Predictors Network Graph
Predictors Flow Chart
Causes of Neck Pain
User reported causes of Neck Pain based on their intuition.
| Cause | Agree |
|---|---|
| Poor Posture | 72% |
| Stress | 70% |
| Excessive Computer Use | 67% |
| Computer Typing | 52% |
| Scheuermann's Disease | 50% |
| Aging | 48% |
| Injury to Neck | 45% |
| Sitting | 43% |
| Type of Work Related | 38% |
| Lying Down | 33% |
| Regular Arthritis | 33% |
| Bad Body Patterns | 32% |
| Grinding Teeth | 29% |
| Sleeping on Stomach | 24% |
| Joint Instability/hypermobility | 21% |
| Syndesmophytes | 20% |
| Ankylosing Spondylitis | 20% |
| Cold Conditions | 20% |
| Herniated Disc | 19% |
| Chronic Myofascial Pain | 19% |
| Bulging Disc | 19% |
| Fibromyalgia | 19% |
| Scoliosis | 14% |
| Spinal Stenosis | 14% |
| Allergy | 13% |
| Large, Heavy Breasts | 12% |
| Chewing | 12% |
| Rheumatoid Arthritis | 10% |
| Draughts | 8% |
| Bursitis | 7% |
| Connective Tissue Disorder (E.g., Ehlers Danlos Syndrome) | 6% |
| Chronic Neuropathy From Shingles | 5% |
| Psoriatic Arthritis | 3% |
| Dystonia | 3% |
| Multiple Sclerosis | 3% |
| Cervical Fusion Surgery | 2% |
Treatments
User-reported effectiveness in treating Neck Pain
| Treatment | Major Improvement | Moderate Improvement | Much Worse | No Effect | Worse | Responses |
|---|---|---|---|---|---|---|
| Massage | 18% | 52% | 2% | 22% | 6% | 249 |
| Ibuprofen | 8% | 47% | 6% | 36% | 3% | 285 |
| Rest | 8% | 42% | 5% | 41% | 4% | 281 |
| Valium (Diazepam) | 40% | 20% | 20% | 20% | 0% | 5 |
| Exercise | 9% | 34% | 7% | 40% | 10% | 208 |
| TENS | 6% | 35% | 0% | 51% | 8% | 72 |
| Aspirin | 4% | 30% | 9% | 53% | 4% | 79 |
| Tai Chi | 3% | 55% | 0% | 24% | 17% | 29 |
| Acupuncture | 8% | 30% | 5% | 53% | 5% | 88 |
| Radio Frequency Ablation | 25% | 75% | 0% | 0% | 0% | 4 |
| Inversion Table | 8% | 28% | 4% | 32% | 28% | 25 |
| Myofascial Release | 23% | 47% | 4% | 21% | 6% | 53 |
| Rolfing | 0% | 31% | 0% | 54% | 15% | 13 |
| Yoga | 14% | 40% | 4% | 31% | 10% | 97 |
| Prolotherapy | 50% | 0% | 0% | 25% | 25% | 4 |
| Low Dose Naltrexone (LDN) | 0% | 0% | 0% | 100% | 0% | 1 |
| Physiotherapy | 15% | 38% | 5% | 33% | 10% | 80 |
| Gyrotonic | 50% | 0% | 0% | 0% | 50% | 2 |
| Alexander Technique | 17% | 58% | 0% | 25% | 0% | 12 |
| Flexeril (Cyclobenzaprine) | 6% | 43% | 4% | 35% | 12% | 69 |
| Acetaminophen | 6% | 30% | 7% | 52% | 5% | 172 |
| Heat Patch | 7% | 55% | 0% | 35% | 3% | 86 |
| Osteopath | 15% | 41% | 0% | 41% | 3% | 39 |
| Discectomy and Vertebral Fusion | 33% | 33% | 0% | 17% | 17% | 12 |
| Alternate Hot and Cold Packs | 6% | 50% | 2% | 37% | 5% | 174 |
| Aleve | 0% | 100% | 0% | 0% | 0% | 5 |
| Medrol Dose Pack (Steroid) | 0% | 90% | 10% | 0% | 0% | 10 |
| Destress Life | 16% | 31% | 4% | 47% | 2% | 49 |
| Voltaren (Diclofenac) | 10% | 43% | 5% | 41% | 2% | 61 |
| Botulism Toxin | 29% | 43% | 14% | 14% | 0% | 7 |
| Chiropractor | 17% | 38% | 7% | 29% | 9% | 160 |
| Gus Sha | 100% | 0% | 0% | 0% | 0% | 1 |
| Adopt Better Posture or Sleeping Position (Gokhale Method) | 6% | 51% | 3% | 32% | 8% | 63 |
| Gentle Stretching | 5% | 50% | 3% | 36% | 6% | 296 |
| Muscle Relaxants | 25% | 13% | 0% | 63% | 0% | 8 |
| Radiofrequency Ablation | 22% | 33% | 11% | 33% | 0% | 9 |
| Hypoglycemic Diet | 14% | 29% | 0% | 57% | 0% | 7 |
| Manipulation Under Anathesia | 0% | 100% | 0% | 0% | 0% | 1 |
| Breast Reduction | 33% | 17% | 17% | 33% | 0% | 6 |
| Dry Needling | 11% | 33% | 0% | 44% | 11% | 9 |
| Traction | 17% | 34% | 7% | 30% | 13% | 71 |
| MCT Oil | 22% | 11% | 11% | 44% | 11% | 9 |
| Nikken S Shaped Pillow | 15% | 23% | 0% | 31% | 31% | 13 |
| Nucynta | 0% | 0% | 0% | 50% | 50% | 2 |
| Shingles Treatment - Antivirals | 0% | 40% | 0% | 20% | 40% | 5 |
| Ice | 4% | 39% | 2% | 44% | 10% | 136 |
| Magnetic Sleep System | 25% | 0% | 0% | 0% | 75% | 4 |
| Gabitril (Tiagabine) | 0% | 0% | 100% | 0% | 0% | 1 |
| Corticosteroid Injections | 18% | 24% | 11% | 37% | 10% | 62 |
| MCU Machine (Multiple Cervical Unit) | 0% | 0% | 50% | 50% | 0% | 2 |
| Guaifenesin | 17% | 0% | 8% | 58% | 17% | 12 |
| Tempurpedic Pillow | 4% | 32% | 6% | 47% | 12% | 161 |
| Swimming | 8% | 35% | 15% | 36% | 7% | 89 |
| Eliminate Caffeine | 3% | 9% | 6% | 79% | 3% | 33 |
| Husk-Filled Neck Pillow | 0% | 32% | 9% | 27% | 32% | 22 |
| Soft Collar | 5% | 20% | 14% | 52% | 9% | 44 |
| Micro-Bead Pillow | 0% | 29% | 8% | 37% | 25% | 51 |
Predictors
Below is the change in Neck Pain seen after the predictor is higher than average.
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Predictors Label
Neck Pain Info
| Property | Value |
|---|---|
| Variable Name | Neck Pain |
| Aggregation Method | MEAN |
| Analysis Performed At | 2021-04-22 |
| Duration of Action | 24 hours |
| Kurtosis | 2.493658361557 |
| Maximum Allowed Value | 5 out of 5 |
| Mean | 3.0594223140496 out of 5 |
| Median | 3.0529991735537 out of 5 |
| Minimum Allowed Value | 1 out of 5 |
| Number of Aggregate Predictors | 390 |
| Number of Aggregate Outcomes | 94 |
| Number of Measurements | 1713 |
| Number of Measurements (including those generated by tagged, joined, or child variables) | 1713 |
| Public | true |
| Onset Delay | 0 seconds |
| Standard Deviation | 0.38967633492898 |
| Unit | 1 to 5 Rating |
| User Variables | 177 |
| UPC | 0 |
| Variable Category | Symptoms |
| Variable ID | 84887 |
| Variance | 0.39306721465124 |