Methodology for Distributing a VAT

Proposes a revised methodology for analyzing the distributional effects of a value-added tax - the economic burden placed on households of different income levels and demographics - as well as on government revenues and spending and capital

Culture and the therapeutic relationship: Perspectives from Chinese clients

Chinese people in the United Kingdom and United States underuse mental health services and, when they do seek help, may find that therapy does not meet their needs. In response to calls in the literature for naturalistic studies of therapy with people of Chinese background, this study used a qualitative, multiple-case approach to examine clients' individual experiences in depth and detail. Semistructured interviews were conducted with eight Chinese clients. The aim was to investigate how culture might play a role in the therapeutic relationship. Qualitative analysis yielded four key themes concerning clients' and therapists' awareness of culture and how this impacted their working relationship: "Cultural encapsulation", "cultural formulation", "cultural liberation", and "culture is not important." Although participants' perceptions of therapy showed similarities to those reported by clients of European American descent, culture entered into the therapeutic relationship in complex and diverse ways. The findings have implications for delivering culturally sensitive therapies

An Evaluation of Classification and Outlier Detection Algorithms

This paper evaluates algorithms for classification and outlier detection accuracies in temporal data. We focus on algorithms that train and classify rapidly and can be used for systems that need to incorporate new data regularly. Hence, we compare the accuracy of six fast algorithms using a range of well-known time-series datasets. The analyses demonstrate that the choice of algorithm is task and data specific but that we can derive heuristics for choosing. Gradient Boosting Machines are generally best for classification but there is no single winner for outlier detection though Gradient Boosting Machines (again) and Random Forest are better. Hence, we recommend running evaluations of a number of algorithms using our heuristics

Effects of Movement, Growth Mindset and Math Talks on Math Anxiety

Mathematical anxiety is prevalent in our schools. This research provides insight into how mathematical anxiety develops and how it affects students throughout their lives. This study focuses on the mathematical anxiety and mathematical self-concept of five second grade classes at an economically disadvantaged school in rural North Texas. The study looked to see if adding the interventions of movement, mathematical growth mindset and math talks to a classroom would improve the mathematical self-concept of the children in the classrooms which participated. The study contained three classrooms of students who participated in the interventions and two classrooms which were used as a control group. All five second grade classrooms completed a pre and post-intervention survey of mathematical self-concepts. The three main categories measured by the survey were math self-concept, comfort using different mathematical strategies and comfort level with discussing and using math concepts in front of peers. The children received mathematical movement lessons on Mondays, growth mindset journaling and discussions on Tuesdays and mental math number talks on Wednesdays. After the four-week study, the results showed an overall gain in positive responses for the three categories, which were measured for this study in the intervention group. The control group did not show as much of a positive gain as the intervention group did, and in some cases actually went down in positive responses

Constrained Regulatory Exit in Energy Law

In recent years, the federal government’s efforts to open up competitive electricity markets have transformed how we think about the regulation of energy. In many respects, the Federal Energy Regulatory Commission’s (FERC) broad “deregulatory” efforts, which commenced in the 1990s, might appear to be a case of paradigmatic regulatory exit as defined by J.B. Ruhl and Jim Salzman. But our case study of FERC’s restructuring of wholesale electricity markets reveals some important institutional features that make exit in federalism contexts, and under federal statutory duties, a rich and difficult problem. In the context of energy, exit from one regulatory sphere can create regulatory gaps. This has led FERC, which largely exited the regulation of wholesale electricity rates, to increase regulation in other spheres. It has also invited forms of intergovernmental exchange, as states have emulated or otherwise responded to FERC’s regulatory modifications in the areas in which states have jurisdiction. In this sense, the transition to competitive energy supply markets has involved constrained exit characterized by a hydraulic back-and-forth between regulators and institutions in an effort to ensure that statutory duties are fulfilled and other public needs are met. This assessment of regulatory exchange has a prescriptive implication: a federal regulator seeking to exit specific forms of conventional regulation needs to proactively develop strategies to facilitate regulatory exchange, while simultaneously preserving its authority over important substantive values related to its regulatory mission. Attention to “offsetting” regulations is often necessary to ensure that problematic regulatory gaps will not arise. In the energy context, these strategies might also include the use of mechanisms that give other institutions a voice in implementing exit strategies, as well as better ex ante regulatory planning for market enforcement that will continue after partial exit. We argue that it is not only a good strategy for federal regulators to recognize this hydraulic feature of exit, but that cooperative federalism statutes such as the Federal Power Act often require them to do so

Connected to Give: Jewish Legacies

This is the second report in the "Connected to Give" series, and compares Jews on all sides of planned giving -- those with and without wills, those whose wills do and do not contain provisions for charitable bequests, and those whose charitable bequests do and do not include Jewish causes