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colombia [2016/11/07 10:19]
Miguel Toquica
colombia [2016/11/07 12:30] (current)
Miguel Toquica [Social Vulnerability components]
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 Table 1\\ Table 1\\
-Colombia ​variable selection +Colombia ​variables of social vulnerability 
-^Theme^Sub-theme^Variable^Description^+^Theme^Sub-theme^Variable^ 
 +|Population|Vulnerable Population|Female Population| 
 +|Population|Vulnerable Population|Population relocated in search of employment | 
 +|Population|Vulnerable Population|Population relocated for Natural Hazard Risk | 
 +|Population|Vulnerable Population|Population relocated due to life threatened|  
 +|Population|Vulnerable Population|Dwelling used for living and Economic Activity|  
 +|Population|Vulnerable Population|Population living Dwelling with unadequated physical Characteristics| 
 +|Population|Vulnerable Population|Population living in Overcrowded Dwellings | 
 +|Population|Vulnerable Population|Total population with a disability | 
 +|Population|Vulnerable Population|Household ​ - Paying monthly rent| 
 +|Population|Vulnerable Population|Population under 5| 
 +|Population|Vulnerable Population|Native Indigeneous Population|  
 +|Population|Vulnerable Population|Afro-Colombian Population | 
 +|Population|Vulnerable Population|Population over 65 | 
 +|Population|Vulnerable Population|Age dependance | 
 +|Population|Vulnerable Population|Population not in the labor force (Age 0-15 and 65+)| 
 +|Population|Population Structure|Population| 
 +|Population|Population Structure|Male Population | 
 +|Population|Population Structure|Population enrrolled in Community Aid| 
 +|Population|Population Structure|Population Density (inhabitants/​km2)|  
 +|Population|Population Structure|Number of Households| 
 +|Population|Population Structure|Total Dwellings| 
 +|Population|Population Structure|Multi residential building, hotels, hospitals | 
 +|Population|Population Structure|Household - property owned fully paid | 
 +|Population|Population Structure|Number of people per Household| 
 +|Infrastructure|Transport and Communication|Population with Computer Access | 
 +|Infrastructure|Transport and Communication|Population with NO Computer Access | 
 +|Infrastructure|Transport and Communication|Households with NO Computer | 
 +|Infrastructure|Transport and Communication|In Household Computer | 
 +|Infrastructure|Transport and Communication|Household with NO Television | 
 +|Infrastructure|Transport and Communication|Telephone lines | 
 +|Infrastructure|Transport and Communication|Househols wth NO Vehicle Automotor | 
 +|Infrastructure|Energy,​ Water and Sanitation|Househols with no Lifelines, No water Elec, Sewage|  
 +|Infrastructure|Energy,​ Water and Sanitation|Households with accessto improved water source | 
 +|Infrastructure|Energy,​ Water and Sanitation|NO Natural Gas public distribution| 
 +|Infrastructure|Energy,​ Water and Sanitation|Natural Gas public distribution to dwelling | 
 +|Infrastructure|Energy,​ Water and Sanitation|Households with access to Electric Energy Public distribution (%)| 
 +|Infrastructure|Energy,​ Water and Sanitation|Households with No Electric Energy Access | 
 +|Infrastructure|Energy,​ Water and Sanitation|No Sewage system | 
 +|Infrastructure|Energy,​ Water and Sanitation|Households with NO access to improved water source | 
 +|Health|Healthcare status|Population with no healthcare | 
 +|Education|Education Outcome|Population that does not read and Write (15+ years)| 
 +|Education|Education Outcome|Population Knows how to Read and Write| 
 +|Education|Education Outcome|Illiteracy Rate| 
 +|Education|Education Outcome|Education Level completed Primary | 
 +|Education|Education Outcome|Education Level Secondary | 
 +|Education|Education Outcome|Education Level Completed (Superior, Technical, University) | 
 +|Education|Education Outcome|Population with NO formal education | 
 +|Education|Education Access|Children (Age 7-11) not enrrolled in schoool | 
 +|Education|Education Access|Population Enrolled in Education Institution | 
 +|Economy|Labour Market|Economically Active Population (EAP) | 
 +|Economy|Labour Market|Labor Force Age 15-64  | 
 +|Economy|Labour Market|Population employed in the Hotels/​Restaurant sector | 
 +|Economy|Labour Market|Population employeed in the Commercial Industry (15-64) | 
 +|Economy|Labour Market|Population looking for employment| 
 +|Economy|Income distribution and Poverty|Population with One unsatisfied basic need| 
 +|Economy|Income distribution and Poverty|Population with Two+  unsatisfied basic need | 
 +|Economy|Income distribution and Poverty|Household with less than US$100 monthly income | 
 +|Economy|Income distribution and Poverty|Household with US$100 - 200 monthly income | 
 +|Economy|Income distribution and Poverty|Household with US$200 - 500 monthly income | 
 +|Economy|Income distribution and Poverty|Household with US$1000+ monthly income |
  
 \\ \\
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 A correlation analysis was performed on the above variables (table 1). Highly correlated variables (Spearman’s R>0.700) were eliminated from further consideration to avoid subjectively choosing one variable over another for inclusion in subsequent analyses. The correlation analysis is useful in reducing the data to a set of variables that are parsimonious and acceptable to represent the social vulnerability of the Colombian population.\\ A correlation analysis was performed on the above variables (table 1). Highly correlated variables (Spearman’s R>0.700) were eliminated from further consideration to avoid subjectively choosing one variable over another for inclusion in subsequent analyses. The correlation analysis is useful in reducing the data to a set of variables that are parsimonious and acceptable to represent the social vulnerability of the Colombian population.\\
 +\\
 Table 2. Colombia final variable selection Table 2. Colombia final variable selection
 ^Theme^Sub-theme^Indicator^ ^Theme^Sub-theme^Indicator^
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 \\ \\
 Figure 1\\ Figure 1\\
-|{{ :​social_vulnerability:​colombia:​16_colombia_population.jpg?​300 |}}   {{ :​social_vulnerability:​colombia:​19_colombia_economy.jpg?​300 |}}  | {{ :​social_vulnerability:​colombia:​17_colombia_infrastructure.jpg?​300 |}} +| {{ :​social_vulnerability:​colombia:​16_colombia_population.jpg?​300 |}} | {{ :​social_vulnerability:​colombia:​19_colombia_economy.jpg?​300 |}} 
-|{{:​social_vulnerability:​colombia:​18_colombia_health.jpg?​300|}}||{{:​social_vulnerability:​colombia:​20_colombia_education.jpg?​300|}}|  + (A)  |  (B)  | 
 +\\ 
 +| {{ :​social_vulnerability:​colombia:​17_colombia_infrastructure.jpg?​300 |}}|{{:​social_vulnerability:​colombia:​18_colombia_health.jpg?​300 ​ |}}||{{:​social_vulnerability:​colombia:​20_colombia_education.jpg?​300 |}}|\\ 
 +|  (C)  |  (D)  |   ​(E)  ​
 +\\
 ==== Integrated Risk ==== ==== Integrated Risk ====
  
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 Figure 2 Figure 2
 | {{ :​social_vulnerability:​colombia:​11_colombia_social.jpg?​300 |}}  |  {{ :​social_vulnerability:​colombia:​10_colombia_physical.jpg?​300 |}}  | {{ :​social_vulnerability:​colombia:​12_colombia_integrated.jpg?​300 |}} | | {{ :​social_vulnerability:​colombia:​11_colombia_social.jpg?​300 |}}  |  {{ :​social_vulnerability:​colombia:​10_colombia_physical.jpg?​300 |}}  | {{ :​social_vulnerability:​colombia:​12_colombia_integrated.jpg?​300 |}} |
-| A |B  | C |+ (A)  ​ (B ​| ​ (C)  ​|
  • colombia.1478510392.txt.gz
  • Last modified: 2016/11/07 10:19
  • by Miguel Toquica