. 2020 May 15;86(6):2607–2638. doi: 10.1007/s10708-020-10215-2

Table 11.

Moran’s $I_{i}$ for Residual of the TFP regression, by district-municipality

District-municipality	$I_{i}$	$S d (I_{i})$	$Z - s t a t$	$p - v a l u e^{*}$
Alfred Nzo	− 0.027	0.120	− 0.063	0.950
Amajuba	0.017	0.101	0.365	0.715
Amathole	− 0.038	0.179	− 0.103	0.918
Bojanala	*0.292*	*0.112*	*2.792*	*0.005*
Buffalo City	0.050	0.186	0.372	0.710
Cacadu	*0.161*	*0.102*	*1.769*	*0.077*
Cape Winelands	*0.387*	*0.157*	*2.589*	*0.010*
Capricorn	0.103	0.107	1.147	0.251
Central Karoo	− 0.110	0.101	− 0.899	0.368
Chris Hani	− 0.002	0.098	0.180	0.857
City of Cap Town	*0.350*	*0.151*	*2.450*	*0.014*
City of Johannesburg	− 0.002	0.173	0.103	0.918
City of Tshwane	0.025	0.130	0.343	0.731
Dr Kenneth Kaunda	*0.204*	*0.096*	*2.323*	*0.020*
Dr Ruth Segomotsi Mompati	*0.483*	*0.088*	*5.740*	*0.000*
Eden	0.142	0.111	1.452	0.146
Ehlanzeni	0.044	0.094	0.675	0.500
Ekurhuleni	− 0.009	0.154	0.067	0.946
eThekwini	0.112	0.143	0.921	0.357
Fezile Dabi	− 0.144	0.104	-1.200	0.230
Frances Baard	*0.186*	*0.077*	*2.683*	*0.007*
Gert Siyanda	− 0.000	0.093	0.208	0.835
Greater Sekhukhune	0.029	0.106	0.462	0.644
iLembe	0.124	0.145	0.988	0.323
Joe Gqabi	0.009	0.087	0.326	0.745
John Taolo Gaetsewe	*0.308*	*0.089*	*3.694*	*0.000*
Lejweleputswa	− 0.080	0.087	− 0.689	0.491
Mangaung	0.028	0.097	0.492	0.623
Mopani	0.030	0.112	0.438	0.662
Namakwa	− 0.094	0.092	− 0.810	0.418
Nelson Mandela Bay	*0.207*	*0.107*	*2.129*	*0.033*
Ngaka Modiri Molema	*0.525*	*0.091*	*6.002*	*0.000*
Nkangala	0.050	0.108	0.650	0.515
O.R. Tambo	− 0.033	0.108	− 0.125	0.901
Overberg	*0.380*	*0.154*	*2.585*	*0.010*
Pixley ka Seme	− 0.026	0.063	− 0.098	0.922
Sedibeng	− 0.046	0.156	− 0.166	0.868
Sisonke	− 0.005	0.128	0.117	0.907
Siyanda	*0.149*	*0.070*	*2.405*	*0.016*
Thabo Mofutsanyane	0.040	0.078	0.768	0.443
UGu	0.049	0.127	0.540	0.589
UMgungundlovu	0.058	0.130	0.601	0.548
UMkhanyakude	− 0.031	0.105	− 0.106	0.916
UMzinyathi	− 0.021	0.122	− 0.010	0.992
UThukela	0.031	0.102	0.496	0.620
UThungulu	0.052	0.134	0.539	0.590
Vhembe	0.121	0.115	1.225	0.221
Waterberg	0.005	0.096	0.255	0.798
West Coast	*0.191*	*0.125*	*1.689*	*0.091*
West Rand	0.004	0.156	0.153	0.878
Xhariep	0.000	0.093	0.216	0.829
Zululand	− 0.009	0.116	0.088	0.930

*2-tail test; bold italic indicate significant positive spatial clustering.