Predictors Network Graph
Predictors Flow Chart
Causes of Knee Pain
User reported causes of Knee Pain based on their intuition.
| Cause | Agree |
|---|---|
| Aging | 62% |
| Sitting for Long Periods | 52% |
| Running | 50% |
| Exercise | 46% |
| Traumatic Injury | 42% |
| Stairs and Twisting | 41% |
| Sports Injury | 37% |
| Osteoarthritis | 36% |
| Heavy Lifting | 32% |
| Kneeling on Hard Surface | 32% |
| Obesity | 30% |
| Repeated Squatting and Standing | 29% |
| Twisting Leg | 27% |
| Ankylosing Spondylitis - Comorbidity | 25% |
| Poor Ankle Posture | 22% |
| Cycling | 17% |
| Walking Mechanics | 17% |
| Contorting of Knee | 15% |
| Joint and Disc Disease | 14% |
| Too Little Sleep | 14% |
| Step Aerobics | 13% |
| Bad Sleeping Position | 13% |
| Plyometrics (Jumping) | 13% |
| Dislodged Knee Cap | 12% |
| Rheumatoid Arthritis | 11% |
| Ankle Pronation | 10% |
| Flying in an Airplane | 10% |
| Hypermobility | 9% |
| Surgery | 8% |
| Yoga | 8% |
| ITBS (Iliotibial Band Syndrome) | 7% |
| Car Accident | 6% |
| Meditating | 5% |
| Baker's Cyst | 4% |
| Histamine Reaction | 3% |
| Osgood–Schlatter Disease | 3% |
| Lyme Disease | 1% |
| Steroid Use Leading to Avascular Necrosis | 0% |
| AposTherapy | 0% |
Treatments
User-reported effectiveness in treating Knee Pain
| Treatment | Major Improvement | Moderate Improvement | Much Worse | No Effect | Worse | Responses |
|---|---|---|---|---|---|---|
| Hydrocodone | 22% | 43% | 3% | 32% | 0% | 37 |
| Physical Therapy | 16% | 41% | 3% | 35% | 5% | 110 |
| Ibuprofen | 4% | 46% | 1% | 47% | 3% | 195 |
| Rest | 11% | 45% | 2% | 38% | 4% | 168 |
| Aspirin | 5% | 32% | 3% | 56% | 3% | 62 |
| Tai Chi | 13% | 31% | 6% | 31% | 19% | 16 |
| No Added Sugar, Gluten-Free, Carbohydrate Restricted, High PUFA, Moderate Protein Diet | 8% | 4% | 0% | 83% | 4% | 24 |
| Acupuncture | 13% | 34% | 3% | 47% | 3% | 38 |
| Omega 3 Fatty Acids | 2% | 12% | 2% | 81% | 4% | 113 |
| Vitamin D Supplements | 1% | 13% | 3% | 79% | 4% | 105 |
| Stretching | 9% | 43% | 1% | 43% | 4% | 154 |
| Yoga | 10% | 29% | 5% | 39% | 18% | 101 |
| Prolotherapy | 33% | 0% | 0% | 67% | 0% | 3 |
| AposTherapy | 100% | 0% | 0% | 0% | 0% | 1 |
| Celebrex | 14% | 38% | 10% | 34% | 3% | 29 |
| Aleve | 6% | 51% | 1% | 41% | 1% | 71 |
| Meniscus Surgery | 33% | 40% | 5% | 15% | 8% | 40 |
| Cane or Similar Assistive Device | 15% | 59% | 0% | 26% | 0% | 34 |
| Knee Replacement Surgery | 80% | 20% | 0% | 0% | 0% | 5 |
| ACL Surgery | 55% | 18% | 0% | 9% | 18% | 11 |
| Knee Drain | 29% | 43% | 0% | 21% | 7% | 14 |
| Lose Weight | 13% | 41% | 0% | 44% | 1% | 75 |
| Medical Marijuana | 23% | 46% | 0% | 31% | 0% | 13 |
| Inversion | 40% | 60% | 0% | 0% | 0% | 5 |
| Icing | 11% | 47% | 1% | 36% | 4% | 141 |
| Heat | 10% | 49% | 3% | 33% | 4% | 69 |
| Voltaren | 13% | 52% | 4% | 26% | 4% | 23 |
| Supportive Shoes | 14% | 37% | 2% | 43% | 5% | 87 |
| Protandim | 67% | 0% | 0% | 33% | 0% | 3 |
| Naproxen | 8% | 54% | 0% | 38% | 0% | 13 |
| Advil | 4% | 49% | 1% | 43% | 4% | 138 |
| Magnet | 14% | 43% | 0% | 43% | 0% | 7 |
| Prednisolon | 33% | 33% | 0% | 33% | 0% | 3 |
| Strong Knee Supports | 100% | 0% | 0% | 0% | 0% | 1 |
| Celadrin | 100% | 0% | 0% | 0% | 0% | 1 |
| Knee Brace (Eg. Oactive) | 6% | 47% | 4% | 38% | 4% | 78 |
| Pressure Hose | 14% | 36% | 7% | 43% | 0% | 14 |
| Daily Strength-Training Exercise | 10% | 41% | 3% | 37% | 10% | 101 |
| Using Proper Mechanical Motion | 8% | 42% | 0% | 38% | 13% | 24 |
| Gell Heal Insert | 0% | 100% | 0% | 0% | 0% | 1 |
| Synvisc Injections | 23% | 23% | 8% | 38% | 8% | 13 |
| Minor Microfracture Arthroscopy | 15% | 46% | 8% | 15% | 15% | 13 |
| Exercising in Water | 5% | 45% | 3% | 41% | 5% | 58 |
| Electrical Stimulation (Eg. Bionicare) | 7% | 30% | 0% | 63% | 0% | 30 |
| Deep Tissue Massage | 6% | 44% | 6% | 41% | 3% | 34 |
| Cortisone Injections | 12% | 35% | 6% | 41% | 6% | 34 |
| Shoe Inserts | 14% | 25% | 5% | 49% | 6% | 63 |
| ITB Resection | 0% | 0% | 0% | 100% | 0% | 1 |
| Binding / Soft Brace | 0% | 40% | 0% | 57% | 4% | 53 |
| Daily Weight-Bearing Exercise | 6% | 41% | 2% | 39% | 12% | 83 |
| Supartz | 0% | 67% | 33% | 0% | 0% | 3 |
| Cuprifon Gel | 0% | 0% | 0% | 0% | 100% | 1 |
| Humira | 0% | 0% | 0% | 0% | 100% | 1 |
| Hyaluronan | 0% | 20% | 0% | 60% | 20% | 5 |
| Methotrexate | 0% | 0% | 0% | 67% | 33% | 3 |
| Hyaluric Acid [Hyaluron Pills} | 0% | 25% | 13% | 63% | 0% | 8 |
| Light Exercise | 5% | 38% | 3% | 39% | 15% | 222 |
| Orencia | 0% | 0% | 50% | 50% | 0% | 2 |
| Stop Exercising | 7% | 37% | 7% | 37% | 12% | 175 |
| Tylenol | 2% | 29% | 4% | 59% | 6% | 112 |
| DMSO | 0% | 7% | 7% | 79% | 7% | 14 |
| Chondroitin | 3% | 20% | 4% | 68% | 5% | 99 |
| Cycling | 11% | 23% | 11% | 34% | 20% | 35 |
| Magnesium Supplements | 4% | 9% | 4% | 81% | 2% | 54 |
| Glucosamine | 2% | 19% | 5% | 68% | 5% | 133 |
Predictors
Below is the change in Knee Pain seen after the predictor is higher than average.
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Daily Distribution
Average by Year
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Average by Day of Week
Predictors Label
Knee Pain Info
| Property | Value |
|---|---|
| Variable Name | Knee Pain |
| Aggregation Method | MEAN |
| Analysis Performed At | 2022-11-18 |
| Duration of Action | 24 hours |
| Kurtosis | 4.7898385585533 |
| Maximum Allowed Value | 5 out of 5 |
| Mean | 1.7588 out of 5 |
| Median | 1.6 out of 5 |
| Minimum Allowed Value | 1 out of 5 |
| Number of Aggregate Predictors | 497 |
| Number of Aggregate Outcomes | 145 |
| Number of Measurements | 1145 |
| Number of Measurements (including those generated by tagged, joined, or child variables) | 1145 |
| Public | true |
| Onset Delay | 0 seconds |
| Standard Deviation | 0.33970356406251 |
| Unit | 1 to 5 Rating |
| User Variables | 6 |
| UPC | 837654382820 |
| Variable Category | Symptoms |
| Variable ID | 86858 |
| Variance | 0.24689048168458 |