To produce the FEMA Community Resilience Challenges Index (CRCI), FEMA and Argonne National Laboratory identified commonly used indicators across relevant peer-reviewed methodologies published from 2003 to 2021.
This approach captures multiple research perspectives rather than choosing one methodology among many.
The research process is documented in the Community Resilience Challenges Index report.
A literature review of peer-reviewed research identified 91 peer-reviewed methodologies that examine community resilience and social vulnerability. To determine the methodologies that have broad application for emergency managers, the research team applied six criteria:
• Data available at least at the County level
• Generalize hazard risk, not a single hazard
• Pre-disaster community conditions
• Quantitative measures
• Publicly available methodology
• Publicly available data sources.
The following 14 methodologies met all six criteria.
Next, the FEMA/Argonne research team reviewed the indicators used in each of the 14 methodologies and selected those indicators used in five or more methodologies. Indicators used in multiple methodologies suggests researcher agreement on the importance of the indicator.
The FEMA CRCI is a percentile value measured for each of the 22 commonly used indicators. Higher percentiles indicate higher potential challenges to resilience. The FEMA CRCI is produced for counties and census tracts.
The FEMA CRCI and each of the 22 commonly used indicators are included in the Resilience Analysis and Planning Tool (RAPT), an interactive GIS web map. NOTE: RAPT also includes several other data layers focused on equity and emergency management operations.
To provide a visual representation of the data in RAPT, the FEMA/Argonne research team used common statistical methods and data structuring software to sort the county data and tribal data into 5 color-coded bins and the census tract data into 7 color-coded bins. Darker colors represent potential greater challenges to resilience.
In addition to this visual data range, RAPT includes the specific data point for each geographical area. Spreadsheets for all counties, census tracts, and tribal boundary data points are available for download on the RAPT Resource Center, in the Data Sources tab.
The FEMA CRCI shows relative potential resilience across the country. The specific FEMA CRCI value is available by clicking on a location on the map. The County FEMA CRCI also includes the top three drivers of the CRCI in the RAPT pop-up box.
This map of aggregate indicator data points shows relative potential resilience by county.
This map of aggregate indicator data points shows relative potential resilience by census tract.
In addition to the composite FEMA CRCI value, RAPT includes data points for each of the 22 commonly used indicators. This provides richer community analysis to support emergency management responsibilities than an index alone.
For each of the 22 commonly used indicators, the FEMA/Argonne research team cataloged the authors’ rationale for including the indicator in their methodology. These are listed in Appendix C of the Community Resilience Challenges Index report and are included as the Connection to Resilience in the Indicator Maps below.
Continue to scroll to view the Indictor Maps of each indicator. NOTE: Maps may take a moment to load.
• Higher levels of education are associated with health, as well as an improved ability to communicate and comprehend information.
• Education is included as an input to economic resilience as higher levels of education is a characteristic of a strong labor force and supports individuals’ ability to access community resources.
• Higher levels of education can improve the capacity to prepare for, and respond to, the stress of disasters.
• For individuals with lower levels of education, the practical and bureaucratic hurdles to cope with, and recover from, a disaster are much more difficult to navigate.
Note: Map is interactive – click on county for data on the CRCI Indicators.
Census tract and tribal population data for this indicator is available in RAPT.
• High levels of employment contribute to a healthy community economy, which supports community resilience.
• Employment also provides residents with financial resources that contribute to their livelihoods.
• Unemployed persons do not have the employee benefit plans that provide income and health cost assistance in the event of injury or death.
• Counties with higher levels of unemployment may have fewer community resources to support residents’ needs and a population that is both less prepared for a disaster and less able to cope with the aftermath.
Note: Map is interactive – click on county for data on the CRCI Indicators.
Census tract and tribal population data for this indicator is available in RAPT.
• Communities enhance disaster resilience through nondiscriminatory wage policies, ensuring all groups have fair access to resources.
• Economic stability at the community level, particularly the stability of livelihoods, is an indicator of resilience.
Note: Map is interactive – click on county for data on the CRCI Indicators.
Census tract and tribal population data for this indicator is available in RAPT.
• Diversity is important for long term economic resilience; the local economy should not be overly dependent on continuing success in just one sector.
• In a diversified environment, if one industry weakens or fails, there are others that can provide employment and sustain the regional economy.
Note: Map is interactive – click on county for data on the CRCI Indicators.
Census tract and tribal population data for this indicator is available in RAPT.
• Individuals with disabilities tend to be more vulnerable to physical, social, and economic challenges.
• Having functional, mobility, or access needs can make responding to disasters more challenging, including adapting to extreme circumstances and dealing with the increased stress.
• During an emergency, family members, neighbors, or a caretaker may be less able to provide support to individuals with special needs that require the assistance of others.
Note: Map is interactive – click on county for data on the CRCI Indicators.
Census tract and tribal population data for this indicator is available in RAPT.
• Proficiency in English supports community resilience because of improved ability to communicate between individuals, as well as allowing individuals to better access community resources.
• Greater numbers of proficient English speakers can be vital for effective communication interactions in the event of a disaster.
• In communities where the first language is neither English nor Spanish, accurate translations of advisories may be scarce.
• Communities with fewer English-speaking residents may demonstrate lower levels of resilience.
Note: Map is interactive – click on county for data on the CRCI Indicators.
Census tract and tribal population data for this indicator is available in RAPT.
• Home ownership is often included as a measure of a community’s economic strength and thus is a marker of community resilience.
• Home ownership is also used to reflect residents’ level of place attachment to their communities.
• Low levels of home ownership can indicate a community with a faltering economy and a population with less long-term commitment to the community, which could hamper both individual and community mitigation actions to prepare for disaster as well as recovery efforts.
Note: Map is interactive – click on county for data on the CRCI Indicators.
Census tract and tribal population data for this indicator is available in RAPT.
• Access to transportation helps individuals support their livelihoods and provides critical mobility to adapt to the extreme circumstances of a disaster.
• Communities where fewer individuals have access to a vehicle may have less resilience to a disaster.
• Lack of access to vehicle can be especially problematic in terms of evacuation in urban areas where automobile ownership is lower, especially among inner city poor populations.
Note: Map is interactive – click on county for data on the CRCI Indicators.
Census tract and tribal population data for this indicator is available in RAPT.
• Several methodologies noted that the percentage of elderly adults in the population could affect resilience.
• Those over 65 tend to be less mobile.
• Those over 65 may find it more difficult to prepare for disasters and to adapt to extreme circumstances.
• Many people over 65 require assistance from family, neighbors, and others, which might not be available during a disaster.
Note: Map is interactive – click on county for data on the CRCI Indicators.
Census tract and tribal population data for this indicator is available in RAPT.
• Research has shown that there is a strong relationship between individuals’ financial resources and their resilience to a disaster.
• Low-income households are at greater risk because they tend to live in lower-quality housing situated in higher risk areas, are less likely to have prepared for a disaster, and have fewer resources to support recovery.
• The median household income of a community may also reflect its economic resilience and the community resources available.
Note: Map is interactive – click on county for data on the CRCI Indicators.
Census tract and tribal population data for this indicator is available in RAPT.
• The economic environment is a major factor in a community’s resilience and when income inequality is present, earnings tend to be distributed in a way that does not support broader community goals.
• Also, a skewed distribution of economic resources may negatively affect the cohesiveness of the residents’ response to a disaster.
Note: Map is interactive – click on county for data on the CRCI Indicators.
Tribal population data for this indicator is available in RAPT.
• Health is a critical component of community well-being as an unhealthy population has more difficulty accessing community support, or engaging in the process of building disaster resilience.
• Communities with more individuals covered by health insurance tend to have higher measures of physical and mental health.
• Health insurance coverage is one indication of individuals’ capacity to effectively respond to and recover from a crisis, both mentally and physically.
• Communities with lower percentages of individuals with health insurance may have lower levels of resilience.
Note: Map is interactive – click on county for data on the CRCI Indicators.
Census tract and tribal population data for this indicator is available in RAPT.
• Single-parent households are more vulnerable to a disaster because they tend to have lower socioeconomic status and fewer sources of social support than that of two-parent families.
• Single-parent households are also vulnerable as all daily responsibilities fall to one parent, making recovery more difficult.
Note: Map is interactive – click on county for data on the CRCI Indicators.
Census tract and tribal population data for this indicator is available in RAPT.
• This measure indicates the level of community engagement by looking at the level of civic infrastructure through which residents support their communities.
• Participation in civic organizations provides a mechanism for residents to invest in and take of their community and also increases networking and trusted relationships.
• The availability of formal social networks can be critical during response and recovery to quickly mobilize resources and disseminate information.
• Residents who participate in local civic organizations can use them for help and provide mutually beneficial cooperation during a crisis.
Note: Map is interactive – click on county for data on the CRCI Indicators.
• This measure represents essential community infrastructure, both because it represents the capacity of the healthcare system to support residents’ overall health as well as to provide critical emergency medical care.
• Lack of this critical capacity negatively effects a community’s ability to respond to and recover from disasters.
Note: Map is interactive – click on county for data on the CRCI Indicators.
• Availability of physicians is linked with the overall physical and mental health of community residents.
• Lack of access to physicians is related to lower levels of overall community resilience as indicated by low birthweight and premature mortality.
• Physicians are a critical emergency resource in the response to and recovery from a disaster.
Note: Map is interactive – click on county for data on the CRCI Indicators.
Tribal population data for this indicator is available in RAPT.
• Affiliation with a religious organization or civic organization can be used as a proxy measure for social connectedness, and how much a community may be able to rely on the good will of other local citizens, leading to reciprocity and mutually beneficial cooperation.
• Religious adherents can access additional support beyond their family and neighbors. Religious organizations are often organized to actively provide physical and social support to their congregations and communities during times of individual and community crisis.
Note: Map is interactive – click on county for data on the CRCI Indicators.
• Higher numbers of mobile homes in a community are related to lower levels of resilience because of the lower-quality construction of these homes and lack of basements, which makes them particularly susceptible to damage from hazards.
• Mobile homes are frequently found outside of metropolitan areas that may not be readily accessible by interstate highways or public transportation.
Note: Map is interactive – click on county for data on the CRCI Indicators.
Census tract and tribal population data for this indicator is available in RAPT.
• Communities where large numbers of residents have lived for extended periods are likely to have strong place attachment, be invested in the well-being of the community before a disaster, and willing to respond to revitalize a community after a disaster.
• Familiarity can help individuals navigate a community during an acute crisis, as well as know how to access services after the crisis has passed.
• A rapid influx of new residents may result in lower levels of attachment to the community, less familiarity with local hazards and how to prepare for them, and fewer community connections that can provide support during a crisis.
• A reduction in population will reduce local tax income and community resources to respond to a disaster.
Note: Map is interactive – click on county for data on the CRCI Indicators.
• Access to telephones enables communication which is vital during disaster events.
• Communities with more access to telephone services will be better prepared for and will respond better before and during a disaster.
• Availability and accessibility of natural hazard information and community engagement encourages risk awareness.
Note: Map is interactive – click on county for data on the CRCI Indicators.
Census tract and tribal population data for this indicator is available in RAPT.
• Economic resources play an important role in boosting resilience and adaptive capacity.
• Economically disadvantaged populations are disproportionately affected by disasters. The poor are less likely to have the income or assets needed to prepare for a possible disaster or to recover after a disaster.
Note: Map is interactive – click on county for data on the CRCI Indicators.
Census tract and tribal population data for this indicator is available in RAPT.
• An active voting population is an indicator of having a community that is engaged, enhancing overall community resilience.
• Participation in elections increases social and political trust.
• Civic engagement, including voting, is an important form of bridging social capital.
Note: Map is interactive – click on county for data on the CRCI Indicators.
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