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Templates For Planning Engaging Secondary Science Class Periods Within A Seven Period Daily Schedule, Christopher Cudnowski

School of Education and Leadership Student Capstone Projects

Secondary teachers in Minnesota are expected to plan for one hundred and sixty five days of school. With many secondary teachers responsible for teaching more than one unique course each day as part of a seven period class schedule, that is over three hundred individual class periods that need to be prepared. Additionally, student attention span is decreasing, and it is harder to keep students engaged in the material than it has been in the past. In order to combat these challenges, I have identified the different categories of science class periods and developed research based planning templates for each …

How To Design And Implement A Maker Space In The K-3 Classroom, Elizabeth Nelson

School of Education and Leadership Student Capstone Projects

A maker space is an area designated to be used by participants to make a product through a hands-on experience. While the term maker space is relatively new to education, ‘making’ is embedded into human history. The research on these spaces relies on the importance of the maker space for a student's social-emotional well-being. Creative hands-on work specifically for children from low-income backgrounds supports the student in their primary years. At the same time, there needs to be more evidence in the research that proves how effective these spaces are in supporting students' academics. The topics explored in the literature …

Dancing Science: Using Dance And Movement As Culturally Responsive Teaching Strategies To Increase Motivation, Interest, And Understanding In Middle School Science Classes, Ellis Johnston

School of Education and Leadership Student Capstone Projects

Many classrooms are characterized by students sitting in desks. However, research in embodied cognition shows us that the mind is best activated when the body is moving and interacting with the world. The curriculum designed for this project focuses on bringing dance and movement to an eighth grade physical science class in order to increase their motivation, interest, and understanding. Historically, dance and movement have been used as educational methods in many non-white cultures. More recently, incorporating dance into classrooms has been linked to increased executive function in students of color in at-risk and urban schools. Dancing provides students who …

My Work Is Wild — Promoting Career Literacy Of Conservation And Stem Vocations In Secondary School Students, Lauren Salick

School of Education and Leadership Student Capstone Projects

As the climate crisis heightens and we tread ever further into the Anthropocene epoch, it becomes imperative environmental educators help recruit young adults to the conservation career force. However, studies show that career literacy education is a complex subject that is often misrepresented in traditional K-12 education. The goal of this project was to create an inclusive and influential curriculum for informal after-school programming for secondary students to supplement the career literacy of conservation professions garnered in the traditional school day. The lesson plans focus on relating conservation professions to our communities and students’ daily lives, as well as the …

Creating Inclusive Spaces: Using Book Clubs To Increase Diverse Literature In Schools, Clare Ng

School of Education and Leadership Student Capstone Projects

Multiple studies have identified that many groups of underrepresented students, including non-Christians, LGBTQ+, Native-Americans, children of immigrant families, and youth of color, feel invisible or not included in school settings because there is a lack of visibility of non-dominant groups in school, or a lack of policies and practices that support the needs and experiences of non-dominant groups. This may include a lack of representation in recognized celebrated holidays, curriculum topics, or literature discussed in school. This capstone project will focus on how we can create inclusive spaces for students to promote positive school culture by obtaining diverse literature for …

Special Education Diploma Acquisition And Transition Planning In Alternative School: An Authentic, Individualized Approach, Margaret Hoehn

School of Education and Leadership Student Capstone Projects

Minnesota allows for students to graduate upon successful completion of their Individualized Education Program (IEP) goals, colloquially known as an IEP-driven diploma or an “IEP diploma.” While districts and schools may have their own requirements for this process, guidance from the state only specifies that the IEP team facilitates this process and that annual IEP goals and supporting objectives should be written to support students’ transition goals. The planning framework at the center of this project is designed to support educators in developing culturally sustaining, student-centered goals and objectives for students with disabilities who are graduating via IEP-driven diplomas. It …

Teaching Non-Experimental Chemistry Content Through The Pairing Of Strategically Curated Data Sets And Model-Based Inquiry, Andrew Banker

School of Education and Leadership Student Capstone Projects

Historically science education has seemed to be in a pendulum swing battle between prioritizing teaching science content or science practices. The Next Generation Science Standards sought to synthesize both priorities in their Framework. Minnesota high schools will face a new wave of Science MCA tests in the 2024-2025 school year that will reflect the 2019 Minnesota science standards and thereby the Next Generation Science Standards. The curricular resource presented in this project is a valuable template for how high school science teachers can pursue meeting the parallel goals of teaching science content and science practices as the new standards …

Exploring Factors Associated With Academic Motivation And College And Career Readiness Of Rural Adolescents, Peter N. Knox

The Rural Educator

Past decades have seen an increase in focus on college and career readiness (CCR) policy and programming to meet the growing demand for a high-skill, global, 21st-century workforce. Recent research indicates many adolescents aspire to succeed in various postsecondary paths, but a persistent gap between aspirations and attainment remains. This is particularly true for traditionally underserved and underrepresented populations, such as those from rural communities. Looking beyond academic metrics such as test scores, grade point averages, and course offerings, this study seeks to address this gap by investigating rural adolescent school context and experience factors that may be associated with …

Statistical Methods For Semi-Competing And Competing Risks Data With Missing Event Types, Ruiqian Wu

Theses & Dissertations

There is a growing interest in modeling multiple event data in biomedical and public health investigations. Competing and semi-competing risks data are two special types of multiple event data. Statistical modeling of semi-competing risks data involves an intermediate event and a terminal event and emphasizes the investigation of the effect of the intermediate event on the terminal event. The investigation of the semi-competing risks data model not only enables us to determine if a disease episode is associated with mortality but also provides a toolkit for predicting death if the episode occurred at a particular time. Meanwhile, the interpretation of …

Effects Of Landslides On Terrestrial Carbon Stocks With A Coupled Geomorphic-Biologic Model: Southeast Alaska, United States, Adam M. Booth, Brian Buma, S. Nagorski

Geology Faculty Publications and Presentations

Landslides influence the global carbon (C) cycle by facilitating transfer of terrestrial C in biomass and soils to offshore depocenters and redistributing C within the landscape, affecting the terrestrial C reservoir itself. How landslides affect terrestrial C stocks is rarely quantified, so we derive a model that couples stochastic landslides with terrestrial C dynamics, calibrated to temperate rainforests in southeast Alaska, United States. Modeled landslides episodically transfer C from scars to deposits and destroy living biomass. After a landslide, total C stocks on the scar recover, while those on the deposit either increase (in the case of living biomass) or …

Expanding On The Solid State Chemistry Of F-Element Chalcogenides, Logan Skyler Breton

Theses and Dissertations

An overarching goal in solid state chemistry is to achieve predictability regarding the synthesis of compounds with desired properties. While this goal is far from being reached, solid state chemists are hard at work synthesizing and characterizing new materials to further our understanding of structure-property relationships, and to expand our fundamental knowledge to rationalize the outcomes of solid-state syntheses. With the advent of new solid state synthetic methods, novel compounds exhibiting exciting properties are still being discovered today. The infancy of these synthetic methods promises a myriad of undiscovered compounds with potentially interesting properties which has resulted in a recent …

Iowa Waste Reduction Center Newsletter, July 2023, University Of Northern Iowa. Iowa Waste Reduction Center.

Iowa Waste Reduction Center Newsletter

Contents:

--- Registration Now Open for the IRA/ISOSWO Conference
--- 20 Years of STAR4D
--- Industry News

Rethinking Education In The Age Of Ai: The Importance Of Developing Durable Skills In The Industry 4.0, James Hutson, Jason Ceballos

Faculty Scholarship

This article discusses the pressing need to integrate artificial intelligence (AI) into education to facilitate customizable, individualized, and on-demand learning pathways. At the same time, while AI has the potential to expand the learner base and improve learning outcomes, the development of NACE Competencies and durable skills – communication, critical thinking, creativity, leadership, adaptability, and emotional intelligence - must be purposefully integrated in curriculum design now more than ever. Recent studies have shown that AI-driven learning pathways can achieve outcomes more quickly, but this comes at the cost of the development of durable skills. Therefore, traditional student-to-student and student-to-teacher interactions …

South Shore Of Long Island Reef Gis Data, Robert M. Cerrato, Matthew Sclafani

SoMAS Research Data

High-resolution backscatter and bathymetric maps created by multibeam sonar surveys were used to identify different seafloor bottom types within existing, potentially expanded, and newly proposed reef areas in New York waters. Existing sites included Smithtown in Long Island Sound (LIS), and Rockaway, Atlantic Beach, Hempstead, Yellowbar, Kismet, Fire Island, Twelve Mile along the South Shore. Potential expansions are proposed on the South Shore for McAllister, Moriches, and Shinnecock reefs in addition to a new site called Sixteen Fathom. In Long Island Sound, new sites are proposed for Huntington/Oyster Bay, Port Jefferson/Mount Sinai, and Mattituck. Grab samples were collected within these …

Advanced Prognostic Modeling For Breast Cancer Patients: Leveraging Data-Driven Approaches For Survival Analysis, Theophilus Gyedu Baidoo

Theses and Dissertations

Breast cancer is the second most prevalent form of cancer in women in the United States. Each year, about 264,000 cases of breast cancer are diagnosed in women and of this number, about 42,000 women lose their lives as reported by the Centers for Disease Control and Prevention. Early detection and effective treatment are crucial for improving survival rates and reducing mortality. This study aimed to explore the influential factors that may risk the survival of women with the disease and compare their predictive abilities using several error and performance metrics. The study uses a dataset from the National Cancer …

Informal Education Builds Deeper Knowledge And Connections With Elasmobranchs To Develop An Understanding For Environmental Conservation, Lacie Ownbey

School of Education and Leadership Student Capstone Projects

Zoos and aquariums provide essential tools and opportunities to help get school aged children out of the classroom for informal education and learning. Using facilities that offer programs where the focus is on both entertainment and education, learning can be maximized to obtain literacy of a subject. That level of understanding can be then used to promote conservation and pro-environmental thinking for animals that could most benefit from a more focused setting, such as a non-charismatic megafauna: elasmobranchs (sharks and rays). Using Backward Design, where the goals of the program were determined first, a two-day Shark Researcher Camp was created …

A Dynamical Systems Approach To Characterizing Brain–Body Interactions During Movement: Challenges, Interpretations, And Recommendations, Derek C. Monroe, Nathaniel T. Berry, Peter C. Fino, Christopher K. Rhea

Rehabilitation Sciences Faculty Publications

Brain–body interactions (BBIs) have been the focus of intense scrutiny since the inception of the scientific method, playing a foundational role in the earliest debates over the philosophy of science. Contemporary investigations of BBIs to elucidate the neural principles of motor control have benefited from advances in neuroimaging, device engineering, and signal processing. However, these studies generally suffer from two major limitations. First, they rely on interpretations of ‘brain’ activity that are behavioral in nature, rather than neuroanatomical or biophysical. Second, they employ methodological approaches that are inconsistent with a dynamical systems approach to neuromotor control. These limitations represent a …

A Robotic System For In-Situ Measurement Of Soil Total Carbon And Nitrogen, Husein Harun

Department of Agricultural and Biological Systems Engineering: Dissertations, Theses, and Student Research

Surges in the cost of fertilizer in recent times coupled with the environmental effects of their over-application have driven the need for farmers to optimize the amount of fertilizer they apply on the farm. One of the key steps in determining the right amount of fertilizer to apply in a given field is measuring the amount of nutrients present in the soil. To ascertain nutrient deficiencies, most farmers perform wet chemistry analysis of soil samples which requires a lot of time and is expensive. In this research project, a robotic system was designed and developed that could autonomously move to …

Dynamic Fallowing In The Middle Rio Grande: A Look At The Environmental Water Leasing Program, Jared Wood

Water Resources Professional Project Reports

The Environmental Water Leasing Program (EWLP) is a federally-funded collaborative effort of the Middle Rio Grande Conservancy District and the U.S. Bureau of Reclamation that has paid irrigators in the Middle Rio Grande to temporarily lease water rights and forgo their water use so that it may be used to provide environmental flows for the endangered Rio Grande Silvery Minnow. The program operates in a sometimes socially contentious context, in a region with an overallocated, legally constrained water system, to offer much needed water management flexibility. While dynamic fallowing payments for ecosystem services programs like the EWLP are common policy …

Groundwater Budgeting And Climate Change Vulnerability Assessment Of Water Supply At Bosque Del Apache National Wildlife Refuge, Maximiliano Trujillo

Water Resources Professional Project Reports

Water resources management is becoming increasingly complex in the Middle Rio Grande Valley, where the negative impacts of climate change and growing demand for a fully allocated river put further strain on diminishing water supply. The precarity of future water availability emphasizes the importance of fully accounting for existing water rights allocations and understanding how ever changing social and ecological processes might hinder those rights from being fully realized. This study aimed at improving knowledge of the groundwater budget at Bosque del Apache National Wildlife Refuge, New Mexico by utilizing experimental methods of Darcy Flow analysis to estimate groundwater flow …

Irrigation And Innovation: Understanding Barriers To Innovative Actions To Manage Drought On Middle Rio Grande Farms, Eleanor C. Hasenbeck

Water Resources Professional Project Reports

The Rio Grande has irrigated agricultural land in central New Mexico since time immemorial. Today, agriculture in New Mexico’s Middle Rio Grande valley is adapting to an increasingly scarce water supply due to long-term drought and climate change (Dunbar et al., 2022). As supply is decreasing, demands are increasing because of several factors: an increase in evapotranspiration (Dunbar et al., 2022); population growth in the Middle Rio Grande valley (NM LFC, 2021); and legal obligations to provide water for endangered species and to Texas and Mexico (NM ISC, 2017). Agriculture is largest water use by sector in the Rio Grande …

Motivations And Barriers To Participation In Community Outreach And Engagement Among Environmental And Water Resources Students And Postdocs, Sydney Donohue

Water Resources Professional Project Reports

There is a need to utilize knowledge exchange avenues between academia and non-academic communities in order to advance environmental science and engineering education. Many universities and research centers attempt to enhance knowledge sharing by organizing broader impact outreach events such as lab tours, demonstrations, hands-on activities, and public presentations. Anecdotally, at two NSF-funded centers, the Transformation Network and Center for Water and the Environment, we have seen that only the same small subset of students and postdocs frequently participate while over 70% of those invited never volunteer. This study aims to survey environmentally-focused undergraduate students, graduate students, and postdocs’ motivations …

Ideology Prediction From Scarce And Biased Supervision: Learn To Disregard The “What” And Focus On The “How”!, Chen Chen, Dylan Walker, Venkatesh Saligrama

Business Faculty Articles and Research

We propose a novel supervised learning approach for political ideology prediction (PIP) that is capable of predicting out-of-distribution inputs. This problem is motivated by the fact that manual data-labeling is expensive, while self-reported labels are often scarce and exhibit significant selection bias. We propose a novel statistical model that decomposes the document embeddings into a linear superposition of two vectors; a latent neutral context vector independent of ideology, and a latent position vector aligned with ideology. We train an end-to-end model that has intermediate contextual and positional vectors as outputs. At deployment time, our model predicts labels for input documents …

Characterization Of Antimicrobial Properties Of Excrement And Functional Microbiome Of Black Vultures (Coragyps Atratus), Bridgette Gray

Theses

Black vultures, Coragyps atratus, are obligate scavenging birds that consume and dispose of decaying carcasses and carrion. They fulfill a key ecological niche in the environments in which they live. It has been observed that these vultures sometimes excrete bodily waste onto their legs. This adaptive behavior could help aid them in controlling bacteria and other microbes they encounter while stepping into a carcass to eat. This study directly examined the antimicrobial properties of the excrement of black vultures across various bacterial species utilizing a zone of inhibition test and a nematode species utilizing a survival assay. The black vulture …

Impact Of Gender, Age, And Education Of Peer-To-Peer Lender On Loan Viability Assessment: Evidence From Sharia Firm, Azzahra Maulia, Yohanna M.L. Gultom

The Indonesian Capital Market Review

Peer-to-peer (P2P) lending offers investors the discretion to allocate funds based on their risk toler- ance. However, funds cannot be withdrawn until loans mature or are repaid by borrowers, rendering it a relatively high-risk investment. Research suggests that women in older age groups tend to exhibit greater risk aversion, though financial literacy may mitigate gender disparities. This study employs logistic regression to analyze the impact of gender, age, and education on P2P loan viability assess- ment. Our findings indicate that, generally, older lenders are less likely to finance high-risk loans. However, older women with at least a bachelor’s degree display …

Moving Forward With Music To Promote Student Growth: A Mixed Methods Study With 9th-Grade Algebra 1 Students, Willie Mae Dean

Dissertations

The purpose of this mixed methods study was to investigate what effect music had on student achievement and student behavior during independent practice time for 9th-grade Algebra 1 students. Benchmark assessments from the participating district, a focus group of six students, and four in-person teacher interviews provided the data for this study. The beginning-of-year Galileo Algebra 1 benchmark assessment was used as a baseline for the study. Algebra 1 teachers were asked to participate in one of three ways, to play teacher-selected music, to allow students to listen to their own music, or allow no music to be played during …

Inclusivity In Introductory Stem Courses: A Guide To Improving Student (And Instructor!) Mindsets, Lou K. Charkoudian, Carla Fröhlich, Mike Hildreth

Books

Inclusivity in Introductory STEM Courses: A Guide to Improving Student (and Instructor!) Mindsets grew out of a Cottrell Scholar Collaborative project to help create more inclusive STEM learning spaces, in collaboration with FLAMENet, a national network of science faculty, psychologists, and education researchers working to develop and research interventions to promote resilience and tenacity among college-level STEM students. The book is a compilation of the specific approaches discussed in project mini-workshops, as well as a collection of contributions from individual Cottrell Scholars about various interventions they have implemented at their institutions.

Galaxy Clustering In The Mira-Titan Universe. I. Emulators For The Redshift Space Galaxy Correlation Function And Galaxy-Galaxy Lensing, Juliana Kwan, Shun Saito, Alexie Leauthaud, Katrin Heitmann, Salman Habib, Nicholas Frontiere, Hong Guo, Song Huang, Adrian Pope, Sergio Rodriguéz-Torres

Physics Faculty Research & Creative Works

We construct accurate emulators for the projected and redshift space galaxy correlation functions and excess surface density as measured by galaxy-galaxy lensing, based on halo occupation distribution modeling. Using the complete Mira-Titan suite of 111 N-body simulations, our emulators vary over eight cosmological parameters and include the effects of neutrino mass and dynamical dark energy. We demonstrate that our emulators are sufficiently accurate for the analysis of the Baryon Oscillation Spectroscopic Survey DR12 CMASS galaxy sample over the range 0.5 ≤ r ≤ 50 h −1 Mpc. Furthermore, we show that our emulators are capable of recovering unbiased cosmological constraints …

Multi-Task Learning With Dynamic Re-Weighting To Achieve Fairness In Healthcare Predictive Modeling, Can Li, Sirui Ding, Na Zou, Xia Hu, Xiaoqian Jiang, Kai Zhang

Faculty, Staff and Student Publications

The emphasis on fairness in predictive healthcare modeling has increased in popularity as an approach for overcoming biases in automated decision-making systems. The aim is to guarantee that sensitive characteristics like gender, race, and ethnicity do not influence prediction outputs. Numerous algorithmic strategies have been proposed to reduce bias in prediction results, mitigate prejudice toward minority groups and promote prediction fairness. The goal of these strategies is to ensure that model prediction performance does not exhibit significant disparity among sensitive groups. In this study, we propose a novel fairness-achieving scheme based on multitask learning, which fundamentally differs from conventional fairness-achieving …

Weakly Supervised Spatial Relation Extraction From Radiology Reports, Surabhi Datta, Kirk Roberts

Faculty, Staff and Student Publications

OBJECTIVE: Weak supervision holds significant promise to improve clinical natural language processing by leveraging domain resources and expertise instead of large manually annotated datasets alone. Here, our objective is to evaluate a weak supervision approach to extract spatial information from radiology reports.

MATERIALS AND METHODS: Our weak supervision approach is based on data programming that uses rules (or labeling functions) relying on domain-specific dictionaries and radiology language characteristics to generate weak labels. The labels correspond to different spatial relations that are critical to understanding radiology reports. These weak labels are then used to fine-tune a pretrained Bidirectional Encoder Representations from …