Consider this illustrative example: the Payneside Health-for-All Coalition wanted to understand whether health services were becoming more accessible throughout the community. It selected indicators such as the percentage of adults with a usual source of care, the percentage who delayed care because of cost, and the use of community clinics across age groups. It also reviewed participation in hospital financial assistance programs and access to subsidized home care for older adults. These measures showed changes in access and service use, while interviews helped explain residents' experiences. Together, the findings helped the coalition identify progress and remaining barriers. The indicators alone did not establish that the coalition caused the changes, but they provided useful evidence for improving its work.
In the previous section, Gathering and Using Community-Level Indicators, we introduced community-level indicators and discussed why, when, and how to use them. Examples addressed substance use, prevention of unintended pregnancies among adolescents, tobacco control, injury prevention, and violence prevention. This section explains how to select indicators that fit your objectives and offers examples across several fields.
What are community-level indicators?
Community-level indicators describe conditions, experiences, or outcomes for a population rather than a single individual. They may come from administrative records, surveys, observations, or other sources. For example, a population survey can estimate the percentage of adults who smoke cigarettes. Cigarette sales provide a different measure: purchases within an area, which may include purchases by visitors and exclude residents' purchases elsewhere. Choose an indicator based on what you need to understand, and be clear about what it actually measures.
Local health departments, public data systems, and community research organizations can help you locate indicators. The former Health Indicators Warehouse (HIW) was retired in 2016 and should not be treated as a current data source. County Health Rankings & Roadmaps provides county health measures and documentation; its former individual rankings were replaced by Health Groups, and it did not produce a 2026 annual data release, although selected measures were updated. Check the date and coverage of each dataset. For demographic and economic information, the U.S. Census Bureau is another useful starting point. Additional sources appear in the Internet Resources section.
Indicators can measure outcomes directly or describe conditions that may influence them. For example, a rate of documented alcohol-involved crashes measures a particular harm, while the amount of retail space devoted to alcohol describes the retail environment. Neither measure captures every aspect of alcohol use. Select indicators with a clear relationship to your objectives, and avoid assuming that an indirect measure proves a behavior or outcome.
Useful indicators should be:
- Relevant to the community's priorities and the evaluation questions
- Available, or feasible to collect with appropriate permissions and resources
- Usable in practice and understandable to the people making decisions
- Clearly defined and measurable using consistent methods
- Supported by evidence or a clear rationale — Explain why the measure is relevant to the issue and where its limitations lie.
- Reliable enough to support the comparisons you intend to make
- Appropriate to the expected timing of change — Leading indicators may signal changes that precede later outcomes, while other indicators document outcomes that take longer to emerge. A leading indicator is useful only when there is a reasonable basis for expecting that relationship; it does not guarantee what will happen next.
- Relevant to decisions about policy, programs, or community action
Some general considerations
- Match the indicator to the time frame of your work. Some health outcomes reflect exposures and conditions accumulated over many years. Lung cancer rates, for example, cannot provide a timely measure of changes in smoking during a short prevention initiative. Cardiovascular outcomes also have multiple influences and should not be treated as a direct measure of recent eating or activity patterns. Use near-term measures to assess early progress and longer-term outcomes to understand sustained change.
- Indirect measures can offer useful clues, but their meaning needs investigation. More shelf space for nutritious foods may indicate greater availability, a retailer's marketing decision, or changes in demand. It does not establish that residents can afford those foods or are eating them more often. Pair observations of the retail environment with measures of affordability, purchasing, or residents' experiences when those questions matter.
How might you use community-level indicators?
Community assessment. Indicators can help identify strengths, needs, and differences in conditions across a community. For example, disease rates or access to services may vary across geographic areas or population groups. School meal participation and the availability of breakfast programs can provide information about access to food assistance, but they are also affected by program rules and participation practices. They should not be used alone to estimate child hunger or household income.
Indicators can also help assess changes that occur during community initiatives. A decline in the percentage of residents delaying medical care because of cost may be consistent with improved access after a clinic opens. However, insurance changes, other services, or economic conditions may also contribute. Examine indicators alongside implementation information and community feedback before drawing conclusions about an initiative's effects.
Accountability. Indicators can help your group report progress toward its commitments. An affordable housing initiative might track the number of homes affordable to households at specified income levels, housing costs as a share of income, and displacement. An economic opportunity initiative might examine employment, earnings, and job quality. Define the measures in advance and report both progress and unmet objectives, including differences across groups.
Evaluation. Use indicators to assess progress toward the outcomes your initiative seeks. A substance use prevention or treatment initiative might track access to treatment, treatment waiting times, and rates of substance-related emergency department visits. Interpret each measure carefully: increased treatment admissions may reflect improved access, greater need, or both. Arrests and nighttime crashes are not direct measures of substance use and should not substitute for measures that more closely match your evaluation question.
Policy change. Indicators can help identify a need for policy change and assess what happens after a policy is implemented. For example, an initiative concerned about housing stability among older adults and residents with lower incomes might examine housing costs, tax-related financial strain, and involuntary moves. If a property tax assistance policy is introduced, track participation and housing stability over time. Home sales alone cannot tell you why people moved or whether the policy helped them remain in their homes.
How do you choose community-level indicators?
Decide exactly what you want to learn. Identify your evaluation questions with community members and others who will use the findings. If your initiative aims to improve health care access, you might want to know how many residents delay care because of cost, which groups face the greatest barriers, and whether those barriers decrease over time.
Determine what information would answer those questions. Consider insurance coverage, access to a usual source of care, appointment availability, transportation, language access, and out-of-pocket costs. When measuring preventive care, define eligibility using the relevant recommendations rather than assuming that everyone needs the same services or annual screening schedule. Plan to collect comparable information later.
Choose indicators that reflect the information you need and can be measured consistently. Examples include the percentage of residents with a usual source of primary care and the percentage who delay treatment or prescriptions because of cost. Emergency department data may provide additional information about access barriers, but frequent visits do not by themselves establish that someone lacks primary care. Specify each indicator's population, time period, data source, numerator, and denominator.
Measure the indicators and interpret the results with the community. If residents are not receiving needed services, investigate the reasons before selecting a response. Information campaigns may help when people lack relevant information, but other barriers may require changes in cost, scheduling, transportation, accessibility, or service availability. Use residents' experiences to understand what the numbers mean.
Continue tracking useful indicators and revise the set when necessary. Preserve consistent definitions where possible, document changes in methods, and explain gaps in the data. Use the findings to assess progress and adjust your work, while recognizing that community trends alone do not establish an initiative's causal impact.
Examples of community-level indicators
The examples below cover health, human services and education, community development, public safety, and the environment. They include measures of conditions, resources, service use, and outcomes; not every measure is an outcome or has an automatically desirable direction of change. Select and define those that fit your objectives, and consider whose experiences the available data may miss. If you would like to suggest additional indicators, email toolbox@ku.edu.
Indicators are often most useful when tracked over time or compared across similar populations. Rates and percentages account for population size. For example, 20 new cases of a condition in a population of 10,000 during one year correspond to 200 new cases per 100,000 people that year: (20 ÷ 10,000) × 100,000. Use consistent case definitions, populations, and time periods. Rates alone do not make every comparison fair; age differences, data quality, and small numbers may require adjustment or cautious interpretation. Protect privacy when reporting small groups.
Health
Health indicators can address well-being, prevention, local health priorities, and access to care. Include measures of the conditions that support health as well as illness and service use. The examples below are options for evaluation, not recommendations that every person receive every service.
Well-being and ongoing health care. Indicators can describe access to routine care, opportunities for physical activity, and the availability of nutritious food. Measures of services received should reflect the needs and eligibility of the population being assessed. Examples include:
- Percentage of adults with a usual primary care provider
- Percentage of adults reporting a routine health care visit in the past 12 months, interpreted as a service-use measure
- Percentage of adults receiving dental care within a defined period
- Percentage of adults receiving vision care or screening appropriate to their needs
- Percentage of children receiving recommended preventive health visits
- Percentage of children receiving dental care within a defined period
- Percentage of eligible children receiving recommended vision screening
- Timing of entry into prenatal care and access to recommended prenatal services
- Availability, affordability, and shelf space of foods meeting clearly defined nutritional criteria, without treating organic labeling as a measure of nutritional quality
- Retail space and advertising devoted to tobacco and nicotine products
- Number and distribution of alcohol retail outlets relative to population or geographic area
- Length, connectivity, condition, and accessibility of walking, cycling, and recreational routes
Disease and injury prevention. These indicators can track access to preventive services and changes in preventable harms. Define eligibility and measurement periods using the relevant guidance, and distinguish the availability of a service from its use. Examples include:
- Percentage of adults aged 65 and older who received influenza vaccination during the specified season
- Percentage of children with documented receipt of recommended vaccinations appropriate to their age
- Percentage of eligible people receiving recommended cancer screenings, using the appropriate age, risk, and screening intervals for each measure
- Availability and affordability of condoms and other sexual health resources, with separate measures of reported use, sexually transmitted infections, and unintended pregnancies where appropriate
- Percentage of schools providing age-appropriate sexuality education, with information about content, accessibility, and student reach
- Access to indicated tuberculosis and other infectious disease testing among people experiencing homelessness, including follow-up care
- Rates of traffic crashes and injuries, with alcohol involvement reported separately when reliably documented
Identifying and addressing local health priorities. Health needs may reflect environmental exposures, working conditions, access to care, housing, food access, and other influences. Individual and family medical histories can also matter. Avoid treating race, ethnicity, or culture as a simple explanation for health differences. Examine both outcomes and the conditions that may contribute to them, and involve affected communities in interpreting the findings.
- Results of appropriate screening and diagnostic assessments for conditions such as hypertension, diabetes, HIV, tuberculosis, and cancer, with attention to who was tested and who may have been missed
- Rates of hospital admission and death associated with specified diseases or conditions, using consistent definitions
- Recorded rates of pregnancy loss, stillbirth, and congenital conditions, with appropriate denominators and acknowledgment of incomplete reporting
- Infant mortality, low birth weight, and recorded diagnoses of fetal alcohol spectrum disorders, measured separately using appropriate definitions
- Prevalence of obesity among children using appropriate age-based measures, interpreted alongside other information about health and living conditions
- Rates of emergency department visits for asthma, including differences by age and neighborhood
- Prevalence of untreated tooth decay among children assessed, with attention to children who lack access to dental care
- Children's access to and use of mental health services, including waiting times and unmet needs
Access to health services. The presence of health facilities does not ensure that everyone can use them. Cost, transportation, scheduling, language, disability access, and experiences of discrimination may create barriers. Combine measures of service capacity with information about whether residents can obtain the care they need.
- Number and geographic distribution of practicing primary care providers
- Ratio of residents to primary care providers, with a clearly defined provider count and service area
- Percentage of residents with a usual source of primary care
- Proportion of insured residents whose coverage includes the preventive services being assessed
- Proportion of eligible residents receiving appropriate, evidence-based preventive services
- Percentage of residents without health insurance, and the availability and use of free or sliding-fee clinics
- Percentage of dental providers accepting Medicaid and availability of appointments for new Medicaid patients
- Percentage of emergency department patients reporting no usual source of primary care, when that information is collected reliably
- Proportion of residents unable to obtain or delaying needed medical care, dental care, or prescription medicines, and their reported reasons
- Emergency department waiting times, interpreted by urgency of need and the service being measured
- Number of older adults receiving needed home-based health and support services, alongside estimates of unmet need
- Waiting times for non-emergency appointments, including preventive visits, follow-up care, and care for chronic conditions
- Physical, communication, and digital accessibility of health facilities and services for people with disabilities
- Availability and response times of ambulance and emergency medical services, including rural coverage
- Availability and use of qualified language interpreters and accessible communication services in health care settings
Human services and education
Human services include public assistance, housing and emergency support, employment training, youth development, mediation, mental health care, violence prevention, and services for older adults and people with disabilities. They also include support for immigrants and refugees, language access, and assistance with protecting people's rights. Indicators can describe both access to these services and the outcomes people seek through them.
Education includes early childhood programs, elementary and secondary schools, special education and disability supports, postsecondary education, adult literacy, language learning, and workforce education. Learning may take place in person, online, or through a combination of formats. Consider accessibility, affordability, participation, and learning outcomes across these settings.
Services for children, young people, and families. Indicators may address material resources, educational opportunities, family supports, employment, safety, and access to services. Family structure or service use alone should not be treated as evidence that a child is doing well or poorly. Examples include:
- Number and percentage of families with incomes below specified poverty thresholds or income cutoffs, and eligibility for assistance such as subsidized childcare or school meals, using the correct measure for each purpose
The U.S. Census Bureau's poverty thresholds are used to produce official poverty statistics. The Department of Health and Human Services' poverty guidelines are a related but different measure used for some program eligibility decisions. Guidelines are updated annually and have separate amounts for Alaska and Hawaii. Neither measure fully captures every household's local living costs or circumstances. Programs use different eligibility rules, sometimes expressed as a percentage of the guidelines. Identify the measure, year, household or family definition, and eligibility rules used rather than referring vaguely to a single "poverty line."
- Children's living arrangements, including living with one or more parents, relatives, other caregivers, or in foster care, interpreted without ranking family types
- Number and rates of young people involved with the juvenile justice system, distinguishing complaints, arrests, referrals, petitions, and case outcomes
Some referrals involve status offenses, such as truancy or running away, that are treated differently from acts that would be crimes if committed by adults. Terminology and procedures vary by jurisdiction. Avoid describing young people as "uncontrollable." Examine the circumstances behind referrals, access to family and community supports, and opportunities to respond without court involvement.
- Access to support for parents, kinship caregivers, foster families, and other caregivers, including unmet needs and waiting times
- Availability and use of diversion and community-based support programs for young people referred to the juvenile justice system
- Number of young people in residential treatment, detention, or other out-of-home placements, reported separately by setting and purpose
- Reports and findings of child maltreatment, including abuse and neglect, distinguished by source and case status; these records do not capture all incidents and should not equate material hardship with neglect
- Number of families with children using food assistance, health care, mental health care, childcare, energy assistance, and family support services, including services for pregnant and parenting adolescents
- Employment participation, job quality, and access to appropriate work opportunities among young people aged 16 to 18
- Access to and use of sexual and reproductive health services among adolescents, reported in age groups that protect privacy
- Referrals to and receipt of substance use treatment among people younger than 21, with separate measures of waiting times and unmet need
- Availability and reach of outreach, housing, and support services for young people experiencing homelessness
Emergency assistance and basic needs. These services help people obtain food, shelter, safety, health care, and other essentials during crises or periods of financial strain. Service records show who was reached, but not everyone who needed help. Interpret use alongside eligibility, capacity, access barriers, and unmet needs.
- Estimates of people experiencing sheltered and unsheltered homelessness, using clearly defined methods and acknowledging people missed by counts or service records
- Number of people receiving public assistance or disability benefits, interpreted alongside eligibility and participation barriers
- Use of food banks, community meal programs, and the Supplemental Nutrition Assistance Program (SNAP), alongside direct measures of food insecurity
- Number of households receiving energy assistance and reporting difficulty paying utility bills
- Waiting times for subsidized housing, availability of affordable homes, and housing costs as a share of household income
- Access to shelter, counseling, housing assistance, and other supports for survivors of domestic violence, with strong protection of identifying information
- Number of people using mental health crisis services, response times, and connection to follow-up support
Ongoing support and opportunities. Employment, education, housing, transportation, and accessible community services can support stability and well-being. These services often work alongside emergency assistance. Examine whether people can obtain the support they need and whether it helps them achieve their own goals.
- Unemployment rate among people in the labor force, considered alongside labor force participation and underemployment
- Enrollment and waiting lists for adult literacy, foundational education, and language-learning programs
- Percentage of adults who have not completed a high school diploma or equivalent credential
- Availability, affordability, and accessibility of childcare for families facing economic barriers
- Coverage, frequency, affordability, and accessibility of public transportation
- Availability of accessible housing, assisted living, and home- and community-based supports for older adults and people with disabilities
- Availability and use of voluntary community mediation for appropriate family, housing, neighborhood, or organizational disputes, including participants' assessments of fairness and safety
- Reports, investigations, and resolutions of discrimination complaints involving employment, housing, lending, or other services
- Availability, affordability, and waiting times for community mental health services
- Availability and use of housing, employment, health care, and other reentry supports for people returning from incarceration
- Physical, communication, and digital accessibility of services and agencies for people with disabilities
Education. Indicators can cover learning opportunities from early childhood through adulthood, including public, private, and community-based programs. Focus on access, affordability, inclusion, quality, and outcomes. The presence of a particular school type or the amount spent per student does not, by itself, establish educational quality.
- Availability and use of affordable early childhood education, including Head Start, subsidized programs, and school district offerings
- School completion, attendance, and learning progress, using clearly defined measures and examining differences in access to support
- Availability and quality of bilingual education, English language development, and supports for newcomer students
- Class sizes, school building conditions, educator compensation and retention, and resources per student, interpreted in local context
- Availability and use of scholarships or tuition assistance for local students at private schools and colleges
- Percentage of students attending private or religious schools, used as a descriptive measure of enrollment patterns
- Availability, accessibility, and outcomes of alternative education programs and charter schools
- Percentage of local graduates entering and completing college, vocational education, apprenticeships, or other postsecondary pathways
- Availability and use of community scholarships for postsecondary education and training
- Accessibility of educational buildings, materials, technology, instruction, and student supports for people with disabilities
Community development
Community development includes economic opportunity, social connection, population changes, and cultural life. Indicators should reflect residents' priorities and help identify who benefits from development and who may face new barriers or displacement.
Economic conditions. Examine both community-wide patterns and differences across groups or neighborhoods. Pair measures of growth with information about affordability, job quality, and financial security. Possible indicators include:
- Number of new businesses established annually and their continuation over time
- Business closures and bankruptcies, reported separately and interpreted in context
- Median household income and the distribution of income, adjusted for inflation when comparing years
- Educational attainment and access to further education or training
- Unemployment, labor force participation, and underemployment
- Local revenue from taxes and fees, considered alongside population, service needs, and the distribution of costs
- Percentage of businesses that are locally owned, using a clear definition of local ownership
- Travel time, cost, and transportation options for commuting to work
- Delinquency and default rates on business and mortgage loans, reported separately
- Housing prices and rents relative to local household incomes
- Percentage of occupied homes that are owner-occupied, alongside measures of security and affordability for both homeowners and renters
- Separate measures of poverty, homelessness, and participation in public assistance programs, without treating these experiences as interchangeable
- School meal eligibility and participation, interpreted according to local program rules and universal meal availability
Social and demographic conditions. Social indicators describe participation, relationships, belonging, and access to influence. Demographic indicators describe characteristics such as age, race, ethnicity, gender, language, and where people live. These measures can help identify changing service needs and unequal access to opportunities. Collect only information that is useful for your purpose, protect privacy, and avoid treating a group's identity or family structure as a problem.
- Availability and accessibility of community organizations, faith communities, gathering places, and opportunities for social connection
- Voter turnout, with the denominator clearly identified as eligible voters, registered voters, or another defined population
- Household and caregiving arrangements, including access to support for different family types
- Population composition and trends by age, race, ethnicity, language, and other relevant characteristics, using consistent categories where possible
- Residential patterns, access to shared spaces and services, and residents' experiences of inclusion or segregation
- Availability, participation, and influence of neighborhood associations, community advocacy groups, oversight bodies, and other resident-led organizations
Cultural life. Cultural indicators can describe access to arts, entertainment, knowledge, heritage, and opportunities for creative expression. They can also reflect the languages, traditions, and practices of the community's many groups. Consider affordability, accessibility, participation, and whose experiences are represented in cultural institutions and events.
- Number, distribution, and accessibility of theaters, concert venues, community arts spaces, and other performance settings
- Availability and attendance of free or affordable music, dance, theater, film, and literary events
- Access to affordable and inclusive arts learning opportunities for children
- Availability and use of free or affordable arts and community education classes for adults
- Types, accessibility, community representation, and attendance of museums and cultural institutions
- Public library hours, locations, accessibility, digital resources, and use
- Availability, affordability, and participation in after-school and summer recreation programs
- Opportunities to participate in cultural, religious, and intercultural events
Public safety
Public safety includes preventing violence and injury, preparing for emergencies, responding effectively to crises, and protecting people's rights. Relevant measures may address traffic safety, fire protection, disaster readiness, violence prevention, emergency services, and trust in public institutions. Include residents' experiences of safety and fairness rather than relying only on agency records.
The examples below include prevention, response capacity, accountability, and reported harm. More personnel or more enforcement does not automatically mean greater safety. Recorded incidents also depend on reporting practices, access to help, and public trust, so interpret them alongside other evidence.
- Coverage and testing of emergency management plans, accessible warning and evacuation systems, and measures that reduce risks from locally relevant hazards such as floods, earthquakes, severe storms, and extreme heat
- Fire and emergency response capacity and response times across neighborhoods
- Availability and use of community violence prevention programs, well-maintained lighting, and other locally selected safety measures
- Residents' reported experiences of police interactions, trust, and fairness, including perspectives of young people, people from underrepresented racial and ethnic groups, and residents facing economic barriers
- Representation of the community's racial, ethnic, language, and other relevant backgrounds within police personnel and leadership
- Differences in access to protection, response times, stops, searches, arrests, and enforcement outcomes across neighborhoods and population groups
- Availability, accessibility, independence, and activity of community oversight or police accountability bodies
- Reports of police misconduct, discriminatory profiling, or excessive force, with separate measures of investigations, findings, and corrective actions
- Annual number and rate of homicides, with attention to uncertainty when counts are small
- Reported violent incidents, including sexual assault, robbery, and domestic violence, supplemented by other sources where possible to address underreporting
- Reported violence involving people younger than 18, distinguishing those harmed from those suspected of or found responsible for causing harm
- Number and rate of arrests involving people younger than 18, interpreted as a measure of justice-system contact rather than proof of offending
- Reported crime rates and residents' experiences of safety by neighborhood, accounting for differences in reporting and population exposure
- Police staffing, roles, and deployment, considered alongside prevention, crisis response, and other community safety resources
The environment
The natural and built environments shape daily life, health, mobility, and access to recreation. Relevant conditions include parks and open space, housing and infrastructure, air and water quality, and exposure to environmental hazards. Examine how benefits and burdens are distributed across neighborhoods. Describe disinvestment or maintenance needs without implying that residents or their communities are responsible for those conditions.
- Amount, condition, distribution, and accessibility of parks, open space, forests, farmland, wildlife habitat, and other natural areas
- Amount and ecological condition of protected land, with clear definitions of protection
- Preservation and restoration of historic buildings and places, including community participation in deciding what is recognized and protected
- Drinking water quality, reliability, affordability, and supply, including measured contaminants and interruptions in service
- Air quality and exposure to pollutants across locations and seasons
- Measured changes in local government energy use, emissions, and other environmental impacts, including those from public transportation and service vehicles
- Access to and use of waste reduction, recycling, and appropriate hazardous waste collection services for households and businesses
- Environmental monitoring, inspections, documented violations, and corrective actions involving businesses, industry, and other relevant sources
- Support for accessible public art and community participation in its creation, location, and maintenance
These examples are starting points; many other community-level indicators are possible. Choose a manageable set that answers your questions, reflects community priorities, and can be interpreted responsibly.
Putting indicators to use
Community-level indicators help describe conditions and track changes across populations. They can support assessment, evaluation, accountability, and policy discussions when their definitions, data sources, and limitations are clear. Combine existing data with local knowledge, examine differences within the community, and avoid treating a single measure as a complete account of people's experiences. Use the findings to guide decisions and report back to the people whose lives the indicators describe.
We encourage the reproduction of this material, but ask that you credit the Community Tool Box: www.ctb.ku.edu
Resources
Online Resources
America’s Children in Brief: Key National Indicators of Well-Being, 2010 is a compendium of indicators illustrating both the promises and the difficulties confronting our nation’s young people.
The Behavioral Risk Factor Surveillance System (BRFSS) from the U.S. Centers for Disease Control and Prevention is a system of health-related telephone surveys that collect state data about U.S. residents regarding their health-related risk behaviors, chronic health conditions, and use of preventive services.
Community Health Indicators Toolkit is provided by the First Nation’s Health Development. It provides tools for program planning and evaluation.
The CDC provides extensive information about Community Health Indicators. Included on this site is a detailed list of resources related to community health indicators.
County Health Rankings ranks the health of nearly every county in the nation, and helps us see how where we live, learn, work, and play influences how healthy we are and how long we live. The Rankings & Roadmaps show us what is making residents sick, where we need to improve, and what steps communities are taking to solve their problems. The health of a community depends on many different factors – ranging from individual health behaviors, education and jobs, to quality of health care, to the environment, therefore we all have a stake in creating a healthier community. Using the County Health Rankings & Roadmaps, leaders and advocates from public health and health care, business, education, government, and the community can work together to create programs and policies to improve people's health, reduce health care costs, and increase productivity. The County Health Rankings are a key component of the Mobilizing Action Toward Community Health (MATCH) project. MATCH is a collaboration between the Robert Wood Johnson Foundation and the University of Wisconsin Population Health Institute.
Chronic Disease Indicators is a set of 97 cross-cutting, important, uniform, and available indicators developed by consensus and drawn from many data sources.
The Distressed Communities Index (DCI) is a customized dataset created by EIG examining economic distress throughout the country and made up of interactive maps, infographics, and a report. It captures data from more than 25,000 zip codes (those with populations over 500 people). In all, it covers 99 percent — 312 million — of Americans.
Evaluating coalition efforts, by Tom Wolff and Vincent Francisco, explores issues to consider before undertaking an evaluation, criteria for a successful evaluation, questions you may wish to consider through evaluation, and how you can answer those questions.
Good Health Counts: Measurement and Evaluation for Health Equity describes how community health indicators can be used in community assessments to improve health and safety outcomes and reduce inequities.
Google Dataset Search is a search engine tool that is useful in discovery of datasets.
Global Directory to Indicator Initiatives is a worldwide directory of who is doing what in the field of sustainability indicators.
Health Canada provides a look at studies on social capital from Health Canada, showing how community-level indicators have been used in various studies to both define and measure the concept.
Health Indicators Warehouse (HIW) provides a single, user-friendly, source for national, state, and community health indicators, facilitates harmonization of indicators across initiatives, and links indicators with evidence-based interventions.
The Urban Institute’s National Neighborhood Indicators Partnership is a collaboration of the Urban Institute and local partners in 37 cities to further the development and use of neighborhood-level information systems for community building and local decision-making.
Sustainable Measures provides a searchable database of indicators by broad topics (health, housing) and keywords (AIDS, access to care, birth weight, etc.) for communities, organizations and government agencies at all levels.
The United States Prosperity Index 2020 is from the Legatum Institute is a comprehensive set of indicators designed to help organizations and leaders set agendas for growth and development.
The U.S. Census Bureau provides a wealth of national, state, and local demographic data.
U.S. Department of Health and Human Services is the principal agency for protecting the health of U.S. citizens, comprised of 12 agencies that provide information on their specific domains, such as the Administration on Aging. Others cross health boundaries, such as the Centers for Disease Control, which maintains national health statistics. The "WONDER" system is an access point to a wide variety of CDC reports, guidelines, and public health data to assist in research, decision-making, priority setting, and resource allocation.
U.S. National Institute of Mental Health provides statistics and educational information for the public as well as information for researchers.
Print Resources
Berkowitz, W. (1982). Community impact: creating grassroots change in hard times. Cambridge, MA: Schenkman Publishing Company, Inc.
Cox, F. (eds.) (1984). Tactics and techniques of community practice. Itasca, IL: F.E. Peacock Publishers, Inc.
Fawcett, S., Paine, A., Francisco, V., Schultz, J., Richter, K., Lewis, R., Williams, E., Harris, K., Berkley, J., Fisher, J., & Lopez, C. (1994). Work group evaluation handbook: evaluating and supporting community initiatives for health and development. Lawrence, KS: Work Group on Health Promotion and Community Development, University of Kansas.
Fetterman, D. (eds.) (1996). Empowerment evaluation: knowledge and tools for self-assessment and accountability. Thousand Oaks, CA: SAGE Publications, Inc.
Pietrzak, J., Ramler, M., Renner, T., Ford, L., & Gilbert, N. (1990). Practical program evaluation: examples from child abuse prevention. Newbury Park, CA: SAGE Publications, Inc.
Rutman, L. (eds.) (1984). Evaluation research methods: a basic guide. Newbury Park, CA: SAGE Publications, Inc.