Social and Behavioral Sciences Commons^™

Attention-Based Data Analytic Models For Traffic Flow Predictions, Kaushal Kumar, Yupeng Wei

Mineta Transportation Institute

Traffic congestion causes Americans to lose millions of hours and dollars each year. In fact, 1.9 billion gallons of fuel are wasted each year due to traffic congestion, and each hour stuck in traffic costs about $21 in wasted time and fuel. The traffic congestion can be caused by various factors, such as bottlenecks, traffic incidents, bad weather, work zones, poor traffic signal timing, and special events. One key step to addressing traffic congestion and identifying its root cause is an accurate prediction of traffic flow. Accurate traffic flow prediction is also important for the successful deployment of smart transportation …

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. …

Economic Freedom And One-Way Truck Rental Prices: An Empirical Note, Alexander Cardazzi, Robert A. Lawson

Economics Faculty Publications

This study examines the one-way truck rental prices for 378 cities. There are large price differentials in one-way rental prices between city pairs. The pull of people toward higher economic freedom locales and push away from lower economic freedom locales is found to be an important determinant of the city-pair price differentials.

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

Educational Leadership & Workforce Development 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.

Estimating The Health Effects Of Adding Bicycle And Pedestrian Paths At The Census Tract Level: Multiple Model Comparison, Ross J. Gore, Christopher Lynch, Craig Jordan, Andrew Collins, R. Michael Robinson, Gabrielle Fuller, Pearson Ames, Prateek Keerthi, Yash Kandukuri

VMASC Publications

Background: Adding additional bicycle and pedestrian paths to an area can lead to improved health outcomes for residents over time. However, quantitatively determining which areas benefit more from bicycle and pedestrian paths, how many miles of bicycle and pedestrian paths are needed, and the health outcomes that may be most improved remain open questions.

Objective: Our work provides and evaluates a methodology that offers actionable insight for city-level planners, public health officials, and decision makers tasked with the question “To what extent will adding specified bicycle and pedestrian path mileage to a census tract improve residents’ health outcomes over time?” …

Delaware’S Climate Action Plan: Omission Of Source Attribution From Land Conversion Emissions, Elena A. Mikhailova, Lili Lin, Hamdi A. Zurqani, Zhenbang Hao, Christopher J. Post, Mark A. Schlautman, Gregory C. Post, George B. Shepard

Geography Faculty Publications and Presentations

Delaware’s (DE) Climate Action Plan lays out a pathway to reduce greenhouse gas (GHG) emissions by at least 26% by 2025 but does not consider soil-based GHG emissions from land conversions. Consequently, DE’s climate action plan fails to account for the contribution of emissions from ongoing land development economic activity to climate change. Source attribution (SA) is a special field within the science of climate change attribution, which can generate “documentary evidence” (e.g., GHG emissions inventory, etc.). The combination of remote sensing and soil information data analysis can identify the source attribution of GHG emissions from land conversions for DE. …

Sunk Or Dunk?: An Empirical Analysis Of The Effect Of Sunk Cost Fallacy In Professional Basketball, Hailey Dicicco

Business and Economics Presentations

This project is divided into two sections. The first section is a comparison between the NBA and WNBA, using performance metrics from game statistics. I researched the history of women in sports and specifically read about how women first became integrated into the game of soccer. In the regression for section one, we used a few selected performance metrics and minutes in order to observe any relationships between specific skills and minutes. We also focused on the difference between the leagues in terms of what game stats are more or less significant.

In the second section of this paper, we …

A Review Of Energy-For-Water Data In Energy-Water Nexus Publications, Christopher M. Chini, Lauren E. Excell, Ashlynn S. Stillwell

Faculty Publications

Published literature on the energy-water nexus continues to increase, yet much of the supporting data, particularly regarding energy-for-water, remains obscure or inaccessible. We perform a systematic review of literature that describes the primary energy and electricity demands for drinking water and wastewater systems in urban environments. This review provides an analysis of the underlying data and other properties of over 170 published studies by systematically creating metadata on each study. Over 45% of the evaluated studies utilized primary data sources (data collected directly from utilities), potentially enabling large-scale data sharing and a more comprehensive understanding of global water-related energy demand. …

Assessing Topical Homogeneity With Word Embedding And Distance Matrices, Jeffrey M. Stanton, Yisi Sang

School of Information Studies - Faculty Scholarship

Researchers from many fields have used statistical tools to make sense of large bodies of text. Many tools support quantitative analysis of documents within a corpus, but relatively few studies have examined statistical characteristics of whole corpora. Statistical summaries of whole corpora and comparisons between corpora have potential application in the analysis of topically organized applications such social media platforms. In this study, we created matrix representations of several corpora and examined several statistical tests to make comparisons between pairs of corpora with respect to the topical homogeneity of documents within each corpus. Results of three experiments suggested that a …

Rural-Urban Residence And Mortality Among Three Cohorts Of U.S. Adults, Erika C. Ziller Phd, Jennifer D. Lenardson Mhs, Katherine A. Ahrens Mph, Phd

Population Health

Though U.S. life expectancy has increased over the past 50 years, this benefit has not been geographically uniform and certain rural persons and communities face a mortality gap. Rural residents experience a shorter life expectancy than urban residents, with higher mortality rates from specific causes such as chronic obstructive pulmonary diseases, coronary heart disease, and lung cancer. Overall, there are higher mortality rates among rural residents for all five leading causes of death – heart disease, stroke, cancer, unintentional injury, and chronic lower respiratory disease – as compared to urban residents.

We sought to close gaps in our understanding of …

Bibliometric Mapping Of Scholar Publishing In Physics: Exploratory Study, Anna Novotna, Jan Novotny, Kamil Matula

Library Philosophy and Practice (e-journal)

The focus of this study is quite narrow, still we strove to keep our ways of exploring the data extensive to thoroughly examine them. We were not led by specific hypotheses but we tried to find dependencies and interesting points which could be examined further in bigger scope with more data.

We investigated preference of journals based on publications. We also explored publishing groups and their core journals. We also examined quantity of topics in which the scholars publish and their behavior in terms of their uploads of preprints to arXiv.org before the paper gets officially published.

There were some …

Disaster Damage Categorization Applying Satellite Images And Machine Learning Algorithm, Farinaz Sabz Ali Pour, Adrian Gheorghe

Engineering Management & Systems Engineering Faculty Publications

Special information has a significant role in disaster management. Land cover mapping can detect short- and long-term changes and monitor the vulnerable habitats. It is an effective evaluation to be included in the disaster management system to protect the conservation areas. The critical visual and statistical information presented to the decision-makers can help in mitigation or adaption before crossing a threshold. This paper aims to contribute in the academic and the practice aspects by offering a potential solution to enhance the disaster data source effectiveness. The key research question that the authors try to answer in this paper is how …

How U.S. Government Policy Documents Are Addressing The Increasing National Security Implications Of Artificial Intelligence, Bert Chapman

Libraries Faculty and Staff Presentations

Artificial intelligence is affecting many areas of our lives and governmental policy. National security is one arena in which artificial intelligence is playing an increasingly important and controversial role. U.S. Government and military agencies are producing a steadily expanding corpus of publicly available literature on this topic. This literature documents how these agencies have this topic's national security implications historically and currently while also addressing potentially emerging national security issues where artificial intelligence will intersect with national security. This presentation demonstrates examples of the growing variety of publicly available national security artificial intelligence literature while also addressing the implications of …

Alma Analytics, For Fulfillment, Julene L. Jones

Library Presentations

This presentation covers the following topics:

• Analytics information in Alma
• How to get there, Structure of Analytics
• Create a new analysis
• Tips and best practices
• Edit an existing analysis
• Example analyses
• Links to Ex Libris information

Twitter And Disasters: A Social Resilience Fingerprint, Benjamin A. Rachunok, Jackson B. Bennett, Roshanak Nateghi

Purdue University Libraries Open Access Publishing Fund

Understanding the resilience of a community facing a crisis event is critical to improving its adaptive capacity. Community resilience has been conceptualized as a function of the resilience of components of a community such as ecological, infrastructure, economic, and social systems, etc. In this paper, we introduce the concept of a “resilience fingerprint” and propose a multi-dimensional method for analyzing components of community resilience by leveraging existing definitions of community resilience with data from the social network Twitter. Twitter data from 14 events are analyzed and their resulting resilience fingerprints computed. We compare the fingerprints between events and show that …

Carpe Data With Alma Analytics, Mary Ellen Willemsen, Julene L. Jones

Library Presentations

Capturing your data is vital to the smooth functioning of any library. We will be providing some tips and tricks to help you gather and analyze your data using Alma Analytics. After the presentation you will know how to gather data within a date period (i.e., all items that circulated in the last 30 days or between a date period), filter your data, count data, subtract one set of numbers from another, and import your results into a set in Alma to further analyze or manipulate your data. We will also include any formulas that we have found to be …

Chatting Without Borders: Assessment As The First Step In Cultivating An Accessible Chat Reference Service, Teagan Eastman, Mckenzie Hyde, Katie Strand, Rachel Wishkoski

Library Faculty & Staff Publications

As distance education programs grow at college and universities across the country, libraries must ensure virtual reference services are prepared to meet the needs of patrons in these programs. This article describes the process and results of a 2018 chat analysis conducted at a midsize research university with a large distance education program. The authors discuss the implications of their findings, as well as their process of closing the assessment loop. By using data to inform changes to virtual reference services, chat becomes more accessible and approachable to all users regardless of location.

Upton, Pamela J. (Fa 1193), Manuscripts & Folklife Archives

FA Finding Aids

Finding aid only for Folklife Archives Project 1193. Student paper titled “Black and White Attitudes on a College Campus and Their Possible Relations to Folklore” in which Pamela Upton analyzes data from a survey to examine how feelings regarding race are expressed through folkloric beliefs and practices. Upton provides a copy of each type of questionnaire that was given to students and offers insight into the predominant and prevailing attitudes on WKU’s campus during the early 1970s.

Residential Settings And Healthcare Use Of The Rural "Oldest-Old" Medicare Population, Nathan Paluso Mph, Zachariah T. Croll Mph, Deborah Thayer Mba, Jean A. Talbot Phd, Mph, Andrew F. Coburn Phd

Long Term Services and Supports

The aging of the baby boom generation is projected to dramatically increase the population aged 65 and older in the coming decades. In particular, those aged 85 and older (the ‘oldest old’) are expanding at a faster rate than any other age group and by 2050 are expected to make up 4.5 percent of the population, compared to 1.9 percent in 2012. Faster growth in the percentage of older people (65+) in rural than in urban areas is likely to challenge the healthcare and long term services and supports (LTSS) capacity in many rural communities.

This study used Medicare Current …

An Old Tool With Enduring Value: Using Excel To Prepare Data For Analysis, Gregory A. Smith

Faculty Publications and Presentations

Microsoft Excel was first released on the Windows platform 30 years ago and has since become widely used. Although new tools for manipulating, analyzing, and visualizing data are constantly emerging, Excel remains a potent tool—and not just because of newer features. Simple functions such as TRIM, MID, SUBSTITUTE, FIND, ROUNDDOWN, and VLOOKUP can be used to manipulate data sets in powerful ways.

This workshop applies selected functions to realistic library data sets. Demonstrations include:

• deriving time-series categories from date and time stamps
• pre-coding survey comments based on keywords
• dealing with messy data points such as …

New Perspectives On Congressional Collections: A Study Of Survey And Assessment, Maurita Baldock, J. Wendel Cox

Dartmouth Library Staff Publications

Archivists have grappled with the processing and management challenges of congressional collections, but have spent less time exploring the use of these collections or their utility for research outside traditional topics and disciplines. This case study examines how two department projects produced new insights into congressional collections at an institution examining the importance of its political materials within its collection development policy. A survey of Native American collection materials led to a new understanding of the vast scholarly potential of congressional collections. Likewise, a general assessment of special collections revealed the popularity of congressional collections and the nature of their …

Optimizing Regulation For An Optimizing Economy, Cary Coglianese

All Faculty Scholarship

Much economic activity in the United States today emanates from technological advances that optimize through contextualization. Innovations as varied as Airbnb and Uber, fintech firms, and precision medicine are transforming major sectors in the economy by customizing goods and services as well as refining matches between available resources and interested buyers. The technological advances that make up the optimizing economy create new challenges for government oversight of the economy. Traditionally, government has overseen economic activity through general regulations that aim to treat all individuals equally; however, in the optimizing economy, business is moving in the direction of greater individualization, not …

Comparing Social Science And Computer Science Workflow Processes For Studying Group Interactions, Joseph A. Allen, Colin Fisher, Mohamed Chetouani, Ming Ming Chiu, Hatice Gunes, Marc Mehu, Hayley Hung

Psychology Faculty Publications

In this article, a team of authors from the Geeks and Groupies workshop, in Leiden, the Netherlands, compare prototypical approaches to studying group interaction in social science and computer science disciplines, which we call workflows. To help social and computer science scholars understand and manage these differences, we organize workflow into three major stages: research design, data collection, and analysis. For each stage, we offer a brief overview on how scholars from each discipline work. We then compare those approaches and identify potential synergies and challenges. We conclude our article by discussing potential directions for more integrated and mutually beneficial …

Smartphone Sensing Meets Transport Data: A Collaborative Framework For Transportation Service Analytics, Yu Lu, Archan Misra, Wen Sun, Huayu Wu

Research Collection School Of Computing and Information Systems

We advocate for and introduce TRANSense, a framework for urban transportation service analytics that combines participatory smartphone sensing data with city-scale transportation-related transactional data (taxis, trains etc.). Our work is driven by the observed limitations of using each data type in isolation: (a) commonly-used anonymous city-scale datasets (such as taxi bookings and GPS trajectories) provide insights into the aggregate behavior of transport infrastructure, but fail to reveal individual-specific transport experiences (e.g., wait times in taxi queues); while (b) mobile sensing data can capture individual-specific commuting-related activities, but suffers from accuracy and energy overhead challenges due to usage artefacts and lack …

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 …

Choose Your Own Research Adventure: Developing A Technical Services Based Research Project, Jeremy Myntti, Liz Woolcott

Faculty Publications

How to Create a Research Project

What Did We Find?

Deep Dive: Differentiated Ebook Usage Between Collection Types Across Disciplines, Antje Mays

Winthrop Faculty and Staff Publications

No abstract provided.

The Relationship Between Basic Psychological Need Satisfaction, Behavioral Regulation, And Participation In Crossfit, Melissa J. Davies, Lyndsie Coleman, Megan Babkes Stellino

College of the Pacific Faculty Articles

CrossFit can be described as a relatively new fitness training method that is based on a variety of high-intensity weight training, body weight movements, and cardiovascular exercise. Given the recent rise in CrossFit establishments, the purpose of this study was to explore the relationships between basic need satisfaction (autonomy, relatedness, competence), behavioral regulation toward CrossFit, and actual participation behaviors within the framework of Self-Determination Theory. CrossFit participants (N = 206; Mage = 37.6 years), majority Caucasian (76%), females (58%), who reported attending three (n = 91; 44.2%) and five (n = 78; 37.9%) CrossFit sessions per week completed online surveys …

Getting More From Libqual+ Data: Using Open Source Tools For Data Analysis And Visualization, Julie Miller, Franny Gaede, Andrew Welp, Laura Menard

Scholarship and Professional Work

No abstract provided.

Telecommunications: Competition Policy In The Telecommunications Space, Gene Kimmelman, Maureen K. Ohlhausen, Michael O’Rielly, Christopher S. Yoo, Stephen F. Williams

All Faculty Scholarship

In today’s rapidly evolving telecommunications landscape, the development of new technologies and distribution platforms are driving innovation and growth at a breakneck speed across the Internet ecosystem. Broadband connectivity is increasingly important to our civil discourse, our economy, and our future. What is the proper role of government in facilitating robust investment and competition in this critical sector? When technology companies constantly have to reinvent themselves and adapt to survive – what role should government play? This panel of experts at the Federalist Society’s 2014 National Lawyers Convention discussed the current regulatory environment and how government policies – particularly regarding …