final report - dgpa.gov.tw · 99 年度行政院人事行政局委託研究計畫...
TRANSCRIPT
-
99
The Applicability Study of Government Personnel Data-Warehouse for
Human Resource Management (HRM)
FFiinnaall RReeppoorrtt
-
...... 1-1
....................................................1-1
...1-2
(Evidence Based)...1-6
................................................1-7
....................................................................................1-8
................................................................1-8
.......... 2-1
..................................................................................2-1
........2-1
.........................................................2-1
........2-3
........2-4
.......... .. .............................................................................2-4
...................................................................................2-4
.............................................................2-5
............................................................................................2-5
............................................................................................2-5
...................................................................................2-6
...................................................................................2-6
............................................................................2-7
................................................................................2-9
..........................................................................................2-10
..........................................................................................2-13
............................................................2-18
..................................................................2-18
............................................................2-19
..........................................................................................2-19
..............................................................2-22
I
-
III
() ..................................4-32
...... 5-1
.......................................................................................................5-1
() ..........5-1
() ..5-6
() ....5-9
........................................................................5-12
() ..........................................5-12() ... 5-13
() ....5-14
() ..5-15
() ..5-16
...... 6-1
1-1
2-1
.............................................................. 3-1
.............................. 4-1
-
IV
1-1 Pemis2K ...........1-3
1-2 Pemis2K .......1-4
1-3 WebHR .....1-5
1-4 .......................1-5
1-5 .......................1-6
2-1 .......2-2
2-2 ......2-5
2-3 .........2-6
2-4 .2-21
3-1 ...3-1
3-2 ...3-1
3-3 ...3-2
3-4 ...3-2
3-5 ...3-2
3-6 () ...3-2
3-7 (()) .....3-2
3-8 ...3-3
3-9 ...3-3
3-10 ...3-3
3-11 ...3-3
3-12 ...3-4
3-13 ...3-4
3-14 .......3-4
3-15 ...3-4
-
V
3-16 ...3-5
3-17 ...3-5
3-18 ...3-5
3-19 ...3-5
3-20 ...3-6
3-21 ...3-6
3-22 ...3-6
3-23 ...3-6
3-24 ...3-7
3-25 ...3-7
3-26 ...3-7
3-27 ...3-7
3-28 ...3-8
3-29 ...3-8
3-30 ...3-8
3-31 ...3-8
3-32 .......3-9
3-33 ...3-9
3-34 ...3-9
3-35 ...3-9
3-36 .....3-10
3-37 .....3-10
3-38 .....3-10
3-39 .....3-10
3-40 .....3-11
-
VI
3-41 .....3-11
3-42 .....3-11
3-43 .....3-11
3-44 .....3-12
3-45 .....3-12
3-46 .....3-12
3-47 .....3-12
3-48 .....3-13
3-49 .....3-13
3-50 .....3-13
3-51 .....3-13
3-52 .....3-14
3-53 .....3-14
3-54 ........3-14
3-55 .....3-14
3-56 .....3-15
3-57 .....3-15
3-58 .....3-15
3-59 .....3-15
3-60 .3-16
3-61 .....3-16
3-62 .....3-16
3-63 .....3-16
3-64 .....3-17
3-65 .....3-17
-
VII
3-66 .....3-17
3-67 .....3-17
3-68 .....3-18
3-69 .........3-18
3-70 .....3-18
3-71 .....3-18
3-72 .....3-19
3-73 .....3-19
3-74 .....3-19
3-75 .....3-19
3-76 .....3-20
3-77 .....3-20
3-78 .....3-20
3-79 .....3-20
3-80 .....3-21
3-81 .....3-21
3-82 .....3-21
3-83 .....3-21
4-1 .4-4
4-2 (P ).....4-6
4-3 ...4-9
4-4 ...4-9
4-5 ...4-10
4-6 .......4-11
4-7 .........4-12
-
VIII
4-8 .......4-18
4-9 .4-18
4-10 .4-19
4-11 .4-24
4-12 .4-25
4-13 .4-26
4-14 ..4-27
4-15 4-29
4-16 4-31
4-17 4-32
4-18 4-32
4-19 4-33
4-20 4-34
5-1 ...5-4
5-2 ...5-5
5-3 ..5-13
-
IX
2-1 .......................2-10
2-2 ...............2-11
2-3 ...........2-11
2-4 ...............2-11
2-5 ...............2-12
2-6 .......................2-14
2-7 ...................2-15
2-8 10--.......................2-20
3-1 Pemis2K ......3-22
3-2 .......3-23
3-3 ...3-23
3-4 ...3-24
3-5 ...3-24
3-6 .....3-25
3-7 .......3-25
3-8 .......3-26
3-9 ...........3-27
3-10 .3-28
3-11 .3-30
3-12 Pemis2K ......3-31
3-13 Pemis2K ......3-32
3-14 Pemis2K ......3-33
3-15 Pemis2K ..3-34
3-16 .......3-35
-
X
3-17 .......3-36
3-18 .......3-36
3-19 ...........3-37
3-20 .......3-38
3-21 ...3-38
3-22 .......3-39
3-23 .......3-40
3-24 ...........3-40
3-25 ...3-41
3-26 .......3-42
3-27 .......3-42
3-28 ....3-43
3-29 ...3-43
3-30 ...3-44
3-31 ....3-44
3-32 ...3-45
3-33
...3-45
3-34 ...3-46
3-35 ...3-46
3-36 .....3-47
3-37 .......3-47
3-38 ...3-48
3-39 ...3-48
4-1 .........4-2
4-2 .....4-3
-
XI
4-3 (CPABT02M)..... 4-4
4-4 ........ 4-5
4-5 (P )( X ) .... 4-6
4-6 (P )...... 4-7
4-7 .. 4-11
4-8 .......... 4-12
4-9 ............ 4-12
4-10 ...... 4-14
4-11 ...... 4-15
4-12 ...... 4-19
4-13 (P )........ 4-20
4-14 ...... 4-23
4-15 .......... 4-23
4-16 .......... 4-24
4-17 ...... 4-24
4-18 .......... 4-25
4-19 .. 4-25
4-20 ...... 4-26
4-21 ...... 4-26
4-22 .......... 4-30
4-23 .......... 4-31
4-24 ...... 4-32
4-25 .... 4-33
4-26 .. 4-34
5-1 Pemis2K 5-3
-
XII
5-2 Pemis2K
..... 5-3
-
P. 11
21
e (Marche & McNiven, 2009);
(2003)
e
(2007)(Internet)
92
(2009)
(human resource management, HRM)
93 1 5
-
P. 12
e
2006
2007200820012002199420062009
(Legacy Information
(Data Mining)(Susan & Schuler, 2000)
-- Pemis2K
()
80
- 83 DOS
86 9 windows
PC
-
P. 13
86
Pemis2K2009 Pemis2K
e 89 Client-Server
(Pemis2K) Pemis2K 19 1-1 Pemis2K Pemis2K (1) (2) (3) (4) (5) (6) (7) (8) (9) (10) (11) (12) (13) (14)(15) (16) (17) (18) (19) Pemis2K 1-1
1-1 Pemis2K (http://www.tpgpd.gov.tw/pemis2k/)
92
-
P. 14
e
Pemis2K (SOP)
94 Pemis2K Pemis2K Pemis2K 1-2
1-2 Pemis2K
(http://www.tpgpd.gov.tw/pemis2k/)
98 5 Pemis2K Pemis2K 2.0 Pemis2K
2010 (WWWWorld Wide Web) Web (WebHR) ( 1-3)Pemis2K
Pemis2K
SQL Server
Pemis2K
Pemis2K
-
P. 15
1-3 WebHR e
1-4
1-4
Web (WebHR) Pemis2K 1-3 (2010 ) Web WebHR
-
DOS
(Pemis2K)
Pemis2K 1.0()
Pemis2K 2.0
WebHR
-
P. 16
Pemis2K Pemis2K
Pemis2K
Pemis2K Pemis2K Pemis2K
() (Evidence Based)
1-5
1-5
/
(Data Warehouse)
Problem Discovery
Evidence Supporting
/Execution
/Regulation & PolicyRefining
-
P. 17
e
/
Pemis2K
-
P. 18
() ()
()
(1) Pemis2K(P2K) (2) (3) (4)
(5) Pemis2K(P2K)
()
(1) (2) (3) (4) (5) (6) (7)
()
-
P. 21
(2002)
(2003) (acquisition) (development) (maintenance) (utilization)Mondy(1993) Susan & Schuler (2000)
HRM
2009
DeNisi Griffin (2005)(2003)(acquisition)(development)(maintenance)(utilization) (The American Society For Training and Development, ASTD) P. A. McLagan
-
P. 22
(human resource wheel) HRM 2-1
2-1 (: McLagan, 1989)
ASTD HRM
HRM (McLagan ,1989)
1. 2. 3. 4. 5. 6. () 7.
-
P. 23
(2009)
1.
2.
()
3.
4.
5.
6.
7.
-
P. 24
8.
2009 10 1. 2. 3. 4. 5. 6. 7. 8. 9. 10.
Pemis2K
-
P. 25
Pemis2K 2-2
2-2
1
2
3
4 Pemis2K(P2K)
Pemis2K
-
P. 26
2-3
2-3
-
P. 27
2002Stewart & Shamdasani, 1990; Vaughn, Schumm, & Sinagub, 1996/1999
(Stewart & Shamdasani, 1990)
2002
1.
(1)
(Stewart & Shamdasani, 1990)
(2) (Stewart & Shamdasani, 1990)2002
2002(Stewart & Shamdasani, 1990)Morgan2002
(3)
2002Stewart & Shamdasani, 1990
-
P. 28
(Stewart & Shamdasani, 1990)
(4)
--(reinstatement)
2002
2002
(Stewart & Shamdasani, 1990)
(5)
2002
(Stewart & Shamdasani,1990)
(Stewart & Shamdasani, 1990)
(6)
(Stewart & Shamdasani, 1990)
(summary)(coding)(content analysis)2002
2002Stewart & Sham-dasani, 1990 2.
2002Stewart & Shamdasani, 1990
(1)
-
P. 29
(2) (Stewart & Shamdasani, 1990)
(nonverbal)
(synergistic)2002
(3)
2002Stewart & Shamdasani,1990
(1)
(2)
(3)
(Stewart & Shamdasani, 1990)
(4) (Stewart & Shamdasani, 1990)
-
P. 210
1.
2.
2-1
2-1
( 99 )
6 4 1-06
6 14 1-08 6 4 1-10 6 4 1-12
9 27 1-14
9 27 1-17
6 7
1-20
1-20
1-20
1-20
1-20
5 31
1-24
1-24
1-24
7 16
1-27
1-27
1-27
1-27
() 9 27 1-31
-
P. 211
3. 2-2 2-5
2-2
1.
2.
3.
4.
5.
2-3
1.
2.
3.
4.
2-4
1.
2.
3.
4.
-
P. 212
2-5
A.
B.
C.
D.
1.
2.
3.
4.
5.
6.
7.
8.
9.
10.
11.
12.
-
P. 213
E.
F.
13.
14.
4.
5.
1.
Pemis2K(P2K)
(1)
Pemis2K(P2K) 19
5 4 1
-
P. 214
(2)
Pemis2K(P2K) 19 5 4 1
(3)
Pemis2K(P2K)
5 4 1 2-6
2-6
1 Pemis2K
2 Pemis2K
3 Pemis2K
4 Pemis2K
5 Pemis2K
6 Pemis2K
7
8
9
10
(4)
2-7
-
P. 215
2-7
A.
B.
C.
-
P. 216
D.
E.
F.
G.
-
P. 217
H.
I.
()
2.
99 7 15 99 8 8
3.
(1)
(2)
(3) T Pemis2K(P2K)
-
P. 218
()
21
e e-
(Marche & McNiven, 2009)
92
e
e
2007(Internet)
(human resource management, HRM)
-
P. 219
()
93 1 5
2007200820012002199420062009
(Data Mining)(Susan & Schuler, 2000)
()
(Chen, Han & Yu, 1996Susan & Schuler2000TanSteinbach & Kumar, 2006)
(1) (2) (3) (4) (5) (6) (7) 2-4 (Fayyad, Gregory & Smyth, 1996)
-
P. 220
2-4
(Fayyad, Gregory, & Smyth, 1996)
(1) (structure) (2) (text mining)
2003
10 2-8 2-8
2-8
2-8 32 35
2-8 10 -- 1 ( 89) --
2 ( 90)
3 ( 91) 4 ( 91)
-
P. 221
5 ( 91) 6 ( 91) 7 ( 91)
8 ( 91)
9 ( 92)
10 ( 92)
11 ( 92)
12 ( 92)
13 ( 93)
14 ( 93) 15 ( 93)
16 ( 94) 17 ( 94) 18 ( 94)
19 ( 94)
20 ( 94)
21 ( 94) 22 ( 95) 23 ( 95)
24 ( 95)
25 ( 96)
26 ( 96)
-
P. 222
27 ( 96) 28 ( 96)
29 ( 96) 30 ( 97) 31 ( 97)
32 ( 98)
33 ( 98)
34 ( 98) 35 ( 98) 36 ( 98)
()
1.
2.
3.
4.
5.
6.
7.
8.
9.
-
P. 3-1
99 7 15
99 8 15 ()
12,317
7,026 57.04%
(1)(2)(3)
(4)(5) Pemis2K
()
3-1
4,704 67.0% 3-2 6~9
4,958 ( 70.6%) 1~5 1,712 ( 24.4%)
3-3 16~20 1,775 ( 25.3%)
11~15 1,386 ( 19.7%) 21~25 1,321 ( 18.8%)
3-4 4,651 ( 66%)
3-1 3-2
-
P. 3-2
3-5 () 4,859
( 69%) 3-6 966
(13.7%) 652 (9.3%)()
3-7 2,294 (32.7%) 1,638
(23.3%)
3-3 3-4
3-5 3-6 ()
3-7 (())
-
P. 3-3
()
Pemis2K 19
1.
3-8
3-9 24.4%
19.7% 39.5%
2.
3-10 9
3-11 60%
25.1% 13.6%
3-8 3-9
3-10 3-11
-
P. 3-4
3.
3-12 7
3-13 18.0%
36.0% 22.1%
17.0%
4.
3-14 8
3-15 21.9%
60%
3-12 3-13
3-14 3-15
-
P. 3-5
5.
3-16 7
3-17 20.4%
30.80% 20.20%
19.60%
6.
3-18 8
3-19 33.4%
36.20% 12.70%
3-18 3-19
3-16 3-17
-
P. 3-6
7.
3-20 8
3-21 23.30%
59.60%
8.
3-22
3-23
30.90% 12.30%
3-20 3-21
3-22 3-23
-
P. 3-7
9.
3-24
3-25 26.10%
29.30% 34.30%
10.
3-26 2
3-27 22.6%
21.9% 40.4%
3-24 3-25
3-26 3-27
-
P. 3-8
11.
3-28
3-29 13.9%
54.7% 14.8%
12.
3-30 3
3-31 15.4%
49.0% 16.4%
3-28 3-29
3-31 3-30
-
P. 3-9
13.
3-32 7
3-33 16.9%
66.3%
14.
3-34
3-35 25.7%
36.5%
3-32 3-33
3-34 3-35
-
P. 3-10
15.
3-36 4
3-37 23.5%
27.1% 37.3%
16.
3-38 1
3-39 23.5%
19.1% 34.4%
3-36 3-37
3-38 3-39
-
P. 3-11
17.
3-40 2
3-41 19.6%
21.6% 45.3%
18.
3-42 6
3-43 23.3%
24.4% 41.2%
3-40
3-41
3-42 3-43
-
P. 3-12
19.
3-44 4
3-45 22.6%
24.9% 41.5%
()
Pemis2K 19
1.
3-46 7
3-47 14.2%
26.1% 23.6%
3-44 3-45
3-47 3-46
-
P. 3-13
2.
3-48 9
3-49 60%
24.5% 3.8%
3.
3-50 8
3-51 23.2%
29.5% 18.2% 17.7%
3-48
3-49
3-50 3-51
-
P. 3-14
4.
3-52 8
3-52 23.6%
42.5% 21.3%
5.
3-54 7 5
3-55 27.9%
27.3% 15.1%
3-52 3-53
3-54 3-55
-
P. 3-15
6.
3-56 8
3-57 32.2%
39.8%
7.
3-58 8
3-59 26.3%
38.5%
3-56 3-57
3-58 3-59
-
P. 3-16
8.
3-60 6
3-61 38.6%
17.3% 18.1%
9.
3-62 5
3-63 27.9%
23.7% 30.9%
3-60 3-61
3-62 3-63
-
P. 3-17
10.
3-64 3
3-65 24.3%
18.5% 46.2%
11.
3-66 4
3-67 25.6%
26.6% 24.5%
3-64 3-65
3-66 3-67
-
P. 3-18
12.
3-68 4
3-69 23.2%
26.6% 26.9%
13.
3-70 8
3-71 19.4%
41.5% 26.1%
3-68 3-69
3-70 3-71
-
P. 3-19
14.
3-72 7
3-73 29.2%
31.5%
15.
3-74 5
3-75 32.2%
20.1% 28.4%
3-72 3-73
3-74 3-75
-
P. 3-20
16.
3-76 1
3-77 28.6%
16.5% 38.0%
17.
3-78 2
3-79 29.3%
18.8% 33.5%
3-76
3-77
3-78
3-79
-
P. 3-21
18.
3-80 5
3-81 27.1%
22.7% 33.4%
19.
3-82 4
3-83 26.8%
21.5% 37.2%
3-80 3-81
3-82 3-83
-
P. 3-22
() Pemis2K
Pemis2K 3-1
3.77 5 Pemis2K
(3.95 )Pemis2K
(3.89 )Pemis2K (3.84
)
(3.68 )
3-1 Pemis2K
Pemis2K 3.95 0.75
Pemis2K 3.89 0.74
Pemis2K 3.84 0.74
Pemis2K 3.76 0.76
Pemis2K 3.73 0.78
Pemis2K 3.82 0.75
3.68 0.86
3.66 0.87
3.68 0.85
3.68 0.85
3.77 0.68
()
-
P. 3-23
1.
3-2 (1)
68.8%(2)
63.6%(3)
48.1%
3-2
2,075 63.6%
2,243 68.8%
1,399 42.9%
1,506 46.2%
1,459 44.7%
1,569 48.1%
24 0.7%
2.
3-3 (1)
75.0%(2)
74.2%(3)
55.6%(4) 55.5%
3-3
3,72 9 75.0% 2,764 55.6% 2,760 55.5% 3,690 74.2%
1,884 37.9%
1,543 31.0% 40 0.8%
-
P. 3-24
3.
3-4 (1)
62.9%(2)
58.5%(3)
54.1%
3-4
2,194 62.9%
1,885 54.1%
2,041 58.5%
1,836 52.7%
1,645 47.2%
17 0.5%
4.
3-5 (1)
71.3%(2)
52.0%(3)
49.9%
3-5
2,607 71.3%
1,827 49.9%
1,902 52.0%
1,722 47.1%
1,703 46.6%
31 0.8%
-
P. 3-25
5.
3-6 (1)
77.0%(2)
65.6%(3)
42.4%
3-6
2,843 77.0%
2,421 65.6%
1,566 42.4%
1,508 40.8%
1,553 42.1%
1,480 40.1%
20 0.5%
6.
3-7 (1)
79.3%(2)
68.5%(3)
44.5%
3-7
3,246 79.3%
2,802 68.5%
1,810 44.2%
1,820 44.5%
26 0.6%
-
P. 3-26
7.
3-8 (1)
83.8%(2) 70.8%(3)
69.8%(4)
66.0%
3-8
3,633 83.8%
2,862 66.0%
2,460 56.8%
2,490 57.5%
3,069 70.8%
3,025 69.8%
1,690 39.0%
21 0.5%
8.
3-9 (1) 60.4%
(2) 59.2%(3)
50.7%
-
P. 3-27
3-9
1,666 35.5%
2,782 59.2%
2,835 60.4%
2,382 50.7%
1,669 35.5%
1,590 33.9%
1,223 26.0%
1,853 39.5%
1,818 38.7%
29 0.6%
()
3-1010~14
()
6~9
()
()1~5
()
6~9
()
1~5
()
10~14
(
)
-
P. 3-28
()
()
()
3-10
(P ) (P ) (P ) .042* .995 .001* .000* .000* .021* .061 .000* .061 .453 .000* .000* .000* .000* .000* .000* .000* .000* .001* .000* .001* .176 .000* .776 .000* .000* .000* .052 .213 .609 .717 .000* .172 .278 .000* .007* .013* .000* .670 .063 .000* .000* .001* .000* .000* .571 .663 .808
.108 .271 .353
.469 .000* .313 .320 .390 .720
* 0.05
-
P. 3-29
()
3-11
()1~5
()
()
6~9
()
1~5
6~9
()
6~9
()
()
()
1~5
()
()
-
P. 3-30
3-11
(P ) (P ) (P) .082 .000* .011* .000* .000* .000* .549 .000* .000* .001* .000* .000* .000* .000* .149 .000* .000* .000* .000* .000* .000* .060 .000* .552 .514 .000* .000* .626 .020* .103 .936 .018* .504 .822 .000* .162 .012* .000* .000* .012* .000* .036* .225 .000* .000* .973 .016* .607
.592 .001* .889
.419 .000* .097 .463 .832 .853
* 0.05
() Pemis2K
Pemis2K
t3-12
Pemis2K
-
P. 3-31
3-12 Pemis2K
P
Pemis2K :3.99 :3.92
.000*
Pemis2K : 3.94 : 3.86
.000*
Pemis2K : 3.89 : 3.82
.000*
Pemis2K : 3.81 : 3.74
.000*
Pemis2K : 3.77 : 3.71
.003*
Pemis2K : 3.85 : 3.80
.004*
: 3.79 : 3.62
.000*
: 3.77 : 3.61
.000*
: 3.78 : 3.63
.000*
: 3.78 : 3.63
.000*
: 3.83 : 3.73
.000*
* 0.05
() Pemis2K
Pemis2K
(ANOVA)
3-136~91~510~14
Pemis2K
6~9
1~510~14
-
P. 3-32
3-13 Pemis2K P
Pemis2K
A3.91 B3.98 C3.65 D3.67
.000*
Pemis2K
A3.84 B3.92 C3.67 D3.65
.000*
Pemis2K
A3.80 B3.87 C3.57 D3.59
.000*
Pemis2K
A3.72 B3.80 C3.49 D3.50
.000*
Pemis2K
A3.68 B3.76 C3.45 D3.49
.000*
Pemis2K
A3.78 B3.85 C3.53 D3.57
.000*
A3.65 B3.70 C3.56 D3.55
.007*
A3.63 B3.68 C3.58 D3.53
.015*
A3.65 B3.70 C3.62 D3.57
.044*
A3.65 B3.69 C3.63 D3.56
.081
A3.73 B3.79 C3.57 D3.56
.000*
: A 1~5 B 6~9 C 10~14 D * 0.05
-
P. 3-33
() Pemis2K
Pemis2K
t
3-14
Pemis2K
3 -14 Pemis2K
P
Pemis2K : 3.96
: 3.92
.016*
Pemis2K : 3.90
: 3.88
.246
Pemis2K : 3.85 : 3.83
.287
Pemis2K : 3.77 : 3.75
.244
Pemis2K : 3.74 : 3.71
.126
Pemis2K : 3.83 : 3.79
.054
: 3.66 : 3.70
.076
: 3.65 : 3.69
.073
: 3.66 : 3.71
.048*
: 3.66 : 3.70
.045*
: 3.77 : 3.77
.965
* 0.05
-
P. 3-34
() Pemis2K
Pemis2K
t
3-15 ()
Pemis2K
()
3-15 Pemis2K
P
Pemis2K
: 3.85 (): 3.99
.000*
Pemis2K
: 3.80 (): 3.93
.000*
Pemis2K : 3.74 (): 3.88
.000*
Pemis2K : 3.66 (): 3.81
.000*
Pemis2K : 3.62 (): 3.77
.000*
Pemis2K : 3.71 (): 3.86
.000*
: 3.58 (): 3.72
.000*
: 3.57 (): 3.70
.000*
: 3.58 (): 3.72
.000*
: 3.58 (): 3.72
.000*
: 3.67 (): 3.81
.000*
* 0.05
-
P. 3-35
()
1.
3-16
10~14
6~9 1~5
3-16
4 -1 -2 4 -1 -3 4 -1 -4 4 -1 -5 4 -1 -6 4 -1 -7 1~5
421 (62.7%)
451 (67.2%)
246 (36.7%)
271 (41.3%)
280 (40.4%)
342 (51.0%)
671
6~9
1,570 (63.8%)
1,703 (69.3%)
1,097 (44.6%)
1,174 (47.7%)
1,122 (45.6%)
1,178 (47.9%)
2,459
10~14
37 (74.0%)
38 (76.0%)
27 (54.0%)
28 (56.0%)
22 (44.0%)
19 (38.0%)
50
47 (63.5%)
51 (68.9%)
29 (39.2%)
33 (44.6%)
35 (47.3%)
30 (40.5%)
74
4-1-2 4-1-3 4-1-4 4-1-5 4-1-6 4-1-7
2.
3-17
10~14
6~9 1~5
-
P. 3-36
3-17
4 -2 -2 4 -2 -3 4 -2 -4 4 -2 -5 4 -2 -6 4 -2 -7 1~5
882 (75.8%)
612 (52.6%)
629 (54.0%)
845 (72.6%)
447 (38.4%)
362 (31.1%)
1,164
6~9
2,688 (74.7%)
2,039 (56.7%)
2,018 (56.1%)
2,714 (75.5%)
1,355 (37.7%)
1,120 (31.1%)
3,597
10~14
51 (86.4%)
43 (72.9%)
36 (61.0%)
41 (69.5%)
26 (44.1%)
22 (37.3%)
59
108 (78.3%)
70 (50.7%)
77 (55.8%)
90 (65.2%)
56 (40.6%)
39 (28.3%)
138
4-2-2 4-2-3 4-2-4 4-2-5 4-2-6 4-2-7
3.
3-18
10~14
6~9 1~5
3-18
4 -3 -2 4 -3 -3 4 -3 -4 4 -3 -5 4 -3 -6 1~5
436 (61.1%)
362 (50.7%)
387 (54.2%)
369 (51.7%)
361 (50.6%)
714
6~9
1,685 (63.7%)
1,450 (54.8%)
1,588 (60.0%)
1,403 (53.0%)
1,227 (46.4%)
2,645
10~14
34 (68.0%)
34 (68.0%)
36 (72.0%)
27 (54.0%)
20 (40.0%)
50
39 (56.5%)
39 (56.5%)
30 (43.5%)
37 (53.6%)
37 (53.6%)
69
4-3-2 4-3-3 4-3-4 4-3-5 4-3-6
-
P. 3-37
4.
3-19
10~14
6~9
1~5 6~9
1~5 10~14
3-19
4 -4 -2 4 -4 -3 4 -4 -4 4 -4 -5 4 -4 -6 1~5
558 (70.8%)
381 (48.4%)
390 (49.5%)
362 (45.9%)
381 (48.4%)
788
6~9
1,949 (71.9%)
1,364 (50.3%)
1,434 (52.9%)
1,292 (47.7%)
1,256 (46.3%)
2,711
10~14
34 (72.3%)
36 (76.6%)
37 (78.7%)
22 (46.8%)
21 (44.7%)
47
66 (70.2%)
46 (48.9%)
41 (43.6%)
46 (48.9%)
45 (47.9%)
94
4-4-2 4-4-3 4-4-4 4-4-5 4-4-6
5.
3-20
10~14
6~9 1~5
-
P. 3-38
3-20
4 -5 -2 4 -5 -3 4 -5 -4 4 -5 -5 4 -5 -6 4 -5 -7 1~5
644 (77.7%)
541 (65.3%)
344 (41.5%)
300 (36.2%)
334 (40.3%)
332 (40.0%)
829
6~9
2,096 (77.3%)
1,790 (66.0%)
1,162 (42.8%)
1,157 (42.7%)
1,155 (42.6%)
1,084 (40.0%)
2712
10~14
42 (79.2%)
38 (71.7%)
28 (52.8%)
25 (47.2%)
26 (49.1%)
22 (41.5%)
53
61 (67.0%)
52 (57.1%)
32 (35.2%)
26 (28.6%)
38 (41.8%)
42 (46.2%)
91
4-5-2 4-5-3 4-5-4 4-5-5 4-5-6 4-5-7
6.
3-21
10~14
6~9
1~5
3-21
4-6 -2 4 -6 -3 4 -6 -4 4 -6 -5 1~5
758 (80.5%)
614 (65.2%)
377 (40.0%)
423 (44.9%)
942
6~9
2,364 (79.6%)
2,067 (69.6%)
1,355 (45.6%)
1,316 (44.3%)
2,969
10~14
44 (80.0%)
49 (89.1%)
30 (54.5%)
26 (47.3%)
55
80 (70.8%)
72 (63.7%)
48 (42.5%)
55 (48.7%)
113
4-6-2 4-6-3 4-6-4 4-6-5
-
P. 3-39
7.
3-22
10~14
6~9 1~5
3-22
4-7-2 4-7-3 4-7-4 4-7-5 4-7-6 4-7-7 4-7-8 1 ~ 5
803 (84.3%)
600 (63.0%)
520 (54.6%)
537 (56.4%)
662 (69.5%)
666 (70.0%)
395 (41.5%)
952
6 ~ 9
2,692 (67.0%)
2,153 (67.0%)
1,836 (57.1%)
1,858 (57.8%)
2,293 (71.3%)
2,248 (69.9%)
1,231 (38.3%)
3,214
1 0 ~ 1 4
49 (92.5%)
39 (73.6%)
38 (71.7%)
38 (71.7%)
41 (77.4%)
38 (71.7%)
25 (47.2%)
53
89 (84.8%)
70 (66.7%)
66 (62.9%)
57 (54.3%)
73 (69.5%)
73 (69.5%)
39 (37.1%)
105
4-7-2 4-7-3 4-7-4 4-7-5 4-7-6 4-7-7 4-7-8
8.
3-23
10~14
6~9
1~5
-
P. 3-40
3-23
4-8-1 4-8-2 4-8-3 4-8-4 4-8-5 4-8-6 4-8-7 4-8-8 4-8-9
1 ~ 5
382
(33.9%)
621
(55.1%)
741
(65.7%)
498
(44.2%)
350
(31.1%)
338
(30.0%)
261
(23.2%)
460
(40.8%)
412
(36.6%)
1,127
6 ~ 9
1,224
(36.3%)
2,049
(60.8%)
2,016
(59.8%)
1,793
(53.2%)
1,252
(37.1%)
1,189
(35.3%)
912
(27.0%)
1,316
(39.0%)
1,330
(39.4%)
3,372
1 0 ~ 1 4
29
(48.3%)
44
(73.3%)
37
(61.7%)
40
(66.7%)
28
(46.7%)
22
(36.7%)
23
(38.3%)
25
(41.7%)
28
(46.7%)
60
31
(24.8%)
68
(54.4%)
41
(32.8%)
51
(40.8%)
39
(31.2%)
41
(32.8%)
27
(21.6%)
52
(41.6%)
48
(38.4%)
125
4-8-1 4-8-2 4-8-3 4-8-4 4-8-5 4-8-6 4-8-7 4-8-8 4-8-9
()
1.
3-24
3-24
4 -1 -2 4 -1 -3 4 - 1 - 4 4 - 1 - 5 4 - 1 - 6 4 -1 -7 1,537
(65.5%) 1,648
(70.2%)1,123
(47.8%)1,210
(51.6%)1,128
(48.1%) 1,130
(48.1%) 2,347
538 (59.3%)
595 (65.6%)
276 (30.4%)
296 (32.6%)
331 (36.5%)
439 (48.4%)
907
4-1-2 4-1-3 4-1-4 4-1-5
-
P. 3-41
4-1-6 4-1-7
2.
3-25
3-25
4 -2 -2 4 -2 -3 4 -2 -4 4 -2 -5 4 -2 -6 4 -2 -7 2,580
(75.8%) 2,103
(61.8%)2,024
(59.5%)2,655
(78.0%) 1,285
(37.7%) 1,124
(33.0%) 3,404
1,149 (73.9%)
661 (42.5%)
736 (47.4%)
1,035 (66.6%)
599 (38.5%)
419 (27.0%)
1,554
4-2-2 4-2-3 4-2-4 4-2-5 4-2-6 4-2-7
3.
3-26
-
P. 3-42
3-26
4 -3 -2 4 -3 -3 4 -3 -4 4 -3 -5 4 -3 -6 1,689
(67.6%) 1,430
(57.2%) 1,575
(63.0%) 1,319
(52.8%)1,140
(45.6%) 2,499
505 (51.6%)
455 (46.5%)
466 (47.6%)
517 (52.8%)
505 (51.6%)
979
4-3-2 4-3-3 4-3-4 4-3-5 4-3-6
4.
3-27
3-27
4 -4 -2 4 -4 -3 4 -4 -4 4 -4 -5 4 -4 -6 1,914
(76.3%) 1,325
(52.8%) 1,441
(57.4%) 1,226
(48.9%) 1,154
(46.0%) 2,509
693 (61.3%)
502 (44.4%)
461 (40.8%)
496 (43.9%)
549 (48.5%)
1,131
4-4-2 4-4-3 4-4-4 4-4-5 4-4-6
5.
3-28
-
P. 3-43
3-28
4 -5 -2 4 -5 -3 4 -5 -4 4 -5 -5 4 -5 -6 4 -5 -7 2,065
(80.1%) 1,760
(68.3%)1,151
(44.6%)1,157
(44.9%)1,127
(43.7%)1,042
(40.4%) 2,578
778 (70.3%)
661 (59.7%)
415 (37.5%)
351 (31.7%)
426 (38.5%)
438 (39.6%)
1,107
4-5-2 4-5-3 4-5-4 4-5-5 4-5-64-5-7
6.
3-29
3-29
4 -6 -2 4 -6 -3 4 -6 -4 4 -6 -5 2,155
(79.8%) 1,953
(72.3%) 1,286
(47.6%) 1,220
(45.2%) 2,702
1,091 (79.2%)
849 (61.7%)
524 (38.1%)
600 (43.6%)
1,377
4-6-2 4-6-3 4-6-4 4-6-5
7.
3-30
-
P. 3-44
3-30
4 - 7 - 2 4 -7 -3 4 - 7 - 4 4 - 7 - 5 4 - 7 - 6 4 -7 -7 4 -7 -8 2,462
(84.1%)1,944
(66.4%) 1,697
(57.9%)1,796
(61.3%)2,186
(74.6%)2,112
(72.1%) 1,159
(39.6%) 2,929
1,171 (83.9%)
918 (65.8%)
763 (54.7%)
694 (49.7%)
883 (63.3%)
913 (65.4%)
531 (38.1%)
1,395
4-7-2 4-7-3 4-7-4 4-7-5 4-7-6 4-7-7 4-7-8
8.
3-31
3-31
4-8-1 4-8-2 4-8-3 4-8-4 4-8-5 4-8-6 4-8-7 4-8-8 4-8-9
1,341
(40.1%)
1,978
(59.2%)
2,121
(63.5%)
1,843
(55.2%)
1,194
(35.7%)
1,138
(34.1%)
989
(29.6%)
1,332
(39.9%)
1,367
(40.9%)
3,341
325
(24.2%)
804
(59.9%)
714
(53.2%)
539
(40.1%)
475
(35.4%)
452
(33.7%)
234
(17.4%)
521
(38.8%)
451
(33.6%)
1,343
4-8-1 4-8-2 4-8-3 4-8-4 4-8-5 4-8-6 4-8-7 4-8-8 4-8-9
()
-
P. 3-45
1.
3-32
()
3-32
4 -1 -2 4 -1 -3 4 -1 -4 4 -1 -5 4 -1 -6 4 -1 -7
637 (66.6%)
658 (68.8%)
448 (46.8%)
501 (52.4%)
421 (44.0%)
432 (45.1%)
957
( )
1,438 (62.6%)
1,585 (69.0%)
951 (41.4%)
1,005 (43.8%)
1,038 (45.2%)
1,137 (49.5%)
2,297
4-1-2 4-1-3 4-1-4 4-1-5 4-1-6 4-1-7
2.
3-33
()
3-33
4 -2 -2 4 - 2 - 3 4 -2 -4 4 - 2 - 5 4 -2 -6 4 -2 -7
1,099 (75.8%)
854 (58.9%)
858 (59.2%)
1,080 (74.5%)
527 (36.3%)
471 (32.5%)
1,450
( )
2,630 (75.0%)
1,910 (54.4%)
1,902 (54.2%)
2,610 (74.4%)
1,357 (38.7%)
1,072 (30.6%)
3,508
4-2-2 4-2-3 4-2-4 4-2-5 4-2-64-2-7
-
P. 3-46
3.
3-34
()
3-34
4 - 3 - 2 4 - 3 - 3 4 - 3 - 4 4 - 3 - 5 4 - 3 - 6
684 (68.9%)
551 (55.5%)
619 (62.3%)
507 (51.1%)
448 (45.1%)
993
( )
1,510 (60.8%)
1,334 (53.7%)
1,422 (57.2%)
1,329 (53.5%)
1,197 (48.2%)
2,485
4-3-2 4-3-3 4-3-4 4-3-5 4-3-6
4.
3-35
()
3-35
4 - 4 - 2 4 - 4 - 3 4 - 4 - 4 4 - 4 - 5 4 - 4 - 6
743 (74.5%)
527 (52.9%)
560 (56.2%)
475 (47.6%)
453 (45.4%)
997
( )
1,864 (70.5%)
1,300 (49.2%)
1,342 (50.8%)
1,247 (47.2%)
1,250 (47.3%)
2,643
4-4-2 4-4-3 4-4-4 4-4-5 4-4-6
-
P. 3-47
5.
3-36
()
3-36
4-5 -2 4 -5 -3 4 -5 -4 4 -5 -5 4 -5 -6 4 -5 -7
827 (79.2%)
715 (68.5%)
460 (44.1%)
468 (44.8%)
453 (43.4%)
421 (40.3%)
1,044
( )
2,016 (76.3%)
1,706 (64.6%)
1,106 (41.9%)
1,040 (39.4%)
1,100 (41.7%)
1,059 (40.1%)
2,641
4-5-2 4-5-3 4-5-4 4-5-5 4-5-6 4-5-7
6.
3-37
()
3-37
4 -6 -2 4 -6 -3 4 -6 -4 4 -6 -5
870 (80.6%)
761 (70.5%)
486 (45.0%)
495 (45.8%)
1,080
( )
2,376 (79.2%)
2,041 (68.1%)
1,324 (44.1%)
1,325 (44.2%)
2,999
4-6-2 4-6-3 4-6-4 4-6-5
-
P. 3-48
7.
3-38
()
3-38
4 -7 -2 4 - 7 - 3 4 - 7 - 4 4 - 7 - 5 4 - 7 - 6 4 -7 -7 4 -7 -8
980 (84.5%)
773 (66.6%)
677 (58.4%)
691 (59.6%)
841 (72.5%)
793 (68.4%)
437 (37.7%)
1,160
( )
2,653 (83.8%)
2,089 (66.0%)
1,783 (56.4%)
1,799 (56.9%)
2,228 (70.4%)
2,232 (70.5%)
1,253 (39.6%)
3,164
4-7-2 4-7-3 4-7-4 4-7-5 4-7-6 4-7-7 4-7-8
8.
3-39
()
3-39 4-8-1 4-8-2 4-8-3 4-8-4 4-8-5 4-8-6 4-8-7 4-8-8 4-8-9
536 (37.2%)
810 (56.2%)
878 (60.9%)
779 (54.1%)
483 (33.5%)
454 (31.5%)
407 (28.2%)
545 (37.8%)
506 (35.1%)
1,441
( )
1,130 (34.8%)
1,972 (60.8%)
1,957 (60.3%)
1,603(49.4%)
1,186 (36.6%)
1,136(35.0%)
816 (25.2%)
1,308 (40.3%)
1,312 (40.5%)
3,243
4-8-1 4-8-2 4-8-3 4-8-4 4-8-5 4-8-6 4-8-74-8-8 4-8-9
-
P. 41
1.
(1) - - - - - -
(2) - - - - - -
(3) - - - - - - - -
-
P. 42
(4) - - - -
(5) - - 5~15 - 5~15 - 5~15 - 5~15 - 5~15 - 5~15
4-1
2.
Pemis2K
1 13
2 14
3 15
4 16
5 17
6 18
7 19
8 20
9 21
10 22
11 23
12
-
P. 43
23 (Data Table) 4-1
4-2
4-2
1 CPABT01M 2 CPABT02M 3 CPABT05M 4 CPABT19M 5 EDL 6 EDT 7 EPK 8 EPT 9 LEV 10 ORG 11 PKD 12 RNK
(1)~(6)(1)~(3)(P )(4)~(5)
(1)
(2)
(3)
(4)
(5)
(6)
-
P. 44
(P )
(CPABT02M)(ORG)(RNK)4-1--(B02SORCOD)(B02CRKCOD)(ORG_NAME)(DESCR) 475,782
4-1
4-3 (CPABT02M)
1. B02IDNO 2. B02SORCOD 3. B02TITCOD 4. B02SYSCOD 5. B02RCOD1B 6. B02RCOD1E 7. B02RCOD2B 8. B02RCOD2E 9. B02CRKCOD 10. B02ARVDAT
-
P. 45
(CPABT02M) 4-3(ORG)(RNK) 475,782
4-4(P )
4-4
(B02IDNO)
(B02SORCOD)
(B02CRKCOD)
(P ) P() 475,782 159,389
(P )
159,389 ( 4-2)P
4-6 P )
-
P. 46
[]
[]
1 2 3 4 5 6 7 8 9 10 11 12 13 14
( X )
40.2%55.4% 4.4% 17.1%15.9%5.8% 4-5 4-6 4-6
4-5 (P )( X )
( X )
( ) +
( X + ) -
( X - )
40.2% 17.1% 57.35% 23.1%
55.4% 15.9% 71.4% 39.5%
4.4% 5.8% 10.2% 0.0%
% 4-2 P
-
P. 47
4-6 (P )
1 2
18,893 38.1% 28,398 57.3% 2,257 4.6% 49,548
12,971 54.3% 8,750 36.7% 2,146 9.0% 23,867
3,813 23.3% 10,985 67.3% 1,534 9.4% 16,332 () 4,115 29.9% 9,275 67.4% 367 2.7% 13,757
2,501 27.6% 6,224 68.8% 327 3.6% 9,052
2,875 51.4% 2,535 45.3% 186 3.3% 5,596
1,534 28.9% 3,766 71.1% 0 0.0% 5,300 () 2,414 45.6% 2,653 50.2% 222 4.2% 5,289
1,638 33.5% 2,818 57.6% 438 8.9% 4,894
1,412 29.0% 3,102 63.8% 351 7.2% 4,865
1,270 26.3% 3,549 73.6% 1 0.02% 4,820
1,208 25.2% 3,429 71.4% 163 3.4% 4,800
1,525 48.6% 1,614 51.4% 1 0.03% 3,140
1,076 44.0% 1,303 53.3% 64 2.6% 2,443
1,267 55.0% 1,036 45.0% 0 0.0% 2,303
232 14.4% 929 57.8% 447 27.8% 1,608
244 38.7% 371 58.9% 15 2.4% 630
149 36.8% 256 63.2% 0 0.0% 405 71 21.5% 257 77.9% 2 0.6% 330
79 44.1% 90 50.3% 10 5.6% 179
-
P. 48
55 60.4% 35 38.5% 1 1.1% 91
34 42.0% 47 58.0% 0 0.0% 81
27 49.1% 24 43.6% 4 7.3% 55
4 100.0% 0 0.0% 0 0.0% 4
59,407 37.3% 91,446 57.4% 8,536 5.4% 159,389
100%
0
(57.4%)(37.3%) 5.4%
-
P. 49
4-3
4-4
-
P. 410
4-5
(P )
(CPABT02M)(EPK)(RNK) 4-6(B02SORCOD)(DESCR)
186,751
-
P. 411
4-6
(CPABT02M)(EPK)(RNK)
4-7 186,751 (P )
4-7
(B02IDNO)
(B02SYSCOD)
(B02CRKCOD)
186,751 159,355 (P ) 288 108
( 4-7)(P )
-
P. 412
4-9
[]
[]
1 2 3 4 5 6 7 8 9 10 11 12 13 14
%
4-7
( X )
4-9 4-11 25.8%63.1% 11.2% 20.8%16.9% 12.8%( 4-8) 27.5%67.5%4.9% 17.2%17.0% 5.3%( 4-10) 4-5
4-8
+ -
25.8% 20.8% 46.6% 4.9%
63.1% 16.9% 80.0% 46.2%
11.2% 12.8% 24.0% 0.0%
-
P. 413
4-9 4-11
4-9 1 2
1,3917 43.1% 16,599 51.5% 1,743 5.4% 32,259
3,614 30.1% 8,170 68.1% 205 1.7% 11,989
7,371 73.1% 2,539 25.2% 177 1.8% 10,087 4,959 53.9% 4,162 45.2% 86 0.9% 9,207 1,651 20.6% 6,015 74.9% 365 4.5% 8,031 3,151 44.1% 3,966 55.5% 35 0.5% 7,152 1,622 23.3% 5,106 73.2% 248 3.6% 6,976 4,636 78.4% 1,220 20.6% 57 1.0% 5,913 1,475 33.2% 2,906 65.4% 64 1.4% 4,445 2,106 48.3% 2,125 48.7% 131 3.0% 4,362 535 17.3% 2,100 67.8% 463 14.9% 3,098 0 0.0% 1,412 47.1% 1,586 52.9% 2,998 90 3.7% 2,135 88.2% 197 8.1% 2,422 638 27.0% 1,568 66.3% 158 6.7% 2,364 287 13.8% 1,661 80.0% 128 6.2% 2,076 328 21.7% 1,149 75.9% 37 2.4% 1,514 283 19.0% 1,143 76.7% 65 4.4% 1,491 100 8.2% 885 72.4% 238 19.5% 1,223 140 12.3% 884 77.5% 116 10.2% 1,140 441 40.7% 630 58.2% 12 1.1% 1,083 224 20.9% 776 72.3% 73 6.8% 1,073 36 3.4% 634 60.7% 375 35.9% 1,045 270 26.0% 651 62.7% 118 11.4% 1,039 431 49.9% 431 49.9% 2 0.2% 864 102 11.8% 650 75.2% 112 13.0% 864 208 24.5% 572 67.4% 69 8.1% 849 18 2.9% 472 75.8% 133 21.3% 623
-
P. 414
107 20.6% 363 69.9% 49 9.4% 519 67 13.0% 360 69.6% 90 17.4% 517 99 19.6% 366 72.6% 39 7.7% 504 50 18.3% 190 69.6% 33 12.1% 273 59 29.9% 120 60.9% 18 9.1% 197 54 30.5% 118 66.7% 5 2.8% 177 15 8.6% 125 71.4% 35 20.0% 175 21 13.5% 125 80.1% 10 6.4% 156 57 38.0% 87 58.0% 6 4.0% 150 48 36.9% 76 58.5% 6 4.6% 130 22 23.9% 65 70.7% 5 5.4% 92 25 40.3% 33 53.2% 4 6.5% 62 0 0.0% 55 94.8% 3 5.2% 58 9 17.6% 37 72.5% 5 9.8% 51 16 31.4% 28 54.9% 7 13.7% 51 4 8.2% 29 59.2% 16 32.7% 49 7 15.6% 37 82.2% 1 2.2% 45 11 37.9% 14 48.3% 4 13.8% 29 2 7.1% 21 75.0% 5 17.9% 28 0 0.0% 5 50.0% 5 50.0% 10 0 0.0% 2 50.0% 2 50.0% 4 1 100.0% 0 0.0% 0 0.0% 1 49,271 38.4% 72,183 56.2% 6,966 5.4% 12,8420
4-9
4-10
+ - 27.5% 17.2% 44.7% 10.3% 67.5% 17.0% 84.5% 50.5% 4.9% 5.3% 10.2% 0.0%
-
P. 415
4-11
1 2
2,273 35.5% 3,896 60.9% 232 3.6% 6,401 839 31.3% 1,735 64.8% 105 3.9% 2,679 610 28.4% 1,451 67.5% 89 4.1% 2,150 966 56.6% 722 42.3% 20 1.2% 1,708 701 43.2% 913 56.3% 8 0.5% 1,622 357 23.9% 996 66.8% 138 9.3% 1,491 658 49.0% 665 49.6% 19 1.4% 1,342 540 54.5% 443 44.7% 7 0.7% 990 216 23.5% 674 73.2% 31 3.4% 921 151 16.9% 729 81.4% 16 1.8% 896 314 38.6% 473 58.2% 26 3.2% 813 151 25.1% 411 68.4% 39 6.5% 601 194 34.3% 368 65.0% 4 0.7% 566 228 45.0% 244 48.1% 35 6.9% 507 132 29.5% 293 65.5% 22 4.9% 447 102 23.4% 303 69.7% 30 6.9% 435 83 19.4% 345 80.6% 0 0.0% 428 138 33.3% 250 60.2% 27 6.5% 415 69 18.5% 298 80.1% 5 1.3% 372 83 23.4% 257 72.6% 14 4.0% 354 67 19.1% 254 72.4% 30 8.5% 351 221 63.7% 123 35.4% 3 0.9% 347 83 24.5% 240 70.8% 16 4.7% 339 84 27.2% 213 68.9% 12 3.9% 309 76 24.8% 146 47.7% 84 27.5% 306 72 25.4% 198 70.0% 13 4.6% 283 18 7.8% 190 82.3% 23 10.0% 231 21 9.4% 174 77.7% 29 12.9% 224 86 41.3% 103 49.5% 19 9.1% 208 16 8.3% 171 89.1% 5 2.6% 192 14 7.4% 171 90.0% 5 2.6% 190 57 30.8% 120 64.9% 8 4.3% 185 43 27.6% 110 70.5% 3 1.9% 156
-
P. 416
90 58.8% 62 40.5% 1 0.7% 153 38 33.9% 70 62.5% 4 3.6% 112 91 90.1% 7 6.9% 3 3.0% 101 10 10.1% 80 80.8% 9 9.1% 99 20 23.0% 56 64.4% 11 12.6% 87 24 27.9% 50 58.1% 12 14.0% 86 6 8.0% 58 77.3% 11 14.7% 75 2 2.9% 68 97.1% 0 0.0% 70 14 21.9% 50 78.1% 0 0.0% 64 7 11.7% 49 81.7% 4 6.7% 60 10 18.2% 45 81.8% 0 0.0% 55 3 5.8% 46 88.5% 3 5.8% 52 9 17.6% 41 80.4% 1 2.0% 51 26 53.1% 22 44.9% 1 2.0% 49 6 13.3% 35 77.8% 4 8.9% 45 7 15.9% 33 75.0% 4 9.1% 44 11 26.2% 31 73.8% 0 0.0% 42 14 42.4% 19 57.6% 0 0.0% 33 0 0.0% 31 96.9% 1 3.1% 32 1 3.3% 28 93.3% 1 3.3% 30 10 34.5% 13 44.8% 6 20.7% 29 8 33.3% 15 62.5% 1 4.2% 24 9 39.1% 13 56.5% 1 4.3% 23 3 37.5% 5 62.5% 0 0.0% 8 1 25.0% 3 75.0% 0 0.0% 4 0 0.0% 3 100.0% 0 0.0% 3 10,119 32.7% 19,246 62.2% 1,570 5.1% 30,935
-
P. 417
10 5 5
4-9
4-11 30%
4-9 4-11 4-8
-
P. 418
4-8
(P )
(CPABT02M)(ORG)(RNK)4-9 187,366
4-9
(CPABT02M)(ORG)(RNK)
4-12(P ) 69,573
-
P. 419
4-12
(B02IDNO)
(B02SORCOD)
(B02SYSCOD)
(Null) 69,573 288 109 4-13
4-13
4-154-174-204-22 4-114-124-144-15
4-13 4-15
4-174-214-23 4-114-124-134-14
[] \
[]
/
4-10
-
P. 420
( X ) 4-144-164-184-204-22
4-13 (P ) 1
\
(*) 1,057 238 152 522 4,729 236 2,516 744 10,194 8 0 0 6,414 4 0 73 0 6,499 0 0 0 0 0 5,971 0 0 5,971 624 0 5 10 250 6 3,992 1,072 5,959 38 0 7 15 310 9 4,110 129 4,618 0 0 8 0 0 3,712 0 0 3,720(*) 279 19 13 175 828 233 590 305 2,442 142 0 32 21 356 4 1,796 78 2,429 0 0 0 57 0 2,363 1 0 2,421(*) 262 33 11 194 746 279 276 305 2,106 442 0 16 8 288 0 718 342 1,814 1,814 0 0 0 0 0 0 0 1,814 0 0 5 148 1 0 1,643 2 1,799(*) 114 8 11 389 269 98 410 95 1,394 0 0 0 0 0 1,255 0 0 1,255 103 2 4 2 31 0 930 81 1,153 55 0 2 103 222 36 594 119 1,131 0 1,066 0 0 0 0 0 0 1,066 0 0 3 0 949 0 0 0 952 0 0 1 0 9 0 922 0 932 57 2 0 95 15 223 280 147 819 0 0 17 145 105 0 447 4 718 2 0 4 0 622 2 2 0 632 128 0 3 264 0 0 137 50 582 477 0 0 0 43 9 4 0 533 0 0 0 0 0 0 0 429 429 36 0 1 27 18 176 60 59 377 2 0 0 0 0 0 0 370 372
-
P. 421
\
21 0 0 0 5 3 3 321 353 22 0 0 14 87 0 186 8 317 3 0 0 0 0 0 0 285 288 190 0 0 68 9 0 3 10 280 0 0 0 1 68 157 29 1 256 1 0 1 1 224 0 2 1 230 0 0 0 0 0 0 225 0 225 35 3 8 25 14 29 73 23 210 0 0 4 39 11 0 144 2 200 167 0 0 0 2 0 2 6 177 4 0 0 5 157 3 2 5 176 1 0 0 0 0 0 157 2 160 4 0 0 149 0 0 1 0 154 0 0 0 0 137 4 0 0 141 0 0 0 0 0 0 130 0 130 36 0 0 3 46 0 0 34 119 0 0 0 0 1 0 102 0 103 0 0 0 0 83 0 1 0 84 69 0 0 0 7 0 0 0 76 39 0 0 0 16 0 3 17 75 7 0 0 0 4 0 60 2 73 7 0 0 0 33 30 0 0 70 0 0 1 0 8 0 57 2 68 60 0 0 0 0 0 3 4 67 9 0 0 0 54 0 0 0 63 57 0 0 0 0 0 0 6 63 0 0 0 0 0 0 58 0 58 0 0 3 0 3 0 6 45 57 0 0 0 0 2 0 55 0 57 2 0 0 0 51 2 0 0 55 3 0 4 0 32 2 13 0 54 0 0 0 0 0 52 0 0 52 0 0 0 0 1 0 50 0 51 0 0 0 0 49 0 1 0 50 21 0 3 0 21 0 0 0 45 42 0 0 0 0 0 0 0 42
-
P. 422
\
0 0 0 0 38 0 4 0 42 2 0 0 0 23 0 13 4 42 35 0 0 0 0 4 0 0 39 10 0 0 1 3 0 20 4 38 0 0 0 0 9 0 26 0 35 0 0 0 0 34 0 0 0 34 19 0 0 0 6 0 1 7 33 0 0 0 0 0 0 2 30 32 2 0 0 0 25 0 0 0 27 16 0 0 0 2 0 9 0 27 0 0 0 11 3 0 10 3 27 2 0 0 0 23 0 1 0 26 1 0 8 1 16 0 0 0 26 23 0 0 0 0 0 0 0 23 0 0 2 0 12 0 9 0 23 1 0 0 0 22 0 0 0 23 0 0 0 0 22 0 0 0 22 20 0 0 0 0 0 1 0 21 4 0 0 0 15 0 0 1 20 0 0 0 0 0 0 17 0 17 0 0 0 0 16 0 0 0 16 0 0 0 0 12 0 3 0 15 7 0 0 0 0 0 1 7 15 0 0 0 0 8 0 5 0 13 0 0 0 5 0 1 3 2 11 0 0 0 0 5 0 6 0 11 0 0 0 0 3 0 8 0 11 1 0 0 0 2 4 1 3 11 0 0 0 0 0 0 10 0 10 0 0 0 0 7 0 2 0 9 0 0 1 0 0 0 7 0 8 0 0 0 0 0 0 0 8 8 5 0 0 0 3 0 0 0 8 0 0 0 0 3 0 4 0 7 0 0 1 0 0 0 5 0 6 0 0 0 0 6 0 0 0 6
-
P. 423
\
0 0 0 0 4 0 0 1 5 0 0 0 0 0 0 2 2 4 0 0 0 0 1 1 0 0 2 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 2 2 0 0 0 0 0 0 1 1 2 0 0 0 0 2 0 0 0 2 1 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 1 6,589 1,371 331 8,913 11,247 14,904 21,038 5,180 69,573
4-14 + - 31.7% 11.8% 43.5% 19.8% 63.5% 14.6% 78.0% 48.9% 4.9% 5.7% 10.6% 0.0%
4-15
1 2 / 25 21.9% 86 75.4% 3 2.6% 114 3 37.5% 5 62.5% 0 0.0% 8 5 45.5% 4 36.4% 2 18.2% 11 143 37.9% 218 57.8% 16 4.2% 377 106 41.7% 148 58.3% 0 0.0% 254 26 26.5% 67 68.4% 5 5.1% 98 9 9.5% 82 86.3% 4 4.2% 95 22 32.8% 42 62.7% 3 4.5% 67
(P )
(P )
839 31.3% 1,735 64.8% 105 3.9% 2,679
-
P. 424
4-11
4-16 + - 23.2% 4.9% 28.0% 18.3% 70.7% 6.4% 77.1% 64.3% 6.2% 5.3% 11.5% 0.9%
4-17
1 2 / 59 22.5% 197 75.2% 6 2.3% 262 10 30.3% 20 60.6% 3 9.1% 33 2 18.2% 7 63.6% 2 18.2% 11 41 21.8% 140 74.5% 7 3.7% 188 151 20.4% 552 74.5% 38 5.1% 741 70 25.2% 201 72.3% 7 2.5% 278 39 17.3% 177 78.7% 9 4.0% 225 60 29.6% 134 66.0% 9 4.4% 203
(P )
(P)
1,622 23.3% 5,106 73.2% 248 3.6% 6,976
-
P. 425
4-12
4-18 + - 19.7% 10.0% 29.7% 9.7% 71.1% 12.6% 83.7% 58.5% 9.2% 12.1% 21.3% 0.0%
4-19
1 2 / 20 7.2% 250 90.3% 7 2.5% 277 7 36.8% 10 52.6% 2 10.5% 19 1 7.7% 7 53.8% 5 38.5% 13 43 26.2% 117 71.3% 4 2.4% 164 137 16.6% 638 77.5% 48 5.8% 823 59 25.5% 163 70.6% 9 3.9% 231 30 16.0% 147 78.6% 10 5.3% 187 46 21.4% 159 74.0% 10 4.7% 215
(P )
(P )
1,651 20.6% 6,015 74.9% 365 4.5% 8,031
-
P. 426
4-13
4-20 + - 47.9% 14.5% 62.4% 33.4% 41.8% 11.2% 53.0% 30.7% 10.3% 10.8% 21.1% 0.0%
4-21
1 2 / 630 60.6% 341 32.8% 68 6.5% 1,039 144 62.3% 69 29.9% 18 7.8% 231 41 27.0% 57 37.5% 54 35.5% 152 188 46.9% 198 49.4% 15 3.7% 401 1,786 40.3% 2,530 57.1% 114 2.6% 4,430 152 68.5% 63 28.4% 7 3.2% 222 279 36.6% 409 53.7% 74 9.7% 762 205 40.8% 230 45.8% 67 13.3% 502
(P )
(P )
1,3917 43.1% 16,599 51.5% 1,743 5.4% 32,259
-
P. 427
4-14
4-15~ 4-21
0
? ( 4-15)
90.5%?
( 4-15)
?
( 4-17)
90.3%?
-
P. 428
( 4-21)
( 4-19)
90%
( 4-21)
( 4-21)
4-13 4-154-174-19 4-21 P () P
()
(CPABT01M) (B01SEX)(B01DOMCOD)(B01DOMICE) 623,127
(1) //
(2)
* 4-9
-
P. 429
4-15
621,454 1,673
(1)
(2)
(3) 300
4-14 4-17
4-18 4-19
621,219 1,908 4-26 4-27 4-204-21
-
P. 430
()
99 7 (http://www.ris.gov.tw/ch4/static/m0s109907.xls) 4-21 4-17
4-22
12,062 166,402 38,549 20,269 15,046 61,992 32,759 17,845 21,935 24,175 54,232
1.94% 26.78% 6.20% 3.26% 2.42% 9.98% 5.27% 2.87% 3.53% 3.89% 8.73%
78,005 29,499 14,646 14,071 9,548 3,981 5,362 998 78 621,454
12.55% 4.75% 2.36% 2.26% 1.54% 0.64% 0.86% 0.16% 0.01% 100%
-
P. 431
4-16
()
4-25 4-18 4-19
4-23
237,282 149,577 185,911 38,265 10,341 78 621,454 38.18% 24.07% 29.92% 6.16% 1.66% 0.01% 100.00%
-
P. 432
4-17 4-18
99 7 (http://www.ris.gov.tw/ch4/static/m0s109907.xls) 41.35 38.49 34.11 26.96 19.51 4-25
()
4-24
6,802 76,208 17,397 8,559 8,415 29,203 17,643 10,133 12,695 13,788
1.095% 12.268% 2.800% 1.378% 1.355% 4.701% 2.840% 1.631% 2.044% 2.220%
5,258 90,086 21,148 11,695 6,630 32,780 15,113 7,712 9,239 10,382
0.846% 14.502% 3.404% 1.883% 1.067% 5.277% 2.433% 1.241% 1.487% 1.671%
12,060 166,294 38,545 20,254 15,045 61,983 32,756 17,845 21,934 24,170
1.941% 26.769% 6.205% 3.260% 2.422% 9.978% 5.273% 2.873% 3.531% 3.891%
28,787 41,321 18,456 8,436 8,486 6,028 2,397 3,600 643 34 319,031
4.634% 6.652% 2.971% 1.358% 1.366% 0.970% 0.386% 0.580% 0.104% 0.005% 51.355%
25,429 36,658 11,038 6,209 5,572 3,519 1,581 1,762 355 22 302,188
4.093% 5.901% 1.777% 0.999% 0.897% 0.566% 0.255% 0.284% 0.057% 0.004% 48.645%
54,216 77,979 29,494 14,645 14,058 9,547 3,978 5,362 998 56 621,219
8.727% 12.553% 4.748% 2.357% 2.263% 1.537% 0.640% 0.863% 0.161% 0.009% 100%
-
P. 433
4-25
6,802 76,208 17,397 8,559 8,415 29,203 17,643 10,133 12,695 13,788 28,787 41,321 18,456 8,436 8,486 6,028 2,397 3,600 643 34
5,258 90,086 21,148 11,695 6,630 32,780 15,113 7,712 9,239 10,382 25,429 36,658 11,038 6,209 5,572 3,519 1,581 1,762 355 22
4-19
4-27 4-20 1
4-27 4-20 20.51% 34.28%
4-28 4-21
30% 20%
-
P. 434
4-26
108,966 78,089 102,352 22,950 6,640 34
45.95% 52.21% 55.07% 60.00% 64.23% 60.71%
128,187 71,474 83,507 15,300 3,698 22
54.05% 47.79% 44.93% 40.00% 35.77% 39.29%
237,153 149,563 185,859 38,249 10,338 56
100% 100% 100% 100% 100% 100%
4-20
-
P. 51
Pemis2K(P2K)(1) (2)
(1) 8 15
(2)
(P )
()
1. 5-1 5-2
95% 95%
66%72% 95% 95% 70% 77% 81% 83%
-
P. 52
69% 75% 78%81% 80% 82% 46% 54%
47% 52% 20% 31% 32% 39% 28% 36%
77% 78% 67% 70% 41% 46%
7% 12% 19% 24% 57% 54% 36% 39%
Pemis2K
-
P. 53
5-1 Pemis2K
66% 95% 70% 81% 69% 78% 80% 46% 47% 18% 32% 28% 77% 67% 41% 7%
19%
57% 36%
5-2 Pemis2K
72% 95% 77% 83% 75% 81% 82% 54% 52%
-
P. 54
31% 39% 36% 78% 70% 46% 12% 24% 54% 39%
( 5-1)
5-1
( 5-2)
--
-
P. 55
5-2
2. Pemis2K(P2K)
Pemis2K(P2K) Pemis2K Pemis2K(P2K)
3.
(1)
(2)
(3)
--
-
P. 56
(4)
(5)
(6)
(7)
(8)
(1)(2)(3)
()
1.
(1) 10~14 6~9 1~5
(2)
-
P. 57
(3)
2.
(1) 6~9 1~5
(2)
(3)
3. Pemis2K(P2K)
6~9
-
P. 58
4.
(1)
(2)
(3)
(4) 10~14 6~9
(5)
(6)
-
P. 59
(7)
(8)
()
(Evidence Based)
-
P. 510
1. ((P )
2. : ((P ))
[] ((P ))
10 5 ( 50%)5 ( 50%)
[] ((P ))
-
P. 511
3. : ((P ))
( 4-15)
( 4-17)
90.3%
( 4-19)
90%
( 4-21)
-
P. 512
4.
99 7 (http://www.ris.gov.tw/ch4/static/m0s109907.xls) 1 41.35 38.49 34.11 26.96 19.51
20.51%-- 34.28%
()
1.
2.
3.
4.
5.
-
P. 513
6.
7.
8.
9. Q&A
() ( 5-3)
5-3
/
//
/
/
(Evidence Base)
N
AA BB CC
DD EE
-
P. 514
( 5-3)
A
B 1~5 5
1~5
C///
D ABC( 5-3)
()
E/ ABCD( 5-3)
/
() :
1.
2.
3. (1)
-
P. 515
(2) vs.(3) vs.(4) (5)
4. :
(1)
(2)
(3)
(4)
5.
6.
7.
MIS
()
1. (1) (2) (3) (4) (5) (6)
2.
-
P. 516
3.
4.
5. 16
6. ()
7.
8.
9.
20
10.
-
P. 517
()
1.
2. (hint)
Q&A
3.
4. [] Pemis2K
5. []
6.
7. []
Pemis2K 50
8. []
(1) word
(2)
(3)
-
P. 518
(4)
9.
10.
11. Pemis2K ECPA Pemis2K
12.
13. Pemis2K
14.
15. []
(1)
(3)
18%
(4)
16. (1)
17. [] ECPA 2
18.
19.
20.
-
P. 519
21. [ECPA ] ECPA
22. []
(1) (e-portfolio)
(2)
(3)
(4)
-
P. 61
1. (1994) 95 2. (2009)(Pemis2K)
http://www.penghu.gov.tw/files/200910261907(1).doc 3. (2001) 47 4. (2006 47 5. (2002)
223-237 6. (2002) 7. (2002) 34
5 29-31 8. (2003)2 9. (2003)2(2)
38-49 10. (2008)
47 11. (2007) 12. (2002)--
/ 13. (2005) 14. (2009) 279 15. Chen, Ming-Syan, Han, Jiawei, and Yu, P.S. (1996). Data mining An overview
from a database perspective. IEEE Transactions on Knowledge and Data Engineering, (8)6, pp. 866~883.
16. Fayyad, U., Gregory, Piatetsky-Shapiro, and Smyth, P., Nov. (1996). The KDD Process for Extracting Useful Knowledge from Volumes of Data. Communications of the ACM, 39(11), pp. 27-34.
17. Marche, Sunny and McNiven, James D. (2009). E-Government and E-Governance The Future Isn't What It Used To Be. Canadian Journal of Administrative Sciences, 20(1), pp.74 86.
18. McLagan, P.A. (1989). Models for HRD practice. Training & Development Journal, 43(9), pp. 49 ~ 59.
19. Mondy, R.W., R.M., & Premeaux, S.R. (1993). Human resource management. Singapore Aliyn an Bacon.
20. Stewart, D.W., & Shamdasani, P.N. (1990). Focus Groups Theory and Practice. Newbury Park, Calif Sage.
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22. Tan, P. N., Steinbach, M., and Kumar, V. (2006). Introduction to Data Mining. Person International Edition.
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-
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-
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9
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224
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20
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106
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13.
13
1~56~910~14
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15.7%66.7%7.1%
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13
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29
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7.1%10.7%25.4%
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27
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16.
16
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8
2 (12.5%)
2
(12.5%)
3
(18.8%)
3
(18.8%)
6
(37.5%)
16
:( )
17.
17
1~5
5.2%10.4%
23.6%18.4%42.4%6~9
4.1%8.5%
18.5%22.6%46.3%10~14
55.6%
16.012.0%28.0%
16.0%28.0%
-
-
2-15
17
P
1 ~ 5
13
(5.2%)
26
(10.4%)
59
(23.6%)
46
(18.4%)
106
(42.4%)
250
. 1 0 8
6 ~ 9
45
(4.1%)
92
(8.5%)
201
(18.5%)
246
(22.6%)
504
(46.3%)
1,088
10~14
0
(0.0%)
1
(11.1%)
2
(22.2%)
1
(11.1%)
5
(55.6%)
9
4 (16.0%)
3
(12.0%)
7
(28.0%)
4
(16.0%)
7
(28.0%)
25
:( )
18.
18
1~5
4.1%7.1%24.2%
24.3%40.3%6~9
2.8%8.1%22.9%
24.8%41.3%10~14
20.7%20.7%
51.7%5.4%8.0%
25.9%17.0%
43.8%
-
-
2-16
18
P
1 ~ 5
37
(4.1%)
65
(7.1%)
221
(24.2%)
222
(24.3%)
368
(40.3%)
913
. 4 6 9
6 ~ 9
84
(2.8%)
239
(8.1%)
676
(22.9%)
733
(24.8%)
1,221
(41.3%)
2,953
10~14
0
(0.0%)
2
(6.9%)
6
(20.7%)
6
(20.7%)
15
(51.7%)
29
6 (5.4%)
9
(8.0%)
29
(25.9%)
19
(17.0%)
49
(43.8%)
112
:( )
19. 19
1~5
4.1%6.9%24.6%
23.7%40.8%6~9
2.7%8.4%22.2%
25.2%41.5%10~14
32.0%20.0%
44.0%5.4%7.5%
14.0%28.0%
45.2%
19
P
1 ~ 5
25
(4.1%)
42
(6.9%)
151
(24.6%)
145
(23.7%)
250
(40.8%)
613
. 3 2 0
6 ~ 9
48
(2.7%)
149
(8.4%)
395
(22.2%)
448
(25.2%)
738
(41.5%)
1,778
10~14
0
(0.0%)
1
(4.0%)
8
(32.0%)
5
(20.0%)
11
(44.0%)
25
5 (5.4%)
7
(7.5%)
13
(14.0%)
26
(28.0%)
42
(45.2%)
93
:( )
-
-
2-17
()
1.
1
5.9%10.3%23.2%
21.7%38.9%
2.9%13.8%26.8%
15.9%40.7%
1
P
179
(5.9%)
315
(10.3%)
709
(23.2%)
662
(21.7%)
1,189
(38.9%)
3,054
. 9 9 5
46
(2.9%)
215
(13.8%)
418
(26.8%)
248
(15.9%)
635
(40.7%)
1,562
:( )
2.
2
70.1%18.8%
7.6%2.1%1.3%
32.0%37.1%
25.0%3.1%2.8%
2
P
3,074
(70.1%)
826
(18.8%)
334
(7.6%)
92
(2.1%)
57
(1.3%)
4,383
. 0 0 0 *
726
(32.0%)
844
(37.1%)
568
(25.0%)
70
(3.1%)
64
(2.8%)
2,272
:( )
-
-
2-18
3.
3
8.4%19.2%
35.1%23.1%14.2%
3.3%15.1%
38.1%19.8%23.6%
3
P
290
(8.4%)
668
(19.2%)
1220
(35.1%)
801
(23.1%)
494
(14.2%)
3,473
. 0 0 0 *
49
(3.3%)
223
(15.1%)
563
(38.1%)
293
(19.8%)
349
(23.6%)
1,477
:( )
4.
4
11.6%26.3%
54.4%4.3%3.4%
3.1%14.8%
70.3%6.8%5.0%
4
P
410
(11.6%)
925
(26.3%)
1,917
(54.4%)
151
(4.3%)
119
(3.4%)
3,522
. 0 0 0 *
67
(3.1%)
320
(14.8%)
1,518
(70.3%)
147
(6.8%)
107
(5.0%)
2,159
:( )
-
-
2-19
5.
5
12.4%24.3%
31.2%19.0%13.2%
2.4%12.7%
30.1%22.6%32.2%
5
P
399
(12.4%)
781
(24.3%)
1,003
(31.2%)
611
(19.0%)
425
(13.2%)
3,219
. 0 0 0 *
39
(2.4%)
209
(12.7%)
495
(30.1%)
371
(22.6%)
530
(32.2%)
1,644
:( )
6.
6
17.8%34.8%
33.7%10.6%3.2%
7.1%31.1%
40.4%16.1%5.2%
6
P
606
(17.8%)
1,185
(34.8%)
1,149
(33.7%)
360
(10.6%)
109
(3.2%)
3,409
. 0 0 0 *
148
(7.1%)
645
(31.1%)
837
(40.4%)
334
(16.1%)
107
(5.2%)
2,071
:( )
-
-
2-20
7.
7
4.6%5.8%
9.4%26.2%54.0%
1.3%3.7%7.8%
18.6%68.6%
7
P
158
(4.6%)
202
(5.8%)
325
(9.4%)
910
(26.2%)
1,872
(54.0%)
3,467
. 0 0 0 *
28
(1.3%)
79
(3.7%)
166
(7.8%)
398
(18.6%)
1,468
(68.6%)
2,139
:( )
8.
8
58.2%14.4%
11.3%6.1%10.0%
32.7%17.7%
23.9%8.5%17.2%
8
P
1,274
(58.2%)
316
(14.4%)
248
(11.3%)
134
(6.1%)
218
(10.0%)
2,190
. 0 0 0 *
344
(32.7%)
186
(17.7%)
252
(23.9%)
90
(8.5%)
181
(17.2%)
1,053
:( )
-
-
2-21
9.
9
4.0%6.6%26.7%
31.1%31.6%
2.3%7.4%23.8%
23.0%43.5%
9
P
101
(4.0%)
166
(6.6%)
677
(26.7%)
788
(31.1%)
802
(31.6%)
2,534
. 0 0 0 *
17
(2.3%)
55
(7.4%)
178
(23.8%)
172
(23.0%)
325
(43.5%)
747
:( )
10.
10
6.4%8.8%20.3%
22.9%41.7%
2.9%11.9%29.3%
19.1%36.8%
10
P
61
(6.4%)
84
(8.8%)
193
(20.3%)
218
(22.9%)
397
(41.7%)
953
. 2 1 3
10
(2.9%)
41
(11.9%)
101
(29.3%)
66
(19.1%)
127
(36.8%)
345
:( )
-
-
2-22
11.
11
8.9%15.4%
51.5%9.7%14.5%
3.3%11.0%
60.8%9.6%15.3%
11
P
129
(8.9%)
224
(15.4%)
749
(51.5%)
141
(9.7%)
210
(14.5%)
1,453
. 0 0 0 *
26
(3.3%)
86
(11.0%)
477
(60.8%)
75
(9.6%)
120
(15.3%)
784
:( )
12.
12
10.4%17.6%
46.7%10.4%14.8%
3.9%11.0%
53.8%11.8%19.5%
12
P
138
(10.4%)
233
(17.6%)
618
(46.7%)
138
(10.4%)
196
(14.8%)
1,323
. 0 0 0 *
26
(3.9%)
73
(11.0%)
357
(53.8%)
78
(11.8%)
129
(19.5%)
663
:( )
-
-
2-23
13.
13
8.5%19.8%
59.8%7.6%4.2%
3.4%12.3%
76.4%4.6%3.4%
13
P
278
(8.5%)
650
(19.8%)
1,958
(59.8%)
250
(7.6%)
139
(4.2%)
3,275
. 0 0 0 *
71
(3.4%)
259
(12.3%)
1,616
(76.4%)
97
(4.6%)
71
(3.4%)
2,114
:( )
14.
14
6.5%11.7%
26.4%38.4%17.1%
2.1%5.6%
24.2%32.5%35.6%
14
P
208
(6.5%)
375
(11.7%)
845
(26.4%)
1,230
(38.4%)
547
(17.1%)
3,205
. 0 0 0 *
32
(2.1%)
85
(5.6%)
366
(24.2%)
492
(32.5%)
540
(35.6%)
1,515
:( )
-
-
2-24
15.
15
3.7%9.5%
25.6%28.4%32.8%
1.2%7.0%
16.4%22.7%52.7%
15
P
82
(3.7%)
212
(9.5%)
571
(25.6%)
633
(28.4%)
731
(32.8%)
2,229
. 0 0 0 *
8
(1.2%)
46
(7.0%)
107
(16.4%)
148
(22.7%)
344
(52.7%)
653
:( )
16.
16
7.9%16.8%
23.8%18.2%33.2%
6.1%12.8%
23.0%20.9%37.2%
16
P
27
(7.9%)
57
(16.8%)
81
(23.8%)
62
(18.2%)
113
(33.2%)
340
. 6 6 3
9
(6.1%)
19
(12.8%)
34
(23.0%)
31
(20.9%)
55
(37.2%)
148
:( )
-
-
2-25
17.
17
4.8%8.9%
20.2%22.6%43.5%
3.7%9.0%
18.2%19.4%49.8%
17
P
47
(4.8%)
86
(8.9%)
196
(20.2%)
219
(22.6%)
422
(43.5%)
970
. 2 7 1
15
(3.7%)
36
(9.0%)
73
(18.2%)
78
(19.4%)
200
(49.8%)
402
:( )
18.
18
3.7%8.4%
23.4%26.4%38.1%
2.1%6.7%
23.0%20.4%47.8%
18
P
100
(3.7%)
229
(8.4%)
634
(23.4%)
716
(26.4%)
1,035
(38.1%)
2,714
. 0 0 0 *
27
(2.1%)
86
(6.7%)
298
(23.0%)
264
(20.4%)
618
(47.8%)
1,293
:( )
-
-
2-26
19.
19
3.5%8.4%
22.5%24.2%41.4%
2.4%7.1%
22.8%26.0%41.7%
19
P
56
(3.5%)
135
(8.4%)
361
(22.5%)
389
(24.2%)
664
(41.4%)
1,605
. 3 9 0
22
(2.4%)
64
(7.1%)
206
(22.8%)
235
(26.0%)
377
(41.7%)
904
:( )
()
1.
1
()
5.7%
12.8%26.6%20.4%
34.6%()4.6%
11.0%23.6%19.5%
41.3%
-
-
2-27
1
P
70
(5.7%)
157
(12.8%)
327
(26.6%)
251
(20.4%)
426
(34.6%)
1,231
. 0 0 1 *
( )
155
(4.6%)
373
(11.0%)
800
(23.6%)
659
(19.5%)
1,398
(41.3%)
3,385
:( )
2.
2
()
58.1%
23.9%12.6%3.1%
2.2%()56.7%
25.6%13.9%2.2%
1.6%
2
P
1,145
(58.1%)
471
(23.9%)
249
(12.6%)
61
(3.1%)
44
(2.2%)
1,970
. 0 2 1 * (
)
2,655
(56.7%)
1,199
(25.6%)
653
(13.9%)
101
(2.2%)
77
(1.6%)
4,685
:( )
-
-
2-28
3.
3
7.5%18.8%
35.1%23.6%15.1%(
)6.6%17.7%
36.4%21.5%17.8%
3
P
107
(7.5%)
269
(18.8%)
503
(35.1%)
339
(23.6%)
216
(15.1%)
1,434
. 0 6 1 ( )
232
(6.6%)
622
(17.7%)
1,280
(36.4%)