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“What are you looking for in a candidate?” The career search process for international students in higher education student affairs
This study examined lived experiences of two international student affairs professionals in the United States. Through a series of interviews, the dialogues unfold rich narratives that explore the multifaceted journey from academic preparation to career placement in the field of higher education student affairs (HESA). It also underscores the unique challenges encountered by international students compared to their domestic counterparts during the job search process. Given the limited research pertaining to the experiences and support for international graduate students during the job search process in the field of HESA, this study provides valuable insights and implications for educators, institutions, and career support services to better address the needs of the diverse and growing demographic of the candidates
ROC Surfaces in the Presence of Verification Bias
In diagnostic medicine, the Receiver Operating Characteristic (ROC) surface is one of the established tools for assessing the accuracy of a diagnostic test in discriminating three disease states, and the volume under the ROC surface has served as a summary index for diagnostic accuracy. In practice, the selection for definitive disease examination may be based on initial test measurements, and induces verification bias in the assessment. We propose here a nonparametric likelihood-based approach to construct the empirical ROC surface in the presence of differential verification, and to estimate the volume under the ROC surface. Estimators of the standard deviation are derived by both the Fisher\u27s Information and Jack-knife method, and their relative accuracy is evaluated in an extensive simulation study. The methodology is further extended to incorporate discrete baseline covariates in the selection process, and to compare the accuracy of a pair of diagnostic tests. We apply the proposed method to compare the diagnostic accuracy between Mini-Mental State Examination and clinical evaluation of dementia, in discriminating among three disease states of Alzheimer\u27s disease
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