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

Puebla

State Popul.
5,779,829
Municip.
217
Uncovered
134 / 61.8%
Cases
122,258
Death Toll
14,926
Hosp.*
16
Covered
7



Municipality Coverage Accessibility Population COVID-19 Probable Cases Poverty Index Coverage Index
Tecamachalco 1 71,571 790 71.7% 28.3%
Chapulco 1 6,992 29 74.9% 25.1%
Cuautlancingo 3 79,153 1,779 39.3% 100.0%
Tlaltenango 3 6,269 55 75.0% 75.0%
San Nicolás Buenos Aires 0 9,185 44 86.9% 1.3%
San Nicolás de los Ranchos 2 10,777 61 0.0% 100.0%
Cuetzalan del Progreso 0 47,433 122 74.2% 2.6%
San José Chiapa 0 8,087 98 74.0% 2.6%
Acatlán 0 33,865 477 67.8% 3.2%
Tlacotepec de Benito Juárez 1 48,268 116 78.1% 21.9%
Chignahuapan 0 57,909 804 73.2% 2.7%
Acajete 0 60,353 289 77.7% 2.2%
Teteles de Avila Castillo 1 5,689 49 62.7% 37.3%
Rafael Lara Grajales 0 14,052 166 62.6% 3.7%
Puebla 0 1,539,819 77,289 40.6% 100.0%
Huauchinango 1 97,753 1,510 63.2% 36.8%
Nopalucan 0 27,292 122 71.8% 2.8%
San Pedro Cholula 3 120,459 2,586 53.3% 100.0%
Chietla 0 33,935 444 62.7% 3.7%
San Miguel Ixitlán 0 586 4 97.6% 1.0%
Santa Inés Ahuatempan 0 5,944 24 90.5% 1.0%
Ocotepec 0 4,825 22 76.1% 2.4%
Acateno 0 8,916 30 76.5% 2.4%
Huehuetla 0 15,689 34 85.1% 1.5%
Tepeaca 1 74,708 737 69.6% 30.4%
Xochiltepec 0 3,187 14 78.3% 2.2%
Ahuatlán 0 3,403 12 91.7% 1.0%
Petlalcingo 0 9,382 44 87.4% 1.3%
Guadalupe 0 6,276 54 87.4% 1.3%
San Pedro Yeloixtlahuaca 0 3,395 32 74.0% 2.6%
Esperanza 0 13,785 55 72.7% 2.7%
Santiago Miahuatlán 1 21,993 195 65.8% 34.2%
Amozoc 2 100,964 823 57.8% 84.4%
Juan C. Bonilla 3 18,540 251 67.8% 96.6%
San Martín Totoltepec 0 651 8 82.8% 1.7%
Tlanepantla 1 4,833 38 92.2% 10.0%
San Salvador Huixcolotla 1 13,541 82 78.1% 21.9%
San Miguel Xoxtla 3 11,598 128 48.1% 100.0%
Tenampulco 0 6,772 22 71.6% 2.8%
Aljojuca 0 6,288 26 81.6% 1.8%
San Diego la Mesa Tochimiltzingo 1 1,132 4 93.6% 10.0%
Tepemaxalco 0 1,141 8 96.3% 1.0%
Tlatlauquitepec 1 51,495 300 70.2% 29.8%
Tepanco de López 1 19,002 185 65.4% 34.6%
Tepetzintla 0 10,240 11 84.5% 1.6%
Huejotzingo 2 63,457 1,295 61.0% 78.0%
Acatzingo 1 52,078 226 79.8% 20.2%
Tilapa 0 8,401 90 65.4% 3.5%
Chiautzingo 1 18,762 178 78.0% 22.0%
Ahuacatlán 0 14,754 25 74.6% 2.5%
Juan Galindo 1 10,213 117 56.5% 43.5%
San Pablo Anicano 0 3,554 16 76.8% 2.3%
Cuayuca de Andrade 0 3,062 15 88.6% 1.1%
Coyomeapan 0 14,205 5 93.9% 1.0%
Chinantla 0 2,468 18 77.3% 2.3%
Ajalpan 1 60,621 143 79.8% 20.2%
San Salvador el Seco 0 27,622 300 80.1% 2.0%
Nealtican 3 12,011 47 79.2% 62.4%
Tepexco 0 6,580 35 87.2% 1.3%
Jonotla 0 4,598 15 79.4% 2.1%
Santo Tomás Hueyotlipan 1 8,016 45 86.2% 13.8%
Nicolás Bravo 1 6,009 26 86.0% 14.0%
San Felipe Teotlalcingo 1 9,426 85 72.4% 27.6%
La Magdalena Tlatlauquitepec 0 484 9 88.6% 1.1%
Tlapanalá 0 8,404 43 77.4% 2.3%
Cañada Morelos 0 18,954 31 78.3% 2.2%
Tecali de Herrera 0 20,267 189 69.3% 3.1%
Ixcamilpa de Guerrero 0 3,695 11 89.5% 1.0%
Jolalpan 0 12,662 34 87.1% 1.3%
Tecomatlán 0 5,420 190 77.5% 2.3%
Chiconcuautla 1 15,767 34 85.2% 14.8%
Tochtepec 1 19,701 109 77.8% 22.2%
Chigmecatitlán 0 1,227 0 91.1% 1.0%
Huehuetlán el Chico 0 8,679 102 90.9% 1.0%
Olintla 0 11,641 10 83.9% 1.6%
Coatepec 0 758 8 88.1% 1.2%
Cuapiaxtla de Madero 1 8,709 41 74.9% 25.1%
Tlapacoya 1 6,406 19 87.2% 12.8%
Coatzingo 0 2,964 11 85.2% 1.5%
Hermenegildo Galeana 0 7,718 13 86.6% 1.3%
Zapotitlán de Méndez 0 5,608 17 76.6% 2.3%
Coronango 3 34,596 411 69.6% 91.2%
Hueytamalco 1 26,689 124 72.9% 27.1%
Chignautla 1 30,254 291 72.1% 27.9%
Chichiquila 0 24,148 46 85.6% 1.4%
Atlixco 1 127,062 2,902 59.4% 40.6%
Epatlán 0 4,594 33 69.2% 3.1%
Hueytlalpan 0 5,734 16 88.6% 1.1%
Nauzontla 0 3,598 13 80.1% 2.0%
Tochimilco 0 17,028 54 84.2% 1.6%
Tlahuapan 0 36,518 214 75.8% 2.4%
San José Miahuatlán 1 12,699 40 76.8% 23.2%
Xochitlán Todos Santos 1 6,049 17 91.8% 10.0%
Atoyatempan 1 6,426 32 89.8% 10.2%
Tepango de Rodríguez 0 4,244 6 92.9% 1.0%
Huitzilan de Serdán 0 13,982 37 83.2% 1.7%
Atzitzintla 0 8,408 19 93.2% 1.0%
Aquixtla 0 7,848 40 77.2% 2.3%
Albino Zertuche 0 1,770 15 81.3% 1.9%
Teopantlán 0 4,024 17 94.7% 1.0%
Ahuazotepec 1 10,457 42 55.9% 44.1%
Jalpan 0 12,547 51 75.0% 2.5%
Tlachichuca 0 28,568 217 80.4% 2.0%
Atempan 1 25,386 144 77.9% 22.1%
Los Reyes de Juárez 1 25,553 77 84.7% 15.3%
Chalchicomula de Sesma 0 43,882 371 70.8% 2.9%
San Salvador el Verde 1 28,419 330 72.1% 27.9%
Piaxtla 0 4,585 39 81.4% 1.9%
Eloxochitlán 0 12,575 10 96.6% 1.0%
Axutla 0 947 1 80.1% 2.0%
Tepeojuma 0 8,056 75 78.8% 2.1%
Ocoyucan 3 25,720 236 75.5% 73.5%
Tetela de Ocampo 0 25,793 108 71.7% 2.8%
Tehuitzingo 0 11,328 97 75.7% 2.4%
Chila de la Sal 0 1,237 10 83.7% 1.6%
Coxcatlán 0 19,639 167 66.3% 3.4%
Honey 1 7,463 8 84.4% 15.6%
Palmar de Bravo 1 42,887 170 81.9% 18.1%
Quimixtlán 0 21,275 24 82.8% 1.7%
Huatlatlauca 0 6,643 25 90.3% 1.0%
Cohuecan 0 4,763 13 83.0% 1.7%
San Felipe Tepatlán 0 4,120 10 85.2% 1.5%
Zihuateutla 1 12,530 49 75.9% 24.1%
Tepatlaxco de Hidalgo 1 16,275 79 76.8% 23.2%
Xicotlán 0 1,241 9 95.6% 1.0%
Zongozotla 0 4,599 3 92.6% 1.0%
Zaragoza 1 15,444 124 60.5% 39.5%
Juan N. Méndez 0 5,223 17 87.2% 1.3%
San Sebastián Tlacotepec 0 13,534 10 85.0% 1.5%
Yaonáhuac 1 7,514 40 73.0% 27.0%
Quecholac 1 47,281 139 80.9% 19.1%
Atzitzihuacán 0 11,684 28 86.3% 1.4%
Altepexi 1 18,920 63 73.8% 26.2%
Ixcaquixtla 0 8,093 101 71.9% 2.8%
Xochitlán de Vicente Suárez 0 12,249 18 82.2% 1.8%
Huitziltepec 1 5,306 20 76.2% 23.8%
Coyotepec 0 2,339 29 67.2% 3.3%
Chila 0 4,699 18 84.0% 1.6%
Domingo Arenas 2 6,946 27 83.3% 33.4%
Totoltepec de Guerrero 0 1,155 3 76.0% 2.4%
Zacapoaxtla 1 53,295 468 71.7% 28.3%
Naupan 1 9,707 34 85.7% 14.3%
Atzala 0 1,228 12 68.2% 3.2%
Mixtla 1 2,216 7 67.2% 32.8%
Cohetzala 0 1,283 7 93.8% 1.0%
San Jerónimo Tecuanipan 3 5,826 40 72.7% 81.9%
Vicente Guerrero 1 24,217 16 94.9% 10.0%
San Antonio Cañada 1 5,110 19 84.0% 16.0%
General Felipe Ángeles 1 19,040 27 79.5% 20.5%
Pahuatlán 1 20,618 70 79.0% 21.0%
Zapotitlán 1 8,220 46 77.6% 22.4%
Tlaxco 0 5,415 21 77.1% 2.3%
Atexcal 0 3,734 14 79.5% 2.1%
Pantepec 0 18,435 48 76.9% 2.3%
Molcaxac 0 6,218 39 82.1% 1.8%
Hueyapan 1 11,868 32 83.9% 16.1%
Caltepec 0 4,177 13 88.3% 1.2%
Xochiapulco 0 3,911 6 81.7% 1.8%
Huehuetlán el Grande 0 7,060 20 86.5% 1.4%
Zoquiapan 0 2,639 3 86.5% 1.4%
San Gabriel Chilac 1 14,454 43 76.1% 23.9%
Huaquechula 0 25,373 132 74.1% 2.6%
Tepeyahualco 0 16,390 52 72.9% 2.7%
San Matías Tlalancaleca 1 19,310 154 73.4% 26.6%
Acteopan 0 2,881 8 83.6% 1.6%
San Juan Atenco 0 3,416 27 78.6% 2.1%
Soltepec 0 11,706 66 85.1% 1.5%
San Jerónimo Xayacatlán 0 3,777 20 76.5% 2.4%
Francisco Z. Mena 0 16,270 37 71.6% 2.8%
Santa Catarina Tlaltempan 0 874 18 89.2% 1.1%
Zacapala 0 4,224 24 85.5% 1.5%
Tzicatlacoyan 0 6,242 15 83.0% 1.7%
Lafragua 0 7,767 18 84.4% 1.6%
Camocuautla 0 2,476 4 91.8% 1.0%
Atlequizayan 0 2,833 4 88.9% 1.1%
Izúcar de Matamoros 0 72,799 1,249 64.7% 3.5%
Teziutlán 0 92,246 2,996 55.2% 100.0%
Tehuacán 1 274,906 5,694 56.7% 43.3%
San Andrés Cholula 3 100,439 2,713 39.7% 100.0%
San Martín Texmelucan 1 141,112 3,043 60.4% 39.6%
Ixtacamaxtitlán 0 25,326 61 80.3% 2.0%
Cuyoaco 0 15,367 79 73.3% 2.7%
Libres 0 31,532 226 73.9% 2.6%
Santa Isabel Cholula 3 8,040 59 67.9% 96.3%
Tepexi de Rodríguez 0 20,478 241 69.8% 3.0%
Chilchotla 0 19,257 34 90.6% 1.0%
San Gregorio Atzompa 3 8,170 97 59.9% 100.0%
Chiautla 0 19,037 342 69.9% 3.0%
Ayotoxco de Guerrero 0 8,153 32 76.2% 2.4%
Oriental 0 16,575 142 71.8% 2.8%
Mazapiltepec de Juárez 0 2,633 17 72.1% 2.8%
Ixtepec 0 6,811 15 88.6% 1.1%
Cuautinchán 1 9,538 34 62.8% 37.2%
Calpan 2 13,730 81 80.3% 39.4%
Tianguismanalco 2 9,807 50 68.2% 63.6%
Guadalupe Victoria 0 16,551 75 75.8% 2.4%
Amixtlán 0 5,004 14 88.9% 1.1%
Jopala 0 12,997 32 82.0% 1.8%
Zoquitlán 0 20,529 14 97.9% 1.0%
Caxhuacan 0 3,791 15 83.8% 1.6%
Tlaola 1 19,826 63 83.7% 16.3%
Xayacatlán de Bravo 0 1,649 14 72.9% 2.7%
Ahuehuetitla 0 2,008 14 85.6% 1.4%
Tlacuilotepec 1 17,115 47 73.3% 26.7%
Cuautempan 0 9,212 13 81.4% 1.9%
Teotlalco 0 3,121 27 74.6% 2.5%
San Juan Atzompa 0 872 5 86.8% 1.3%
Tepeyahualco de Cuauhtémoc 1 3,365 13 76.6% 23.4%
Yehualtepec 1 22,976 75 80.6% 19.4%
Venustiano Carranza 0 27,890 215 70.6% 2.9%
Xicotepec 1 75,601 729 68.5% 31.5%
Zautla 0 19,438 52 81.8% 1.8%
Zacatlán 0 76,296 812 66.6% 3.3%
Xiutetelco 1 37,910 188 74.1% 25.9%
Zinacatepec 1 15,690 58 78.4% 21.6%
Tuzamapan de Galeana 0 5,983 14 76.9% 2.3%
Tulcingo 0 9,245 146 85.7% 1.4%


Hospitals Covid-19* Covered Covered Municipalities
Hospital General De Acatlan
ISSSTE Clínica Hospital Huauchinango
Hospital General Huejotzingo Nuevo Chiconcuautla, Atzala, Nonoava, Delicias
Hospital Regional Iz. Matamoros La Colorada, Coronango, Atzala, Huépac
IMSS San José
IMSS Hospital General de Zona 20 La Margarita Coronango, Coatepec Harinas, Atzala, Ecatzingo
ISSSTE Hospital Regional Puebla
Centro Regulador de Urgencias Médicas CRUM
Hospital General de Cholula
Hospital General de Tecamachalco Atlixco, Coatepec Harinas, Atzala, Capulhuac
IMSS Hospital General de Zona 15 Tehuacan Atoyatempan, Atzala
Clínica Hospital Tehuacán
Clinica Hospital Teziutlan ISSSTE Altepexi, Atzala, Peñón Blanco, Mapimí
Hospital General de Zona Numero 23 IMSS
Hospital General de Teziutlan Chignautla, Tetecala, Atzala
Hospital General de Zacatlán