2023 Calloway County, Kentucky Demographics | Data & Analysis

Ready-to-use reports, analytics, and visualizations covering Calloway County, Kentucky, including population, race, income, and more. Based on 2023 American Community Survey Estimates.

Calloway County, Kentucky Key Demographic Statistics (2023 Estimates)

Key demographic statistics summarized from the U.S. Census Bureau's 2023 American Community Survey (ACS).

Total Population
37,882
Median Age
35.4 years
Median Household Income
$51,854
Bachelor's Degree+
32.32%
Uninsured Rate
7.1%
Total Households
15,086
Total Workers
17,571
Citizenship Rate
98.2%
Total Veterans
1,792
Top Veteran Era
Vietnam Era Only
Poverty Rate
11.4%
Families in Poverty
1,019
SNAP Recipients
10.69%
Households w/ SNAP
1,612

Source: U.S. Census Bureau, 2023 American Community Survey (ACS) Estimates

Calloway County, Kentucky 2023 Demographics: Age & Gender Distribution

Bar chart showing the population distribution of Calloway County, Kentucky by age group and gender, based on 2023 ACS data.
Source: U.S. Census Bureau, 2023 ACS Estimates

According to the U.S. Census Bureau's 2023 American Community Survey (ACS) Estimates, the total population of Calloway County, Kentucky is 37,882. The median age of the population in Calloway County, Kentucky is 35.4 years. The median age for males is 34.8 years, and for females it is 36.3 years.

The age distribution of the population in Calloway County, Kentucky by age group is as follows:

Population Percentage by Age Group in Calloway County, Kentucky, 2023
Age Group Percentage
Under 5 years 4.38%
5–17 years (children) 13.85%
18–24 years (young adults) 20.05%
25–34 years 11.32%
35–54 years 21.49%
55–64 years 12.12%
65 years and over (seniors) 16.78%

Understanding the Demographic Dependency Ratio in Calloway County, Kentucky

The total dependency ratio in Calloway County, Kentucky is 53.87. The youth dependency ratio is 28.05, and the old-age dependency ratio is 25.82. In demographic terms, the dependency ratio measures the size of the population typically not in the labor force (children under 18 and older adults 65+) relative to the working age (18-64) population. A higher ratio indicates a greater financial and social burden on the working population to support the non-working age groups.

For more detailed reports, explore the demographics for each of the most populated ZIP Codes in Calloway County, Kentucky, including Murray (42071) (30,750), Mayfield (42066) (23,635), and Benton (42025) (19,238).


What is the Racial and Ethnic Breakdown of Calloway County, Kentucky?

Race and Ethnicity Distribution Chart for Calloway County, Kentucky
Source: U.S. Census Bureau, 2023 ACS Estimates

The racial makeup and ethnic composition (racial demographics) of Calloway County, Kentucky is detailed below, based on the U.S. Census Bureau's 2023 American Community Survey (ACS) Estimates.

The Diversity Index for Calloway County, Kentucky is calculated at 22.75, suggesting a low level of racial and ethnic diversity. This index measures the probability that two people chosen at random will be from different racial or ethnic groups.

The following table provides the breakdown of the population of Calloway County, Kentucky by race and ethnicity:

Population Percentage by Racial and Ethnic Group in Calloway County, Kentucky, 2023
Racial/Ethnic Group Percentage
White Alone (Non-Hispanic) 87.69%
Black/African American Alone 3.64%
Hispanic or Latino (Any Race) 3.47%
Two or More Races 2.57%
Asian Alone 1.57%
Some Other Race Alone 0.43%
Native Hawaiian or Other Pacific Islander Alone 0.40%
American Indian and Alaska Native Alone 0.23%

Calloway County, Kentucky 2023 Demographics: Household Income Distribution

Horizontal bar chart showing household income distribution in Calloway County, Kentucky.
Source: U.S. Census Bureau, 2023 ACS Estimates

According to the U.S. Census Bureau's 2023 American Community Survey (ACS) Estimates, the median household income in Calloway County, Kentucky over the past 12 months, adjusted for 2023 inflation, was $51,854. This figure is based on a total of 15,086 households.

The distribution of household income in Calloway County, Kentucky across various income brackets is as follows:

Household Income Distribution in Calloway County, Kentucky, 2023
Income Range Percentage of Households
Less than $20,000 18.07%
$20,000 to $34,999 15.97%
$35,000 to $49,999 14.65%
$50,000 to $74,999 16.38%
$75,000 to $149,999 26.10%
$150,000 or more 8.84%

For detailed household income distribution reports on the ZIP Codes with the highest median household income in Calloway County, Kentucky, explore the data for: Benton (42025) ($66,919), Murray (42071) ($48,976), and Mayfield (42066) ($48,118).


Calloway County, Kentucky 2023 Demographics: Property Value Distribution

Line chart showing the distribution of property values for owner-occupied housing units in Calloway County, Kentucky.
Source: U.S. Census Bureau, 2023 ACS Estimates

According to the U.S. Census Bureau's 2023 American Community Survey (ACS) Estimates, the distribution of property values for owner-occupied housing units in Calloway County, Kentucky is based on a total of 9,608 properties.

The property value distribution in Calloway County, Kentucky across various value brackets is as follows:

Property Value Distribution in Calloway County, Kentucky, 2023
Property Value Range Percentage of Properties
Less than $25,000 5.60%
$25,000 to $49,999 5.66%
$50,000 to $99,999 11.23%
$100,000 to $199,999 34.09%
$200,000 to $499,999 39.08%
$500,000 to $999,999 4.04%
$1,000,000 or more 0.30%

Educational Attainment in Calloway County, Kentucky (2023 Data)

Treemap chart illustrating the educational attainment breakdown for population 25 years and over in Calloway County, Kentucky.
Source: U.S. Census Bureau, 2023 ACS Estimates

According to the U.S. Census Bureau's 2023 American Community Survey (ACS) Estimates, the educational attainment data covers the population 25 years and older in Calloway County, Kentucky, totaling 23,380 individuals.

91.38% of Calloway County, Kentucky population has a high school diploma or higher. Furthermore, the percentage of individuals who hold a Bachelor's Degree or a higher professional/graduate degree is 32.32%.

The detailed breakdown by educational level is presented below:

Educational Attainment Distribution in Calloway County, Kentucky, 2023
Educational Attainment Level Percentage of Population 25+
Less than high school graduate 8.62%
High school graduate (incl. equivalency) 31.42%
Some college or associate's degree 27.63%
Bachelor's Degree 17.67%
Graduate or professional degree 14.65%

What is the Health Insurance Coverage Rate in Calloway County, Kentucky?

Pyramid chart showing health insurance coverage by age and sex in Calloway County, Kentucky.
Source: U.S. Census Bureau, 2023 ACS Estimates

According to the U.S. Census Bureau's 2023 American Community Survey (ACS) Estimates, the health insurance coverage data for Calloway County, Kentucky shows that 7.1% of the population lacks health insurance coverage. This represents 2,659 individuals out of a total population of 37,546 people.

The uninsured rates vary significantly by age group. Young adults (18-34 years) have uninsured rates of 9.7% for males and 5.5% for females. In the 35-64 age bracket, 12.0% of males and 11.4% of females are uninsured.

Children under 18 and seniors aged 65+ generally have higher coverage rates due to public programs like Medicaid/CHIP and Medicare. In Calloway County, Kentucky, uninsured rates for children are 3.6% for males and 5.5% for females, while seniors have rates of 0.0% for males and 0.0% for females.

Uninsured Rates by Age Group and Sex in Calloway County, Kentucky, 2023
Age Group Male Uninsured % Female Uninsured %
Under 18 3.6% 5.5%
18-34 years 9.7% 5.5%
35-64 years 12.0% 11.4%
65+ years 0.0% 0.0%

Calloway County, Kentucky 2023 Population by Nativity and Citizenship Status

Treemap showing the population distribution by nativity and citizenship status in Calloway County, Kentucky based on U.S. Census data.
Source: U.S. Census Bureau, 2023 ACS Estimates

According to the U.S. Census Bureau's 2023 American Community Survey (ACS) Estimates, the nativity and citizenship data for Calloway County, Kentucky shows that 98.2% of the population are U.S. citizens. This includes both native-born and naturalized citizens, representing 37,186 individuals out of a total population of 37,882 people.

The nativity breakdown reveals diverse origins: 95.4% were born in the United States, 0.1% were born in Puerto Rico or U.S. Island Areas, and 0.8% were born abroad of American parent(s).

Among the foreign-born population, 1.8% of the total population have become naturalized U.S. citizens (699 individuals), while 1.8% are non-citizens (696 individuals).

Nativity and Citizenship Distribution in Calloway County, Kentucky, 2023
Nativity/Citizenship Status Percentage
Born in the United States 95.4%
Born in Puerto Rico or U.S. Island Areas 0.1%
Born abroad of American parent(s) 0.8%
U.S. citizen by naturalization 1.8%
Not a U.S. citizen 1.8%
Total U.S. Citizens 98.2%

Calloway County, Kentucky 2023 Demographics: Means of Transportation to Work

Treemap showing means of transportation to work distribution in Calloway County, Kentucky.
Source: U.S. Census Bureau, 2023 ACS Estimates

According to the U.S. Census Bureau's 2023 American Community Survey (ACS) Estimates, the commuting patterns for Calloway County, Kentucky show that 86.1% of workers commute by car, truck, or van. This represents 14,843 workers out of a total workforce of 17,237 people.

Public transportation usage stands at 0.1% (14 workers), which includes buses, subways, light rail, commuter trains, and ferries, but excludes taxicabs. Active transportation methods include walking (7.4%) and bicycling (0.3%).

5.3% of workers in Calloway County, Kentucky report working from home. An additional 0.9% use other means such as taxicabs, motorcycles, or other forms of transportation. These alternative commuting patterns reflect changing work arrangements and transportation preferences in the modern workforce.

Commuting Methods Distribution in Calloway County, Kentucky, 2023
Transportation Method Percentage Number of Workers
Car, truck, or van 86.1% 14,843
Public transportation 0.1% 14
Bicycle 0.3% 44
Walked 7.4% 1,277
Taxicab, motorcycle, or other means 0.9% 153
Worked from home 5.3% 906
Total Workers - 17,237

Calloway County, Kentucky 2023 Demographics: Employment by Class of Worker

Horizontal bar chart showing employment distribution by class of worker and gender in Calloway County, Kentucky, based on 2023 ACS data.
Source: U.S. Census Bureau, 2023 ACS Estimates

According to the U.S. Census Bureau's 2023 American Community Survey (ACS) Estimates, the civilian employed population aged 16 and over in Calloway County, Kentucky totals 17,571 workers. Of these, 8,957 (51.0%) are male and 8,614 (49.0%) are female.

The employment distribution by class of worker in Calloway County, Kentucky is as follows:

Employment Distribution by Class of Worker and Sex in Calloway County, Kentucky, 2023
Employment Class Male Workers Female Workers
Private For-Profit 6,410 (36.5%) 5,467 (31.1%)
Private Non-Profit 419 (2.4%) 723 (4.1%)
Government (All Levels) 1,473 (8.4%) 2,013 (11.5%)
  • Local Government 573 653
  • State Government 727 1,238
  • Federal Government 173 122
Self-Employed 646 (3.7%) 369 (2.1%)

Class of worker categorizes employed civilians by their employment arrangement. Private sector workers are employed by for-profit or non-profit companies. Government workers include those employed at local, state, or federal levels. Self-employed workers operate their own unincorporated businesses. Understanding the class of worker distribution provides insights into the economic structure and employment diversity of Calloway County, Kentucky.


Calloway County, Kentucky 2023 Demographics: Veterans by Period of Service

Horizontal bar chart showing veteran distribution by period of military service in Calloway County, Kentucky, based on 2023 ACS data.
Source: U.S. Census Bureau, 2023 ACS Estimates

According to the U.S. Census Bureau's 2023 American Community Survey (ACS) Estimates, there are 1,792 civilian veterans aged 18 and over in Calloway County, Kentucky.

The largest group of veterans served during Vietnam Era Only, accounting for 478 veterans (26.7% of all veterans). The second-largest group served during Post-9/11 Only, with 375 veterans (20.9%).

The complete distribution of veterans by period of military service in Calloway County, Kentucky is as follows:

Veteran Distribution by Period of Military Service in Calloway County, Kentucky, 2023
Period of Service Number of Veterans Percentage
Vietnam Era Only (August 1964 to April 1975) 478 26.7%
Post-9/11 Only (September 2001 or later) 375 20.9%
Between Gulf War and Vietnam Era 315 17.6%
Between Vietnam Era and Korean War 240 13.4%
Gulf War Only (August 1990 to August 2001) 200 11.2%
Post-9/11 and Gulf War (August 1990 to August 2001) 113 6.3%
Gulf War and Vietnam Era 26 1.5%
Korean War Only (July 1950 to January 1955) 18 1.0%
Post-9/11, Gulf War, and Vietnam Era 9 0.5%
Vietnam Era and Korean War 9 0.5%
World War II Only (December 1941 to December 1946) 9 0.5%
Total Veterans 1,792 100.0%

Period of military service categorizes veterans based on when they served on active duty in the U.S. Armed Forces. Veterans may have served during multiple periods, including World War II (December 1941–December 1946), the Korean War (July 1950–January 1955), the Vietnam Era (August 1964–April 1975), the Gulf War (August 1990–August 2001), and Post-9/11 (September 2001 or later). Understanding veteran demographics helps communities provide appropriate services, benefits, and support to those who have served.


Calloway County, Kentucky 2023 Demographics: Families by Income-to-Poverty Ratio

Horizontal bar chart showing family distribution by income-to-poverty ratio in Calloway County, Kentucky, based on 2023 ACS data.
Source: U.S. Census Bureau, 2023 ACS Estimates

According to the U.S. Census Bureau's 2023 American Community Survey (ACS) Estimates, there are 8,927 families in Calloway County, Kentucky.

Of these families, 1,019 (11.4%) live below the poverty line (income less than 100% of the federal poverty level). An additional 3,283 families (36.8%) are at or near poverty (100-199% of poverty). Meanwhile, 4,625 families (51.8%) have incomes at least twice the poverty level.

The complete distribution of families by income-to-poverty ratio in Calloway County, Kentucky is as follows:

Family Distribution by Income-to-Poverty Ratio in Calloway County, Kentucky, 2023
Income-to-Poverty Ratio Number of Families Percentage
Below 50% of Poverty 390 4.4%
50-74% of Poverty 353 4.0%
75-99% of Poverty 276 3.1%
100-124% of Poverty 403 4.5%
125-149% of Poverty 396 4.4%
150-174% of Poverty 475 5.3%
175-184% of Poverty 184 2.1%
185-199% of Poverty 155 1.7%
200-299% of Poverty 1,670 18.7%
300-399% of Poverty 1,258 14.1%
400-499% of Poverty 1,079 12.1%
500%+ of Poverty 2,288 25.6%
Total Families 8,927 100.0%

Income-to-poverty ratio measures how a family's income compares to the federal poverty threshold, which varies by family size and composition. A ratio below 1.00 (100%) indicates the family lives in poverty. Ratios between 1.00 and 1.99 represent families with low incomes who may still struggle financially despite being technically above the poverty line. Families with ratios of 2.00 (200%) or higher generally have more economic security. Understanding poverty distribution helps communities allocate resources and develop programs to support families in need.


Calloway County, Kentucky 2023 Demographics: SNAP/Food Stamps Recipients

Stacked bar chart showing SNAP/Food Stamps recipient household composition by presence of children under 18 in Calloway County, Kentucky, based on 2023 ACS data.
Source: U.S. Census Bureau, 2023 ACS Estimates

According to the U.S. Census Bureau's 2023 American Community Survey (ACS) Estimates, there are 15,086 total households in Calloway County, Kentucky. Of these, 1,612 households (10.69%) received SNAP/Food Stamps benefits in the past 12 months.

Among SNAP-recipient households, 1,045 (64.83%) have children under 18 years, while 567 (35.17%) do not have children under 18 years.

Household Composition of SNAP Recipients

SNAP Recipient Household Composition in Calloway County, Kentucky, 2023
Household Type With Children Under 18 No Children Under 18
Married-Couple Family 320 (19.85%) 102 (6.33%)
Male Householder, No Spouse 171 (10.61%) 19 (1.18%)
Female Householder, No Spouse 536 (33.25%) 42 (2.61%)
Nonfamily Households 18 (1.12%) 404 (25.06%)

The Supplemental Nutrition Assistance Program (SNAP), formerly known as Food Stamps, provides nutrition assistance to low-income individuals and families. The program aims to help eligible households purchase nutritious food. SNAP participation rates and household composition patterns provide important insights into economic hardship and food security challenges in Calloway County, Kentucky. Households with children under 18 often face greater nutritional needs, while households without children may include seniors, disabled individuals, or working adults facing economic challenges.


Frequently Asked Questions (FAQs)

The age breakdown for the population of Calloway County, Kentucky is detailed below, showing the percentage of the total population for each group:

Age Group Percentage
Under 5 years4.38%
5–17 years (children)13.85%
18–24 years (young adults)20.05%
25–34 years11.32%
35–54 years21.49%
55–64 years12.12%
65 years and over (seniors)16.78%

The racial and ethnic composition of Calloway County, Kentucky is dominated by: White Alone (Non-Hispanic): 87.69%, Black/African American Alone: 3.64%, Hispanic or Latino (Any Race): 3.47%. The complete breakdown includes 8 distinct racial and ethnic categories.

The median household income in Calloway County, Kentucky is $51,854. This represents the midpoint of all household incomes in the area, meaning half of households earn more than this amount and half earn less.

The household income distribution in Calloway County, Kentucky is: Very Low Income (under $20,000): 18.07%, Low Income ($20,000-$34,999): 15.97%, Lower Middle Income ($35,000-$49,999): 14.65%, Middle Income ($50,000-$74,999): 16.38%, Upper Middle Income ($75,000-$149,999): 26.10%, High Income ($150,000+): 8.84%.

Approximately 21.70% of households in Calloway County, Kentucky earn over $100,000 annually. This includes households earning between $100,000 and $124,999, $125,000 and $149,999, $150,000 and $199,999, and $200,000 or more.

The property value distribution for owner-occupied housing units in Calloway County, Kentucky is: Less than $25,000: 5.60%, $25,000-$49,999: 5.66%, $50,000-$99,999: 11.23%, $100,000-$199,999: 34.09%, $200,000-$499,999: 39.08%, $500,000-$999,999: 4.04%, $1,000,000 or more: 0.30%.

There are 9,608 owner-occupied housing units in Calloway County, Kentucky. This represents homes that are owned by the people living in them, as opposed to rental properties or vacant units.

Approximately 4.34% of owner-occupied housing units in Calloway County, Kentucky are valued over $500,000. This includes properties valued between $500,000 and $749,999, $750,000 and $999,999, $1,000,000 and $1,499,999, $1,500,000 and $1,999,999, and $2,000,000 or more.

In Calloway County, Kentucky, 32.32% of the population aged 25 and older holds a bachelor's degree or higher. This includes those with bachelor's degrees as well as those with graduate or professional degrees.

The educational attainment breakdown for Calloway County, Kentucky (population 25+) is: Less than high school graduate: 8.62%, High school graduate (including equivalency): 31.42%, Some college or associate's degree: 27.63%, Bachelor's degree: 17.67%, Graduate or professional degree: 14.65%.

In Calloway County, Kentucky, 91.38% of the population aged 25 and older has completed at least a high school education. This includes high school graduates, those with some college, associate's degrees, bachelor's degrees, and graduate degrees.

In Calloway County, Kentucky, 7.1% of the population lacks health insurance coverage. This represents 2,659 individuals out of a total population of 37,546 people.

The uninsured rates vary by age group in Calloway County, Kentucky. For young adults (18-34 years), 9.7% of males and 5.5% of females lack coverage. In the 35-64 age group, 12.0% of males and 11.4% of females are uninsured. These working-age populations typically face different coverage challenges than children or seniors.

Children under 18 in Calloway County, Kentucky have uninsured rates of 3.6% for males and 5.5% for females. Seniors aged 65 and older, who are typically covered by Medicare, have uninsured rates of 0.0% for males and 0.0% for females. These age groups generally have higher coverage rates due to public programs.

In Calloway County, Kentucky, 98.2% of the population are U.S. citizens. This includes native-born citizens and naturalized citizens. Out of a total population of 37,882 people, 37,186 are U.S. citizens.

Calloway County, Kentucky has 699 naturalized U.S. citizens, representing 1.8% of the total population. These are foreign-born individuals who have gone through the naturalization process to become U.S. citizens.

The nativity and citizenship breakdown for Calloway County, Kentucky is: 95.4% were born in the United States, 0.1% were born in Puerto Rico or U.S. Island Areas, 0.8% were born abroad of American parent(s), 1.8% are foreign-born naturalized U.S. citizens, and 1.8% are foreign-born non-citizens.

In Calloway County, Kentucky, 86.1% of workers commute by car, truck, or van, making it the most common means of transportation to work. Out of 17,237 total workers, 14,843 use personal vehicles for their commute.

14 workers in Calloway County, Kentucky use public transportation (excluding taxicabs) to commute to work, representing 0.1% of all workers. This includes buses, subways, light rail, commuter trains, and ferries.

Alternative commute methods in Calloway County, Kentucky include: 5.3% work from home, 7.4% walk to work, 0.3% bicycle, and 0.9% use other means such as taxicabs or motorcycles. These alternatives to driving alone help reduce traffic congestion and environmental impact.

"Class of worker" refers to the type of employer or work arrangement for employed civilians aged 16 and over in Calloway County, Kentucky. It categorizes workers into private sector (for-profit and non-profit), government (local, state, and federal), self-employed, and unpaid family workers. This classification helps understand the employment structure and economic composition of the workforce.

According to the American Community Survey, Calloway County, Kentucky has 17,571 employed civilians aged 16 and over. The private for-profit sector employs the largest share of workers, with 36.5% of male workers and 31.1% of female workers in this category.

In Calloway County, Kentucky, there are 1,473 male government workers and 2,013 female government workers. Government employment includes local, state, and federal positions. This represents 8.4% of male workers and 11.5% of female workers.

Self-employment in Calloway County, Kentucky includes 646 males (3.7%) and 369 females (2.1%). Self-employed workers operate their own businesses that are not legally incorporated.

In Calloway County, Kentucky, 1,612 households (10.69% of all households) received SNAP/Food Stamps benefits in the past 12 months. Out of 15,086 total households, these families rely on this federal nutrition assistance program to help purchase food.

Of the SNAP-receiving households in Calloway County, Kentucky, 1,045 (64.83%) have children under 18 years. These families face additional nutritional needs and food security challenges as they work to provide adequate nutrition for growing children.

SNAP recipients in Calloway County, Kentucky include diverse household types. Among households with children, 536 (33.25%) are headed by a female householder with no spouse present, while 320 (19.85%) are married-couple families. The program also serves households without children, including seniors, disabled individuals, and working adults facing economic challenges.

The Supplemental Nutrition Assistance Program (SNAP), formerly known as Food Stamps, is a federal program that provides nutrition assistance to low-income individuals and families. Eligibility is based on household income, resources, and size. In Calloway County, Kentucky, SNAP helps eligible households purchase nutritious food at authorized retailers. The program aims to alleviate hunger and improve nutrition and health outcomes for vulnerable populations.

According to the U.S. Census Bureau's American Community Survey, there are 1,792 civilian veterans aged 18 and over living in Calloway County, Kentucky. These individuals have served on active duty in the U.S. Army, Air Force, Navy, Marine Corps, or Coast Guard. This number does not include those with only National Guard or Reserves training without active duty service.

The most common period of military service for veterans in Calloway County, Kentucky is Vietnam Era Only, with 478 veterans (26.7% of all veterans) who served during this period. The second most common period is Post-9/11 Only, with 375 veterans (20.9%).

"Period of service" categorizes veterans based on when they served on active duty in the U.S. Armed Forces. Major periods include World War II (December 1941-December 1946), the Korean War (July 1950-January 1955), the Vietnam Era (August 1964-April 1975), the Gulf War (August 1990-August 2001), and Post-9/11 (September 2001 or later). Veterans may have served during multiple periods. Understanding the distribution of service periods helps communities in Calloway County, Kentucky provide appropriate services and support to their veteran population.

Veterans who served during the Gulf War era (1990-2001) and Post-9/11 era (2001-present) represent approximately 57.9% of all veterans in Calloway County, Kentucky. These more recent-era veterans, totaling around 1,038 individuals, often have different service experiences and support needs compared to veterans of earlier conflicts. They may benefit from targeted programs addressing issues such as transition to civilian life, employment assistance, and access to VA healthcare services.

In Calloway County, Kentucky, 1,019 families (11.4% of all families) live below the federal poverty line. This means their household income is less than 100% of the poverty threshold established by the U.S. Census Bureau, which varies by family size and composition. Out of 8,927 total families, these households face significant economic challenges meeting basic needs.

"Income-to-poverty ratio" measures how a family's income compares to the federal poverty threshold. A ratio of 1.00 (100%) means the family's income equals the poverty line. Below 1.00 indicates poverty, while ratios above 1.00 show income levels relative to poverty. For example, a ratio of 2.00 (200%) means the family earns twice the poverty threshold. In Calloway County, Kentucky, this data helps identify not just families in poverty, but also those who are economically vulnerable despite being above the official poverty line.

Beyond families living in poverty, Calloway County, Kentucky has 3,283 families (36.8%) with incomes between 100% and 199% of the poverty level. These families are often called 'near poverty' or low-income households. Specifically, 1,274 families (14.3%) have incomes between 100% and 149% of poverty. While technically above the poverty line, these families often struggle with housing costs, healthcare, childcare, and other expenses, making them economically vulnerable.

In Calloway County, Kentucky, 390 families (4.4%) live in extreme poverty, with incomes below 50% of the federal poverty threshold. These families face severe economic hardship and often require comprehensive assistance programs. On the other end of the spectrum, 4,625 families (51.8%) have incomes at least 200% above the poverty level, indicating greater financial stability and economic security.