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dominant in West Java, while for the fifth indicator (e) the hotspot<br />

area comprises some districts of East Java<br />

Latitude<br />

Latitude<br />

9°�S 8°�S 7°�S 6°�S 5°�S<br />

Latitude<br />

9°�S 8°�S 7°�S 6°�S 5°�S<br />

10°�S 9°�S 8°�S 7°�S 6°�S 5°�S<br />

The Hotspot of Number of Infants Death in Java Island, 2007<br />

190<br />

266 89 196<br />

115<br />

174 28<br />

170<br />

86<br />

328<br />

244<br />

39<br />

109<br />

189<br />

413 85<br />

134 345<br />

60134<br />

114<br />

107<br />

392<br />

173 178<br />

10 44<br />

145<br />

169 78 170 210 83 208<br />

96<br />

329 125<br />

162<br />

83 223<br />

31<br />

56<br />

72 117<br />

115 177<br />

147<br />

186 69<br />

312 104 69<br />

663<br />

25<br />

392 270<br />

141<br />

217 142<br />

347<br />

96<br />

340<br />

14 372<br />

100 2<br />

47<br />

260 101<br />

111 66<br />

100<br />

133<br />

96 18<br />

62<br />

61<br />

63 253 46<br />

66<br />

37 32<br />

24<br />

85<br />

298 17<br />

82<br />

50<br />

187<br />

131 112<br />

174<br />

172<br />

84<br />

61<br />

97 6<br />

78 83 142 77<br />

285<br />

139<br />

6 22<br />

54<br />

108<br />

106°�E 108°�E 110°�E 112°�E 114°�E 116°�E<br />

Longitude<br />

ULS hotspot detection, mapped with R<br />

(a)<br />

The Hotspot of Number of People in Poverty (in thousands) in Java Island, 2007<br />

519.5<br />

229.6<br />

400.4<br />

111.7 231.2<br />

49.1 70.3<br />

371.6<br />

365.3<br />

701.6 267.5 319 258 203.7 215.4260.5<br />

352.3<br />

283.9<br />

394.6<br />

519.1<br />

297.8<br />

288.3<br />

325.5<br />

338.9 257.4<br />

297.6 273.6<br />

178.5 229.5<br />

321.5<br />

203.7<br />

435.5<br />

328.2 361.5<br />

26.2<br />

780 550.2<br />

270.5 300.4 270.4<br />

188.7<br />

11.5 223.3<br />

302.4 375.6 20.1<br />

74.9<br />

261.6143.8<br />

214.9 130.6 230.5<br />

420.6 102.212.1<br />

203<br />

21.3<br />

161.5380.1230.9<br />

278.7<br />

131.5 60<br />

34.9<br />

35.3 267.4 15<br />

93.9<br />

201<br />

277.1<br />

273.3 157.9<br />

56.6<br />

165.7<br />

301.2<br />

125.6 170.5 15.2<br />

199<br />

149.1 171.2 365.3<br />

417<br />

227.3<br />

213.1<br />

9470.7 141.7<br />

35.4 122.6 106.9 294.4<br />

35.9<br />

91.4<br />

235.8<br />

114.5<br />

361.7<br />

28.3 398<br />

161.8 234.4<br />

43.7<br />

22.6<br />

87.2<br />

187.7<br />

54.5 12.9<br />

171.8<br />

106°�E 108°�E 110°�E 112°�E 114°�E 116°�E<br />

Longitude<br />

ULS hotspot detection, mapped with R<br />

(b)<br />

The Hotspot of Low Birth Weight in Java Island, 2007<br />

610 129 261<br />

947 1962 215 392<br />

154<br />

815 90<br />

540<br />

212<br />

814<br />

238<br />

96<br />

386<br />

580<br />

1085 238<br />

490 299<br />

478 752<br />

172<br />

149<br />

113<br />

788<br />

60<br />

768<br />

172<br />

295 300 522 483 9 137<br />

931<br />

445<br />

436 345<br />

606<br />

125 189<br />

164<br />

130 85 144<br />

262 644<br />

208<br />

228 1307<br />

2464 111 105<br />

507<br />

62<br />

572 815 1003<br />

208<br />

276 413<br />

271<br />

36 971<br />

616<br />

357 83<br />

209<br />

556 295<br />

131 214<br />

422<br />

238<br />

274 43<br />

476<br />

86<br />

68 40 350<br />

156<br />

204 5<br />

164<br />

66 401 19<br />

220<br />

530<br />

409<br />

383 187<br />

164<br />

250<br />

176<br />

145<br />

252 11<br />

130 250 668 573<br />

388<br />

184<br />

1456<br />

106°�E 108°�E 110°�E 112°�E 114°�E 116°�E<br />

Longitude<br />

ULS hotspot detection, mapped with R<br />

(c)<br />

234<br />

Latitude<br />

10°�S 8°�S 6°�S<br />

Latitude<br />

The Hotspot of Non Health Personnel Assisted (in percentage) in Java Island, 2007<br />

6.3<br />

14.6 3.2 0<br />

26.6<br />

30.3 14.5<br />

11.7<br />

21.9<br />

43.8<br />

18.5<br />

22.5 10.5<br />

2.5 14.2<br />

43.3 39.7<br />

13.6<br />

21.6<br />

7.6 4.8<br />

18.7<br />

29.7<br />

3.2<br />

33.9<br />

13.5<br />

18.3<br />

37.3<br />

18.5 17.8 15.1 2.3 22 9.9<br />

22.6 21.2<br />

48.9<br />

6<br />

8.9 0<br />

20.6<br />

27.3<br />

28.2 8.7<br />

8.8 10.6<br />

5<br />

18.9<br />

47.6 22.8 22.7<br />

25.8<br />

24.1<br />

0.2<br />

12 5.9<br />

25.9<br />

15.8 9<br />

29.6<br />

0.2<br />

41.1<br />

4.8 9.5<br />

0 4.5<br />

4.5<br />

14 0.2<br />

2.4 11.9<br />

20.3<br />

12.4<br />

6.2 0<br />

9.1<br />

0.9<br />

7.3 9.8 10.4<br />

19.7<br />

6 7.2<br />

4.6 11.6 9.9<br />

19<br />

21.3<br />

14.5 11.3<br />

4.6 14.6<br />

0<br />

12.6<br />

17.6<br />

20.2<br />

3 2.4<br />

16.2 0.5 22.2 5.4<br />

19.3<br />

13.9<br />

0 0 8.9<br />

12.6<br />

106°�E 108°�E 110°�E 112°�E 114°�E 116°�E<br />

10°�S 9°�S 8°�S 7°�S 6°�S 5°�S 4°�S<br />

107 106 94<br />

104 105 99 93<br />

100<br />

79 95<br />

91<br />

92<br />

90<br />

96<br />

80<br />

81<br />

10197<br />

82<br />

87 98<br />

89 88<br />

86<br />

108<br />

83<br />

102 103<br />

84<br />

85<br />

ULS hotspot detection, mapped with R<br />

(d)<br />

Longitude<br />

The Hotspot of Average Education Shortfall in Java Island, 2007<br />

63<br />

62 61 60<br />

78 77<br />

64<br />

23<br />

29<br />

72 71 70 69 68 67 76<br />

26 27<br />

58 59<br />

28<br />

24 25<br />

66<br />

22<br />

46 65<br />

37<br />

47<br />

75<br />

44 45<br />

50<br />

52 57<br />

73<br />

21<br />

35 15<br />

51<br />

74<br />

17 16<br />

19 18<br />

48 56 20 36<br />

49 42 53 54<br />

34<br />

14<br />

39 43<br />

306<br />

33<br />

38<br />

12<br />

40<br />

13<br />

55 2<br />

32<br />

11<br />

41<br />

1 3 4 315<br />

7 8<br />

9<br />

10<br />

106°�E 108°�E 110°�E 112°�E 114°�E 116°�E<br />

Longitude<br />

ULS Hotspot Detection, mapped with R<br />

(e)<br />

Figure 9. ULS Hotspot districts of infd (a), pov (b), lbw (c),<br />

abhp (d), and avedsf (e) as generated by the R commands<br />

[11],[12].<br />

Table 10 shows the five worst districts for salient5, salient3 and<br />

salient53 and information whether the district is a hotspot or not a<br />

hotspot. There is no district of the first column as the hotspot<br />

based on indicator avedsf (average education shortfall), so this<br />

column is omitted. Districts 90 and 87 are strong enough to be<br />

considered as the worst districts of infant health.<br />

Table 10. Five worst districts for salients and ULS hotspot<br />

districts for each indicator<br />

Distr sal5 sal3 sal53 hinfd hpov hlbw habhp<br />

90 Yes Yes Yes Yes No Yes Yes<br />

87 Yes Yes Yes Yes No Yes Yes<br />

47 Yes No Yes Yes Yes Yes Yes<br />

58 Yes No No Yes Yes Yes No<br />

81 Yes No No No No No Yes<br />

83 No Yes Yes Yes No Yes Yes<br />

44 No Yes Yes Yes Yes Yes No<br />

45 No Yes No Yes Yes Yes No<br />

9

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