| |
(Intercept)
|
Est.
|
SD
|
Chisq
|
P value
|
|---|
|
80.6
|
30.3
|
|---|
|
Age
|
Age
|
−0.5
|
0.4
|
1.8
|
0.18
|
|
Sex
|
Male
|
19.5
|
7.3
|
7.2
|
0.01*
|
|
Marital Status
|
Married
|
−5.5
|
9.9
|
2.3
|
0.52
|
|
Single
|
−7.4
|
11.4
| | |
|
Widowed
|
2.2
|
9.0
| | |
|
Religion
|
Catholic
|
11.3
|
20.7
|
8.9
|
0.06
|
|
Christian
|
−23.6
|
13.2
| | |
|
None
|
−12.7
|
11.1
| | |
|
Taoism
|
18.0
|
31.1
| | |
|
Education
|
Junior High
|
41.8
|
27.3
|
40.9
|
< 0.001*
|
|
None
|
4.6
|
26.3
| | |
|
Primary
|
9.8
|
24.6
| | |
|
Secondary
|
−59.4
|
30.3
| | |
|
Senior High
|
10.8
|
24.4
| | |
|
Living Arrangement
|
Living with others
|
10.3
|
9.9
|
11.5
|
0.02*
|
|
Living with children
|
14.4
|
10.8
| | |
|
Living with spouse
|
49.2
|
18.0
| | |
|
Living alone
|
18.4
|
9.2
| | |
|
Hobby
|
Travel
|
2.4
|
9.9
|
0.1
|
0.81
|
|
Reading
|
2.9
|
7.5
|
0.1
|
0.70
|
|
Partying
|
17.3
|
8.0
|
4.7
|
0.03*
|
|
Outside
|
−4.3
|
6.0
|
0.5
|
0.48
|
|
Mahjong
|
1.3
|
7.5
|
0.0
|
0.87
|
|
TV
|
−16.5
|
5.4
|
9.4
|
< 0.001*
|
|
Teamwork
|
−12.0
|
13.0
|
0.9
|
0.36
|
|
Gambling
|
2.9
|
14.9
|
0.0
|
0.84
|
|
Sports
|
−8.7
|
15.5
|
0.3
|
0.58
|
|
Smoking
|
−4.9
|
8.4
|
0.3
|
0.57
|
|
Weaving
|
−6.8
|
10.9
|
0.4
|
0.54
|
|
Disease Condition
|
Cataract
|
2.3
|
6.4
|
0.1
|
0.72
|
|
Dementia
|
−22.4
|
6.7
|
11.2
|
< 0.001*
|
|
Diabetes Mellitus
|
16.8
|
6.9
|
6.0
|
0.01*
|
|
Anaemia
|
−5.9
|
6.7
|
0.8
|
0.37
|
|
Pneumonia
|
5.3
|
5.5
|
0.9
|
0.34
|
|
Urinary Tract Infection
|
0.3
|
8.7
|
0.0
|
0.97
|
|
Parkinson
|
−6.8
|
11.8
|
0.3
|
0.56
|
|
Alzheimer
|
1.5
|
10.9
|
0.0
|
0.89
|
|
Sclerosis
|
−12.9
|
18.0
|
0.5
|
0.47
|
|
Extracted Features in EHRs
|
Allergy Counts
|
−26.8
|
6.3
|
17.9
|
< 0.001*
|
|
Diagnosis Counts
|
−3.2
|
0.5
|
39.3
|
< 0.001*
|
|
Accident Counts
|
−2.8
|
1.3
|
4.8
|
0.03*
|
|
Hospital Time Durations
|
−36.5
|
31.4
|
1.3
|
0.25
|
|
Hospital Counts
|
1.5
|
0.6
|
5.4
|
0.02*
|
|
Medicine Time Durations
|
1.4
|
1.0
|
1.9
|
0.17
|
|
Medicine Counts
|
0.0
|
0.1
|
0.6
|
0.45
|
|
Off-home Counts
|
0.2
|
0.2
|
1.6
|
0.21
|
|
Wound Counts
|
−9.2
|
2.4
|
14.8
|
< 0.001*
|
|
Special Nursing Counts
|
−13.9
|
8.7
|
2.6
|
0.11
|
|
Injection Counts
|
−0.2
|
0.8
|
0.0
|
0.83
|
|
Injection Fluvax Counts
|
−1.9
|
3.6
|
0.3
|
0.60
|
|
Injection Vaxigrip Counts
|
−1.3
|
1.4
|
1.0
|
0.33
|
|
Injection Pneumo Counts
|
−9.4
|
3.7
|
6.3
|
0.01*
|
|
Injection Swine Flu Counts
|
−8.1
|
4.3
|
3.6
|
0.06
|
|
Injection Fluarix Counts
|
1.0
|
2.0
|
0.2
|
0.63
|
|
Injection ATT Counts
|
−0.7
|
1.7
|
0.2
|
0.68
|
|
Injection VIT.B12 Counts
|
0.2
|
0.9
|
0.1
|
0.81
|
|
Injection Prevenar 13 Counts
|
−4.3
|
14.7
|
0.1
|
0.77
|
|
Injection Panenza Counts
|
33.6
|
14.1
|
5.6
|
0.02*
|
