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Record W2728537024

Experiences of International Female Students in U.S. Graduate Programs

2017· article· en· W2728537024 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueCollege student journal · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicSocioeconomic Development in MENA
Canadian institutionsnot available
Fundersnot available
KeywordsInternational educationExcellencePopulationHigher educationChinaPolitical scienceStatistics educationDiversity (politics)SociologyEconomic growthMedical educationPedagogyPsychologyMedicineMathematics educationLawDemography
DOInot available

Abstract

fetched live from OpenAlex

Introduction The student population represented by international students has been the subject of numerous studies because of its growth and spread countrywide. Currently, 886, 052 international students, mainly from China, India, South Korea, Saudi Arabia, and Canada, are enrolled in American institutions (Institute of International Education, 2015a). Chinese students represent 31% of the whole international student population in the United States (Institute of International Education, 2015a). In the case of female students at graduate level, from 1999-2000 to 2009-2010, the percentage in earning both master's and doctoral degrees had an increase (U.S. Department of Education, National Center for Education Statistics, 2012). Currently, students are more willing to move, travel, and pursue a degree in a foreign country. Due to the fact that the Americans colleges and universities are prestigious in terms of excellence and diversity, international students have chosen American institutions to pursue their studies (Institute of International Education, 2011; Lee & Rice, 2007) Of the whole international student population, 45 percent are women and they are enrolled mostly in the fields of study of Business and Management, and Engineering (Institute of International Education, 2011). The flexibility and the numerous institutions in the United States represent one of its major strengths and are most appealing to international students; accordingly, 62 percent of international students perceive the United States as a country that welcomes them (Institute of International Education, 2015b). Indeed, international students add value to the campuses in terms academics, cultural, and social; thus, the significance of embracing the unique student population (Wu, Garza, & Guzman, 2015). The purpose of the paper is to gain a better comprehension of the situations that international female graduate students go through for succeed in college as students and temporal citizens of the United States. Positionality The reason why this topic is important for the authors is their educational and personal background. The first author was bom and raised in Mexico, seven years ago she moved to France where she lived for three years. In France, she accomplished her master's degree in business. Moving for the first time from her home country was tough at the beginning because she barely knew the language and did not know anyone. Eventually, she became accustomed to the city and its people due to she met some friends in the masters program and during the internships. Furthermore, she started interacting more with people because she was able to better understand and speak their language, which made her personal and academic life easier. Later, she relocated to the United States, where she encountered different experiences due to the fact that she has lived in three different states. California was her first impression of the United Stated and it let her know how diverse and particular the population of the United States was, in terms of culture, religion, and ideologies. She experienced to be part of an English program for adults at a Community College; interestingly, people up to eighteen different countries interacted together in a classroom. Then, she moved to Texas where she enrolled into a doctoral program, this was her first approach to attend an American college. She did make a few acquaintances and could notice how different people perceive themselves, according to their home state. Later, her experience in Nevada has contributed to a more complete understanding of the cultural composition of the United States. The second author shares many similar experiences as her co-author. Literature Review Over the past decades, the population of international students enrolled in universities of the United States has been increasing, deserving special attention to meet their educational and social needs. …

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Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.205
Threshold uncertainty score0.765

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0020.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.075
GPT teacher head0.415
Teacher spread0.341 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it