Optimization Analysis of Mexican Municipalities Coverage against Covid-19 by Resource Allocation

Sonora

State Popul.
2,662,480
Municip.
72
Uncovered
65 / 90.3%
Cases
136,467
Death Toll
9,325
Hosp.*
20
Covered
5



Municipality Coverage Accessibility Population COVID-19 Probable Cases Poverty Index Coverage Index
Puerto Peñasco 0 57,342 1,695 39.8% 6.0%
Huatabampo 0 79,313 2,753 46.3% 5.4%
Pitiquito 0 9,468 400 27.1% 7.3%
San Luis Río Colorado 1 178,380 6,804 40.3% 59.7%
Agua Prieta 0 79,138 1,920 33.1% 6.7%
San Felipe de Jesús 0 396 8 4.3% 9.6%
Santa Cruz 0 1,998 5 35.1% 6.5%
Yécora 0 6,046 107 71.7% 2.8%
Bacanora 0 784 34 14.0% 8.6%
Suaqui Grande 0 1,121 41 11.8% 8.8%
Imuris 0 12,316 184 27.9% 7.2%
Onavas 0 399 7 5.7% 9.4%
Carbó 0 5,347 74 42.3% 5.8%
Moctezuma 0 4,680 215 22.3% 7.8%
Villa Pesqueira 0 1,254 19 38.4% 6.2%
Benjamín Hill 0 5,275 120 31.2% 6.9%
San Miguel de Horcasitas 0 8,382 97 48.4% 5.2%
Nácori Chico 0 2,051 72 61.0% 3.9%
Bacerac 0 1,467 32 43.8% 5.6%
Ures 0 9,185 230 18.6% 8.1%
Huachinera 0 1,350 9 30.0% 7.0%
La Colorada 0 1,663 11 23.6% 7.6%
Granados 0 1,150 53 8.7% 9.1%
Tepache 0 1,365 14 15.6% 8.4%
Rayón 0 1,599 21 30.9% 6.9%
Altar 0 9,049 166 46.9% 5.3%
Tubutama 0 1,735 27 22.3% 7.8%
Nogales 0 220,292 8,139 23.9% 100.0%
Bacoachi 0 1,646 65 34.4% 6.6%
Magdalena 0 29,707 1,562 28.9% 7.1%
Guaymas 1 149,299 6,118 30.7% 69.3%
Naco 0 6,401 62 30.6% 6.9%
Divisaderos 0 813 8 22.7% 7.7%
Caborca 0 81,309 5,491 31.6% 6.8%
Hermosillo 1 784,342 56,277 19.4% 80.6%
Empalme 1 54,131 3,187 28.3% 71.7%
Cajeme 1 409,310 22,257 28.8% 71.2%
Navojoa 0 157,729 7,150 36.2% 6.4%
Santa Ana 0 16,014 905 25.6% 7.4%
Sahuaripa 0 6,020 326 40.1% 6.0%
San Ignacio Río Muerto 0 14,136 395 56.0% 4.4%
Bácum 1 22,821 578 46.3% 53.7%
Benito Juárez 0 22,009 930 43.3% 5.7%
Alamos 0 25,848 797 50.2% 5.0%
Mazatán 0 1,350 19 19.5% 8.1%
Quiriego 0 3,356 84 61.3% 3.9%
Aconchi 0 2,637 50 19.7% 8.0%
Huásabas 0 962 19 11.7% 8.8%
Cumpas 0 6,362 158 22.9% 7.7%
Bavispe 0 1,454 12 45.5% 5.4%
Arivechi 0 1,253 49 26.4% 7.4%
Oquitoa 0 443 6 4.7% 9.5%
Rosario 0 5,226 175 49.7% 5.0%
Arizpe 0 3,037 58 26.1% 7.4%
Cucurpe 0 958 20 19.1% 8.1%
San Javier 0 492 14 5.9% 9.4%
Soyopa 0 1,284 4 23.8% 7.6%
San Pedro de la Cueva 0 1,604 14 17.9% 8.2%
Atil 0 625 52 4.1% 9.6%
Cananea 0 32,936 3,347 26.1% 7.4%
Trincheras 0 1,731 18 22.0% 7.8%
Etchojoa 0 60,717 1,253 50.2% 5.0%
Baviácora 0 3,560 198 15.4% 8.5%
Huépac 0 1,154 11 2.7% 9.7%
Opodepe 0 2,878 9 30.0% 7.0%
Sáric 0 2,703 52 27.4% 7.3%
Nacozari de García 0 12,751 679 15.7% 8.4%
Fronteras 0 8,639 66 24.1% 7.6%
Villa Hidalgo 0 1,738 20 19.9% 8.0%
Bacadéhuachi 0 1,252 7 34.2% 6.6%
Banámichi 0 1,646 62 22.2% 7.8%
General Plutarco Elías Calles 0 15,652 646 0.0% 10.0%


Hospitals Covid-19* Covered Covered Municipalities
IMSS Hospital General Zona 2 Hermosillo
IMSS Hospital General De Zona 14
ISSSTE Clinica Hospital San Luis Rio Colorado
Hospital General del Estado de Sonora
"Hospital General ""C"" Hermosillo Dr. Fernando Ocaranza"
IMSS HGZ 4
Hospital General Guaymas
ISSSTE Clinica Hospital Guaymas Guaymas, Etchojoa
Hospital General Regional No. 1 del Instituto Mexicano del Seguro Social
ISSSTE Clinica Hospital Cd. Obregón Cuetzala del Progreso, Copala, Cajeme, Etchojoa
Hospital General de Ciudad Obregón
IMSS Hospital General de Zona No.3
ISSSTE Clinica Hospital Navojoa
Hospital Bajo Rio Mayo
Hospital Integral Puerto Peñasco
Hospital General de Agua Prieta
HOSPITAL GENERAL DE CANANEA
HOSPITAL GENERAL DE ZONA CON MEDICINA FAMILIAR
ISSSTE Clinica Hospital Nogales
Hospital General Nogales