Sentiment Analysis: What Makes a Good Hospital?


 The Word “Stethoscope” Literally Means “Chest Watcher”

 

My dad always told me, "Toni, in life you need to have a doctor, a lawyer, and an accountant." 

Today, I want to answer the question: How do people choose who takes care of them in Trinidad?

Your health is something you shouldn’t take for granted — simply being able to walk is a blessing.
(Gentle reminder to get your steps in!)

We all find ourselves at a hospital at some point — whether it’s to welcome a new family member, say goodbye to one, or find out what’s causing that weird pain in your chest.

In the past, choosing a doctor was simple: your mom would say, “We going by Dr. So-and-So,” and that was that.

But now?
We check Google. We scroll Reddit. We DM a friend on Instagram.

Because when it comes to care, people want to know what others have lived through.


What Are Patients Really Saying?

To find out what patients really think, I analyzed over 120 reviews from hospitals across Trinidad.

Here’s what stood out:


1. People Make the Experience

Patients remember the people more than the place.

🟢 "Nurses were warm and funny… food was excellent!"

But when staff were cold or careless, patients felt invisible.

🔴 "Zero customer service. Nurses talking about their love lives instead of helping patients.”

The tone of a nurse. The eye contact of a doctor. Even a janitor’s kindness.
These small moments shape the memory of care.


2. Cleanliness Signals Care

Patients notice when a place is clean—and when it isn’t.

🟢 “Even the washrooms showed someone cared.”

🔴 “Filthy, disgusting, like no one cared if we lived or died.”

A clean floor says: You matter here.
A dirty sink says: You don’t.


3. Processes Shape Trust

Patients want more than medicine.
They want to understand what’s happening—and why.

🟢 “They walked me through everything. I felt safe.”

But hidden fees, long waits, or poor instructions ruin the experience.

🔴 “They charged me $13,000 after surgery. No explanation.”
🔴 “Waited for hours while no one gave updates.”

A broken process breaks trust—no matter how good the doctor is.


 4. Maternity Moments Stay for Life

Birth is a story people never forget.

🟢 “Dr. Persad changed our lives. He made our dream possible.”

But miscommunication during labor leads to trauma, not gratitude.

🔴 “No updates during delivery. I was terrified.”

Hospitals don’t just deliver babies.
They deliver lifelong memories.

What Hospitals Can Do?

Based on the hospital review data:

  • Tackle emergency delays and long waits — these are top sources of frustration.

  • Amplify what’s working — especially staff professionalism and maternity care, which earned consistent praise.

  • Invest in frontline communication — patients often feel lost without clear updates or instructions.

  • Explore telehealth partnerships — particularly with telecom providers, to serve rural areas like Sangre Grande and Tobago.

  • Build regional data-sharing systems — to connect public and private hospitals, reduce duplication, and improve care coordination.


Resources





Comments

Popular posts from this blog

0 to 100: A Reflection

Learning Something New: EDA on Guitars

Scheduling Algorithms

Make Your Screen Time Matter

Sharks, Dogs and Biases

Value Creation

Understanding Outliers

The Algorithm : Musk's Mental Framework

Key Performance Indicators

Data Stacks: Google, Microsoft and Amazon