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

Chiapas

State Popul.
4,796,580
Municip.
124
Uncovered
84 / 67.7%
Cases
24,988
Death Toll
2,302
Hosp.*
11
Covered
4



Municipality Coverage Accessibility Population COVID-19 Probable Cases Poverty Index Coverage Index
Las Rosas 0 25,530 29 87.4% 1.3%
Rincón Chamula San Pedro 0 1
Siltepec 0 38,143 21 92.9% 1.0%
Chicoasén 1 5,018 10 73.2% 26.8%
Honduras de la Sierra 0
Coapilla 0 8,444 5 95.1% 1.0%
Tuzantán 0 28,137 94 79.5% 2.1%
Tenejapa 1 40,268 11 97.6% 10.0%
Copainalá 0 21,050 20 78.8% 2.1%
Capitán Luis Ángel Vidal 0 1
Ixhuatán 0 10,239 10 88.7% 1.1%
Chilón 0 111,554 18 98.2% 1.0%
Pichucalco 0 29,813 267 64.3% 3.6%
Huixtán 1 21,507 16 92.7% 10.0%
Tapilula 0 12,170 13 73.3% 2.7%
Comitán de Domínguez 1 141,013 652 66.5% 33.5%
Berriozábal 1 43,179 255 66.5% 33.5%
Suchiapa 1 21,045 46 70.2% 29.8%
Frontera Hidalgo 1 12,665 47 70.0% 30.0%
Chapultenango 0 7,332 7 91.6% 1.0%
Tzimol 1 14,009 20 83.9% 16.1%
Frontera Comalapa 0 67,012 64 81.2% 1.9%
Benemérito de las Américas 0 17,282 83 87.5% 1.3%
Ixtapangajoya 0 5,478 38 74.7% 2.5%
San Fernando 1 33,060 87 68.2% 31.8%
Villa Comaltitlán 0 27,899 48 67.3% 3.3%
Rayón 0 9,002 4 91.2% 1.0%
El Parral 0 40
Solosuchiapa 0 8,065 13 86.9% 1.3%
La Libertad 0 4,974 67 63.3% 3.7%
Bejucal de Ocampo 0 7,623 6 97.1% 1.0%
Bella Vista 0 19,281 17 88.8% 1.1%
Pantepec 0 10,870 6 91.9% 1.0%
Huehuetán 1 33,444 106 63.6% 36.4%
Tonalá 0 84,594 615 69.8% 3.0%
La Trinitaria 1 72,769 40 85.7% 14.3%
Cintalapa 0 78,114 139 70.1% 3.0%
Catazajá 0 17,140 53 76.1% 2.4%
Bochil 0 30,642 113 82.4% 1.8%
Ixtapa 1 24,517 20 87.7% 12.3%
Reforma 0 40,711 548 52.6% 4.7%
Marqués de Comillas 0 9,856 12 82.3% 1.8%
Jiquipilas 0 37,818 48 74.9% 2.5%
Huixtla 0 51,359 513 68.3% 3.2%
La Independencia 1 41,266 21 91.5% 10.0%
Angel Albino Corzo 0 26,628 47 89.2% 1.1%
Juárez 0 21,084 87 59.4% 4.1%
Metapa 1 5,033 34 68.6% 31.4%
Mapastepec 0 43,913 122 73.1% 2.7%
Aldama 1 5,072 11 99.6% 10.0%
La Concordia 0 44,082 55 86.3% 1.4%
Suchiate 0 35,056 61 68.6% 3.1%
Pijijiapan 0 50,079 78 71.1% 2.9%
Chicomuselo 0 31,515 22 84.9% 1.5%
El Bosque 0 18,559 9 98.0% 1.0%
Motozintla 0 69,119 145 82.3% 1.8%
Ostuacán 0 17,067 28 67.7% 3.2%
Tumbalá 0 31,723 18 97.9% 1.0%
Acala 0 28,947 47 74.9% 2.5%
Cacahoatán 1 43,811 147 74.1% 25.9%
Unión Juárez 0 14,089 28 80.1% 2.0%
Altamirano 0 29,865 52 95.1% 1.0%
Ocotepec 0 11,878 3 95.5% 1.0%
Sitalá 0 12,269 3 98.0% 1.0%
San Andrés Duraznal 0 4,545 0 99.5% 1.0%
Totolapa 1 6,375 6 96.7% 10.0%
Acapetahua 0 27,580 42 74.0% 2.6%
San Lucas 1 6,734 9 97.6% 10.0%
Francisco León 0 7,000 3 95.1% 1.0%
Nicolás Ruíz 0 4,317 5 99.4% 1.0%
La Grandeza 0 7,272 4 90.0% 1.0%
Chalchihuitán 0 14,027 16 99.3% 1.0%
Pantelhó 0 20,589 12 98.4% 1.0%
Sunuapa 0 2,235 3 76.2% 2.4%
Santiago el Pinar 0 3,245 10 99.0% 1.0%
Amatenango del Valle 0 8,728 18 95.6% 1.0%
Salto de Agua 0 57,253 47 90.9% 1.0%
Larráinzar 1 20,349 21 98.5% 10.0%
Acacoyagua 0 16,814 26 78.8% 2.1%
Soyaló 1 9,740 17 89.0% 11.0%
Tapalapa 0 4,121 1 89.5% 1.0%
Teopisca 0 37,607 23 89.8% 1.0%
Maravilla Tenejapa 0 11,451 1 96.0% 1.0%
Chiapilla 1 5,405 18 91.2% 10.0%
Chamula 1 76,941 23 96.7% 10.0%
Tila 0 71,432 34 97.5% 1.0%
Ocozocoautla de Espinosa 0 82,059 476 74.7% 2.5%
San Juan Cancuc 0 29,016 13 99.6% 1.0%
Zinacantán 1 36,489 12 98.4% 10.0%
Chenalhó 1 36,111 22 98.9% 10.0%
Las Margaritas 1 111,484 126 90.8% 10.0%
Chiapa de Corzo 1 87,603 633 59.3% 40.7%
Tuxtla Chico 1 37,737 175 63.2% 36.8%
Villaflores 0 98,618 370 72.9% 2.7%
Socoltenango 1 17,125 24 78.9% 21.1%
Villa Corzo 0 74,477 102 83.2% 1.7%
Tecpatán 0 41,045 45 82.6% 1.7%
Venustiano Carranza 0 61,341 193 84.0% 1.6%
Mazatán 1 26,573 104 73.7% 26.3%
Yajalón 0 34,028 35 78.7% 2.1%
Montecristo de Guerrero 0 6,900 26 96.6% 1.0%
Simojovel 0 40,297 20 95.9% 1.0%
Oxchuc 0 43,350 17 97.4% 1.0%
Amatenango de la Frontera 0 29,547 50 83.7% 1.6%
Escuintla 0 30,068 33 78.3% 2.2%
Osumacinta 1 3,792 3 73.8% 26.2%
Mitontic 1 11,157 16 98.2% 10.0%
Arriaga 0 40,042 187 65.1% 3.5%
San Cristóbal de las Casas 1 185,917 988 60.0% 40.0%
Chanal 0 10,817 18 99.6% 1.0%
Tapachula 0 320,451 4,916 54.4% 100.0%
Palenque 0 110,918 397 77.0% 2.3%
Ocosingo 0 198,877 211 86.5% 1.4%
Amatán 0 21,275 15 91.9% 1.0%
Pueblo Nuevo Solistahuacán 0 31,075 16 90.2% 1.0%
Ixtacomitán 0 10,176 37 77.2% 2.3%
Emiliano Zapata 0 4
Huitiupán 0 22,536 4 93.9% 1.0%
Mazapa de Madero 0 7,793 21 86.9% 1.3%
Sabanilla 0 25,187 18 98.5% 1.0%
Mezcalapa 0 5
El Porvenir 0 13,201 7 94.1% 1.0%
Tuxtla Gutiérrez 1 553,374 10,037 41.9% 58.1%
Jitotol 0 18,683 32 94.7% 1.0%


Hospitals Covid-19* Covered Covered Municipalities
"Hospital General ""María Ignacia Gandulfo”"
Clinica-Hospital ISSSTE
Hospital General de Pichucalco Aramberri, Pesquería, La Independencia, Amatenango del Valle
ISSSTE-Clínica Hospital San Cristóbal de las Casas
Hospital de Las Culturas
HGZ #1 IMSS Lázaro Cárdenas, Amatenango del Valle, Chenalhó
"Clínica Hospital ISSSTE ""Dr. Roberto Nettel Flores""" Frontera Hidalgo, Amatenango del Valle, Huehuetoca, Amanalco
Imss HGZ2
"Hospital Chiapas Nos Une ""Dr. Jesús Gilberto Gómez Maza""" Arcelia, Amatenango del Valle, Cutzamala de Pinzón, Chiapa de Corzo
Issste Clinica de Medicina Familiar
Hospital General Dr. Juan C. Corzo