Social and Behavioral Sciences Commons^™

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 …

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 …

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.

Visualizing Diversity: Spatial Data As A Resource Enabling Extension To Better Engage Communities, Justin Krohn, Jacqueline Davis-Manigaulte, Christopher Fulcher, Jennifer Sarah Tiffany

Journal of Human Sciences and Extension

Effective Extension programming relies on engaging people of all races, ethnicities, and cultures. Extension educators sometimes struggle with how best to engage communities that are not “traditional” program audiences. Centering data visualization on the strength of Black, Latino/Hispanic, Asian, Native American, and other potentially marginalized communities can assist Extension’s work to engage diverse staff, program participants, and advisory board members. For example, using maps to understand what languages people speak at home strengthens the connections between Extension programs and community participants and can inform staff recruitment and advisory board composition. However, maps of aggregated areas like counties can mask socioeconomic …

Dataset And Codebook For Jamovi Tutorials, Saera R. Khan

Journal of Interdisciplinary Perspectives and Scholarship

No abstract provided.

Beyond Degrees: The Kalamazoo Promise And Workforce Outcomes, Isabel Mcmullen, Brad J. Hershbein

Employment Research Newsletter

No abstract provided.

Informed Choices: Gender Gaps In Career Advice, Yana Gallen, Melanie Wasserman

Employment Research Newsletter

No abstract provided.

Agricultural Pesticide Use In The Upper Citarum River Basin: Basic Data For Model-Based Risk Management, Rosetyati R. Utami, Gertjan W. Geerling, Indah R. S. Salami, Suprihanto Notodarmojo, Ad M.J. Ragas

Journal of Environmental Science and Sustainable Development

Since the middle of the 20th century, pesticide use has been a primary foundation of global agricultural development. However, the massive usage of pesticides can have detrimental impacts on human health and the environment, particularly in the aquatic ecosystem. This study determined the use of pesticides in the agricultural area of the Upper Citarum River Basin (UCRB); a crucial water resource on Java Island. A survey of 174 farmers was conducted in eight districts along the basin by using the random walk and quota sampling method. The questionnaire was designed to acquire data about the amount and types of pesticides …

Logistic Regression Under Sparse Data Conditions, David A. Walker, Thomas J. Smith

Journal of Modern Applied Statistical Methods

The impact of sparse data conditions was examined among one or more predictor variables in logistic regression and assessed the effectiveness of the Firth (1993) procedure in reducing potential parameter estimation bias. Results indicated sparseness in binary predictors introduces bias that is substantial with small sample sizes, and the Firth procedure can effectively correct this bias.

Workforce Data (And Knowledge) Under Pressure, Joshua D. Hawley

Employment Research Newsletter

No abstract provided.

From Protecting To Performing Privacy, Garfield Benjamin

The Journal of Sociotechnical Critique

Privacy is increasingly important in an age of facial recognition technologies, mass data collection, and algorithmic decision-making. Yet it persists as a contested term, a behavioural paradox, and often fails users in practice. This article critiques current methods of thinking privacy in protectionist terms, building on Deleuze's conception of the society of control, through its problematic relation to freedom, property and power. Instead, a new mode of understanding privacy in terms of performativity is provided, drawing on Butler and Sedgwick as well as Cohen and Nissenbaum. This new form of privacy is based on identity, consent and collective action, a …

Online Community For Librarian Researchers: Experience Of Academic Librarians, Lili Luo

School of Information Student Research Journal

No abstract provided.

Exploratory Spatial Data Analysis In Traffic Safety, Amin Azimian, Dimitra Pyrialakou

International Journal of Geospatial and Environmental Research

This paper presents an exploratory spatial data analysis (ESDA) of road traffic crashes at different severity levels in West Virginia (WV). Although ESDA can support transportation safety decision-making by helping planners understand and summarize crash data, it is underutilized in practice. This paper describes the application of five representative easy-to-use method to identify crash patterns and high crash-risk counties in WV. Analysis of crash data from 2010 to 2015 indicated that traffic crashes in WV were not spatially correlated. However, crash severities were found to be positively correlated.

Using Statistical Package For Social Sciences In Educational Research, Khikmatullo Urazbaev

Philology Matters

Recently information communication technologies have been actively employed in education. Science is also rapidly developing regarding its exploitation of IT in manipulating obtained data through research. Designing, accomplishing scientific research, collecting data and most importantly testing and manipulating the data are the integral parts of quality research. In many cases statistical treatment of large data sets requires a great deal of resources, effort and time. Information technologies have been providing effective solutions in this process.
The article is devoted to the basics of using one of the widespread statistical data processing tools, namely, Statistical Package for Social Sciences (SPSS) software, …

Writing Documentarity, Arthur Perret

Proceedings from the Document Academy

European pioneers of documentation have inspired us to adopt a functional approach to documents. This has led to works on documentality, which is related to the agency and use of documents, and now on documentarity. We define documentarity as a “quantifiable quality”: not what is a document, but how something can seem documentary. This requires input from writing theories and the study of markup (architext, scripturation) and a comparison between interfaces and the underlying processes (documentarisation, editorialisation).

A Data Analysis Of The World Happiness Index And Its Relation To The North-South Divide, Charles Alba

Undergraduate Economic Review

In this document, we perform a detailed data analysis on the World Happiness Report with its relation to the socio-economic North-South Divide. In order to do so, we perform some extensive data cleaning and analysis before querying on the World Happiness Report. Our results based on Hypothesis Testing determines the happiness of the Global North is greater than that of the Global South. Furthermore, our queries show that the mean happiness score for the Global North significantly outweighing that of the South. Likewise, the 10 'Happiest' nations all belong to the Global North whereas the 10 'least happy' nations belong …

Unpacking The Role Of Data In Philanthropy: Prospects For An Integrated Framework, R. Patrick Bixler, Marisa Zappone, Lin Rui Li, Samer Atshan

The Foundation Review

This article reports qualitative research that explores the role of data in philanthropy and proposes an integrated framework. Interviews with charitable foundations in central Texas, including members of a regional evaluation and learning collaborative, reveal an orientation toward data that is becoming increasingly institutionalized.

The research suggests that data are generated and used in a multiplicity of ways, including identifying populations and geographies in need of investment, informing funding decisions for service delivery as well as policy research and advocacy; evaluation and learning; and measuring community impact.

This article discusses these thematic findings, notes specific practices, and presents six principles …

Are You Really Anonymous Online? Your Friends On Twitter May Give You Away, Jessica T. Su

FDLA Journal

As you browse the internet, online advertisers track nearly every site you visit, amassing a trove of information on your habits and preferences. When you visit a news site, they might see you’re a fan of basketball, opera and mystery novels, and accordingly select ads tailored to your tastes.

Advertisers use this information to create highly personalized experiences, but they typically don’t know exactly who you are. They observe only your digital trail, not your identity itself, and so you might feel that you’ve retained a degree of anonymity.

Transcending Institutions And Borders: 21st Century Digital Scholarship At K-State, Rebel Cummings-Sauls, Rachel Miles, Ryan Otto, Charlene N. Simser

Kansas Library Association College and University Libraries Section Proceedings

Digital scholarship of the 21^st century transcends institutions and borders with its freedom from print and physical locations. This case study reviews aspects of establishing a sustainable digital scholarship center, supporting open access through the institutional repository (K-State Research Exchange - K-REx) and an open access publishing platform (New Prairie Press – NPP) along with other outreach efforts. The Center for the Advancement of Digital Scholarship (CADS) at K-State Libraries serves our campus community, but digital scholarship extends K-State's impact far beyond Manhattan, Kansas. Highlighting the scholarship at our campus is only one small piece of the landscape. Collaboration …

Content Mining Techniques For Detecting Cyberbullying In Social Media, Shawniece L. Parker, Yen-Hung Hu

Virginia Journal of Science

The use of social media has become an increasingly popular trend, and it is most favorite amongst teenagers. A major problem concerning teens using social media is that they are often unaware of the dangers involved when using these media. Also, teenagers are more inclined to misuse social media because they are often unaware of the privacy rights associated with the use of that particular media, or the rights of the other users. As a result, cyberbullying cases have a steady rise in recent years and have gone undiscovered, or are not discovered until serious harm has been caused to …

Integrating Funders Into A Multisector Transit-Equity Collaborative: Lessons From The Field, Davian Gagne

The Foundation Review

This article examines the efforts of Mile High Connects, a collaborative working to ensure that the Denver region’s $7.8 billion transit project benefits low-income communities and communities of color by connecting them to affordable housing, healthy environments, quality education, and good-paying jobs.

The collaborative, which includes local and national funders that have coalesced around the central issue of transit equity, has adopted a collective-impact model that has at its core two tools to measure and track its work and to show the social-impact outcomes achieved through its initiatives.

This article describes the collaborative’s approach to evaluation, reflects on its initial …

The Probability Of Data’S Inherent Sexiness: A Review Of Naked Statistics: Stripping The Dread From The Data, Sean Swenson

The Qualitative Report

Charles Wheelan’s Naked Statistics: Stripping the Dread from the Data (2013) reintroduces the field of statistics to the apathetic reader in an approachable and sympathetic way. By focusing on the acquisition of appreciation for the field over straightforward comprehension, Wheelan is able to achieve what many qualitative researchers have striven for in reintroducing the field to those thought previously lost.

The "Bring Your Own Device" Conundrum For Organizations And Investigators: An Examination Of The Policy And Legal Concerns In Light Of Investigatory Challenges, Carla J. Utter, Alan Rea

Journal of Digital Forensics, Security and Law

In recent years, with the expansion of technology and the desire to downsize costs within the corporate culture, the technology trend has steered towards the integration of personally owned mobile devices (i.e. smartphones) within the corporate and enterprise environment. The movement, known as “Bring Your Own Device” (hereinafter referred to as “BYOD”), seeks to minimize or eliminate the need for two separate and distinct mobile devices for one employee. While taken at face value this trend seems favorable, the corporate policy and legal implications of the implementation of BYOD are further complicated by significant investigatory issues that far outweigh the …

Cyber Black Box/Event Data Recorder: Legal And Ethical Perspectives And Challenges With Digital Forensics, Michael Losavio, Pavel Pastukov, Svetlana Polyakova

Journal of Digital Forensics, Security and Law

With ubiquitous computing and the growth of the Internet of Things, there is vast expansion in the deployment and use of event data recording systems in a variety of environments. From the ships’ logs of antiquity through the evolution of personal devices for recording personal and environmental activities, these devices offer rich forensic and evidentiary opportunities that smash against rights of privacy and personality. The technical configurations of these devices provide for greater scope of sensing, interconnection options for local, near, and cloud storage of data, and the possibility of powerful analytics. This creates the unique situation of near-total data …

The Art Of Personal Science, Jeff Fajans

The STEAM Journal

Quantified Self isn’t really about finding answers or solving problems—it’s about asking new questions.

The Quantified Self, Behind The Cover Art, Leslie Love Stone

The STEAM Journal

We lead quantified lives. The information we send and receive through our computers, CD players, and smart phones is coded in ones and zeroes. We exist as numerical accounts, license numbers, and login IDs. Anyone who has ever waited on hold for a live customer service representative understands the desire to be treated like a person, not a number. We each want acceptance for our inherent peculiarities and consideration for our circumstance—conditions we believe extrinsic to numbers.

If You Build It, They Will Come: Creating The Space And Support For Real-Time Strategic Learning, Jewlya Lynn, Rebecca Kahn, Phillip Chung, Scott Downes

The Foundation Review

· Learning is a key tool for foundations seeking to improve their effectiveness, and they are beginning to use evaluation to learn about and improve their strategies. The Colorado Trust took this a step further and integrated strategic learning into a grant strategy, including supporting learning coaches for 14 of their grantees.

· The strategic learning framework consisted of three steps: systematic data collection, collective interpretation of information, and the use of that interpretation to improve strategies.

· This article reviews four of the cases, including three grantees and the foundation as a case, identifying methods of learning and resulting …

Commentary: The Road To Quality In Public Health, A Long But Important Journey, F. Douglas Scutchfield, Glen Mays, Marylou Wallace

Frontiers in Public Health Services and Systems Research

Quality improvement (QI) in public health departments is a focus in this sixth issue of Frontiers. Data is important to the development of quality improvement efforts. As we see growth of and meaningful use of electronic health records, the health department is in a position to take the lead as a data hub and to use this information wisely to both improve their QI efforts and link that QI to outcomes.

A Reply To David Richards’ Review Of Measuring Human Rights, Todd Landman, Edzia Carvalho

Human Rights & Human Welfare

Professor Richards highlights, in his generous review of our book Measuring Human Rights that one of the aims of the book is to bring to the forefront the importance of conceptualization before operationalization – that conceptual clarity (or lack of it) is at the heart of the problems concerning the measurement of human rights. He draws out three key issues from the book as the springboard for further discussion on measurement of the concept – a) the “Respect, Protect and Fulfill” (RPF) framework, b) the lack of reliable data sources, and c) the conceptual links between human rights, human development, …