Predictors Network Graph
Predictors Flow Chart
Causes of Dry Eyes
User reported causes of Dry Eyes based on their intuition.
| Cause | Agree |
|---|---|
| Eye Strain | 70% |
| Computer Use | 69% |
| Allergies | 49% |
| Aging | 45% |
| Dust | 44% |
| Dehydration | 41% |
| Light Sensitivity | 33% |
| Room Humidity | 31% |
| Airplane Travel | 30% |
| Autoimmune Disease | 25% |
| Contact Lenses | 24% |
| Medication Side Effect | 21% |
| Chronic Fatigue Syndrome | 18% |
| Hypothroidism | 15% |
| Diabetes | 13% |
| Lasik | 13% |
| Blepharitis | 12% |
| Reaction to Specific Makeup | 11% |
| High Altitude | 10% |
| Cat Saliva, Dander & Fur | 10% |
| Sjogren's Syndrome | 10% |
| GERD | 9% |
| Male Hormone | 8% |
| Atopy | 7% |
| Eye Injury | 6% |
| Parkinson's | 5% |
| High Polyunsaturated Oil in Diet | 5% |
| Accutane | 4% |
Treatments
User-reported effectiveness in treating Dry Eyes
| Treatment | Major Improvement | Moderate Improvement | Much Worse | No Effect | Worse | Responses |
|---|---|---|---|---|---|---|
| Astaxanthin | 17% | 33% | 17% | 33% | 0% | 6 |
| Drink Lots of Water | 4% | 25% | 1% | 69% | 2% | 108 |
| HydroEye | 25% | 75% | 0% | 0% | 0% | 4 |
| Systane Ultra Eye | 16% | 41% | 0% | 41% | 3% | 32 |
| Lubricant Eye Drops (Glycerin and Propylene Glycol) | 9% | 52% | 2% | 30% | 6% | 130 |
| Blood Serum | 40% | 40% | 0% | 0% | 20% | 5 |
| Hot Water Compress | 10% | 48% | 3% | 40% | 0% | 63 |
| Lotamax | 50% | 50% | 0% | 0% | 0% | 2 |
| Systane Balance Eye | 17% | 50% | 0% | 33% | 0% | 6 |
| GenTeal Eye Ointment | 16% | 44% | 4% | 28% | 8% | 25 |
| Ilevero | 100% | 0% | 0% | 0% | 0% | 1 |
| Heat Therapy Mask | 33% | 33% | 0% | 33% | 0% | 3 |
| TranquilEyes Goggles | 11% | 44% | 0% | 44% | 0% | 9 |
| Epinastine HCl Opthalmic Solution, 0.05% | 0% | 100% | 0% | 0% | 0% | 2 |
| Refresh Eye | 8% | 46% | 5% | 36% | 6% | 176 |
| Cleaning Tear Ducts | 9% | 45% | 0% | 36% | 9% | 11 |
| Soothe | 2% | 52% | 4% | 41% | 2% | 56 |
| Natriumcronoglicat | 50% | 0% | 0% | 0% | 50% | 2 |
| Cling Film | 50% | 0% | 0% | 0% | 50% | 2 |
| Refresh PM Ointment | 12% | 35% | 6% | 39% | 8% | 49 |
| Celluvisc | 10% | 48% | 5% | 19% | 19% | 21 |
| Viscotears | 3% | 48% | 3% | 34% | 10% | 29 |
| Palming (Eye Relaxation) | 4% | 33% | 0% | 58% | 4% | 24 |
| Patanol Opth Solution | 13% | 46% | 13% | 21% | 8% | 24 |
| Omit Oil From Diet | 17% | 17% | 0% | 50% | 17% | 6 |
| Optrex Actimist | 0% | 50% | 0% | 25% | 25% | 4 |
| Vidisec | 20% | 20% | 20% | 40% | 0% | 5 |
| Lid Scrubs | 0% | 60% | 20% | 20% | 0% | 5 |
| Lacrilube | 4% | 44% | 7% | 37% | 7% | 27 |
| Salt Water Rinses | 0% | 37% | 0% | 56% | 7% | 27 |
| Restasis | 8% | 34% | 8% | 44% | 6% | 50 |
| Hyaluronic Acid 100 Mg Oral | 0% | 25% | 0% | 50% | 25% | 4 |
| Omit Particular Makeup on Face | 4% | 22% | 4% | 65% | 4% | 23 |
| Allergy-Proof Bedroom | 0% | 27% | 2% | 69% | 2% | 45 |
| Message | 0% | 0% | 100% | 0% | 0% | 1 |
| Omega-3 Supplements | 5% | 14% | 4% | 74% | 2% | 132 |
| Punctal Plugs | 5% | 20% | 10% | 56% | 10% | 41 |
| Vismed Eye | 0% | 17% | 50% | 33% | 0% | 6 |
Predictors
Below is the change in Dry Eyes seen after the predictor is higher than average.
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Daily Distribution
Average by Year
Average by Month
Average by Day of Week
Predictors Label
Dry Eyes Info
| Property | Value |
|---|---|
| Variable Name | Dry Eyes |
| Aggregation Method | MEAN |
| Analysis Performed At | 2021-06-26 |
| Duration of Action | 24 hours |
| Kurtosis | 1.7553525735412 |
| Maximum Allowed Value | 5 out of 5 |
| Mean | 2.6613666666667 out of 5 |
| Median | 2.3333333333333 out of 5 |
| Minimum Allowed Value | 1 out of 5 |
| Number of Aggregate Predictors | 32 |
| Number of Aggregate Outcomes | 28 |
| Number of Measurements | 516 |
| Number of Measurements (including those generated by tagged, joined, or child variables) | 516 |
| Public | true |
| Onset Delay | 0 seconds |
| Standard Deviation | 0.91214270346459 |
| Unit | 1 to 5 Rating |
| User Variables | 3 |
| Variable Category | Symptoms |
| Variable ID | 86815 |
| Variance | 0.91015124867165 |