Bayesian estimation of extropy and goodness of fit tests

Extropy, a complementary dual of entropy, is considered in this paper. A Bayesian approach based on the Dirichlet process is proposed for the estimation of extropy. A goodness of fit test is also developed. Many theoretical properties of the procedure are derived. Several examples are discussed to illustrate the approach.     

Flexible Production on the Working Waterfront: The Social Origins of the Northwest Atlantic Sea Urchin Industry*

Abstract In 1986 the northwest Atlantic sea urchin was little more than a nuisance to local fishermen. Six years later, sea urchins were the second most valuable fishery in Maine, next the lobsters. This paper examines the initiation and early development of the northwest Atlantic sea urchin industry. The industry is unique because of its quick growth and its reliance on international markets. On the basis of ethnographic research, I examine the ability of firms already working in in‐shore fisheries to adapt to the introduction of international markets for a new product. Institutional arrangements of the working waterfront facilitate these adaptations through technological and social flexibility. In addition, flexible adaptation to the sea urchin market was not inhibited by existing formal or informal institutions. This analysis of the sea urchin industry and the working waterfront contributes to current discussions about small‐firm networks and the economic sociology of industries.     

Has Income Segregation Really Increased? Bias and Bias Correction in Sample-Based Segregation Estimates

Several recent studies have concluded that residential segregation by income in the United States has increased in the decades since 1970, including a significant increase after 2000. Income segregation measures, however, are biased upward when based on sample data. This is a potential concern because the sampling rate of the American Community Survey (ACS)—from which post-2000 income segregation estimates are constructed—was lower than that of the earlier decennial censuses. Thus, the apparent increase in income segregation post-2000 may simply reflect larger upward bias in the estimates from the ACS, and the estimated trend may therefore be inaccurate. In this study, we first derive formulas describing the approximate sampling bias in two measures of segregation. Next, using Monte Carlo simulations, we show that the bias-corrected estimators eliminate virtually all of the bias in segregation estimates in most cases of practical interest, although the correction fails to eliminate bias in some cases when the population is unevenly distributed among geographic units and the average within-unit samples are very small. We then use the bias-corrected estimators to produce unbiased estimates of the trends in income segregation over the last four decades in large U.S. metropolitan areas. Using these corrected estimates, we replicate the central analyses in four prior studies on income segregation. We find that the primary conclusions from these studies remain unchanged, although the true increase in income segregation among families after 2000 was only half as large as that reported in earlier work. Despite this revision, our replications confirm that income segregation has increased sharply in recent decades among families with children and that income inequality is a strong and consistent predictor of income segregation.     

High Rates of Access to Health Care,Disclosure of Sexuality and Gender Identity to Providers Among House and Ball Community Members in New York City

The House and Ball community is an important cultural manifestation of resiliency for Black and Latino gay and bisexual men and transgender women. Participants at the August 2013 House of Latex Ball in New York City were surveyed about insurance coverage, health care access, experiences in health care, and housing instability. The sample (n = 367) was 58% Black/African American and 20% Hispanic/Latino, with a mean age of 31. Fifty-five percent were gay and bisexual men. Although only 6% identified as transgender, nearly one half were gender nonconforming. Strong majorities had health insurance, were in regular medical care, and were “out” to their providers. Some were unstably housed and had recently exchanged sex for shelter or money. High rates of health care access and disclosure indicate resiliency and agency. Unstable housing and income insecurity may be structural drivers of vulnerability for this population to HIV infection and other health risks.     

A Quarter Century of The Analysis of Verbal Behavior: An Analysis of Impact

The Analysis of Verbal Behavior (TAVB) has been published since 1982, and during this time, interest in verbal behavior research appears to have increased substantially within behavior analysis. The purpose of the present analysis was to assess the influence of TAVB on the field by (a) counting citations of TAVB articles in the Journal of the Experimental Analysis of Behavior (JEAB) and the Journal of Applied Behavior Analysis (JABA) from 1983 through 2007, (b) examining which other journals cite TAVB, and (c) calculating impact-factor estimates for 2003 through 2007. Citations of TAVB articles began to appear in JEAB and JABA in the late 1980s to early 1990s, and by the end of 2007, almost a third of all articles published in TAVB had been cited in either JEAB or JABA. Other journals that cite TAVB include The Behavior Analyst and The Psychological Record. The estimated impact factor ranged from 0.267 to 0.600. Strategies for increasing the impact of TAVB are discussed.     

Strengths-based creative mindfulness-based group work with youth aging out of the child welfare system

ABSTRACT

This article describes the outcomes of a doctoral study exploring the facilitation of an arts and mindfulness-based group for youth aging out of the child welfare system. Although there has been an upsurge in attention to the use of mindfulness-based interventions (MBIs) with children, there are still significant knowledge gaps regarding the use of MBIs with older youth who have experienced trauma, loss, and marginalization. At the same time, there is increasing attention to the importance of relationships to successful transitions in the lives of youth aging out of child welfare system. This research is qualitative and sought to explore how an innovative MBI was experienced by these youth. Data from semistructured interviews revealed key themes related to the unique challenges of being involved in the child welfare system and the aging-out process, the participants’ understanding and benefits of learning mindfulness, as well as their experience of social support through a collaborative group participation. The benefits of group participation, including meaningful engagement in the group process, are considered.     

The Democratization of Data Science Education

Abstract

Over the last three decades, data have become ubiquitous and cheap. This transition has accelerated over the last five years and training in statistics, machine learning, and data analysis has struggled to keep up. In April 2014, we launched a program of nine courses, the Johns Hopkins Data Science Specialization, which has now had more than 4 million enrollments over the past five years. Here, the program is described and compared to standard data science curricula as they were organized in 2014 and 2015. We show that novel pedagogical and administrative decisions introduced in our program are now standard in online data science programs. The impact of the Data Science Specialization on data science education in the U.S. is also discussed. Finally, we conclude with some thoughts about the future of data science education in a data democratized world.     

Way of being and the therapeutic pyramid: Expanding the application of a common factors meta‐model

Common factors proponents have suggested the need for principle‐based meta‐models to explain how various factors interact with each other to produce change. The therapeutic pyramid is a common factors meta‐model that outlines how therapeutic skills and techniques, the therapeutic alliance, and a therapist's way of being interactive to produce therapeutic change. Skills and techniques occupy the smallest top portion of the pyramid, with the therapeutic alliance in the middle and a therapist's way of being forming the foundation of the pyramid. The success of any layer rests on the quality of the immediately underlying layer. This study illustrates the broad applicability of common factors meta‐models by applying the therapeutic pyramid to couples therapy, family therapy, training and supervision, and professional ethics.     

Participant recruitment and data collection through Facebook: the role of personality factors

As participant recruitment and data collection over the Internet have become more common, numerous observers have expressed concern regarding the validity of research conducted in this fashion. One growing method of conducting research over the Internet involves recruiting participants and administering questionnaires over Facebook, the world’s largest social networking service. If Facebook is to be considered a viable platform for social research, it is necessary to demonstrate that Facebook users are sufficiently heterogeneous and that research conducted through Facebook is likely to produce results that can be generalized to a larger population. The present study examines these questions by comparing demographic and personality data collected over Facebook with data collected through a standalone website, and data collected from college undergraduates at two universities. Results indicate that statistically significant differences exist between Facebook data and the comparison data-sets, but since 80% of analyses exhibited partial η^2?相似文献   

DSM-5 substance use disorders among college-age young adults in the United States: Prevalence,remission and treatment

Abstract

Objective: To determine the prevalence, remission, and treatment associated with DSM-5 substance use disorders (SUDs) among young adults based on college attendance. Participants: The population-based sample included 2,057 young adults aged 19–23 in college/school and 1,213 not currently attending college/school who participated from April 2012 through June 2013. Methods: Face-to-face interviews were conducted as part of a cross-sectional national survey. Results: The prevalence of any past-year DSM-5 SUD was 39.6% among young adults in college and 44.5% among those not attending college. Past-year tobacco use disorder and multiple DSM-5 SUDs were more prevalent among those not attending college. Among those with prior-to-past-year SUDs, abstinent remission was low among college (1.0%) and noncollege (1.9%) young adults. Conclusions: Approximately two in five U.S. college students had at least one past-year DSM-5 SUD. Sustained abstinent remission from SUDs is extremely rare (1–2%) and the majority of those with SUDs do not receive treatment.