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
120,631
Death Toll
14,115
Hosp.*
23
Covered
8



Municipality Coverage Accessibility Population COVID-19 Probable Cases Poverty Index Coverage Index
Tecolutla 0 25,126 118 67.0% 3.3%
Calcahualco 0 12,929 15 95.3% 1.0%
San Andrés Tuxtla 0 157,364 2,019 75.2% 2.5%
Soledad de Doblado 0 27,008 237 63.7% 3.6%
Tlapacoyan 1 58,084 402 73.1% 26.9%
Yanga 1 17,462 241 49.5% 50.5%
San Juan Evangelista 0 33,435 36 71.3% 2.9%
Catemaco 0 48,593 412 77.5% 2.3%
Espinal 1 25,548 61 75.3% 24.7%
Texistepec 0 20,199 49 71.3% 2.9%
Teocelo 1 16,327 106 65.0% 35.0%
Ozuluama de Mascareñas 0 23,276 74 59.0% 4.1%
Tampico Alto 0 12,242 52 58.1% 4.2%
Tlacojalpan 0 4,632 32 71.7% 2.8%
Miahuatlán 1 4,429 17 91.0% 10.0%
Texcatepec 0 10,627 12 94.4% 1.0%
Chinampa de Gorostiza 0 15,286 13 68.7% 3.1%
Tatatila 0 5,584 8 87.2% 1.3%
Totutla 0 16,403 27 76.1% 2.4%
Saltabarranca 0 5,908 54 46.5% 5.4%
Huayacocotla 0 20,765 78 77.3% 2.3%
Tantima 0 12,814 12 64.2% 3.6%
Tlacotepec de Mejía 0 3,965 11 72.2% 2.8%
Xoxocotla 1 5,163 1 90.7% 10.0%
Río Blanco 2 40,634 1,521 46.2% 100.0%
Chocamán 2 18,601 198 69.8% 60.4%
Ixhuatlán del Café 1 21,407 91 80.3% 19.7%
Tuxpan 1 143,362 3,330 45.1% 54.9%
Rafael Delgado 2 20,245 444 76.9% 46.2%
Emiliano Zapata 1 61,718 659 40.9% 59.1%
Banderilla 1 21,546 276 47.2% 52.8%
Soteapan 0 32,596 30 89.3% 1.1%
Misantla 0 62,919 418 66.4% 3.4%
Álamo Temapache 0 104,499 482 67.5% 3.2%
Chacaltianguis 0 11,683 90 52.4% 4.8%
Atzalan 0 48,397 174 82.7% 1.7%
Ixhuatlán de Madero 0 49,820 70 82.8% 1.7%
Otatitlán 0 5,250 12 70.2% 3.0%
Platón Sánchez 0 17,888 51 77.6% 2.2%
Manlio Fabio Altamirano 1 22,585 233 54.5% 45.5%
Aquila 1 1,797 5 94.8% 10.0%
Huatusco 0 54,561 334 67.6% 3.2%
Tequila 2 14,648 42 86.9% 26.2%
Alto Lucero de Gutiérrez Barrios 1 28,017 110 70.5% 29.5%
Jamapa 1 10,376 119 51.7% 48.3%
Las Vigas de Ramírez 1 17,958 53 76.1% 23.9%
Tlalnelhuayocan 1 16,311 99 60.6% 39.4%
Pueblo Viejo 0 55,358 569 57.8% 4.2%
Papantla 0 158,599 1,348 62.9% 100.0%
Gutiérrez Zamora 0 24,353 170 65.5% 3.4%
Benito Juárez 0 16,692 23 80.1% 2.0%
Tantoyuca 0 101,743 247 74.5% 2.6%
Hueyapan de Ocampo 0 41,649 282 71.6% 2.8%
Tlachichilco 0 11,276 10 84.9% 1.5%
Omealca 1 22,561 126 68.3% 31.7%
José Azueta 0 23,999 297 69.4% 3.1%
Acultzingo 1 20,973 121 72.7% 27.3%
Cerro Azul 0 25,801 143 50.0% 5.0%
Las Choapas 0 77,426 488 67.0% 3.3%
Ixmatlahuacan 0 5,727 58 43.1% 5.7%
Ayahualulco 0 25,456 51 91.5% 1.0%
Lerdo de Tejada 0 20,141 513 47.7% 5.2%
Isla 0 42,205 311 67.4% 3.3%
Jesús Carranza 0 27,080 43 70.6% 2.9%
Córdoba 0 196,541 6,957 47.6% 100.0%
Tihuatlán 0 89,774 1,006 56.7% 4.3%
Xalapa 0 457,928 10,403 37.6% 100.0%
Poza Rica de Hidalgo 1 193,311 6,606 41.4% 58.6%
Acayucan 0 83,817 459 63.6% 3.6%
Los Reyes 1 5,484 5 90.5% 10.0%
San Andrés Tenejapan 2 2,715 20 78.1% 43.8%
Oluta 0 14,784 78 67.5% 3.2%
Angel R. Cabada 0 33,528 348 60.3% 4.0%
Cazones de Herrera 0 23,483 139 68.8% 3.1%
Xico 1 35,188 184 71.2% 28.8%
Cosamaloapan de Carpio 0 57,366 2,038 52.2% 4.8%
Tlaquilpa 1 7,151 8 93.2% 10.0%
Tlalixcoyan 0 37,037 195 65.7% 3.4%
Tonayán 1 5,696 8 85.5% 14.5%
Oteapan 1 14,965 58 76.5% 23.5%
Pajapan 0 15,909 14 83.9% 1.6%
Chiconquiaco 0 13,190 18 90.4% 1.0%
Tamiahua 0 23,588 82 66.9% 3.3%
Magdalena 2 2,920 14 85.6% 28.8%
La Perla 2 23,648 50 90.3% 20.0%
Comapa 0 18,713 34 79.8% 2.0%
Vega de Alatorre 0 19,541 122 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 98 55.3% 4.5%
Tomatlán 2 6,763 56 65.9% 68.2%
Tlacotalpan 0 13,284 135 58.0% 4.2%
Jalcomulco 0 4,940 27 83.3% 1.7%
Juan Rodríguez Clara 0 37,193 111 71.3% 2.9%
Soledad Atzompa 1 21,380 15 95.3% 10.0%
Tuxtilla 0 2,177 36 41.6% 5.8%
Orizaba 2 120,995 5,737 40.4% 100.0%
Tamalín 0 11,211 17 75.7% 2.4%
Jalacingo 0 40,747 89 81.0% 1.9%
Fortín 2 59,761 2,162 42.0% 100.0%
Medellín de Bravo 1 59,126 1,431 40.7% 59.3%
Pánuco 0 97,290 1,794 55.4% 4.5%
Coscomatepec 1 52,510 215 78.9% 21.1%
Ignacio de la Llave 0 17,121 54 71.0% 2.9%
La Antigua 0 25,500 1,200 39.9% 6.0%
Cuichapa 1 11,645 98 59.7% 40.3%
Chicontepec 0 54,982 233 79.1% 2.1%
Puente Nacional 0 21,603 355 49.7% 5.0%
Ursulo Galván 0 29,005 573 34.9% 6.5%
Naolinco 1 20,255 92 62.4% 37.6%
Moloacán 1 16,120 85 53.2% 46.8%
Acula 0 5,129 54 56.2% 4.4%
Soconusco 0 14,395 55 58.9% 4.1%
Naranjal 2 4,507 38 66.1% 67.8%
Altotonga 0 60,396 224 76.9% 2.3%
Hidalgotitlán 0 18,277 28 72.7% 2.7%
Coacoatzintla 1 9,416 54 77.9% 22.1%
Nautla 0 9,974 46 56.4% 4.4%
Juchique de Ferrer 0 16,387 31 71.0% 2.9%
Coyutla 0 21,822 36 82.1% 1.8%
Sayula de Alemán 0 31,974 52 70.5% 3.0%
Filomeno Mata 0 16,418 14 96.1% 1.0%
Chalma 0 12,626 46 68.2% 3.2%
Mecatlán 0 11,808 7 95.2% 1.0%
Tlacolulan 1 10,299 26 75.5% 24.5%
Ixhuacán de los Reyes 0 10,724 23 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 20 70.9% 2.9%
Atlahuilco 1 9,824 68 88.1% 11.9%
Ixcatepec 0 12,713 24 79.7% 2.0%
Coahuitlán 0 7,810 5 91.7% 1.0%
Mecayapan 0 17,333 18 91.4% 1.0%
Tlilapan 2 4,879 95 74.9% 50.2%
Landero y Coss 1 1,546 5 82.4% 17.6%
Tepetzintla 0 13,949 29 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 16 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 7 84.0% 1.6%
Ixtaczoquitlán 2 65,385 1,766 55.5% 89.0%
Coatzacoalcos 1 305,260 8,039 38.3% 61.7%
Camerino Z. Mendoza 1 41,778 846 58.1% 41.9%
Huiloapan de Cuauhtémoc 2 6,750 171 50.7% 98.6%
Nogales 2 34,688 1,203 56.6% 86.8%
Boca del Río 1 138,058 2,606 30.0% 70.0%
Ixhuatlán del Sureste 1 14,903 113 50.9% 49.1%
Naranjos Amatlán 0 27,548 139 53.4% 4.7%
Cosoleacaque 1 117,725 1,216 50.7% 49.3%
Mariano Escobedo 2 33,941 716 66.7% 66.6%
Paso del Macho 1 29,165 163 60.2% 39.8%
Tezonapa 0 52,584 113 73.7% 2.6%
Amatlán de los Reyes 2 42,268 574 52.3% 95.4%
Tempoal 0 34,956 140 71.7% 2.8%
Castillo de Teayo 0 18,663 54 72.1% 2.8%
Maltrata 1 16,898 135 79.5% 20.5%
Atzacan 2 20,063 293 77.0% 46.0%
Jilotepec 1 15,313 129 58.2% 41.8%
Actopan 0 40,994 221 54.6% 4.5%
Jáltipan 1 39,673 571 60.2% 39.8%
Camarón de Tejeda 0 6,224 20 63.2% 3.7%
Colipa 0 5,728 20 70.2% 3.0%
Carrillo Puerto 0 16,313 36 69.0% 3.1%
Paso de Ovejas 0 32,576 465 47.5% 5.3%
Tlaltetela 1 14,613 28 74.8% 25.2%
Apazapan 0 4,027 16 55.5% 4.5%
Mixtla de Altamirano 0 10,387 11 95.3% 1.0%
Citlaltépetl 0 11,081 15 78.3% 2.2%
Astacinga 0 5,995 8 96.1% 1.0%
Zacualpan 0 6,784 8 84.5% 1.6%
Tenampa 0 6,247 9 75.0% 2.5%
Cuitláhuac 1 26,265 186 53.9% 46.1%
Ixhuatlancillo 2 21,150 468 60.4% 79.2%
Rafael Lucio 1 7,023 41 58.8% 41.2%
Villa Aldama 0 10,851 49 77.6% 2.2%
Perote 0 68,982 565 71.0% 2.9%
Playa Vicente 0 40,984 121 72.3% 2.8%
Coatzintla 1 48,351 1,108 47.4% 52.6%
Chiconamel 0 6,752 21 83.0% 1.7%
Veracruz 0 552,156 23,126 33.2% 100.0%
Martínez de la Torre 1 101,358 2,197 51.1% 48.9%
Coatepec 1 86,696 1,394 44.8% 55.2%
Minatitlán 1 157,840 3,374 47.8% 52.2%
Tierra Blanca 0 94,087 1,231 51.2% 4.9%
Amatitlán 0 7,487 95 39.3% 6.1%
Santiago Tuxtla 0 56,427 323 74.9% 2.5%
Chinameca 1 15,214 87 60.2% 39.8%
Alvarado 0 51,955 719 47.4% 5.3%
Atoyac 1 22,986 175 63.4% 36.6%
Cosautlán de Carvajal 1 15,668 31 78.1% 21.9%
Tehuipango 0 23,479 19 96.5% 1.0%
Acatlán 1 3,085 13 91.8% 10.0%
Acajete 1 8,223 39 62.3% 37.7%
Zongolica 1 41,923 366 82.0% 18.0%
Carlos A. Carrillo 0 22,907 404 38.7% 6.1%
El Higo 0 19,128 287 49.2% 5.1%
Agua Dulce 0 46,010 414 51.2% 4.9%
Tres Valles 0 45,095 721 57.6% 4.2%
Nanchital de Lázaro Cárdenas del Río 1 27,094 419 33.3% 66.7%
San Rafael 1 29,277 288 54.7% 45.3%
Uxpanapa 0 27,346 77 84.0% 1.6%
Zontecomatlán de López y Fuentes 0 13,866 7 86.3% 1.4%
Zaragoza 1 10,720 28 76.1% 23.9%
Tatahuicapan de Juárez 0 14,297 14 83.8% 1.6%
Zentla 0 12,379 8 62.3% 3.8%
Zozocolco de Hidalgo 0 13,434 14 86.7% 1.3%
Santiago Sochiapan 0 12,409 15 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