Analisis kausalitas antara Indeks Pembangunan Manusia (IPM) dan Kemiskinan Provinsi-Provinsi di Indonesia

LAMPIRAN I

Indeks Pembangunan Manusia Menurut Provinsi Tahun 2004-2012
Provinsi

2004

2005

2006

2007

2008

2009

2010

2011


2012

Aceh

68.70

69.00

69.41 70.35

70.76

71.31

71.70

72.16

72.51


Sumatera Utara

71.40

72.00

72.46 72.78

73.29

73.80

74.19

74.65

75.13

Sumatera Barat


70.50
72.20
70.10
69.60
69.90
68.40

71.20
73.60
71.00
70.20
71.10
68.80

71.65 72.23 72.96 73.44
73.81 74.63 75.09
75.6
71.29 71.46 71.99 72.45
71.09 71.40 72.05 72.61
71.28 71.57 72.14 72.55

69.38 69.78
70.3 70.93

73.78
76.07
72.74
72.95
72.92
71.42

74.28
76.53
73.3
73.42
73.4
71.94

74.70
76.90
73.78

73.99
73.93
72.45

69.60
70.80
75.80
69.10
68.90
72.90
66.80
67.90
69.10

70.70
72.20
76.10
69.93
69.78
73.50

68.40
68.80
69.80

71.18
72.79
76.33
70.32
70.25
73.70
69.18
69.11
70.07

71.62
73.68
76.59
70.71
70.92
74.15

69.78
69.29
70.53

72.19
74.18
77.03
71.12
71.6
74.88
70.38
69.7
70.98

72.55
74.54
77.36
71.64
72.1
75.23

71.06
70.06
71.52

72.86
75.07
77.60
72.29
72.49
75.77
71.62
70.48
72.28

73.37
75.78
77.97
72.73
72.94
76.32

72.18
70.95
72.84

73.78
76.20
78.33
73.11
73.36
76.75
72.83
71.49
73.49

60.60

62.40

63.04


63.71

64.12

64.66

65.20

66.23

66.89

62.70
65.40
71.70
66.70
72.20
73.40
67.30
67.80

66.70
65.40
64.40
69.00

63.60
66.20
73.20
67.40
72.90
74.20
68.50
68.10
67.50
67.50
65.70
69.20

64.83
67.08
73.40
67.75
73.26
74.37
68.85
68.81
67.80
68.01
67.06
69.69

65.36
67.53
73.49
68.01
73.77
74.68
69.34
69.62
68.32
68.83
67.72
69.96

66.15
68.17
73.88
68.72
74.42
75.16
70.09
69.62
69.0
69.29
68.55
70.38

66.6
68.79
74.36
69.3
75.11
75.16
70.7
70.94
69.52
69.79
69.18
70.96

67.26
69.15
74.64
69.92
75.56
76.09
71.14
71.62
70.0
70.28
69.64
71.42

67.75
69.66
75.06
70.44
76.22
76.54
71.62
72.14
70.55
70.82
70.11
71.94

68.28
70.31
75.46
71.08
76.71
76.95
72.14
72.7
71.05
71.31
70.73
72.42

Riau
Jambi
Sumatera Selatan
Bengkulu
Lampung
Kep. Bangka
Belitung
Kepulauan Riau
DKI Jakarta
Jawa Barat
Jawa Tengah
Yogyakarta
Jawa Timur
Banten
Bali
Nusa Tenggara
Barat
Nusa Tenggara
Timur
Kalimantan Barat
Kalimantan Tengah
Kalimantan Selatan
Kalimantan Timur
Sulawesi Utara
Sulawesi Tengah
Sulawesi Selatan
Sulawesi Tenggara
Gorontalo
Sulawesi Barat
Maluku

Universitas Sumatera Utara

Maluku Utara
Papua Barat
Papua
INDONESIA

66.40
63.70
60.90
68.70

67.00
64.80
62.10
69.60

67.51
66.08
62.75
70.10

67.82
67.28
63.41
70.59

68.18
67.95
64.0
71.17

68.63
68.58
64.53
71.76

69.03
69.15
64.94
72.27

69.47
69.65
65.36
72.77

69.98
70.22
65.86
73.29

LAMPIRAN 2
Jumlah Penduduk Miskin Menurut Provinsi tahun 2004-2012

Provinsi

2004

2005

2006

2007

2008

2009

2010

2011

2012

Aceh

2004.00

1166.40

1149.70

1 083,70

892.90

861.90

894.810

876.60

Sumatera Utara

1116.70

1840.20

1897.10

1 768,50

959.70
1
613,8

1 499,7

1 490,90

1 481,31

1378.40

Sumatera Barat

304.60

482.80

578.80

529.20

477.20

429.30

430.00

442.090

397.90

Riau

583.90

600.40

564.90

574.50

566.70

527.50

500.30

482.050

481.30

Jambi

194.30

317.80

304.60

281.90

249.70

241.60

272.670

270.10

Sumatera Selatan

924.20

1429.00

1446.90

1 331,8

260.30
1
249,6

1 167,9

1 125,70

1 298,71

1042.00

Bengkulu

232.30

361.20

360.00

370.60

Lampung
Kep. Bangka
Belitung

1244.40

1572.60

1638.00

58.80

95.30

Kepulauan Riau

133.40

DKI Jakarta

324.10

324.90

72.060

310.50

1 661,7

352.00
1
591,6

1 558,3

1 479,90

129.560

1219.00

117.40

95.10

86.70

76.60

67.80

363.420

70.20

148.00

163.00

148.40

136.40

128.20

129.70

4 648,63

131.20

225.70

316.20

407.10

405.70

323.20

312.20

363.420

366.80

Jawa Barat

2411.00

5137.60

5712.50

5457.90

4 983,6

4 773,70

4 648,63

4421.50

Jawa Tengah

4497.30

6533.50

7100.60

6557.20

379.60
5
322,4
6
189,6

5 725,7

5 369,20

5 107,36

4863.40

Yogyakarta

314.80

625.80

648.70

633.50

Jawa Timur

5081.90

7139.90

7678.10

Banten

499.30

830.50

Bali
Nusa Tenggara
Barat
Nusa Tenggara
Timur

144.90

228.40

1029.40

1171.20

Kalimantan Barat

414.40

Kalimantan Tengah

585.80

577.30

560.880

562.10

7 155,3

616.30
6
651,3

6 022,6

5 529,30

5 356,21

4960.50

904.30

886.20

816.70

788.10

758.20

690.490

648.30

243.40

229.10

215.70

181.70

174.90

166.230

161.00

1 118,6

1
080,6

1 050,9

1 009,40

894.770

828.30

1273.90

1 163,6

1
098,3

1 013,1

1 014,10

1 012,90

1000.30

629.80

626.70

584.30

508.80

434.80

428.80

380.110

355.70

161.10

230.90

212.80

210.30

200.00

165.90

164.20

146.910

141.90

Kalimantan Selatan

167.50

235.70

278.40

233.50

218.90

176.00

182.00

194.620

189.20

Kalimantan Timur

233.90

299.10

335.40

324.80

286.40

239.20

243.00

247.900

246.10

Sulawesi Utara

156.30

201.40

249.40

250.10

223.50

219.60

206.70

194.900

177.50

Sulawesi Tengah

415.80

527.50

553.50

557.40

489.80

475.00

423.630

409.60

Sulawesi Selatan

1089.30

1280.60

1112.00

1 083,4

524.70
1
031,7

963.60

913.40

832.910

805.90

539.10

1136.50

1156.10

Universitas Sumatera Utara

Sulawesi Tenggara

380.40

450.50

466.80

465.40

435.90

434.30

400.70

330.000

304.30

Gorontalo

215.40

255.00

273.80

241.90

221.60

224.60

209.90

198.270

187.70

Sulawesi Barat

237.30

221.50

205.20

189.90

171.10

158.20

141.30

164.860

160.60

Maluku

356.50

411.50

418.60

404.70

391.30

380.00

378.60

360.320

338.90

Maluku Utara

83.90

118.60

116.80

109.90

105.10

98.00

91.10

97.310

88.30

Papua Barat

320.65

302.28

284.10

266.80

246.50

256.80

256.30

249.840

223.20

Papua

917.70

1028.20

816.70

793.40

733.10

760.30

761.60

944.790

976.40

26690.15

36802.10

39295.30

37 168,3

34
963,3

32
530,0

31
023,40

30 018,93

28594.60

INDONESIA

Lampiran 4
Uji Akar Unit Variabel Indeks Pembangunan Manusia
Null Hypothesis: Unit root (individual unit root process)
Series: IPM_NAD, IPM_SUMUT, IPM_SUMBAR, IPM_RIAU, IPM_JAMBI,
IPM_SUMSEL, IPM_BENGKULU, IPM_LAMPUNG, IPM_KPBANGKA,
IPM_KPBALI, IPM_DKIJAKARTA, IPM_JABAR, IPM_JATENG,
IPM_YOGYAKARTA, IPM_JATIM, IPM_BANTEN, IPM_BALI, IPM_NTB,
IPM_NTT, IPM_KALBAR, IPM_KALTENG, IPM_KALSEL, IPM_KALTIM,
IPM_SULUT, IPM_SULTENG, IPM_SULSEL, IPM_SULTRA,
IPM_GORONTALO, IPM_SULBAR, IPM_MALUKU, IPM_MALUT,
IPM_PAPBAR, IPM_PAUA
Date: 06/26/14 Time: 19:53
Sample: 2004 2012
Exogenous variables: Individual effects
Automatic selection of maximum lags
Automatic selection of lags based on AIC: 0 to 1
Total number of observations: 223
Cross-sections included: 29 (4 dropped)
Method
ADF - Fisher Chi-square
ADF - Choi Z-stat

Statistic
79.6848
-0.88743

Prob.**
0.0310
0.1874

** Probabilities for Fisher tests are computed using an asymptotic Chi
-square distribution. All other tests assume asymptotic normality.
Intermediate ADF test results IPM?

Series
IPM_NAD
IPM_SUMUT
IPM_SUMBAR
IPM_RIAU
IPM_JAMBI
IPM_SUMSEL
IPM_BENGKULU

Prob.
0.8433
0.8005
0.3266
0.0920
0.3912
0.2975
0.4631

Lag
0
0
0
0
1
1
1

Max Lag
1
1
1
1
1
1
1

Obs
8
8
8
8
7
7
7

Universitas Sumatera Utara

IPM_LAMPUNG
IPM_KPBANGKA
IPM_KPBALI
IPM_DKIJAKARTA
IPM_JABAR
IPM_JATENG
IPM_YOGYAKART
A
IPM_JATIM
IPM_BANTEN
IPM_BALI
IPM_NTB
IPM_NTT
IPM_KALBAR
IPM_KALTENG
IPM_KALSEL
IPM_KALTIM
IPM_SULUT
IPM_SULTENG
IPM_SULSEL
IPM_SULTRA
IPM_GORONTALO
IPM_SULBAR
IPM_MALUKU
IPM_MALUT
IPM_PAPBAR
IPM_PAUA

0.1012

0.9476
0.1012
0.9997
0.3795
0.0896
0.3298
0.2512
0.0929
0.9056
0.9843
0.0915
0.3754
0.0371
0.2577
0.1257
0.9963
0.8076
0.0076
0.0994
0.8076
0.0994

0
Dropped from Test
Dropped from Test
Dropped from Test
1
0

1

8

1
1

7
8

1
0
0
0
0
0
0
1
0
0
0
1
1
1
0
0
0
0
Dropped from Test
0

1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1

7
8
8
8
8
8
8
7
8
8
8
7
7
7
8
8
8
8

1

8

Lampiran 5
Uji Akar Unit Variabel Kemiskinan
Null Hypothesis: Unit root (individual unit root process)
Series: PO_NAD, PO_SUMUT, PO_SUMBAR, PO_RIAU, PO_JAMBI,
PO_SUMSEL, PO_BENGKULU, PO_LAMPUNG, PO_KPBANGKA,
PO_KPBALI, PO_DKIJAKARTA, PO_JABAR, PO_JATENG,
PO_YOGYAKARTA, PO_JATIM, PO_BANTEN, PO_BALI, PO_NTB,
PO_NTT, PO_KALBAR, PO_KALTENG, PO_KALSEL, PO_KALTIM,
PO_SULUT, PO_SULTENG, PO_SULSEL, PO_SULTRA,
PO_GORONTALO, PO_SULBAR, PO_MALUKU, PO_MALUT,
PO_PAPBAR, PO_PAUA
Date: 06/26/14 Time: 19:52
Sample: 2004 2012
Exogenous variables: Individual effects
Automatic selection of maximum lags
Automatic selection of lags based on AIC: 0 to 1
Total number of observations: 226
Cross-sections included: 29 (4 dropped)
Method
ADF - Fisher Chi-square
ADF - Choi Z-stat

Statistic
108.282
-4.90214

Prob.**
0.0001
0.0000

** Probabilities for Fisher tests are computed using an asymptotic Chi
-square distribution. All other tests assume asymptotic normality.

Universitas Sumatera Utara

Intermediate ADF test results PO?

Series
PO_NAD
PO_SUMUT
PO_SUMBAR
PO_RIAU
PO_JAMBI
PO_SUMSEL
PO_BENGKULU
PO_LAMPUNG
PO_KPBANGKA
PO_KPBALI
PO_DKIJAKARTA
PO_JABAR
PO_JATENG
PO_YOGYAKART
A
PO_JATIM
PO_BANTEN
PO_BALI
PO_NTB
PO_NTT
PO_KALBAR
PO_KALTENG
PO_KALSEL
PO_KALTIM
PO_SULUT
PO_SULTENG
PO_SULSEL
PO_SULTRA
PO_GORONTALO
PO_SULBAR
PO_MALUKU
PO_MALUT
PO_PAPBAR
PO_PAUA

Prob.
0.0977
0.5139
0.0841
0.0646
0.0901
0.5193
0.0489
0.4929

0.5062
0.0831
0.0768
0.1005
0.4916
0.4955
0.4638
0.5151
0.4679
0.0843
0.0827
0.1172
0.0770
0.0816
0.4100
0.0885
0.0831
0.0878
0.0999
0.0831
0.0999

Lag
Max Lag
0
1
0
1
0
1
1
1
0
1
0
1
0
1
0
1
Dropped from Test
Dropped from Test
Dropped from Test
0
1
0
1
0
0
0
1
1
1
1
0
0
0
0
0
1
0
0
0
0
0
Dropped from Test
0

Obs
8
8
8
7
8
8
8
8

8
8

1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1
1

8
8
8
7
7
7
7
8
8
8
8
8
7
8
8
8
8
8

1

8

Universitas Sumatera Utara