Iteration 2 — Health Responsibility Score

Your health
has a score.
Know it. Own it.

The Health Responsibility Score (HRS) is a 300–1000 point index — modeled on the FICO credit score concept — that reflects how responsibly a patient manages their own health across 5 WHO-validated dimensions.

A high HRS unlocks real rewards: pharmacy discounts, insurance premium reductions, employer wellness benefits, and faster clinical care. Your behavior, quantified and rewarded.

How HRS Works
Health Responsibility Score
742Very Good
3005007001000
CriticalFairGoodExcellent
Medication Adherence94%
Physical Activity78%
Sleep Quality82%
Nutrition71%
Mental Wellbeing85%
Last updated: today +12 pts this week

The Root Problem

Health behaviour is invisible.
So nothing improves.

People improve what they measure. Without a unified, real-time health score, patients have no feedback loop — and healthcare systems have no visibility until it's too late.

71%
Skip Follow-ups

of chronic patients skip scheduled follow-up appointments after diagnosis

50%
Abandon Meds

stop taking prescribed medications within the first 6 months

0
Unified Score

existing tools give patients no single, actionable health responsibility metric

Data Silos

medication, fitness, sleep, and nutrition data all live in disconnected apps

WHO-Validated Framework

5 pillars of health.
One unified score.

HRS is calculated from 5 WHO-validated health dimensions. Each dimension is weighted by clinical significance and feeds into your composite 300–1000 score in real time.

Pillar 1 — Highest Weight

Medication Adherence

The most clinically critical HRS component — fed directly by Med-Note's real-time dose logging. Accounts for completion rate, timing accuracy, and gap days.

Dose completion rate
Timing accuracy (on-schedule %)
Gap days (consecutive missed doses)
Course completion for full treatments
Data source: Med-Note
Pillar 2

Physical Activity

WHO recommends 150 min/week of moderate activity. HRS scores step counts, active minutes, and movement patterns via wearable integrations or manual input.

Daily step count vs. target
Active minutes per week
Sedentary hours per day
Exercise consistency (rolling 30 days)
Data source: Wearable / Self-report
Pillar 3

Sleep Quality

Sleep is a primary determinant of immune function and chronic disease risk. HRS tracks both duration and quality, adjusting for age-appropriate targets.

Average nightly hours vs. target
Sleep efficiency score
Consistency of sleep schedule
Deep/REM ratio (wearable)
Data source: Wearable / Self-report
Pillar 4

Nutrition & Diet

Dietary patterns are linked to 80% of cardiovascular disease risk. HRS uses simple self-reported meal quality scores cross-referenced against condition-specific guidelines.

Fruit & vegetable intake frequency
Processed food consumption index
Hydration adherence
Condition-specific dietary compliance
Data source: Self-report / NLP input
Pillar 5

Mental Wellbeing

Mental health directly impacts adherence and physical health outcomes. HRS integrates validated PHQ-4 micro-assessments delivered conversationally via the AI companion.

PHQ-4 weekly mood score
Stress level self-report trend
Social connection frequency
Mood-adherence correlation tracking
Data source: AI Conversation / PHQ-4
HRS Scale Reference
Critical Risk
300 – 499
Needs Improvement
500 – 599
Fair
600 – 669
Good
670 – 739
Very Good
740 – 799
Exceptional
800 – 1000
Modeled on the FICO credit score framework. Updated daily as new health data is logged.

The HRS Ecosystem

A higher score unlocks
real-world rewards.

HRS creates a value exchange: patients share anonymised health behaviour data in return for tangible financial and healthcare benefits from the businesses that need that data most.

Pharmacies

High-HRS patients are proven adherent buyers. Pharmacies reward them for loyalty while gaining adherence data to optimize stock and reduce waste.

Medication loyalty discounts (5–15%)
Priority refill processing
Adherence analytics dashboard

Health Insurers

HRS gives insurers the first real-time, objective underwriting signal based on actual patient behaviour rather than historical claims data.

Risk-adjusted premium pricing
Premium discounts for high HRS (up to 20%)
Claim prediction models

Employers

Corporate wellness programs finally have measurable ROI. HRS-linked wellness incentives reduce absenteeism and prove the value of employee health investment.

Wellness program ROI dashboards
HRS-linked reward points & bonuses
Reduced group insurance premiums

Pharma Companies

Real-world adherence evidence is the holy grail for pharma. HRS provides anonymised, consent-based data on how patients actually take their drugs — not just how trials say they should.

Real-world adherence datasets
Patient support programme design
Post-market surveillance signals

GP Clinics

General practitioners get longitudinal patient health data between appointments — enabling proactive intervention before crises, not reactive treatment after them.

Population health monitoring
Proactive at-risk patient alerts
Pre-consultation HRS briefings

Life Insurance

Life insurers move from actuarial table pricing to real-time health behaviour-based pricing. Responsible patients get rewarded with better premiums for the first time.

Dynamic premium adjustment
Behaviour-based underwriting
HRS-linked policyholder bonuses

"HRS turns patient health behaviour into a portable, consent-based credential — unlocking value for every party in the healthcare ecosystem."

— DESHA.AI Blueprint v3.0, March 2026

Platform Architecture

HRS sits at the center
of the DESHA.AI flywheel.

Every DESHA.AI product feeds into and benefits from HRS. As more patients engage, the score gets richer, the rewards get bigger, and the clinical insights get deeper.

Iteration 1

Med-Note

Patient captures. AI companion delivers medication adherence data — the most weighted HRS input.

↓ Feeds HRS Medication Pillar
Iteration 2 — Core Engine

Health Responsibility Score

The unified intelligence layer. Aggregates data from all 5 health pillars into a single portable score that unlocks ecosystem rewards.

300–1000
Score range
5 pillars
WHO-validated
Daily
Update frequency
6 sectors
Ecosystem partners
Iteration 3

Doc-Note

Clinician layer. Receives HRS data to prioritise at-risk patients and auto-generate SOAP notes from AI conversations.

↑ Consumes HRS clinical signals
Desha-VaultPhase 4 — Upcoming

Patient-controlled health data vault. Monetise your HRS data on your terms — share with insurers, researchers, and pharma with full consent control.

Stores & monetises all platform data with patient consent

Privacy by Design

Your data stays yours.

HRS data is never sold without explicit, granular consent. Every data-sharing arrangement is patient-controlled, time-limited, and purpose-restricted. We have conducted a full DPIA and operate under GDPR and India's DPDP Act.

Consent is granular — patients choose which partners see which data
Data is anonymised and aggregated before sharing with ecosystem partners
Full data subject rights: access, portability, deletion on request
AES-256 encryption at rest and in transit
GDPR
Compliant
HIPAA
Aligned
FHIR
Compatible
DPDP
Act Ready
DPIA
Conducted
MHRA
Aware

Build Your Score

Ready to know your
Health Responsibility Score?

Join the platform turning daily health choices into a measurable, rewardable credential. Start with Med-Note. Build your HRS. Unlock your ecosystem benefits.