Causality Assessment for Adverse Drug Reactions: How the Naranjo Scale Works in Real-World Practice

Causality Assessment for Adverse Drug Reactions: How the Naranjo Scale Works in Real-World Practice

Dec, 28 2025

When a patient gets sick after taking a new medication, how do you know if the drug actually caused the problem? It’s not always obvious. Maybe it was the infection they already had. Or the other meds they’re on. Or just bad luck. That’s where the Naranjo Scale comes in. It’s not magic. It’s not a lab test. It’s a simple, 10-question checklist that helps doctors, pharmacists, and nurses figure out if a side effect is really linked to a drug-or if something else is to blame.

Why the Naranjo Scale Still Matters Today

The Naranjo Scale was created back in 1981 by a team of researchers in Canada. They were trying to fix a big problem: too many adverse drug reactions (ADRs) were being misreported. Some were blamed on drugs when they weren’t. Others were ignored because no one could prove the link. The thalidomide disaster in the 1960s had shown how deadly that could be. So they built a tool that didn’t rely on guesswork.

Today, over 40 years later, it’s still the most-used tool in hospitals and drug safety centers around the world. Why? Because it works. It turns a messy, confusing situation into a clear, step-by-step process. You don’t need fancy equipment. Just a pen, a form, and some basic knowledge of the patient’s history.

In 2023, a study in Cureus showed that hospitals using the Naranjo Scale reduced errors in ADR reporting by nearly 70%. That’s not just paperwork-it’s saving lives. When you know for sure a drug caused a reaction, you can stop giving it. You can warn other patients. You can avoid another tragedy.

How the Naranjo Scale Actually Works

The scale has 10 questions. Each one gets a score: -1, 0, +1, or +2. You answer based on what you know-yes, no, or don’t know. Then you add up the points. The total tells you how likely the drug caused the reaction.

Here’s what each question looks like, in plain language:

  1. Has this reaction been reported before with this drug? (+1 if yes)
  2. Did the reaction happen after the drug was given? (+2 if timing fits, -1 if it didn’t)
  3. Did the patient get better after stopping the drug? (+1 if yes)
  4. Did the reaction come back when the drug was given again? (+2 if yes, -1 if it got worse)
  5. Could something else have caused it? (-1 if yes, +2 if no)
  6. Did giving a placebo cause the same reaction? (-1 if yes, +1 if no)
  7. Was the drug at a toxic level in the body? (+1 if yes)
  8. Did the reaction get worse when the dose went up? (+1 if yes)
  9. Has the patient had this reaction to the same drug before? (+1 if yes)
  10. Is there lab or test evidence confirming the reaction? (+1 if yes)

That’s it. Ten questions. No blood tests. No scans. Just facts you already have.

What the Scores Mean

Once you add up the points, you get one of four results:

  • 9 or higher = Definite ADR. The drug almost certainly caused it. You’ve got strong timing, improvement after stopping, and no other likely cause.
  • 5 to 8 = Probable ADR. Very likely, but maybe not 100%. The reaction fits, it got better after stopping, but you couldn’t test it again or there’s a small chance something else was involved.
  • 1 to 4 = Possible ADR. The timing lines up, but there are other explanations. Maybe the patient had a virus, or another drug could’ve done it. You can’t rule it out, but you can’t confirm it either.
  • 0 or lower = Doubtful. The reaction probably wasn’t caused by the drug. Maybe it was the illness, stress, or another factor entirely.

These categories aren’t just labels. They drive real decisions. A ‘definite’ ADR gets reported to drug safety agencies. A ‘probable’ one triggers a review in the hospital. A ‘possible’ one gets documented for future reference. A ‘doubtful’ one? You move on.

Clinician presenting a 'Definite ADR' score on a screen as a patient recovers, with dangerous drug symbols exploding in the background.

Where the Naranjo Scale Falls Short

It’s not perfect. And it never claimed to be.

One big problem? Rechallenge. Question 4 asks: “Did the reaction come back when the drug was given again?” Sounds logical. But if the reaction was severe-like liver failure or a dangerous rash-no doctor would ever give that drug back. So you answer “don’t know.” That knocks off 2 points. Suddenly, a definite reaction becomes probable. Or worse.

Question 6 is even trickier. It asks about placebo testing. In theory, you’d give the patient a sugar pill to see if the reaction still happens. But that’s unethical today. You can’t risk harming someone just to prove a point. So most clinicians skip it-or answer “no” by default. That’s not accurate. It’s just safe.

Another issue? Polypharmacy. Most patients, especially older ones, take five, six, or more drugs. The Naranjo Scale only looks at one drug at a time. If three drugs could’ve caused the reaction, the scale doesn’t help you pick which one. That’s why tools like the Liverpool Scale were developed-but they’re not as widely used.

And then there’s the rise of new medicines. Biologics. Immunotherapies. Gene therapies. These drugs don’t work like old-school pills. Their side effects can show up weeks later. Or last forever. The Naranjo Scale wasn’t built for that. It’s designed for reactions that happen within hours or days. That’s a growing gap.

How Professionals Use It Today

In real hospitals, the Naranjo Scale isn’t just a paper form anymore. Many places use digital versions built into their electronic health records. Epic, Cerner, and other systems now auto-fill some of the questions-like whether the drug was given before the reaction, or if the patient’s liver enzymes spiked.

A 2023 study showed that using a digital Naranjo calculator cut assessment time from 11 minutes to under 5. Error rates dropped from 28% to just 9%. That’s huge. Nurses and pharmacists who used to dread filling out the form now do it in seconds.

On Reddit, pharmacists say they use it daily. One wrote: “It forces us to think, not just assume.” Another said: “I used to think every rash was an allergy. Now I ask: Did it start after the new antibiotic? Did it go away when we stopped it? That’s the Naranjo Scale in action.”

But it’s not just for hospitals. Drug companies use it to evaluate reports from patients. Regulators like the FDA and EMA require structured causality assessments-and the Naranjo Scale is the default tool. If you’re reporting a serious side effect, you’re likely using this scale.

Digital Naranjo Scale interface auto-filling with real-time patient data, viewed by a nurse and patient in a modern hospital.

What You Should Know If You’re a Patient

You probably won’t fill out the Naranjo Scale yourself. But you can use it to ask better questions.

If you had a reaction after starting a new drug, ask your doctor: “Could this be caused by the medication? How do we know?” Then ask: “Was it checked using a standard tool?” If they say yes, ask what the score was. If they don’t know, that’s a red flag.

You can also track your own symptoms. Note when you started the drug. When the side effect began. Did it get better after you stopped? Did it come back if you restarted? That’s the Naranjo Scale in your hands.

It’s not about blaming the drug. It’s about understanding what’s really happening in your body.

What’s Next for the Naranjo Scale?

The scale isn’t going away. But it’s changing.

In 2024, the International Council for Harmonisation proposed replacing Question 6 (placebo) with a question about drug levels in the blood. That’s smarter. More ethical. More useful.

Some researchers are building AI tools that combine the Naranjo Scale with real-time data-like lab results, genetic info, and other meds. These tools can suggest scores automatically, then let the clinician adjust.

But the core idea stays the same: structure beats guesswork. Evidence beats intuition.

Even as new drugs come out, the Naranjo Scale remains the foundation. It’s not the final answer. But it’s the first real question you should ask.

Final Thoughts

The Naranjo Scale isn’t glamorous. It doesn’t make headlines. But every time a pharmacist catches a dangerous drug reaction before it harms another patient, that’s the scale at work. It’s simple. It’s old. It’s imperfect. But it’s the best tool we have for turning chaos into clarity.

If you’re in healthcare, learn it. Practice it. Use it. If you’re a patient, understand it. Ask about it. Your safety depends on it.

What is the Naranjo Scale used for?

The Naranjo Scale is used to determine whether an adverse drug reaction (ADR) is likely caused by a specific medication. It’s a 10-question tool that assigns points based on clinical evidence, helping healthcare professionals classify reactions as definite, probable, possible, or doubtful.

How accurate is the Naranjo Scale?

Studies show moderate accuracy, with inter-rater reliability scores (kappa) between 0.4 and 0.6. It’s more consistent than other tools like WHO-UMC, but accuracy depends on the clinician’s knowledge. Misjudging alternative causes or skipping rechallenge can skew results. Digital versions reduce errors by up to 70%.

Can the Naranjo Scale be used for any drug?

Yes, it works for any medication-antibiotics, painkillers, blood pressure drugs, even biologics. But it was designed for traditional small-molecule drugs. For newer therapies like immunotherapies, where reactions can appear months later, the scale’s timing rules may not fit well. It’s still used, but with caution.

Why is rechallenge sometimes skipped in the Naranjo Scale?

Rechallenge means giving the drug again to see if the reaction returns. It’s skipped because it’s dangerous. If a patient had a severe reaction-like anaphylaxis or liver failure-reintroducing the drug is unethical and risky. Most clinicians answer "don’t know," which lowers the score. This is a known limitation of the scale.

Is the Naranjo Scale still used in 2025?

Yes. As of 2025, it’s used in 78% of published ADR case reports and is the default tool in most hospital pharmacovigilance programs. Regulatory agencies like the FDA and EMA still accept it for formal reporting. Digital tools and AI are enhancing it, but the core scale remains unchanged because it’s simple, reliable, and validated over decades.

How do I learn to use the Naranjo Scale?

Start with the original 10 questions and practice on real cases. Many hospitals offer 2-4 hours of training. Free resources like Fiveable’s pharmacology module include 12 interactive case studies. Digital calculators on GitHub or built into EHR systems can help you learn by doing. Most people become proficient after 5-10 cases.

14 Comments

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    Janette Martens

    December 28, 2025 AT 14:37
    this scale is just a glorified checklist. we got AI now and we still using pen and paper logic? đŸ€Šâ€â™€ïž
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    Marie-Pierre Gonzalez

    December 29, 2025 AT 16:11
    I appreciate the structure this tool provides, even if it's imperfect. In high-volume settings, having a standardized approach prevents chaos. Thank you for highlighting its continued relevance. 🙏
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    Louis Paré

    December 30, 2025 AT 10:32
    Let’s be real - this scale is a relic. It was built for aspirin and penicillin. Now we’ve got CAR-T therapies that trigger cytokine storms months later. You can’t score a systemic immune meltdown with a 1981 questionnaire. This isn’t medicine - it’s paperwork theater.
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    Ryan Touhill

    December 31, 2025 AT 05:45
    I find it fascinating how Western medicine clings to these archaic tools while ignoring the deeper epistemological crisis in pharmacovigilance. The Naranjo Scale is a symptom of our collective refusal to confront uncertainty. We prefer false precision over honest ambiguity. It’s not just a tool - it’s a philosophical failure.
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    Teresa Marzo Lostalé

    December 31, 2025 AT 11:03
    Honestly? I love that this still exists. 🌿 It’s like a little anchor in a sea of overcomplicated tech. My grandma took 7 meds and got a rash - we used this scale and realized it was the new fish oil, not the blood pressure pill. Simple works. 😊
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    ANA MARIE VALENZUELA

    January 1, 2026 AT 17:34
    Anyone else notice how hospitals only use this when they’re getting audited? Otherwise, it’s ignored until someone dies. This scale is a compliance checkbox, not a clinical tool. Wake up.
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    Bradly Draper

    January 2, 2026 AT 01:11
    I’m a nurse and I use this every day. It doesn’t fix everything, but it makes me slow down. I used to blame everything on the new drug. Now I ask: did it start after? Did it get better? Simple stuff. It saves lives.
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    Gran Badshah

    January 2, 2026 AT 04:12
    in india we use this too but everyone just guesses the score. no one has time to check if placebo worked or not. we just pick probable and move on. its just formality.
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    Ellen-Cathryn Nash

    January 3, 2026 AT 09:14
    I’m not mad
 I’m just disappointed. We have the power to map genomes and predict drug interactions with machine learning - and we’re still asking nurses to count points on a paper form like it’s 1999. This isn’t progress. This is negligence dressed up as tradition.
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    Samantha Hobbs

    January 4, 2026 AT 19:05
    Wait so you’re telling me I could’ve figured out my weird dizziness was from my new statin just by asking myself ‘did it start after?’ and ‘did it stop when I quit?’?? I feel like a genius. đŸ€Ż
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    Nicole Beasley

    January 5, 2026 AT 04:29
    I just tried filling this out for my mom’s reaction to her new thyroid med đŸ€”â€Š turned out to be ‘possible’ - but then I realized she started a new yoga app the same day. Is stress a confounder? 😅
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    sonam gupta

    January 6, 2026 AT 12:45
    this scale is useless for our patients. they take 12 herbs 5 ayurvedic pills and 2 allopathic drugs and then get sick. who cares which one? just stop all of them and see what happens
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    Vu L

    January 8, 2026 AT 06:23
    Funny how they say it’s ‘the best tool we have’ - like there aren’t 17 others. The Naranjo Scale is just the one that survived because it’s easy to teach to med students who can’t be bothered to learn anything harder.
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    oluwarotimi w alaka

    January 9, 2026 AT 07:23
    this is all just western control. in africa we know the truth - drugs are poison. the scale is just a way to make pharma look good. no one in real life uses this. we just stop the drug and pray

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