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

Veracruz de Ignacio de la Llave

State Popul.
7,643,194
Municip.
212
Uncovered
127 / 59.9%
Cases
132,929
Death Toll
15,209
Hosp.*
23
Covered
8



Municipality Coverage Accessibility Population COVID-19 Probable Cases Poverty Index Coverage Index
Tantoyuca 0 101,743 264 74.5% 2.6%
Soledad de Doblado 0 27,008 245 63.7% 3.6%
Tecolutla 0 25,126 124 67.0% 3.3%
Calcahualco 0 12,929 15 95.3% 1.0%
San Andrés Tuxtla 0 157,364 2,544 75.2% 2.5%
Tlapacoyan 1 58,084 420 73.1% 26.9%
Yanga 1 17,462 263 49.5% 50.5%
Texistepec 0 20,199 51 71.3% 2.9%
Teocelo 1 16,327 114 65.0% 35.0%
San Juan Evangelista 0 33,435 39 71.3% 2.9%
Tampico Alto 0 12,242 57 58.1% 4.2%
Tlacojalpan 0 4,632 34 71.7% 2.8%
Miahuatlán 1 4,429 17 91.0% 10.0%
Texcatepec 0 10,627 13 94.4% 1.0%
Espinal 1 25,548 63 75.3% 24.7%
Chinampa de Gorostiza 0 15,286 14 68.7% 3.1%
Tatatila 0 5,584 9 87.2% 1.3%
Ozuluama de Mascareñas 0 23,276 79 59.0% 4.1%
Catemaco 0 48,593 494 77.5% 2.3%
Totutla 0 16,403 29 76.1% 2.4%
Isla 0 42,205 325 67.4% 3.3%
Saltabarranca 0 5,908 59 46.5% 5.4%
Huayacocotla 0 20,765 91 77.3% 2.3%
Tantima 0 12,814 13 64.2% 3.6%
Tlacotepec de Mejía 0 3,965 10 72.2% 2.8%
Xoxocotla 1 5,163 1 90.7% 10.0%
Río Blanco 2 40,634 1,674 46.2% 100.0%
Chocamán 2 18,601 213 69.8% 60.4%
Ixhuatlán del Café 1 21,407 100 80.3% 19.7%
Tuxpan 1 143,362 3,553 45.1% 54.9%
Rafael Delgado 2 20,245 483 76.9% 46.2%
Emiliano Zapata 1 61,718 709 40.9% 59.1%
Banderilla 1 21,546 307 47.2% 52.8%
Soteapan 0 32,596 33 89.3% 1.1%
Misantla 0 62,919 466 66.4% 3.4%
Álamo Temapache 0 104,499 491 67.5% 3.2%
Chacaltianguis 0 11,683 94 52.4% 4.8%
Atzalan 0 48,397 178 82.7% 1.7%
Ixhuatlán de Madero 0 49,820 72 82.8% 1.7%
Otatitlán 0 5,250 12 70.2% 3.0%
Platón Sánchez 0 17,888 54 77.6% 2.2%
Manlio Fabio Altamirano 1 22,585 244 54.5% 45.5%
Aquila 1 1,797 5 94.8% 10.0%
Las Vigas de Ramírez 1 17,958 55 76.1% 23.9%
Tlalnelhuayocan 1 16,311 104 60.6% 39.4%
Pueblo Viejo 0 55,358 624 57.8% 4.2%
Papantla 0 158,599 1,485 62.9% 100.0%
Huatusco 0 54,561 383 67.6% 3.2%
Tequila 2 14,648 45 86.9% 26.2%
Gutiérrez Zamora 0 24,353 182 65.5% 3.4%
Alto Lucero de Gutiérrez Barrios 1 28,017 122 70.5% 29.5%
Jamapa 1 10,376 126 51.7% 48.3%
Benito Juárez 0 16,692 24 80.1% 2.0%
Acultzingo 1 20,973 129 72.7% 27.3%
Cerro Azul 0 25,801 148 50.0% 5.0%
Hueyapan de Ocampo 0 41,649 305 71.6% 2.8%
Tlachichilco 0 11,276 11 84.9% 1.5%
Omealca 1 22,561 130 68.3% 31.7%
José Azueta 0 23,999 305 69.4% 3.1%
Las Choapas 0 77,426 521 67.0% 3.3%
Ixmatlahuacan 0 5,727 58 43.1% 5.7%
Ayahualulco 0 25,456 53 91.5% 1.0%
Lerdo de Tejada 0 20,141 588 47.7% 5.2%
Córdoba 0 196,541 7,590 47.6% 100.0%
Tihuatlán 0 89,774 1,070 56.7% 4.3%
Xalapa 0 457,928 12,128 37.6% 100.0%
Jesús Carranza 0 27,080 47 70.6% 2.9%
Poza Rica de Hidalgo 1 193,311 7,405 41.4% 58.6%
Acayucan 0 83,817 508 63.6% 3.6%
Los Reyes 1 5,484 9 90.5% 10.0%
San Andrés Tenejapan 2 2,715 20 78.1% 43.8%
Oluta 0 14,784 83 67.5% 3.2%
Angel R. Cabada 0 33,528 370 60.3% 4.0%
Cazones de Herrera 0 23,483 151 68.8% 3.1%
Xico 1 35,188 216 71.2% 28.8%
Cosamaloapan de Carpio 0 57,366 2,168 52.2% 4.8%
Tlaquilpa 1 7,151 8 93.2% 10.0%
Tlalixcoyan 0 37,037 220 65.7% 3.4%
Tonayán 1 5,696 9 85.5% 14.5%
Oteapan 1 14,965 66 76.5% 23.5%
Pajapan 0 15,909 19 83.9% 1.6%
Chiconquiaco 0 13,190 18 90.4% 1.0%
Magdalena 2 2,920 14 85.6% 28.8%
Tamiahua 0 23,588 85 66.9% 3.3%
La Perla 2 23,648 54 90.3% 20.0%
Comapa 0 18,713 35 79.8% 2.0%
Vega de Alatorre 0 19,541 129 64.9% 3.5%
Tepetlán 1 9,004 17 69.3% 30.7%
Las Minas 0 2,897 2 86.1% 1.4%
Cotaxtla 0 19,710 111 55.3% 4.5%
Tomatlán 2 6,763 58 65.9% 68.2%
Tlacotalpan 0 13,284 141 58.0% 4.2%
Jalcomulco 0 4,940 27 83.3% 1.7%
Juan Rodríguez Clara 0 37,193 114 71.3% 2.9%
Soledad Atzompa 1 21,380 16 95.3% 10.0%
Tuxtilla 0 2,177 38 41.6% 5.8%
Orizaba 2 120,995 6,496 40.4% 100.0%
Tamalín 0 11,211 19 75.7% 2.4%
Jalacingo 0 40,747 90 81.0% 1.9%
Fortín 2 59,761 2,334 42.0% 100.0%
Medellín de Bravo 1 59,126 1,578 40.7% 59.3%
Pánuco 0 97,290 2,096 55.4% 4.5%
Coscomatepec 1 52,510 243 78.9% 21.1%
Ignacio de la Llave 0 17,121 59 71.0% 2.9%
La Antigua 0 25,500 1,277 39.9% 6.0%
Cuichapa 1 11,645 102 59.7% 40.3%
Chicontepec 0 54,982 271 79.1% 2.1%
Puente Nacional 0 21,603 378 49.7% 5.0%
Ursulo Galván 0 29,005 595 34.9% 6.5%
Naolinco 1 20,255 95 62.4% 37.6%
Moloacán 1 16,120 90 53.2% 46.8%
Acula 0 5,129 59 56.2% 4.4%
Soconusco 0 14,395 59 58.9% 4.1%
Naranjal 2 4,507 39 66.1% 67.8%
Altotonga 0 60,396 242 76.9% 2.3%
Hidalgotitlán 0 18,277 29 72.7% 2.7%
Coacoatzintla 1 9,416 59 77.9% 22.1%
Nautla 0 9,974 48 56.4% 4.4%
Juchique de Ferrer 0 16,387 34 71.0% 2.9%
Coyutla 0 21,822 40 82.1% 1.8%
Sayula de Alemán 0 31,974 56 70.5% 3.0%
Filomeno Mata 0 16,418 16 96.1% 1.0%
Chalma 0 12,626 46 68.2% 3.2%
Mecatlán 0 11,808 8 95.2% 1.0%
Tlacolulan 1 10,299 31 75.5% 24.5%
Ixhuacán de los Reyes 0 10,724 25 81.3% 1.9%
Ilamatlán 0 13,575 17 93.7% 1.0%
Coxquihui 0 15,492 23 80.2% 2.0%
Yecuatla 0 11,357 17 77.0% 2.3%
Chumatlán 0 3,889 3 90.1% 1.0%
Texhuacán 0 5,292 11 86.4% 1.4%
Chontla 0 14,688 22 70.9% 2.9%
Atlahuilco 1 9,824 71 88.1% 11.9%
Ixcatepec 0 12,713 25 79.7% 2.0%
Coahuitlán 0 7,810 6 91.7% 1.0%
Mecayapan 0 17,333 21 91.4% 1.0%
Tlilapan 2 4,879 103 74.9% 50.2%
Landero y Coss 1 1,546 7 82.4% 17.6%
Tepetzintla 0 13,949 32 75.5% 2.5%
Alpatláhuac 0 9,691 13 86.0% 1.4%
Coetzala 2 2,144 13 70.9% 58.2%
Sochiapa 0 3,502 18 70.8% 2.9%
Tancoco 0 5,873 12 65.6% 3.4%
Tepatlaxco 1 8,249 7 76.7% 23.3%
Tenochtitlán 0 5,222 8 84.0% 1.6%
Ixtaczoquitlán 2 65,385 1,922 55.5% 89.0%
Coatzacoalcos 1 305,260 9,153 38.3% 61.7%
Camerino Z. Mendoza 1 41,778 910 58.1% 41.9%
Huiloapan de Cuauhtémoc 2 6,750 181 50.7% 98.6%
Nogales 2 34,688 1,276 56.6% 86.8%
Boca del Río 1 138,058 2,909 30.0% 70.0%
Ixhuatlán del Sureste 1 14,903 116 50.9% 49.1%
Naranjos Amatlán 0 27,548 144 53.4% 4.7%
Cosoleacaque 1 117,725 1,303 50.7% 49.3%
Mariano Escobedo 2 33,941 760 66.7% 66.6%
Paso del Macho 1 29,165 197 60.2% 39.8%
Tezonapa 0 52,584 115 73.7% 2.6%
Amatlán de los Reyes 2 42,268 614 52.3% 95.4%
Tempoal 0 34,956 158 71.7% 2.8%
Castillo de Teayo 0 18,663 56 72.1% 2.8%
Maltrata 1 16,898 152 79.5% 20.5%
Atzacan 2 20,063 312 77.0% 46.0%
Jilotepec 1 15,313 131 58.2% 41.8%
Actopan 0 40,994 241 54.6% 4.5%
Jáltipan 1 39,673 605 60.2% 39.8%
Camarón de Tejeda 0 6,224 20 63.2% 3.7%
Colipa 0 5,728 22 70.2% 3.0%
Carrillo Puerto 0 16,313 39 69.0% 3.1%
Paso de Ovejas 0 32,576 494 47.5% 5.3%
Tlaltetela 1 14,613 28 74.8% 25.2%
Apazapan 0 4,027 15 55.5% 4.5%
Mixtla de Altamirano 0 10,387 12 95.3% 1.0%
Citlaltépetl 0 11,081 15 78.3% 2.2%
Astacinga 0 5,995 9 96.1% 1.0%
Zacualpan 0 6,784 11 84.5% 1.6%
Tenampa 0 6,247 9 75.0% 2.5%
Cuitláhuac 1 26,265 193 53.9% 46.1%
Ixhuatlancillo 2 21,150 512 60.4% 79.2%
Rafael Lucio 1 7,023 44 58.8% 41.2%
Villa Aldama 0 10,851 52 77.6% 2.2%
Perote 0 68,982 589 71.0% 2.9%
Playa Vicente 0 40,984 126 72.3% 2.8%
Coatzintla 1 48,351 1,197 47.4% 52.6%
Chiconamel 0 6,752 23 83.0% 1.7%
Veracruz 0 552,156 25,127 33.2% 100.0%
Martínez de la Torre 1 101,358 2,349 51.1% 48.9%
Coatepec 1 86,696 1,573 44.8% 55.2%
Minatitlán 1 157,840 3,653 47.8% 52.2%
Tierra Blanca 0 94,087 1,293 51.2% 4.9%
Amatitlán 0 7,487 100 39.3% 6.1%
Santiago Tuxtla 0 56,427 365 74.9% 2.5%
Chinameca 1 15,214 87 60.2% 39.8%
Alvarado 0 51,955 767 47.4% 5.3%
Atoyac 1 22,986 186 63.4% 36.6%
Cosautlán de Carvajal 1 15,668 32 78.1% 21.9%
Tehuipango 0 23,479 21 96.5% 1.0%
Acatlán 1 3,085 14 91.8% 10.0%
Acajete 1 8,223 42 62.3% 37.7%
Zongolica 1 41,923 402 82.0% 18.0%
Carlos A. Carrillo 0 22,907 431 38.7% 6.1%
El Higo 0 19,128 326 49.2% 5.1%
Agua Dulce 0 46,010 449 51.2% 4.9%
Tres Valles 0 45,095 748 57.6% 4.2%
Nanchital de Lázaro Cárdenas del Río 1 27,094 439 33.3% 66.7%
San Rafael 1 29,277 319 54.7% 45.3%
Uxpanapa 0 27,346 83 84.0% 1.6%
Zontecomatlán de López y Fuentes 0 13,866 8 86.3% 1.4%
Zaragoza 1 10,720 30 76.1% 23.9%
Tatahuicapan de Juárez 0 14,297 17 83.8% 1.6%
Zentla 0 12,379 9 62.3% 3.8%
Zozocolco de Hidalgo 0 13,434 16 86.7% 1.3%
Santiago Sochiapan 0 12,409 16 85.4% 1.5%


Hospitals Covid-19* Covered Covered Municipalities
Hospital General De Boca Del Rio
Hospital Civil Regional Dr. Emilio Alcazar
Cliníca Hospital ISSSTE
"Hospital General IMSS; Medicina Familiar 28"
IMSS Hospital General de Zona 50 Lerdo de Tejada Tlapacoyan, Camerino Z. Mendoza
Hospital Regional de Xalapa Dr. Luis F. Nachon
IMSS Hospital General de Zona 11 Xalapa
ISSSTE Clínica Hospital Asientos, Camerino Z. Mendoza, Acatlán
IMSS - Hospital General Zona No. 24
Hospital Regional de Poza Rica Uneme ec
ISSSTE Hospital General
IMSS Veracruz
IMSS Hospital General de Zona 71 Jamapa, Camerino Z. Mendoza, Padilla
Hospital Regional De Alta Especialidad de Veracruz
Hospital Issste Especialidades
IMSS Hospital General de Zona 8 Córdoba
Hospital General de Córdoba Yanga Chapala, Casimiro Castillo, Camerino Z. Mendoza, Atoyac
Hospital Regional de Coatzacoalcos Dr. Valentin Gomez Farias
ISSSTE COATZACOALCOS
Hospital General de Minatitlán
Clinica Hospital ISSSTE Orizaba Camerino Z. Mendoza, Cosoleacaque
Hospital General de Papantla Dr. Jose Buil Belenguer
Hospital Regional de Río Blanco Espinal, Camerino Z. Mendoza