
By Mark Watts
I challenge you to invest 20 minutes interacting with OpenAI GPT. Below is an example of an interaction I had. The real-world example of improving communication with non-English speaking patients. This is a growing issue for us all.
Health care providers became required to provide translation services to ensure effective communication with patients who have limited English proficiency or who speak languages other than English. This requirement stems from various factors, including legal mandates, ethical considerations, and the recognition of disparities in health care access and outcomes among linguistic minority populations.
The following are key milestones and reasons for the implementation of translation services requirements in health care:
- Civil Rights Act of 1964: Title VI of the Civil Rights Act prohibits discrimination on the basis of race, color, or national origin in programs and activities that receive federal financial assistance. This provision has been interpreted to require language assistance services for individuals with limited English proficiency to ensure meaningful access to health care services.
- Executive Order 13166: Issued by President Bill Clinton in 2000, Executive Order 13166 requires federal agencies and federally funded recipients to take reasonable steps to provide meaningful access to services for individuals with limited English proficiency. This order has significant implications for health care providers who receive federal funding.
- Health Care Disparities and Patient Safety: Recognizing the impact of language barriers on health care disparities and patient safety, health care organizations and regulatory bodies have emphasized the importance of providing language access services. Effective communication is essential for accurate diagnosis, informed decision-making and adherence to treatment plans.
- Ethical Imperative: Health care providers have an ethical responsibility to ensure that all patients receive equitable and high-quality care, regardless of their language proficiency. Providing language assistance services aligns with principles of patient-centered care, cultural competency and respect for diversity.
- Risk of Legal Liability: Failure to provide adequate language assistance services can expose health care organizations to legal liability, including allegations of discrimination or violations of patients’ rights. Legal mandates and regulatory requirements underscore the importance of implementing language access policies and procedures.
Overall, the requirement for health care providers to provide translation services reflects a commitment to addressing language barriers and promoting health equity for linguistically diverse populations. By ensuring effective communication, health care organizations can enhance patient safety, improve health outcomes and advance health care quality for all individuals.
I asked GPT “What are strategies that could be used to enhance the discharge instructions for a Spanish-speaking individual with an 8th-grade education who needs to complete a course of antibiotics?”
GPT: “Certainly! Using GPT to assist in providing discharge orders for a Spanish-speaking female with an 8th-grade education who needs to take antibiotics until completion can be achieved with a thoughtful approach. Here’s how I would approach it:
- Language and Cultural Sensitivity: Ensure that the instructions generated are culturally appropriate and in Spanish, considering nuances and idiomatic expressions that may be more familiar to a Spanish-speaking audience.
- Simplicity and Clarity: Given the recipient’s education level, it’s crucial to keep the language simple and straightforward. Avoiding medical jargon and using plain language is essential to ensure comprehension.
- Step-by-Step Instructions: Break down the instructions into clear, concise steps to make it easy to follow. For example:
-Start with a greeting and acknowledgment of the patient’s condition and treatment.
-Clearly state the name of the antibiotic, dosage, and frequency of administration.
-Explain the importance of completing the full course of antibiotics even if the symptoms improve.
-Provide instructions on how to take the medication (e.g., with food, without food, specific times of the day).
-Clarify any potential side effects and what to do if they occur.
-Encourage the patient to contact their health care provider if they have any questions or concerns. - Use Visual Aids: Incorporate visual aids such as illustrations or diagrams to supplement the text and enhance understanding, especially for individuals with lower literacy levels.
- Interactive Communication: Consider incorporating interactive elements such as simple yes/no questions or multiple-choice options to ensure comprehension and engagement.
- Provide Contact Information: Include contact information for the health care provider or clinic in case the patient needs assistance or has questions.
- Feedback Loop: Offer an opportunity for the patient to confirm their understanding or ask questions. This can be done through a follow-up phone call or a brief questionnaire included with the discharge instructions.
By following these steps and customizing the instructions to meet the specific needs of the patient, GPT can assist in providing clear and effective discharge orders for a Spanish-speaking individual with an 8th-grade education who needs to complete a course of antibiotics.”
I want you to please note that GPT will answer your next question with awareness of the context of the last question.
I asked GPT, “Give example of visual aids and interactive communications you would use for this example.”
ChatGPT: “Certainly! Here are examples of visual aids and interactive communication strategies that could be used to enhance the discharge instructions for a Spanish-speaking individual with an 8th-grade education who needs to complete a course of antibiotics:
Visual Aids:
- Medication Schedule Chart: Create a simple chart illustrating the days of the week and the corresponding times when the medication should be taken. Include visual cues such as icons or color-coding to indicate when the antibiotic should be taken with food or without food.
- Pill Bottle Labels: Provide labels for the medication bottles with clear instructions in Spanish, including dosage information, frequency of administration, and any special instructions. Use large, easy-to-read fonts and simple graphics to enhance comprehension.
- Symptoms Tracker: Create a symptom tracker worksheet where the patient can record their symptoms daily. This visual aid can help them monitor their progress and understand the importance of completing the full course of antibiotics even if their symptoms improve.
Interactive Communication:
- Yes/No Questions: Include yes/no questions throughout the instructions to ensure understanding. For example:
-“¿Entiende usted cómo tomar este medicamento? (Do you understand how to take this medication?)”
-“¿Ha experimentado algún efecto secundario desde que comenzó a tomar el medicamento? (Have you experienced any side effects since you started taking the medication?)” - Multiple Choice Questions: Incorporate multiple-choice questions to assess comprehension and reinforce key points. For example:
-“¿Cuántas veces al día debe tomar este medicamento? (How many times a day should you take this medication?)”
-A) Una vez al día (Once a day)
-B) Dos veces al día (Twice a day)
-C) Tres veces al día (Three times a day) - Fill-in-the-Blank Exercises: Include fill-in-the-blank exercises to encourage active participation and reinforce learning. For example:
-“Recuerde tomar este medicamento ___________ las comidas. (Remember to take this medication ___________ meals.)”
-A) antes de (before)
-B) después de (after)
-C) durante (during)
These visual aids and interactive communication strategies can help make the discharge instructions more accessible and engaging for a Spanish-speaking individual with an 8th-grade education, improving comprehension and adherence to the prescribed antibiotic regimen.”
This is an example of how GPT can bring expertise to help solve real world problems. I would ask you to please invest your time and help me create a better, compassionate and adaptive health care for our patients.
I look forward to hearing your feedback and the uses you discover.
Mark Watts is an experienced imaging professional who founded an AI company called Zenlike.ai.

