employment, as evidenced in a recent survey from Bloomberg Research Services which shows that nearly 97% of survey respondents now use data analytics in their companies and 58% consider data and text mining a business analytics tool (https://www.sas.com/content/dam/SAS/bp_de/doc/studie/ba-st-the-current-state-of-business-analytics-2317022.pdf). This has fueled a substantial growth in text analysis research (involving the use of technology to analyze un- and semi-structured text data for valuable insights, trends, and patterns) across disciplines and a corresponding demand on academic libraries to support text analysis pedagogy and text analysis …

Leveraging Results-Driven Accountability To Improve Academic And Behavioral Outcomes For Students With Disabilities, Lori R. Anderson

Education Theses and Dissertations

The Office of Special Education Programs’ (OSEP’s) vision for Results-Driven Accountability (RDA) is that OSEP will target its work and investments to best support States in improving results for infants, toddlers, children, and youth with disabilities. State Education Agencies (SEAs) are accountable to OSEP regarding Results Driven Accountability reporting and supporting school districts in the process of improving outcomes for students in special populations. RDA is an accountability system to report data to district and campus leaders related to academic achievement, postsecondary readiness, and disproportionate analysis of students who are Bilingual Emergent/English as a Second Language Learners (BE/ESL), experiencing homelessness, …

Detecting A Possible Correlation Between Hands-On Experimentation And Scientific Data Analysis In 8th Grade Students, Breana Dobesh, Phu Vu

Middle Grades Review

This Practitioner Perspective reports on action research that examined the impact of integrating hands-on experimentation on eighth- grade students skills of scientific data analysis and interpretation in a science middle school class. The intervention given to the treatment group was tasking students with completing scientific experiments during their daily lessons, along with collecting and analyzing data from those experiments. Collected data through both control and treatment groups indicated that there was no significant difference in mean test scores between the two groups. Discussions and suggestions for future studies were included.

First Course Portfolio For Bioc205: Scientific Analysis And Technical Writing, Lindsey B. Crawford

UNL Faculty Course Portfolios

BIOC205: Scientific Analysis and Technical Writing is a core course for the Department of Biochemistry at the University of Nebraska-Lincoln. This course is geared for second year (sophomore students) with minimal prerequisites and as a foundation for future classes. Challenges include 1) teaching the needed scientific background and elements of scientific analysis and writing to a broad cohort of students with diverse backgrounds and interests, 2) building student skills towards analysis of primary peer-reviewed scientific literature, 3) developing students as writers of scientific information for different audiences. This course used Genetic Engineering as a broad topic choice to capture students …

Using Adult Learning Characteristics And The Humanities To Teach Undergraduate Healthcare Students About Social Determinants Of Health, Elizabeth A. Brown, Hannah Kinder, Garrett Stang, Wendy Shumpert

Community & Environmental Health Faculty Publications

Authors used an andragogy framework to help undergraduate allied health students better understand social determinants of health (SDOH) using a photo essay assignment. The study examined students’ perceptions of SDOH in various communities, description of health outcomes associated with their chosen SDOH, and lessons learned and suggestions to improve the assignment for future cohorts. Data were extracted from photo essays from 2019–2021 and entered in Microsoft Excel and Word for data analysis after course completion. Conventional qualitative content analysis was used to analyze student evaluation data from open-ended questions. Data were extracted from 53 student essays from 2019 to 2021. …

Instructional Designers' Perceptions Of The Practice Of Instructional Design In A Post-Pandemic Workplace, Donna Petherbridge, Michelle Bartlett, Jessica White, Diane Chapman

Educational Foundations & Leadership Faculty Publications

This article explores instructional designers’ perceptions of changes to instructional design practice in a post-pandemic workplace. A thematic analysis of interviews conducted with 33 instructional designers revealed that instructional designers believe that the profession is profoundly altered post-pandemic. Findings around post-pandemic instructional design practice include adopting agile instructional design practices, increasing collaborations with others within a context of empathy, recognizing the importance of accessibility, and increasing reliance on technology to deliver both instruction and training within the context of an expanded portfolio of how instruction will be delivered in the future.

Using Pat Data To Inform Teaching And Learning, Marc Kralj, Rachel Felgate, Shani Sniedze, Caithlin Power, Grant Barclay, Darren Leech

2021-2030 ACER Research Conferences

ACER works with thousands of Australian schools to set up Progressive Achievement Test (PAT) functionality, assign and administer tests, and to assist teachers to understand and interrogate the resulting test data and act upon findings. This session provides participants with an opportunity to hear about a school’s journey, and discuss this with the ACER team and our PAT school guest. ACER researchers have evaluated and documented assessment implementation and professional development opportunities, observing this school’s ability to track student and educator progress over time, which is a critical element in ACER’s Progressive Achievement approach. ACER’s educational consultants will demonstrate how …

Spmc 350: Sports Data Analysis And Visualization, Matt Waite

UNL Faculty Course Portfolios

Sports Data Analysis and Visualization isa required course for all Sports Media and Communications majors at the University of Nebraska-Lincoln. The course is an introduction to using data and code to reveal stories in sports data. Sports media students, as a general rule, have very little experience with code, so the course utilizes a considerable amount of customized content specifically tailored to the course and aimed at the level of the typical student. Previous iterations of the course used an online static textbook, where students were expected to follow along and execute code blocks, but the book had no facilities …

Teacher Development Multi-Year Studies. Insights On The Challenges Of Data Availability For Measuring And Reporting On Student Learning Outcomes, Elizabeth Cassity, Debbie Wong

Education Analytics Service

Student learning outcomes are an important source of evidence regarding improved teaching quality. A multi-year teacher development study series was commissioned by the Australian Government’s Department of Foreign Affairs and Trade (DFAT) to investigate teacher development initiatives in Lao People’s Democratic Republic (Laos), Timor-Leste and Vanuatu. The overall aim of the study series is to understand the extent to which the Australian investment has improved teaching quality and student learning. This paper outlines the different approaches to sourcing and using data in each country context, and then presents initial insights about the challenges associated with the limited availability of data …

Examining Sex And Race Difference In Obesity Risk Factors In Older Americans Using Genetic And Lifestyle Data In Regards, Hairui Yu

All ETDs from UAB

Obesity is a prevalent chronic condition determined by social, psychological, behavioral, and biological factors. The prevalence of obesity remains a major public health issue and has continued to rise in the United States and around the world. People who are obese face a higher risk of cardiovascular and metabolic diseases. The fat mass and obesityassociated gene (FTO) is one of the most commonly identified genes in obesity-related research. This three-paper dissertation is aimed at improving understanding of sex and race differences in obesity risk factors in older Americans from genetic (FTO SNPs) and lifestyle (diet and physical activity) perspectives, using …

A Longitudinal Analysis Of Pathways To Computing Careers: Defining Broadening Participation In Computing (Bpc) Success With A Rearview Lens, Mercy Jaiyeola

Theses and Dissertations

Efforts to increase the participation of groups historically underrepresented in computing studies, and in the computing workforce, are well documented. It is a national effort with funding from a variety of sources being allocated to research in broadening participation in computing (BPC). Many of the BPC efforts are funded by the National Science Foundation (NSF) but as existing literature shows, the growth in representation of traditionally underrepresented minorities and women is not commensurate to the efforts and resources that have been directed toward this aim.

Instead of attempting to tackle the barriers to increasing representation, this dissertation research tackles the …

Data Analysis Of The “2021 Covid, Equity And Social Justice Showcase”, Cristo Leon, James Lipuma

STEM Month

During the “2021 STEM for All Video Showcase” (NSF, 2021) funded by the National Science Foundation, 287 short videos showcasing federally funded projects aimed at improving STEM and CS education were presented.

The videos highlight strategies to engage students during COVID-19 and address educational inequities.

Discussion Guide For Using Data From The Student Risk Screening Scale - Internalizing And Externalizing: A Qualitative Study, Justina Grubb

Theses and Dissertations

School-wide screening can be used to effectively identify students within schools struggling with Emotional and Behavioral Disorders (EBD), so that school teams can implement instructional strategies and interventions to provide early and timely supports for all students. While research has explored many aspects of screening within schools, the extant research lacks studies reviewing screening data interpretation process. This research study was designed to investigate how school teams could use a discussion guide to facilitate using their screening data. This involved having school leadership teams answer a series of guiding questions about data from the Student Risk Screening Scale -- Internalizing …

Employability In Academe For Athletic Trainers With The Doctor Of Athletic Training Degree, Bonnie L. Van Lunen, Stephanie H. Clines, Tyler Reems, Lindsey E. Eberman, Dorice A. Hankemeier, Cailee E. Welch

Rehabilitation Sciences Faculty Publications

The doctor of athletic training (DAT) degree has recently been introduced into academe. Limited literature exists regarding how individuals with this degree can become part of an athletic training faculty. To identify department chairs' perceptions of the DAT degree and determine whether they viewed the degree as viable when hiring new faculty within a postbaccalaureate professional athletic training program. Cross-sectional study. Online survey instrument. A total of 376 department chairs who had oversight of Commission on Accreditation of Athletic Training Education athletic training programs were invited to participate. Of these, 190 individuals (50.5%) accessed the survey, and 151 of the …

Microbiomes For All, Theodore R. Muth, Avrom J. Caplan

Publications and Research

Microbiome research projects are often interdisciplinary, involving fields such as microbiology, genetics, ecology, evolution, bioinformatics, and statistics. These research projects can be an excellent fit for undergraduate courses ranging from introductory biology labs to upper-level capstone courses. Microbiome research projects can attract the interest of students majoring in health and medical sciences, environmental sciences, and agriculture, and there are meaningful ties to real-world issues relating to human health, climate change, and environmental sustainability and resilience in pristine, fragile ecosystems to bustling urban centers. In this review, we will discuss the potential of microbiome research integrated into classes using a number …

Leader Launch: A Needs Assessment And Intervention For Effective Leadership Development In Healthcare, Candice Freeman

STEMPS Faculty Publications

This case study examines how a rural healthcare system implemented LeaderLaunch, a leadership development program specifically supporting all front-line to director-level leaders employed within the organization’s facilities. John DeJoria, the healthcare system’s Director of Organizational Development, is a seasoned instructional designer and Certified Professional in Learning and Performance (CPLP) who was charged with the opportunity of determining the system’s leadership development needs and responding with aligned performance improvement interventions, intended to build competency and capacity in current, new, and emerging leadership. This case explains how John and his team designed, conducted, and utilized a three phase needs assessment to select …

How Teachers Engage With Student Assessment Data: Understanding Antecedents To Data-Driven Decision Making, Cynthia P. Raffe, Dennis Alonzo, University Of New South Wales

2009 - 2019 ACER Research Conferences

In recent years, education systems internationally have been encouraging data-use initiatives with the aim of improving student learning through data-driven decision making (DDDM). The use of student assessment data in particular has been promoted to guide teaching practices and progress student learning. Despite this, the adoption of data-use practices by New South Wales classroom teachers has been slow. The study qualitatively examined two core foundational activities that affect New South Wales classroom teachers’ use of student assessment data, referred to as assessment data collection (ADC) practices, and assessment data analysis (ADA) practices. Specifically, the study sought to answer: What are …

Using Learning Analytics To Measure 21st-Century Skills, Dragan Gašević

2009 - 2019 ACER Research Conferences

The unprecedented opportunities to collect data about learning and contexts in which learning occurs has attracted great attention in education. The use of data analytics and machine learning methods have offered much potential to address many relevant questions in education. This talk will focus on the use of learning analytics to measure 21st-century skills in education and outline the types of data commonly used. It will also discuss approaches that are used for analysis and modelling of relevant learning processes and outline the ways in which learning analytics can be used to track learning progression and how the validity of …

The Science Behind The Art Of Teaching: Evaluation As Inspiration, Michele Bruniges Am

2009 - 2019 ACER Research Conferences

Teachers across Australia inspire students to love learning. Our best teachers are constantly evaluating their impact on learning outcomes and adapting their practice – balancing the art and science of teaching. As we move rapidly towards the third decade of the 21st century, there is more pressure than ever for all teachers to deliver both deep discipline knowledge and the skills students need to survive and thrive in the workplace of the future. We need to use technology and data to support teachers to maximise learning outcomes for their students. This has to be done in a way that helps …

Patterns In Color Perception, Madeline Henson, Taimur Iftikhar

Student Symposium

Synesthesia is a neurological condition that forces individuals to process a lot of different senses at once. These different senses can be stimulated by anything; for example, if one hears some sounds, they might also perceive those sounds as colors and vice versa. Another form of Synesthesia, termed Grapheme-Color Synesthesia, can occur when one looks at different characters in a language and they see different colors generated in their brain. The amount of colors a person sees by looking at different characters varies. Our goal for our project was to figure out how different languages stimulate different neurological senses for …

Yeast: The Gateway To Redefining And Improving Biology Labs, Connor Loomis

Biology Summer Fellows

Building off of collegiate research performed during the summer of 2018, this lesson plan outlines a lab for secondary students using yeast. Yeast is an affordable and convenient organism to introduce to secondary education, and students can learn a lot about biology through it. Essentially, the goal of the lab is for students to explore the effects of certain substances on the growth of yeast. While content is emphasized, this lesson plan also looks to build students’ understanding of science in general as well as proper laboratory skills and technique. In addition, it pushes students in their thinking as they …

From Sensors To Knowledge: The Challenge Of Training The Next Generation Of Data Analysts, Sonya A. H. Mcmullen, Troy Henderson, Scott Burgess, Patti J. Clark, David Ison

Publications

With the advent of commercial-off-the-shelf sensors for use in a variety of applications, integration with analytical software tools, and expansion of available archived datasets, there is a critical need to address the problem of transforming resultant data into comprehensible, actionable information for decision-makers through rigorous analysis. In previous research the participating authors have emphasized that users are often faced with the situation in which they are “drowning in a sea of data” but still “thirsting for knowledge”. The availability of analysis software, tools, and techniques provide opportunities for information collection of ever increasing complexity, but the need for the training …

Pythagorean Combinations For Lego Robot Building., Ronald I. Greenberg

Ronald Greenberg

This paper provides tips for LEGO robot construction involving bracing or gear meshing along a diagonal using standard Botball kits.

Pythagorean Approximations For Lego: Merging Educational Robot Construction With Programming And Data Analysis, Ronald I. Greenberg

Ronald Greenberg

Abstract. This paper can be used in two ways. It can provide reference information for incorporating diagonal elements (for bracing or gear meshing) in educational robots built from standard LEGO kits. Alternatively, it can be used as the basis for an assignment for high school or college students to recreate this information; in the process, students will exercise skills in both computer programming and data analysis. Using the paper in the second way can be an excellent integrative experience to add to an existing course; for example, the Exploring Computer Science high school curriculum concludes with the units “Introduction to …

A Diabetic Child's Impact On An African American Family, Silvanus Okeke

Walden Dissertations and Doctoral Studies

Diabetes, a chronic disease with devastating but preventable consequences, is common in the United States, especially within African American communities. Earlier research has indicated that 21.7% of African American parents have children diagnosed with Type 1 diabetes in the Mississippi Delta Region. Researchers have examined coping, stress, and behaviors of African American parents of children diagnosed with Type 1 diabetes; however, there is a gap in literature regarding how African American parents can cope with stress and how changes in health behavior due to Type 1 diabetes impact African American families. The purpose of this qualitative phenomenological study was to …

Motivation As A Complex System: Semester-Long Recursive Dynamics Of Expectancy-Value Constructs In Undergraduate Biology, Avi Kaplan, Xi Hang Cao, Ting Dai, Zoran Obradovic, Tony Perez, Jennifer G. Cromley, Kyle Mara, Michael J. Balsai

STEMPS Faculty Publications

The predominant aggregate-statistical analyses in motivational research manifest assumptions that stand in tension with understandings of motivational phenomena as dynamic, contextual, and variable among individuals. Using constructs from expectancy-value theory, we collected 13 weekly waves of data from 145 undergraduate students during one semester of an introductory biology course. We analyzed the data using dynamic autoregressive mixed-effects modeling, which captures the individual-level recursive processes among constructs, and then examined patterns across individuals’ motivational trajectories to discern general principles by which the expectancy-value system operates. The findings contribute to robust theoretical understandings of expectancy-value processes, and demonstrate the application of an …

Using Concept Mapping As A Tool For Conducting Research: An Analysis Of Three Approaches, Simone C.O Conceição, Anita Samuel, Susan M. Yelich Biniecki

School of Education Faculty Articles

Researchers in a variety of disciplines pursue creative ways to explore complex areas of inquiry. This literature review examines the use of concept maps as a unique tool for conducting research. This study embraces an inclusive definition of concept mapping. Three main approaches for conducting research using concept maps as a tool emerged: relational, cluster, and word frequency. These approaches are included in the different phases of research process such as data collection, analysis, and presentation. Each approach revealed strengths and limitations that researchers need to take into account. This discussion broadens the lens of the meaning of concept mapping …

Opening Or Closing Doors For Students? Equity And Data-Driven Decision-Making, Amanda Datnow

2009 - 2019 ACER Research Conferences

Data-driven decision-making is key pillar of educational reform initiatives in countries across the globe. While approaches to data use vary, the theory of action underlying these efforts is often similar. The common idea is that when leaders and teachers are knowledgeable about how to use data, they will become more effective in reviewing their existing capacities, identifying weaknesses, and charting plans for improvement. In the classroom, data can inform how teachers plan lessons, identify concepts for re-teaching, and differentiate instruction. For all these reasons, data use has significant implications for teaching and leadership. Ensuring equitable opportunities and outcomes for all …

Developing Evaluative Thinking And Evidence-Based Practice: A Synthetic Case Study, Tim Wyatt

2009 - 2019 ACER Research Conferences

The NSW Literacy and Numeracy Action Plan, which operated from 2012 to 2016, provided $261 millon to improve literacy and numeracy learning in 448 the most disadvantaged and lowest performing schools across the three education sectors in NSW. A key objective of the Action Plan was to enhance teacher and school leader capacity, including the ability to apply evidence-based practices and evaluative thinking to planning and programming for teaching and learning at a classroom level, and to planning and decision-making at a whole-school level. The concept and terminology of ‘evidence-based practice’ is in common parlance in Australian schools; however, in …

Contextualizing Developmental Math Content Into Introduction To Sociology In Community Colleges, Stuart Parker, Amy E. Traver, Jonathan Cornick

Publications and Research

Across community colleges in the United States, most students place into a developmental math course that they never pass. This can leave them without the math skills necessary to make informed decisions in major areas of social life and the college credential required for participation in growing sectors of our economy. One strategy for improving community college students’ pass rate in developmental math courses is the contextualization of developmental math content into the fabric of other courses. This article reviews an effort to contextualize developmental math content (i.e., elementary algebra) into Introduction to Sociology at Kingsborough Community College and Queensborough …