Social and Behavioral Sciences Commons^™

Settlement As Construct: Defining And Counting Party Resolution In Federal District Court, Charlotte S. Alexander, Nathan Dahlberg, Anne M. Tucker

Northwestern University Law Review

Most civil cases settle. Yet generating a definitive settlement rate presents complex definitional and empirical problems, both in what should count as a settlement and how to count it. This Essay makes three contributions to better understanding and defining settlement. First, we propose a flexible, empirically informed, operationalizable definition of settlement as party resolution. Second, we exploit a new federal litigation data source to count party resolutions using machine learning models trained on 11 million docket sheet entries. Third, we offer new findings on party resolution frequency and distribution in the federal courts. Settlement is more widely and differently deployed …

Prosecutorial Data Transparency And Data Justice, Caitlin Glass, Kat M. Albrecht, Perry Moriearty

Northwestern University Law Review

The U.S. criminal legal system is notoriously racialized. Though Black and Latinx people make up less than 30% of U.S. residents, they constitute more than 50% of the nearly two million people currently in U.S. prisons and jails. For decades, research has indicated that one group of decision-makers has had an outsized influence on these numbers: prosecutors. From whom to charge to what sentences to recommend, no actor plays a greater role in determining who goes to prison in this country. Highly subjective and lacking in formal guidance and accountability, prosecutorial decisions are especially vulnerable to racial bias. They are …

Lawyerless Litigants, Filing Fees, Transaction Costs, And The Federal Courts: Learning From Scales, Judith Resnik, Henry Wu, Jenn Dikler, David T. Wong, Romina Lilollari, Claire Stobb, Elizabeth Beling, Avital Fried, Anna Selbrede, Jack Sollows, Mikael Tessema, Julia Udell

Northwestern University Law Review

Two Latin phrases describing litigants—pro se (for oneself) and in forma pauperis (IFP, as a poor person)—prompt this inquiry into the relationship between self-representation and requests for filing fee waivers. We sketch the governing legal principles for people seeking relief in the federal courts, the sources of income of the federal judiciary, the differing regimes to which Congress has subjected incarcerated and nonincarcerated people filing civil lawsuits, and analyses enabled by SCALES, a newly available database that coded 2016 and 2017 federal court docket sheets. This Essay’s account of what can be learned and of the data gaps demonstrates the …

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 …

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 …

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, …

Moving Forward: Recommendations For A Landmine Victim Data Collection And Management System The Landmine Casualty Database Workshop At James Madison University (Jmu), May 13–14, 2002, Cisr Jmu

The Journal of Conventional Weapons Destruction

After discussing ways to develop a systematic and accurate system for the collection of victim data on a global basis, participants developed three sets of recommendations that were presented to the global community.

The Landmines Resource Center For Lebanon, Habbouba Aoun

The Journal of Conventional Weapons Destruction

After 15 years of war and 22 years of occupation, Lebanon is littered with landmines. The Landmines Resource Center (LMRC) seeks to improve the situation by collecting, analyzing and disseminating related data.

It's Mine And You Can't Have It, Joe Lokey

The Journal of Conventional Weapons Destruction

It seems to be a given in the mine action community that you are acknowledged as an "expert" simply because you have stood up and declared it so. As with many humanitarian pursuits, there is no process to credential, certify, or license individuals, processes, or procedures in mine action. There is no guild or professional body to oversee and validate the veracity of performance claims. This is frustrating to donors and funding organizations that have little upon which to base outcome expectations. The answer is an open information system and process, transparent reporting, and contributions from the scientific community that …

Data Standardization, Thomas Powell

The Journal of Conventional Weapons Destruction

As the international community has placed increasing emphasis on efforts to identify, classify, neutralize, or remove landmines or other unexploded ordnance (UXO), the need to communicate information concerning the location, description, and hazards associated with these munitions has become apparent. Numerous database structures have been created to store information about the various munitions. However, different organizations, countries, or individuals have adopted their own unique data definitions and database structures, and these differences could affect the kinds of information available through these sources.

Tourism Professionals Indicate Research Needs, Robert M. O'Halloran, Donald F. Holecek

Hospitality Review

County and local tourism officials have a great need for data to help them make their decisions. The authors surveyed professionals to determine data used and needed, the types of decisions made, and where data is obtained. The results provide a profile for information sharing.