#1 HbA1c
Insulin Therapies → HbA1c
- EvidenceScore™
- 88
- Strong
- ImpactScore™
- 72
- Positive
- ConsistencyScore™
- 63
- generally_consistent
Medications has evidence across 10 diabetes-related outcomes, with strongest support for HbA1c, HbA1c and HbA1c.
Evidence Intelligence™
Every evidence topic is generated from structured relationships across diabetes research, including topics, interventions, outcomes, and individual studies.
| Rank | Outcome group | EvidenceScore™ | ImpactScore™ | Consistency | Studies | Effectiveness | Action |
|---|---|---|---|---|---|---|---|
| #1 | HbA1c | 88/100Strong | 72/100Positive | 63/100generally_consistent | 19 | moderate_positive | Explore evidence |
| #2 | HbA1c | 87/100Strong | 90/100Very Positive | 95/100consistent | 45 | strong_positive | Explore evidence |
| #3 | HbA1c | 86/100Strong | 84/100Positive | 92/100consistent | 27 | moderate_positive | Explore evidence |
| #4 | Body Weight | 86/100Strong | 83/100Positive | 97/100consistent | 43 | moderate_positive | Explore evidence |
| #5 | HbA1c | 86/100Strong | 78/100Positive | 67/100generally_consistent | 9 | moderate_positive | Explore evidence |
| #6 | HbA1c | 86/100Strong | 94/100Very Positive | 100/100consistent | 8 | strong_positive | Explore evidence |
| #7 | Body Weight | 86/100Strong | 77/100Positive | 91/100consistent | 11 | moderate_positive | Explore evidence |
| #8 | HbA1c | 86/100Strong | 96/100Very Positive | 100/100consistent | 12 | strong_positive | Explore evidence |
| #9 | Fasting Glucose | 86/100Strong | 81/100Positive | 72/100generally_consistent | 18 | moderate_positive | Explore evidence |
| #10 | Insulin Resistance | 86/100Strong | 88/100Very Positive | 88/100consistent | 8 | strong_positive | Explore evidence |
Insulin Therapies → HbA1c
GLP-1 Receptor Agonists → HbA1c
SGLT2 Inhibitors → HbA1c
GLP-1 Receptor Agonists → Body Weight
Sulfonylureas → HbA1c
Thiazolidinediones → HbA1c
SGLT2 Inhibitors → Body Weight
DPP-4 Inhibitors → HbA1c
GLP-1 Receptor Agonists → Fasting Glucose
Insulin Therapies → Insulin Resistance
Relationships organized using the Dediabetes Evidence Intelligence™ framework.
Body weight and HbA1c have the strongest available evidence signals for Medications.
ConsistencyScore™: Results are consistent across studies.
Ranked evidence signals
HbA1c
EvidenceScore™ Strong | EvidenceScore™ 88.2 | strong positive | ConsistencyScore™ Consistent | 29 studies
Body weight
EvidenceScore™ Strong | EvidenceScore™ 85.8 | moderate positive | ConsistencyScore™ Consistent | 13 studies
Why this answer: This answer is based on 30 supporting studies with consistent results and a positive effect signal.
HbA1c, Body weight, and Fasting Plasma Glucose (FPG) are among the most studied areas in relation to Medications.
ConsistencyScore™: Consistency cannot yet be determined from the available evidence.
Ranked evidence signals
HbA1c
EvidenceScore™ Strong | EvidenceScore™ 88.2 | strong positive | ConsistencyScore™ Consistent | 154 studies
Body weight
EvidenceScore™ Strong | EvidenceScore™ 85.8 | moderate positive | ConsistencyScore™ Consistent | 79 studies
Fasting Plasma Glucose (FPG)
EvidenceScore™ Strong | EvidenceScore™ 83.9 | moderate positive | ConsistencyScore™ Generally Consistent | 53 studies
Why this answer: This answer is cautious because the available studies report mixed findings.
Results are mixed or unclear for Coefficient of variation, Time below range, and Time in range in relation to Medications.
ConsistencyScore™: Results are mixed and should be interpreted cautiously.
Ranked evidence signals
Body weight
EvidenceScore™ Strong | EvidenceScore™ 83.1 | moderate positive | ConsistencyScore™ Mixed | 11 studies
Glucose iAUC (OGTT)
EvidenceScore™ Strong | EvidenceScore™ 79.0 | moderate positive | ConsistencyScore™ Mixed | 6 studies
BMI
EvidenceScore™ Strong | EvidenceScore™ 79.0 | moderate positive | ConsistencyScore™ Mixed | 4 studies
Why this answer: This answer is cautious because the available studies report mixed findings.
Mean difference in post-meal glucose surges, Meibomian gland quality (MGQ), and Non-invasive tear breakup time (NITBUT) need more research in relation to Medications.
ConsistencyScore™: Consistency cannot yet be determined from the available evidence.
Ranked evidence signals
Meibomian gland quality (MGQ)
EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ Unclear | 1 study
Non-invasive tear breakup time (NITBUT)
EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ Unclear | 1 study
Mean difference in post-meal glucose surges
EvidenceScore™ Emerging | EvidenceScore™ 59.0 | neutral | ConsistencyScore™ Unclear | 1 study
Why this answer: This answer is based on a small number of supporting studies and should be interpreted cautiously.
Limitations
Body weight and HbA1c have available evidence for Medications, but the comparison requires review of the underlying studies.
ConsistencyScore™: Results are consistent across studies.
Ranked evidence signals
HbA1c
EvidenceScore™ Strong | EvidenceScore™ 88.2 | strong positive | ConsistencyScore™ Consistent | 16 studies
Body weight
EvidenceScore™ Strong | EvidenceScore™ 85.8 | moderate positive | ConsistencyScore™ Consistent | 13 studies
Why this answer: This answer is based on 17 supporting studies with consistent results and a positive effect signal.
Outcomes most commonly studied in relation to medications interventions.
Evidence related to Diabetes Distress.
Evidence related to lowering or improving HbA1c/A1C in diabetes management.
Evidence related to cardiovascular risk, cardiovascular events, ASCVD risk, vascular function, functional capacity, and mortality outcomes in diabetes studies.
Evidence related to body weight reduction, BMI improvement, waist circumference, and body composition changes.
Evidence related to blood glucose control, fasting glucose, postprandial glucose, glucose variability, and time in range.
Evidence related to Blood Pressure.
Each bubble represents an evidence relationship. Position shows effectiveness and EvidenceScoreâ„¢; size reflects study volume.
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