LAMPIRAN
Lampiran: 5. 1 Data Tingkat Pengangguran Terbuka Di Indonesia Tahun 2013-2017
Provinsi TINGKAT PENGANGGURAN TERBUKA
2013 2014 2015 2016 2017 Aceh 18,46 15,77 17,66 15,70 13,95 Sumatera utara 12,55 12,18 13,10 12,33 12,00 Sumatera barat 13,41 12,83 12,88 10,90 11,39 Riau 9,67 11,55 14,55 13,37 11,99 Jambi 7,65 7,58 7,07 8,66 7,54 Sumatera selatan 10,25 8,80 11,11 8,25 8,19 Bengkulu 6,71 5,09 8,12 7,14 6,55 Lampung 10,76 9,87 8,57 9,16 8,75
Kep. Bangka belitung 6,87 7,81 9,64 8,77 8,24 Kep. Riau 11,68 11,95 15,25 16,72 13,59 Dki jakarta 18,27 18,31 15,59 11,89 12,50 Jawa barat 18,04 17,11 17,12 17,46 16,70 Jawa tengah 11,55 11,13 10,30 8,83 8,73 Di yogyakarta 7,00 5,50 8,14 5,53 5,86 Jawa timur 8,27 8,20 8,78 8,35 8,10 Banten 19,31 18,94 18,13 16,87 17,03 Bali 3,76 3,27 3,36 4,01 2,76
Nusa tenggara barat 10,58 11,05 10,67 7,60 7,17 Nusa tenggara timur 5,37 5,23 6,95 6,84 6,48 Kalimantan barat 7,13 6,57 9,92 8,81 8,58 Kalimantan tengah 4,81 5,95 7,68 8,49 7,36 Kalimantan selatan 7,54 7,83 9,75 9,08 8,30 Kalimantan timur 16,89 16,27 14,68 16,81 15,46 Sulawesi utara 14,29 14,81 17,72 14,00 13,30 Sulawesi tengah 6,86 6,60 7,09 6,75 6,78 Sulawesi selatan 10,99 10,87 11,77 9,91 10,38 Sulawesi tenggara 7,82 6,56 9,17 6,50 6,44 Gorontalo 8,66 6,62 7,71 6,64 7,93 Sulawesi barat 4,37 3,68 5,15 6,05 6,19 Maluku 16,88 17,10 16,65 14,03 17,06 Maluku utara 9,31 10,94 11,60 7,44 10,15 Papua barat 8,76 8,71 12,69 13,19 14,01 Papua 6,06 6,93 7,71 6,32 7,58 Indonesia 10,32 10,05 11,10 10,07 9,91
Lampiran: 5. 2Jumlah Penduduk Di Indonesia Tahun 2013-2017
Provinsi JUMLAH PENDUDUK
2013 2014 2015 2016 2017 Indonesia 248818 252165 255462 258705 261891 Aceh 4811 4907 5002 5096 5190 Sumatera Utara 13590 13767 13938 14103 14262 Sumatera Barat 5066 5132 5196 5260 5322 Riau 6033 6188 6344 6501 6658 Jambi 3286 3344 3402 3459 3515 Sumatera Selatan 7829 7942 8052 8161 8267 Bengkulu 1814 1845 1875 1905 1934 Lampung 7932 8026 8117 8205 8290
Kepulauan Bangka Belitung 1315 1344 1373 1402 1431 Kepulauan Riau 1861 1917 1973 2028 2083 DKI Jakarta 9970 10075 10178 10278 10374 Jawa Barat 45341 46030 46710 47379 48038 Jawa Tengah 33264 33523 33774 34019 34258 DI. Yogyakarta 3595 3637 3679 3721 3762 Jawa Timur 38363 38610 38848 39075 39293 Banten 11452 11705 11955 12203 12448 Bali 4056 4105 4153 4200 4247
Nusa Tenggara Barat 4711 4774 4836 4896 4956 Nusa Tenggara Timur 4954 5037 5120 5204 5287 Kalimantan Barat 4641 4716 4790 4862 4933 Kalimantan Tengah 2385 2440 2495 2550 2605 Kalimantan Selatan 3854 3923 3990 4056 4120 Kalimantan Timur 3871 3970 4069 4168 4267 Kalimantan Utara 3289 3511 4001 4216 4775 Sulawesi Utara 2360 2387 2412 2437 2461 Sulawesi Tengah 2786 2831 2877 2922 2966 Sulawesi Selatan 8342 8432 8520 8606 8690 Sulawesi Tenggara 2397 2448 2500 2551 2602 Gorontalo 1098 1116 1133 1151 1168 Sulawesi Barat 1234 1258 1282 1306 1331 Maluku 1628 1657 1686 1716 1745 Maluku Utara 1115 1139 1162 1186 1209 Papua Barat 828 850 872 893 915 Papua 3032 3091 3149 3207 3265
Lampiran: 5. 3 Produk Domestic Regional Bruto (Atas Dasar Harga Konstan) Di
Indonesia Tahun 2013-2017
Provinsi PDRB 2013 2014 2015 2016 2017 ACEH 111755,8 113490,4 112665,5 116384,4 121263,2 SUMATERA UTARA 398727,1 419573,3 440955,9 463775,5 487531,2 SUMATERA BARAT 125940,6 133340,8 140719,5 148134,2 155964 RIAU 436187,5 447986,8 448992 458997,4 471419,9 JAMBI 111766,1 119991,4 125037,4 130501,1 136556,7 SUMATERA SELATAN 232175,1 243297,8 254044,9 266853,7 281544,4 BENGKULU 34326,37 36207,15 38066,01 40079,87 42080,01 LAMPUNG 180620 189797,5 199536,9 209814 220657,4 KEP. BANGKA BELITUNG 42190,86 44159,44 45962,3 47850,82 50007,75 KEP. RIAU 137263,9 146325,2 155131,4 162923,9 166198,4 DKI JAKARTA 1296695 1373389 1454564 1540078 1635856 JAWA BARAT 1093544 1149216 1207232 1275528 1342953 JAWA TENGAH 726655,1 764959,2 806765,1 849313,2 894050,5 DI YOGYAKARTA 75627,45 79536,08 83474,45 87688,2 92300,66 JAWA TIMUR 1192790 1262685 1331376 1405561 1482148 BANTEN 331099,1 349351,2 368377,2 387824,4 409959,7 BALI 114103,6 121787,6 129126,6 137286,3 144964,2 NUSA TENGGARA BARAT 69766,71 73372,96 89337,99 94537,75 94644,99 NUSA TENGGARA TIMUR 51505,19 54107,97 56770,79 59705,31 62788,08 KALIMANTAN BARAT 101980,3 107115 112346,8 118193,4 124306,7 KALIMANTAN TENGAH 69410,99 73724,52 78890,97 83909,49 89565,1 KALIMANTAN SELATAN 101850,5 106779,4 110863,1 115737,5 121863,9 KALIMANTAN TIMUR 438532,9 446029,1 440676,4 439087,5 452847,5 KALIMANTAN UTARA 44091,7 47696,35 49315,75 51164,74 54534,51 SULAWESI UTARA 62422,5 66360,76 70425,33 74771,07 79495,34 SULAWESI TENGAH 68219,32 71677,53 82787,2 91053,05 97551,64 SULAWESI SELATAN 217589,1 233988,1 250803 269423,1 288908,6 SULAWESI TENGGARA 64268,71 68291,78 72993,33 77747,55 83038,5 GORONTALO 19367,57 20775,8 22068,8 23507,62 25092,73 SULAWESI BARAT 22227,39 24195,65 25964,43 27524,77 29361,96 MALUKU 22100,94 23567,73 24859,2 26284,07 27811,63 MALUKU UTARA 18208,74 19208,76 20380,3 21556,68 23210,86 PAPUA BARAT 47694,23 50259,91 52346,49 54711,28 56906,82 PAPUA 117118,8 121391,2 130311,6 142221,1 148823,6 Indonesia 8177822 8603636 9033169 9499730 9996207Lampiran: 5. 4 Data Tingkat Pendidikan Di IndonesiaTahun 2013-2017
Provinsi
RATA-RATA LAMA SEKOLAH
2013 2014 2015 2016 2017 Aceh 8,44 8,71 8,77 8,86 8,98 Sumatera utara 8,79 8,93 9,03 9,12 9,25 Sumatera barat 8,28 0,35 8,42 8,59 8,72 Riau 8,38 8,47 8,49 8,59 8,76 Jambi 7,8 7,92 7,96 8,07 8,15 Sumatera selatan 7,53 7,66 7,77 7,83 7,99 Bengkulu 8,09 8,28 8,29 8,37 8,47 Lampung 7,32 7,48 7,56 7,63 7,79 Kep. Bangka belitung 7,32 7,35 7,46 7,62 7,78 Kep. Riau 9,63 9,64 9,65 9,67 9,79 Dki jakarta 10,47 10,54 10,7 10,88 11,02 Jawa barat 7,58 7,71 7,86 7,95 8,14 Jawa tengah 6,8 6,93 7,03 7,15 7,27 Di yogyakarta 8,72 8,84 9 9,12 9,19 Jawa timur 6,9 7,05 7,14 7,23 7,34 Banten 8,17 8,19 0,35 8,37 8,53 Bali 8,1 8,11 8,26 8,36 8,55
Nusa tenggara barat 6,54 6,67 6,71 6,79 6,9 Nusa tenggara timur 6,76 6,85 6,93 7,02 7,15 Kalimantan barat 6,69 6,83 6,93 6,98 7,05 Kalimantan tengah 7,79 7,82 8,03 8,13 8,29 Kalimantan selatan 7,59 7,6 7,76 7,89 7,99 Kalimantan timur 8,87 9,04 9,15 9,24 9,36 Kalimantan utara 8,1 8,35 8,36 8,49 8,62 Sulawesi utara 8,79 8,86 8,88 8,96 9,14 Sulawesi tengah 7,82 7,89 7,97 8,12 8,29 Sulawesi selatan 7,45 7,49 7,64 7,75 7,95 Sulawesi tenggara 7,93 8,02 8,18 8,32 8,46 Gorontalo 6,96 6,97 7,05 7,12 7,28 Sulawesi barat 6,87 6,88 6,94 7,14 7,31 Maluku 8,81 9,15 9,16 9,27 9,38 Maluku utara 8,27 8,34 8,37 8,52 8,61 Papua barat 6,91 6,96 7,01 7,06 7,15 Papua 5,74 5,76 5,99 6,15 6,27
Lampiran: 5. 5 Data Olah Common Effect (CE)
Dependent Variable: Y Method: Panel Least Squares
Date: 07/23/19 Time: 12:02 Sample: 2013 2017 Periods included: 5 Cross-sections included: 34
Total panel (unbalanced) observations: 169
Variable Coefficient Std. Error t-Statistic Prob.
C -4176.596 612.8302 -6.815258 0.0000
LOGX1 0.000139 4.83E-05 2.876277 0.0046
LOGX2 7.30E-07 1.40E-06 0.521008 0.6031
LOGX3 0.005711 0.000836 6.830457 0.0000
R-squared 0.320586 Mean dependent var 10.27260
Adjusted R-squared 0.308233 S.D. dependent var 3.985525
S.E. of regression 3.314862 Akaike info criterion 5.258093
Sum squared resid 1813.071 Schwarz criterion 5.332174
Log likelihood -440.3089 Hannan-Quinn criter. 5.288156
F-statistic 25.95210 Durbin-Watson stat 0.261679
Lampiran: 5. 6 Data Olah Fixxed Effect (FE)
Dependent Variable: Y Method: Panel Least Squares
Date: 07/23/19 Time: 12:04 Sample: 2013 2017 Periods included: 5 Cross-sections included: 34
Total panel (unbalanced) observations: 169
Variable Coefficient Std. Error t-Statistic Prob.
C -1472.145 822.9417 -1.788881 0.0759
LOGX1 0.000740 0.000725 1.020192 0.3095
LOGX2 1.72E-05 4.52E-06 3.800673 0.0002
LOGX3 0.002021 0.001125 1.797314 0.0746
Effects Specification Cross-section fixed (dummy variables)
R-squared 0.918464 Mean dependent var 10.27260
Adjusted R-squared 0.896226 S.D. dependent var 3.985525
S.E. of regression 1.283894 Akaike info criterion 3.528445
Sum squared resid 217.5865 Schwarz criterion 4.213689
Log likelihood -261.1536 Hannan-Quinn criter. 3.806530
F-statistic 41.30301 Durbin-Watson stat 1.902120
Lampiran: 5. 7 Data Olah Random Effect (RE)
Dependent Variable: Y
Method: Panel EGLS (Cross-section random effects) Date: 07/23/19 Time: 11:55
Sample: 2013 2017 Periods included: 5 Cross-sections included: 34
Total panel (unbalanced) observations: 169
Swamy and Arora estimator of component variances
Variable Coefficient Std. Error t-Statistic Prob.
C -1862.469 682.0000 -2.730894 0.0070
LOGX1 -0.000228 8.45E-05 2.698626 0.0077
LOGX2 4.74E-06 2.25E-06 2.102985 0.0370
LOGX3 0.002555 0.000931 2.745119 0.0067 Effects Specification S.D. Rho Cross-section random 3.124665 0.8556 Idiosyncratic random 1.283894 0.1444 Weighted Statistics
R-squared 0.055794 Mean dependent var 1.859462
Adjusted R-squared 0.038626 S.D. dependent var 1.398797
S.E. of regression 1.374183 Sum squared resid 311.5823
F-statistic 3.249989 Durbin-Watson stat 1.364981
Prob(F-statistic) 0.023318
Unweighted Statistics
R-squared 0.115671 Mean dependent var 10.27260
Lampiran: 5. 8 Data Olah Uji Chow
Redundant Fixed Effects Tests Equation: Untitled
Test cross-section fixed effects
Effects Test Statistic d.f. Prob.
Cross-section F 29.330581 (33,132) 0.0000
Cross-section Chi-square 358.310584 33 0.0000
Cross-section fixed effects test equation: Dependent Variable: Y
Method: Panel Least Squares Date: 07/23/19 Time: 12:05
Sample: 2013 2017 Periods included: 5 Cross-sections included: 34
Total panel (unbalanced) observations: 169
Variable Coefficient Std. Error t-Statistic Prob.
C -4176.596 612.8302 -6.815258 0.0000
LOGX1 0.000139 4.83E-05 2.876277 0.0046
LOGX2 7.30E-07 1.40E-06 0.521008 0.6031
LOGX3 0.005711 0.000836 6.830457 0.0000
R-squared 0.320586 Mean dependent var 10.27260
Adjusted R-squared 0.308233 S.D. dependent var 3.985525
S.E. of regression 3.314862 Akaike info criterion 5.258093
Sum squared resid 1813.071 Schwarz criterion 5.332174
Log likelihood -440.3089 Hannan-Quinn criter. 5.288156
F-statistic 25.95210 Durbin-Watson stat 0.261679
Lampiran: 5. 9 Data Olah Uji LM ( Langrange Multiplier)
Lagrange Multiplier Tests for Random Effects Null hypotheses: No effects
Alternative hypotheses: Two-sided (Breusch-Pagan) and one-sided (all others) alternatives
Test Hypothesis
Cross-section Time Both
Breusch-Pagan 202.2466 0.556298 202.8029 (0.0000) (0.4558) (0.0000) Honda 14.22134 0.745854 10.58341 (0.0000) (0.2279) (0.0000) King-Wu 14.22134 0.745854 5.380333 (0.0000) (0.2279) (0.0000) Standardized Honda 15.15190 1.159749 7.430414 (0.0000) (0.1231) (0.0000) Standardized King-Wu 15.15190 1.159749 3.119334 (0.0000) (0.1231) (0.0009) Gourieroux, et al.* -- -- 202.8029 (0.0000)
Lampiran: 5. 10 Data Olah Uji Hausman
Correlated Random Effects - Hausman Test Equation: Untitled
Test cross-section random effects Test Summary
Chi-Sq.
Statistic Chi-Sq. d.f. Prob.
Cross-section random 26.507381 3 0.0000
Cross-section random effects test comparisons:
Variable Fixed Random Var(Diff.) Prob.
LOGX1 0.000740 0.000228 0.000001 0.4774
LOGX2 0.000017 0.000005 0.000000 0.0015
LOGX3 0.002021 0.002555 0.000000 0.3984
Cross-section random effects test equation: Dependent Variable: Y
Method: Panel Least Squares Date: 07/23/19 Time: 12:07
Sample: 2013 2017 Periods included: 5 Cross-sections included: 34
Total panel (unbalanced) observations: 169
Variable Coefficient Std. Error t-Statistic Prob.
C -1472.145 822.9417 -1.788881 0.0759
LOG X1 0.000740 0.000725 1.020192 0.3095
LOG X2 1.72E-05 4.52E-06 3.800673 0.0002
X3 0.002021 0.001125 1.797314 0.0746
Effects Specification Cross-section fixed (dummy variables)
R-squared 0.918464 Mean dependent var 10.27260
Adjusted R-squared 0.896226 S.D. dependent var 3.985525
S.E. of regression 1.283894 Akaike info criterion 3.528445
Sum squared resid 217.5865 Schwarz criterion 4.213689
Log likelihood -261.1536 Hannan-Quinn criter. 3.806530
F-statistic 41.30301 Durbin-Watson stat 1.902120
