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

México

State Popul.
15,175,862
Municip.
125
Uncovered
5 / 4.0%
Cases
422,334
Death Toll
45,006
Hosp.*
38
Covered
19



Municipality Coverage Accessibility Population COVID-19 Probable Cases Poverty Index Coverage Index
Cocotitlán 3 12,142 333 42.6% 100.0%
Luvianos 1 27,781 211 84.9% 15.1%
Jaltenco 3 26,328 363 47.8% 100.0%
San Simón de Guerrero 2 6,272 76 63.1% 73.8%
Timilpan 2 15,391 131 51.2% 97.6%
El Oro 1 34,446 425 61.8% 38.2%
Malinalco 3 25,624 302 76.3% 71.1%
Villa del Carbón 0 44,881 293 71.7% 2.8%
Tultepec 4 131,567 3,254 40.7% 100.0%
San José del Rincón 1 91,345 605 76.3% 23.7%
Melchor Ocampo 4 50,240 1,132 46.9% 100.0%
Apaxco 1 27,521 433 46.1% 53.9%
Joquicingo 3 12,840 157 72.2% 83.4%
Ixtapan de la Sal 2 33,541 684 61.5% 77.0%
Tonanitla 4 10,216 119 49.6% 100.0%
Villa Guerrero 3 59,991 359 71.3% 86.1%
Tenango del Valle 3 77,965 1,372 63.8% 100.0%
Hueypoxtla 1 39,864 355 67.3% 32.7%
Temascaltepec 2 32,870 245 78.2% 43.6%
Chapa de Mota 1 27,551 135 68.9% 31.1%
Mexicaltzingo 2 11,712 213 51.1% 97.8%
Tequixquiac 1 33,907 363 60.2% 39.8%
Jilotepec 1 83,755 1,461 57.5% 42.5%
Villa Victoria 0 94,369 580 71.7% 2.8%
Ozumba 1 27,207 532 70.0% 30.0%
Temamatla 3 11,206 363 40.2% 100.0%
Tonatico 2 12,099 129 57.3% 85.4%
Xonacatlán 1 46,331 862 53.9% 46.1%
Nextlalpan 3 31,691 487 55.1% 100.0%
Almoloya de Alquisiras 1 14,856 119 73.4% 26.6%
Chiconcuac 2 22,819 329 65.1% 69.8%
Tepetlixpa 1 18,327 252 68.4% 31.6%
Ocuilan 1 31,803 248 68.2% 31.8%
Jilotzingo 2 17,970 489 44.3% 100.0%
Nicolás Romero 3 366,602 10,471 43.2% 100.0%
Tepotzotlán 3 88,559 1,076 38.4% 100.0%
Ecatepec de Morelos 5 1,656,107 55,342 42.7% 100.0%
Toluca 2 819,561 23,557 45.5% 100.0%
Almoloya del Río 3 10,886 263 61.9% 100.0%
Chiautla 2 26,191 355 52.8% 94.4%
Calimaya 3 47,033 761 48.5% 100.0%
Zacualpan 1 15,121 51 76.1% 23.9%
Zacazonapan 2 4,051 29 67.6% 64.8%
San Felipe del Progreso 0 121,396 869 75.9% 72.3%
Ixtapan del Oro 1 6,629 28 89.2% 10.8%
Tenango del Aire 3 10,578 244 53.7% 100.0%
Villa de Allende 1 47,709 180 81.8% 18.2%
Texcalyacac 3 5,111 69 66.0% 100.0%
Otzoloapan 1 4,864 62 78.2% 21.8%
Chapultepec 2 9,676 192 39.6% 100.0%
Texcaltitlán 1 17,390 193 73.7% 26.3%
Ocoyoacac 2 61,805 997 46.3% 100.0%
Huixquilucan 2 242,167 7,824 30.8% 100.0%
Coatepec Harinas 2 36,174 230 63.8% 72.4%
Chicoloapan 3 175,053 4,252 44.8% 100.0%
Cuautitlán 0 140,059 6,992 26.2% 100.0%
Atenco 2 56,243 1,197 59.3% 81.4%
Teotihuacán 2 53,010 1,274 53.7% 92.6%
Chalco 0 310,130 18,276 54.5% 100.0%
Zinacantepec 2 167,759 2,442 53.3% 93.4%
Isidro Fabela 2 10,308 157 43.2% 100.0%
Coyotepec 2 39,030 770 44.9% 100.0%
Juchitepec 3 23,497 463 71.4% 85.8%
Zumpahuacán 2 16,365 140 78.3% 43.4%
Chimalhuacán 3 614,453 13,406 61.5% 100.0%
La Paz 2 253,845 7,948 54.4% 91.2%
Texcoco 1 235,151 6,502 45.8% 54.2%
Morelos 2 28,426 308 79.9% 40.2%
Tianguistenco 2 70,682 994 59.4% 81.2%
Sultepec 1 25,809 130 76.8% 23.2%
Atizapán 2 10,299 1,258 58.6% 82.8%
Tlalmanalco 3 46,130 1,401 45.6% 100.0%
Amecameca 3 48,421 1,073 57.6% 100.0%
Acolman 2 136,558 2,100 56.2% 87.6%
Papalotla 2 4,147 57 45.9% 100.0%
Zumpango 3 159,647 4,505 46.9% 100.0%
Ixtapaluca 3 467,361 14,087 54.2% 100.0%
Atlacomulco 2 93,718 2,250 59.4% 81.2%
Huehuetoca 2 100,023 2,396 39.8% 100.0%
San Martín de las Pirámides 2 24,851 419 49.5% 100.0%
Temascalapa 2 35,987 449 58.0% 84.0%
San Mateo Atenco 2 72,579 2,770 44.4% 100.0%
Amatepec 1 26,334 258 77.9% 22.1%
Capulhuac 2 34,101 447 54.9% 90.2%
Jiquipilco 1 69,031 392 66.7% 33.3%
Metepec 2 214,162 5,641 31.6% 100.0%
Jocotitlán 3 61,204 1,071 58.8% 100.0%
Polotitlán 0 13,002 83 50.2% 5.0%
Tezoyuca 2 35,199 1,048 65.4% 69.2%
Santo Tomás 1 9,111 117 62.5% 37.5%
Axapusco 1 25,559 416 59.3% 40.7%
Valle de Bravo 1 61,599 1,189 61.2% 38.8%
San Antonio la Isla 3 22,152 508 39.4% 100.0%
Nopaltepec 1 8,895 167 56.0% 44.0%
Temoaya 2 90,010 754 71.8% 56.4%
Donato Guerra 1 33,455 207 83.6% 16.4%
Tlalnepantla de Baz 4 664,225 30,090 34.9% 100.0%
Naucalpan de Juárez 0 833,779 32,407 37.1% 100.0%
Tultitlán 5 486,998 13,202 36.4% 100.0%
Otumba 1 34,232 496 63.3% 36.7%
Almoloya de Juárez 2 147,653 1,310 59.9% 80.2%
Otzolotepec 1 78,146 703 62.8% 37.2%
Tejupilco 0 71,077 1,767 71.3% 86.1%
Ixtlahuaca 1 141,482 1,670 70.3% 29.7%
Teoloyucan 4 63,115 1,160 52.1% 100.0%
Lerma 2 134,799 2,342 46.5% 100.0%
Aculco 0 44,823 412 61.9% 3.8%
Amanalco 1 22,868 622 76.2% 23.8%
Tecámac 4 364,579 11,003 36.8% 100.0%
Valle de Chalco Solidaridad 0 357,645 8,239 59.0% 100.0%
Atizapán de Zaragoza 0 489,937 13,432 34.2% 100.0%
Nezahualcóyotl 4 1,110,565 46,447 38.7% 100.0%
Coacalco de Berriozábal 5 278,064 10,019 26.7% 100.0%
Temascalcingo 2 62,695 618 74.6% 50.8%
Cuautitlán Izcalli 5 511,675 11,746 27.7% 100.0%
Tenancingo 0 90,946 1,790 61.5% 100.0%
Acambay de Ruíz Castañeda 1 60,918 770 73.5% 26.5%
Atlautla 1 27,663 332 76.1% 23.9%
Tepetlaoxtoc 2 27,944 299 56.0% 88.0%
Ecatzingo 1 9,369 96 77.4% 22.6%
Tlatlaya 0 32,997 125 77.1% 2.3%
Rayón 3 12,748 206 39.7% 100.0%
Ayapango 3 8,864 74 46.5% 100.0%
Xalatlaco 2 26,865 368 62.2% 75.6%
Soyaniquilpan de Juárez 1 11,798 71 56.6% 43.4%


Hospitals Covid-19* Covered Covered Municipalities
Hospital General de Chimalhuacán
22a Zona Militar
Hospital Dr. Fernando Quiroz Gutiérrez Atizapán, Atlautla
Hospital General DR. GUSTAVO BAZ PRADA Venustiano Carranza, Cuauhtémoc, Atlautla, Ayapango
Hospital La Perla Nezahualcoyotl
Hospital General Dr. Jose María Rodríguez
Hospital General Ecatepec las Américas
IMSS Hospital General de Zona UMF 76 Atenco, Atlautla
Hospital General Dr. Maximiliano Ruiz Castañeda
Hospital General Dr. Nicolas San Juán
Centro Médico Lic. Adolfo López Mateos
Hospital Materno Perinatal Mónica Pretelini
IMSS Hospital General Regional 220
ISSSTE Hospital General Toluca
"Hospital General de Atizapán de Zaragoza ""Dr. Salvador González Herrejón"""
Hospital General Jilotepec Cardonal, Eloxochitlán, Coacalco de Berriozábal, Atlautla
Hospital Gral. José Vicente Villada Jilotepec, Bavispe, Atlautla, Opodepe
Hospital General Tenancingo Cardonal, Eloxochitlán, Coacalco de Berriozábal, Atlautla
ISEM Guadalupe Victoria Texcoco Calimaya, Atlautla
IMSS Hospital General de Zona 197
Hospital General Valentin Gomez Farias
H.G. Valle de Bravo Cuauhtémoc, Atlautla
Hospital General de Atlacomulco Cacahoatán, Donato Guerra, Escuintla, Atlautla
Hospital General de Axapusco Atlacomulco, Atlautla
Hospital General de Chalco Atenco, Atlautla
Hospital General Ixtapan de la Sal Venustiano Carranza, Cuauhtémoc, Atlautla, Ayapango
Hospital General Ixtlahuaca Valentín Gómez Farías Coatepec Harinas, Atlautla
Hospital General Miguel Hidalgo y Costilla Bicentenario Juárez, Ixtlahuaca, Atlautla
Hospital General San Felipe Del Progreso San Simón de Guerrero, Coyame del Sotol, Atlautla
Hospital General Ixtapaluca Dr. Pedro López Jesús María, Jocotitlán, Autlán de Navarro, Atlautla
Hospital Regional de Alta Especialidad Ixtapaluca
IMSS Hospital General de Zona 194
Hospital Regional de Alta Especialidad de Zumpango Cardonal, Eloxochitlán, Coacalco de Berriozábal, Atlautla
Hospital General de Zona No. 58 "Gral. Manuel Ávila Camacho" IMSS Pánuco de Coronado, Nazas, Coacalco de Berriozábal, Atlautla
ISSSTE Hospital Regional Tipo B de Alta Especialidad Bicentenario de la Independencia
Hospital General de Zona No. 98
IMSS Hospital General Regional 251 Metepec
IMSS Hospital General de Zona 57 Almoloya del Río, Juárez, Castaños, Atlautla