After coming out: Parental acceptance of young lesbian and gay people

This study examines extant scholarly knowledge on parental acceptance of young lesbian and gay people in traditional heteronormative families. Recent literature shows that parents generally accept their lesbian and gay children. However, parents do not always accept them immediately after they come out. Acceptance takes time, and transitioning to acceptance is often a complex process that depends on parents' access to the necessary resources for coping with the stresses of knowing that their child identifies as lesbian or gay. These resources include counseling or therapy, supportive friends and extended family, and a network of other parents with lesbian and gay children. This study also highlights the need for further research on parental acceptance in nontraditional families and of children with other nonheterosexual identities, such as asexuality, gray ace, bisexuality, or pansexuality. It also calls for an exploration of the complexities of parental acceptance as an ongoing process rather than as a singular event.     

LGBTQ Activist Organizations as ‘Respectably Queer’ in India: Contesting a Western View

This study contests the distinction of LGBTQ (lesbian, gay, bisexual, transgender and queer) organizations suggested by earlier scholars as ‘respectable’ — i.e. normalizing, professionalizing and conforming to the dominant cultural and institutional patterns — and ‘queer’, meaning challenging the cultural and institutional forces that ‘normalize and commodify differences’. Using Bernstein's model of identity deployment, it is found problematic to distinguish LGBTQ organizations this way because when the actions of LGBTQ organizations are more complex to describe, it is not warranted to conflate identity goals with identity strategies — whether normalizing (respectable) or differentiating (queer). To examine these concerns, a qualitative inquiry was used to study five LGBTQ organizations in India where the intersections of post‐colonial ethnicity, gender, social class and sexuality offer an intriguing context through which to study queer activism. Based on the findings, it is argued from a post‐colonial perspective that when the socio‐cultural and historical existence of non‐homonormative queer communities and practices is strong, LGBTQ organizations challenge the heteronormative and/or other forms of domination to become ‘queer’. But they may simultaneously become ‘respectable′ by conforming to the diversity politics of non‐profit business, donors, and social movement organizations they seek support from, and turn out as ‘respectably queer’.     

Bayesian Variable Selection Under Collinearity

In this article, we highlight some interesting facts about Bayesian variable selection methods for linear regression models in settings where the design matrix exhibits strong collinearity. We first demonstrate via real data analysis and simulation studies that summaries of the posterior distribution based on marginal and joint distributions may give conflicting results for assessing the importance of strongly correlated covariates. The natural question is which one should be used in practice. The simulation studies suggest that posterior inclusion probabilities and Bayes factors that evaluate the importance of correlated covariates jointly are more appropriate, and some priors may be more adversely affected in such a setting. To obtain a better understanding behind the phenomenon, we study some toy examples with Zellner’s g-prior. The results show that strong collinearity may lead to a multimodal posterior distribution over models, in which joint summaries are more appropriate than marginal summaries. Thus, we recommend a routine examination of the correlation matrix and calculation of the joint inclusion probabilities for correlated covariates, in addition to marginal inclusion probabilities, for assessing the importance of covariates in Bayesian variable selection.     

Student Veteran Career Transition Readiness,Career Adaptability,and Academic and Life Satisfaction

Student military veterans pursuing higher education present with unique career development needs. To better understand these needs, the authors conducted an exploratory study to examine career transition readiness, career adaptability, academic satisfaction, and satisfaction with life among 134 student military veterans (34 women, 100 men). Results indicated statistically significant positive correlations between satisfaction with life scores and scores on measures of career transition readiness and career adaptability. Regression results demonstrated that career transition readiness and career adaptability predicted satisfaction with life, but not academic satisfaction. The findings suggest a need to understand the complexity of student veterans’ career and academic development in both research and practice.     

Decomposition of Changes in Korean Wage Inequality, 1998–2007

South Korea experienced a steep increase in wage inequality between the Asian financial crisis in 1997 and the global financial crisis in 2008. This paper investigates the causes of the sharp change during that time period by looking at the contributions of changes in the distributions of schooling and unionization. The effects are estimated applying two robust distributional function based decomposition methods on Korean Labor and Panel Survey data for the time period 1998–2007. The results suggest changes in the distribution of schooling can explain about 10 % of the changes in the 90/50 percentile wage gap. The declining unionization rate does not have much impact on the upward trend of Korean wage inequality. In addition, aggregate decomposition results suggest that changes in labor force composition can explain a significant proportion of the total wage changes in the upper-tail of the distribution. Based on our findings we provide a list of policy recommendations to address the wage inequality issue in Korea.     

Construction of bivariate and multivariate weighted distributions via conditioning

Weighted distributions (univariate and bivariate) have received widespread attention over the last two decades because of their flexibility for analyzing skewed data. In this article, we propose an alternative method to construct a new family of bivariate and multivariate weighted distributions. For illustrative purposes, some examples of the proposed method are presented. Several structural properties of the bivariate weighted distributions including marginal distributions together with distributions of the minimum and maximum, evaluation of the reliability parameter, and verification of total positivity of order two are also presented. In addition, we provide some multivariate extensions of the proposed models. A real-life data set is used to show the applicability of these bivariate weighted distributions.     

Democracy and human development: recent legislation in India

Human Development (HD) requires that development must accompany fundamental human concerns that make life worth living. It is surprising that despite being a democracy, India performs poorly on HD. In this backdrop, four pieces of legislation of different orientations have been passed since 1998–99: ‘Swarnajayanti Gram Swarozgar Yojana’, the ‘Right to Information’, the ‘National Rural Employment Guarantee Act’ and the ‘Right to Education’. Where successful, they have empowered the beneficiaries. Though not expressed as such, nor exclusively directed to this end, these pieces of legislation are bound together with democracy's demand for HD: they are influenced externally by various aspects of globalisation; internally, development is continuously interrogated by democracy, competitive politics and social activism.     

Developing a new BIC for detecting change-points

Usual derivation of BIC for the marginal likelihood of a model or hypothesis via Laplace approximation does not hold for a change-point which is a discrete parameter. We provide an analogue l BIC, which is a lower bound to the marginal likelihood of a model with change points and has an approximation error up to O_p(1) like standard Schwartz BIC. Several applications are provided covering simulated r.v.'s and real financial figures on short-term interest rate.