Social and Behavioral Sciences Commons^™

Murray Library March 2024 Newsletter, Murray Library

Library Publications

What's new at the library? News and information about Murray Library at Messiah University written by its staff.

• Be part of the Living Library
• Student Research Grant
• Farewell to Kimberly Steiner
• Pollination Investigation Poster Exhibit Coming Soon
• Bingo Night Recap
• Mini Golf is coming
• Films on Demand
• Research Tips: Citation Trails and Citation Managers

Identifying Rural Health Clinics Within The Transformed Medicaid Statistical Information System (T-Msis) Analytic Files, Katherine Ahrens Mph, Phd, Zachariah Croll, Yvonne Jonk Phd, John Gale Ms, Heidi O'Connor Ms

Rural Health Clinics

Researchers at the Maine Rural Health Research Center describe a methodology for identifying Rural Health Clinic encounters within the Medicaid claims data using Transformed Medicaid Statistical Information System (T-MSIS) Analytic Files.

Background: There is limited information on the extent to which Rural Health Clinics (RHC) provide pediatric and pregnancy-related services to individuals enrolled in state Medicaid/CHIP programs. In part this is because methods to identify RHC encounters within Medicaid claims data are outdated.

Methods: We used a 100% sample of the 2018 Medicaid Demographic and Eligibility and Other Services Transformed Medicaid Statistical Information System (T-MSIS) Analytic Files for 20 states …

Murray Library February 2024 Newsletter, Murray Library

Library Publications

What's new at the library? News and information about Murray Library at Messiah University written by its staff.

Jamie Rice's retirement

Trivia Night Recap

Naxos Music Library

New displays: Women of the Civil Rights Movement and International Storytelling

Seed Library news

Murray Library December 2023 Newsletter, Murray Library

Library Publications

What's new at the library? News and information about Murray Library at Messiah University written by its staff.

Delivering Healthcare To The Underserved, Edward Booty

Asian Management Insights

Non-profits, governments, and businesses need to come together and use a data-driven approach to improve local basic healthcare access.

Murray Library November 2023 Newsletter, Murray Library

Library Publications

What's new at the library? News and information about Murray Library at Messiah University written by its staff.

Data Ethics And Privacy For Researchers, Kelley F. Rowan

Works of the FIU Libraries

This workshop addresses specific data privacy and anonymization standards and techniques for researchers that are collecting personally identifiable information as well as sensitive information. The workshop covers federal, state, and international laws and regulations governing data privacy, the development of an impact assessment and privacy policy. The second half of the workshop focuses on ethical workflows, anonymization techniques and related resources.

Launching A New Data Management Service In A Health Science Library, Sharon J. Duffy

Library Faculty Posters and Presentations

Objective: To launch a new library service aimed at assisting researchers with managing their data to meet new funder requirements and making their data available for future use.

Methods: Two librarians received training in the field of Data Services and earned the Data Services Specialization certification through MLA. They learned about current funder requirements and created a LibGuide about data management. They hosted a campus wide information session to share timely information and resources regarding the new NIH policy for data management and sharing. Future plans include expanding education and outreach to students, faculty, and researchers.

Results: The library is …

Ai In Universities And Libraries, Aaron Tay

Research Collection Library

Everyone is familiar with ChatGPT. But can ChatGPT alone be used for information retrieval? In this Keynote speech, Aaron argues that ChatGPT or similar large language models alone is not sufficient for information retrieval. As databases such as Scopus, Dimensions announce new beta search tools that leverage generative AI, he provides a overview of how these tools that blend search with generative AI (large language models) work (using a technique known as Retrieval Augmented Generation or RAG) and explains the pros and cons of this new class of search tools.

He ends with a prediction of what the next 3 …

Murray Library September 2023 Newsletter, Murray Library

Library Publications

What's new at the library? News and information about Murray Library at Messiah University written by its staff.

• Access Services Specialist: Rachael Jasitt
• Friends bus trip to DC
• Friends Dinner and Lecture
• Library of Things
• New bookshelf for new books
• Trivia Night coming soon

Using Geographic Information To Explore Player-Specific Movement And Its Effects On Play Success In The Nfl, Hayley Horn, Eric Laigaie, Alexander Lopez, Shravan Reddy

SMU Data Science Review

American Football is a billion-dollar industry in the United States. The analytical aspect of the sport is an ever-growing domain, with open-source competitions like the NFL Big Data Bowl accelerating this growth. With the amount of player movement during each play, tracking data can prove valuable in many areas of football analytics. While concussion detection, catch recognition, and completion percentage prediction are all existing use cases for this data, player-specific movement attributes, such as speed and agility, may be helpful in predicting play success. This research calculates player-specific speed and agility attributes from tracking data and supplements them with descriptive …

Monitoring Wise Civilization By Creating An Index, Andrew Targowski

Comparative Civilizations Review

The Wise Civilization Index will assess how wise we are in developing and living in a sustainable civilization.

Recently, people have started to worry about the state of the climate. This has been reflected in the finding that the climate temperature should be kept to a growth of below two degrees Celsius by 2100 to save our species from a slow death (The Paris Agreement of 2015). After all, raising the human body temperature by two degrees threatens illness and even death by four degrees. The same (relatively) can be done with Earth. However, apart from the climate, the problem …

How Do Digital Advertising Auctions Impact Product Prices?, Alessandro Bonatti, Dirk Bergemann, Nicholas Wu

Cowles Foundation Discussion Papers

We ask how the advertising mechanisms of digital platforms impact product prices. We present a model that integrates three fundamental features of digital advertising markets: (i) advertisers can reach customers on and off-platform, (ii) additional data enhances the value of matching advertisers and consumers, and (iii) bidding follows auction-like mechanisms. We compare data-augmented auctions, which leverage the platform’s data advantage to improve match quality, with managed campaign mechanisms, where advertisers’ budgets are transformed into personalized matches and prices through auto-bidding algorithms. In data-augmented second-price auctions, advertisers increase off-platform product prices to boost their competitiveness on-platform. This leads to socially efficient …

How Do Digital Advertising Auctions Impact Product Prices?, Dirk Bergemann, Alessandro Bonatti, Nick Wu

Cowles Foundation Discussion Papers

We ask how the advertising mechanisms of digital platforms impact product prices. We present a model that integrates three fundamental features of digital advertising markets: (i) advertisers can reach customers on and off-platform, (ii) additional data enhances the value of matching advertisers and consumers, and (iii) bidding follows auction-like mechanisms. We compare data-augmented auctions, which leverage the platform’s data advantage to improve match quality, with managed campaign mechanisms, where advertisers’ budgets are transformed into personalized matches and prices through auto-bidding algorithms. In data-augmented second-price auctions, advertisers increase off-platform product prices to boost their competitiveness on-platform. This leads to socially efficient …

Home Ownership In City Core Neighborhoods, Val Gipper

Reports

This analysis employs a traditional methodology to reproduce American Community Survey (ACS) data as those data would be if neighborhoods within the city of Kalamazoo were recognized by the U.S. Census Bureau. By aggregating publicly available ACS information from recognized census geographies, rates of home ownership and home values within three city neighborhoods are estimated. Home ownership rates by race are approximated. Rates of homeownership in the Eastside neighborhood are similar to those across Kalamazoo County and the state of Michigan. While all three neighborhoods have lower average values of owned homes relative to their county and state neighbors, home …

Lbsci 717: Digital Humanities, S E. Hackney

Open Educational Resources

This is a syllabus for a graduate-level introductory course on the Digital Humanities, primarily aimed at LIS students.

Managed Campaigns And Data-Augmented Auctions For Digital Advertising, Dirk Bergemann, Alessandro Bonatti, Nicholas Wu

Cowles Foundation Discussion Papers

We develop an auction model for digital advertising. A monopoly platform has access to data on the value of the match between advertisers and consumers. The platform support bidding with additional information and increase the feasible surplus for on-platform matches. Advertisers jointly determine their pricing strategy both on and off the platform, as well as their bidding for digital advertising on the platform. We compare a data-augmented second-price auction and a managed campaign mechanism. In the data-augmented auction, the bids by the advertisers are informed by the data of the platform regarding the value of the match. This results in …

Data, Competition, And Digital Platforms, Dirk Bergemann, Alessandro Bonatti

Cowles Foundation Discussion Papers

We analyze digital markets where a monopolist platform uses data to match multiproduct sellers with heterogeneous consumers who can purchase both on and o§ the platform. The platform sells targeted ads to sellers that recommend their products to consumers and reveals information to consumers about their values. The revenueoptimal mechanism is a managed advertising campaign that matches products and preferences e¢ ciently. In equilibrium, sellers o§er higher qualities at lower unit prices on than o§ the platform. Privacy-respecting data-governance rules such as organic search results or federated learning can lead to welfare gains for consumers.

Early Childhood Teachers’ Emergent Literacy Data Practices, Rachel E. Schachter, Gloria Yeomans-Maldonado, Shayne B. Piasta

Department of Child, Youth, and Family Studies: Faculty Publications

Despite a growing focus on access to and use of emergent literacy assessment in early childhood, little is known about early childhood teachers’ data practices and their associations with children’s emergent literacy skills. A questionnaire was used to confirm and elaborate findings from prior qualitative work (Schachter & Piasta, 2022) investigating U.S. teachers’ emergent literacy data practices. We focused on how teachers gathered data (data gathering), what they learned from those data (data knowledge), and how they used those data in their practice (data use) along with associations between the practices and children’s emergent literacy skills. Overall, teachers reported engaging …

Exploring The Link Between School Discipline And Restoring Relationships Using Restorative Conferences!, Derrick C. Bailey, Julia Bullock

National Youth Advocacy and Resilience Conference

Participants will be able to identify the link between effective restorative conferences and school discipline. They will learn strategies that are effective for reactive and proactive conferences. Participants will analyze scenarios of actual conferences and prepare a list of things to avoid. Participants will learn how to use data to assess the effectiveness of their conferences and adjustments that may need to be made.

Academic Libraries In An Open Access And Ai First World – An Attempt To Peer Into The Future, Aaron Tay

Research Collection Library

Technology is rapidly advancing, and AI is becoming more sophisticated everyday, But what is even more exciting is that academic libraries are going to be impacted even more. Why is that? It's because even the most advanced algorithm will not work without data to train on.

Final Report: California Tribal Nations Transportation Planning Needs Assessment Study, Seetha Reddy, Ashley Parker, David Reinke, Kaely Colligan

Mineta Transportation Institute Publications

The Tribal Transportation Planning Needs Assessment Study was a collaborative project conducted by Caltrans and the Mineta Transportation Institute, San Jose State University. The primary goal of the project was to identify the current state of transportation planning activities and partnerships within Tribal governments in California, so that Caltrans can meaningfully engage more actively with Tribal governments early in the planning process and better meet the transportation needs of Tribal communities. The study focused on the 109 federally recognized Tribal Nations in California, and collected data through a survey questionnaire. The key task undertaken by the study team was to …

Social Impacts Of Robotics On The Labor And Employment Market, Kelvin Espinal

Dissertations, Theses, and Capstone Projects

Robotics have been introduced into the workplace to perform tasks that human beings have traditionally fulfilled. Complementing or substituting human labor with robotics eliminates human involvement in functions attributable to hazardous environments, heavy lifting, toxic substances, and repetitive low-level tasks. On the other hand, they are meant to be more efficient and cost-effective, saving money, time, and labor. However, since the introduction of robotics in the workforce, societal opposition has been towards this branch of technology in fear of losing employment, wages, and purpose.

Previous studies have reported an overarching societal fear that adopting robotics in the workplace and industry …

Stand-Up Comedy Visualized, Berna Yenidogan

Dissertations, Theses, and Capstone Projects

Stand-up comedy has become an increasingly popular form of comedy in the recent years and comedians reach audiences beyond the halls they are performing through streaming services, podcasts and social media. While comedic performances are typically judged by how 'funny' they are, which could be proxied by the frequency and intensity of laughs through the performance, comedians also explore untapped social issues and provoke conversation, especially in this age where interaction with artists goes beyond their act. It is easy to see commonalities in the topics addressed in comedians’ work such as relationships, race and politics.This project provides an interactive …

Purloined Significance: How Recidivism Algorithms Capture, Transform, And Automate Our Intersubjective Unconscious As Data, Macy Mcdonald

CLCWeb: Comparative Literature and Culture

Ever since ProPublica published their groundbreaking analysis of Northpointe’s Correctional Offender Management Profiling for Alternative Sanctions Core Risk and Needs Assessment software (COMPAS) in 2016, this web-based decision support system (DSS) has spawned a wide range of critiques and charges of racial bias. COMPAS provides a full suite of decision support applications to the US prison-industrial complex, including algorithmically derived recidivism predictions that increasingly guide parole decisions. The larger conversation surrounding COMPAS raises the question of how we analyze powerful, and yet opaque, data assemblages. In this article, I model an allegorical analysis of data assemblages. I argue the skills …

Emojis And Emotion Categories For Fiction: Survey Questions, Wan-Chen Lee, Li-Min Huang, Juliana Hirt

School of Information Studies Faculty Articles

This is the survey instrument and data for a research project on Emojis and Emotion Categories for Fiction. This is an anonymous online survey that collected 64 responses from self-identified fiction readers who are 18 years or older. The questions asked participants to 1) select mood categories (e.g., angry, cozy) that describe the atmosphere/setting, emotion, and tone/narrative of fiction. 2) Select all the emojis that represent the 30 emotion categories provided. The results verify the three families of mood categories for fiction, and create mappings between emojis and mood categories.

When Does Csr Payoff?, John A. Doukas, Rongyao Zhang

Finance Faculty Publications

We investigate whether firms engaging in corporate social responsibility (CSR) can preserve firm value during normal and unprecedented exogenous adverse events. Our evidence shows, in regular times, a negative relation between CSR engagement and firm value, but under adverse economic conditions, CSR protects firm value by decreasing firm risks. We also find that firms with high managerial attributes engage in greater CSR activities that benefit shareholders in both normal and aberrant financial times. Despite the controversy surrounding CSR, our evidence points out that CSR can be viewed as a set of intangible assets that can improve firm value across good …

2022-2023 Annual Report By The Numbers, Sarah Myers, Murray Library

Library Publications

Murray Library's 2022-2023 Annual Report displayed as an infographic. It includes highlights for the 2022-23 year and testimonials from undergraduate students.

The Economic Opportunity Mapping (Eom) Tool, Craig W. Carpenter, Anders Van Sandt, Rebekka Dudensing, Scott Loveridge, Linda S. Niehm

The Journal of Extension

Extension professionals increasingly understand data as integral to economic development planning and related efforts. However, regional economic data is often inaccurate, expensive, and unengaging for stakeholders. The Economic Opportunity Mapping Tool provides industry-specific free online interactive maps to engage stakeholders in the process of economic development planning, while also helping connect the determinants of business location with real local data on industry establishments.

Safe Sharing For Sensitive Data, Kristi Thompson

Western Libraries Presentations

This workshop focused on the question of when and how human subjects' data can be safely shared. It introduced the basics of data anonymization and discussed how to tell if a dataset has been de-identified. Case studies of successful anonymization and some spectacular failures were shared