Lampiran 1  Data Penelitian ( Logaritma Natural )
Provinsi	Tahun	IPM (%)	PE
 (%)	LnGE
(%)	LnInv
 (%)	LnJPNDDK (%)	MSKN 
(%)	
Aceh	2013	68.3	2.61	16.23324651	3730.6	15.38644317	17.22	
Aceh	2014	68.81	1.55	16.30423051	5141.4	15.40613969	16.98	
Aceh	2015	69.45	-0.73	16.31165672	4213.6	15.42533899	17.11	
Aceh	2016	70	3.29	16.31034386	2590.6	15.44401514	16.43	
Aceh	2017	70.6	4.18	16.44255661	806	15.46214136	15.92	
Aceh	2018	71.19	4.61	16.32562237	993.2	15.47968549	15.68	
Sumatera Utara	2013	68.36	6.07	15.79795485	5956.4	16.40525061	10.39	
Sumatera Utara	2014	68.87	5.23	15.87073074	4774.7	16.43777416	9.85	
Sumatera Utara	2015	69.51	5.1	15.8898349	5533.5	16.45011492	10.79	
Sumatera Utara	2016	70	5.18	16.06431748	5878.9	16.46189179	10.27	
Sumatera Utara	2017	70.57	5.12	16.3427475	13198.5	16.47311952	9.28	
Sumatera Utara	2018	71.18	5.18	16.34629735	9599.4	16.48380701	9.94	
sumatera barat	2013	68.91	6.08	14.5475534	769.2	15.43815606	7.56	
sumatera barat	2014	69.36	5.88	15.06359747	533.2	15.45098301	6.89	
sumatera barat	2015	69.98	5.53	15.2073535	1609.6	15.46345527	6.71	
sumatera barat	2016	70.73	5.27	15.32048466	3874.9	15.47555185	7.14	
sumatera barat	2017	71.24	5.29	15.56641643	1711.4	15.48726371	6.75	
sumatera barat	2018	71.73	5.14	15.65086832	2490.3	15.49858492	6.55	
Riau	2013	69.91	2.48	15.83377884	6179.2	15.61279938	6.68	
Riau	2014	70.33	2.71	15.53864744	9077.1	15.63819392	6.53	
Riau	2015	70.84	0.22	15.86461814	10596.4	15.66308341	7.05	
Riau	2016	71.2	2.18	15.9824979	7482.8	15.68746211	6.38	
Riau	2017	71.79	2.68	16.03348949	11890.9	15.71131633	6.55	
Riau	2018	72.44	2.34	15.95198912	10089.3	15.73462327	6.25	
Jambi	2013	67.76	6.84	14.99975666	2833.9	15.00520288	10.41	
Jambi	2014	68.24	7.36	14.98010782	959.4	15.02280414	10.67	
Jambi	2015	68.89	4.21	15.04683128	3647.9	15.03988934	12.11	
Jambi	2016	69.62	4.37	15.00776011	3945.4	15.05646869	10.73	
Jambi	2017	69.99	4.64	15.23449982	3083.4	15.07255492	10.53	
Jambi	2018	70.65	4.71	15.25017952	2978.4	15.08815234	10.08	
Sumatera Selatan	2013	66.16	5.31	15.55223342	3881.9	15.87331214	13.28	
Sumatera Selatan	2014	66.75	4.79	15.57018583	8099.3	15.8876121	12.96	
Sumatera Selatan	2015	67.46	4.42	15.4622824	11589.9	15.90147019	12.51	
Sumatera Selatan	2016	68.24	5.04	15.41743471	88134.5	15.91486514	12.73	
Sumatera Selatan	2017	68.86	5.51	15.67327341	9383.1	15.92778019	12.36	
Sumatera Selatan	2018	69.39	6.04	15.88756778	10598.4	15.94272854	12.43	
Bengkulu	2013	67.5	6.07	14.27600348	131.9	14.41124169	17.29	
Bengkulu	2014	68.06	5.48	14.47547369	27.1	14.42792046	17.19	
Bengkulu	2015	68.59	5.13	14.64071354	574.5	14.44407708	18.15	
Bengkulu	2016	69.33	5.28	14.52339363	1004.8	14.45991645	16.16	
Bengkulu	2017	69.95	4.98	14.86940926	435.2	14.47528863	15.41	
Bengkulu	2018	70.64	4.99	14.90729291	5039.4	14.49014493	14.94	
Lampung	2013	65.73	5.77	15.17251359	1372.3	15.88643241	10.89	
Lampung	2014	66.42	5.08	15.30935511	3652.2	15.89822063	10.68	
Lampung	2015	66.95	5.13	15.38020254	1360	15.9095042	9.25	
Lampung	2016	67.65	5.14	15.51605364	6117.5	15.92027147	10.15	
Lampung	2017	68.25	5.16	15.75408501	7135.4	15.93051324	9.13	
Lampung	2018	69.02	5.25	15.83559851	12447	15.94022991	9.06	
Bangka Belitung	2013	67.92	5.2	14.29153726	720.6	14.08944076	3.47	
Bangka Belitung	2014	68.27	4.67	14.28306494	720.5	14.11107225	3.04	
Bangka Belitung	2015	69.05	4.08	14.44142653	1106.4	14.13237248	2.77	
Bangka Belitung	2016	69.55	4.1	14.54299491	2254.7	14.15328694	2.67	
Bangka Belitung	2017	69.99	4.47	14.67378142	1887.8	14.17378971	3	
Bangka Belitung	2018	70.67	4.45	14.67601159	3159.2	14.19386	2.78	
Kep.Riau	2013	73.02	7.21	14.81460891	733.4	14.43682495	5.79	
Kep.Riau	2014	73.4	6.6	15.01320107	420.6	14.46648848	5.61	
Kep.Riau	2015	73.75	6.02	14.77271403	1252.5	14.49508758	5	
Kep.Riau	2016	73.99	4.98	14.86838741	1011.6	14.52264397	4.99	
Kep.Riau	2017	74.45	2	15.00106417	2429.5	14.54917281	5.39	
Kep.Riau	2018	74.84	4.56	15.04460798	12699	14.57468936	5.15	
DKI Jakarta	2013	78.08	6.07	17.46099967	8345.6	16.11501491	3.72	
DKI Jakarta	2014	78.39	5.91	17.44781077	22320.9	13.82301632	4.09	
DKI Jakarta	2015	78.99	5.91	17.57743883	19132.1	13.83315203	3.61	
DKI Jakarta	2016	79.6	5.87	17.66839505	15615.1	13.84289807	3.75	
DKI Jakarta	2017	80.06	6.2	17.74863106	51857.3	13.85225128	3.78	
DKI Jakarta	2018	80.47	6.17	17.93308522	53955.1	13.86121024	3.55	
Jawa Barat	2013	68.25	6.33	16.7276843	16131	17.62971783	8.69	
Jawa Barat	2014	68.8	5.09	16.85036681	25288.9	17.6447967	8.32	
Jawa Barat	2015	69.5	5.05	17.01081495	32011.6	17.65945961	8.58	
Jawa Barat	2016	70.05	5.66	17.13412344	35833.1	17.67369786	7.55	
Jawa Barat	2017	70.69	5.35	17.30309201	43533.5	17.68749932	6.76	
Jawa Barat	2018	71.3	5.64	17.32208318	47851.7	17.70085814	6.33	
Jawa Tengah	2013	68.02	5.11	16.35906152	13057.9	17.31999648	12.53	
Jawa Tengah	2014	68.78	5.27	16.52928203	14065	17.32773228	11.5	
Jawa Tengah	2015	69.49	5.47	16.69587463	16261.1	17.33520601	11.5	
Jawa Tengah	2016	69.98	5.25	16.778429	25101.2	17.34243254	11.38	
Jawa Tengah	2017	70.52	5.26	16.94597969	22238.5	17.34942673	10.55	
Jawa Tengah	2018	71.12	5.32	17.01331113	29847.6	17.35620419	9.67	
DI Yogyakarta	2013	76.44	5.47	14.73565107	313.4	15.09501394	13.73	
DI Yogyakarta	2014	76.81	5.17	14.90779218	768.8	15.10670162	13.36	
DI Yogyakarta	2015	77.59	4.95	15.06725158	451.5	15.11819937	11.93	
DI Yogyakarta	2016	78.38	5.05	15.16305422	968.2	15.12947936	11.68	
DI Yogyakarta	2017	78.89	5.26	15.40894632	331.1	15.14050568	11	
DI Yogyakarta	2018	79.53	6.2	15.48253847	6213	15.15126713	10.73	
Jawa Timur	2013	67.55	6.08	16.63323139	38245.2	17.46260909	8.9	
Jawa Timur	2014	68.14	5.86	16.81155873	39934.5	17.4690271	8.4	
Jawa Timur	2015	68.95	5.44	16.94866757	38083.2	17.47515585	8.41	
Jawa Timur	2016	69.74	5.57	16.987712	48272.6	17.48099732	7.91	
Jawa Timur	2017	70.27	5.46	17.17859526	46611.2	17.48655621	7.13	
Jawa Timur	2018	70.77	5.5	17.23853769	34666.5	17.49183277	6.97	
Banten	2013	69.47	6.67	15.48229979	7728.9	16.25371782	5.27	
Banten	2014	69.89	5.51	15.63879373	10115.9	16.27551615	4.74	
Banten	2015	70.27	5.45	15.90541468	13251.9	16.29668048	5.11	
Banten	2016	70.96	5.28	16.00445797	15338.4	16.31720451	4.49	
Banten	2017	71.42	5.73	16.06815018	18189.4	16.33708338	4.69	
Banten	2018	71.95	5.81	16.11737729	21464.9	16.35630404	4.24	
Bali	2013	72.09	6.69	15.16843943	3375.6	15.21580373	4.17	
Bali	2014	72.48	6.73	15.31772956	679.9	15.22770997	4.35	
Bali	2015	73.27	6.03	15.42475445	1746.2	15.23929529	4.52	
Bali	2016	73.65	6.33	15.5057785	932.9	15.25062913	3.53	
Bali	2017	74.3	5.57	15.61895746	1479.4	15.26161462	3.46	
Bali	2018	74.77	6.35	15.60696665	2551.4	15.27232722	3.36	
NTB	2013	63.76	5.16	14.68046757	1886.2	15.34813265	18.96	
NTB	2014	64.31	5.17	14.77643043	763.6	15.37865214	19.17	
NTB	2015	65.19	21.76	15.02890969	1047.2	15.39151102	18.4	
NTB	2016	65.81	5.81	15.14107274	1781.8	15.40396219	17.55	
NTB	2017	66.58	0.12	15.47475145	5545.6	15.41602437	16.23	
NTB	2018	67.3	-4.56	15.47174255	4386.7	15.42793879	15.66	
NTT	2013	61.68	5.41	14.68078796	27.5	15.41569923	10.1	
NTT	2014	62.26	5.05	14.80465465	18.7	15.43230078	10.68	
NTT	2015	62.67	4.92	15.01803111	1365.6	15.44867691	9.41	
NTT	2016	63.13	5.12	15.1246301	880.4	15.46484472	10.17	
NTT	2017	63.73	5.11	15.34912	1220.9	15.48081865	10.11	
NTT	2018	64.39	5.13	15.3938373	4346.5	15.49662129	9.09	
Kalimantan Barat	2013	64.3	6.05	15.00840401	3172.1	15.35052509	5.68	
Kalimantan Barat	2014	64.89	5.03	15.11103576	5286.9	15.36649126	5.47	
Kalimantan Barat	2015	65.59	4.88	15.23224586	7479.2	15.38195203	6	
Kalimantan Barat	2016	65.88	5.2	15.27890901	9646.2	15.39690655	4.97	
Kalimantan Barat	2017	66.26	5.17	15.47560223	12949.3	15.41135631	5.25	
Kalimantan Barat	2018	66.98	5.06	15.4909991	7083.3	15.42528122	4.58	
Kalimantan Tengah	2013	67.41	7.37	14.89007773	2316.9	14.68459269	5.8	
Kalimantan Tengah	2014	67.77	6.21	14.98978675	1931.4	14.70713148	4.75	
Kalimantan Tengah	2015	68.53	7.01	15.06324175	2203.7	14.72981332	5.68	
Kalimantan Tengah	2016	69.13	6.35	14.97072527	8587.3	14.75161215	4.49	
Kalimantan Tengah	2017	69.79	6.72	15.12029357	3678.8	14.77307067	5.01	
Kalimantan Tengah	2018	70.42	5.64	15.33013195	13770.1	14.79391938	4.56	
Kalimantan Selatan	2013	67.17	5.33	15.37367075	8559.8	15.16474796	3.75	
Kalimantan Selatan	2014	67.63	4.84	15.40837732	3119	15.18231369	3.68	
Kalimantan Selatan	2015	68.38	3.82	15.4453127	3021.6	15.19924991	4.27	
Kalimantan Selatan	2016	69.05	4.4	15.46007736	6412.4	15.21557936	3.42	
Kalimantan Selatan	2017	69.65	5.28	15.58123401	3225.7	15.23131372	2.59	
Kalimantan Selatan	2018	70.17	5.13	15.62094066	10104.4	15.24646633	3.6	
kalimantan Timur	2013	73.21	2.76	16.43874653	17438.3	15.1689033	3.99	
kalimantan Timur	2014	73.82	1.71	16.23805897	15004.7	15.0248935	3.98	
kalimantan Timur	2015	74.17	-1.2	16.13842187	11992.7	15.04708287	3.73	
kalimantan Timur	2016	74.59	-0.38	15.84382221	8024.7	15.06863146	3.86	
kalimantan Timur	2017	75.12	3.13	15.92304818	12265.4	15.08959349	4.27	
kalimantan Timur	2018	75.83	2.67	16.0503581	26529.5	15.10992946	2.36	
Kalimantan utara	2013	67.99	4.56	13.56570342	68.3	10.99494094	7.64	
Kalimantan utara	2014	68.64	8.18	13.37291196	751.1	11.03203074	7.41	
Kalimantan utara	2015	68.76	3.4	14.45398875	1152.7	11.06961829	6.84	
Kalimantan utara	2016	69.2	3.55	14.7541626	3506.5	11.10233726	6.33	
Kalimantan utara	2017	69.84	6.79	14.71330651	1002.3	11.14357047	7.64	
Kalimantan utara	2018	70.56	6.04	14.67115237	1424.1	11.1794926	7.09	
Sulawesi Utara	2013	69.49	6.38	14.52137157	132.5	14.67433657	6.12	
Sulawesi Utara	2014	69.96	6.31	14.61728073	181.4	14.68538199	5.57	
Sulawesi Utara	2015	70.39	6.12	14.80619719	358.6	14.69601576	5.26	
Sulawesi Utara	2016	71.05	6.16	14.84553882	5452.4	14.70624592	5.22	
Sulawesi Utara	2017	71.66	6.31	15.09103284	1971.1	14.71608971	5.03	
Sulawesi Utara	2018	72.2	6.01	15.11190784	4616	14.72553852	4.82	
Sulawesi Tengah	2013	65.79	9.59	14.57875593	1460.3	14.83996057	9.45	
Sulawesi Tengah	2014	66.43	5.07	14.70982599	1590	14.85626277	10.35	
Sulawesi Tengah	2015	66.76	15.5	14.89842698	2053.6	14.8721561	11.06	
Sulawesi Tengah	2016	67.47	9.94	14.9717985	2681.5	14.8876851	10.07	
Sulawesi Tengah	2017	68.11	7.1	15.05265998	3475.3	14.90282662	10.39	
Sulawesi Tengah	2018	68.88	6.3	15.10419567	9161.3	14.91760345	9.5	
Sulawesi Selatan	2013	67.92	7.62	15.40967584	1383.8	15.93681763	5.23	
Sulawesi Selatan	2014	68.49	7.54	15.53817411	5230.5	15.94757396	4.93	
Sulawesi Selatan	2015	69.15	7.19	15.63189825	9448.6	15.95552096	4.93	
Sulawesi Selatan	2016	69.76	7.42	15.75151149	3707.1	15.96802062	4.47	
Sulawesi Selatan	2017	70.34	7.21	16.00068032	2682.2	15.97772216	4.76	
Sulawesi Selatan	2018	70.9	7.07	16.04790406	3893.1	15.98707995	4.48	
Sulawesi tenggara	2013	67.55	7.5	14.4104626	1348	14.68960877	5.52	
Sulawesi tenggara	2014	68.07	6.26	14.55200406	1411.7	14.71081501	6.62	
Sulawesi tenggara	2015	68.75	6.88	14.6696169	2160.4	14.73161727	7.84	
Sulawesi tenggara	2016	69.31	6.51	14.79529051	2170.3	14.75199913	6.87	
Sulawesi tenggara	2017	69.86	6.76	15.08361552	3841.7	14.77194043	7.14	
Sulawesi tenggara	2018	70.61	6.42	15.09268011	1603.4	14.79144812	6.87	
Gorontalo	2013	64.7	7.67	13.85855568	110.1	13.90899179	6	
Gorontalo	2014	65.17	7.27	14.0015668	49.2	13.92493251	6.24	
Gorontalo	2015	65.86	6.22	14.15763181	101.2	13.9405887	6.84	
Gorontalo	2016	66.29	6.52	14.28294464	2578.6	13.9559375	5.78	
Gorontalo	2017	67.01	6.73	14.36835778	1581.4	13.96921142	4.9	
Gorontalo	2018	67.71	6.51	14.41882274	3339.7	13.9709661	4.45	
Sulawesi Barat	2013	61.53	6.93	13.85855568	687.6	14.02597487	8.57	
Sulawesi Barat	2014	62.24	8.86	14.02042659	706.4	14.04510526	9.99	
Sulawesi Barat	2015	62.96	7.31	14.26670592	1105.8	14.06407231	8.68	
Sulawesi Barat	2016	63.6	6.01	14.38421464	96.8	14.08284552	8.43	
Sulawesi Barat	2017	64.3	6.62	14.47167057	701.5	14.1014118	9.5	
Sulawesi Barat	2018	65.1	6.23	14.37319419	3185	14.11972078	9.8	
Maluku	2013	66.09	5.24	14.27068477	52.8	14.30311648	7.96	
Maluku	2014	66.74	6.64	14.3613942	13.1	14.3207661	7.35	
Maluku	2015	67.05	5.48	14.63972591	82.4	14.33814755	7.83	
Maluku	2016	67.6	5.73	14.76090407	114	14.35524312	7.86	
Maluku	2017	68.19	5.82	14.85725898	264.3	14.3721012	6.58	
Maluku	2018	68.87	5.94	14.93684702	1013.5	14.388686	6.15	
Maluku Utara	2013	64.78	6.36	14.14308115	1383.4	13.92427258	3.56	
Maluku Utara	2014	65.18	5.49	14.20860952	255	13.94536884	3.58	
Maluku Utara	2015	65.91	6.1	14.40815209	252	13.96595007	2.61	
Maluku Utara	2016	66.63	5.77	14.52060261	111.4	13.98602266	3.76	
Maluku Utara	2017	67.2	7.67	14.63034736	1362.6	14.00558697	3.7	
Maluku Utara	2018	67.76	7.92	14.70700478	2276.3	14.02466228	4.21	
Papua Barat	2013	60.91	7.36	15.6791174	358.2	13.62720312	4.89	
Papua Barat	2014	61.28	5.38	15.49189771	253.4	13.65281867	5.52	
Papua Barat	2015	61.73	4.15	15.74415334	322	13.67797573	5.68	
Papua Barat	2016	62.21	4.52	15.68185355	525.1	13.7027964	5.69	
Papua Barat	2017	62.99	4.01	15.76414001	143.9	13.72712733	5.16	
Papua Barat	2018	63.74	6.24	15.75382983	337.8	13.7510083	5.57	
Papua	2013	56.25	8.55	15.91624222	2944.3	14.9249154	5.22	
Papua	2014	56.75	3.65	16.14802196	1510.5	14.94402366	4.46	
Papua	2015	57.25	7.35	16.33292046	2172.2	14.96273331	3.61	
Papua	2016	58.05	9.14	16.29778826	1388.9	14.98098086	4.21	
Papua	2017	59.09	4.64	16.40352133	3142	14.99880156	4.55	
Papua	2018	60.06	7.33	16.39729464	1236.9	15.01624402	4.01