From: Intelligent framework for diagnosis of frozen shoulder using cross sectional survey and case studies
Variables | Type | Coding |
---|---|---|
Outcome | ||
Frozen shoulder | Nominal | 2 codes (1 for Yes, 0 for No) |
Predictor | ||
Age | Ordinal | 3 codes (20–45, 46–60, ≥ 61) |
Gender | Nominal | 2 codes (1 for male, 0 for female) |
Occupation | Nominal | 4 codes |
Hand | Nominal | 2 codes (1 for right, 2 for left) |
BMI | Ordinal | 3 codes |
Conditions | Nominal | 14 codes |
Medications | Nominal | 11 codes |
Smoke | Nominal | 2 codes (1 for yes, 0 for no) |
Stress | Ordinal | 3 codes |
Problem | Nominal | 6 codes |
Complaint | Nominal | 6 codes |
Shoulder | Nominal | 2 codes (1 for right, 2 for left) |
Sharp pain | Nominal | 2 codess (1 for yes, 0 for no) |
Dull Pain | Nominal | 2 codes (1 for yes, 0 for no) |
Aching | Nominal | 2 codes (1 for yes, 0 for no) |
Throbbing | Nominal | 2 codes (1 for yes, 0 for no) |
Numbness | Nominal | 2 codes (1 for yes, 0 for no) |
Shooting | Nominal | 2 codes (1 for yes, 0 for no) |
Burning | Nominal | 2 codes (1 for yes, 0 for no) |
Pain | Nominal | 4 codes |
Pain score | Nominal | 2 codes |
Wake | Nominal | 2 codes (1 for yes, 0 for no) |
Before | Nominal | 2 codes (1 for yes, 0 for no) |
Dislocated | Nominal | 2 codes (1 for yes, 0 for no) |
Injection | Nominal | 2 codes (1 for yes, 0 for no) |
Surgery | Nominal | 2 codes (1 for yes, 0 for no) |
Medicine | Nominal | 2 codes (1 for yes, 0 for no) |
Interfere | Nominal | 2 codes (1 for yes, 0 for no) |
Activity | Nominal | 2 codes (1 for yes, 0 for no) |
Lifting | Nominal | 2 codes (1 for yes, 0 for no) |
Behind | Nominal | 2 codes (1 for yes, 0 for no) |
Sports | Nominal | 2 codes (1 for yes, 0 for no) |
Decrease | Nominal | 4 codes |
MRI | Nominal | 2 codes (1 for yes, 0 for no) |
Repetitive | Nominal | 2 codes (1 for yes, 0 for no) |
Hours | Nominal | 5 codes |
Improvement | Nominal | 3 codes |
Killers | Nominal | 2 codes (1 for yes, 0 for No) |
Trauma | Nominal | 2 codes (1 for yes, 0 for No) |
Working | Nominal | 2 codes (1 for yes, 0 for No) |
Dominant | Nominal | 5 codes |
History | Nominal | 10 codes |