Clinical Problem Solving and the Clinical Presentation Curriculum
Notice bibliographique
Résumé
The article “Clinical Problem Analysis (CPA): A Systematic Approach to Teaching Complex Medical Problem Solving”1 attracted our attention because of our own interest in the subject of teaching problem solving to medical students.2–6 The first of our publications2 is referenced by the authors as a representative presentation of “standard schemas for constructing a differential diagnosis.” The authors conclude their discussion of schemes with the statement that “differential diagnoses should be constructed mindfully and … inclusion of a disease or condition should always be justified on firmer grounds than merely because the schema says so.” This comment reveals that our advancement of scheme-based problem solving may have been misunderstood and requires further elaboration. Although the particular publication referenced by Custers et al. is devoted almost exclusively to a description of the “clinical presentation” curriculum, not problem solving, we summarize the purpose of “schemes” as follows: “Faculty experts organized and composed the terminal objectives in a manner designed to reveal to the students the scheme or road map useful in resolving the clinical presentations…. By arranging all necessary elements together with a scheme, the student can start linking clinical findings to each other with basic science explanations and use the scheme derived or suggested by the faculty experts to differentiate one cause from another.” The intent was for students to use schemes not only for solving problems, but initially to organize learning. In a subsequent article,3 which was not cited, we more extensively discussed the purpose of schemes: “The schemes, which are provided to Calgary's students in the ‘clinical presentation’ curriculum, indeed serve as a structure around which relevant clinical and basic science information is organized and learned…. Since the same scheme is utilized for both the inquiry process and the organization of the knowledge just acquired, the problem solving process reinforces the retention in long-term memory of the organization of the knowledge relevant to the specific problem.” We anticipated that readers of this second article would discern the dual purpose of schemes: first to organize learning and, second, to solve clinical problems. Even more important, we wanted to differentiate scheme-driven problem solving from hypothetico-deductive reasoning. That is, “Each problem requires a specific problem solving or search strategy. Methods for teaching problem solving cannot be based on the assumption of a universal, generic process.”3 The position that teaching cannot be based on the assumption of a universal, generic problem-solving strategy leads to an important difference between the “CPA's methodical approach” and the problem-solving strategy advocated in the clinical presentation curriculum. According to Elstein, Shulman, and Sprafka7 and others,8 problem solving is not content-independent. On the contrary, “organization of knowledge in memory is relevant. Diagnostic accuracy depends more on mastery of knowledge domain than problem solving strategy.” Yet, Custers et al. state, “CPA is an explicit analytic and systematic approach to clinical problem solving in the sense that it makes optimal use of content-independent (methodical) aspects of problem solving.” We are unaware of any evidence that suggests that a content-independent approach to problem solving may be advantageous to students' development of diagnostic competency. Although we agree with the authors that any process intended for the use of medical students should be explicit, the problem-solving strategy we believe to be most effective is knowledge-dependent. As we have stated elsewhere, “the decision was made to make [schemes] explicit simply because they do direct attention … provide scaffolding for assimilation, [and] therefore make learning possible.…”4 In summary, “[the] process presents a unique scheme at the beginning of each clinical presentation to guide acquisition of knowledge and problem resolution.”3 Similarly, Glaser9 recommends that novices use an organizational scheme as a scaffold to add new information and to provide a basis for problem solving. Students need separate and distinct strategies or schemes for each problem area (clinical presentation) because clinical problem solving is case-specific.7,8 Additional support for the use of knowledge-dependent, case-specific schemes was provided by Kushniruk et al., who found that experts used efficient strategies for discriminating among alternative hypotheses in an organized stepwise fashion while non-experts typically generated large numbers of possible diagnostic hypotheses belonging to widely different disease categories.10 As we have already stated, schemes have a dual purpose: to aid both learning and problem solving. Making them explicit is essential for both purposes. Although CPA is an explicit analytic approach, it is knowledge- and problem-independent. Thus, students are expected to develop expert knowledge structures and an expert approach to clinical case solving after repeated experience with CPA. Eventually, after repeated exposures, they would recognize patient problems immediately (pattern recognition). Given the theoretical, speculative basis of the CPA approach, we wonder whether students who are taught a process-directed and content-independent strategy to problem solving will be inclined to rely on the same strategy for all similar clinical problems rather than embracing the organized approach actually used by experts. In the clinical presentation model, all possible patient presentations are identified and listed beforehand. The knowledge structures and expert approaches to clinical case solving are made explicit. Practice of scheme-driven strategy is an integral part of the clinical presentation curriculum, but the schemes used for problem solving are already available for learning purposes in the first instance. Our research has shown that students respond very favorably to the use of scheme-based problem solving.11 The goals of CPA and scheme-driven inquiry in the clinical presentation curriculum may be similar. However, our belief that schemes or compiled knowledge structures are useful for both problem solving and learning resulted in a completely different curricular structure and problem-solving approach than that described by Custers et al.
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Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,012 | 0,052 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,002 | 0,001 |
| Études des sciences et des technologies | 0,002 | 0,008 |
| Communication savante | 0,008 | 0,007 |
| Science ouverte | 0,003 | 0,010 |
| Intégrité de la recherche | 0,003 | 0,006 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,014 | 0,002 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».