Patella sex determination by 3D statistical shape models and nonlinear classifiers

Sex determination is one of the essential steps in personal identification of an individual from skeletal remains. Most elements of the skeleton have been subjected to discriminant function analysis for sex estimation, but little work has been done in terms of the patella. This paper proposes a new sex determination method from the patella using a novel automated feature extraction technique. A dataset of 228 patellae (95 females and 133 males) was amassed from the William M. Bass Donated Skeletal Collection from the University of Tennessee and was subjected to noninvasive high resolution computed tomography (CT). After the CT data were segmented, a set of features was automatically extracted, normalized, and ranked. The segmentation process with surface smoothing minimizes the noise from enthesophytes and ultimately allows our methods to distinguish variations in patellar morphology. These features include geometric features, moments, principal axes, and principal components. A feature vector of dimension 45 for each subject was then constructed. A set of statistical and supervised neural network classification methods were used to classify the sex of the patellar feature vectors. Nonlinear classifiers such as neural networks have been used in previous research to analyze several medical diagnosis problems, including quantitative tissue characterization and automated chromosome classification. In this paper, different classification methods were compared. Classification success ranged from 83.77% average classification rate using labels from a Fuzzy C-Means (FCM) clustering step, to 90.3% for linear discriminant classification (LDC). We obtained results of 96.02% and 93.51% training and testing classification rates, respectively, using feed-forward backpropagation neural networks (NN). These promising results using newly developed features and the application of nonlinear classifiers encourage the usage of these methods in forensic anthropology for identifying the sex of an individual from incomplete skeletons retaining at least one patella.     

Masculinity and Transitional Justice: An Exploratory Essay

In recent years, there has been a growing focus on includingwomen in transitional justice processes. Some scholars questionwhether transitional justice mechanisms take obstacles for women,such as ongoing domestic violence, into account. This articlefollows this line of inquiry using the prism of ongoing violenceagainst women in South Africa. It focuses on masculinity, andquestions the degree to which masculinity, and violent masculinitiesin particular, are considered in transitional justice studies.The article calls for a nuanced understanding of masculinitiesand their relationship to transitional justice, and sets parametersfor a more concerted study of the subject.     

Charter rights & health care funding: a typology of Canadian health rights litigation

Canadian health consumers have increasingly relied on the Charter of Rights and Freedoms to demand certain therapies and reasonably timely access to care. Organizing these cases into a 5-part typology, we examine how a rights-based discourse affects allocation of health care resources. First, successful Charter challenges can, in theory, lead to courts granting and enforcing positive rights to therapies or to timely care. Second, courts may grant a right to certain health services; however, subsequently government fails to deliver on this right. Third, successful litigation may create negative rights, i.e. rights to access care or private health insurance without government interference. Fourth, consumers can fail in their legal pursuit of a right but galvanize public support in the process, ultimately effecting the desired policy changes. Lastly, a failed lawsuit can stifle an entire advocacy campaign for the sought-after therapies. The typology illustrates the need to examine both legal and policy outcomes of health right litigation. This broader analysis reveals that the pursuit of health rights seems to have caused largely a regressive rather than progressive impact on Canadian Medicare.     

The Centrality of Theory in Modern Day Crime Prevention: Developments,Challenges, and Opportunities

Theory matters in crime prevention. Indeed, but this is hardly the full story. Crime prevention is oftentimes viewed as atheoretical—not grounded in the etiology of crime and offending. Reasons abound for this view, and the recent interest in an evidence-based approach to policy-making has been at the forefront. This article reviews the role that theory plays in modern day crime prevention, with a special focus on the three main crime prevention strategies: developmental, community, and situational. The review identifies a number of key challenges and opportunities for making theory more central to crime prevention. It suggests that the classification system employed in situational crime prevention has allowed for a more explicit connection between sound theory and prevention techniques, and may provide important lessons for developmental and community crime prevention.     

Focused Deterrence Strategies and Crime Control

Research Summary

Focused deterrence strategies are increasingly being applied to prevent and control gang and group‐involved violence, overt drug markets, and individual repeat offenders. Our updated examination of the effects of focused deterrence strategies on crime followed the systematic review protocols and conventions of the Campbell Collaboration. Twenty‐four quasi‐experimental evaluations were identified in this systematic review. The results of our meta‐analysis demonstrate that focused deterrence strategies are associated with an overall statistically significant, moderate crime reduction effect. Nevertheless, program effect sizes varied by program type and were smaller for evaluations with more rigorous research designs.

Policy Implications

The available empirical evidence suggests these strategies generate noteworthy crime reduction impacts and should be part of a broader portfolio of crime reduction strategies available to policy makers and practitioners. Investments still need to be made, however, to strengthen the overall rigor of program evaluations and improve our understanding of key program activities associated with observed crime reduction impacts.     

Hot spot trafficking: a theoretical discussion of the potential problems associated with targeted policing and the eradication of sex trafficking in the United States

Throughout the United States, legal professionals and advocates have taken measures to address the access to victims of sex trafficking. A commonly accepted practice has been to advocate for the removal of ‘sex for sale’ advertising in free media such as Craigslist and Backpage. Although this action against the solicitation of prostitution has been celebrated by many advocates and legal professionals, the removal of such advertisements does not directly affect the prevalence of sex trafficking. In fact, displacement theory suggests that the removal of solicitation advertisements and targeted policing forces traffickers to simply advertise elsewhere or become more creative in selling the victims, thereby concealing the act of sex trafficking and making it less identifiable. Although we do not advocate for the maintenance of ‘sex for sale’ advertisements, the process of removing these ads is counterproductive, having little positive impact on the incidence of sex trafficking in the United States. Rather, it forces both traffickers and victims to bury deeper in the already hidden world of sex trafficking. Policy implications derived from criminal displacement theory and research are provided.     

Attention to Counter-Attitudinal Messages in a State Election Campaign

Research following the "selective exposure" model has focused on avoidance of political messages with which a person might disagree. But positive attention to such "counter-attitudinal" messages is worthy of study, in part because normative theories of democracy value exposure to information that might disturb citizens' political predispositions. Surveys of youth (N = 417) and parents (N = 430) examine attention to newspaper, television, and Web messages about candidates. While there is somewhat more attention to messages about and for a person's favored political candidate or party, forms of political involvement (knowledge, curiosity, and discussion) that predict this "attitude-consistent" attention also predict counter-attitudinal attention at least as strongly. Parents' education and students' exposure to civics lessons also predict both kinds of attention. These results suggest that attention to counterattitudinal political messages is worthy of further study as an important goal of political socialization and a criterion of citizen performance in democracy.     

Product counterfeiting and the media: examining news sources used in the construction of product counterfeiting as a social problem

Product counterfeiting has received increased attention due to its economic and public health impact. Media framing of product counterfeiting shapes how the public and policymakers understand the problem. While there is a large body of literature examining crime and the media generally, empirical studies have yet to focus on the media construction of product counterfeiting. This study presents the results of a content analysis using a random sample of newspaper articles referencing product counterfeiting in the New York Times and the Wall Street Journal from 2000 to 2009. Articles were coded for common patterns in sources of information. While the results indicate the presence of a wide variety of themes, product types, and industries, government and business sources are overrepresented among the sources cited, leading to some level of consistency in the presentation of the impact of and appropriate responses to product counterfeiting. Implications for understanding how the public and policymakers understand product counterfeiting are discussed.