Page 1
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-200558
UGANDA RURAL POVERTY RATES BY REGION, DISTRICT, COUNTY AND SUB-COUNTY 2005
Region / District / Individual Headcount Poverty Gap Income Inequality Estimated no. of Estimated no. ofCounty/Sub-County Index % inds. below Index Gini coefficient poor individuals individuals 2005
Poverty Line % of Pov. Line (std. error) (std. error) (std. error) (std. error)
CENTRAL REGION 19.62 4.75 (0.32) 0.38 (0.01) 948,927 (42,561) 4,836,527
KALANGALA DISTRICT 7.74 (1.16) 1.56 (0.28) 0.36 (1.33) 2,356 (0,353) 30,437
BUJUMBA COUNTY 9.41 (1.18) 1.97 (0.31) 0.33 (0.01) 1,316 (0,165) 13,983Mugoye 10.32 (1.47) 2.2 (0.4) 0.32 (0.01) 784 (112) 7,601Bujjumba 8.34 (1.22) 1.7 (0.32) 0.34 (0.01) 530 (78) 6,360
KYAMUSWA COUNTY 5.76 (0.84) 1.2 (0.21) 0.35 (0.01) 0,969 (0,141) 16,826Bubeke 4.85 (1.07) 1 (0.28) 0.38 (0.02) 128 (28) 2,640Bufumira 6.58 (1.04) 1.43 (0.27) 0.35 (0.01) 542 (86) 8,231Kyamuswa 5.67 (1.48) 1.11 (0.36) 0.33 (0.01) 155 (41) 2,737Mazinga 4.49 (1.33) 0.85 (0.29) 0.33 (0.01) 144 (43) 3,218
KIBOGA DISTRICT 34.67 (1.38) 9.53 (0.61) 0.33 (0.83) 73,251 (2,916) 211,282
KIBOGA COUNTY 29.1 (1.24) 7.63 (0.5) 0.35 (0.01) 53,566 (2,283) 184,075Kyankwanzi 38.2 (3.37) 11.72 (1.63) 0.42 (0.02) 3,613 (319) 9,459Wattuba 29.79 (2.03) 7.64 (0.68) 0.3 (0.01) 4,473 (305) 15,014Ntwetwe 26.93 (1.65) 6.62 (0.59) 0.31 (0.01) 6,728 (412) 24,984Nsambya 28.97 (2.06) 7.45 (0.73) 0.31 (0.01) 7,651 (544) 26,409Muwanga 28.33 (1.97) 7.01 (0.66) 0.31 (0.01) 3,633 (253) 12,823Lwamata 37.71 (2.29) 10.09 (0.89) 0.29 (0.01) 3,566 (217) 9,456Butemba 36.12 (2.43) 9.73 (0.97) 0.29 (0.01) 4,991 (336) 13,819Kibiga 26.37 (1.40) 6.72 (0.52) 0.32 (0.01) 5,333 (283) 20,223Kapeke 33.01 (2.26) 8.75 (0.84) 0.31 (0.01) 3,595 (246) 10,891Gayaza 29.43 (2.55) 7.4 (0.88) 0.29 (0.01) 3,056 (265) 10,383Dwaniro 37.56 (2.17) 10.96 (0.99) 0.33 (0.01) 4,067 (235) 10,827Mulagi 24.53 (2.10) 6.24 (0.73) 0.34 (0.01) 2,038 (174) 8,309
LUWERO DISTRICT 30.42 (1.16) 7.67 (0.45) 0.32 (0.87) 126,995 (4,843) 417,472
BAMUNANIKA COUNTY 22.75 (1.25) 5.52 (0.44) 0.33 (0.01) 31,117 (1,710) 136,777Bamunanika 21.61 (1.69) 5.16 (0.55) 0.32 (0.01) 5,249 (410) 24,289Zirobwe 20.24 (1.49) 4.71 (0.48) 0.32 (0.01) 7,222 (532) 35,684Kikyusa 25.85 (1.70) 6.42 (0.61) 0.32 (0.01) 6,268 (412) 24,247Kalagala 18.23 (1.4) 4 (0.44) 0.33 (0.01) 5,948 (457) 32,629Kamira 32.28 (1.72) 8.8 (0.72) 0.32 (0.01) 6,433 (343) 19,928
KATIKAMU COUNTY 14.52 (0.97) 3.22 (0.31) 0.36 (0.01) 23,234 (1,552) 160,013Luwero 22.07 (1.67) 5.04 (0.55) 0.3 (0.01) 6,374 (482) 28,879Nyimbwa 13.28 (1.4) 2.7 (0.37) 0.34 (0.01) 2,455 (259) 18,484Katikamu 15.91 (1.4) 3.44 (0.41) 0.32 (0.01) 4,321 (380) 27,157Butuntumula 26.43 (2.43) 6.22 (0.8) 0.3 (0.01) 4,779 (439) 18,083Makulubita 16.56 (2.13) 3.51 (0.63) 0.3 (0.01) 1,480 (190) 8,935
APPENDIX
Page 2
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-200558
UGANDA RURAL POVERTY RATES BY REGION, DISTRICT, COUNTY AND SUB-COUNTY 2005
Region / District / Individual Headcount Poverty Gap Income Inequality Estimated no. of Estimated no. ofCounty/Sub-County Index % inds. below Index Gini coefficient poor individuals individuals 2005
Poverty Line % of Pov. Line (std. error) (std. error) (std. error) (std. error)
CENTRAL REGION 19.62 4.75 (0.32) 0.38 (0.01) 948,927 (42,561) 4,836,527
KALANGALA DISTRICT 7.74 (1.16) 1.56 (0.28) 0.36 (1.33) 2,356 (0,353) 30,437
BUJUMBA COUNTY 9.41 (1.18) 1.97 (0.31) 0.33 (0.01) 1,316 (0,165) 13,983Mugoye 10.32 (1.47) 2.2 (0.4) 0.32 (0.01) 784 (112) 7,601Bujjumba 8.34 (1.22) 1.7 (0.32) 0.34 (0.01) 530 (78) 6,360
KYAMUSWA COUNTY 5.76 (0.84) 1.2 (0.21) 0.35 (0.01) 0,969 (0,141) 16,826Bubeke 4.85 (1.07) 1 (0.28) 0.38 (0.02) 128 (28) 2,640Bufumira 6.58 (1.04) 1.43 (0.27) 0.35 (0.01) 542 (86) 8,231Kyamuswa 5.67 (1.48) 1.11 (0.36) 0.33 (0.01) 155 (41) 2,737Mazinga 4.49 (1.33) 0.85 (0.29) 0.33 (0.01) 144 (43) 3,218
KIBOGA DISTRICT 34.67 (1.38) 9.53 (0.61) 0.33 (0.83) 73,251 (2,916) 211,282
KIBOGA COUNTY 29.1 (1.24) 7.63 (0.5) 0.35 (0.01) 53,566 (2,283) 184,075Kyankwanzi 38.2 (3.37) 11.72 (1.63) 0.42 (0.02) 3,613 (319) 9,459Wattuba 29.79 (2.03) 7.64 (0.68) 0.3 (0.01) 4,473 (305) 15,014Ntwetwe 26.93 (1.65) 6.62 (0.59) 0.31 (0.01) 6,728 (412) 24,984Nsambya 28.97 (2.06) 7.45 (0.73) 0.31 (0.01) 7,651 (544) 26,409Muwanga 28.33 (1.97) 7.01 (0.66) 0.31 (0.01) 3,633 (253) 12,823Lwamata 37.71 (2.29) 10.09 (0.89) 0.29 (0.01) 3,566 (217) 9,456Butemba 36.12 (2.43) 9.73 (0.97) 0.29 (0.01) 4,991 (336) 13,819Kibiga 26.37 (1.40) 6.72 (0.52) 0.32 (0.01) 5,333 (283) 20,223Kapeke 33.01 (2.26) 8.75 (0.84) 0.31 (0.01) 3,595 (246) 10,891Gayaza 29.43 (2.55) 7.4 (0.88) 0.29 (0.01) 3,056 (265) 10,383Dwaniro 37.56 (2.17) 10.96 (0.99) 0.33 (0.01) 4,067 (235) 10,827Mulagi 24.53 (2.10) 6.24 (0.73) 0.34 (0.01) 2,038 (174) 8,309
LUWERO DISTRICT 30.42 (1.16) 7.67 (0.45) 0.32 (0.87) 126,995 (4,843) 417,472
BAMUNANIKA COUNTY 22.75 (1.25) 5.52 (0.44) 0.33 (0.01) 31,117 (1,710) 136,777Bamunanika 21.61 (1.69) 5.16 (0.55) 0.32 (0.01) 5,249 (410) 24,289Zirobwe 20.24 (1.49) 4.71 (0.48) 0.32 (0.01) 7,222 (532) 35,684Kikyusa 25.85 (1.70) 6.42 (0.61) 0.32 (0.01) 6,268 (412) 24,247Kalagala 18.23 (1.4) 4 (0.44) 0.33 (0.01) 5,948 (457) 32,629Kamira 32.28 (1.72) 8.8 (0.72) 0.32 (0.01) 6,433 (343) 19,928
KATIKAMU COUNTY 14.52 (0.97) 3.22 (0.31) 0.36 (0.01) 23,234 (1,552) 160,013Luwero 22.07 (1.67) 5.04 (0.55) 0.3 (0.01) 6,374 (482) 28,879Nyimbwa 13.28 (1.4) 2.7 (0.37) 0.34 (0.01) 2,455 (259) 18,484Katikamu 15.91 (1.4) 3.44 (0.41) 0.32 (0.01) 4,321 (380) 27,157Butuntumula 26.43 (2.43) 6.22 (0.8) 0.3 (0.01) 4,779 (439) 18,083Makulubita 16.56 (2.13) 3.51 (0.63) 0.3 (0.01) 1,480 (190) 8,935
APPENDIX
IntroductionD
ata and Methods
Spatial Patterns in Poverty and Inequality
References
Appendix
Spatial relationships between
poverty and service provisionC
onclusion and Implications
for Policy and Programs
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-2005 59
NAKASEKE COUNTY 24.81 (1.13) 6.26 (0.46) 0.34 (0.01) 28,503 (1,298) 114,886Kapeeka 18.56 (1.52) 4.31 (0.48) 0.35 (0.01) 2,143 (176) 11,549Kasangombe 22.14 (2.03) 5.02 (0.63) 0.29 (0.01) 1,880 (172) 8,492Kikamulo 27.22 (1.84) 6.78 (0.7) 0.33 (0.01) 6,010 (406) 22,080Nakaseke 24.41 (1.99) 6 (0.79) 0.34 (0.01) 4,700 (383) 19,253Ngoma 36.56 (2.74) 10.71 (1.15) 0.35 (0.01) 6,042 (453) 16,526Semuto 17.36 (1.54) 3.74 (0.45) 0.32 (0.01) 4,333 (384) 24,960Wakyato 28.25 (2.07) 7.58 (0.83) 0.32 (0.01) 3,397 (249) 12,026
MASAKA DISTRICT 29.63 (0.97) 7.4 (0.39) 0.32 (0.7) 203,832 (6,673) 687,923
BUKOMANSIMBICOUNTY 22.33 (1.33) 5.12 (0.44) 0.31 (0.01) 31,564 (1,880) 141,354Kibinge 20.39 (1.56) 4.6 (0.47) 0.32 (0.01) 6,465 (495) 31,707Kitanda 22.9 (1.51) 5.29 (0.49) 0.3 (0.01) 6,051 (399) 26,423Butenga 20.26 (1.54) 4.51 (0.46) 0.31 (0.01) 9,197 (699) 45,397Bigasa 26.05 (1.78) 6.18 (0.6) 0.29 (0.01) 9,854 (673) 37,827
BUKOTO COUNTY 20.06 (1.07) 4.59 (0.36) 0.33 (0.01) 81,607 (4,353) 406,817Kyanamukaaka 22 (1.26) 5.06 (0.4) 0.31 (0.01) 10,019 (574) 45,539Ndagwe 25.84 (1.9) 6 (0.6) 0.29 (0.01) 8,769 (645) 33,936Mukungwe 15.51 (1.18) 3.53 (0.37) 0.34 (0.01) 5,385 (410) 34,721Malongo 27.71 (2.11) 6.77 (0.69) 0.3 (0.01) 9,614 (732) 34,696Bukakata 16.69 (1.49) 3.96 (0.48) 0.38 (0.01) 2,197 (196) 13,162Kyazanga 20.32 (1.33) 4.82 (0.44) 0.34 (0.01) 8,617 (564) 42,407Kkingo 16.77 (1.43) 3.65 (0.43) 0.32 (0.01) 5,809 (495) 34,640Kisekka 17.15 (1.29) 3.75 (0.39) 0.34 (0.01) 7,636 (574) 44,523Kabonera 14.04 (1.33) 2.93 (0.37) 0.33 (0.01) 4,078 (386) 29,046Buwunga 18.36 (1.32) 3.99 (0.41) 0.31 (0.01) 7,067 (508) 38,494Lwengo 22.33 (1.47) 5.13 (0.49) 0.31 (0.01) 12,427 (818) 55,653
KALUNGU COUNTY 19.84 (1.14) 4.51 (0.37) 0.33 (0.01) 30,475 (1,751) 153,602Bukulula 22.94 (1.57) 5.27 (0.52) 0.31 (0.01) 9,462 (648) 41,248Lwabenge 27.72 (1.57) 6.87 (0.59) 0.3 (0.01) 5,976 (338) 21,560Kalungu 15.91 (1.34) 3.41 (0.39) 0.33 (0.01) 7,243 (610) 45,523Kyamuliibwa 21.1 (1.7) 4.71 (0.51) 0.3 (0.01) 6,565 (529) 31,112
MPIGI DISTRICT 29.97 (1.12) 7.55 (0.42) 0.33 (0.77) 117,875 (4,405) 393,310
BUTAMBALA COUNTY 20.71 (1.55) 4.78 (0.48) 0.33 (0.01) 9,194 (0,688) 44,393Kalamba 15.84 (2.34) 3.41 (0.68) 0.3 (0.01) 619 (91) 3,909Kibibi 20.09 (1.91) 4.68 (0.59) 0.35 (0.01) 4,893 (465) 24,354Ngando 22.83 (1.83) 5.27 (0.58) 0.3 (0.01) 3,682 (295) 16,130
GOMBA COUNTY 26.27 (1.47) 6.5 (0.5) 0.31 (0.01) 34,907 (1,953) 132,878
Kabulasoke 26.35 (1.63) 6.46 (0.56) 0.31 (0.01) 11,109 (687) 42,161Kyegonza 23.98 (1.68) 5.66 (0.53) 0.31 (0.01) 8,727 (611) 36,393Maddu 32.79 (1.98) 9.07 (0.79) 0.33 (0.01) 8,155 (492) 24,869Mpenja 23.48 (1.89) 5.4 (0.57) 0.3 (0.01) 6,916 (557) 29,455
APPENDIX
Page 3
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-200560
MAWOKOTA COUNTY 19.53 (1.13) 4.48 (0.36) 0.34 (0.01) 34,354 (1,988) 175,904
Kamengo 22.58 (1.41) 5.27 (0.46) 0.31 (0.01) 6,773 (423) 29,996Nkozi 20.51 (1.69) 4.76 (0.51) 0.35 (0.01) 3,678 (303) 17,931Muduma 16.74 (1.5) 3.74 (0.45) 0.32 (0.01) 3,558 (319) 21,256Mpigi 20.12 (1.69) 4.49 (0.51) 0.31 (0.01) 4,889 (411) 24,298Kiringente 16.01 (1.54) 3.53 (0.43) 0.34 (0.01) 2,029 (195) 12,676Buwama 18.55 (1.19) 4.25 (0.38) 0.33 (0.01) 7,301 (468) 39,356Kituntu 26.55 (1.88) 6.32 (0.58) 0.3 (0.01) 5,351 (379) 20,153
MUBENDE DISTRICT 32.61 (1.12) 8.41 (0.47) 0.32 (0.67) 206,373 (7,088) 632,852
BUSUJJU COUNTY 20.48 (1.21) 4.65 (0.4) 0.32 (0.01) 15,801 (0,934) 77,151
Butayunja 21.07 (2.01) 4.71 (0.61) 0.3 (0.01) 2,233 (213) 10,597Kakindu 18.45 (1.66) 4.01 (0.49) 0.33 (0.01) 3,110 (280) 16,854Maanyi 23.65 (1.43) 5.58 (0.48) 0.31 (0.01) 7,221 (437) 30,532Malangala 16.9 (1.44) 3.69 (0.43) 0.32 (0.01) 3,239 (276) 19,168
BUWEKULA COUNTY 26.67 (1.42) 6.86 (0.53) 0.35 (0.01) 59,395 (3,162) 222,704
Kiyuni 24.05 (1.63) 5.82 (0.53) 0.32 (0.01) 5,094 (345) 21,180Kitenga 30.9 (1.81) 8.05 (0.69) 0.31 (0.01) 11,664 (683) 37,749Kasambya 27.18 (1.73) 7.1 (0.68) 0.32 (0.01) 20,042 (1276) 73,738Butoloogo 37.93 (2.55) 10.24 (0.98) 0.28 (0.01) 5,983 (402) 15,774Bagezza 26.28 (1.55) 6.59 (0.55) 0.33 (0.01) 11,115 (656) 42,293Madudu 28.62 (1.97) 7.29 (0.72) 0.31 (0.01) 4,679 (322) 16,347
KASSANDA COUNTY 26.5 (1.34) 6.54 (0.48) 0.31 (0.01) 48,835 (2,469) 184,283
Bukuya 26.32 (1.5) 6.57 (0.54) 0.32 (0.01) 11,566 (659) 43,943Kassanda 25.69 (1.48) 6.2 (0.49) 0.31 (0.01) 15,296 (881) 59,542Kiganda 30.25 (1.73) 7.85 (0.65) 0.31 (0.01) 11,690 (669) 38,643Myanzi 24.37 (1.39) 5.8 (0.48) 0.3 (0.01) 10,273 (586) 42,155
MITYANA COUNTY 16.57 (1.05) 3.73 (0.32) 0.35 (0.01) 25,507 (1,616) 153,934
Bulera 20.93 (1.42) 4.84 (0.44) 0.32 (0.01) 10,752 (729) 51,371Ssekanyonyi 20.45 (2.45) 4.38 (0.64) 0.3 (0.01) 1,137 (136) 5,558Busimbi 16.56 (1.32) 3.63 (0.39) 0.35 (0.02) 6,996 (558) 42,247Kikandwa 20.92 (1.64) 4.65 (0.48) 0.3 (0.01) 4,515 (354) 21,584
MUKONO DISTRICT 24.24 (1.01) 6.01 (0.36) 0.35 (0.84) 158,836 (6,618) 655,266
BUIKWE COUNTY 18.26 (1.13) 4.4 (0.38) 0.39 (0.01) 42,201 (2,612) 231,113
Ngogwe 23.56 (1.41) 5.68 (0.49) 0.32 (0.01) 7,189 (430) 30,512Wakisi 23.18 (1.66) 5.69 (0.57) 0.33 (0.01) 7,887 (565) 34,026Ssi-Bukunja 23 (1.85) 5.5 (0.6) 0.32 (0.01) 2,296 (185) 9,981Buikwe 25.75 (2.04) 6.32 (0.68) 0.32 (0.01) 6,341 (502) 24,625Najjembe 18.21 (1.83) 4.22 (0.55) 0.33 (0.01) 2,192 (220) 12,035Najja 29.67 (2.56) 7.54 (0.87) 0.31 (0.01) 4,433 (382) 14,940Kawolo 20.82 (1.65) 5.01 (0.53) 0.35 (0.01) 6,484 (514) 31,142
APPENDIX
Page 4
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-200560
MAWOKOTA COUNTY 19.53 (1.13) 4.48 (0.36) 0.34 (0.01) 34,354 (1,988) 175,904
Kamengo 22.58 (1.41) 5.27 (0.46) 0.31 (0.01) 6,773 (423) 29,996Nkozi 20.51 (1.69) 4.76 (0.51) 0.35 (0.01) 3,678 (303) 17,931Muduma 16.74 (1.5) 3.74 (0.45) 0.32 (0.01) 3,558 (319) 21,256Mpigi 20.12 (1.69) 4.49 (0.51) 0.31 (0.01) 4,889 (411) 24,298Kiringente 16.01 (1.54) 3.53 (0.43) 0.34 (0.01) 2,029 (195) 12,676Buwama 18.55 (1.19) 4.25 (0.38) 0.33 (0.01) 7,301 (468) 39,356Kituntu 26.55 (1.88) 6.32 (0.58) 0.3 (0.01) 5,351 (379) 20,153
MUBENDE DISTRICT 32.61 (1.12) 8.41 (0.47) 0.32 (0.67) 206,373 (7,088) 632,852
BUSUJJU COUNTY 20.48 (1.21) 4.65 (0.4) 0.32 (0.01) 15,801 (0,934) 77,151
Butayunja 21.07 (2.01) 4.71 (0.61) 0.3 (0.01) 2,233 (213) 10,597Kakindu 18.45 (1.66) 4.01 (0.49) 0.33 (0.01) 3,110 (280) 16,854Maanyi 23.65 (1.43) 5.58 (0.48) 0.31 (0.01) 7,221 (437) 30,532Malangala 16.9 (1.44) 3.69 (0.43) 0.32 (0.01) 3,239 (276) 19,168
BUWEKULA COUNTY 26.67 (1.42) 6.86 (0.53) 0.35 (0.01) 59,395 (3,162) 222,704
Kiyuni 24.05 (1.63) 5.82 (0.53) 0.32 (0.01) 5,094 (345) 21,180Kitenga 30.9 (1.81) 8.05 (0.69) 0.31 (0.01) 11,664 (683) 37,749Kasambya 27.18 (1.73) 7.1 (0.68) 0.32 (0.01) 20,042 (1276) 73,738Butoloogo 37.93 (2.55) 10.24 (0.98) 0.28 (0.01) 5,983 (402) 15,774Bagezza 26.28 (1.55) 6.59 (0.55) 0.33 (0.01) 11,115 (656) 42,293Madudu 28.62 (1.97) 7.29 (0.72) 0.31 (0.01) 4,679 (322) 16,347
KASSANDA COUNTY 26.5 (1.34) 6.54 (0.48) 0.31 (0.01) 48,835 (2,469) 184,283
Bukuya 26.32 (1.5) 6.57 (0.54) 0.32 (0.01) 11,566 (659) 43,943Kassanda 25.69 (1.48) 6.2 (0.49) 0.31 (0.01) 15,296 (881) 59,542Kiganda 30.25 (1.73) 7.85 (0.65) 0.31 (0.01) 11,690 (669) 38,643Myanzi 24.37 (1.39) 5.8 (0.48) 0.3 (0.01) 10,273 (586) 42,155
MITYANA COUNTY 16.57 (1.05) 3.73 (0.32) 0.35 (0.01) 25,507 (1,616) 153,934
Bulera 20.93 (1.42) 4.84 (0.44) 0.32 (0.01) 10,752 (729) 51,371Ssekanyonyi 20.45 (2.45) 4.38 (0.64) 0.3 (0.01) 1,137 (136) 5,558Busimbi 16.56 (1.32) 3.63 (0.39) 0.35 (0.02) 6,996 (558) 42,247Kikandwa 20.92 (1.64) 4.65 (0.48) 0.3 (0.01) 4,515 (354) 21,584
MUKONO DISTRICT 24.24 (1.01) 6.01 (0.36) 0.35 (0.84) 158,836 (6,618) 655,266
BUIKWE COUNTY 18.26 (1.13) 4.4 (0.38) 0.39 (0.01) 42,201 (2,612) 231,113
Ngogwe 23.56 (1.41) 5.68 (0.49) 0.32 (0.01) 7,189 (430) 30,512Wakisi 23.18 (1.66) 5.69 (0.57) 0.33 (0.01) 7,887 (565) 34,026Ssi-Bukunja 23 (1.85) 5.5 (0.6) 0.32 (0.01) 2,296 (185) 9,981Buikwe 25.75 (2.04) 6.32 (0.68) 0.32 (0.01) 6,341 (502) 24,625Najjembe 18.21 (1.83) 4.22 (0.55) 0.33 (0.01) 2,192 (220) 12,035Najja 29.67 (2.56) 7.54 (0.87) 0.31 (0.01) 4,433 (382) 14,940Kawolo 20.82 (1.65) 5.01 (0.53) 0.35 (0.01) 6,484 (514) 31,142
APPENDIX
IntroductionD
ata and Methods
Spatial Patterns in Poverty and Inequality
References
Appendix
Spatial relationships between
poverty and service provisionC
onclusion and Implications
for Policy and Programs
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-2005 61
BUVUMA ISLANDS COUNTY 18.79 (1.52) 4.62 (0.52) 0.38 (0.01) 7,664 (0,620) 40,785
Bugaya 15.07 (2.09) 3.66 (0.66) 0.39 (0.01) 970 (135) 6,438Busamuzi 22.49 (1.95) 5.65 (0.68) 0.33 (0.01) 2,856 (248) 12,698Bweema 20.5 (2.4) 5.06 (0.81) 0.34 (0.01) 1,313 (154) 6,407Nairambi 16.57 (1.5) 3.97 (0.49) 0.4 (0.02) 2,526 (229) 15,242
MUKONO COUNTY 12.04 (0.86) 2.74 (0.26) 0.38 (0.01) 25,152 (1,797) 208,906Ntenjeru 17.6 (1.27) 4.12 (0.39) 0.34 (0.01) 9,886 (713) 56,172Nama 16.57 (1.41) 3.9 (0.45) 0.34 (0.01) 4,313 (367) 26,031Kkome Islands 10.86 (1.55) 2.43 (0.44) 0.35 (0.01) 981 (140) 9,029Goma 6.89 (0.76) 1.43 (0.19) 0.36 (0.01) 3,020 (333) 43,835Kyampisi 16.4 (1.32) 3.62 (0.4) 0.32 (0.01) 4,758 (383) 29,014
NAKIFUMA COUNTY 20.54 (1.1) 4.79 (0.37) 0.34 (0.01) 34,242 (1,834) 166,711
Kasawo 16.54 (1.3) 3.63 (0.38) 0.33 (0.01) 5,173 (407) 31,278Kimenyedde 22.39 (1.47) 5.34 (0.5) 0.34 (0.01) 7,053 (463) 31,499Nabaale 15.25 (1.17) 3.3 (0.35) 0.35 (0.01) 4,330 (332) 28,391Nagojje 20.22 (1.61) 4.76 (0.5) 0.34 (0.01) 5,781 (460) 28,592Ntunda 21.27 (1.8) 5.02 (0.58) 0.32 (0.01) 2,879 (244) 13,535Seeta-Namuganga 27 (1.84) 6.55 (0.62) 0.3 (0.01) 9,022 (615) 33,416
NAKASONGOLA DISTRICT 24.35 (2.11) 5.85 (0.69) 0.34 (1.09) 29,319 (2,541) 120,406
BURULI COUNTY 31.47 (1.87) 8.75 (0.8) 0.36 (0.01) 40,127 (2,384) 127,510
Lwabyata 38 (3.3) 10.98 (1.4) 0.32 (0.01) 4,109 (357) 10,813Wabinyonyi 37.41 (2.64) 10.71 (1.18) 0.32 (0.01) 5,132 (362) 13,717Nakitoma 33.73 (2.61) 9.41 (1.09) 0.33 (0.01) 3,053 (236) 9,051Lwampanga 20.97 (1.8) 5.3 (0.6) 0.36 (0.01) 4,508 (387) 21,496Kalungi 34.54 (2.64) 9.31 (1.05) 0.31 (0.01) 6,036 (461) 17,474Kalongo 39.34 (3.02) 11.32 (1.29) 0.31 (0.01) 5,422 (416) 13,782Kakooge 29.99 (1.92) 8.38 (0.84) 0.35 (0.01) 6,151 (394) 20,510Nabiswera 33.18 (2.6) 9.49 (1.15) 0.36 (0.01) 4,814 (377) 14,508
RAKAI DISTRICT 31.19 (1.14) 7.74 (0.44) 0.31 (0.65) 140,395 (5,131) 450,127
KABULA COUNTY 26.53 (1.71) 6.69 (0.6) 0.36 (0.01) 15,875 (1,023) 59,839
Kaliiro 30.15 (2.36) 7.68 (0.87) 0.29 (0.01) 4,623 (362) 15,333Kasagama 23.64 (2.7) 5.96 (0.87) 0.33 (0.01) 1,225 (140) 5,183Kinuuka 34.55 (2.76) 8.96 (0.98) 0.31 (0.01) 2,525 (202) 7,307Lyantonde 27.61 (2.6) 6.79 (0.86) 0.3 (0.01) 2,113 (199) 7,653Mpumudde 30.23 (2.6) 7.61 (0.88) 0.29 (0.01) 5,077 (437) 16,795
KAKUUTO COUNTY 25.55 (1.37) 6.29 (0.5) 0.33 (0.01) 19,266 (1,033) 75,404
Kasasa 23.83 (2.1) 5.76 (0.74) 0.31 (0.01) 1,522 (134) 6,385Kyebe 21.95 (1.84) 5.1 (0.58) 0.37 (0.02) 3,427 (287) 15,612Kakuuto 27.83 (1.76) 7.08 (0.66) 0.33 (0.01) 7,009 (443) 25,186Kibanda 30.55 (1.98) 7.92 (0.71) 0.29 (0.01) 4,788 (310) 15,673Kifamba 20.11 (1.81) 4.44 (0.52) 0.3 (0.01) 2,523 (227) 12,548
APPENDIX
Page 5
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-200562
KOOKI COUNTY 27.88 (1.7) 6.93 (0.61) 0.31 (0.01) 50,300 (3,067) 180,416
Byakabanda 29.15 (2.48) 7.56 (1.01) 0.32 (0.01) 4,004 (341) 13,736Ddwaniro 26.61 (2.01) 6.53 (0.69) 0.31 (0.01) 7,345 (555) 27,601Kacheera 31.49 (2.32) 8.21 (0.89) 0.3 (0.01) 5,675 (418) 18,021Kagamba (Buyamba) 29.37 (2.18) 7.15 (0.73) 0.29 (0.01) 8,267 (614) 28,149Kyalulangira 31.49 (2.31) 8.08 (0.85) 0.3 (0.01) 8,969 (658) 28,483Lwamaggwa 28 (1.99) 6.96 (0.71) 0.3 (0.01) 9,429 (670) 33,675Lwanda 22.61 (1.67) 5.19 (0.54) 0.31 (0.01) 5,664 (418) 25,050
KYOTERA COUNTY 19.33 (1.17) 4.33 (0.37) 0.36 (0.01) 25,963 (1,572) 134,317
Kalisizo 14.24 (1.35) 3.14 (0.4) 0.42 (0.01) 3,015 (286) 21,173Nabigasa 19.88 (1.43) 4.45 (0.44) 0.29 (0.01) 3,728 (268) 18,754Lwankoni 22.12 (1.81) 5.1 (0.56) 0.3 (0.01) 3,106 (254) 14,043Kasaali 18.53 (1.74) 4.06 (0.51) 0.31 (0.01) 4,191 (394) 22,617Kabira 26.92 (1.8) 6.3 (0.62) 0.29 (0.01) 7,092 (474) 26,343Kirumba 19.32 (1.48) 4.13 (0.42) 0.31 (0.01) 4,594 (352) 23,776
SSEMBABULE DISTRICT 31.72 (1.38) 8.11 (0.55) 0.32 (0.77) 55,593 (2,419) 175,261
LWEMIYAGA COUNTY 28.34 (1.87) 7.37 (0.72) 0.33 (0.01) 5,465 (0,361) 19,285
Lwemiyaga 31.95 (2.41) 8.52 (0.93) 0.32 (0.01) 3,358 (253) 10,509Ntusi 24.01 (2.11) 5.99 (0.75) 0.33 (0.01) 2,107 (185) 8,776
MAWOGOLA COUNTY 27.15 (1.43) 6.91 (0.56) 0.32 (0.01) 40,566 (2,137) 149,414
Lugusulu 32.61 (2.2) 8.85 (0.86) 0.32 (0.01) 6,989 (471) 21,431Lwebitakuli 28.29 (1.85) 7.27 (0.71) 0.31 (0.01) 13,740 (898) 48,567Mateete 23.6 (1.46) 5.78 (0.56) 0.32 (0.01) 12,196 (754) 51,676Mijwala 29.39 (1.88) 7.34 (0.68) 0.29 (0.01) 7,005 (448) 23,836
KAYUNGA DISTRICT 35.89 (1.67) 9.7 (0.65) 0.32 (0.71) 98,000 (4,560) 273,057
BBAALE COUNTY 32.06 (1.87) 8.5 (0.72) 0.31 (0.01) 33,674 (1,964) 105,035
Galiraaya 34.88 (2.61) 9.69 (1.06) 0.32 (0.01) 5,043 (377) 14,457Kayonza 35.51 (2.26) 9.74 (0.89) 0.3 (0.01) 14,509 (923) 40,859Wabwoko-Kitimbwa 27.49 (1.86) 6.71 (0.64) 0.31 (0.01) 10,870 (735) 39,541Bbaale 31.95 (2.35) 8.78 (0.95) 0.33 (0.01) 3,252 (239) 10,178
NTENJERU COUNTY 23.31 (1.23) 5.75 (0.44) 0.34 (0.01) 43,128 (2,276) 185,019
Busana 31.68 (2.07) 8.2 (0.77) 0.3 (0.01) 15,496 (1013) 48,914Kangulumira 22.82 (1.46) 5.59 (0.51) 0.34 (0.01) 9,995 (639) 43,801Kayunga 21.73 (1.43) 5.12 (0.48) 0.32 (0.01) 7,883 (519) 36,278Nazigo 21.44 (1.35) 5.14 (0.43) 0.33 (0.01) 7,879 (496) 36,749
APPENDIX
Page 6
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-200562
KOOKI COUNTY 27.88 (1.7) 6.93 (0.61) 0.31 (0.01) 50,300 (3,067) 180,416
Byakabanda 29.15 (2.48) 7.56 (1.01) 0.32 (0.01) 4,004 (341) 13,736Ddwaniro 26.61 (2.01) 6.53 (0.69) 0.31 (0.01) 7,345 (555) 27,601Kacheera 31.49 (2.32) 8.21 (0.89) 0.3 (0.01) 5,675 (418) 18,021Kagamba (Buyamba) 29.37 (2.18) 7.15 (0.73) 0.29 (0.01) 8,267 (614) 28,149Kyalulangira 31.49 (2.31) 8.08 (0.85) 0.3 (0.01) 8,969 (658) 28,483Lwamaggwa 28 (1.99) 6.96 (0.71) 0.3 (0.01) 9,429 (670) 33,675Lwanda 22.61 (1.67) 5.19 (0.54) 0.31 (0.01) 5,664 (418) 25,050
KYOTERA COUNTY 19.33 (1.17) 4.33 (0.37) 0.36 (0.01) 25,963 (1,572) 134,317
Kalisizo 14.24 (1.35) 3.14 (0.4) 0.42 (0.01) 3,015 (286) 21,173Nabigasa 19.88 (1.43) 4.45 (0.44) 0.29 (0.01) 3,728 (268) 18,754Lwankoni 22.12 (1.81) 5.1 (0.56) 0.3 (0.01) 3,106 (254) 14,043Kasaali 18.53 (1.74) 4.06 (0.51) 0.31 (0.01) 4,191 (394) 22,617Kabira 26.92 (1.8) 6.3 (0.62) 0.29 (0.01) 7,092 (474) 26,343Kirumba 19.32 (1.48) 4.13 (0.42) 0.31 (0.01) 4,594 (352) 23,776
SSEMBABULE DISTRICT 31.72 (1.38) 8.11 (0.55) 0.32 (0.77) 55,593 (2,419) 175,261
LWEMIYAGA COUNTY 28.34 (1.87) 7.37 (0.72) 0.33 (0.01) 5,465 (0,361) 19,285
Lwemiyaga 31.95 (2.41) 8.52 (0.93) 0.32 (0.01) 3,358 (253) 10,509Ntusi 24.01 (2.11) 5.99 (0.75) 0.33 (0.01) 2,107 (185) 8,776
MAWOGOLA COUNTY 27.15 (1.43) 6.91 (0.56) 0.32 (0.01) 40,566 (2,137) 149,414
Lugusulu 32.61 (2.2) 8.85 (0.86) 0.32 (0.01) 6,989 (471) 21,431Lwebitakuli 28.29 (1.85) 7.27 (0.71) 0.31 (0.01) 13,740 (898) 48,567Mateete 23.6 (1.46) 5.78 (0.56) 0.32 (0.01) 12,196 (754) 51,676Mijwala 29.39 (1.88) 7.34 (0.68) 0.29 (0.01) 7,005 (448) 23,836
KAYUNGA DISTRICT 35.89 (1.67) 9.7 (0.65) 0.32 (0.71) 98,000 (4,560) 273,057
BBAALE COUNTY 32.06 (1.87) 8.5 (0.72) 0.31 (0.01) 33,674 (1,964) 105,035
Galiraaya 34.88 (2.61) 9.69 (1.06) 0.32 (0.01) 5,043 (377) 14,457Kayonza 35.51 (2.26) 9.74 (0.89) 0.3 (0.01) 14,509 (923) 40,859Wabwoko-Kitimbwa 27.49 (1.86) 6.71 (0.64) 0.31 (0.01) 10,870 (735) 39,541Bbaale 31.95 (2.35) 8.78 (0.95) 0.33 (0.01) 3,252 (239) 10,178
NTENJERU COUNTY 23.31 (1.23) 5.75 (0.44) 0.34 (0.01) 43,128 (2,276) 185,019
Busana 31.68 (2.07) 8.2 (0.77) 0.3 (0.01) 15,496 (1013) 48,914Kangulumira 22.82 (1.46) 5.59 (0.51) 0.34 (0.01) 9,995 (639) 43,801Kayunga 21.73 (1.43) 5.12 (0.48) 0.32 (0.01) 7,883 (519) 36,278Nazigo 21.44 (1.35) 5.14 (0.43) 0.33 (0.01) 7,879 (496) 36,749
APPENDIX
IntroductionD
ata and Methods
Spatial Patterns in Poverty and Inequality
References
Appendix
Spatial relationships between
poverty and service provisionC
onclusion and Implications
for Policy and Programs
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-2005 63
WAKISO DISTRICT 13.06 (1.03) 3.17 (0.32) 0.40 (1.51) 105,893 (8,351) 810,820
BUSIRO COUNTY 10.65 (0.8) 2.34 (0.23) 0.37 (0.01) 36,855 (2,768) 346,059
Wakiso 10.57 (1.1) 2.27 (0.29) 0.34 (0.01) 7,037 (732) 66,578Ssisa 9.75 (0.98) 2.08 (0.26) 0.36 (0.01) 4,460 (448) 45,747Nsangi 6.64 (0.77) 1.43 (0.21) 0.36 (0.01) 4,791 (556) 72,158Masulita 16.95 (1.28) 3.88 (0.4) 0.34 (0.01) 3,449 (260) 20,350Katabi 4.65 (0.62) 0.98 (0.16) 0.36 (0.01) 2,611 (348) 56,154Kakiri 17.98 (2.21) 3.89 (0.63) 0.32 (0.01) 2,402 (295) 13,357Kasanje 16.41 (1.27) 3.72 (0.38) 0.34 (0.01) 5,150 (399) 31,382Namayumba 22.66 (1.48) 5.24 (0.51) 0.31 (0.01) 5,894 (385) 26,012
KYADONDO COUNTY 3.77 (0.47) 0.78 (0.12) 0.36 (0.01) 15,951 (1,989) 423,100
Nabweru 3.47 (0.53) 0.73 (0.13) 0.34 (0.01) 3,555 (543) 102,440Nangabo 6.36 (0.79) 1.3 (0.19) 0.35 (0.01) 3,473 (431) 54,610Kira 3 (0.4) 0.63 (0.1) 0.38 (0.02) 3,652 (487) 121,724Gombe 12.47 (1.59) 2.48 (0.41) 0.3 (0.01) 1,158 (148) 9,289Ssabagabo-Makindye 3.07 (0.45) 0.63 (0.11) 0.35 (0.01) 4,146 (608) 135,037
APPENDIX
Page 7
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-200564
EASTERN REGION 38.39 11.07 0.36 (0.02) 2,253,049 (62,797) 5,868,844
BUGIRI DISTRICT 50.89 (1.34) 16.93 (0.95) 0.41 (3.96) 202,507 (5,332) 397,931
BUKOOLI COUNTY 36.43 (1.4) 10.22 (0.6) 0.32 (0.01) 146,532 (5,631) 402,228Iwemba 33.85 (1.84) 9.08 (0.66) 0.3 (0.01) 4,708 (256) 13,908Sigulu Islands 27.98 (1.97) 8.46 (1.04) 0.36 (0.02) 6,879 (484) 24,585Nankoma 41.43 (1.43) 12.55 (0.76) 0.32 (0.01) 12,520 (432) 30,219Nabukalu 37.42 (1.87) 10.17 (0.76) 0.3 (0.01) 9,119 (456) 24,370Bulidha 38.89 (1.9) 10.84 (0.79) 0.3 (0.01) 7,467 (365) 19,201Muterere 39.72 (1.72) 11.17 (0.71) 0.31 (0.01) 8,354 (362) 21,032Mutumba 40.02 (2) 11.13 (0.83) 0.29 (0.01) 11,447 (572) 28,602Kapyanga 31.89 (1.53) 8.66 (0.61) 0.34 (0.01) 13,628 (654) 42,734Buwunga 35.68 (1.36) 9.82 (0.59) 0.32 (0.01) 11,627 (443) 32,588Buluguyi 34.52 (1.72) 10.18 (0.89) 0.32 (0.01) 7,012 (349) 20,314Bulesa 34.34 (1.56) 9.4 (0.64) 0.38 (0.02) 9,644 (438) 28,084Budhaya 39.1 (2.06) 11.49 (0.85) 0.32 (0.01) 8,485 (447) 21,700Banda 39.54 (1.92) 10.97 (0.85) 0.3 (0.01) 12,814 (622) 32,407Buswale 37.36 (1.88) 10.09 (0.75) 0.29 (0.01) 7,276 (366) 19,476Buyinja 36.2 (1.53) 9.87 (0.64) 0.32 (0.01) 15,569 (658) 43,008
BUSIA DISTRICT 50.41 (1.52) 16.33 (0.83) 0.37 (2.64) 97,034 (2,926) 192,490
SAMIA-BUGWE COUNTY 33.13 (1.43) 8.91 (0.58) 0.34 (0.04) 63,969 (2,761) 193,086Buteba 37.28 (1.92) 10.13 (0.73) 0.3 (0.01) 6,732 (347) 18,059Masafu 35.21 (1.5) 9.66 (0.63) 0.32 (0.01) 10,414 (444) 29,576Masaba 30.2 (1.72) 7.81 (0.65) 0.33 (0.01) 5,619 (320) 18,606Lunyo 32.85 (1.66) 8.76 (0.66) 0.32 (0.01) 8,023 (405) 24,423Dabani 33.85 (1.59) 9.27 (0.62) 0.34 (0.01) 5,824 (274) 17,206Busitema 33.21 (1.61) 8.89 (0.64) 0.36 (0.02) 8,180 (397) 24,632Bulumbi 34.79 (1.93) 9.47 (0.71) 0.3 (0.01) 8,266 (459) 23,759Buhehe 29.74 (1.71) 7.91 (0.67) 0.33 (0.01) 4,870 (280) 16,376Lumino 29.54 (1.72) 7.85 (0.69) 0.39 (0.08) 6,041 (352) 20,449
IGANGA DISTRICT 46.24 (1.34) 14.97 (0.93) 0.41 (4.17) 307,387 (8,908) 664,764
BUGWERI COUNTY 34.18 (1.3) 9.95 (0.64) 0.4 (0.04) 41,144 (1,565) 120,374Buyanga 32.21 (1.46) 8.84 (0.6) 0.44 (0.08) 11,194 (507) 34,752Ibulanku 33.56 (1.52) 10.43 (0.91) 0.39 (0.02) 12,904 (584) 38,451Makuutu 39.9 (1.8) 10.97 (0.74) 0.3 (0.01) 8,494 (383) 21,287Namalemba 33.01 (1.65) 9.87 (0.77) 0.4 (0.01) 8,544 (427) 25,884
BUSIKI COUNTY 37.56 (1.32) 10.67 (0.57) 0.35 (0.02) 63,644 (2,237) 169,446Namutumba 30.37 (1.47) 8.19 (0.58) 0.35 (0.01) 10,817 (524) 35,619Bulange 38.48 (1.89) 10.76 (0.76) 0.32 (0.01) 11,329 (556) 29,441Nsinze 38.6 (1.54) 11.32 (0.71) 0.32 (0.01) 7,547 (301) 19,551Kibaale 38.1 (1.55) 10.7 (0.69) 0.33 (0.02) 9,144 (372) 24,001Ivukula 39.31 (1.64) 11.49 (0.71) 0.41 (0.05) 10,689 (446) 27,192Magada 41.98 (1.53) 12.17 (0.67) 0.32 (0.01) 14,123 (515) 33,642
APPENDIX
Page 8
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-200564
EASTERN REGION 38.39 11.07 0.36 (0.02) 2,253,049 (62,797) 5,868,844
BUGIRI DISTRICT 50.89 (1.34) 16.93 (0.95) 0.41 (3.96) 202,507 (5,332) 397,931
BUKOOLI COUNTY 36.43 (1.4) 10.22 (0.6) 0.32 (0.01) 146,532 (5,631) 402,228Iwemba 33.85 (1.84) 9.08 (0.66) 0.3 (0.01) 4,708 (256) 13,908Sigulu Islands 27.98 (1.97) 8.46 (1.04) 0.36 (0.02) 6,879 (484) 24,585Nankoma 41.43 (1.43) 12.55 (0.76) 0.32 (0.01) 12,520 (432) 30,219Nabukalu 37.42 (1.87) 10.17 (0.76) 0.3 (0.01) 9,119 (456) 24,370Bulidha 38.89 (1.9) 10.84 (0.79) 0.3 (0.01) 7,467 (365) 19,201Muterere 39.72 (1.72) 11.17 (0.71) 0.31 (0.01) 8,354 (362) 21,032Mutumba 40.02 (2) 11.13 (0.83) 0.29 (0.01) 11,447 (572) 28,602Kapyanga 31.89 (1.53) 8.66 (0.61) 0.34 (0.01) 13,628 (654) 42,734Buwunga 35.68 (1.36) 9.82 (0.59) 0.32 (0.01) 11,627 (443) 32,588Buluguyi 34.52 (1.72) 10.18 (0.89) 0.32 (0.01) 7,012 (349) 20,314Bulesa 34.34 (1.56) 9.4 (0.64) 0.38 (0.02) 9,644 (438) 28,084Budhaya 39.1 (2.06) 11.49 (0.85) 0.32 (0.01) 8,485 (447) 21,700Banda 39.54 (1.92) 10.97 (0.85) 0.3 (0.01) 12,814 (622) 32,407Buswale 37.36 (1.88) 10.09 (0.75) 0.29 (0.01) 7,276 (366) 19,476Buyinja 36.2 (1.53) 9.87 (0.64) 0.32 (0.01) 15,569 (658) 43,008
BUSIA DISTRICT 50.41 (1.52) 16.33 (0.83) 0.37 (2.64) 97,034 (2,926) 192,490
SAMIA-BUGWE COUNTY 33.13 (1.43) 8.91 (0.58) 0.34 (0.04) 63,969 (2,761) 193,086Buteba 37.28 (1.92) 10.13 (0.73) 0.3 (0.01) 6,732 (347) 18,059Masafu 35.21 (1.5) 9.66 (0.63) 0.32 (0.01) 10,414 (444) 29,576Masaba 30.2 (1.72) 7.81 (0.65) 0.33 (0.01) 5,619 (320) 18,606Lunyo 32.85 (1.66) 8.76 (0.66) 0.32 (0.01) 8,023 (405) 24,423Dabani 33.85 (1.59) 9.27 (0.62) 0.34 (0.01) 5,824 (274) 17,206Busitema 33.21 (1.61) 8.89 (0.64) 0.36 (0.02) 8,180 (397) 24,632Bulumbi 34.79 (1.93) 9.47 (0.71) 0.3 (0.01) 8,266 (459) 23,759Buhehe 29.74 (1.71) 7.91 (0.67) 0.33 (0.01) 4,870 (280) 16,376Lumino 29.54 (1.72) 7.85 (0.69) 0.39 (0.08) 6,041 (352) 20,449
IGANGA DISTRICT 46.24 (1.34) 14.97 (0.93) 0.41 (4.17) 307,387 (8,908) 664,764
BUGWERI COUNTY 34.18 (1.3) 9.95 (0.64) 0.4 (0.04) 41,144 (1,565) 120,374Buyanga 32.21 (1.46) 8.84 (0.6) 0.44 (0.08) 11,194 (507) 34,752Ibulanku 33.56 (1.52) 10.43 (0.91) 0.39 (0.02) 12,904 (584) 38,451Makuutu 39.9 (1.8) 10.97 (0.74) 0.3 (0.01) 8,494 (383) 21,287Namalemba 33.01 (1.65) 9.87 (0.77) 0.4 (0.01) 8,544 (427) 25,884
BUSIKI COUNTY 37.56 (1.32) 10.67 (0.57) 0.35 (0.02) 63,644 (2,237) 169,446Namutumba 30.37 (1.47) 8.19 (0.58) 0.35 (0.01) 10,817 (524) 35,619Bulange 38.48 (1.89) 10.76 (0.76) 0.32 (0.01) 11,329 (556) 29,441Nsinze 38.6 (1.54) 11.32 (0.71) 0.32 (0.01) 7,547 (301) 19,551Kibaale 38.1 (1.55) 10.7 (0.69) 0.33 (0.02) 9,144 (372) 24,001Ivukula 39.31 (1.64) 11.49 (0.71) 0.41 (0.05) 10,689 (446) 27,192Magada 41.98 (1.53) 12.17 (0.67) 0.32 (0.01) 14,123 (515) 33,642
APPENDIX
IntroductionD
ata and Methods
Spatial Patterns in Poverty and Inequality
References
Appendix
Spatial relationships between
poverty and service provisionC
onclusion and Implications
for Policy and Programs
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-2005 65
KIGULU COUNTY 34.64 (1.2) 9.7 (0.51) 0.37 (0.01) 68,756 (2,382) 198,488Bulamagi 30.4 (1.21) 8.32 (0.49) 0.42 (0.02) 12,055 (480) 39,653Nabitende 38.35 (1.63) 10.79 (0.7) 0.32 (0.01) 9,158 (389) 23,881Nakalama 34.56 (1.38) 9.76 (0.63) 0.35 (0.01) 9,077 (362) 26,264Nakigo 33.64 (1.59) 9.65 (0.63) 0.39 (0.03) 8,267 (391) 24,574Nambale 35.78 (1.42) 9.99 (0.57) 0.35 (0.01) 11,461 (455) 32,033Namungalwe 34.04 (1.46) 9.57 (0.59) 0.35 (0.01) 9,739 (418) 28,609Nawandala 38.35 (1.47) 10.64 (0.62) 0.31 (0.01) 9,002 (345) 23,474
LUUKA COUNTY 36.52 (1.28) 10.66 (0.61) 0.39 (0.06) 68,906 (2,415) 188,680Bulongo 32.16 (1.58) 8.9 (0.66) 0.36 (0.03) 9,329 (458) 29,007Waibuga 36.38 (2.07) 10.19 (0.86) 0.48 (0.11) 10,514 (598) 28,901Nawampiti 38.91 (1.8) 10.94 (0.72) 0.31 (0.01) 7,309 (338) 18,785Ikumbya 43.24 (1.89) 14.79 (1.32) 0.34 (0.01) 10,062 (440) 23,271Bukooma 31.83 (1.41) 8.67 (0.53) 0.35 (0.03) 9,419 (417) 29,591Bukanga 37.7 (1.55) 11.41 (0.89) 0.44 (0.1) 12,868 (529) 34,133Irongo 37.66 (1.66) 10.49 (0.7) 0.31 (0.01) 9,412 (415) 24,992
JINJA DISTRICT 28.48 (1.75) 8.31 (0.93) 0.50 (6.79) 84,236 (5,176) 295,773
BUTEMBE COUNTY 27 (1.74) 7.99 (0.76) 0.43 (0.02) 36,332 (2,341) 134,562Busedde 43.33 (2.2) 13.43 (1.21) 0.34 (0.01) 13,689 (695) 31,592Kakira 17.64 (2.21) 4.97 (0.86) 0.45 (0.03) 4,858 (609) 27,542Mafubira 23.57 (1.94) 6.82 (0.77) 0.42 (0.02) 17,778 (1463) 75,428
KAGOMA COUNTY 37.36 (1.52) 10.94 (0.71) 0.37 (0.02) 63,809 (2,596) 170,794Budondo 36.31 (1.89) 10.88 (0.93) 0.41 (0.04) 16,563 (862) 45,616Butagaya 36.73 (1.55) 10.59 (0.69) 0.33 (0.01) 18,127 (765) 49,352Buwenge 35.86 (1.53) 10.27 (0.67) 0.35 (0.01) 17,147 (732) 47,817Buyengo 42.76 (2.07) 12.79 (0.95) 0.37 (0.04) 11,977 (580) 28,009
KAMULI DISTRICT 49.08 (1.57) 16.29 (0.93) 0.40 (2.71) 320,585 (10,255) 653,188
BUDIOPE COUNTY 40.84 (1.4) 11.98 (0.64) 0.33 (0.01) 79,248 (2,717) 194,046Nkondo 42.21 (1.92) 12.36 (0.87) 0.32 (0.01) 7,738 (352) 18,331Buyende 36.65 (1.6) 10.09 (0.68) 0.31 (0.01) 12,891 (563) 35,173Bugaya 37.02 (1.6) 10.21 (0.64) 0.33 (0.02) 20,522 (887) 55,435Kidera 42.43 (1.53) 12.5 (0.73) 0.34 (0.01) 17,088 (616) 40,274Kagulu 46.89 (1.96) 15.02 (1.02) 0.32 (0.01) 21,022 (879) 44,833
BUGABULA COUNTY 35.7 (1.34) 9.95 (0.54) 0.36 (0.06) 78,313 (2,939) 219,364Balawoli 39.26 (1.75) 11.32 (0.76) 0.33 (0.01) 13,116 (585) 33,409Bulopa 38.69 (1.69) 11.24 (0.7) 0.35 (0.01) 6,342 (277) 16,392Butansi 33.46 (1.62) 9.01 (0.59) 0.47 (0.14) 7,521 (364) 22,478Kitayunjwa 33.63 (1.6) 9.56 (0.67) 0.34 (0.01) 14,531 (691) 43,207Nabwigulu 33.78 (1.6) 9.28 (0.59) 0.34 (0.01) 12,145 (575) 35,954Namasagali 36.93 (1.74) 10.01 (0.72) 0.31 (0.01) 8,860 (417) 23,992Namwendwa 35.97 (1.51) 9.79 (0.6) 0.32 (0.01) 15,802 (663) 43,932
APPENDIX
Page 9
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-200566
BULAMOGI COUNTY 42.18 (1.53) 12.5 (0.73) 0.36 (0.01) 65,751 (2,385) 155,881Namugongo 33.04 (1.47) 9.43 (0.62) 0.43 (0.02) 11,375 (506) 34,429Namwiwa 44.96 (1.96) 13.49 (0.9) 0.33 (0.01) 10,917 (476) 24,282Gadumire 44.41 (2.15) 13.2 (0.96) 0.32 (0.01) 10,011 (485) 22,542Bumanya 44.35 (1.86) 13.12 (0.84) 0.31 (0.01) 15,191 (637) 34,252Nawaikoke 45.23 (1.75) 13.62 (0.87) 0.31 (0.01) 18,262 (707) 40,376
BUZAAYA COUNTY 37.13 (1.59) 11.12 (0.76) 0.36 (0.02) 50,039 (2,143) 134,766Bugulumbya 36.46 (1.81) 10.56 (0.88) 0.34 (0.01) 11,567 (574) 31,726Kisozi 33.67 (1.73) 9.97 (0.77) 0.4 (0.05) 13,184 (677) 39,157Mbulamuti 41.66 (2.07) 13.24 (1.11) 0.33 (0.01) 9,858 (490) 23,662Nawanyago 37.27 (2.31) 11.19 (1.16) 0.35 (0.01) 7,984 (495) 21,421Wankole 39.57 (1.77) 11.73 (0.79) 0.33 (0.01) 7,439 (333) 18,800
KAPCHORWA DISTRICT 29.49 (2.12) 7.76 (0.77) 0.36 (4.09) 53,957 (3,879) 182,966
KONGASIS COUNTY 36.63 (1.55) 10.07 (0.63) 0.31 (0.01) 18,135 (0,767) 49,509Bukwa 36.04 (2.18) 10.07 (0.9) 0.33 (0.01) 3,933 (238) 10,914Chesower 35.49 (1.99) 9.32 (0.72) 0.29 (0.01) 3,508 (197) 9,884Kabei 37.53 (1.77) 10.17 (0.69) 0.29 (0.01) 4,247 (200) 11,317Suam 37.07 (2.08) 10.44 (0.83) 0.32 (0.01) 6,448 (362) 17,394
KWEEN COUNTY 37.9 (1.59) 10.84 (0.7) 0.32 (0.01) 25,821 (1,083) 68,128Kwanyiny 39.19 (2.22) 10.94 (0.93) 0.3 (0.01) 4,680 (265) 11,941Ngenge 32.75 (3.37) 9.24 (1.39) 0.32 (0.01) 818 (84) 2,497Binyiny 38.28 (2.34) 11.49 (1.02) 0.32 (0.01) 4,371 (267) 11,419Benet 36.92 (1.57) 10.22 (0.68) 0.3 (0.01) 11,927 (507) 32,305Kaproron 40.4 (3.4) 12.35 (1.58) 0.35 (0.02) 4,026 (339) 9,966
TINGEY COUNTY 35.54 (1.58) 9.75 (0.64) 0.32 (0.01) 23,555 (1,047) 66,278Chema 32.85 (1.88) 8.58 (0.72) 0.31 (0.01) 3,662 (210) 11,147Kaptanya 34.77 (2.11) 9.69 (0.85) 0.34 (0.01) 4,476 (272) 12,873Kaserem 35.71 (2.01) 9.71 (0.73) 0.31 (0.01) 3,970 (223) 11,118Kawowo 38.75 (1.97) 10.98 (0.77) 0.29 (0.01) 3,493 (178) 9,015Sipi 40.25 (2.27) 11.41 (0.96) 0.32 (0.01) 3,431 (193) 8,524Tegeres 33.24 (2.18) 8.95 (0.86) 0.33 (0.01) 4,521 (297) 13,601
KATAKWI DISTRICT 58.91 (1.57) 21.22 (1.09) 0.38 (2.93) 172,914 (4,608) 293,522
AMURIA COUNTY 46 (2.89) 13.5 (1.29) 0.32 (0.01) 55,302 (3,474) 120,222Wera 47.09 (3.03) 14.03 (1.39) 0.33 (0.01) 7,453 (480) 15,828Morungatuny 45.3 (3.09) 13.03 (1.36) 0.3 (0.01) 9,609 (655) 21,211Orungo 47.9 (3.03) 14.31 (1.43) 0.31 (0.01) 8,868 (561) 18,514Asamuk 45.73 (2.97) 13.41 (1.31) 0.32 (0.01) 11,156 (725) 24,395Abarilela 43.5 (2.92) 12.31 (1.17) 0.31 (0.01) 7,750 (520) 17,816Kuju 46.59 (3.05) 13.92 (1.37) 0.32 (0.01) 10,463 (685) 22,458
KAPELEBYONG COUNTY 42.57 (2.69) 12.12 (1.12) 0.31 (0.01) 26,373 (1,667) 61,952Kapelebyong 43.26 (2.58) 12.36 (1.14) 0.31 (0.01) 4,837 (288) 11,181Obalanga 43.36 (3.03) 12.66 (1.26) 0.31 (0.01) 8,017 (560) 18,490Acowa 41.87 (2.75) 11.73 (1.12) 0.31 (0.01) 13,516 (888) 32,281
APPENDIX
Page 10
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-200566
BULAMOGI COUNTY 42.18 (1.53) 12.5 (0.73) 0.36 (0.01) 65,751 (2,385) 155,881Namugongo 33.04 (1.47) 9.43 (0.62) 0.43 (0.02) 11,375 (506) 34,429Namwiwa 44.96 (1.96) 13.49 (0.9) 0.33 (0.01) 10,917 (476) 24,282Gadumire 44.41 (2.15) 13.2 (0.96) 0.32 (0.01) 10,011 (485) 22,542Bumanya 44.35 (1.86) 13.12 (0.84) 0.31 (0.01) 15,191 (637) 34,252Nawaikoke 45.23 (1.75) 13.62 (0.87) 0.31 (0.01) 18,262 (707) 40,376
BUZAAYA COUNTY 37.13 (1.59) 11.12 (0.76) 0.36 (0.02) 50,039 (2,143) 134,766Bugulumbya 36.46 (1.81) 10.56 (0.88) 0.34 (0.01) 11,567 (574) 31,726Kisozi 33.67 (1.73) 9.97 (0.77) 0.4 (0.05) 13,184 (677) 39,157Mbulamuti 41.66 (2.07) 13.24 (1.11) 0.33 (0.01) 9,858 (490) 23,662Nawanyago 37.27 (2.31) 11.19 (1.16) 0.35 (0.01) 7,984 (495) 21,421Wankole 39.57 (1.77) 11.73 (0.79) 0.33 (0.01) 7,439 (333) 18,800
KAPCHORWA DISTRICT 29.49 (2.12) 7.76 (0.77) 0.36 (4.09) 53,957 (3,879) 182,966
KONGASIS COUNTY 36.63 (1.55) 10.07 (0.63) 0.31 (0.01) 18,135 (0,767) 49,509Bukwa 36.04 (2.18) 10.07 (0.9) 0.33 (0.01) 3,933 (238) 10,914Chesower 35.49 (1.99) 9.32 (0.72) 0.29 (0.01) 3,508 (197) 9,884Kabei 37.53 (1.77) 10.17 (0.69) 0.29 (0.01) 4,247 (200) 11,317Suam 37.07 (2.08) 10.44 (0.83) 0.32 (0.01) 6,448 (362) 17,394
KWEEN COUNTY 37.9 (1.59) 10.84 (0.7) 0.32 (0.01) 25,821 (1,083) 68,128Kwanyiny 39.19 (2.22) 10.94 (0.93) 0.3 (0.01) 4,680 (265) 11,941Ngenge 32.75 (3.37) 9.24 (1.39) 0.32 (0.01) 818 (84) 2,497Binyiny 38.28 (2.34) 11.49 (1.02) 0.32 (0.01) 4,371 (267) 11,419Benet 36.92 (1.57) 10.22 (0.68) 0.3 (0.01) 11,927 (507) 32,305Kaproron 40.4 (3.4) 12.35 (1.58) 0.35 (0.02) 4,026 (339) 9,966
TINGEY COUNTY 35.54 (1.58) 9.75 (0.64) 0.32 (0.01) 23,555 (1,047) 66,278Chema 32.85 (1.88) 8.58 (0.72) 0.31 (0.01) 3,662 (210) 11,147Kaptanya 34.77 (2.11) 9.69 (0.85) 0.34 (0.01) 4,476 (272) 12,873Kaserem 35.71 (2.01) 9.71 (0.73) 0.31 (0.01) 3,970 (223) 11,118Kawowo 38.75 (1.97) 10.98 (0.77) 0.29 (0.01) 3,493 (178) 9,015Sipi 40.25 (2.27) 11.41 (0.96) 0.32 (0.01) 3,431 (193) 8,524Tegeres 33.24 (2.18) 8.95 (0.86) 0.33 (0.01) 4,521 (297) 13,601
KATAKWI DISTRICT 58.91 (1.57) 21.22 (1.09) 0.38 (2.93) 172,914 (4,608) 293,522
AMURIA COUNTY 46 (2.89) 13.5 (1.29) 0.32 (0.01) 55,302 (3,474) 120,222Wera 47.09 (3.03) 14.03 (1.39) 0.33 (0.01) 7,453 (480) 15,828Morungatuny 45.3 (3.09) 13.03 (1.36) 0.3 (0.01) 9,609 (655) 21,211Orungo 47.9 (3.03) 14.31 (1.43) 0.31 (0.01) 8,868 (561) 18,514Asamuk 45.73 (2.97) 13.41 (1.31) 0.32 (0.01) 11,156 (725) 24,395Abarilela 43.5 (2.92) 12.31 (1.17) 0.31 (0.01) 7,750 (520) 17,816Kuju 46.59 (3.05) 13.92 (1.37) 0.32 (0.01) 10,463 (685) 22,458
KAPELEBYONG COUNTY 42.57 (2.69) 12.12 (1.12) 0.31 (0.01) 26,373 (1,667) 61,952Kapelebyong 43.26 (2.58) 12.36 (1.14) 0.31 (0.01) 4,837 (288) 11,181Obalanga 43.36 (3.03) 12.66 (1.26) 0.31 (0.01) 8,017 (560) 18,490Acowa 41.87 (2.75) 11.73 (1.12) 0.31 (0.01) 13,516 (888) 32,281
APPENDIX
IntroductionD
ata and Methods
Spatial Patterns in Poverty and Inequality
References
Appendix
Spatial relationships between
poverty and service provisionC
onclusion and Implications
for Policy and Programs
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-2005 67
USUK COUNTY 42.16 (2.67) 12.12 (1.12) 0.32 (0.01) 47,964 (3,038) 113,767Katakwi 44.9 (3.05) 13.2 (1.35) 0.32 (0.01) 11,954 (812) 26,623Omodoi 46.24 (3.2) 14.45 (1.4) 0.32 (0.01) 4,897 (339) 10,591Ongongoja 39.87 (2.88) 10.99 (1.12) 0.31 (0.01) 3,956 (286) 9,921Usuk 40.22 (2.71) 11.54 (1.14) 0.34 (0.02) 7,836 (528) 19,482Toroma 40.71 (3.16) 11.59 (1.33) 0.34 (0.01) 3,875 (301) 9,519Magoro 42.72 (3.13) 12 (1.26) 0.3 (0.01) 5,006 (367) 11,718Kapujan 43.15 (3.11) 12.3 (1.23) 0.31 (0.01) 4,013 (289) 9,301Ngariam 38.7 (2.32) 10.55 (0.93) 0.31 (0.01) 6,429 (385) 16,612
KUMI DISTRICT 57.08 (1.41) 20.02 (0.89) 0.39 (2.35) 216,926 (5,359) 380,039
BUKEDEA COUNTY 43.77 (1.87) 12.77 (0.84) 0.32 (0.01) 54,304 (2,320) 124,067Kachumbala 43.27 (1.79) 12.53 (0.78) 0.33 (0.01) 16,187 (670) 37,410Malera 44.6 (2.35) 12.96 (1.05) 0.3 (0.01) 12,125 (639) 27,186Bukedea 44.83 (2.5) 13.59 (1.13) 0.36 (0.01) 11,252 (627) 25,099Kolir 40.39 (1.85) 11.23 (0.78) 0.31 (0.01) 6,924 (317) 17,144Kidongole 45.37 (1.97) 13.32 (0.9) 0.3 (0.01) 7,816 (339) 17,228
KUMI COUNTY 44.61 (2.06) 13.14 (0.98) 0.41 (0.1) 69,874 (3,227) 156,633Ongino 40.43 (2.33) 11.5 (1.01) 0.52 (0.14) 11,616 (669) 28,732Atutur 45.87 (2.53) 13.75 (1.13) 0.34 (0.01) 9,905 (546) 21,593Kanyum 46.06 (2.48) 13.53 (1.18) 0.42 (0.13) 12,925 (696) 28,062Kumi 47.13 (2.67) 14.11 (1.25) 0.31 (0.01) 11,024 (625) 23,391Mukongoro 40.7 (1.53) 11.48 (0.7) 0.32 (0.01) 13,164 (495) 32,343Nyero 49.97 (2.52) 15.51 (1.28) 0.33 (0.01) 11,249 (567) 22,512
NGORA COUNTY 44.3 (2.27) 13.07 (1.06) 0.37 (0.01) 45,423 (2,328) 102,535Ngora 42.51 (2.39) 12.67 (1.08) 0.45 (0.03) 13,014 (732) 30,613Mukura 44.44 (2.9) 13.05 (1.29) 0.33 (0.01) 11,231 (733) 25,273Kapir 45.27 (2.5) 13.39 (1.17) 0.31 (0.01) 10,217 (564) 22,570Kobwin 45.51 (2.31) 13.3 (1.08) 0.31 (0.01) 10,958 (556) 24,079
MBALE DISTRICT 33.17 (1.49) 9.49 (0.82) 0.40 (3.2) 215,319 (9,672) 649,139
BUBULO COUNTY 33.6 (1.18) 9.01 (0.47) 0.33 (0.01) 89,810 (3,154) 267,291Buwabwala 35.64 (1.5) 9.46 (0.58) 0.3 (0.01) 10,316 (434) 28,944Bubutu 34.36 (1.53) 9.21 (0.6) 0.33 (0.01) 13,613 (606) 39,620Kaato 30 (1.54) 7.83 (0.6) 0.35 (0.01) 3,874 (199) 12,912Sibanga 35.95 (1.48) 9.63 (0.59) 0.32 (0.01) 8,518 (351) 23,693Buwagogo 32.66 (1.56) 9.09 (0.6) 0.38 (0.01) 5,739 (274) 17,572Butiru 31.47 (1.52) 8.3 (0.56) 0.33 (0.01) 12,552 (606) 39,885Bupoto 36.46 (1.53) 10 (0.61) 0.31 (0.01) 9,461 (397) 25,948Bumwoni 32.07 (1.25) 8.77 (0.5) 0.34 (0.01) 9,919 (387) 30,928Bugobero 34.21 (1.59) 9.21 (0.6) 0.32 (0.01) 7,973 (371) 23,307Bumbo 32 (1.79) 8.28 (0.63) 0.3 (0.01) 7,834 (438) 24,482
BUNGOKHO COUNTY 34.89 (1.28) 10.06 (0.57) 0.37 (0.01) 91,738 (3,366) 262,936Bungokho-Mutoto 31 (1.58) 8.75 (0.66) 0.39 (0.02) 11,226 (572) 36,214Namanyonyi 31.51 (3.17) 9 (1.26) 0.39 (0.01) 6,339 (638) 20,118Nakaloke 37.54 (3.32) 11.8 (1.4) 0.44 (0.03) 11,632 (1029) 30,986Busoba 33.29 (1.37) 9.57 (0.58) 0.43 (0.03) 8,633 (355) 25,932
APPENDIX
Page 11
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-200568
Wanale 35.03 (2.24) 9.25 (0.8) 0.29 (0.01) 4,942 (316) 14,107Bungokho 36.22 (1.43) 10.58 (0.77) 0.34 (0.01) 10,936 (432) 30,192Bukyiende 40.29 (1.58) 11.53 (0.74) 0.32 (0.01) 9,487 (372) 23,547Bukonde 36.61 (2.24) 10.59 (0.85) 0.32 (0.01) 6,211 (380) 16,964Bufumbo 34.37 (1.69) 10.12 (0.89) 0.32 (0.01) 10,650 (524) 30,987Busiu 34.5 (1.52) 9.48 (0.68) 0.35 (0.01) 8,818 (388) 25,559Busano 34.44 (1.79) 9.28 (0.7) 0.34 (0.01) 2,869 (149) 8,330
MANJIYA COUNTY 32.82 (1.27) 8.79 (0.51) 0.33 (0.01) 40,727 (1,576) 124,093Bududa 32.67 (1.53) 8.69 (0.61) 0.36 (0.01) 3,915 (183) 11,982Bushika 34.09 (1.71) 9.33 (0.69) 0.33 (0.01) 8,052 (404) 23,621Bumayoka 28.47 (2.13) 7.53 (0.71) 0.34 (0.01) 2,356 (176) 8,276Bulucheke 31.49 (1.64) 8.43 (0.66) 0.34 (0.01) 5,779 (301) 18,351Bukibokolo 34.62 (1.77) 9.11 (0.64) 0.3 (0.01) 5,358 (274) 15,476Bubiita 35.95 (1.69) 9.85 (0.73) 0.31 (0.01) 8,295 (390) 23,073Bukigai 29.92 (1.58) 7.77 (0.56) 0.32 (0.01) 6,976 (368) 23,314
PALLISA DISTRICT 53.23 (1.24) 17.93 (0.67) 0.39 (2.67) 266,049 (6,198) 499,811
BUTEBO COUNTY 45.83 (1.72) 13.68 (0.84) 0.32 (0.01) 43,584 (1,636) 95,099Kibale 42.98 (2.42) 12.32 (1.1) 0.31 (0.01) 9,279 (522) 21,590Butebo 49.12 (2.63) 15.59 (1.31) 0.33 (0.01) 9,356 (501) 19,048Petete 48.39 (2.03) 14.36 (0.91) 0.31 (0.01) 8,417 (353) 17,395Kabwangasi 43.16 (1.71) 12.51 (0.74) 0.33 (0.01) 8,253 (327) 19,122Kakoro 46.1 (2.17) 13.84 (1.11) 0.32 (0.01) 8,272 (389) 17,944
KIBUKU COUNTY 48.51 (1.8) 15.43 (0.97) 0.45 (0.12) 63,343 (2,350) 130,578Bulangira 47.17 (1.88) 14.37 (0.96) 0.54 (0.16) 7,912 (315) 16,773Buseta 49.03 (2.08) 16.54 (1.12) 0.58 (0.15) 12,091 (513) 24,661Kibuku 48.4 (2.66) 14.99 (1.26) 0.33 (0.01) 6,534 (359) 13,501Kadama 45.24 (1.62) 13.19 (0.72) 0.32 (0.01) 10,141 (363) 22,415Tirinyi 50.55 (2.21) 16.71 (1.22) 0.33 (0.01) 10,549 (461) 20,868Kagumu 47.81 (2.27) 14.32 (1.06) 0.31 (0.01) 8,525 (405) 17,830Kirika 52.26 (3.32) 18.15 (2.37) 0.34 (0.02) 7,593 (482) 14,530
PALLISA COUNTY 50 (2.11) 15.84 (1.21) 0.32 (0.01) 70,270 (2,965) 140,539Pallisa 50.58 (2.08) 15.78 (1.11) 0.32 (0.01) 5,422 (223) 10,720Gogonyo 52.79 (2.59) 16.6 (1.33) 0.31 (0.01) 9,019 (443) 17,085Kamuge 47.99 (2.12) 14.69 (1.08) 0.31 (0.01) 7,022 (310) 14,633Puti-puti 54.04 (3.02) 17.41 (1.64) 0.31 (0.01) 9,091 (508) 16,822Kameke 44.35 (1.56) 12.85 (0.72) 0.31 (0.01) 9,198 (324) 20,739Agule 44.41 (2.1) 12.83 (0.94) 0.31 (0.01) 9,443 (447) 21,264Apopong 61.83 (5.95) 23.3 (4.42) 0.33 (0.02) 11,233 (1081) 18,167Kasodo 46.64 (2.48) 14.33 (1.19) 0.34 (0.01) 9,845 (524) 21,109
BUDAKA COUNTY 43.61 (1.55) 13.28 (0.91) 0.37 (0.03) 60,379 (2,146) 138,452Kamonkoli 38.75 (1.56) 11.22 (0.65) 0.37 (0.01) 9,287 (374) 23,967Kameruka 47.24 (2.38) 13.93 (1.07) 0.3 (0.01) 4,654 (234) 9,851Lyama 42.66 (2.04) 12.44 (0.97) 0.46 (0.11) 7,577 (362) 17,761Kaderuna 43.17 (1.61) 12.35 (0.76) 0.32 (0.01) 9,224 (344) 21,366Iki-iki 51.35 (4.29) 18.09 (3.14) 0.35 (0.02) 12,651 (1057) 24,637Budaka 40.02 (1.51) 11.65 (0.67) 0.36 (0.01) 9,280 (350) 23,189Naboa 43.62 (2.04) 13.11 (0.99) 0.33 (0.01) 7,712 (361) 17,681
APPENDIX
Page 12
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-200568
Wanale 35.03 (2.24) 9.25 (0.8) 0.29 (0.01) 4,942 (316) 14,107Bungokho 36.22 (1.43) 10.58 (0.77) 0.34 (0.01) 10,936 (432) 30,192Bukyiende 40.29 (1.58) 11.53 (0.74) 0.32 (0.01) 9,487 (372) 23,547Bukonde 36.61 (2.24) 10.59 (0.85) 0.32 (0.01) 6,211 (380) 16,964Bufumbo 34.37 (1.69) 10.12 (0.89) 0.32 (0.01) 10,650 (524) 30,987Busiu 34.5 (1.52) 9.48 (0.68) 0.35 (0.01) 8,818 (388) 25,559Busano 34.44 (1.79) 9.28 (0.7) 0.34 (0.01) 2,869 (149) 8,330
MANJIYA COUNTY 32.82 (1.27) 8.79 (0.51) 0.33 (0.01) 40,727 (1,576) 124,093Bududa 32.67 (1.53) 8.69 (0.61) 0.36 (0.01) 3,915 (183) 11,982Bushika 34.09 (1.71) 9.33 (0.69) 0.33 (0.01) 8,052 (404) 23,621Bumayoka 28.47 (2.13) 7.53 (0.71) 0.34 (0.01) 2,356 (176) 8,276Bulucheke 31.49 (1.64) 8.43 (0.66) 0.34 (0.01) 5,779 (301) 18,351Bukibokolo 34.62 (1.77) 9.11 (0.64) 0.3 (0.01) 5,358 (274) 15,476Bubiita 35.95 (1.69) 9.85 (0.73) 0.31 (0.01) 8,295 (390) 23,073Bukigai 29.92 (1.58) 7.77 (0.56) 0.32 (0.01) 6,976 (368) 23,314
PALLISA DISTRICT 53.23 (1.24) 17.93 (0.67) 0.39 (2.67) 266,049 (6,198) 499,811
BUTEBO COUNTY 45.83 (1.72) 13.68 (0.84) 0.32 (0.01) 43,584 (1,636) 95,099Kibale 42.98 (2.42) 12.32 (1.1) 0.31 (0.01) 9,279 (522) 21,590Butebo 49.12 (2.63) 15.59 (1.31) 0.33 (0.01) 9,356 (501) 19,048Petete 48.39 (2.03) 14.36 (0.91) 0.31 (0.01) 8,417 (353) 17,395Kabwangasi 43.16 (1.71) 12.51 (0.74) 0.33 (0.01) 8,253 (327) 19,122Kakoro 46.1 (2.17) 13.84 (1.11) 0.32 (0.01) 8,272 (389) 17,944
KIBUKU COUNTY 48.51 (1.8) 15.43 (0.97) 0.45 (0.12) 63,343 (2,350) 130,578Bulangira 47.17 (1.88) 14.37 (0.96) 0.54 (0.16) 7,912 (315) 16,773Buseta 49.03 (2.08) 16.54 (1.12) 0.58 (0.15) 12,091 (513) 24,661Kibuku 48.4 (2.66) 14.99 (1.26) 0.33 (0.01) 6,534 (359) 13,501Kadama 45.24 (1.62) 13.19 (0.72) 0.32 (0.01) 10,141 (363) 22,415Tirinyi 50.55 (2.21) 16.71 (1.22) 0.33 (0.01) 10,549 (461) 20,868Kagumu 47.81 (2.27) 14.32 (1.06) 0.31 (0.01) 8,525 (405) 17,830Kirika 52.26 (3.32) 18.15 (2.37) 0.34 (0.02) 7,593 (482) 14,530
PALLISA COUNTY 50 (2.11) 15.84 (1.21) 0.32 (0.01) 70,270 (2,965) 140,539Pallisa 50.58 (2.08) 15.78 (1.11) 0.32 (0.01) 5,422 (223) 10,720Gogonyo 52.79 (2.59) 16.6 (1.33) 0.31 (0.01) 9,019 (443) 17,085Kamuge 47.99 (2.12) 14.69 (1.08) 0.31 (0.01) 7,022 (310) 14,633Puti-puti 54.04 (3.02) 17.41 (1.64) 0.31 (0.01) 9,091 (508) 16,822Kameke 44.35 (1.56) 12.85 (0.72) 0.31 (0.01) 9,198 (324) 20,739Agule 44.41 (2.1) 12.83 (0.94) 0.31 (0.01) 9,443 (447) 21,264Apopong 61.83 (5.95) 23.3 (4.42) 0.33 (0.02) 11,233 (1081) 18,167Kasodo 46.64 (2.48) 14.33 (1.19) 0.34 (0.01) 9,845 (524) 21,109
BUDAKA COUNTY 43.61 (1.55) 13.28 (0.91) 0.37 (0.03) 60,379 (2,146) 138,452Kamonkoli 38.75 (1.56) 11.22 (0.65) 0.37 (0.01) 9,287 (374) 23,967Kameruka 47.24 (2.38) 13.93 (1.07) 0.3 (0.01) 4,654 (234) 9,851Lyama 42.66 (2.04) 12.44 (0.97) 0.46 (0.11) 7,577 (362) 17,761Kaderuna 43.17 (1.61) 12.35 (0.76) 0.32 (0.01) 9,224 (344) 21,366Iki-iki 51.35 (4.29) 18.09 (3.14) 0.35 (0.02) 12,651 (1057) 24,637Budaka 40.02 (1.51) 11.65 (0.67) 0.36 (0.01) 9,280 (350) 23,189Naboa 43.62 (2.04) 13.11 (0.99) 0.33 (0.01) 7,712 (361) 17,681
APPENDIX
IntroductionD
ata and Methods
Spatial Patterns in Poverty and Inequality
References
Appendix
Spatial relationships between
poverty and service provisionC
onclusion and Implications
for Policy and Programs
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-2005 69
SOROTI DISTRICT 64.06 (1.75) 23.79 (1.19) 0.37 (2.55) 210,443 (5,749) 328,509
KASILO COUNTY 45.7 (1.92) 13.88 (0.92) 0.32 (0.01) 33,072 (1,389) 72,368Pingire 48.14 (2.2) 14.92 (1.09) 0.32 (0.01) 15,628 (714) 32,464Bugondo 44.35 (2.11) 13.73 (1) 0.33 (0.01) 10,034 (477) 22,624Kadungulu 42.88 (1.85) 12.15 (0.78) 0.3 (0.01) 7,410 (320) 17,280
SERERE COUNTY 48.19 (2.29) 14.93 (1.14) 0.34 (0.01) 50,602 (2,405) 105,006Olio 45.06 (2.26) 14.1 (1.12) 0.38 (0.02) 11,109 (557) 24,653Kyere 46.49 (2.29) 13.91 (1.08) 0.32 (0.01) 14,598 (719) 31,400Atiira 45.11 (2.36) 13.17 (1.14) 0.31 (0.01) 6,191 (324) 13,724Kateta 53.08 (2.78) 17.11 (1.42) 0.31 (0.01) 18,700 (979) 35,229
SOROTI COUNTY 46.47 (2.71) 13.69 (1.23) 0.32 (0.01) 70,769 (4,127) 152,290Arapai 44.44 (2.82) 13.04 (1.24) 0.37 (0.03) 11,250 (714) 25,314Asuret 47.82 (2.96) 14.18 (1.35) 0.31 (0.01) 11,887 (736) 24,858Gweri 46.83 (3.02) 13.83 (1.35) 0.31 (0.01) 15,034 (970) 32,103Kamuda 45.74 (2.73) 13.31 (1.21) 0.3 (0.01) 10,552 (630) 23,069Katine 47.42 (2.71) 13.75 (1.22) 0.29 (0.01) 9,848 (563) 20,768Soroti 44.4 (2.81) 13.57 (1.35) 0.35 (0.01) 5,179 (328) 11,664Tubur 48.4 (2.89) 14.25 (1.25) 0.3 (0.01) 7,025 (419) 14,514
TORORO DISTRICT 48.36 (1.14) 15.76 (0.86) 0.46 (10) 243,259 (5,734) 503,017
BUNYOLE COUNTY 37.6 (1.49) 10.39 (0.64) 0.33 (0.01) 60,319 (2,390) 160,424Kachonga 41.01 (1.71) 11.45 (0.73) 0.3 (0.01) 12,401 (517) 30,240Nawanjofu 39.58 (2.21) 10.74 (0.86) 0.29 (0.01) 4,799 (268) 12,124Nazimasa 35.11 (1.49) 9.59 (0.62) 0.35 (0.02) 9,517 (404) 27,105Busolwe 34.16 (1.95) 9.79 (0.8) 0.39 (0.02) 6,882 (393) 20,146Budumba 35.21 (1.7) 9.4 (0.71) 0.32 (0.01) 10,016 (484) 28,446Busaba 41.41 (1.88) 11.8 (0.84) 0.31 (0.01) 6,952 (316) 16,789Butaleja 38.13 (1.7) 10.5 (0.73) 0.31 (0.01) 9,751 (435) 25,574
TORORO COUNTY 35.13 (1.31) 9.79 (0.57) 0.36 (0.02) 48,396 (1,805) 137,763Molo 40.06 (1.68) 11.36 (0.75) 0.31 (0.01) 5,355 (225) 13,368Mukuju 36.65 (1.65) 9.99 (0.72) 0.34 (0.02) 10,535 (474) 28,744Merikit 35.2 (1.66) 9.39 (0.68) 0.32 (0.01) 6,377 (301) 18,116Mella 32.86 (1.54) 9.55 (0.75) 0.37 (0.02) 8,478 (397) 25,801Kwapa 39.92 (1.93) 11.75 (0.84) 0.34 (0.02) 6,389 (309) 16,005Osukuru 31.53 (1.43) 8.52 (0.57) 0.41 (0.03) 11,265 (511) 35,729
WEST BUDAMA (KISOKO) 34.2 (1.43) 9.25 (0.57) 0.34 (0.01) 71,962 (3,009) 210,414Kirewa 32.72 (1.8) 8.47 (0.67) 0.31 (0.01) 6,901 (380) 21,092Nagongera 32.32 (1.54) 9.33 (0.6) 0.39 (0.02) 9,130 (435) 28,248Rubongi 32.81 (1.59) 8.89 (0.64) 0.38 (0.02) 9,512 (461) 28,990Petta 35.93 (1.81) 9.44 (0.68) 0.3 (0.01) 4,270 (215) 11,884Paya 37.24 (2.14) 10.52 (1.02) 0.32 (0.01) 11,782 (677) 31,637Nabuyoga 35.03 (1.86) 9.33 (0.71) 0.32 (0.01) 7,160 (380) 20,441Kisoko 36.43 (1.55) 9.88 (0.61) 0.32 (0.01) 5,569 (237) 15,287Iyolwa 32.9 (1.72) 8.52 (0.63) 0.31 (0.01) 8,098 (423) 24,615Mulanda 33.82 (1.55) 8.88 (0.58) 0.32 (0.01) 9,544 (437) 28,220
APPENDIX
Page 13
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-200570
KABERAMAIDO DISTRICT 58.85 (1.69) 20.58 (1.1) 0.35 (1.52) 76,039 (2,184) 129,208
KABERAMAIDO COUNTY 44.17 (2.4) 12.75 (1.06) 0.31 (0.01) 27,054 (1,470) 61,249Alwa 45.34 (2.74) 13.42 (1.24) 0.3 (0.01) 7,097 (429) 15,652Kaberamaido 43.24 (2.32) 12.28 (1.01) 0.31 (0.01) 8,434 (453) 19,506Kobulubulu 43.19 (2.32) 12.28 (1) 0.3 (0.01) 5,012 (269) 11,605Ochero 44.96 (2.85) 13.03 (1.21) 0.31 (0.01) 6,513 (413) 14,486
KALAKI COUNTY 43.87 (2.28) 12.64 (1) 0.32 (0.01) 30,257 (1,573) 68,970Bululu 45.49 (2.68) 13.22 (1.19) 0.3 (0.01) 5,522 (325) 12,140Kalaki 41.38 (2.27) 11.5 (0.92) 0.31 (0.01) 7,442 (408) 17,984Otuboi 44.24 (2.54) 13.05 (1.14) 0.34 (0.01) 10,606 (609) 23,974Anyara 44.96 (2.33) 12.89 (1) 0.3 (0.01) 6,686 (347) 14,872
MAYUGE DISTRICT 44.95 (1.43) 14.45 (0.9) 0.41 (3.12) 141,169 (4,491) 314,058
BUNYA COUNTY 36.33 (1.4) 10.5 (0.62) 0.38 (0.03) 116,618 (4,494) 320,997Baitambogwe 36 (1.49) 10.86 (0.73) 0.42 (0.05) 21,830 (904) 60,639Buwaaya 36.77 (1.48) 10.17 (0.6) 0.33 (0.02) 13,178 (530) 35,839Immanyiro 35.71 (1.5) 10.34 (0.69) 0.44 (0.08) 17,766 (746) 49,752Kigandalo 37.38 (1.77) 10.48 (0.7) 0.31 (0.01) 23,109 (1094) 61,823Kityerera 36.74 (1.49) 11.02 (0.69) 0.36 (0.02) 22,796 (925) 62,047Malongo 35.22 (1.7) 9.88 (0.7) 0.34 (0.01) 17,926 (865) 50,897
SIRONKO DISTRICT 32.13 (1.65) 8.99 (0.71) 0.37 (3.39) 87,378 (4,487) 271,950
BUDADIRI COUNTY 32.24 (1.18) 8.69 (0.49) 0.34 (0.01) 56,807 (2,079) 176,200Buteza 30.63 (1.64) 7.88 (0.62) 0.31 (0.01) 6,184 (331) 20,190Bukhulo 38.92 (2.07) 11.5 (0.9) 0.41 (0.04) 5,076 (270) 13,043Zesui 32.2 (1.9) 8.53 (0.7) 0.31 (0.01) 5,719 (337) 17,761Buwalasi 31.58 (1.52) 8.53 (0.66) 0.34 (0.02) 9,789 (471) 30,998Butandiga 34.76 (1.71) 9.28 (0.67) 0.31 (0.01) 6,777 (333) 19,497Busulani 27.56 (1.61) 7.28 (0.61) 0.39 (0.02) 4,575 (267) 16,599Bumasifwa 30.52 (1.94) 8.11 (0.73) 0.36 (0.03) 4,553 (289) 14,919Buhugu 34.2 (1.55) 9.55 (0.79) 0.33 (0.01) 8,522 (386) 24,917Buyobo 30.71 (1.59) 7.94 (0.58) 0.32 (0.01) 5,613 (291) 18,276
BULAMBULI COUNTY 34.68 (1.48) 9.85 (0.7) 0.33 (0.01) 34,099 (1,455) 98,324Muyembe 29.95 (1.7) 7.87 (0.6) 0.35 (0.01) 3,516 (200) 11,739Buginyanya 30.26 (1.97) 8.06 (0.76) 0.33 (0.01) 2,710 (176) 8,957Bukhalu 41.35 (2.03) 12.34 (1.05) 0.32 (0.01) 5,746 (282) 13,895Bulago 35.33 (1.84) 9.42 (0.69) 0.31 (0.01) 4,298 (224) 12,165Bulegeni 31.55 (1.89) 8.25 (0.71) 0.31 (0.01) 4,010 (240) 12,710Buluganya 31.99 (2.51) 9.23 (1.3) 0.35 (0.03) 5,103 (400) 15,951Bunambutye 42.7 (2.65) 12.34 (1.23) 0.3 (0.01) 3,535 (219) 8,279Masiira 37.24 (2.15) 12.83 (1.29) 0.33 (0.01) 2,279 (132) 6,119Sisiyi 34.08 (2.53) 9.99 (1.42) 0.33 (0.01) 2,900 (215) 8,509
APPENDIX
Page 14
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-200570
KABERAMAIDO DISTRICT 58.85 (1.69) 20.58 (1.1) 0.35 (1.52) 76,039 (2,184) 129,208
KABERAMAIDO COUNTY 44.17 (2.4) 12.75 (1.06) 0.31 (0.01) 27,054 (1,470) 61,249Alwa 45.34 (2.74) 13.42 (1.24) 0.3 (0.01) 7,097 (429) 15,652Kaberamaido 43.24 (2.32) 12.28 (1.01) 0.31 (0.01) 8,434 (453) 19,506Kobulubulu 43.19 (2.32) 12.28 (1) 0.3 (0.01) 5,012 (269) 11,605Ochero 44.96 (2.85) 13.03 (1.21) 0.31 (0.01) 6,513 (413) 14,486
KALAKI COUNTY 43.87 (2.28) 12.64 (1) 0.32 (0.01) 30,257 (1,573) 68,970Bululu 45.49 (2.68) 13.22 (1.19) 0.3 (0.01) 5,522 (325) 12,140Kalaki 41.38 (2.27) 11.5 (0.92) 0.31 (0.01) 7,442 (408) 17,984Otuboi 44.24 (2.54) 13.05 (1.14) 0.34 (0.01) 10,606 (609) 23,974Anyara 44.96 (2.33) 12.89 (1) 0.3 (0.01) 6,686 (347) 14,872
MAYUGE DISTRICT 44.95 (1.43) 14.45 (0.9) 0.41 (3.12) 141,169 (4,491) 314,058
BUNYA COUNTY 36.33 (1.4) 10.5 (0.62) 0.38 (0.03) 116,618 (4,494) 320,997Baitambogwe 36 (1.49) 10.86 (0.73) 0.42 (0.05) 21,830 (904) 60,639Buwaaya 36.77 (1.48) 10.17 (0.6) 0.33 (0.02) 13,178 (530) 35,839Immanyiro 35.71 (1.5) 10.34 (0.69) 0.44 (0.08) 17,766 (746) 49,752Kigandalo 37.38 (1.77) 10.48 (0.7) 0.31 (0.01) 23,109 (1094) 61,823Kityerera 36.74 (1.49) 11.02 (0.69) 0.36 (0.02) 22,796 (925) 62,047Malongo 35.22 (1.7) 9.88 (0.7) 0.34 (0.01) 17,926 (865) 50,897
SIRONKO DISTRICT 32.13 (1.65) 8.99 (0.71) 0.37 (3.39) 87,378 (4,487) 271,950
BUDADIRI COUNTY 32.24 (1.18) 8.69 (0.49) 0.34 (0.01) 56,807 (2,079) 176,200Buteza 30.63 (1.64) 7.88 (0.62) 0.31 (0.01) 6,184 (331) 20,190Bukhulo 38.92 (2.07) 11.5 (0.9) 0.41 (0.04) 5,076 (270) 13,043Zesui 32.2 (1.9) 8.53 (0.7) 0.31 (0.01) 5,719 (337) 17,761Buwalasi 31.58 (1.52) 8.53 (0.66) 0.34 (0.02) 9,789 (471) 30,998Butandiga 34.76 (1.71) 9.28 (0.67) 0.31 (0.01) 6,777 (333) 19,497Busulani 27.56 (1.61) 7.28 (0.61) 0.39 (0.02) 4,575 (267) 16,599Bumasifwa 30.52 (1.94) 8.11 (0.73) 0.36 (0.03) 4,553 (289) 14,919Buhugu 34.2 (1.55) 9.55 (0.79) 0.33 (0.01) 8,522 (386) 24,917Buyobo 30.71 (1.59) 7.94 (0.58) 0.32 (0.01) 5,613 (291) 18,276
BULAMBULI COUNTY 34.68 (1.48) 9.85 (0.7) 0.33 (0.01) 34,099 (1,455) 98,324Muyembe 29.95 (1.7) 7.87 (0.6) 0.35 (0.01) 3,516 (200) 11,739Buginyanya 30.26 (1.97) 8.06 (0.76) 0.33 (0.01) 2,710 (176) 8,957Bukhalu 41.35 (2.03) 12.34 (1.05) 0.32 (0.01) 5,746 (282) 13,895Bulago 35.33 (1.84) 9.42 (0.69) 0.31 (0.01) 4,298 (224) 12,165Bulegeni 31.55 (1.89) 8.25 (0.71) 0.31 (0.01) 4,010 (240) 12,710Buluganya 31.99 (2.51) 9.23 (1.3) 0.35 (0.03) 5,103 (400) 15,951Bunambutye 42.7 (2.65) 12.34 (1.23) 0.3 (0.01) 3,535 (219) 8,279Masiira 37.24 (2.15) 12.83 (1.29) 0.33 (0.01) 2,279 (132) 6,119Sisiyi 34.08 (2.53) 9.99 (1.42) 0.33 (0.01) 2,900 (215) 8,509
APPENDIX
IntroductionD
ata and Methods
Spatial Patterns in Poverty and Inequality
References
Appendix
Spatial relationships between
poverty and service provisionC
onclusion and Implications
for Policy and Programs
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-2005 71
NORTHERN REGION 64.79 23.56 0.31 (0.01) 3,134,974 (69,677) 4,838,669
ADJUMANI DISTRICT 68.16 (1.98) 25.71 (1.21) 0.36 (2) 98,071 (2,849) 143,884
EAST MOYO COUNTY 61.63 (1.67) 20.31 (0.92) 0.3 (0.01) 89,182 (2,417) 144,705
Ciforo 63.45 (1.98) 20.72 (1.06) 0.28 (0.01) 19,805 (618) 31,214Dzaipi 52.5 (1.96) 15.36 (0.92) 0.28 (0.01) 14,778 (552) 28,148Ofua 65.03 (1.95) 21.83 (1.04) 0.28 (0.01) 17,686 (530) 27,197Pakelle 61.53 (1.91) 21.04 (1.18) 0.32 (0.01) 16,207 (503) 26,340Adropi 65.07 (1.85) 22.36 (1.07) 0.31 (0.01) 20,696 (588) 31,806
APAC DISTRICT 51.3 (2.4) 16.74 (1.06) 0.32 (1.1) 347,292 (16,248) 676,982
KOLE COUNTY 52.53 (2.08) 15.55 (0.9) 0.28 (0.01) 87,696 (3,472) 166,945
Aboke 48.2 (2.06) 13.38 (0.87) 0.28 (0.01) 16,021 (685) 33,239Akalo 45.01 (2.91) 12.84 (1.18) 0.28 (0.01) 9,171 (593) 20,375Alito 52.67 (2.47) 14.8 (0.99) 0.26 (0.01) 27,017 (1267) 51,295Ayer 57.29 (1.95) 18.63 (0.96) 0.29 (0.01) 18,089 (616) 31,575Bala 57.1 (2.14) 17.81 (1.04) 0.29 (0.01) 17,393 (652) 30,461
KWANIA COUNTY 52.65 (2.2) 15.57 (0.98) 0.29 (0.01) 68,404 (2,858) 129,922
Inomo 47.22 (2.29) 12.83 (0.96) 0.28 (0.01) 10,444 (507) 22,118Nambieso 52.57 (2.36) 15 (1.05) 0.27 (0.01) 17,611 (791) 33,500Abongomola 55.35 (2.65) 16.22 (1.19) 0.27 (0.01) 14,806 (709) 26,750Aduku 52.18 (2.01) 17.22 (1.08) 0.34 (0.01) 13,791 (531) 26,429Chawente 55.67 (2.62) 16.47 (1.13) 0.26 (0.01) 11,760 (553) 21,125
MARUZI COUNTY 49.22 (2.17) 14.31 (1) 0.29 (0.01) 55,478 (2,446) 112,715
Apac 56.62 (2.56) 17.82 (1.44) 0.29 (0.01) 20,054 (907) 35,418Cegere 47.26 (2.67) 12.87 (1.06) 0.27 (0.01) 11,820 (668) 25,011Ibuje 46.46 (2.5) 12.64 (1.02) 0.29 (0.01) 11,602 (624) 24,972Akokoro 43.93 (2.2) 12.6 (0.96) 0.31 (0.01) 11,999 (601) 27,314
OYAM COUNTY 53.22 (2.06) 16.14 (0.93) 0.29 (0.01) 143,898 (5,570) 270,383
Aber 54.65 (1.96) 16.39 (0.93) 0.28 (0.01) 28,238 (1013) 51,671Otwal 58.77 (2.06) 19.21 (1.12) 0.28 (0.01) 22,224 (779) 37,815Ngai 57.87 (2.26) 17.59 (1.15) 0.27 (0.01) 20,461 (799) 35,357Minakulu 40.9 (2.56) 11.06 (1.01) 0.3 (0.01) 16,724 (1047) 40,889Loro 54.5 (2.32) 17.63 (1.12) 0.3 (0.01) 22,302 (949) 40,921Acaba 52.39 (2.41) 15.38 (1.04) 0.28 (0.01) 16,470 (758) 31,437Iceme 54.14 (2.32) 15.84 (1) 0.27 (0.01) 17,483 (749) 32,293
ARUA DISTRICT 54.17 (2.71) 19.3 (1.33) 0.41 (7.05) 401,534 (20,088) 741,248
AYIVU COUNTY 50.21 (2.53) 15.64 (1.18) 0.34 (0.01) 86,740 (4,371) 172,754
Oluko 41.39 (2.63) 12.53 (1.28) 0.35 (0.02) 11,482 (730) 27,742Aroi 51.74 (3.43) 15.27 (1.39) 0.28 (0.01) 9,887 (655) 19,109Pajulu 44.21 (2.53) 13.58 (1.21) 0.35 (0.02) 15,373 (880) 34,773
APPENDIX
Page 15
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-200572
Dadamu 41.29 (2.86) 12.64 (1.34) 0.37 (0.02) 10,898 (755) 26,395Adumi 64.27 (2.91) 21.33 (1.51) 0.28 (0.01) 26,624 (1205) 41,425Manibe 53.52 (3.16) 15.96 (1.44) 0.29 (0.01) 12,476 (737) 23,310
KOBOKO COUNTY 61.16 (2.77) 21.08 (1.58) 0.31 (0.01) 60,759 (2,752) 99,345
Kuluba 60 (2.65) 19.63 (1.49) 0.3 (0.01) 10,866 (480) 18,110Lobule 65.98 (2.31) 24.18 (1.42) 0.32 (0.01) 23,312 (816) 35,332Ludara 60.61 (3.64) 22.19 (2.41) 0.33 (0.02) 11,170 (671) 18,429Midia 56.08 (3.56) 17.29 (1.65) 0.29 (0.01) 15,407 (978) 27,474
MADI-OKOLLO COUNTY 53.15 (2.55) 16.91 (1.22) 0.31 (0.01) 50,075 (2,402) 94,215
Offaka 54.3 (3.52) 19.02 (2.02) 0.32 (0.01) 9,777 (634) 18,006Uleppi 49.73 (2.23) 15.29 (0.91) 0.31 (0.01) 3,134 (141) 6,303Rigbo 56.45 (3.18) 17.99 (1.56) 0.31 (0.01) 16,003 (901) 28,349Rhino Camp 54.06 (2.62) 16.36 (1.18) 0.3 (0.01) 8,481 (411) 15,688Ogoko 52.17 (3.11) 16.69 (1.42) 0.31 (0.01) 7,178 (428) 13,759Okollo 45.45 (3.01) 13.03 (1.21) 0.3 (0.01) 5,504 (365) 12,110
MARACHA COUNTY 54.05 (2.34) 16.78 (1.07) 0.3 (0.01) 79,089 (3,424) 146,325
Tara 55.99 (2.83) 17.19 (1.44) 0.28 (0.01) 7,921 (400) 14,148Kijomoro 59.34 (2.47) 20.56 (1.24) 0.31 (0.01) 15,276 (636) 25,743Oluffe 48.67 (2.5) 14.18 (1.05) 0.3 (0.01) 8,348 (429) 17,153Yivu 49.05 (3.25) 13.77 (1.35) 0.27 (0.01) 9,624 (638) 19,620Oluvu 60.06 (2.06) 18.76 (1) 0.27 (0.01) 14,428 (495) 24,022Nyadri 50.96 (2.92) 14.87 (1.27) 0.29 (0.01) 11,331 (649) 22,235Oleba 51.97 (2.46) 16.58 (1.11) 0.32 (0.01) 12,163 (576) 23,404
TEREGO COUNTY 57.89 (1.96) 18.1 (0.97) 0.29 (0.01) 91,139 (3,086) 157,435
Aii-Vu 58 (2.29) 17.78 (1.07) 0.28 (0.01) 17,299 (683) 29,825Beleafe 47.85 (2.7) 13.74 (1.08) 0.3 (0.01) 6,654 (375) 13,906Katrini 44.14 (3.07) 12.29 (1.22) 0.29 (0.01) 11,777 (819) 26,680Odupi 67.82 (1.63) 22.88 (0.98) 0.27 (0.01) 26,132 (628) 38,532Omugo 60.75 (2.27) 19.4 (1.24) 0.28 (0.01) 19,187 (717) 31,583Uriama 59.71 (2.47) 18.08 (1.13) 0.27 (0.01) 10,096 (418) 16,909
VURRA COUNTY 47.82 (2.2) 14.19 (0.91) 0.31 (0.01) 43,971 (2,023) 91,951
Logiri 52.11 (3.05) 14.87 (1.22) 0.26 (0.01) 12,489 (731) 23,966Vurra 38.42 (2.43) 10.96 (0.93) 0.32 (0.01) 12,099 (765) 31,491Ajia 55.42 (3.03) 16.85 (1.41) 0.28 (0.01) 10,502 (574) 18,950Arivu 50.63 (2.25) 16.19 (1.1) 0.33 (0.01) 8,883 (395) 17,544
GULU DISTRICT 67.11 (1.76) 25.81 (1.13) 0.37 (2.16) 238,296 (6,249) 355,082
ASWA COUNTY 70.84 (1.78) 26.53 (1.26) 0.3 (0.01) 52,504 (1,319) 74,116
Awach 76.81 (2.07) 30.5 (1.64) 0.29 (0.01) 8,795 (237) 11,450Bungatira 69.97 (2) 25.82 (1.42) 0.3 (0.01) 16,277 (465) 23,263Paicho 66.71 (2.05) 24.93 (1.3) 0.31 (0.01) 16,217 (498) 24,310Palaro 77.15 (1.94) 28.64 (1.33) 0.26 (0.01) 5,054 (127) 6,551Patiko 72.11 (2.03) 26.11 (1.43) 0.28 (0.01) 6,160 (173) 8,542
APPENDIX
Page 16
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-200572
Dadamu 41.29 (2.86) 12.64 (1.34) 0.37 (0.02) 10,898 (755) 26,395Adumi 64.27 (2.91) 21.33 (1.51) 0.28 (0.01) 26,624 (1205) 41,425Manibe 53.52 (3.16) 15.96 (1.44) 0.29 (0.01) 12,476 (737) 23,310
KOBOKO COUNTY 61.16 (2.77) 21.08 (1.58) 0.31 (0.01) 60,759 (2,752) 99,345
Kuluba 60 (2.65) 19.63 (1.49) 0.3 (0.01) 10,866 (480) 18,110Lobule 65.98 (2.31) 24.18 (1.42) 0.32 (0.01) 23,312 (816) 35,332Ludara 60.61 (3.64) 22.19 (2.41) 0.33 (0.02) 11,170 (671) 18,429Midia 56.08 (3.56) 17.29 (1.65) 0.29 (0.01) 15,407 (978) 27,474
MADI-OKOLLO COUNTY 53.15 (2.55) 16.91 (1.22) 0.31 (0.01) 50,075 (2,402) 94,215
Offaka 54.3 (3.52) 19.02 (2.02) 0.32 (0.01) 9,777 (634) 18,006Uleppi 49.73 (2.23) 15.29 (0.91) 0.31 (0.01) 3,134 (141) 6,303Rigbo 56.45 (3.18) 17.99 (1.56) 0.31 (0.01) 16,003 (901) 28,349Rhino Camp 54.06 (2.62) 16.36 (1.18) 0.3 (0.01) 8,481 (411) 15,688Ogoko 52.17 (3.11) 16.69 (1.42) 0.31 (0.01) 7,178 (428) 13,759Okollo 45.45 (3.01) 13.03 (1.21) 0.3 (0.01) 5,504 (365) 12,110
MARACHA COUNTY 54.05 (2.34) 16.78 (1.07) 0.3 (0.01) 79,089 (3,424) 146,325
Tara 55.99 (2.83) 17.19 (1.44) 0.28 (0.01) 7,921 (400) 14,148Kijomoro 59.34 (2.47) 20.56 (1.24) 0.31 (0.01) 15,276 (636) 25,743Oluffe 48.67 (2.5) 14.18 (1.05) 0.3 (0.01) 8,348 (429) 17,153Yivu 49.05 (3.25) 13.77 (1.35) 0.27 (0.01) 9,624 (638) 19,620Oluvu 60.06 (2.06) 18.76 (1) 0.27 (0.01) 14,428 (495) 24,022Nyadri 50.96 (2.92) 14.87 (1.27) 0.29 (0.01) 11,331 (649) 22,235Oleba 51.97 (2.46) 16.58 (1.11) 0.32 (0.01) 12,163 (576) 23,404
TEREGO COUNTY 57.89 (1.96) 18.1 (0.97) 0.29 (0.01) 91,139 (3,086) 157,435
Aii-Vu 58 (2.29) 17.78 (1.07) 0.28 (0.01) 17,299 (683) 29,825Beleafe 47.85 (2.7) 13.74 (1.08) 0.3 (0.01) 6,654 (375) 13,906Katrini 44.14 (3.07) 12.29 (1.22) 0.29 (0.01) 11,777 (819) 26,680Odupi 67.82 (1.63) 22.88 (0.98) 0.27 (0.01) 26,132 (628) 38,532Omugo 60.75 (2.27) 19.4 (1.24) 0.28 (0.01) 19,187 (717) 31,583Uriama 59.71 (2.47) 18.08 (1.13) 0.27 (0.01) 10,096 (418) 16,909
VURRA COUNTY 47.82 (2.2) 14.19 (0.91) 0.31 (0.01) 43,971 (2,023) 91,951
Logiri 52.11 (3.05) 14.87 (1.22) 0.26 (0.01) 12,489 (731) 23,966Vurra 38.42 (2.43) 10.96 (0.93) 0.32 (0.01) 12,099 (765) 31,491Ajia 55.42 (3.03) 16.85 (1.41) 0.28 (0.01) 10,502 (574) 18,950Arivu 50.63 (2.25) 16.19 (1.1) 0.33 (0.01) 8,883 (395) 17,544
GULU DISTRICT 67.11 (1.76) 25.81 (1.13) 0.37 (2.16) 238,296 (6,249) 355,082
ASWA COUNTY 70.84 (1.78) 26.53 (1.26) 0.3 (0.01) 52,504 (1,319) 74,116
Awach 76.81 (2.07) 30.5 (1.64) 0.29 (0.01) 8,795 (237) 11,450Bungatira 69.97 (2) 25.82 (1.42) 0.3 (0.01) 16,277 (465) 23,263Paicho 66.71 (2.05) 24.93 (1.3) 0.31 (0.01) 16,217 (498) 24,310Palaro 77.15 (1.94) 28.64 (1.33) 0.26 (0.01) 5,054 (127) 6,551Patiko 72.11 (2.03) 26.11 (1.43) 0.28 (0.01) 6,160 (173) 8,542
APPENDIX
IntroductionD
ata and Methods
Spatial Patterns in Poverty and Inequality
References
Appendix
Spatial relationships between
poverty and service provisionC
onclusion and Implications
for Policy and Programs
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-2005 73
KILAK COUNTY 76.45 (1.55) 29.48 (1.2) 0.28 (0.01) 105,006 (2,129) 137,352
Amuru 80.26 (1.74) 31.47 (1.53) 0.26 (0.01) 23,486 (509) 29,262Atiak 76.16 (1.51) 30.72 (1.51) 0.29 (0.01) 20,949 (415) 27,507Lamogi 72.68 (1.82) 26.21 (1.26) 0.28 (0.01) 27,907 (699) 38,397Pabbo 77.44 (1.71) 30.26 (1.32) 0.28 (0.01) 32,669 (721) 42,186
NWOYA COUNTY 65.29 (1.85) 22.89 (1.12) 0.29 (0.01) 26,839 (0,760) 41,108
Alero 64.45 (1.87) 22.36 (1.04) 0.28 (0.01) 8,686 (252) 13,477Koch Goma 67.3 (1.88) 24.07 (1.09) 0.29 (0.01) 5,715 (160) 8,492Anaka 65.14 (2.77) 22.95 (1.56) 0.29 (0.01) 8,256 (351) 12,674Purongo 64.67 (2.37) 22.32 (1.45) 0.28 (0.01) 4,181 (153) 6,465
OMORO COUNTY 66.88 (1.86) 24.83 (1.16) 0.31 (0.01) 70,817 (1,969) 105,886
Bobi 54.96 (2.31) 17.64 (1.22) 0.31 (0.01) 9,267 (389) 16,861Koro 66.52 (2) 24.2 (1.32) 0.3 (0.01) 12,172 (366) 18,299Lakwana 56.47 (2.56) 17.15 (1.23) 0.27 (0.01) 7,669 (348) 13,581Lalogi 70.25 (2.2) 24.91 (1.37) 0.27 (0.01) 12,947 (405) 18,430Odek 72.48 (2.05) 25.02 (1.31) 0.25 (0.01) 18,010 (509) 24,848Ongako 77.56 (1.67) 41.48 (2.15) 0.43 (0.02) 10,755 (232) 13,867
KITGUM DISTRICT 77.78 (1.35) 33.03 (1.24) 0.36 (1.77) 186,677 (3,240) 240,007
CHUA COUNTY 74.39 (1.59) 29.38 (1.1) 0.3 (0.01) 93,907 (2,007) 126,236
Lagoro 73.1 (1.97) 27.33 (1.23) 0.27 (0.01) 9,443 (254) 12,918Orom 83 (2.02) 35.54 (1.69) 0.28 (0.01) 18,888 (460) 22,757Mucwini 65.3 (2.13) 21 (1.2) 0.27 (0.01) 9,984 (326) 15,289Namokora 85.45 (1.56) 37.28 (1.48) 0.27 (0.01) 12,042 (220) 14,093Omiya Anyima 80.93 (1.62) 35.5 (1.41) 0.31 (0.01) 13,539 (271) 16,729Labongo Amida 64.02 (1.98) 21.46 (1.03) 0.28 (0.01) 6,872 (213) 10,734Labongo Akwang 55.27 (2.38) 17.67 (1.06) 0.33 (0.01) 7,171 (309) 12,975Kitigum Matidi 80.66 (1.72) 33.61 (1.31) 0.29 (0.01) 9,556 (204) 11,847Labongo Layamo 72.08 (2.15) 28.01 (1.18) 0.29 (0.01) 6,411 (191) 8,894
LAMWO COUNTY 67.11 (1.78) 23.39 (1.02) 0.29 (0.01) 78,490 (2,082) 116,957
Parabek Ogili 69.61 (2.49) 23.46 (1.4) 0.26 (0.01) 6,065 (217) 8,713Palabek Kal 67.98 (1.9) 24.48 (1.16) 0.29 (0.01) 8,763 (245) 12,890Palabek Gem 62.62 (1.96) 20.59 (1.02) 0.29 (0.01) 8,000 (250) 12,776Padibe East 73.63 (1.86) 26.12 (1.17) 0.27 (0.01) 9,472 (239) 12,865Paloga 56.45 (3.9) 17.23 (1.46) 0.27 (0.02) 5,621 (388) 9,958Madi Opei 62.47 (1.98) 20.75 (1.09) 0.3 (0.01) 6,542 (207) 10,473Lokung 62.39 (2.36) 21.14 (1.28) 0.3 (0.01) 12,705 (481) 20,364Agoro 77.12 (1.73) 30 (1.26) 0.27 (0.01) 13,039 (292) 16,907Padibe West 68.96 (2.37) 24.16 (1.32) 0.27 (0.01) 8,283 (285) 12,011
APPENDIX
Page 17
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-200574
LIRA DISTRICT 56.09 (2.15) 19.28 (1.03) 0.36 (1.75) 372,406 (14,275) 663,944
DOKOLO COUNTY 56.46 (2.16) 17.41 (1.06) 0.29 (0.01) 73,971 (2,830) 131,014
Kwera 58.24 (2.4) 17.15 (1.09) 0.26 (0.01) 11,612 (479) 19,939Agwata 45.3 (2.65) 12.31 (1.06) 0.29 (0.01) 12,706 (743) 28,048Batta 69.18 (3.34) 25.09 (2.4) 0.29 (0.01) 16,468 (795) 23,805Dokolo 56.4 (2.13) 17.36 (0.99) 0.28 (0.01) 19,696 (744) 34,922Kangai 55.49 (2.38) 16.05 (1.02) 0.26 (0.01) 13,484 (578) 24,300
ERUTE COUNTY 52.8 (2.07) 15.9 (0.91) 0.29 (0.01) 111,937 (4,388) 212,002
Ogur 60.8 (2.25) 19.03 (1.1) 0.27 (0.01) 25,504 (944) 41,947Lira 45.45 (2.36) 12.97 (1.01) 0.3 (0.01) 8,961 (465) 19,716Barr 46.09 (2.67) 12.62 (1.01) 0.27 (0.01) 15,035 (871) 32,622Aromo 59.46 (2.21) 19.29 (1.11) 0.27 (0.01) 16,247 (604) 27,324Adekokwok 49.95 (1.98) 15.38 (1.01) 0.32 (0.01) 24,439 (969) 48,926Amach 52.44 (2.24) 15.1 (0.92) 0.27 (0.01) 21,745 (929) 41,467
KIOGA COUNTY 56.54 (2.23) 17.61 (1.07) 0.29 (0.01) 54,800 (2,161) 96,923
Namasale 54 (2.61) 17.2 (1.35) 0.31 (0.01) 9,771 (472) 18,095Aputi 58.64 (2.65) 18.41 (1.28) 0.27 (0.01) 13,475 (609) 22,979Awelo 56.13 (2.67) 16.98 (1.2) 0.27 (0.01) 17,092 (813) 30,451Muntu 56.94 (2.15) 17.94 (1.08) 0.3 (0.01) 14,462 (546) 25,398
MOROTO COUNTY 61.62 (1.89) 19.64 (0.96) 0.27 (0.01) 101,619 (3,117) 164,913Abako 64.04 (2.14) 20.76 (1.18) 0.27 (0.01) 25,090 (838) 39,178Aloi 61.67 (1.85) 19.62 (0.96) 0.27 (0.01) 28,028 (841) 45,449Amugo 59.06 (2.22) 18.54 (1.09) 0.27 (0.01) 11,919 (448) 20,181Apala 60.34 (1.99) 19.42 (0.96) 0.28 (0.01) 18,789 (620) 31,139Omoro 61.45 (2.11) 19.18 (1.06) 0.26 (0.01) 17,800 (611) 28,966
OTUKE COUNTY 62.15 (1.85) 20.37 (0.94) 0.28 (0.01) 39,023 (1,162) 62,789
Adwari 61.03 (1.96) 20.41 (0.97) 0.3 (0.01) 11,858 (381) 19,429Okwang 60.78 (2.39) 19.39 (1.07) 0.27 (0.01) 7,711 (303) 12,686Olilim 64.14 (2.17) 21.25 (1.19) 0.28 (0.01) 8,715 (295) 13,588Orum 62.84 (1.96) 20.34 (1.03) 0.27 (0.01) 10,737 (335) 17,086
MOROTO DISTRICT 88.67 (1.29) 44.91 (1.73) 0.35 (1.57) 161,990 (2,357) 182,689BOKORA COUNTY 86.91 (1.6) 37.7 (1.8) 0.27 (0.01) 98,226 (1,808) 113,020
Matany 86.21 (1.5) 39.62 (1.72) 0.31 (0.01) 17,207 (299) 19,959Iriiri 86.37 (1.82) 36.88 (1.87) 0.26 (0.01) 21,250 (448) 24,603Ngoleriet 83.04 (1.69) 35.59 (1.72) 0.31 (0.01) 12,566 (256) 15,132Lokopo 92.51 (1.38) 41.8 (2.05) 0.23 (0.01) 14,910 (222) 16,117Lotome 84.29 (2.08) 33.66 (1.86) 0.25 (0.01) 19,044 (470) 22,594Lopei 90.67 (1.68) 40.37 (2) 0.24 (0.01) 13,251 (246) 14,615
APPENDIX
Page 18
IntroductionD
ata and Methods
Spatial Patterns in Poverty and Inequality
References
Appendix
Spatial relationships between
poverty and service provisionC
onclusion and Implications
for Policy and Programs
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-2005 75
MATHENIKO COUNTY 88.52 (1.24) 43.21 (1.81) 0.33 (0.01) 62,392 (0,874) 70,484
Katikekile 91.97 (1.3) 42.96 (1.92) 0.26 (0.01) 18,842 (266) 20,487Nadunget 90.48 (1.35) 48.02 (2.13) 0.33 (0.01) 23,667 (353) 26,157Rupa 83.39 (1.41) 38.16 (1.74) 0.35 (0.01) 19,880 (336) 23,840
MOYO DISTRICT 62.18 (2.56) 22.41 (1.3) 0.34 (1.59) 113,295 (4,664) 182,205
OBONGI COUNTY 63.23 (1.83) 21.44 (1.07) 0.3 (0.01) 55,246 (1,599) 87,373
Aliba 73.91 (2.32) 26.23 (1.51) 0.27 (0.01) 17,908 (562) 24,230Gimara 60.29 (2.56) 19.68 (1.26) 0.29 (0.01) 14,506 (616) 24,060Itula 58.42 (1.88) 19.56 (1.07) 0.3 (0.01) 22,832 (735) 39,083
WEST MOYO COUNTY 56.18 (2.22) 17.6 (1.16) 0.29 (0.01) 53,502 (2,114) 95,234
Moyo 56.06 (1.94) 17.46 (0.97) 0.3 (0.01) 17,139 (593) 30,573Dufile 51.96 (2.51) 15.67 (1.17) 0.29 (0.01) 10,486 (507) 20,181Lefori 60.01 (2.48) 19.83 (1.38) 0.3 (0.01) 10,781 (446) 17,965Metu 56.95 (2.9) 17.72 (1.54) 0.29 (0.01) 15,100 (769) 26,515NEBBI DISTRICT 65.05 (1.93) 23.57 (1.04) 0.34 (1.55) 241,283 (7,159) 370,919
JONAM COUNTY 53.66 (2.46) 18.56 (1.26) 0.32 (0.01) 44,354 (2,033) 82,657
Wadelai 69.22 (2.39) 30.66 (2.18) 0.36 (0.02) 10,753 (371) 15,535Panyimur 47.03 (3.18) 15.74 (1.34) 0.33 (0.01) 9,926 (671) 21,106Pakwach 49.84 (2.79) 14.3 (1.19) 0.28 (0.01) 7,617 (426) 15,282Panyango 52.25 (2.63) 16.51 (1.24) 0.3 (0.01) 16,059 (808) 30,734
OKORO COUNTY 52.94 (2.73) 15.89 (1.25) 0.28 (0.01) 76,816 (3,961) 145,101
Atyak 49.2 (2.69) 14.28 (1.14) 0.29 (0.01) 10,648 (582) 21,642Jangokoro 61.96 (3) 19.79 (1.55) 0.27 (0.01) 14,281 (691) 23,049Kango 46.04 (2.92) 12.58 (1.15) 0.28 (0.01) 12,091 (767) 26,263Nyapea 53.82 (2.81) 16.52 (1.32) 0.29 (0.01) 12,031 (628) 22,355Paidha 54.4 (3.22) 16.56 (1.58) 0.28 (0.01) 13,683 (810) 25,153Zeu 52.85 (2.7) 15.91 (1.22) 0.28 (0.01) 14,079 (719) 26,639
PADYERE COUNTY 54.93 (2.07) 17.27 (1.02) 0.29 (0.01) 79,367 (2,991) 144,487
Nebbi 45.63 (2.52) 13.05 (1.06) 0.3 (0.01) 7,804 (431) 17,103Nyaravur 53.5 (2) 15.85 (0.97) 0.29 (0.01) 11,555 (432) 21,598Parombo 53.9 (2.19) 17.82 (1.06) 0.31 (0.01) 13,464 (547) 24,980Akworo 66.81 (2.33) 22.45 (1.25) 0.27 (0.01) 10,407 (363) 15,577Erussi 56.45 (3.35) 18.15 (1.82) 0.29 (0.01) 25,013 (1484) 44,310Kucwiny 53.18 (1.92) 15.81 (0.87) 0.28 (0.01) 11,125 (402) 20,919
NAKAPIRIPIRIT DISTRICT 86.08 (2.08) 40.92 (2.05) 0.42 (10.57) 128,922 (3,115) 149,770
CHEKWII COUNTY 83.7 (1.78) 36.37 (1.71) 0.3 (0.01) 42,889 (0,912) 51,241Kakomongole 84.67 (1.82) 35.78 (1.84) 0.29 (0.01) 7,927 (170) 9,362Moruita 89.96 (1.51) 44.2 (1.9) 0.31 (0.01) 9,141 (153) 10,161Namalu 81.4 (1.99) 34.04 (1.71) 0.3 (0.01) 25,818 (631) 31,718
APPENDIX
Page 19
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-200576
PIAN COUNTY 87.91 (1.53) 39.56 (1.73) 0.29 (0.01) 35,674 (0,621) 40,580
Lorengedwat 85.76 (1.8) 36.8 (1.92) 0.27 (0.01) 5,452 (114) 6,357Nabilatuk 86.9 (1.62) 37.95 (1.73) 0.28 (0.01) 17,635 (329) 20,293Lolachat 90.36 (1.5) 43.18 (1.84) 0.29 (0.01) 12,587 (209) 13,930
POKOT COUNTY 85.48 (1.69) 37.74 (1.84) 0.3 (0.01) 50,381 (0,996) 58,939
Loroo 86.56 (2.23) 37.29 (2.2) 0.26 (0.01) 12,612 (325) 14,570Karita 86.97 (1.83) 37.4 (1.96) 0.26 (0.01) 23,145 (487) 26,613Amudat 82.36 (1.58) 38.64 (1.81) 0.38 (0.02) 14,624 (281) 17,756
PADER DISTRICT 75.75 (1.36) 32.12 (1.18) 0.42 (3.72) 240,505 (4,318) 317,499
ARUU COUNTY 67.89 (1.75) 24.41 (1.04) 0.3 (0.01) 91,180 (2,350) 134,305
Laguti 77.8 (2.19) 29.38 (1.46) 0.26 (0.01) 7,476 (210) 9,609Puranga 57.28 (2.61) 18.36 (1.18) 0.28 (0.01) 8,333 (380) 14,548Pajule 67.7 (1.87) 24.49 (1.13) 0.31 (0.01) 14,493 (400) 21,408Lapul 66.05 (1.91) 22.45 (1.06) 0.3 (0.01) 9,904 (286) 14,995Kilak 70.3 (2.1) 26.03 (1.27) 0.32 (0.01) 8,565 (256) 12,183Awer 59.95 (2.06) 19.54 (1.07) 0.31 (0.01) 11,626 (399) 19,393Acholibur 77.88 (1.84) 31.33 (1.34) 0.29 (0.01) 15,388 (364) 19,759Atanga 68.7 (2.02) 24.68 (1.2) 0.28 (0.01) 15,396 (453) 22,410
AGAGO COUNTY 68.48 (1.91) 24.1 (1.14) 0.29 (0.01) 126,889 (3,539) 185,293
Omot 60.12 (2.66) 18.35 (1.22) 0.26 (0.01) 10,730 (475) 17,848Patongo 61.19 (2.08) 20.2 (1.12) 0.3 (0.01) 18,314 (623) 29,929Wol 70.07 (2.48) 24.58 (1.42) 0.27 (0.01) 14,034 (497) 20,029Paimol 78.97 (1.79) 31.45 (1.39) 0.28 (0.01) 16,706 (379) 21,155Lira Palwo 66.94 (2.22) 22.74 (1.21) 0.27 (0.01) 17,984 (596) 26,866Lapono 75.26 (2.11) 27.43 (1.44) 0.26 (0.01) 10,725 (301) 14,250Adilang 80.46 (1.8) 31.42 (1.43) 0.27 (0.01) 15,148 (339) 18,827Lukole 73.98 (2.32) 25.85 (1.49) 0.25 (0.01) 11,239 (352) 15,192Parabongo 56.69 (2.28) 18.38 (1.1) 0.32 (0.01) 12,017 (483) 21,197
YUMBE DISTRICT 62.93 (3.22) 22.98 (1.71) 0.32 (1.16) 148,811 (7,614) 236,470
ARINGA COUNTY 73.68 (1.53) 28.9 (1.2) 0.31 (0.01) 174,852 (3,631) 237,313
Apo 75.97 (2.1) 30.62 (1.89) 0.31 (0.01) 19,152 (529) 25,210Drajani 64.2 (2.18) 24.83 (1.48) 0.34 (0.01) 20,407 (693) 31,786Kei 76.59 (1.98) 29.39 (1.52) 0.28 (0.01) 18,267 (472) 23,850Kuru 81.65 (1.44) 34.85 (1.4) 0.31 (0.01) 31,842 (562) 38,998Midigo 78.59 (1.83) 31.47 (1.49) 0.29 (0.01) 32,451 (756) 41,291Odravu 64.5 (1.57) 22.48 (0.9) 0.31 (0.01) 24,509 (597) 37,998Romogi 73.92 (1.7) 28.39 (1.16) 0.29 (0.01) 28,223 (649) 38,180
APPENDIX
Page 20
IntroductionD
ata and Methods
Spatial Patterns in Poverty and Inequality
References
Appendix
Spatial relationships between
poverty and service provisionC
onclusion and Implications
for Policy and Programs
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-2005 77
WESTERN REGION 19.34 4.52 (0.44) 0.34 (0.02) 1,147,432 (78,908) 5,932,945
BUNDIBUGYO DISTRICT 43.55 (1.68) 15.54 (1) 0.34 (1.98) 83,992 (3,240) 192,863
BWAMBA COUNTY 21.8 (1.78) 5.23 (0.58) 0.34 (0.03) 32,142 (2,624) 147,439Bubandi 20.31 (3.23) 4.91 (0.9) 0.35 (0.03) 3,520 (560) 17,329Nduguto 22.35 (1.7) 5.32 (0.58) 0.31 (0.01) 6,426 (489) 28,753Kasitu 20.9 (1.93) 5.05 (0.62) 0.4 (0.06) 5,655 (522) 27,058Harugali 22.2 (1.71) 5.26 (0.55) 0.31 (0.01) 5,136 (396) 23,137Bubukwanga 24.35 (2.55) 6 (0.83) 0.34 (0.04) 4,499 (471) 18,476Busaru 21.15 (2.47) 5.03 (0.78) 0.31 (0.01) 6,913 (807) 32,686
NTOROKO COUNTY 27.74 (2.17) 7.44 (0.86) 0.32 (0.01) 14,107 (1,104) 50,853Kanara 31.9 (3.94) 9.13 (1.59) 0.32 (0.01) 3,515 (434) 11,018Karugutu 29.2 (2.28) 7.52 (0.85) 0.3 (0.01) 4,510 (352) 15,445Rwebisengo 24.94 (2.22) 6.62 (0.84) 0.32 (0.01) 6,083 (541) 24,390
BUSHENYI DISTRICT 30.23 (1.13) 8.53 (0.37) 0.32 (1.36) 212,201 (7,932) 701,954
BUHWEJU COUNTY 20.59 (1.77) 4.77 (0.57) 0.31 (0.01) 17,301 (1,487) 84,024Bihanga 24.49 (2.48) 5.85 (0.81) 0.29 (0.01) 4,891 (495) 19,972Burere 25.02 (2.41) 6.07 (0.81) 0.3 (0.01) 6,135 (591) 24,519Karungu 15.2 (1.42) 3.19 (0.39) 0.3 (0.01) 3,714 (347) 24,437Rwengwe 16.97 (1.53) 3.81 (0.49) 0.35 (0.01) 2,562 (231) 15,096
BUNYARUGURU COUNTY 20.54 (1.61) 4.83 (0.53) 0.32 (0.01) 21,350 (1,673) 103,943Kichwamba 19.4 (1.94) 4.58 (0.62) 0.32 (0.01) 4,666 (467) 24,052Katunguru 30.18 (3.9) 8.43 (1.48) 0.32 (0.01) 894 (116) 2,963Katerera 24.35 (1.88) 5.86 (0.63) 0.3 (0.01) 9,397 (726) 38,593Ryeru 16.67 (1.47) 3.68 (0.44) 0.32 (0.01) 6,390 (564) 38,335
IGARA COUNTY 15.12 (1.17) 3.31 (0.35) 0.33 (0.01) 27,931 (2,161) 184,726Bumbaire 12.72 (1.23) 2.7 (0.35) 0.33 (0.01) 3,886 (376) 30,548Kakanju 16.32 (1.88) 3.58 (0.55) 0.32 (0.02) 3,865 (445) 23,682Kyabugimbi 14.32 (1.24) 3.07 (0.36) 0.31 (0.01) 4,426 (383) 30,911Kyamuhunga 18.69 (1.5) 4.31 (0.49) 0.33 (0.01) 7,235 (581) 38,711Kyeizoba 11.89 (1.13) 2.47 (0.3) 0.34 (0.01) 3,025 (287) 25,439Nyabubare 15.5 (1.32) 3.37 (0.4) 0.33 (0.01) 5,492 (468) 35,435
RUHINDA COUNTY 18.09 (1.61) 4.13 (0.51) 0.32 (0.01) 29,704 (2,644) 164,202Bitereko 23.24 (2.54) 5.46 (0.81) 0.29 (0.01) 5,505 (602) 23,688Mitooma 9.5 (1) 1.86 (0.26) 0.33 (0.01) 3,720 (392) 39,154Kiyanga 21.38 (2.29) 4.85 (0.7) 0.28 (0.01) 3,102 (332) 14,511Kashenshero 17 (1.89) 3.78 (0.57) 0.33 (0.01) 2,870 (319) 16,885Kabira 24.08 (2.7) 5.92 (0.95) 0.3 (0.01) 7,997 (897) 33,212Mutara 17.36 (1.82) 3.97 (0.55) 0.32 (0.01) 3,884 (407) 22,371Kanyabwanga 18.25 (1.63) 3.95 (0.47) 0.29 (0.01) 2,625 (234) 14,381
SHEEMA COUNTY 13 (1.16) 2.75 (0.33) 0.33 (0.01) 21,671 (1,934) 166,698Kitagata 15.59 (1.32) 3.3 (0.41) 0.32 (0.01) 4,938 (418) 31,671Shuuku 10.67 (1.25) 2.15 (0.32) 0.35 (0.02) 2,232 (262) 20,921Kyangyenyi 14.23 (1.58) 3.12 (0.44) 0.32 (0.01) 3,852 (428) 27,068Kigarama 9.74 (1.03) 1.96 (0.26) 0.33 (0.01) 3,365 (356) 34,549Bugongi 11.57 (1.25) 2.33 (0.33) 0.31 (0.01) 2,363 (255) 20,425Kagango 15.36 (1.59) 3.39 (0.48) 0.31 (0.01) 4,925 (510) 32,064
HOIMA DISTRICT 35.2 (1.7) 11.94 (0.89) 0.33 (1.4) 100,978 (4,877) 286,868
APPENDIX
Page 21
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-200578
BUGAHYA COUNTY 22.12 (1.6) 5.49 (0.59) 0.38 (0.05) 37,346 (2,701) 168,834Buhanika 13.27 (1.33) 2.84 (0.39) 0.32 (0.01) 2,688 (269) 20,256Buseruka 28 (2.26) 7.46 (0.91) 0.49 (0.14) 6,717 (542) 23,988Busiisi 12.42 (1.5) 2.85 (0.48) 0.37 (0.02) 1,737 (210) 13,989Kigorobya 29.88 (2.07) 7.76 (0.83) 0.32 (0.01) 14,067 (975) 47,078Kitoba 21.93 (2.01) 5.35 (0.71) 0.33 (0.01) 7,227 (662) 32,957Kyabigambire 16.04 (1.59) 3.55 (0.46) 0.33 (0.01) 4,903 (486) 30,566
BUHAGUZI COUNTY 21.1 (1.55) 5.1 (0.53) 0.32 (0.01) 27,679 (2,033) 131,178Bugambe 18.63 (1.54) 4.3 (0.49) 0.32 (0.01) 4,857 (402) 26,073Kyangwali 26.63 (2.24) 6.61 (0.81) 0.31 (0.01) 7,340 (617) 27,562Kiziranfumbi 20.53 (2.25) 4.78 (0.7) 0.31 (0.01) 4,436 (486) 21,607Kabwoya 23.92 (1.71) 6.03 (0.6) 0.32 (0.02) 6,417 (459) 26,827Buhimba 15.9 (1.42) 3.76 (0.46) 0.33 (0.01) 4,628 (413) 29,109
KABALE DISTRICT 35.02 (1.28) 10.97 (0.54) 0.30 (0.7) 147,694 (5,398) 421,741
NDORWA COUNTY 18.99 (1.45) 4.18 (0.45) 0.3 (0.01) 29,801 (2,275) 156,928Buhara 17.9 (1.53) 3.85 (0.47) 0.3 (0.01) 4,449 (380) 24,855Kaharo 15.13 (1.36) 3.21 (0.41) 0.3 (0.01) 2,755 (248) 18,211Kamuganguzi 18.92 (1.58) 4.13 (0.47) 0.29 (0.01) 4,728 (395) 24,987Kitumba 16.33 (1.5) 3.41 (0.43) 0.29 (0.01) 2,691 (247) 16,476Kyanamira 18.78 (1.68) 4.15 (0.51) 0.31 (0.01) 3,695 (331) 19,673Maziba 22.14 (1.99) 5.11 (0.63) 0.29 (0.01) 4,099 (368) 18,513Rubaya 21.57 (1.72) 4.88 (0.52) 0.29 (0.01) 7,380 (588) 34,213
RUBANDA COUNTY 21.89 (1.92) 5.07 (0.63) 0.33 (0.04) 38,958 (3,417) 177,973Ikumba 22.03 (2.1) 5.06 (0.66) 0.32 (0.03) 7,580 (723) 34,406Muko 22.57 (2.22) 5.25 (0.71) 0.29 (0.01) 8,879 (873) 39,338Hamurwa 22.17 (2.24) 5.08 (0.66) 0.28 (0.01) 5,815 (588) 26,230Bufundi 20.75 (1.61) 4.72 (0.52) 0.4 (0.1) 6,738 (523) 32,471Bubare 21.86 (2.24) 5.18 (0.77) 0.32 (0.01) 9,952 (1020) 45,528
RUKIGA COUNTY 17.08 (1.42) 3.83 (0.44) 0.33 (0.02) 15,635 (1,300) 91,537Kamwezi 20.91 (1.63) 4.88 (0.56) 0.3 (0.01) 4,877 (380) 23,326Kashambya 15.14 (1.57) 3.25 (0.43) 0.29 (0.01) 3,682 (382) 24,320Rwamucucu 15.58 (1.47) 3.38 (0.44) 0.3 (0.01) 3,876 (366) 24,878Bukinda 16.8 (1.62) 3.86 (0.47) 0.41 (0.04) 3,194 (308) 19,013
KABAROLE DISTRICT 28.82 (1.21) 8.35 (0.43) 0.33 (3.16) 90,410 (3,796) 313,705
BUNYANGABU COUNTY 16.97 (1.34) 3.86 (0.42) 0.33 (0.02) 21,753 (1,718) 128,183Buheesi 18.89 (1.64) 4.4 (0.53) 0.31 (0.01) 6,257 (543) 33,125Kibiito 15.41 (1.36) 3.43 (0.4) 0.35 (0.03) 6,032 (532) 39,146Kisomoro 15.52 (1.29) 3.42 (0.4) 0.32 (0.02) 4,816 (400) 31,033Rwiimi 18.67 (1.6) 4.36 (0.51) 0.32 (0.01) 4,645 (398) 24,879
BURAHYA COUNTY 15.95 (1.17) 3.56 (0.36) 0.33 (0.01) 30,138 (2,211) 188,950Busoro 15.1 (1.3) 3.43 (0.39) 0.33 (0.01) 3,434 (296) 22,742Ruteete 19.13 (1.5) 4.35 (0.46) 0.3 (0.01) 7,976 (625) 41,693Mugusu 14.94 (1.36) 3.21 (0.4) 0.3 (0.01) 2,979 (271) 19,939Kicwamba 14.17 (1.31) 3.05 (0.37) 0.31 (0.01) 3,819 (353) 26,951Karambi 10.55 (1.33) 2.25 (0.35) 0.36 (0.02) 2,107 (266) 19,976Bukuku 21.07 (2.66) 4.96 (0.8) 0.32 (0.01) 4,478 (565) 21,251Hakibaale 14.71 (1.18) 3.22 (0.35) 0.33 (0.02) 5,354 (429) 36,398
KASESE DISTRICT 48.37 (1.84) 15.85 (0.91) 0.39 (13.72) 209,927 (7,986) 434,003
BUKONJO COUNTY 25.3 (2.02) 6.34 (0.74) 0.32 (0.01) 63,177 (5,044) 249,712
APPENDIX
Page 22
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-200578
BUGAHYA COUNTY 22.12 (1.6) 5.49 (0.59) 0.38 (0.05) 37,346 (2,701) 168,834Buhanika 13.27 (1.33) 2.84 (0.39) 0.32 (0.01) 2,688 (269) 20,256Buseruka 28 (2.26) 7.46 (0.91) 0.49 (0.14) 6,717 (542) 23,988Busiisi 12.42 (1.5) 2.85 (0.48) 0.37 (0.02) 1,737 (210) 13,989Kigorobya 29.88 (2.07) 7.76 (0.83) 0.32 (0.01) 14,067 (975) 47,078Kitoba 21.93 (2.01) 5.35 (0.71) 0.33 (0.01) 7,227 (662) 32,957Kyabigambire 16.04 (1.59) 3.55 (0.46) 0.33 (0.01) 4,903 (486) 30,566
BUHAGUZI COUNTY 21.1 (1.55) 5.1 (0.53) 0.32 (0.01) 27,679 (2,033) 131,178Bugambe 18.63 (1.54) 4.3 (0.49) 0.32 (0.01) 4,857 (402) 26,073Kyangwali 26.63 (2.24) 6.61 (0.81) 0.31 (0.01) 7,340 (617) 27,562Kiziranfumbi 20.53 (2.25) 4.78 (0.7) 0.31 (0.01) 4,436 (486) 21,607Kabwoya 23.92 (1.71) 6.03 (0.6) 0.32 (0.02) 6,417 (459) 26,827Buhimba 15.9 (1.42) 3.76 (0.46) 0.33 (0.01) 4,628 (413) 29,109
KABALE DISTRICT 35.02 (1.28) 10.97 (0.54) 0.30 (0.7) 147,694 (5,398) 421,741
NDORWA COUNTY 18.99 (1.45) 4.18 (0.45) 0.3 (0.01) 29,801 (2,275) 156,928Buhara 17.9 (1.53) 3.85 (0.47) 0.3 (0.01) 4,449 (380) 24,855Kaharo 15.13 (1.36) 3.21 (0.41) 0.3 (0.01) 2,755 (248) 18,211Kamuganguzi 18.92 (1.58) 4.13 (0.47) 0.29 (0.01) 4,728 (395) 24,987Kitumba 16.33 (1.5) 3.41 (0.43) 0.29 (0.01) 2,691 (247) 16,476Kyanamira 18.78 (1.68) 4.15 (0.51) 0.31 (0.01) 3,695 (331) 19,673Maziba 22.14 (1.99) 5.11 (0.63) 0.29 (0.01) 4,099 (368) 18,513Rubaya 21.57 (1.72) 4.88 (0.52) 0.29 (0.01) 7,380 (588) 34,213
RUBANDA COUNTY 21.89 (1.92) 5.07 (0.63) 0.33 (0.04) 38,958 (3,417) 177,973Ikumba 22.03 (2.1) 5.06 (0.66) 0.32 (0.03) 7,580 (723) 34,406Muko 22.57 (2.22) 5.25 (0.71) 0.29 (0.01) 8,879 (873) 39,338Hamurwa 22.17 (2.24) 5.08 (0.66) 0.28 (0.01) 5,815 (588) 26,230Bufundi 20.75 (1.61) 4.72 (0.52) 0.4 (0.1) 6,738 (523) 32,471Bubare 21.86 (2.24) 5.18 (0.77) 0.32 (0.01) 9,952 (1020) 45,528
RUKIGA COUNTY 17.08 (1.42) 3.83 (0.44) 0.33 (0.02) 15,635 (1,300) 91,537Kamwezi 20.91 (1.63) 4.88 (0.56) 0.3 (0.01) 4,877 (380) 23,326Kashambya 15.14 (1.57) 3.25 (0.43) 0.29 (0.01) 3,682 (382) 24,320Rwamucucu 15.58 (1.47) 3.38 (0.44) 0.3 (0.01) 3,876 (366) 24,878Bukinda 16.8 (1.62) 3.86 (0.47) 0.41 (0.04) 3,194 (308) 19,013
KABAROLE DISTRICT 28.82 (1.21) 8.35 (0.43) 0.33 (3.16) 90,410 (3,796) 313,705
BUNYANGABU COUNTY 16.97 (1.34) 3.86 (0.42) 0.33 (0.02) 21,753 (1,718) 128,183Buheesi 18.89 (1.64) 4.4 (0.53) 0.31 (0.01) 6,257 (543) 33,125Kibiito 15.41 (1.36) 3.43 (0.4) 0.35 (0.03) 6,032 (532) 39,146Kisomoro 15.52 (1.29) 3.42 (0.4) 0.32 (0.02) 4,816 (400) 31,033Rwiimi 18.67 (1.6) 4.36 (0.51) 0.32 (0.01) 4,645 (398) 24,879
BURAHYA COUNTY 15.95 (1.17) 3.56 (0.36) 0.33 (0.01) 30,138 (2,211) 188,950Busoro 15.1 (1.3) 3.43 (0.39) 0.33 (0.01) 3,434 (296) 22,742Ruteete 19.13 (1.5) 4.35 (0.46) 0.3 (0.01) 7,976 (625) 41,693Mugusu 14.94 (1.36) 3.21 (0.4) 0.3 (0.01) 2,979 (271) 19,939Kicwamba 14.17 (1.31) 3.05 (0.37) 0.31 (0.01) 3,819 (353) 26,951Karambi 10.55 (1.33) 2.25 (0.35) 0.36 (0.02) 2,107 (266) 19,976Bukuku 21.07 (2.66) 4.96 (0.8) 0.32 (0.01) 4,478 (565) 21,251Hakibaale 14.71 (1.18) 3.22 (0.35) 0.33 (0.02) 5,354 (429) 36,398
KASESE DISTRICT 48.37 (1.84) 15.85 (0.91) 0.39 (13.72) 209,927 (7,986) 434,003
BUKONJO COUNTY 25.3 (2.02) 6.34 (0.74) 0.32 (0.01) 63,177 (5,044) 249,712
APPENDIX
IntroductionD
ata and Methods
Spatial Patterns in Poverty and Inequality
References
Appendix
Spatial relationships between
poverty and service provisionC
onclusion and Implications
for Policy and Programs
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-2005 79
Munkunyu 25.14 (2.12) 6.36 (0.78) 0.31 (0.01) 6,844 (577) 27,225Nyakiyumbu 29.4 (2.83) 7.46 (1.05) 0.31 (0.02) 6,881 (662) 23,406Mahango 30.19 (2.32) 7.51 (0.85) 0.28 (0.01) 4,791 (368) 15,868Kyondo 21.76 (1.7) 4.91 (0.54) 0.29 (0.01) 3,675 (287) 16,887Kyarumba 16.17 (1.43) 3.46 (0.4) 0.3 (0.01) 4,765 (421) 29,467Kisinga 25.61 (2.61) 6.39 (0.89) 0.32 (0.01) 9,617 (980) 37,550Karambi 32.47 (3.57) 8.86 (1.41) 0.32 (0.01) 11,502 (1265) 35,425Ihandiro 18.48 (2.09) 4.07 (0.62) 0.29 (0.01) 2,176 (246) 11,774Bwera 23.25 (2.47) 5.93 (0.87) 0.34 (0.01) 8,754 (930) 37,650Kitholhu 28.81 (3.86) 7.35 (1.38) 0.31 (0.01) 4,166 (558) 14,460
BUSONGORA COUNTY 20.42 (1.34) 4.86 (0.46) 0.4 (0.04) 44,961 (2,950) 220,179Kilembe 16.55 (1.68) 3.85 (0.55) 0.35 (0.02) 3,560 (361) 21,512Rukoki 16.79 (1.38) 3.92 (0.48) 0.35 (0.01) 3,311 (272) 19,719Muhokya 22.05 (1.72) 5.18 (0.56) 0.42 (0.07) 3,702 (289) 16,788Maliba 24.05 (1.71) 5.85 (0.6) 0.33 (0.01) 9,043 (643) 37,602L.katwe 17.29 (1.67) 4.09 (0.55) 0.57 (0.14) 2,328 (225) 13,467Bugoye 16.75 (1.33) 3.7 (0.39) 0.31 (0.01) 5,389 (428) 32,171Kitswamba 15.25 (1.71) 3.56 (0.5) 0.43 (0.04) 4,667 (523) 30,606Karusandara 23.86 (2.7) 6.07 (0.99) 0.31 (0.01) 2,146 (243) 8,994Kyabarungira 27.51 (2.02) 6.73 (0.71) 0.29 (0.01) 10,817 (794) 39,320
KIBAALE DISTRICT 35.83 (1.94) 10.72 (0.75) 0.33 (2.1) 143,587 (7,774) 400,746
BUGANGAIZI COUNTY 14.04 (1.29) 2.99 (0.36) 0.31 (0.01) 15,157 (1,393) 107,957Kisiita 19.45 (1.99) 4.26 (0.59) 0.29 (0.01) 2,391 (245) 12,291Nalweyo 12.21 (1.39) 2.54 (0.37) 0.3 (0.01) 2,505 (285) 20,519Kakindo 13.34 (1.54) 2.85 (0.4) 0.31 (0.01) 2,672 (308) 20,028Bwanswa 10.63 (1.19) 2.19 (0.31) 0.34 (0.01) 1,839 (206) 17,296Nkooko 17.14 (1.66) 3.69 (0.49) 0.29 (0.01) 3,596 (348) 20,978Kasambya 12.81 (1.5) 2.72 (0.39) 0.3 (0.01) 2,158 (253) 16,845
BUYAGA COUNTY 22.08 (1.59) 5.22 (0.52) 0.32 (0.01) 50,966 (3,670) 230,826Bwikara 25.16 (2.18) 6.23 (0.76) 0.3 (0.01) 7,370 (639) 29,294Kagadi 17.48 (1.34) 3.9 (0.42) 0.35 (0.02) 5,903 (453) 33,769Kiryanga 20.91 (2.1) 4.69 (0.6) 0.28 (0.01) 5,569 (559) 26,631Kyanaisoke 17.38 (1.41) 3.85 (0.42) 0.31 (0.01) 4,312 (350) 24,811Mabaale 17.03 (1.47) 3.68 (0.45) 0.31 (0.01) 3,266 (282) 19,177Mpeefu 28.22 (2.06) 7.11 (0.76) 0.3 (0.01) 11,913 (870) 42,214Muhoro 20.24 (1.65) 4.7 (0.52) 0.33 (0.01) 6,077 (495) 30,027Rugashari 26.28 (2.17) 6.33 (0.75) 0.3 (0.01) 6,545 (540) 24,903
BUYANJA COUNTY 14.25 (1.55) 2.97 (0.43) 0.3 (0.02) 9,348 (1,017) 65,599Kyebando 13.88 (1.69) 2.83 (0.46) 0.28 (0.01) 1,458 (178) 10,507Matale 16.08 (1.76) 3.43 (0.53) 0.29 (0.01) 3,019 (330) 18,775Bwamiramira 11.81 (1.58) 2.41 (0.42) 0.3 (0.01) 2,094 (280) 17,732Mugarama 14.96 (1.84) 3.12 (0.48) 0.33 (0.04) 2,780 (342) 18,585
KISORO DISTRICT 44.33 (1.88) 14.13 (0.84) 0.35 (2.71) 96,482 (4,092) 217,646
BUFUMBIRA COUNTY 24.94 (2.13) 5.98 (0.73) 0.32 (0.02) 54,423 (4,648) 218,217Nyundo 31.76 (3.59) 8.15 (1.3) 0.28 (0.01) 3,529 (399) 11,112Bukimbiri 17.99 (1.69) 3.89 (0.46) 0.28 (0.01) 2,157 (203) 11,989Busanza 22.74 (2.05) 5.19 (0.65) 0.31 (0.01) 3,476 (313) 15,288Chahi 23.11 (2.31) 5.34 (0.73) 0.3 (0.01) 3,442 (344) 14,893Kanaba 28.62 (2.62) 6.88 (0.88) 0.29 (0.01) 3,825 (350) 13,366Kirundo 39.84 (4.74) 10.95 (1.93) 0.3 (0.01) 6,635 (789) 16,654Muramba 25.93 (2.7) 6.16 (0.87) 0.3 (0.01) 7,826 (815) 30,180Murora 31.99 (2.77) 7.97 (0.99) 0.28 (0.01) 5,127 (444) 16,028
APPENDIX
Page 23
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-200580
Nyabwishenya 23.08 (2.07) 5.24 (0.63) 0.28 (0.01) 2,658 (238) 11,517Nyakabande 14.19 (1.33) 3.1 (0.38) 0.34 (0.01) 3,102 (291) 21,858Nyakinama 18.05 (2.22) 4.04 (0.67) 0.31 (0.01) 2,844 (350) 15,754Nyarubuye 25 (2.21) 5.85 (0.71) 0.44 (0.09) 4,032 (356) 16,126Nyarusiza 24.59 (2.28) 5.73 (0.74) 0.29 (0.01) 5,767 (535) 23,452
MASINDI DISTRICT 42.34 (1.76) 15.13 (0.99) 0.42 (3.61) 178,875 (7,436) 422,472
BUJENJE COUNTY 20.08 (1.66) 4.85 (0.55) 0.35 (0.01) 15,352 (1,269) 76,456Budongo 25.72 (2.11) 6.5 (0.74) 0.35 (0.01) 9,702 (796) 37,721Bwijanga 14.59 (1.49) 3.25 (0.45) 0.34 (0.01) 5,651 (577) 38,735
BULIISA COUNTY 33.83 (2.32) 9.03 (0.92) 0.31 (0.01) 21,630 (1,483) 63,936Biiso 32.07 (2.24) 8.53 (0.86) 0.32 (0.01) 9,753 (681) 30,411Buliisa 35.44 (2.61) 9.48 (1.05) 0.31 (0.01) 11,881 (875) 33,525
BURUULI COUNTY 18.27 (1.56) 4.19 (0.48) 0.33 (0.01) 19,023 (1,624) 104,123Karujubu 17.09 (1.54) 3.92 (0.47) 0.34 (0.01) 2,877 (259) 16,837Kimengo 19.07 (2.43) 4.37 (0.7) 0.31 (0.01) 1,969 (251) 10,323Miirya 19.7 (1.57) 4.69 (0.53) 0.34 (0.01) 4,939 (394) 25,071Nyangahya 12.08 (1.49) 2.64 (0.44) 0.34 (0.01) 1,361 (168) 11,264Pakanyi 19.38 (1.87) 4.38 (0.56) 0.32 (0.01) 7,874 (760) 40,628
KIBANDA COUNTY 24.94 (2.06) 6.73 (0.79) 0.35 (0.01) 46,729 (3,860) 187,366Mutunda 21.92 (2.35) 5.62 (0.81) 0.33 (0.01) 10,413 (1116) 47,503Kigumba 27.03 (2.17) 7.24 (0.83) 0.35 (0.01) 11,738 (942) 43,424Kiryandongo 25.61 (2.24) 7.14 (0.89) 0.36 (0.02) 22,873 (2001) 89,314Masindi-Port 23.85 (2.79) 5.86 (0.91) 0.32 (0.01) 1,699 (199) 7,125
MBARARA DISTRICT 27.25 (1.09) 7.72 (0.36) 0.33 (1.34) 271,290 (10,852) 995,561
BUKANGA COUNTY 18 (1.47) 4.07 (0.43) 0.33 (0.01) 20,595 (1,682) 114,419Rugaaga 18.94 (1.63) 4.25 (0.49) 0.31 (0.01) 6,760 (582) 35,690Ngarama 16 (1.56) 3.55 (0.45) 0.35 (0.02) 5,127 (500) 32,042Endinzi 18.71 (1.89) 4.32 (0.54) 0.33 (0.01) 3,502 (354) 18,718Kashumba 18.6 (1.57) 4.28 (0.46) 0.32 (0.01) 5,202 (439) 27,969
IBANDA COUNTY 17.13 (1.31) 3.79 (0.4) 0.33 (0.01) 30,394 (2,324) 177,429Bisheshe 15.72 (1.39) 3.46 (0.42) 0.32 (0.01) 5,372 (475) 34,174Ishongororo 17.08 (1.41) 3.77 (0.43) 0.38 (0.04) 6,465 (534) 37,849Kicuzi 28.07 (2.58) 6.89 (0.89) 0.29 (0.01) 2,956 (272) 10,531Kikyenkye 15.67 (1.58) 3.32 (0.44) 0.31 (0.01) 4,966 (501) 31,694Nyabuhikye 13.55 (1.24) 2.85 (0.35) 0.31 (0.01) 3,194 (292) 23,570Nyamarebe 20.91 (1.64) 4.72 (0.51) 0.29 (0.01) 4,081 (320) 19,515Rukiri 16.7 (1.69) 3.68 (0.52) 0.31 (0.01) 3,356 (340) 20,096
ISINGIRO COUNTY 18.98 (1.53) 4.41 (0.48) 0.33 (0.01) 39,091 (3,151) 205,957Masha 12.46 (1.3) 2.67 (0.35) 0.33 (0.01) 2,506 (261) 20,112Kikagate 19.65 (1.72) 4.41 (0.5) 0.3 (0.01) 8,690 (761) 44,222Nyakitunda 27.6 (3.57) 6.82 (1.19) 0.29 (0.01) 8,957 (1159) 32,454Kabingo 14.27 (1.35) 3.18 (0.39) 0.33 (0.01) 4,382 (415) 30,708Birere 13 (1.18) 2.86 (0.34) 0.34 (0.01) 4,644 (422) 35,721Kabuyanda 23.2 (1.66) 5.57 (0.57) 0.34 (0.02) 9,916 (709) 42,740
KASHARI COUNTY 12.98 (1.04) 2.81 (0.3) 0.36 (0.02) 20,862 (1,672) 160,728Bubaare 10.59 (1.24) 2.34 (0.39) 0.33 (0.01) 1,957 (229) 18,480Bukiro 15.19 (1.67) 3.21 (0.45) 0.3 (0.01) 1,982 (218) 13,048Kagongi 14.43 (1.37) 3.08 (0.38) 0.31 (0.01) 2,863 (272) 19,844Kakiika 12.97 (1.39) 3 (0.45) 0.36 (0.02) 1,849 (198) 14,259
APPENDIX
Page 24
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-200580
Nyabwishenya 23.08 (2.07) 5.24 (0.63) 0.28 (0.01) 2,658 (238) 11,517Nyakabande 14.19 (1.33) 3.1 (0.38) 0.34 (0.01) 3,102 (291) 21,858Nyakinama 18.05 (2.22) 4.04 (0.67) 0.31 (0.01) 2,844 (350) 15,754Nyarubuye 25 (2.21) 5.85 (0.71) 0.44 (0.09) 4,032 (356) 16,126Nyarusiza 24.59 (2.28) 5.73 (0.74) 0.29 (0.01) 5,767 (535) 23,452
MASINDI DISTRICT 42.34 (1.76) 15.13 (0.99) 0.42 (3.61) 178,875 (7,436) 422,472
BUJENJE COUNTY 20.08 (1.66) 4.85 (0.55) 0.35 (0.01) 15,352 (1,269) 76,456Budongo 25.72 (2.11) 6.5 (0.74) 0.35 (0.01) 9,702 (796) 37,721Bwijanga 14.59 (1.49) 3.25 (0.45) 0.34 (0.01) 5,651 (577) 38,735
BULIISA COUNTY 33.83 (2.32) 9.03 (0.92) 0.31 (0.01) 21,630 (1,483) 63,936Biiso 32.07 (2.24) 8.53 (0.86) 0.32 (0.01) 9,753 (681) 30,411Buliisa 35.44 (2.61) 9.48 (1.05) 0.31 (0.01) 11,881 (875) 33,525
BURUULI COUNTY 18.27 (1.56) 4.19 (0.48) 0.33 (0.01) 19,023 (1,624) 104,123Karujubu 17.09 (1.54) 3.92 (0.47) 0.34 (0.01) 2,877 (259) 16,837Kimengo 19.07 (2.43) 4.37 (0.7) 0.31 (0.01) 1,969 (251) 10,323Miirya 19.7 (1.57) 4.69 (0.53) 0.34 (0.01) 4,939 (394) 25,071Nyangahya 12.08 (1.49) 2.64 (0.44) 0.34 (0.01) 1,361 (168) 11,264Pakanyi 19.38 (1.87) 4.38 (0.56) 0.32 (0.01) 7,874 (760) 40,628
KIBANDA COUNTY 24.94 (2.06) 6.73 (0.79) 0.35 (0.01) 46,729 (3,860) 187,366Mutunda 21.92 (2.35) 5.62 (0.81) 0.33 (0.01) 10,413 (1116) 47,503Kigumba 27.03 (2.17) 7.24 (0.83) 0.35 (0.01) 11,738 (942) 43,424Kiryandongo 25.61 (2.24) 7.14 (0.89) 0.36 (0.02) 22,873 (2001) 89,314Masindi-Port 23.85 (2.79) 5.86 (0.91) 0.32 (0.01) 1,699 (199) 7,125
MBARARA DISTRICT 27.25 (1.09) 7.72 (0.36) 0.33 (1.34) 271,290 (10,852) 995,561
BUKANGA COUNTY 18 (1.47) 4.07 (0.43) 0.33 (0.01) 20,595 (1,682) 114,419Rugaaga 18.94 (1.63) 4.25 (0.49) 0.31 (0.01) 6,760 (582) 35,690Ngarama 16 (1.56) 3.55 (0.45) 0.35 (0.02) 5,127 (500) 32,042Endinzi 18.71 (1.89) 4.32 (0.54) 0.33 (0.01) 3,502 (354) 18,718Kashumba 18.6 (1.57) 4.28 (0.46) 0.32 (0.01) 5,202 (439) 27,969
IBANDA COUNTY 17.13 (1.31) 3.79 (0.4) 0.33 (0.01) 30,394 (2,324) 177,429Bisheshe 15.72 (1.39) 3.46 (0.42) 0.32 (0.01) 5,372 (475) 34,174Ishongororo 17.08 (1.41) 3.77 (0.43) 0.38 (0.04) 6,465 (534) 37,849Kicuzi 28.07 (2.58) 6.89 (0.89) 0.29 (0.01) 2,956 (272) 10,531Kikyenkye 15.67 (1.58) 3.32 (0.44) 0.31 (0.01) 4,966 (501) 31,694Nyabuhikye 13.55 (1.24) 2.85 (0.35) 0.31 (0.01) 3,194 (292) 23,570Nyamarebe 20.91 (1.64) 4.72 (0.51) 0.29 (0.01) 4,081 (320) 19,515Rukiri 16.7 (1.69) 3.68 (0.52) 0.31 (0.01) 3,356 (340) 20,096
ISINGIRO COUNTY 18.98 (1.53) 4.41 (0.48) 0.33 (0.01) 39,091 (3,151) 205,957Masha 12.46 (1.3) 2.67 (0.35) 0.33 (0.01) 2,506 (261) 20,112Kikagate 19.65 (1.72) 4.41 (0.5) 0.3 (0.01) 8,690 (761) 44,222Nyakitunda 27.6 (3.57) 6.82 (1.19) 0.29 (0.01) 8,957 (1159) 32,454Kabingo 14.27 (1.35) 3.18 (0.39) 0.33 (0.01) 4,382 (415) 30,708Birere 13 (1.18) 2.86 (0.34) 0.34 (0.01) 4,644 (422) 35,721Kabuyanda 23.2 (1.66) 5.57 (0.57) 0.34 (0.02) 9,916 (709) 42,740
KASHARI COUNTY 12.98 (1.04) 2.81 (0.3) 0.36 (0.02) 20,862 (1,672) 160,728Bubaare 10.59 (1.24) 2.34 (0.39) 0.33 (0.01) 1,957 (229) 18,480Bukiro 15.19 (1.67) 3.21 (0.45) 0.3 (0.01) 1,982 (218) 13,048Kagongi 14.43 (1.37) 3.08 (0.38) 0.31 (0.01) 2,863 (272) 19,844Kakiika 12.97 (1.39) 3 (0.45) 0.36 (0.02) 1,849 (198) 14,259
APPENDIX
IntroductionD
ata and Methods
Spatial Patterns in Poverty and Inequality
References
Appendix
Spatial relationships between
poverty and service provisionC
onclusion and Implications
for Policy and Programs
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-2005 81
Kashare 18.42 (1.95) 4.19 (0.62) 0.31 (0.01) 3,751 (397) 20,366Rubaya 11.23 (1.08) 2.32 (0.28) 0.35 (0.02) 3,576 (344) 31,846Rubindi 12.16 (1.26) 2.56 (0.36) 0.44 (0.05) 2,570 (266) 21,132Rwanyamahembe 10.67 (1.07) 2.3 (0.32) 0.36 (0.02) 2,321 (233) 21,753
KAZO COUNTY 17.29 (1.31) 3.83 (0.38) 0.32 (0.01) 19,391 (1,469) 112,153Kanoni 15 (1.4) 3.16 (0.37) 0.31 (0.01) 4,897 (457) 32,648Kazo 16.91 (1.47) 3.73 (0.42) 0.32 (0.01) 5,165 (449) 30,547Buremba 16.56 (1.43) 3.6 (0.41) 0.32 (0.02) 4,551 (393) 27,480Rwemikoma 20.23 (1.92) 4.73 (0.58) 0.31 (0.01) 2,374 (225) 11,734Burunga 24.64 (1.91) 5.93 (0.66) 0.31 (0.01) 2,401 (186) 9,744
NYABUSHOZI COUNTY 18.52 (1.38) 4.4 (0.44) 0.38 (0.04) 18,667 (1,391) 100,792Kinoni 19.49 (2.04) 4.65 (0.64) 0.37 (0.02) 2,392 (250) 12,274Nyakashashara 18.58 (1.73) 4.38 (0.52) 0.51 (0.14) 1,736 (162) 9,346Kikatsi 28.53 (2.46) 7.65 (0.91) 0.34 (0.01) 3,076 (265) 10,782Kenshunga 13.18 (1.32) 2.93 (0.37) 0.4 (0.03) 2,330 (233) 17,677Kashongi 17.92 (1.46) 4.06 (0.47) 0.31 (0.01) 6,833 (557) 38,133Kanyaryeru 23.15 (2.67) 5.99 (0.94) 0.41 (0.03) 867 (100) 3,744Sanga 16.17 (1.8) 3.81 (0.61) 0.34 (0.01) 1,429 (159) 8,836
RWAMPARA COUNTY 13.43 (1.13) 2.91 (0.32) 0.4 (0.04) 17,745 (1,493) 132,130Rugando 10.82 (1.01) 2.24 (0.29) 0.45 (0.07) 2,463 (230) 22,765Bugamba 13.69 (1.44) 2.81 (0.38) 0.3 (0.01) 3,922 (413) 28,646Mwizi 21.85 (1.93) 5.14 (0.62) 0.4 (0.07) 5,704 (504) 26,106Ndaija 12.04 (1.21) 2.58 (0.36) 0.43 (0.06) 3,036 (305) 25,220Nyakayojo 8.91 (1.02) 1.84 (0.27) 0.35 (0.02) 2,619 (300) 29,393
NTUNGAMO DISTRICT 29.86 (1.23) 8.33 (0.4) 0.35 (11.97) 110,524 (4,553) 370,140
KAJARA COUNTY 17.64 (1.84) 3.95 (0.55) 0.35 (0.03) 17,411 (1,816) 98,703Nyabihoko 17.88 (1.77) 4.09 (0.57) 0.44 (0.07) 4,148 (411) 23,198Kibatsi 20.14 (2.38) 4.48 (0.67) 0.3 (0.01) 3,608 (426) 17,916Ihunga 15.78 (1.62) 3.38 (0.46) 0.31 (0.01) 3,877 (398) 24,566Bwongyera 17.49 (2.06) 4 (0.63) 0.33 (0.01) 5,776 (680) 33,023
RUHAAMA COUNTY 19.55 (1.64) 4.53 (0.53) 0.37 (0.03) 35,180 (2,951) 179,950Itojo 12.2 (1.57) 2.66 (0.44) 0.41 (0.03) 2,315 (298) 18,973Ntungamo 17.75 (2.34) 3.97 (0.69) 0.31 (0.01) 4,400 (580) 24,789Nyakyera 29.18 (2.96) 7.44 (1.1) 0.3 (0.01) 8,950 (908) 30,671Ruhaama 21.34 (2.74) 5.04 (0.87) 0.45 (0.09) 6,692 (859) 31,361Rukoni 15.3 (1.32) 3.3 (0.38) 0.34 (0.02) 6,879 (593) 44,958Rweikiniro 20.34 (1.47) 4.49 (0.44) 0.29 (0.01) 5,939 (429) 29,198
RUSHENYI COUNTY 18.87 (1.58) 4.36 (0.49) 0.37 (0.03) 17,744 (1,486) 94,034Rugarama 19.84 (2.09) 4.57 (0.62) 0.3 (0.01) 5,190 (547) 26,157Kayonza 19.37 (1.82) 4.47 (0.56) 0.31 (0.01) 4,370 (411) 22,560Ngoma 19.53 (1.7) 4.56 (0.54) 0.31 (0.01) 3,777 (329) 19,339Rubaare 16.98 (1.69) 3.9 (0.52) 0.45 (0.05) 4,411 (439) 25,978
RUKUNGIRI DISTRICT 28.06 (1.19) 7.61 (0.38) 0.29 (2.04) 74,939 (3,178) 267,067
RUBABO COUNTY 13.27 (1.12) 2.73 (0.3) 0.31 (0.01) 16,324 (1,378) 123,018Nyarushanje 13.29 (1.28) 2.75 (0.34) 0.32 (0.01) 4,963 (478) 37,346Nyakishenyi 16.73 (1.38) 3.56 (0.41) 0.29 (0.01) 4,915 (405) 29,376Buyanja 12.37 (1.25) 2.51 (0.32) 0.32 (0.01) 4,002 (404) 32,355Kebisoni 10.21 (1.07) 1.96 (0.25) 0.32 (0.02) 2,444 (256) 23,941
APPENDIX
Page 25
SPATIAL TRENDS OF POVERTY AND INEQUALITY IN UGANDA: 2002-200582
RUJUMBURA COUNTY 14.99 (1.27) 3.2 (0.37) 0.3 (0.01) 21,832 (1,850) 145,646Bugangari 17.7 (1.6) 3.81 (0.48) 0.28 (0.01) 4,666 (422) 26,362Buhunga 17.18 (2.25) 3.85 (0.65) 0.3 (0.01) 3,661 (479) 21,309Bwambara 16.8 (1.45) 3.71 (0.46) 0.29 (0.01) 4,366 (377) 25,987Kagunga 9.41 (1.17) 1.81 (0.3) 0.3 (0.01) 1,459 (181) 15,500Nyakagyeme 11.9 (1.16) 2.37 (0.3) 0.29 (0.01) 3,814 (372) 32,052Ruhinda 16.03 (1.64) 3.42 (0.48) 0.3 (0.01) 3,814 (390) 23,796
KAMWENGE DISTRICT 37.67 (1.4) 11.14 (0.53) 0.29 (1.02) 96,007 (3,568) 254,863
KIBALE COUNTY 23.35 (1.67) 5.57 (0.58) 0.35 (0.07) 33,935 (2,427) 145,334Kamwenge 22.71 (1.92) 5.33 (0.64) 0.29 (0.01) 7,862 (665) 34,620Nkoma 29.89 (2.59) 7.69 (1.03) 0.44 (0.14) 9,773 (847) 32,696Bwiizi 21.69 (1.95) 4.97 (0.6) 0.28 (0.01) 5,654 (508) 26,066Kahunge 20.48 (1.58) 4.7 (0.48) 0.32 (0.03) 10,640 (821) 51,952
KITAGWENDA COUNTY 17.37 (1.3) 3.91 (0.42) 0.32 (0.01) 19,072 (1,427) 109,801Kicheche 15.12 (1.22) 3.3 (0.37) 0.31 (0.01) 6,056 (489) 40,052Mahyoro 20.26 (1.75) 4.78 (0.58) 0.38 (0.04) 4,085 (353) 20,164Ntara 17.49 (1.58) 3.85 (0.48) 0.31 (0.02) 3,527 (319) 20,163Nyabbani 18.39 (1.56) 4.18 (0.52) 0.29 (0.01) 5,411 (459) 29,422
KANUNGU DISTRICT 33.21 (1.28) 9.45 (0.45) 0.31 (0.87) 64,703 (2,494) 194,831
KINKIIZI COUNTY 23.52 (2.02) 5.65 (0.7) 0.32 (0.01) 45,783 (3,932) 194,655Rutenga 36.41 (4.17) 9.81 (1.62) 0.29 (0.01) 6,335 (725) 17,398Mpungu 36.42 (3.51) 9.59 (1.37) 0.27 (0.01) 2,939 (283) 8,069Rugyeyo 24.83 (2.71) 5.97 (0.94) 0.3 (0.01) 4,518 (493) 18,197Nyamirama 23.76 (2.11) 5.47 (0.68) 0.28 (0.01) 4,004 (356) 16,852Kihiihi 24.39 (2.17) 5.97 (0.76) 0.34 (0.02) 10,452 (930) 42,852Kayonza 19.11 (1.61) 4.4 (0.49) 0.34 (0.02) 5,421 (457) 28,365Kanyantorogo 16.96 (1.78) 3.68 (0.49) 0.31 (0.01) 2,853 (299) 16,823Kambuga 19.33 (1.71) 4.3 (0.53) 0.3 (0.01) 6,118 (541) 31,649Kirima 21.72 (2.13) 5.06 (0.69) 0.31 (0.01) 3,139 (308) 14,450
KYENJOJO DISTRICT 35.48 (1.76) 10.42 (0.64) 0.33 (6.9) 129,767 (6,437) 365,748
KYAKA COUNTY 18.81 (1.69) 4.23 (0.51) 0.3 (0.01) 21,161 (1,901) 112,498Kyegegwa 15.65 (1.49) 3.39 (0.43) 0.32 (0.01) 3,971 (378) 25,376Hapuyo 17.79 (2.06) 3.91 (0.58) 0.29 (0.01) 3,464 (401) 19,474Mpara 23.47 (2.16) 5.52 (0.71) 0.29 (0.01) 8,878 (817) 37,827Kasule 18.19 (2.34) 4.08 (0.66) 0.3 (0.01) 1,795 (231) 9,867Kakabara 15.3 (1.5) 3.23 (0.41) 0.29 (0.01) 3,053 (299) 19,954
MWENGE COUNTY 17.97 (1.34) 4.06 (0.41) 0.33 (0.02) 45,978 (3,429) 255,859Nyantungo 17.86 (1.53) 3.94 (0.46) 0.29 (0.01) 5,838 (500) 32,688Bugaaki 11.43 (1.04) 2.38 (0.28) 0.31 (0.01) 2,895 (263) 25,324Butiiti 12.32 (1.2) 2.58 (0.32) 0.31 (0.01) 4,041 (394) 32,801Katoke 16.67 (1.45) 3.59 (0.42) 0.41 (0.09) 5,845 (508) 35,061Kihuura 15.21 (1.43) 3.31 (0.4) 0.33 (0.03) 6,587 (619) 43,304Kyarusozi 19.78 (1.55) 4.49 (0.49) 0.3 (0.01) 8,606 (674) 43,510Nyankwanzi 28.89 (2.64) 7.25 (0.93) 0.3 (0.01) 5,459 (499) 18,895Bufunjo 27.64 (2.23) 6.78 (0.75) 0.29 (0.01) 6,710 (541) 24,276
APPENDIX