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Record W2010198338 · doi:10.1176/pn.41.8.0013

Psychiatry Residents Exposed To Business of Medicine

2006· article· en· W2010198338 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

VenuePsychiatric News · 2006
Typearticle
Languageen
FieldHealth Professions
TopicHealthcare professionals’ stress and burnout
Canadian institutionsnot available
Fundersnot available
KeywordsNegotiationDowntownQuarter (Canadian coin)Medical educationManagementPsychologyMedicineSociologyPolitical scienceHistoryLaw

Abstract

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Back to table of contents Previous article Next article Education & TrainingFull AccessPsychiatry Residents Exposed To Business of MedicineMark MoranMark MoranSearch for more papers by this authorPublished Online:21 Apr 2006https://doi.org/10.1176/pn.41.8.0013At Cleveland's West Side Market, fourth-year psychiatry residents from Case Western Reserve University/University Hospitals of Cleveland might be found bargaining with the vendors for the best price on a pineapple.“The record is a quarter,” said Residency Program Director William Campbell, M.D., M.B.A.The historic farmers' market at 25th Street and Lorain Avenue in downtown Cleveland attracts hundreds of shoppers daily from all over the greater Cleveland area, but Campbell's pineapple-seeking residents are honing their negotiating skills—a homework assignment that is part of a unique 12-week seminar for PGY-4 residents titled “The Business of Medicine.”Campbell believes trainees will look back on the practice gratefully when it comes time for them to negotiate with managed care companies and employers.“ Negotiating skills are like any other skill set,” he said.“ If you learn the techniques and practice, you can get very good at negotiating deals.”Campbell described the seminar and outlined the rationale for teaching residents the business of medicine at this year's annual meeting of the American Association of Directors of Psychiatric Residency Training (AADPRT) in San Diego.“Psychiatrists can get themselves into a lot of trouble if they don't understand basic business concepts,” Campbell said. “Residency graduates are going to face these issues one way or another.”The seminar at University Hospitals of Cleveland consists of weekly 75-minute classes scheduled during the first three months of the PGY-4 year. Each of the 12 seminars is an instructional module based on a key business topic relevant to the practice of psychiatry. The Socratic method of guided questioning is used as the primary instructional model.Separate classes are devoted to the following topics:How to secure a jobNegotiating techniquesManaged care organizationsThe pharmaceutical industryHealth benefit plansManaged care contractingProfessional liability insurancePsychiatric practice managementLegal and risk management considerations for psychiatristsThree of the seminar's 12 weeks are spent on managed care contracting. (Campbell will also be teaching a continuing medical education course at this year's APA annual meeting in Toronto titled “Managed Care Contracting for Psychiatrists.”)At the AADPRT meeting, he showed attendees an instructional managed care provider contract with language culled from executed contracts incorporating more than 100 “landmines”—seriously problematic contractual language covering issues such as restrictive covenants, hold-harmless clauses, and the managed care company's definition of “medical necessity.”“These were contracts that people actually signed,” he said.“ Many times the only thing the psychiatrist wants to know is how much he or she will be paid. So they flip through a 15-page contract looking only for reimbursement rates.“Oftentimes the reimbursement is reported as a percentage of the Medicare rate,” he said. “But what people don't know is that this rate may be a `blended' rate, an average based on rates for all psychiatric CPT codes. The managed care companies know which codes a psychiatrist uses the most, and they discount these and bump up the others.“If we don't help our residents learn these basic concepts, they will needlessly get into a lot of trouble,” he said.So, too, residents need to know their way around health benefit packages—a skill they need when talking to their patients about treatment plans.“If you know a patient only has 20 visits a year, though you believe the patient needs to be seen once a week, that's something you need to talk to the patient about,” he said. “And if the patient is unable to pay for services beyond the limits of the health plan, you need to talk to the patient about negotiating a fee with you or transferring the patient to another provider where continuity of care can be assured.“A service you should provide as a psychiatrist is helping patients understand what their short- and long-term out-of-pocket costs are likely to be for the care you feel they need to have.”Campbell said residents also need to be introduced to the issues surrounding physician interactions with the pharmaceutical industry and pharmaceutical sales representatives.“Most residents, and many practicing physicians, probably have no idea how much data the pharmaceutical industry actually has on them,” he said. “They know prescribing patterns and a lot of background information [about a physician]. Whatever your view is about whether residents should have contact with pharmaceutical representatives during training, at the end of the day when they complete their training, they are going to interface with these representatives one way or another.”Campbell's residents in the “The Business of Medicine” seminar receive assigned readings and take part in group discussions and case-based learning exercises. Campbell is now developing a “Jeopardy” game in which the relevant business topics will be used as the categories.The residents also receive homework, like the assignment to visit the farmers' market and come back with the lowest price on an item of produce.“The best way to learn a new skill is to put it into action,” Campbell said. ▪ ISSUES NewArchived

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.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.346
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.045
GPT teacher head0.412
Teacher spread0.366 · 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