Robust Priors in Nonlinear Panel Data Models

Many approaches to estimation of panel models are based on an average or integrated likelihood that assigns weights to different values of the individual effects. Fixed effects, random effects, and Bayesian approaches all fall into this category. We provide a characterization of the class of weights (or priors) that produce estimators that are first‐order unbiased. We show that such bias‐reducing weights will depend on the data in general unless an orthogonal reparameterization or an essentially equivalent condition is available. Two intuitively appealing weighting schemes are discussed. We argue that asymptotically valid confidence intervals can be read from the posterior distribution of the common parameters when N and T grow at the same rate. Next, we show that random effects estimators are not bias reducing in general and we discuss important exceptions. Moreover, the bias depends on the Kullback–Leibler distance between the population distribution of the effects and its best approximation in the random effects family. Finally, we show that, in general, standard random effects estimation of marginal effects is inconsistent for large T, whereas the posterior mean of the marginal effect is large‐T consistent, and we provide conditions for bias reduction. Some examples and Monte Carlo experiments illustrate the results.     

Reflective Debriefing: A Social Work Intervention Addressing Moral Distress among ICU Nurses

ABSTRACT

Health-care workers may experience moral distress when they are unable to act as they believe is ethically appropriate in their clinical work. A social worker-facilitated protocol called Reflective Debriefing was developed and tested for alleviating moral distress through regular debriefings with nursing staff on an intensive care unit (ICU). Forty-two ICU nurses completed a Moral Distress Scale-Revised (MDS-R) at the beginning and end of a 6-month period, during which time regular debriefings were offered. The overall level of moral distress on the ICU surveyed was found to be low to moderate. The top three most frequent situations causing moral distress reported by most nurses in this study were related to the provision of nonbeneficial care in the ICU. Participants reported gaining the most benefit from feeling empowered to constructively confront other staff members about truth-telling in giving a prognosis. Nurses’ overall response to the intervention was positive, with 100% of participants requesting to continue the Reflective Debriefing sessions either on a monthly or on an as-needed basis. The response to the intervention emphasized the importance of interprofessional collaboration to successfully combat moral distress among health-care workers and may protect them from burnout, detachment, and even quitting their profession.     

Statistical and computational tradeoff in genetic algorithm-based estimation

When a genetic algorithm (GA) is employed in a statistical problem, the result is affected by both variability due to sampling and the stochastic elements of algorithm. Both of these components should be controlled in order to obtain reliable results. In the present work we analyze parametric estimation problems tackled by GAs, and pursue two objectives: the first one is related to a formal variability analysis of final estimates, showing that it can be easily decomposed in the two sources of variability. In the second one we introduce a framework of GA estimation with fixed computational resources, which is a form of statistical and the computational tradeoff question, crucial in recent problems. In this situation the result should be optimal from both the statistical and computational point of view, considering the two sources of variability and the constraints on resources. Simulation studies will be presented for illustrating the proposed method and the statistical and computational tradeoff question.     

Family Structure and Children’s Education Outcome: Evidence from Uruguay

As the developed world has experienced a shift away from the traditional two-biological parent family, scholars have sought to understand how children are faring in non-traditional homes. Debate has arisen over assertions that children from non-traditional families do less well in school. Concerns about selection issues as well as a paucity of cross-cultural evidence, have led some scholars to question the influence of family structure on educational attainment. Using data from the 2006 Uruguayan household survey, we evaluated the relationship of family structure with children’s education using two different methods to deal with selection problems, an instrumental variables approach and propensity score matching. Both approaches yield evidence that growing up in non-traditional family structures seems to be negative related with the schooling of Uruguayan boys, with more muted results for girls. Interestingly, Uruguay is a developing country with two peculiarities, that is, a culture that experienced fairly rapid modernization in terms of institutions—including family transition—especially compared with other South American nations, and meanwhile an intriguingly high level of school drop-out, unusually high for Uruguay’s overall level of development.     

Migration,Poverty, and Risk of HIV Infection: An Application of Social Capital Theory

A majority of current HIV/AIDS interventions are designed primarily after individual-based public health models and pay little attention to the socioeconomic environment in which HIV transmission occurs. This article focuses on outlining how migration acts as a conduit for disease transmission in South Africa and then proposes a macro-level prevention model based on social capital theory, thus then supplementing current prevention literature. It is based on the argument that social disruption and stresses from migration lead to sexual interactions during the migration periods that amplify the risk of HIV transmission among migrants.     

Book reviews

New scholarship on rape in American history

Sex Without Consent: Rape and Sexual Coercion in America. Edited by Merril D. Smith. New York: New York University Press, 2001, 308 pages. Cloth, $60.00; paper, $19.50.

The enigma of sexual desire

Sexual Appetite, Desire and Motivation: Energetics of the Sexual System. Edited by Walter Everaerd, Ellen Laan, and Stephanie Both. Amsterdam, Netherlands: Knaw Edita, 2001, 156 pages. Paper, NLG 80.00, Euro 36.30.

American sex in the private and public sectors

Sex, Love, and Health in America: Private Choices and Public Policies. Edited by Edward O. Laumann and Robert T. Michael. Chicago, IL: The University of Chicago Press, 2000, 535 pages. Hardcover, $48.

Enlarging the landscape of sexual pleasure

Good Sex: Feminist Perspectives from the World's Religions. Edited by Patricia Beattie Jung, Mary E. Hunt, and Radhika Balakrishnan. New Brunswick, NJ: Rutgers University Press, 2001, 220 pages. Cloth, $50.00; paper, $20.00.

Another stab at sexual theory

The Role of Theory in Sex Research. Edited by John Bancroft. Bloomington, IN: Indiana University Press, 2000, 366 pages. Cloth, $49.95.     

Mapping vulnerability to climate change-related hazards: children at risk in a US–Mexico border metropolis

There are significant human impacts associated with climate change. This paper introduces a model for identifying small area risks associated with children’s vulnerability to climate change-related hazard exposures, which is transferable to other regions and adaptable to varied population and exposure scenarios. The cross-national El Paso-Ciudad Juárez (US-Mexico) metropolis serves as the study area for model implementation, which involves mapping social vulnerability, hazard exposure, and cumulative climate change-related risks. This study addresses two limitations of extant fine-scale climate change vulnerability mapping studies. First, rather than focusing on one exposure variable, it assesses the combined risks of multiple exposures (extreme heat, peak ozone, and floods) and, thus, offers a model for mapping neighborhood-level cumulative climate change exposure risks. Second, it provides a model for small area spatial analyses of climate change vulnerability within low-/middle-income countries and in contexts where climate change risks (and appropriate responses) are cross-national in scope.     

Culture and identity: two different notions

A clear, precise conceptual distinction between ‘culture’ and ‘identity’ is an essential precondition for analyzing social processes. The anthropological concept of ‘identity’ has been built up over time and enriched by studies on interethnic relationships, ethnic borders and ethnicity. The objective of this essay is to add to an already well-defined concept of culture by incorporating decisive contributions from theories on the nation. Culture and nation are not only highly complex theoretical notions with a long history; they both deal with heterogeneous and conflictive entities. The essay asserts that culture and identity allude to analytically different aspects of social processes. No relationship between the two can be presupposed or generalized to fit all cases. It is necessary to analyze cultural and identitary aspects separately.     

Preliminary Evaluation of the Validity and Reliability of the Spanish Version of the Therapeutic Alliance with Clinician (TAC) Questionnaire

As part of a broader study aimed at evaluating perceived alliance with service providers and level of satisfaction with services received, 103 monolingual Spanish speaking Hispanic women were interviewed. Participants were receiving ongoing behavioral health treatment at three different community service provider sites located in the greater New Haven area in Connecticut. These sites included a community health center (n = 40), a community behavioral health center (n = 40), and a faith-based agency (n = 23). As part of this study, the English version of the Therapeutic Alliance with Clinician (TAC) questionnaire was translated into Spanish and administered to our sample of Hispanic women. Results on the psychometric properties of the Spanish version of the TAC are presented in this article.