Assessment of Socioeconomic Resilience to Pandemic Disasters in Island Tourist Destinations
Abstract
:1. Introduction
2. Materials and Methods
3. Results
3.1. Social Dimension Results
3.2. Economic Dimension Results
3.3. Institutional Dimension Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A. Indicators Frequency Analysis Table
Indicator | Frequency Document | |
Social dimension | Education | 47.62% |
Health | 30.16% | |
Special needs | 20.63% | |
Gender equity | 14.29% | |
Density | 30.16% | |
Age | 41.27% | |
Civic engagement | 14.29% | |
Communication | 34.92% | |
Land use diversity | 26.98% | |
Food security | 12.70% | |
Environmental Quality | 14.29% | |
Environmental conservation | 9.52% | |
Economic dimension | Housing capital | 30.16% |
Basic and emergency supplies | 33.33% | |
Income | 38.10% | |
Equity | 19.05% | |
Labor force | 52.38% | |
Economic diversity | 17.46% | |
Economic performance | 30.16% | |
Financial instruments security | 9.52% | |
Economic dependence | 4.76% | |
Economic infrastructures | 9.52% | |
Mobility and connectivity | 33.33% | |
Political dimension | Planification | 14.29% |
Previous disaster experience | 7.94% | |
Institutional quality | 19.05% | |
Power distribution | 9.52% | |
Emergency services | 22.22% | |
Budget | 19.05% | |
Participation | 9.52% | |
Mitigation capacities | 17.46% | |
Community capacities | 11.11% |
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Theoretical Indicators | Practical Indicators | Sources | ||
---|---|---|---|---|
Social dimension | Social resources | Education | The average level of schooling of the population 15 years of age and older (Years of education) | INEGI [34] |
Health | Population not entitled to health services (In %) | CONEVAL [35] | ||
Special needs | Social backwardness (Index) | CONEVAL [35] | ||
Gender equity | Female population with income below the income poverty line (In %) | CONEVAL [36] | ||
Density | Population density (Inhabitants per square kilometer) | INEGI [37] | ||
Age | Dependency ratio of Cozumel (In %) | INEGI [38] | ||
Civic engagement | Social Network Perception Index (Linker scale) | CONEVAL [39] | ||
Communication | Percentage of inhabited private homes with Internet access (In %) | INEGI [40] | ||
Natural resources | Land use diversity | The total area of agricultural land in the municipality (hectares) | CONABIO [41] | |
Food security | Agricultural production (in thousands of pesos) | SIAP [42] | ||
Environmental quality | Natural Capital Sustainability Index (NCSI) | CONABIO [43] | ||
Environmental conservation | Existence of environmental conservation plans (Yes/No) | Gobierno de Quintana Roo [44] | ||
Economic dimension | Economic Resources | Housing capital | Percentage of inhabited private housing owned (In %) | UQROO [45] |
Basic and emergency supplies | Population lacking access to essential services in housing (In %) | CONEVAL [36] | ||
Income | Population below the income poverty line by income (In %) | CONEVAL [36] | ||
Equity | GINI Coefficient (Index) | CONEVAL [46] | ||
Labor force | Percentage of the economically active male population aged 12 years and older in employment (Percentage) | INEGI [47] | ||
Economic diversity | Number of active economic sectors | Data Mexico [22] | ||
Economic performance | Profit reinvestment (In millions of USD) | Data Mexico [22] | ||
Financial instruments security | Existence of a financial instrument security (Yes/No) | UQROO [48] | ||
Economic dependence | The concentration of total income of the tertiary sector Cozumel (In %) | Data Mexico [22] | ||
Physical infrastructure | Economic infrastructures | Number of economic units | Data Mexico [22] | |
Mobility and connectivity | Number of access points | Turimexico [49] | ||
Political dimension | Politicalresources | Planification | Existence of an action plan for pandemic events (Yes/No) | SALUD [50] |
Earlier disaster experience | Existence of earlier pandemic disaster experience (Yes/No) | H. Ayuntamiento de Cozumel [51] | ||
Institutional quality | Trust in authorities (In %) | Data Mexico [22] | ||
Power distribution | Inclusive representation within the government | Nd | ||
Emergency services | Sufficient emergency services (Yes/No) | UQROO [52] | ||
Budget | The approved budget for the fiscal year (In millions of pesos) | H. Ayuntamiento de Cozumel [53,54] | ||
Human resources | Participation | Citizen participation in municipal elections (%) | IEQROO [55,56] | |
Mitigation abilities | Existence of pandemic risk sensibilization campaign (Yes/No) | UQROO [48] | ||
Community abilities | Population member of a neighbor group support (In %) | UQROO [52] | ||
Earlier disaster experience | Number of hospital beds for emergencies | UQROO [45] |
Definition | Rating | Skills |
---|---|---|
Data were available for all periods and showed an improvement or a stabilization of the highest standard. | 1 | Knowledge, resistance, absorptive, adaptive, learning, and building back better abilities. |
Data were available for all periods, showing a recovery ability to the first stage. | 0.8 | Knowledge, resistance, absorptive, adaptive abilities. |
Data were not available before the disruptive event but were developed after the event. | 0.6 | Knowledge and learning abilities. |
Data were available for all periods and show a regression. | 0.4 | Knowledge but decrease in abilities. |
Data were available before the event but not after. | 0.2 | Lack of knowledge and decrease of abilities. |
Data were not available. | 0 | Lack of knowledge. |
Indicator | Practical Indicator | 2015–2019 | 2020–2023 | Sources | |
---|---|---|---|---|---|
Social resources | Education | The average level of schooling of the population 15 years of age and older (Years of education) | 9.5 | 10.1 | [34] |
Health | Population not entitled to health services (In %) | 15.55% | 21.75% | [35] | |
Special needs | Social backwardness (Index) | −1.212684 | −1.133519 | [35] | |
Gender equity | Female population with income below the income poverty line (In %) | 43.3% | 52.9% | [36] | |
Density | Population density (Inhabitants per square kilometer) | 177.1 | 181.6 | [37] | |
Age | Dependency ratio of Cozumel (In %) | 48.60% | 43% | [38] | |
Civic engagement | Social Network Perception Index (Linker scale) | Medium | Medium | [39] | |
Communication | Percentage of inhabited private homes with Internet access (In %) | 45.40% | 70.40% | [40] | |
Natural resources | Land use diversity | The total area of agricultural land in the municipality (hectares) | 6.00 × 106 | 2.49 × 106 | [41] |
Food security | Agricultural production (in thousands of pesos) | 35.28 | 0 | [42] | |
Environmental quality | Natural Capital Sustainability Index (NCSI) | At Risk | Nd | [43] | |
Environmental conservation | Existence of environmental conservation plans (Yes/No) | Yes | Yes | [44] |
Indicator | Practical Indicator | 2015–2019 | 2020–2023 | Sources | |
---|---|---|---|---|---|
Economic resources | Housing capital | Percentage of inhabited private housing owned (In %) | 44% | 55.60% | [45] |
Basic and emergency supplies | Population lacking access to essential services in housing (In %) | 3.6% | 3.2% | [36] | |
Income | Population below the income poverty line by income (In %) | 41.8% | 51.6% | [36] | |
Equity | GINI Coefficient (Index) | 0.363 | 0.381 | [46] | |
Labor force | Percentage of the economically active male population aged 12 years and older in employment (Percentage) | 97.10% | 98.20% | [47] | |
Economic diversity | Number of active economic sectors | 18 | Nd | [22] | |
Economic performance | Profit reinvestment (In millions of USD) | 239 | 40 | [22] | |
Financial instruments security | Existence of a financial instrument security (Yes/No) | No | Nd | [48] | |
Economic dependence | The concentration of total income of the tertiary sector Cozumel (In %) | 96.2% | Nd | [22] | |
Physical infrastructure | Economic infrastructures | Number of economic units | 4455 | Nd | [22] |
Mobility and connectivity | Number of access points | 4 | 5 | [49] |
Indicator | Practical Indicator | 2015–2019 | 2020–2023 | Sources | |
---|---|---|---|---|---|
Institutional resources | Planification | Existence of an action plan for pandemic events (Yes/No) | Yes | Yes | [50] |
Previous disaster experience | Existence of previous pandemic disaster experience (Yes/No) | Yes | Yes | [51] | |
Institutional quality | Trust in authorities (In %) | 50.1% | 55.7% | [22] | |
Power distribution | Inclusive representation within the government | Nd | Nd | Nd | |
Emergency services | Sufficient emergency services (Yes/No) | YES | YES | [52] | |
Budget | The approved budget for the fiscal year (In millions of pesos) | 622 | 750 | [53,54] | |
Human resources | Participation | Citizen participation in municipal elections (%) | 61% | 55% | [55,56] |
Mitigation capacities | Existence of pandemic risk sensibilization campaign (Yes/No) | No | Yes | [48] | |
Community capacities | Population member of a neighbor group support (In %) | 57.30% | Nd | [52] | |
Medical capacity | Number of hospital beds for emergencies | 116 | 146 | [45] |
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Hafsi, A.; Aguilar-Becerra, C.D.; Frausto-Martínez, O.; Rivas-Tapia, A.S. Assessment of Socioeconomic Resilience to Pandemic Disasters in Island Tourist Destinations. Sustainability 2023, 15, 11246. https://doi.org/10.3390/su151411246
Hafsi A, Aguilar-Becerra CD, Frausto-Martínez O, Rivas-Tapia AS. Assessment of Socioeconomic Resilience to Pandemic Disasters in Island Tourist Destinations. Sustainability. 2023; 15(14):11246. https://doi.org/10.3390/su151411246
Chicago/Turabian StyleHafsi, Adel, César Daniel Aguilar-Becerra, Oscar Frausto-Martínez, and Alejandra Sarhai Rivas-Tapia. 2023. "Assessment of Socioeconomic Resilience to Pandemic Disasters in Island Tourist Destinations" Sustainability 15, no. 14: 11246. https://doi.org/10.3390/su151411246
APA StyleHafsi, A., Aguilar-Becerra, C. D., Frausto-Martínez, O., & Rivas-Tapia, A. S. (2023). Assessment of Socioeconomic Resilience to Pandemic Disasters in Island Tourist Destinations. Sustainability, 15(14), 11246. https://doi.org/10.3390/su151411246