The Cost of Board Examination and Preparation: An Overlooked Factor in Medical Student Debt
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.
Bibliographic record
Abstract
Objective Board examinations in undergraduate medical education are imperative for competency assessment and a standard licensure process. While the cost of attendance and mean indebtedness of medical students have been quantified, the financial burden experienced by medical students from board preparation and examination has never been quantified. Materials and methods A total of 290 fourth-year osteopathic medical students from 38 osteopathic medical schools completed an anonymous survey that asked them to select the resources they had purchased for board preparation. Along with demographic information, respondents were asked which board examinations they had taken during their medical school education. The price for each resource was located by going to the resource website and finding the "list price" of a brand-new copy/version of that resource. If a price was not found, a current Amazon.com "list price" was utilized. These prices best approximate the maximum a student would spend per resource. Response and statistical analysis such as analysis of variance, post hoc comparison (Scheffé and Bonferronis test), and chi-square tests were conducted using the Statistical Package for Social Sciences (SPSS) Statistics, version 25.0 (IBM SPSS Statistics, Armonk, NY). Results This study found that osteopathic medical students spent, on average, $7,499 (s.d.=$2,506) for board preparation and examination. This cost when isolated is $3,370 for the cost of taking board examinations and $4,129 for the cost of board preparation. Respondents from the West were found to spend most at $9,432, while students from the Northeast spent the least, $7.090. Additionally, non-traditional medical students, those who matriculated after the age of 30 were found to spend more than individuals who began when they were under the age of 25 or between the ages of 25-30. The two most commonly used resources for both Level 1/Step 1 and Level 2/Step 2 examinations were COMBANK and UWorld. Conclusions/relevance This study is the first of its kind to quantify the mean cost of board preparation and examination in undergraduate medical education at $7,499. When considering the mean indebtedness of the osteopathic graduating class of 2017-2018, 2.94% of medical education debt can be attributed to the cost of board preparation and assessments. As competitiveness for graduate medical education increases, individuals will spend more money to ensure a competitive board exam performance, a key selection factor. Stakeholders in undergraduate medical education are encouraged to further understand the interplay between medical student debt and the cost of board examinations and preparation.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it