(Re)Claiming Our Expertise: Parsing Large Text Corpora With Manually Validated and Organic Dictionaries

Content analysis of large-scale textual data sets poses myriad problems, particularly when researchers seek to analyze content that is both theoretically derived and context dependent. In this piece, we detail the approach we developed to tackle the analysis of the context-dependent content of political incivility. After describing our manually validated organic dictionaries approach, we compare the method to others we could have used and then replicate the method in a different—but still context-dependent—project examining political issue content on social media. We conclude by summarizing the strengths and weaknesses of the approach and offering suggestions for future research that can refine and expand the method.     

Policing alienated minorities in divided cities

Minority groups frequently challenge the legitimacy of legal authorities, particularly the police. Without trust and legitimacy, the police encounter constant conflict and cannot function effectively. While past research has examined minorities’ perceptions of the police, national minorities provide an interesting and under‐investigated test case because of their inherent identity conflict with the state. The current research examines three factors to explain minority–majority disparities in views of the police: (i) police effectiveness and fairness; (ii) intergroup discrimination (termed relative deprivation in policing); and (iii) identification with the state. Findings from a survey of Jewish and Arab residents of nationally mixed neighborhoods in Israel (n = 394) suggest that while all of these factors account for minority–majority discrepancies in views of the police, perceptions of police fairness are particularly important. Furthermore, feelings of discrimination and low levels of identification with the state are less important than evaluations of fairness in explaining minorities’ negative perceptions of the police.     

Long-term impact of family group conferences on re-offending: the Indianapolis restorative justice experiment

Objectives

The purpose of the current study is to test the long-term effect of Family Group Conferences (FGCs) on recidivism prevalence and time to first re-offense for first-time youthful offenders.

Methods

The current study builds on an experiment with a reasonably large sample (n?=?782) conducted in Marion County (Indianapolis), Indiana, USA. The current study extends this work by following the cases for an additional 10?years. To examine the empirical relationships among the variables, this study employs a two-step approach. The initial analysis, employing logistic regression, measures prevalence of re-offending based on whether the youth ever was re-arrested during the follow-up period. The second step employs Cox Proportional-Hazards Regression to examine time until first re-offense.

Results

The findings revealed that when extended to a 12-year follow-up period, there were no significant differences between the FGC and control groups in re-offending prevalence or time to re-offense.

Conclusions

An earlier study suggests that treatment group youths experienced reduced risk in the short-term and there is no evidence in the present study to suggest that youths participating in FGCs were placed at greater risk for re-offending. Given these findings and the body of research suggesting improved outcomes for victims, continued experimentation with FGCs and related restorative processes seems warranted. Future studies would benefit from blocking procedures in the experimental design in order to examine whether treatment effects are moderated by gender, race, and initial type of offense. The lack of such blocking procedures represents a limitation of the current study.     

<Emphasis Type="Italic">Hanging On</Emphasis>: Reflections on visual reproduction and the UK Abortion Act 1967

This is a reflection on the visual installation piece, Hanging On, produced collaboratively for the Feminist Legal Studies ‘At the Kitchen Table’ zine in 2016. The author and co-artist considers the research that informed and helped conceptually drive the aesthetics of the piece, including academic research on abortion within literary aesthetics. How these concepts ‘translated’ into hands-on artistic practice and physical materials is discussed, including the difficulties and knowledge gained from the process. The author finally considers the benefits of such interdisciplinary, aesthetic encounters within contemporary feminist knowledge production.     

Patient narrative: an ‘on-switch’ for evaluating best interests

This article examines how the wishes, feelings, values and beliefs of adults lacking capacity can be evaluated and the extent to which they are given effect in best interests decision-making. One way of fulfilling the clinician’s legal responsibilities to take a patient’s preferences into account is to explicitly link these to the notion of narrative. Narratives provide a compelling grounding and give weight to views and values that may have been informally and consistently expressed in the past. An evaluation of recent case law suggests that the trajectory of a person’s life, their character and personality, and the perspectives of those with whom the patient has valued relationships are given increasing judicial recognition. Attending to the narrative of the patient could lead to a more sophisticated judgement of best interests than an objective ‘balance sheet’ approach would allow and enable greater alignment with the UN Convention on the Rights of Persons with Disabilities.     

The Scientific and the Social in Implementing Atkins v. Virginia

Atkins v. Virginia (2002) categorically exempts intellectually disabled defendants from execution, yet some constitutionally suspect punishments suggest a gap between law and practice. This article moves beyond critiquing Atkins’ formal implementation to provide a decentered analysis of the Atkins gap focused on the category of intellectual disability. It explores how drawing boundaries around intellectual disability in capital cases requires law to grapple with fluid scientific and social constructs through a study of how courts operationalize intellectual disability in capital cases. It draws from literatures considering the construction of intellectual disability and law's relationship to the scientific and the social and finds that this intersection first enables a conceptual disconnect between scientific and legal constructions of intellectual disability and, second, invites the use of stereotypes to inform the category. These processes undermine Atkins’—and other categorical exemptions’—ability to functionally limit extreme punishments and also reveal law as mutually constitutive.     

Voting for peace,mobilizing for war: post-conflict voter turnout and civil war recurrence

In democratic elections around the world, high levels of voter turnout are frequently praised as a sign of democratic legitimacy and consolidation. However, while popular participation should be lauded in many circumstances, under certain conditions it can also have nefarious side effects. In post-conflict countries, high levels of voter turnout may make it easier for militants to return to arms because everyday people are invested in the political process and the electoral outcome. Through the use of survival modelling, this study finds that voter turnout is positively correlated with civil war recidivism in post-conflict first elections. Even when elections are not particularly contentious or when structural factors (such as level of development) are auspicious, voter turnout continues to have a positive and statistically significant relationship with recidivism.