How to Identify Look-Alike Names on Prescription Labels
26/01
11

Every year, thousands of patients in the UK and US are put at risk not because of wrong dosages or allergic reactions, but because two drug names look too similar on a label. Look-alike drug names-like hydroCODONE and hydroHYDRAZINE, or doXEPamine and doBUTamine-cause mix-ups that lead to overdoses, missed treatments, and even deaths. The problem isn’t rare. About 1 in 4 medication errors comes from names that are visually or phonetically confusing. And it’s not just a pharmacy issue-it happens in hospitals, clinics, and even at home when patients misread their own labels.

What Makes Drug Names Look-Alike?

Look-alike and sound-alike (LASA) names aren’t random. They follow patterns. Most share 60-80% of the same letters. For example, Hydralazine and Hydroxyzine differ by just two letters, but one treats high blood pressure, and the other is an antihistamine. Mix them up, and you could cause dangerous drops in blood pressure-or a patient might get sedated when they need a vasodilator.

The U.S. Food and Drug Administration (FDA) and the Institute for Safe Medication Practices (ISMP) have identified over 3,000 such pairs. These aren’t just theoretical risks. Studies show that 1.7 errors occur per 1,000 prescriptions because of these names. And 34% of those errors actually reach the patient. Seven percent cause harm.

The biggest culprits? High-alert medications-insulin, opioids, anticoagulants, and chemotherapy drugs. One pharmacist in Birmingham told me, “I once saw a nurse grab Humalog instead of Humulin. The patient was due for long-acting insulin. We caught it before the injection, but only because the label had tall man letters.”

Tall Man Lettering: The Visual Fix

The most widely used tool to fight this is called tall man lettering. It’s simple: capitalize the parts of the drug name that are different. So instead of “hydroxyzine,” it’s written as “hydrOXYzine.” For “hydralazine,” it’s “hydrALazine.” The capital letters jump out, making it harder to confuse the two.

The FDA has officially recommended tall man lettering for 35 drug pairs as of 2024. These include:

  • vinBLAstine vs. vinCRIStine
  • CISplatin vs. CARboplatin
  • doXEpamine vs. doBUTamine
  • hydrOXYzine vs. hydrALazine
Research shows tall man lettering reduces visual confusion by 32%. That’s good-but not enough on its own. When combined with color coding or purpose-of-treatment notes (like “for anxiety” or “for high BP”), effectiveness jumps to 59%.

Where Do Errors Still Happen?

Even with tall man lettering, mistakes happen. Why? Because the system isn’t consistent.

- Electronic Health Records (EHRs): Some systems show tall man letters, others don’t. Nurses switching between screens get confused. One ICU nurse said, “The EHR has it right, but the MAR doesn’t. I end up guessing.”

- Handwritten prescriptions: If a doctor scribbles “Hydroxyzine” without capitalization, the pharmacist has to guess. In 2023, 41% of LASA errors traced back to handwriting.

- Printed labels: Low-quality printers, faded ink, or small fonts make tall man letters unreadable. The Joint Commission requires at least 12-point font and a 4.5:1 contrast ratio between text and background. Many community pharmacies still fall short.

- Automated dispensing cabinets: If two similar drugs appear next to each other in a dropdown menu, users pick the wrong one. The FDA now requires EHRs to prevent consecutive display of LASA pairs. Hospitals that followed this saw a 41% drop in selection errors.

A nurse staring at a flickering EHR screen showing confusing drug names, with a ghostly reflection holding the wrong medication.

How to Spot a Look-Alike Name-A 3-Step Check

You don’t need fancy tech to catch these errors. Here’s what every healthcare worker should do:

  1. Read the full label-not just the first few letters. Don’t assume. Look at the entire name, including the manufacturer and strength.
  2. Confirm with a second person-especially for high-risk drugs like insulin or morphine. A second set of eyes catches 68% of errors missed by one person.
  3. Read it again when handing it off-whether to a nurse, patient, or another department. This final check reduces errors by 52%.
This isn’t bureaucracy. It’s survival. At Johns Hopkins Hospital, this exact process cut LASA errors by 67% over two years.

Technology That Helps-And What Doesn’t

Barcodes and alerts sound like perfect solutions. And they are-when used right.

- Barcode scanning prevents 89% of errors at the point of dispensing and administration. But it costs hospitals around $153,000 to implement. Smaller clinics can’t always afford it.

- Computer alerts warn you when you select a LASA pair. But 49% of clinicians ignore them because they get too many false alarms. The fix? Only trigger alerts for the FDA’s top 35 high-risk pairs. That cuts alert fatigue by more than half.

- AI tools like Google’s Med-PaLM 2 can predict confusing names with 89% accuracy. The FDA already uses AI to screen new drug names before approval. Since 2018, 17 potentially dangerous names were blocked from entering the market because of this.

But here’s the catch: technology can’t replace human vigilance. A 2021 study found that even when tall man letters were present, errors still happened because staff were rushed, distracted, or overworked.

A patient holding a faded prescription as a glowing corrected version hovers above it, with medication app warnings in the background.

What Patients Can Do

You don’t have to be a pharmacist to protect yourself. If you’re handed a new prescription:

  • Ask: “Is this the right medicine for my condition?”
  • Check the label: Are any letters capitalized? If not, ask why.
  • Compare the name to your last prescription. Did it change?
  • Use a phone app like Medisafe or MyTherapy to log your meds and flag confusing names.
One patient in Birmingham noticed her “Hydroxyzine” label had no tall man letters. She asked her pharmacist, who admitted the printer was broken. They printed a new one with correct formatting. That simple question prevented a potential overdose.

The Bigger Picture: Why This Matters

This isn’t just about labels. It’s about system design. The FDA, ISMP, and Joint Commission agree: tall man lettering is necessary-but not sufficient. Real safety comes from combining tools:

- Tall man lettering on all labels and screens - Color coding for high-alert drugs - Purpose-of-treatment notes on every prescription - Barcode scanning at every critical point - Staff training that includes real-world case studies Hospitals that use all these together reduce LASA errors by up to 70%. Those that rely only on tall man letters? They’re still at risk.

The good news? Change is happening. In January 2023, the National Council for Prescription Drug Programs released Version 3.0 of its LASA Data Standard, allowing real-time alerts across pharmacy, EHR, and supply chain systems. By 2026, the ISMP plans to make tall man lettering mandatory across all U.S. healthcare settings.

But until then, vigilance is your best defense.

What You Should Do Today

If you’re a pharmacist, nurse, doctor, or even a patient:

  • Learn the top 10 LASA pairs used in your facility.
  • Check your EHR or label printer: Are tall man letters enabled?
  • Ask your pharmacy: Do they use color coding or purpose-of-treatment notes?
  • Never assume. Always read the full name.
  • If you see a missing tall man letter-report it. It’s not a small thing. It’s a safety gap.
Medication errors aren’t inevitable. They’re preventable. And it starts with noticing the difference between two letters.

What are look-alike and sound-alike (LASA) drug names?

Look-alike and sound-alike (LASA) drug names are medications with spelling or pronunciation that are so similar they can be easily confused. Examples include hydroxyzine and hydralazine, or doxepine and dobutamine. These mix-ups can lead to serious medication errors, even when the correct dosage is given, because the wrong drug is administered.

How does tall man lettering help prevent medication errors?

Tall man lettering uses uppercase letters to highlight the parts of drug names that differ, making visual distinctions clearer. For example, vinBLAstine and vinCRIStine use capitalization to show where the names diverge. This reduces confusion by 32% and is required by the FDA for 35 high-risk drug pairs in electronic and printed labels.

Why do LASA errors still happen even with tall man lettering?

Errors persist because tall man lettering isn’t always applied consistently. Handwritten prescriptions often lack it, printed labels may be too small or faded, and electronic systems sometimes display names differently across platforms. Staff fatigue, time pressure, and alert overload also contribute. It’s not just about the label-it’s about the whole system.

Can barcode scanning stop all LASA errors?

Barcode scanning prevents 86-89% of errors at key points like dispensing and administration. But it doesn’t catch everything. If the wrong drug is scanned in the first place-like if a nurse picks the wrong vial from the shelf-barcodes won’t help. It works best when combined with tall man lettering, training, and double-checking.

What should patients do to avoid getting the wrong medication?

Patients should always check the label against their prescription, ask if the drug name has any capitalized letters (tall man lettering), and confirm the reason they’re taking it. If the name looks similar to a previous medication, ask the pharmacist to explain the difference. Never assume the medicine is correct just because it’s in a familiar-looking bottle.

Are there any new technologies to detect look-alike drugs?

Yes. AI tools like Google’s Med-PaLM 2 can predict confusing drug names with 89% accuracy before they’re approved. Some hospitals are testing smartphone apps with computer vision that can scan pill bottles and flag potential look-alike matches. The FDA now requires all new drug names to be tested using orthographic and phonetic algorithms to prevent future confusion.

Comments (11)

Betty Bomber
  • Betty Bomber
  • January 26, 2026 AT 00:35 AM

I work in a small clinic and we don't even have tall man lettering on our printer. One time I almost gave a patient hydralazine instead of hydroxyzine. Scared the hell out of me. We just started using color-coded stickers now. Small fix, big difference.

Sally Dalton
  • Sally Dalton
  • January 27, 2026 AT 23:30 PM

OMG I JUST REALIZED MY PHARMACY DOESN'T USE TALL MAN LETTERING ON MY INSULIN LABEL 😱 I ASKED THEM LAST WEEK AND THEY SAID "IT'S JUST HOW IT PRINTS". I'M GOING BACK TOMORROW WITH THIS ARTICLE. THIS ISN'T JUST ANNOYING-IT'S LETHAL.

Neil Thorogood
  • Neil Thorogood
  • January 29, 2026 AT 05:28 AM

So we spend millions on AI and barcodes but still rely on nurses squinting at faded labels like they're decoding ancient hieroglyphs? 🤦‍♂️ We need better systems, not better eyes. Also, why is the FDA only mandating 35 pairs? There are hundreds more that could kill someone.

Allie Lehto
  • Allie Lehto
  • January 29, 2026 AT 05:59 AM

People need to stop being lazy. If you can't read the label, don't take the pill. It's not the pharmacy's fault you're too tired to look at the whole word. I've seen patients grab morphine thinking it's hydromorphone and then wonder why they passed out. Self-responsibility, people!

Ryan W
  • Ryan W
  • January 29, 2026 AT 16:14 PM

This whole thing is a symptom of American healthcare's brokenness. We outsource everything to software and then blame the workers when it fails. The real fix? Hire more pharmacists. Stop cutting staff. No algorithm replaces a human who's not running on 3 hours of sleep.

Shweta Deshpande
  • Shweta Deshpande
  • January 30, 2026 AT 08:39 AM

I'm from India and we don't have the same resources, but we do have something better-community. My aunt is diabetic and her neighbor, who's a retired nurse, checks her labels every time she picks up meds. No tech, no barcode, just someone who cares. Maybe we need more of that, not just more capital letters.

Napoleon Huere
  • Napoleon Huere
  • February 1, 2026 AT 03:16 AM

It's funny how we think technology solves human problems. You can put tall man letters on every label, but if the person reading it is stressed, distracted, or just thinks 'it's probably fine'-it doesn't matter. Safety isn't a design feature. It's a habit. And habits take culture, not code.

Simran Kaur
  • Simran Kaur
  • February 1, 2026 AT 11:38 AM

In my hospital in Mumbai, we use handwritten labels because EHRs are unreliable. But we teach every new nurse to say the drug name out loud twice before handing it over. One says it, the other repeats it. Simple. Human. Works better than any AI. Maybe we should stop importing American tech and start exporting our quiet wisdom.

Shawn Raja
  • Shawn Raja
  • February 1, 2026 AT 17:54 PM

I used to be a nurse. I saw a patient get the wrong drug because the EHR showed 'doXEPamine' but the MAR printed 'doxepine'. The nurse didn't notice because she was rushing to clock out. We had a 30-second window where someone could have died. And now we're talking about AI? Let's fix the damn workflow first. Tech doesn't fix bad systems. People do.

Skye Kooyman
  • Skye Kooyman
  • February 2, 2026 AT 13:28 PM

I just checked my last prescription. No tall man letters. Didn't notice until now.

James Nicoll
  • James Nicoll
  • February 3, 2026 AT 15:53 PM

You know what's wild? The same people who scream about 'big pharma' never complain about the $150k barcode systems hospitals can't afford. We want cheaper drugs but also want every label to be perfect. Pick a side. Or better yet-pay your taxes so the FDA can actually do its job.

Post-Comment