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
22,771
Death Toll
2,246
Hosp.*
11
Covered
4



Municipality Coverage Accessibility Population COVID-19 Probable Cases Poverty Index Coverage Index
Siltepec 0 38,143 18 92.9% 1.0%
Chicoasén 1 5,018 10 73.2% 26.8%
Coapilla 0 8,444 4 95.1% 1.0%
Honduras de la Sierra 0
Tuzantán 0 28,137 91 79.5% 2.1%
Tenejapa 1 40,268 8 97.6% 10.0%
Copainalá 0 21,050 19 78.8% 2.1%
Capitán Luis Ángel Vidal 0 0
Rincón Chamula San Pedro 0 0
Ixhuatán 0 10,239 8 88.7% 1.1%
Chilón 0 111,554 16 98.2% 1.0%
Pichucalco 0 29,813 229 64.3% 3.6%
Huixtán 1 21,507 11 92.7% 10.0%
Tapilula 0 12,170 11 73.3% 2.7%
Comitán de Domínguez 1 141,013 556 66.5% 33.5%
Berriozábal 1 43,179 241 66.5% 33.5%
Las Rosas 0 25,530 27 87.4% 1.3%
Benemérito de las Américas 0 17,282 77 87.5% 1.3%
Suchiapa 1 21,045 42 70.2% 29.8%
Frontera Hidalgo 1 12,665 44 70.0% 30.0%
Chapultenango 0 7,332 4 91.6% 1.0%
Tzimol 1 14,009 19 83.9% 16.1%
Frontera Comalapa 0 67,012 61 81.2% 1.9%
Ixtapangajoya 0 5,478 36 74.7% 2.5%
San Fernando 1 33,060 80 68.2% 31.8%
Villa Comaltitlán 0 27,899 47 67.3% 3.3%
Rayón 0 9,002 4 91.2% 1.0%
El Parral 0 34
Solosuchiapa 0 8,065 11 86.9% 1.3%
La Libertad 0 4,974 48 63.3% 3.7%
Bejucal de Ocampo 0 7,623 4 97.1% 1.0%
Bella Vista 0 19,281 10 88.8% 1.1%
Pantepec 0 10,870 5 91.9% 1.0%
Huehuetán 1 33,444 103 63.6% 36.4%
Tonalá 0 84,594 558 69.8% 3.0%
La Trinitaria 1 72,769 34 85.7% 14.3%
Cintalapa 0 78,114 129 70.1% 3.0%
Catazajá 0 17,140 45 76.1% 2.4%
Bochil 0 30,642 104 82.4% 1.8%
Ixtapa 1 24,517 19 87.7% 12.3%
Reforma 0 40,711 473 52.6% 4.7%
Marqués de Comillas 0 9,856 11 82.3% 1.8%
Jiquipilas 0 37,818 42 74.9% 2.5%
Huixtla 0 51,359 504 68.3% 3.2%
La Independencia 1 41,266 19 91.5% 10.0%
Angel Albino Corzo 0 26,628 41 89.2% 1.1%
Juárez 0 21,084 71 59.4% 4.1%
Mapastepec 0 43,913 117 73.1% 2.7%
Metapa 1 5,033 32 68.6% 31.4%
Aldama 1 5,072 9 99.6% 10.0%
La Concordia 0 44,082 50 86.3% 1.4%
Suchiate 0 35,056 58 68.6% 3.1%
Pijijiapan 0 50,079 65 71.1% 2.9%
Chicomuselo 0 31,515 21 84.9% 1.5%
El Bosque 0 18,559 9 98.0% 1.0%
Motozintla 0 69,119 126 82.3% 1.8%
Ostuacán 0 17,067 27 67.7% 3.2%
Unión Juárez 0 14,089 27 80.1% 2.0%
Altamirano 0 29,865 49 95.1% 1.0%
Ocotepec 0 11,878 3 95.5% 1.0%
Tumbalá 0 31,723 18 97.9% 1.0%
Acala 0 28,947 41 74.9% 2.5%
Cacahoatán 1 43,811 144 74.1% 25.9%
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 1 90.0% 1.0%
Chalchihuitán 0 14,027 12 99.3% 1.0%
Pantelhó 0 20,589 11 98.4% 1.0%
Sunuapa 0 2,235 2 76.2% 2.4%
Santiago el Pinar 0 3,245 9 99.0% 1.0%
Amatenango del Valle 0 8,728 13 95.6% 1.0%
Salto de Agua 0 57,253 46 90.9% 1.0%
Larráinzar 1 20,349 18 98.5% 10.0%
Acacoyagua 0 16,814 26 78.8% 2.1%
Soyaló 1 9,740 16 89.0% 11.0%
Tapalapa 0 4,121 0 89.5% 1.0%
Teopisca 0 37,607 19 89.8% 1.0%
Maravilla Tenejapa 0 11,451 1 96.0% 1.0%
Chiapilla 1 5,405 14 91.2% 10.0%
Chamula 1 76,941 17 96.7% 10.0%
Tila 0 71,432 29 97.5% 1.0%
Ocozocoautla de Espinosa 0 82,059 465 74.7% 2.5%
Villa Corzo 0 74,477 82 83.2% 1.7%
Tecpatán 0 41,045 40 82.6% 1.7%
Venustiano Carranza 0 61,341 183 84.0% 1.6%
Mazatán 1 26,573 101 73.7% 26.3%
Yajalón 0 34,028 35 78.7% 2.1%
San Juan Cancuc 0 29,016 9 99.6% 1.0%
Zinacantán 1 36,489 12 98.4% 10.0%
Chenalhó 1 36,111 17 98.9% 10.0%
Las Margaritas 1 111,484 114 90.8% 10.0%
Chiapa de Corzo 1 87,603 574 59.3% 40.7%
Tuxtla Chico 1 37,737 161 63.2% 36.8%
Villaflores 0 98,618 344 72.9% 2.7%
Socoltenango 1 17,125 24 78.9% 21.1%
Montecristo de Guerrero 0 6,900 20 96.6% 1.0%
Simojovel 0 40,297 19 95.9% 1.0%
Oxchuc 0 43,350 12 97.4% 1.0%
Amatenango de la Frontera 0 29,547 33 83.7% 1.6%
Escuintla 0 30,068 31 78.3% 2.2%
Osumacinta 1 3,792 3 73.8% 26.2%
Arriaga 0 40,042 161 65.1% 3.5%
Mitontic 1 11,157 14 98.2% 10.0%
Chanal 0 10,817 12 99.6% 1.0%
San Cristóbal de las Casas 1 185,917 921 60.0% 40.0%
Tapachula 0 320,451 4,566 54.4% 100.0%
Palenque 0 110,918 348 77.0% 2.3%
Ocosingo 0 198,877 199 86.5% 1.4%
Amatán 0 21,275 15 91.9% 1.0%
Pueblo Nuevo Solistahuacán 0 31,075 15 90.2% 1.0%
Ixtacomitán 0 10,176 33 77.2% 2.3%
Emiliano Zapata 0 3
Huitiupán 0 22,536 3 93.9% 1.0%
Mazapa de Madero 0 7,793 16 86.9% 1.3%
Sabanilla 0 25,187 18 98.5% 1.0%
Mezcalapa 0 4
El Porvenir 0 13,201 6 94.1% 1.0%
Tuxtla Gutiérrez 1 553,374 9,102 41.9% 58.1%
Jitotol 0 18,683 30 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