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Engaging Sophomores: Attending to the Needs of Second-Year Students

2008· article· en· W373586 on OpenAlexaboutno aff
Jimmie Gahagan, Mary Stuart Hunter

Bibliographic record

VenueCollege and university · 2008
Typearticle
Languageen
FieldSocial Sciences
TopicHigher Education Research Studies
Canadian institutionsnot available
Fundersnot available
KeywordsMatriculationMedical educationQuarter (Canadian coin)Variety (cybernetics)PsychologyHigher educationTask (project management)Public relationsMathematics educationMedicinePolitical scienceEngineeringComputer science

Abstract

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The last quarter of 20 th century saw much attention, significant resources, and considerable efforts focused on improving students' first year of college. But students who were beneficiaries of such targeted efforts found upon their return for their second year of college that many of support programs that had helped them transition to college were no longer available to them now that they were sophomores. Educators who took time to examine these concerns soon learned that an unacceptably high number of second-year students do not return for their junior year. Nascent interest in year has gained momentum during past several years; it behooves admissions officers and registrars to understand overarching issues regarding students' sophomore-year experience. This article seeks to raise consciousness of this important topic by defining year, summarizing current research, providing a rationale for campus-based initiatives, identifying current practices, suggesting strategies for enhancing second year, and describing challenges and opportunities inherent in initiatives. Educators who work to improve undergraduate satisfaction and success on their campuses must consider special needs and characteristics of all students, including the academy's middle children (Gahagan and Hunter 2006). Any attempt to conduct campus-based research on year must begin with a definition: what is year? This is no easy task. Categorizing any undergraduate these days is difficult. It is possible to define sophomores as students who have completed a certain number of credit hours. However, sophomores thus defined are likely to comprise a wide variety of students, including first-year students who matriculate with substantial advanced placement credits, students in their third year of study who have struggled academically and so have not earned enough credits to achieve junior status, and transfer students in their first semester on a given Also problematic is fact that term sophomore is not commonly used on many community college campuses. After struggling with definition on our own campus, a University of South Carolina Task Force defined sophomores as first-time, full-time students who have progressed into their second year on campus. Although perhaps not an inclusive definition, it met needs for our research. (Each campus must purposefully and intentionally consider how to define sophomore before engaging in any assessment or research relating to this group.) RATIONALE FOR DEVELOPING SOPHOMORE-YEAR INITIATIVES Institutions develop second-year programs for a variety of reasons, including addressing concerns about student persistence, increasing student satisfaction, and encouraging student learning. According to data from Consortium for Student Retention Data Exchange, While 80. 6 percent of freshmen who enrolled in 2003 came back as sophomores following year, only 70.7 percent of those students were still enrolled at their original institutions as juniors (Lipka 2006). These data have significant implications for all institutions in terms of funding, accountability, and student learning. Student satisfaction also can be an area of concern in second college year. Recent results from Noel-Levitz Student Satisfaction Inventory found that sophomores were most dissatisfied population on University of South Carolina Areas of increased dissatisfaction related to availability of student parking, course registration, and academic advising. It is important to understand how university systems such as course registration and academic advising can help or hinder second-year students. Institutions of higher learning have an obligation to extend efforts in support of students' first-year experience. First-year programs have been widely institutionalized on thousands of campuses across country. …

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.009
Threshold uncertainty score0.018

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.000
Science and technology studies0.0060.001
Scholarly communication0.0060.003
Open science0.0010.007
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0050.001

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 head0.032
GPT teacher head0.320
Teacher spread0.289 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations8
Published2008
Admission routes1
Has abstractyes

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