Hubungan Karakteristik Individu dengan Keluhan Musculoskeletal Disorders pada Masinis di PT. Kereta Api Indonesia Divisi Regional II Sumatera Barat Tahun 2016
No
Responden
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
Umur
UmurK
Masa
Kerja
Masa
Kerja
K
53
51
33
55
44
34
51
33
44
33
34
30
34
34
34
52
32
48
55
53
52
45
53
41
44
48
40
30
2
2
2
2
1
1
2
2
1
2
1
1
1
2
1
2
1
1
2
2
2
1
2
1
1
1
1
1
18
18
7
30
14
6
20
8
19
6
7
2
8
7
7
24
7
17
30
21
27
18
32
18
15
17
14
2
1
1
2
2
1
1
2
1
2
2
1
1
1
2
1
2
1
1
2
2
2
1
2
1
1
1
1
1
Shift
Malam
Malam
Malam
Malam
Malam
Malam
Siang
Siang
Siang
Pagi
Pagi
Pagi
Pagi
Malam
Malam
Malam
Malam
Siang
Pagi
Malam
Malam
Malam
Malam
Siang
Malam
Siang
Pagi
Pagi
Lama
Kerja
(Jam)
8.35
8.35
8.35
8.35
8.35
8.35
9.10
9.10
9.10
6.35
6.35
6.35
6.35
8.35
8.35
8.35
8.35
9.10
6.35
8.35
8.35
8.35
8.35
9.10
8.35
9.10
6.35
6.35
Lama
Kerja
K
KM
2
2
2
2
2
2
2
2
2
1
1
1
1
2
2
2
2
2
1
2
2
2
2
2
2
2
1
1
1
2
2
2
2
1
1
2
2
2
2
2
2
2
2
2
1
1
2
1
2
1
2
2
2
1
2
2
IMT
23.53
21.74
24.44
22.56
25.56
24.44
21.69
24.22
25.36
24.44
20.79
24.81
21.51
20.63
21.86
23.55
23.88
22.9
24.81
22.56
28.99
22.34
22.56
21.56
23.05
21.56
23.05
24.81
IMT
K
1
1
1
1
2
1
1
1
2
1
1
1
1
1
1
1
1
1
1
1
2
1
1
1
1
1
1
1
Loko
motif
L1
L2
L1
L2
L1
L2
L1
L2
L1
L1
L2
L1
L2
L1
L2
L1
L2
L1
L2
L1
L2
L1
L2
L2
L2
L1
L1
L2
MSDs
22
25
14
30
43
18
27
12
42
24
12
10
8
34
11
34
9
16
22
32
44
15
12
14
18
10
24
12
MSDsK
1
1
1
1
2
0
1
0
2
1
0
0
0
1
0
1
0
0
1
1
2
0
0
0
0
0
1
0
Universitas Sumatera Utara
P
0
0
1
1
1
0
1
1
1
2
1
0
0
2
1
1
1
0
2
0
1
1
1
1
1
0
0
2
1
P
1
0
1
0
1
0
1
1
0
2
0
1
0
1
1
1
1
0
2
0
1
2
1
1
1
2
2
2
1
P
2
1
1
1
1
1
1
0
0
2
1
1
0
1
1
0
1
0
0
0
1
1
1
0
0
2
0
0
0
P
3
1
1
1
1
2
1
0
1
2
1
1
0
1
1
0
1
0
0
0
1
1
1
0
0
0
0
0
0
P
4
1
1
0
1
2
1
0
0
1
1
1
0
1
0
0
1
0
0
0
1
2
0
0
0
2
2
2
1
P
5
1
0
1
1
1
1
0
0
1
1
1
2
1
2
1
2
0
2
1
2
1
1
0
0
2
2
0
1
P
6
1
1
1
1
2
0
1
0
1
1
1
0
1
0
0
1
0
0
1
1
1
0
0
1
0
0
2
1
P
7
2
0
0
1
2
1
2
0
2
2
0
2
0
2
1
2
1
2
1
2
2
1
0
1
2
0
2
1
P
8
1
2
0
2
2
1
2
0
2
2
0
2
0
1
2
2
1
2
1
2
2
1
1
1
0
0
0
0
P
9
1
1
0
2
2
1
2
0
1
1
1
2
0
1
2
2
0
2
1
2
3
1
1
1
0
0
1
0
P
10
1
1
0
0
2
0
1
0
0
1
1
0
0
0
0
1
0
0
0
1
2
0
0
1
0
0
1
0
P
11
1
1
1
0
1
0
1
0
2
2
0
0
0
0
0
1
0
0
0
1
1
0
0
1
0
0
0
0
P
12
1
1
0
2
2
0
1
0
0
0
0
0
0
0
0
1
0
0
1
1
2
0
0
1
1
0
0
0
P
13
1
1
1
2
2
0
1
0
1
0
0
0
0
0
0
1
2
0
1
1
1
0
0
1
1
0
2
0
P
14
1
1
1
1
1
0
2
1
1
2
0
0
0
0
0
1
1
0
1
1
1
1
2
0
1
0
2
0
P
15
1
1
1
1
2
0
2
1
0
1
0
0
0
0
0
1
1
0
1
1
1
1
1
0
1
0
0
1
P
16
1
1
0
1
1
0
1
0
0
1
1
0
0
0
1
0
1
0
1
0
2
1
1
0
1
0
0
1
P
17
1
1
0
1
1
0
0
1
2
2
1
0
0
0
1
1
0
0
1
1
2
1
1
0
1
0
0
0
P
18
1
1
0
1
1
1
0
1
2
0
1
1
0
0
0
1
0
0
1
1
2
0
0
1
0
0
0
1
P
19
1
1
0
1
2
1
0
0
2
0
1
1
0
0
0
1
0
0
1
2
2
0
0
1
0
1
0
1
P
20
1
1
0
1
1
1
1
1
2
1
0
0
0
0
0
2
0
0
1
1
2
0
0
0
0
0
1
0
P
21
0
1
0
1
2
1
1
0
2
1
0
0
0
0
1
2
0
0
2
2
2
0
0
0
0
0
1
0
P
22
0
1
0
2
2
1
2
1
2
0
0
0
0
0
0
1
0
0
1
0
2
0
0
0
0
0
1
0
P
23
0
1
1
2
2
1
2
0
2
0
0
0
0
0
0
2
0
0
1
1
2
0
0
0
0
0
1
1
P
24
0
0
1
0
2
1
1
1
2
0
0
0
0
1
0
1
0
0
1
1
1
1
0
0
0
0
1
1
P
25
0
0
1
0
1
0
1
1
2
0
0
0
0
1
0
1
0
0
1
1
1
0
1
0
0
0
1
0
P
26
1
1
1
1
2
1
0
1
2
0
0
0
0
1
0
1
1
2
1
1
1
1
1
1
1
1
1
0
P
27
1
1
1
1
2
1
1
1
2
0
0
0
0
1
0
1
1
2
1
1
1
1
1
1
1
2
1
0
Total
22
25
14
30
43
18
27
12
42
22
12
10
8
14
11
34
9
16
22
32
44
15
12
14
18
10
24
12
Universitas Sumatera Utara
Lampiran 2. Output
1. Hasil Univariat
Umur Kategori
Frequency
Valid
Percent
11
39.3
39.3
39.3
>35
17
60.7
60.7
100.0
Total
28
100.0
Valid Percent
Cumulative
Percent
10
17
60.7
60.7
100.0
Total
28
8 jam
Total
100.0
Lama kerja
Percent
100.0
Valid Percent
Cumulative
Percent
7
25.0
25.0
25.0
21
75.0
75.0
100.0
28
100.0
Kebiasaan Merokok
Frequency
Valid
100.0
Masa kerja
Percent
Frequency
Valid
Cumulative
Percent
Responden
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
Umur
UmurK
Masa
Kerja
Masa
Kerja
K
53
51
33
55
44
34
51
33
44
33
34
30
34
34
34
52
32
48
55
53
52
45
53
41
44
48
40
30
2
2
2
2
1
1
2
2
1
2
1
1
1
2
1
2
1
1
2
2
2
1
2
1
1
1
1
1
18
18
7
30
14
6
20
8
19
6
7
2
8
7
7
24
7
17
30
21
27
18
32
18
15
17
14
2
1
1
2
2
1
1
2
1
2
2
1
1
1
2
1
2
1
1
2
2
2
1
2
1
1
1
1
1
Shift
Malam
Malam
Malam
Malam
Malam
Malam
Siang
Siang
Siang
Pagi
Pagi
Pagi
Pagi
Malam
Malam
Malam
Malam
Siang
Pagi
Malam
Malam
Malam
Malam
Siang
Malam
Siang
Pagi
Pagi
Lama
Kerja
(Jam)
8.35
8.35
8.35
8.35
8.35
8.35
9.10
9.10
9.10
6.35
6.35
6.35
6.35
8.35
8.35
8.35
8.35
9.10
6.35
8.35
8.35
8.35
8.35
9.10
8.35
9.10
6.35
6.35
Lama
Kerja
K
KM
2
2
2
2
2
2
2
2
2
1
1
1
1
2
2
2
2
2
1
2
2
2
2
2
2
2
1
1
1
2
2
2
2
1
1
2
2
2
2
2
2
2
2
2
1
1
2
1
2
1
2
2
2
1
2
2
IMT
23.53
21.74
24.44
22.56
25.56
24.44
21.69
24.22
25.36
24.44
20.79
24.81
21.51
20.63
21.86
23.55
23.88
22.9
24.81
22.56
28.99
22.34
22.56
21.56
23.05
21.56
23.05
24.81
IMT
K
1
1
1
1
2
1
1
1
2
1
1
1
1
1
1
1
1
1
1
1
2
1
1
1
1
1
1
1
Loko
motif
L1
L2
L1
L2
L1
L2
L1
L2
L1
L1
L2
L1
L2
L1
L2
L1
L2
L1
L2
L1
L2
L1
L2
L2
L2
L1
L1
L2
MSDs
22
25
14
30
43
18
27
12
42
24
12
10
8
34
11
34
9
16
22
32
44
15
12
14
18
10
24
12
MSDsK
1
1
1
1
2
0
1
0
2
1
0
0
0
1
0
1
0
0
1
1
2
0
0
0
0
0
1
0
Universitas Sumatera Utara
P
0
0
1
1
1
0
1
1
1
2
1
0
0
2
1
1
1
0
2
0
1
1
1
1
1
0
0
2
1
P
1
0
1
0
1
0
1
1
0
2
0
1
0
1
1
1
1
0
2
0
1
2
1
1
1
2
2
2
1
P
2
1
1
1
1
1
1
0
0
2
1
1
0
1
1
0
1
0
0
0
1
1
1
0
0
2
0
0
0
P
3
1
1
1
1
2
1
0
1
2
1
1
0
1
1
0
1
0
0
0
1
1
1
0
0
0
0
0
0
P
4
1
1
0
1
2
1
0
0
1
1
1
0
1
0
0
1
0
0
0
1
2
0
0
0
2
2
2
1
P
5
1
0
1
1
1
1
0
0
1
1
1
2
1
2
1
2
0
2
1
2
1
1
0
0
2
2
0
1
P
6
1
1
1
1
2
0
1
0
1
1
1
0
1
0
0
1
0
0
1
1
1
0
0
1
0
0
2
1
P
7
2
0
0
1
2
1
2
0
2
2
0
2
0
2
1
2
1
2
1
2
2
1
0
1
2
0
2
1
P
8
1
2
0
2
2
1
2
0
2
2
0
2
0
1
2
2
1
2
1
2
2
1
1
1
0
0
0
0
P
9
1
1
0
2
2
1
2
0
1
1
1
2
0
1
2
2
0
2
1
2
3
1
1
1
0
0
1
0
P
10
1
1
0
0
2
0
1
0
0
1
1
0
0
0
0
1
0
0
0
1
2
0
0
1
0
0
1
0
P
11
1
1
1
0
1
0
1
0
2
2
0
0
0
0
0
1
0
0
0
1
1
0
0
1
0
0
0
0
P
12
1
1
0
2
2
0
1
0
0
0
0
0
0
0
0
1
0
0
1
1
2
0
0
1
1
0
0
0
P
13
1
1
1
2
2
0
1
0
1
0
0
0
0
0
0
1
2
0
1
1
1
0
0
1
1
0
2
0
P
14
1
1
1
1
1
0
2
1
1
2
0
0
0
0
0
1
1
0
1
1
1
1
2
0
1
0
2
0
P
15
1
1
1
1
2
0
2
1
0
1
0
0
0
0
0
1
1
0
1
1
1
1
1
0
1
0
0
1
P
16
1
1
0
1
1
0
1
0
0
1
1
0
0
0
1
0
1
0
1
0
2
1
1
0
1
0
0
1
P
17
1
1
0
1
1
0
0
1
2
2
1
0
0
0
1
1
0
0
1
1
2
1
1
0
1
0
0
0
P
18
1
1
0
1
1
1
0
1
2
0
1
1
0
0
0
1
0
0
1
1
2
0
0
1
0
0
0
1
P
19
1
1
0
1
2
1
0
0
2
0
1
1
0
0
0
1
0
0
1
2
2
0
0
1
0
1
0
1
P
20
1
1
0
1
1
1
1
1
2
1
0
0
0
0
0
2
0
0
1
1
2
0
0
0
0
0
1
0
P
21
0
1
0
1
2
1
1
0
2
1
0
0
0
0
1
2
0
0
2
2
2
0
0
0
0
0
1
0
P
22
0
1
0
2
2
1
2
1
2
0
0
0
0
0
0
1
0
0
1
0
2
0
0
0
0
0
1
0
P
23
0
1
1
2
2
1
2
0
2
0
0
0
0
0
0
2
0
0
1
1
2
0
0
0
0
0
1
1
P
24
0
0
1
0
2
1
1
1
2
0
0
0
0
1
0
1
0
0
1
1
1
1
0
0
0
0
1
1
P
25
0
0
1
0
1
0
1
1
2
0
0
0
0
1
0
1
0
0
1
1
1
0
1
0
0
0
1
0
P
26
1
1
1
1
2
1
0
1
2
0
0
0
0
1
0
1
1
2
1
1
1
1
1
1
1
1
1
0
P
27
1
1
1
1
2
1
1
1
2
0
0
0
0
1
0
1
1
2
1
1
1
1
1
1
1
2
1
0
Total
22
25
14
30
43
18
27
12
42
22
12
10
8
14
11
34
9
16
22
32
44
15
12
14
18
10
24
12
Universitas Sumatera Utara
Lampiran 2. Output
1. Hasil Univariat
Umur Kategori
Frequency
Valid
Percent
11
39.3
39.3
39.3
>35
17
60.7
60.7
100.0
Total
28
100.0
Valid Percent
Cumulative
Percent
10
17
60.7
60.7
100.0
Total
28
8 jam
Total
100.0
Lama kerja
Percent
100.0
Valid Percent
Cumulative
Percent
7
25.0
25.0
25.0
21
75.0
75.0
100.0
28
100.0
Kebiasaan Merokok
Frequency
Valid
100.0
Masa kerja
Percent
Frequency
Valid
Cumulative
Percent