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Record W318418215

Enrollment Management & Managing Enrollment: Setting the Context for Dialogue.

2008· article· en· W318418215 on OpenAlexaboutno aff
Don Hossler, David H. Kalsbeek

Bibliographic record

VenueCollege and university · 2008
Typearticle
Languageen
FieldSocial Sciences
TopicHigher Education Research Studies
Canadian institutionsnot available
Fundersnot available
KeywordsEnrollment managementAttendancePublic relationsContext (archaeology)Higher educationStrategic planningPolitical scienceSociologyMarketingBusiness
DOInot available

Abstract

fetched live from OpenAlex

MANAGEMENT HAS BECOME AN IMPORTANT LEADERSHIP FUNCTION ON MANY COLLEGE AND UNIVERSITY CAMPUSES. IT IS ALSO ATTRACTING CRITICAL ATTENTION HERE AND ABROAD AMONG OBSERVERS OF OUR SYSTEM OF POSTSECONDARY EDUCATION. WITH THIS ESSAY, WE BEGIN A SERIES THAT WILL EXAMINE POLICIES AND PRACTICES THAT ARE CENTRAL TO CAMPUS-BASED EFFORTS TO MANAGE ENROLLMENTS AND ACHIEVE GOALS, THEREBY CLARIFYING AN ENROLLMENT MANAGEMENT PERSPECTIVE ON ISSUES RANGING FROM ADMISSIONS MARKETING, TO RANKINGS, FINANCIAL AID, AND STUDENT SUCCESS. THE GOAL OF THESE ESSAYS, WHICH WILL BE A REGULAR FEATURE OF FUTURE ISSUES OF COLLEGE AND UNIVERSITY, IS TO EXTEND OUR UNDERSTANDING OF MANAGEMENT, EXAMINE THE UNDERPINNINGS OF THIS EMERGING PROFESSION, AND PROMOTE PROFESSIONAL DIALOGUE In the early 19 80s, The College Board and Loyola University of Chicago sponsored the first national conferences on management. These early conferences drew a sparse attendance but served nevertheless to engage a number of early adopters in defining this emerging concept. The term enrollment was still new; having been coined in the mid-1970s at Boston College, no one was quite sure what it entailed. Yet even at these earliest conferences, several core principles were crystallizing: management involves a marketing orientation toward student recruitment and admissions; student retention is as important a part of efforts as student recruitment; financial aid can be used in a systematic fashion to achieve goals. Early advocates of management incorporated the use of strategic planning models to achieve goals, using research and analysis to guide planning and strategy. Since it first arrived on the higher education scene, management has been seen as a process of bringing discipline, integration, and intentionality to the process of achieving an institution's goals. In addition to defining some core principles of management, early practitioners also had an interest in optimal organization structures. The structural question has always been twofold: (1) to be most effective, what functions or units should be organized together as part of an management effort, and (2) how should the management effort itself be structured within the broader college or university organizational context? The first question asks if offices such as registration and records, orientation, career planning, academic advising, and marketing should be included with admissions and financial aid as part of the management effort. The second asks whether these management units should be aligned with traditional structures such as student or academic affairs or whether they should constitute an entirely separate structure with its own senior campus leader (such as a vice president or associate provost for management). Since those early beginnings of management, much has happened to shape the administrative practices of our field, to refine its core principles, and to explore structural alternatives. The aac rao -sponsored Annual Meeting for Strategic Enrollment Management - which will mark its 18th year in 2008 - has become a major annual conference attracting more than 1,000 professionals from the United States, Canada, and several other countries. References to management now are common throughout both scholarly and professional publications in the field of higher education. Graduate courses and degrees in management are found in higher education curricula. College and university officers with management in their tide and responsibilities are commonplace, as are management consultants. Even if its core principles and optimal structures have evolved over the past 30 years and its scope and purposes still evade simple definition, there is no question that management is now and will continue to be a fixture in higher education administration. …

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)0.047
metaresearch head score (Gemma)0.042
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.047
Threshold uncertainty score0.250

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0470.042
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0260.034
Scholarly communication0.0390.035
Open science0.0030.022
Research integrity0.0190.029
Insufficient payload (model declined to judge)0.0060.002

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 head0.024
GPT teacher head0.285
Teacher spread0.262 · 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 designNot applicable
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

Citations15
Published2008
Admission routes1
Has abstractyes

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