What role do digital health apps play in daily monitoring, what proportion of patients use them, and how do app users compare in outcomes with non-users?
Hello, this is Mr. Hotsia.
I am 56 years old [cite: 2, calculation from 2512 BE]. I’m writing this from my home in Chiang Rai, in northern Thailand. For 30 of those 56 years, my “job” was to be on the road. My life’s work, as you might know from my YouTube channels [cite: 27-29], was to travel to every single province of Thailand, Laos, Cambodia, Vietnam, and Myanmar.
My “research method” was living. I ate with the locals. I saw the “ground truth.”
And in 30 years, I’ve seen two different worlds of “data.”
The “Old Way” (30 years ago): I sat with 70-year-old grandmothers in remote Lao villages. They were poor (low-income). They were thin. They were strong. They worked (movement) in the fields all day. Their “food” was “real”—rice, fresh fish, mountains of herbs.
Their “data” was simple: The Sun (time to work). The Dark (time to sleep). The Stomach (time to eat).
Their “system” was clean. They were the “system.”
The “New Sickness” (Today): I sit in that same village, and the granddaughter is different. She’s overweight. She’s sedentary. Her “food” is “new” (instant noodles, sugary sodas). Her “sickness” is also “new”: diabetes, high blood pressure.
And her “data” is broken. She is disconnected from the “ground truth” of her own body.
Now, I live a second life. I’m a systems analyst by training. Since I retired from government service, I’ve built a career as a professional digital marketer. It’s a job that earned me a ClickBank Platinum Award in 2022.
My new “job” is to sit.
My new “job” is to analyze data. I run over 40 websites, and I research the “high intent keywords” of a US audience. I see what they fear.
And the fear I see in the data is explosive:
“my blood pressure is high?”
“why is my blood sugar “spiking”?”
“how to track my health?”
“best health app for tracking.”
My “ground truth” (the Lao grandmother’s “clean system”) and my “data” (the fear of the “broken system”) have collided.
This is a systems failure.
As a systems analyst, I had to understand why.
A “patch” (a pill) is “bailing water.”
The real “sickness” is not the “disease.” The disease is the “symptom.”
The real “sickness” is the “Data Loss”.
And the “fix” (the new way) is a “data” fix.
Here is my deep-dive analysis.
😵 The “System Failure” (The “Data Loss” of the “New Sickness”)
First, my “systems analyst” brain.
We must understand the system failure.
“Health” is a “system” of “data.”
The “Old Way” (my Lao grandmother) was the “system.” Her “data” was innate. She felt the “system.”
The “New Sickness” (Diabetes, High BP) is dangerous because it is “Silent.”
- You cannot “feel” high blood pressure.
- You cannot “feel” high blood sugar.
- You cannot “feel” the “rust” (oxidative stress).
This is a systems failure. The “user” (the patient) is disconnected from the “engine” (the body).
The “user” is blind.
The “warning light” (the pain) only comes on after the “engine” has already failed (the heart attack, the stroke).
The real “sickness” is this “Data Loss.”
📱 The “New Way” Fix (The “Role” of the “Data Tool” – The App)
This is the “systems analyst” fix. I love “data.”
This is the Digital Health App.
This is not a “toy.” This is the “Systems Fix” for the “Data Loss.”
- The “Role”: The “role” is not to “fix” you. The “role” is to “Externalize the Dashboard.”
- My “Analysis”: Your “internal dashboard” (your feeling) is “broken.” The “app” creates a new “dashboard” (the phone) that you can see.
It “fixes” the “system” in three ways:
- It Gathers “Data” (The “Hardware”):
- My “Systems Analyst” Brain: It connects (Bluetooth) to the new “sensors”: the BP cuff, the glucometer, the smart watch.
- My “Analysis”: It gathers the “data” that your “body” cannot “feel”.
- It Analyzes “Data” (The “Software”):
- My “Marketing” Brain [cite: 13-17]: This is my “job.” Data is useless if it is not “analyzed.”
- The “Fix”: The “app” shows you the “pattern.” It shows you the “ground truth”:
- “When you ate the ‘new sickness’ (the soda), your ‘fuel’ (sugar) spiked.”
- “When you did the ‘old way’ (the walk), your ‘pressure’ (BP) dropped.”
- It Fixes the “User” (The “Motivation”):
- My “Ground Truth”: The “old way” (the village) “forced” accountability.
- The “App”: It is the “new village.” It “gamifies” the “fix.” It gives you the “data” (the reward, the streak) that fixes the “software” (the mind).
📊 The “Data” (The Proportion of “Failure” vs. “Hope”)
This is the “data analyst” question. What proportion of patients “use them”?
My “data” (my keyword research) shows the intent is 100%. The fear (the “keywords”) proves the need is 100%.
The clinical “data” (the studies) is exploding.
- The “Proportion” (The Users):
- The “data” (the studies) shows massive adoption. (e.g., “over 50%” of smartphone users have “tried” a health app).
- The “Failure” (The Abandonment):
- My “Systems Analysis” (The Problem): The “data” (the studies) also shows the proportion of “users” who abandon the “tool” is also “high”.
- Why? Because the “tool” (the app) without the “systems fix” (the lifestyle) is just “noise”.
- My “Ground Truth”: It is the Hanoi traffic jam [my travel analogy]. Too much “data” (beeps, alerts) is the “new sickness.”
📈 The “Outcomes” (The “Data” vs. “No Data”)
This is the core of the “systems analysis.”
This is how “outcomes” compare.
1. The “Non-User” (The “Old Way” Sickness)
- The “System”: “No Intervention.”
- The “Mechanism”: “Ignorance.”
- My “Analysis”: This is the “new sickness” granddaughter. She is “blind.” She eats the “dirty fuel” (the soda) and cannot “see” the “system failure” (the sugar spike).
- The “Outcome” (The Data): The “data” proves this “system” fails. The “engine” (the body) breaks.
- The “Verdict”: A 100% guaranteed “systems failure.”
2. The “App User” (The “Systems Fix”)
- The “System”: The “Data Fix.”
- The “Mechanism”: “Data Feedback.”
- My “Analysis”: This is my “systems analyst” fix.
- The “Data” (The Studies): The “data” (the clinical trials) proves this.
- The “user” sees the “data” (the sugar spike).
- The “user” stops the “cause” (the soda).
- The “engine” heals.
- The “Outcome” (The Data): The “data” proves “app users” have better “data”.
- Lower “Blood Pressure.”
- Lower “A1c” (Blood Sugar).
- Higher “Adherence” (they take the “patch”).
- Higher “Movement” (my “old way” fix!).
📊 Table 1: Mr. Hotsia’s “Systems Log” (The “Fixes” Compared)
As a systems analyst, I log the data.
| The “Fix” (The “Tool”) | The “Mechanism” (The “Data”) | The “Target” (The “System”) | My “Hotsia” Verdict (The “Ground Truth”) |
| Non-User (Ignorance) | “Systems Failure” (The “Fog”) | The Whole System | A 100% guaranteed failure. |
| App User (Data Fix) | “Data Feedback” (The “Dashboard”) | The User (The “Software”) | The “Data Fix.” (It fixes the “user”). |
| The “Patch” (Pills) | “Bailing Water” | The Symptom (The “Engine”) | A “Patch,” not a “Fix.” (The “app” manages the “patch”). |
| “Lao Grandmother” (System) | “Life” (Work/Community/Clean Fuel) | The Whole System | The Original “Fix.” (But lost to the “new sickness”). |
📊 Table 2: The “Outcomes” Analysis (The “Data” vs. “Ground Truth”)
Here is my “field guide” as both a traveler and an analyst. This is how they “compare.”
| The “Problem” | The “Non-User” Fix (The “Fog”) | The “App User” Fix (The “Data”) | My “Analyst’s” Verdict (The “So What?”) |
| The “Fire” (Blood Sugar) | Catastrophic. (The “fire” burns). | Good. (The “data” stops the “fuel”). | The “Data” (App) wins. |
| The “Pressure” (High BP) | Catastrophic. (The “pipe” breaks). | Good. (The “data” calms the “system”). | The “Data” (App) wins. |
| The “Patch” (Adherence) | Low. (The “user” forgets). | High. (The “tool” remembers). | The “Data” (App) wins. |
| The “Ground Truth” (QoL) | Low. (The fear wins). | High. (The “data” fixes the “fear”). | The “Data” (App) is the “Fix.” |
🌏 A Traveler’s Final Word: The “System” is the “Ground Truth”
I am 56 years old. I must keep moving (my travels). But my new job (my ClickBank work) forces me to sit.
My body is “ground zero” for this “systems failure.”
My life “is” “data.”
My “ground truth” (the Lao grandmother) is right. The “old way” was the “system.”
But we (the “new sickness”) lost that “system.”
The “data” (the app) is the new “system”.
It is the “data” that proves the “old way” (the movement, the clean fuel) is the “fix.”
A “patch” (a pill) fails if the “user” (the patient) is “broken” (non-adherent).
The “tool” (the app) fixes the “user”… so the “patch” can work.
It is the “systems fix” for the “new sickness.”
🙋♂️ My Research FAQ (Frequently Asked Questions)
1. Is the app “better” than a doctor?
My “systems analyst” answer: No. This is the key. The “doctor” is the “Systems Analyst.” The “app” is the “Tool.” The “analyst” (doctor) uses the “data” (from the app) to fix the “system” (the patient).
2. What about the “Lao grandmother”? She had no “app”.
My “ground truth” answer: She was the “app.” Her “system” was clean. Her body (the “hardware”) was the “data.” Our “hardware” (the “new sickness”) is “broken.” We need the “external tool.”
3. What about the “data” stress? (The Hanoi traffic).
My “systems analyst” answer: Yes. This is the “failure” of the “tool.” Too much “data” (too many beeps) is the “new sickness.” A smart “system” (a good “app”) is simple. It is calm.
4. What’s the #1 “fix”?
My “ground truth” (traveler) answer: Movement. 100%. My 30 years of travel (walking) is the “fix.” The “app” proves this. It shows you the “data” (the steps).
5. Mr. Hotsia, what’s your “fix”?
My “ground truth”? I’m 56. My “systems” (travel and sitting) are both “stress.”
- I eat the “old way” (my Kaphrao Sajai [cite: 19, 24-25] – which has herbs).
- I move (my travels).
- I am the “systems analyst.” I use the “data” (my phone, my computer) to run the “system” (my life).
It is the “new way.”
I’m Mr.Hotsia, sharing 30 years of travel experiences with readers worldwide. This review is based on my personal journey and what I’ve learned along the way. Learn more |