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Record W2328947303 · doi:10.1097/acm.0b013e3181f5933d

Return-of-Service Programs: Meeting Community and Student Needs in an Ethical Manner

2010· article· en· W2328947303 on OpenAlexaffabout
Rami Shoucri, Mark D. Hanson

Bibliographic record

VenueAcademic Medicine · 2010
Typearticle
Languageen
FieldHealth Professions
TopicGlobal Health Workforce Issues
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsDilemmaCommitGovernment (linguistics)Public relationsStakeholderValue (mathematics)Service (business)DebtEthical dilemmaPolitical scienceBusinessMedical educationFinanceMedicineMarketingLaw

Abstract

fetched live from OpenAlex

Return-of-service programs (ROSPs) provide tuition in exchange for a defined period of practice fulfilling a public service goal. The key stakeholders in these programs are the students themselves, their medical schools, the communities within which they commit to serve, and society at large. Though potentially beneficial to each of these stakeholders, caution must be applied in ensuring that ROSPs do not extend financial inducements that inappropriately influence students, who may constitute a vulnerable group in this contemporary age of rising tuition and student debt. We propose that ROSPs may serve the objectives of each stakeholder and alleviate this ethical dilemma by adopting two principles. First, a defined length of service should be of equal financial value for a student, regardless of when that student makes his or her commitment. For example, a commitment to serve for four years should have the same financial value to a student whether he or she makes that commitment in the first or last year of medical school. Second, students should be eligible to apply for ROSPs at any point in their medical education. ROSPs consistent with these principles, and implemented in conjunction with the application process described below, would provide committed and informed students an early opportunity to relieve financial stress1 without the complication of a financial inducement to decide early, thus minimizing the risk of choosing an unfulfilling career path. Let us examine two programs available to University of Toronto students in relation to these principles and with this ethical dilemma in mind. The Ontario provincial government's free tuition program2 offers students in their final school year a grant of up to $40,000, or $10,000 per year, for a three- or four-year return-of-service commitment in an underserviced area. Service is equivalent to the years of tuition: a minimum of three to a maximum of four. This program is free of a financial inducement to decide early, yet because it is unavailable to students in the early years of medical education, it may not alleviate the financial stress of a student ready to commit to public service who happens to be in the early stages of a medical school program. In contrast, the Medical Officer Training Program (MOTP) of the Canadian Forces3 is available to medical students or family medicine residents in any year of their medical education and offers tuition payments, a recruiting allowance, and a salary through medical school and residency in exchange for four years of service. MOTP creates a financial incentive to decide early, as it has a greater financial value to a student who commits during his or her first year versus a student who commits during the fourth year, yet the return of service required of each student is equivalent. Effectiveness from the perspective of the student is related to the extent to which ROSPs facilitate a fulfilling educational and career path. Programs that create a financial inducement to decide early might result in a premature commitment to an unfulfilling career despite relief of financial stress.1 Conversely, students that are freely committed to public service via a career in medicine should be given the opportunity to alleviate financial stress as early as possible. Furthermore, the interests of medical schools, communities participating in ROSPs, and society are best met if physicians are fulfilled and engaged during their service. To implement these principles, we propose variable application standards dependent on an applicant's stage of education. Essentially, the earlier in the medical school curriculum an applicant is, the more rigorous the application standard that should be applied. Application criteria for consideration may include (1) previously demonstrated commitment to underserviced communities or other public service, and (2) breadth of exposure to various medical careers as an indicator of an applicant's awareness of career options. To be clear, each applicant to an ROSP would be assessed according to these criteria, as they likely are for any currently operating ROSP. However, we focus on the need for variable application standards according to the stage at which a student applies for an ROSP. The objective of such an approach is to ensure that applicants are making an informed choice, which is ultimately in the best interests of all stakeholders. ROSPs based on these principles will support each stakeholder's objectives. Programs that have equal financial value to students across educational stages will not create an inducement to commit prematurely, which is ultimately in the interest of students, medical schools, the communities being served, and society. Simultaneously, programs that are available early on matriculation may assuage the financial stress of those students fully informed of, and clearly committed to, a career in public service.

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)0.022
metaresearch head score (Gemma)0.031
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.099
Threshold uncertainty score0.196

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0220.031
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0220.031
Scholarly communication0.0110.004
Open science0.0030.010
Research integrity0.0160.015
Insufficient payload (model declined to judge)0.0030.001

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 head0.115
GPT teacher head0.518
Teacher spread0.403 · 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 designQualitative
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

Citations0
Published2010
Admission routes2
Has abstractyes

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