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

Jalisco

State Popul.
7,350,682
Municip.
125
Uncovered
81 / 64.8%
Cases
158,247
Death Toll
16,612
Hosp.*
41
Covered
11



Municipality Coverage Accessibility Population COVID-19 Probable Cases Poverty Index Coverage Index
San Sebastián del Oeste 0 5,755 28 57.2% 4.3%
Pihuamo 0 12,119 110 50.5% 5.0%
Chimaltitán 0 3,771 62 70.5% 3.0%
Jilotlán de los Dolores 0 9,545 62 50.1% 5.0%
La Manzanilla de la Paz 0 3,755 78 55.0% 4.5%
Santa María del Oro 0 2,517 3 64.0% 3.6%
Encarnación de Díaz 0 51,396 497 48.4% 5.2%
Huejúcar 0 6,084 84 48.7% 5.1%
San Martín Hidalgo 0 26,306 209 41.2% 5.9%
Tecolotlán 0 16,573 108 48.3% 5.2%
Magdalena 0 21,321 149 48.1% 100.0%
Santa María de los Ángeles 0 3,726 28 49.3% 5.1%
Atoyac 0 8,276 128 67.1% 3.3%
Zapotiltic 1 29,192 282 40.6% 59.4%
Zapotlanejo 0 63,636 386 40.5% 5.9%
Jesús María 0 18,634 150 44.3% 5.6%
Ixtlahuacán del Río 1 19,005 177 45.8% 54.2%
Cuautla 0 2,171 20 34.9% 6.5%
Cuautitlán de García Barragán 0 17,322 93 62.0% 3.8%
Quitupan 0 8,691 34 45.2% 5.5%
Etzatlán 1 18,632 74 49.7% 50.3%
Tuxcueca 0 6,316 28 51.4% 4.9%
San Ignacio Cerro Gordo 1 17,626 106 48.0% 52.0%
Tuxcacuesco 0 4,234 40 36.4% 6.4%
San Julián 0 15,454 76 42.5% 5.8%
Chiquilistlán 0 5,814 36 78.4% 2.2%
Tenamaxtlán 0 7,051 115 63.2% 3.7%
Techaluta de Montenegro 0 3,511 22 36.2% 6.4%
La Huerta 0 23,428 399 36.5% 6.4%
Tomatlán 0 35,050 277 50.4% 5.0%
Cabo Corrientes 0 10,029 33 46.6% 5.3%
Concepción de Buenos Aires 0 5,933 134 64.0% 3.6%
Juchitlán 0 5,515 31 57.2% 4.3%
Chapala 1 48,839 502 41.7% 58.3%
San Martín de Bolaños 0 3,405 16 38.6% 6.1%
Jocotepec 1 42,164 480 51.7% 48.3%
San Marcos 0 3,762 30 51.1% 4.9%
Tonaya 0 5,930 35 40.3% 6.0%
Cihuatlán 0 39,020 935 53.6% 4.6%
Degollado 0 21,132 56 46.3% 5.4%
Huejuquilla el Alto 0 8,781 84 65.8% 3.4%
Hostotipaquillo 1 10,284 31 74.0% 26.0%
San Juanito de Escobedo 1 8,896 109 51.9% 48.1%
Ahualulco de Mercado 1 21,714 251 33.0% 67.0%
Teuchitlán 0 9,088 90 33.6% 6.6%
Talpa de Allende 0 14,410 73 61.7% 3.8%
San Diego de Alejandría 0 6,647 91 54.7% 4.5%
Ejutla 0 2,082 29 34.8% 6.5%
Valle de Guadalupe 1 6,705 87 38.7% 61.3%
Zacoalco de Torres 1 27,901 318 50.9% 49.1%
Tototlán 1 21,871 152 40.9% 59.1%
Bolaños 0 6,820 50 62.8% 3.7%
Zapotlán del Rey 1 17,585 153 44.3% 55.7%
Totatiche 0 4,435 41 45.0% 5.5%
Casimiro Castillo 1 21,475 429 47.5% 52.5%
Acatic 1 21,206 181 36.6% 63.4%
Amacueca 0 5,545 39 61.1% 3.9%
Cañadas de Obregón 0 4,152 35 58.9% 4.1%
Teocuitatlán de Corona 1 10,837 46 51.2% 48.8%
Atenguillo 0 4,115 41 27.8% 7.2%
Yahualica de González Gallo 0 22,284 283 44.1% 5.6%
Autlán de Navarro 0 57,559 1,540 37.7% 100.0%
Mexticacán 0 6,034 70 65.5% 3.4%
Mixtlán 0 3,574 19 47.5% 5.3%
Guachinango 0 4,323 34 44.1% 5.6%
Villa Hidalgo 0 18,711 118 52.8% 4.7%
Atemajac de Brizuela 0 6,655 113 77.5% 2.3%
Zapotitlán de Vadillo 0 6,685 42 68.4% 3.2%
San Cristóbal de la Barranca 0 3,176 40 48.9% 5.1%
Villa Purificación 0 11,623 87 57.6% 4.2%
Valle de Juárez 0 5,798 37 64.6% 3.5%
Puerto Vallarta 1 255,681 13,260 26.4% 73.6%
Lagos de Moreno 0 153,817 2,847 36.8% 100.0%
Gómez Farías 1 14,011 236 53.8% 46.2%
San Miguel el Alto 0 31,166 167 39.3% 6.1%
Jamay 1 22,881 287 49.2% 50.8%
Cuquío 0 17,795 189 56.5% 4.4%
Mezquitic 0 18,084 76 84.8% 1.5%
El Grullo 1 23,845 443 44.1% 55.9%
Ocotlán 0 92,967 2,065 35.0% 100.0%
Guadalajara 2 1,495,189 47,089 25.4% 100.0%
Tamazula de Gordiano 1 37,986 1,006 35.1% 64.9%
El Salto 1 138,226 3,139 39.2% 60.8%
Ixtlahuacán de los Membrillos 1 41,060 711 28.2% 71.8%
Poncitlán 1 48,408 617 47.8% 52.2%
El Limón 1 5,499 43 42.6% 57.4%
Tala 0 69,031 1,608 33.3% 6.7%
Ojuelos de Jalisco 0 30,097 532 51.6% 4.8%
Unión de San Antonio 0 17,325 236 36.5% 6.4%
El Arenal 0 17,545 128 29.9% 7.0%
Teocaltiche 0 40,105 535 48.8% 5.1%
Ayotlán 0 38,291 167 56.3% 4.4%
Sayula 1 34,829 332 47.3% 52.7%
Mazamitla 0 13,225 166 54.7% 4.5%
Villa Corona 0 16,969 265 44.3% 5.6%
San Juan de los Lagos 0 65,219 911 46.2% 100.0%
Juanacatlán 1 13,218 279 21.3% 78.7%
Atotonilco el Alto 0 57,717 1,644 41.2% 5.9%
San Gabriel 0 15,310 63 44.5% 5.5%
Amatitán 0 14,648 70 38.6% 6.1%
Cocula 0 26,174 331 44.1% 5.6%
Jalostotitlán 1 31,948 108 42.1% 57.9%
Unión de Tula 1 13,737 111 49.7% 50.3%
Tonila 0 7,256 79 49.4% 5.1%
Mascota 0 14,245 169 44.0% 5.6%
Tecalitlán 0 16,847 154 54.1% 4.6%
Tapalpa 0 18,096 82 61.1% 3.9%
Ayutla 0 12,664 85 54.1% 4.6%
Ameca 0 57,340 833 37.5% 6.3%
Zapopan 0 1,243,756 28,204 28.1% 100.0%
San Pedro Tlaquepaque 0 608,114 11,171 34.7% 100.0%
Acatlán de Juárez 1 23,241 374 31.9% 68.1%
Tequila 1 40,697 307 42.6% 57.4%
Colotlán 0 18,091 497 46.3% 5.4%
Tlajomulco de Zúñiga 2 416,626 8,927 32.0% 100.0%
Villa Guerrero 0 5,638 50 64.6% 3.5%
Tizapán el Alto 0 20,857 160 62.8% 3.7%
Tonalá 2 478,689 8,220 37.3% 100.0%
La Barca 0 64,269 1,032 44.0% 5.6%
Arandas 0 72,812 1,063 41.9% 5.8%
Tolimán 0 9,591 36 58.1% 4.2%
Zapotlán el Grande 1 100,534 2,811 35.0% 65.0%
Tepatitlán de Morelos 1 136,123 3,167 32.3% 67.7%
Tuxpan 1 34,182 289 45.7% 54.3%
Atengo 0 5,400 50 58.7% 4.1%


Hospitals Covid-19* Covered Covered Municipalities
Hospital Regional De Ameca
hospital comunitario atotonilco
IMSS Hospital General de Zona 20 Autlán
Hospital Regional de Autlan Atoyac, Coatepec Harinas, Casimiro Castillo, Atlacomulco
Hospital Comunitario Cihuatlán
Hospital Regional Cocula
Hospital de Primer Contacto Colotlan
Hospital de Primer Contacto El Grullo
Hospital Comunitario de Encarnación de Díaz
Hospital General de Zona Imss #7
Hospital Regional Lagos de Moreno
Hospital Regional de Magdalena
UMF 96 IMSS Atoyac, San Juanito de Escobedo
IMSS Hospital General Regional 45
IMSS Occidente Guadalajara
Hospital Regional Dr. Valentín Gómez Farías ISSSTE
Hospital Zoquipan Atoyac, Ixtlahuacán del Río
IMSS Hospital General de Zona 14
IMSS Hospital General Regional 46 Atoyac, Juanacatlán
IMSS Hospital General de Zona 26 Tala
IMSS Hospital Gral. de Zona Núm. 21
Hospital Regional De Tepatitlan Atoyac, Tepatitlán de Morelos
Clínica IMSS # 06
IMSS Hospital General de Zona 9 CD. Guzman Atoyac, Ocotlán
Hospital Regional De Ciudad Guzman Atoyac, Gómez Farías
ISSSTE
IMSS Hospital General de Zona 42
Hospital CMQ Premiere Puerto Vallarta
Hospital Regional De Puerto Vallarta
IMSS Hospital General Regional 110 Oblatos
IMSS Hospital General de Zona 89
Hospital General Regional 180 IMSS
Hospital Comunitario Huejuquilla El Alto
Hospital Comunitario De Jocotepec
Hospital Regional La Barca Atoyac, Chapala
Hospital La Huerta
Hospital Comunitario Ojuelos
Hospital De Primer Contacto San Juan De Los Lagos
Hospital Comunitario Teocaltiche Atoyac, San Juan de los Lagos
Hospital de Primer Contacto Tomatlan
Hospital Regional De Yahualica