Cost-effective test ordering

Cost-effective test ordering

Cost-effective test ordering

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Principles of Cost-Effectiveness - Bang for Your Buck

  • Prioritize: Start with the most common, cheapest, and least invasive tests based on clinical suspicion.
  • Test Hierarchy: Move from Bedside (History, Exam) → Basic Labs (CBC, LFTs) → Imaging (X-ray, USG) → Advanced/Invasive (CT, MRI, Biopsy).
  • Screening vs. Confirmatory: Use high-sensitivity tests first in low-probability scenarios. Follow positive screens with high-specificity tests.

⭐ When two tests are available, choose the one with the higher Likelihood Ratio (LR). A high LR+ (>10) strongly rules in a disease, while a low LR- (<0.1) strongly rules it out.

Test Selection - Separating Wheat & Chaff

Prioritize tests based on clinical suspicion & pre-test probability. Start with simple, non-invasive, and cheap tests before moving to complex, invasive, or expensive ones.

  • Screening vs. Confirmatory:
    • SNOUT: A high Sensitivity test, when Negative, rules OUT the disease.
    • SPIN: A high Specificity test, when Positive, rules IN the disease.
  • Likelihood Ratios (LR): Quantify the diagnostic power of a test.
    • Positive LR (LR+): $Sensitivity / (1 - Specificity)$
    • Negative LR (LR-): $(1 - Sensitivity) / Specificity$

⭐ A test with an LR+ > 10 or an LR- < 0.1 is considered very strong evidence to confirm or exclude a diagnosis, respectively.

Diagnostic Workflow - The Stepwise Shuffle

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Cognitive Biases - Dodging Diagnostic Duds

  • Anchoring Bias: Over-relying on initial information, leading to fixation on a single diagnosis.
  • Confirmation Bias: Selectively ordering tests to confirm a suspected diagnosis while ignoring contradictory evidence.
  • Availability Heuristic: Overestimating the likelihood of diseases that are more memorable or recently seen.
  • Premature Closure: Accepting a diagnosis before it is fully verified, often missing the true underlying condition.

⭐ To counter these biases, consciously generate a differential diagnosis list and systematically consider evidence for and against each possibility before ordering tests.

Cognitive Biases in Medical Diagnosis

High‑Yield Points - ⚡ Biggest Takeaways

  • History & physical exam are the most cost-effective initial steps; don't rush to order tests.
  • Always begin with non-invasive, cheaper tests (e.g., CBC, LFT) before considering expensive imaging.
  • Follow a stepwise diagnostic approach; let initial results guide subsequent, more specific investigations.
  • Avoid the "shotgun approach"-ordering multiple expensive tests like CT/MRI at once is heavily penalized.
  • Screening tests are cost-effective in specific asymptomatic populations, not for diagnosing symptomatic patients.

Practice Questions: Cost-effective test ordering

Test your understanding with these related questions

A mother presents to the family physician with her 16-year-old son. She explains, "There's something wrong with him doc. His grades are getting worse, he's cutting class, he's gaining weight, and his eyes are often bloodshot." Upon interviewing the patient apart from his mother, he seems withdrawn and angry at times when probed about his social history. The patient denies abuse and sexual history. What initial test should be sent to rule out the most likely culprit of this patient's behavior?

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