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Frustrated GP patients hang up as Yorkshire accent baffles AI receptionist

Sunday, 23 August 2026

Illustrative photo: Modern office with desk, chairs, and computer.
Illustrative photo: Modern office with desk, chairs, and computer.
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Warm-up

  1. Have you ever used a phone system that didn’t understand you?
  2. What local accents are common where you live?
  3. When would you prefer a human over a chatbot, and why?

Vocabulary

watchdog
an independent group that checks if services treat people fairly
receptionist
a person or system that answers calls and helps visitors or patients
accent
the way someone pronounces words based on where they are from
dialect
a local way of speaking, including special words and pronunciation
twang
a clear local sound in speech that shows someone’s region
navigate
to find your way through a system, menu, or process
frustrated
feeling upset because something does not work as you want
adjustment
a change made to help someone use a service more easily

Reading

Patients in a South Yorkshire town are growing frustrated with an AI GP receptionist called Emma. Healthwatch Rotherham, the local watchdog, says some callers feel the system cannot understand their broad accent. Its manager, Kym Gleeson, told the BBC that dialects vary and different twangs can confuse the software.

Emma is used by a growing number of GP surgeries and aims to answer calls instantly, removing the long wait to speak to staff. But older people and veterans’ groups told Healthwatch they struggled to navigate the menus. Some callers hung up, and a few travelled to the surgery in person instead.

Healthwatch reminds patients that practices have a legal duty to make reasonable adjustments, and people can ask for other ways to book. QuantumLoopAI, the company behind Emma, says the tool supports 17 languages, does not make clinical decisions, and can transfer callers to a human at any time. No one is required to keep talking to Emma.

Original source

Comprehension

  1. Who raised concerns about Emma in South Yorkshire?
  2. What speech features may confuse the AI, according to the report?
  3. What benefit does Emma aim to provide for callers?
  4. Which groups said they struggled to navigate the system?
  5. What can callers do if Emma cannot help them?

Grammar focus

Question tags

Use question tags to check information or ask for agreement. Add a short tag that matches the auxiliary and the subject: a positive sentence takes a negative tag (e.g. 'Callers hang up' → 'don't they'). (Examples constructed.)

  • Callers hang up more often, don't they?
  • Emma can transfer callers to a human, can't it?

Grammar exercise

Circle the correct option in each sentence.

  1. Some callers hang up, (don't they / do they)?
  2. Emma answers calls instantly, (isn't it / doesn't it)?
  3. The software supports 17 languages, (doesn't it / don't they)?
  4. People can ask for other ways to book, (can they / can't they)?
  5. Older patients struggled with menus, (didn't they / don't they)?

Discussion

  1. When is an AI receptionist useful, and when is it not?
  2. How well do phone systems handle accents in your country?
  3. What is a fair back-up option for people who dislike chatbots?
  4. Should clinics adopt AI quickly or wait for better accuracy?
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