Validated through a multi-site, ethics-approved randomized controlled trial—supported by peer-reviewed publications and international recognition.
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Study Populations
Control Group: 541
Intervention Group: 565
Medication Adherence (6 months)
+24% absolute from baseline
vs. 66.7% control group
Cost Savings
IG vs. CG (excl. hospitalization)

Diabetes (HbA1c)
-1.0%
absolute IG vs. +0.2% CG

Asthma (ACQ-6 score)
-0.63
IG vs. -0.27 in CG

Heart Failure (EF%)
+50%
relative from baseline

Cholesterol (LDL mmol/L)
-0.13
IG vs. +0.28 in CG

Hypertension (SBP mmHg)
-10
IG vs. +1.3 CG

Quality of Life (AQoL-8D)
0.56 → 0.68
major improvement

The impact is clinically and statistically significant. HbA1c impact is one of the highest from any mHealth tool globally. Asthma patients on CareAide are 2x more likely to control their condition compared to standard care.
Patient Population
Control Group
Intervention Group
PDC (Proportion of Days Covered):
Record at hospital pharmacy
MMAS-8:
Questionnaire at hospital

+24% absolute increase in adherence (PDC) from baseline to 6 months

+47% improvement from baseline MMAS-8 score

24 percent-point absolute increase in adherence (PDC)

~2X more patients achieving adherent status

Consistent improvement across income groups, including low-income B40 group

World-class results achieved by reducing treatment burden, without increasing patient effort

When adherence infrastructure is automated and socially reinforced, adherence becomes the default—not the exception.
| Condition / Biomarker | Measurement | CG Baseline | CG 6 Months | IG Baseline | IG 6 Months | Change (IG vs CG) | Target Range* |
|---|---|---|---|---|---|---|---|
| Hypertension | SBP (mmHg) | 142.0 | 147.3 | 146.3 | 136.2 | -10.1 vs +5.3 | 120-129 High-normal |
| DBP (mmHg) | 75.5 | 78.6 | 77.1 | 71.6 | -5.5 vs +3.1 | < 80 | |
| Cholesterol | LDL (mmol/L) | 3.03 | 3.32 | 2.65 | 2.52 | -0.13 vs +0.29 | < 2.6 |
| Diabetes | HbA1c (%) | 8.4 | 8.2 | 8.5 | 7.3 | -1.0 vs -0.2 | < 7.0% |
| Asthma | ACQ-6 score | 1.45 | 1.35 | 1.47 | 1.03 | -0.44 vs -0.10 | < 0.75 = Well-controlled |
| Heart Failure | NYHA Class | 1.86 | 1.92 | 1.97 | 1.63 | -0.34 vs +0.02 | Class I = No limitation |

*ESC/ESH 2018; MOH Malaysia HTN CPG 2023; AHA/ACC 2018 Lipid Guideline; ADA 2024; WHO 2020 Diagnostic Criteria; GINA 2023; ACC/AHA 2022 HF Guideline.
Table Notes: CG = Control Group, IG = Intervention Group. All measurements taken at baseline and 6-month follow-up. Lower scores indicate better outcomes for all metrics except NYHA class where lower is better.

All primary endpoints achieved statistical significance (p < 0.05) with clinically meaningful effect sizes.
The HbA1c reduction of -1.0% absolute is among the highest documented from any mHealth intervention globally.
Direct Medication Saving
Per 1,000 patients annually through optimized medication use and better adherence
Medication Adherence (6 months)
Per 1,000 patients annually by preventing disease progression and complications
Extrapolate to 1K patients/year
RM 360K/year
Cost Savings Comparison (RM/month)
| Disease | IG Cost (RM) | CG Cost (RM) | Δ Cost (RM) | PDC Impact |
|---|---|---|---|---|
| Hypertension | 220 | 250 | -30 | 98% vs. 85% |
| Diabetes | 310 | 340 | -30 | 100% vs. 67% |
| Asthma | 180 | 210 | -30 | 95% vs. 50% |
| Heart Failure | 400 | 420 | -20 | 93% vs. 83% |

Cost savings reported in this study reflect the Malaysian public health system, where many services are heavily subsidised or free at the point of care. Actual savings for your system may vary depending on funding model, tariffs, and patient mix.
Better daily functioning
Fewer health-related disruptions
More energy and less worry
Users of CareAide felt better after 6 months
Health problems reduced
Health-related QOL improved
No major change in the control groupThe CareAide app meaningfully enhanced patients' overall well-being and day-to-day functioning.

0.56 → 0.68
Intervention Group Improvement

2.22 → 2.08
Intervention Group Improvement (lower is better)

A turnkey RPM solution that strengthens health outcomes and patient loyalty—without expanding your clinical team.
Total annual net productivity gain per 1K workforce
| Component | IG Savings (per patient/year) | CG Losses (per patient/year) | Net Benefit (per patient/year) |
|---|---|---|---|
| Absenteeism (average days/patient/year) | RM 840 (5.6 days) | RM 2,115 (14.1 days) | +RM 1,275 (8.5 days) |
| Productivity score: 6.1/10 (±1.2) → 27% higher vs. 4.8/10 (±1.5) | 27% of 240 working days/year = 65 regained productive days. 65 × RM60 = +RM 3,900 | ||
| Total (Workforce Only) | +RM 5,175 |
Pioneering study, one of the largest/deepest in the region, cultivating robust, homegrown evidence to illuminate pathways to a healthier, more vibrant Malaysia.

A 6-month, prospective Randomized Controlled Trial (RCT).

1,106 patients across 3 major Malaysian hospitals (UMMC, H. Putrajaya, H. Pulau Pinang).

Adults with Hypertension, Diabetes, Asthma, or Heart Failure who had low baseline medication adherence (MMAS Score less than 6).
IG: Received standard care + used the CareAide® App. CG: Received standard care only.
Total Participants
1,106
Intervention Group
565
Control Group
541
Published in peer-reviewed medical journal
Comprehensive report of the multi-site randomized controlled trial demonstrating the efficacy of the CareAide platform in improving medication adherence and clinical outcomes across multiple chronic conditions.
Presented at international medical conferences
Research findings presented at major international conferences including findings on cost-effectiveness, quality of life improvements, and condition-specific outcomes.
Health-economic evaluation
Detailed health economic analysis demonstrating the cost savings and return on investment from implementation of the CareAide platform in chronic disease management.
Presented at international medical conferences
Research findings presented at major international conferences including findings on cost-effectiveness, quality of life improvements, and condition-specific outcomes.
Our research is registered with international clinical trial registries and recognized by global health organizations, ensuring transparency, accountability, and adherence to the highest research standards.

Included in the World Health Organization's Digital Health Atlas (DHA), a global technology registry for digital health implementations.

Registered with the U.S. National Library of Medicine's clinical trial registry, the world's largest database of privately and publicly funded clinical studies.

Registered with the National Medical Research Register, Malaysia's official repository for medical and health research conducted in the country.

Registration with these international bodies demonstrates our commitment to research transparency, ethical conduct, and compliance with international standards for clinical research. All outcomes were pre-specified and the study followed Good Clinical Practice (GCP) guidelines.
Join healthcare organizations worldwide leveraging evidence-based RPM.