Technological advances in genotyping have given rise to hypothesis-based association studies of increasing scope. As a result, the scientific hypotheses addressed by these studies have become more complex and more difficult to address using existing analytic methodologies. Obstacles to analysis include inference in the face of multiple comparisons, complications arising from correlations among the SNPs (single nucleotide polymorphisms), choice of their genetic parametrization and missing data. In this paper we present an efficient Bayesian model search strategy that searches over the space of genetic markers and their genetic parametrization. The resulting method for Multilevel Inference of SNP Associations, MISA, allows computation of multilevel posterior probabilities and Bayes factors at the global, gene and SNP level, with the prior distribution on SNP inclusion in the model providing an intrinsic multiplicity correction. We use simulated data sets to characterize MISA's statistical power, and show that MISA has higher power to detect association than standard procedures. Using data from the North Carolina Ovarian Cancer Study (NCOCS), MISA identifies variants that were not identified by standard methods and have been externally "validated" in independent studies. We examine sensitivity of the NCOCS results to prior choice and method for imputing missing data. MISA is available in an R package on CRAN. 相似文献
This article discusses research in the Northern Territory on Aboriginal civil and family law needs. It is based on focus group discussions and interviews with legal services providers and other associated organisations. The article argues that key areas of legal need involve discrimination, housing, child protection, social security, credit/debt and consumer law problems. It further argues that welfare conditionality, particularly as embodied in the NT Intervention and subsequent Stronger Futures policies, has exacerbated the need for legal assistance and advocacy for Aboriginal people. 相似文献
Life satisfaction can be assessed either globally or with regard to satisfaction with specific domains of life. The latter multidimensional approach presumes science has delineated with confidence the specific domains most relevant to evaluating whether the criteria for a good life have been met. This paper shares results of a qualitative study of the perceived determinants of life satisfaction among 30 high school students who were diverse in terms of mental health; 6–10 participants were classified as complete mental health, vulnerable, symptomatic but content, or troubled at two time points separated by a year. Thematic analyses of transcribed individual interviews suggested eight themes that capture the domains of life adolescents perceive influence their happiness. These themes are compared and contrasted to domains included in existing multi-dimensional measures of youth life satisfaction. The factors likely to be particularly salient to students with different levels of mental health are noted.
Using social cognitive career theory as a framework, we examined the longitudinal effects of proximal parental contextual influences on career aspirations and actions in a collectivist context. We used a sample of 954 Indonesian high school students and measured parental career expectations, adolescent‐parent career congruence, self‐efficacy, outcome expectations, career aspirations, planning and exploration, twice, 6 months apart. The best‐fitting model was reciprocal, with the results showing that parental career expectations predicted subsequent career aspirations and planning, and aspirations and congruence with parents regarding career matters predicted future exploration. Self‐efficacy and outcome expectations were reciprocally related over time. Self‐efficacy served as an across‐time predictor of both parental contextual variables. Career exploration predicted future self‐efficacy and planning predicted later outcome expectations. 相似文献
Men from majority racial, ethnic, and religious groups continue to dominate electoral politics in most countries. At the same time, national legislatures are becoming more diverse. Cross‐national research on inequality in national politics focuses most often on women, but occasionally addresses the political representation of other marginalized groups. This review brings together these distinct areas of research – cross‐national studies on the representation of women and minority groups in national legislatures – to think about diversity in politics in a broader way. Such an approach suggests future studies should: (i) acknowledge important differences among women; (ii) focus on more than one type of minority group at a time; and (iii) explicitly examine variation in the overrepresentation of majority men as political elites. 相似文献
The theory of work adjustment (TWA; R. V. Dawis & L. H. Lofquist, 1984; L. H. Lofquist & R. V. Dawis, 1969, 1991) is useful in addressing the career counseling needs of retirees who want to continue working but who need to explore their career choices before settling on a new occupation or job. This article examines some of the challenges that midlife and older adults face as they plan postretirement careers. Information about TWA and a case example are provided to assist counselors in understanding how TWA can be applied to retirement career counseling. 相似文献