ExecutivePulse
Official Federal Data

Clay County, Kentucky

FIPS 21051 · Corbin, KY · Population 19,921
9 Sources Updated June 22, 2026
$40,900
Median Income
$80,734 national
6.4%
Unemployment
4% national
$455M
GDP
15.5%
Bachelor's+
35.7% national
Small population: 19,921 residents. These figures come from the U.S. Census Bureau’s American Community Survey 5-year estimates, which carry a wide margin of error for places under 20,000 people. Read each value as an approximate range, and treat year-over-year changes as indicative rather than exact. A small shift can reflect survey sampling, not a real change on the ground.

Demographics & Population

Census Bureau American Community Survey 2020-2024 · 5-Year Estimates

Household Income

Source: U.S. Census Bureau · American Community Survey 2020-2024 5-Year Estimates
Median Household
$40,900
Per Capita
$21,846
Mean Household
$55,251
Poverty Rate
32.4% approx.
Median Income Comparison
Clay County$40,900
Kentucky$63,726
National$80,734

Population Profile

Source: Census Bureau ACS 2020-2024 · Tables B01001, B02001, B03003
65+: 16% (3,180 residents) 55-64: 13.5% (2,695 residents) 35-54: 28.1% (5,590 residents) 18-34: 21.9% (4,360 residents) Under 18: 20.6% (4,096 residents) 40 Median Age
Cohorts
Under 18 · 20.6%
18-34 · 21.9%
35-54 · 28.1%
55-64 · 13.5%
65+ · 16%
Race & Ethnicity
White92.2%
Black or African American4%
Asian0.2%
Hispanic or Latino(any race)2.1%
Hispanic or Latino is an ethnic category and overlaps with the race categories above.

Educational Attainment

Source: Census Bureau ACS 2020-2024 · Table B15003 · Population 25+
73.8%
High School+
National: 89.6%
▼ 15.8 pts
15.5%
Bachelor's+
National: 35.7%
▼ 20.2 pts
8.6%
Graduate+
National: 14.1%
▼ 5.5 pts

Employment Overview

Source: U.S. Census Bureau · American Community Survey 2020-2024 5-Year Estimates
19,921
Population
6,947
Labor Force
Employed
6,301
Unemployment Rate BLS LAUS 2025 annual
6.4% ▼ 0.3 pts YoY
Mean Commute 3 min above national avg
29.1 min
Work From Home vs 15.1% national
9.4%
Key Takeaways
  • Income gap: Households earn meaningfully less than the national median, which directly affects retail demand, housing absorption, and tax base.
  • Elevated poverty: At 32.4%, the rate is in economically distressed territory and supports federal funding narratives (CDFI, NMTC, EDA).
  • Talent gap: Bachelor's-or-higher attainment trails the national average by 20.2 pts, relevant for advanced-services attraction strategy.

Economy & Industry

Bureau of Labor Statistics QCEW · Bureau of Economic Analysis

$455M
Gross Domestic Product · 2024
Source: Bureau of Economic Analysis · CAGDP1 Regional GDP

Top Industries by Employment

Source: Bureau of Labor Statistics · Quarterly Census of Employment & Wages 2025 Annual
Top industries by employment in Clay County, Kentucky, with employment, share of top sectors, and average wage
IndustryEmploymentShare of Top 10Avg Wage
1Health Care and Social Assistance
1,097 46.9%
$56,395
2Retail Trade
565 24.1%
$26,920
3Manufacturing
158 6.8%
$28,118
4Professional, Scientific, and Technical Services
117 5.0%
$47,399
5Construction
107 4.6%
$47,906
6Finance and Insurance
95 4.1%
$48,420
7Other Services (except Public Administration)
73 3.1%
$40,024
8Wholesale Trade
64 2.7%
$34,822
9Educational Services
46 2.0%
$30,560
10Utilities
18 0.8%
$52,126
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Key Takeaways
  • Largest sector: Health Care and Social Assistance employs 1,097 workers (46.9% of tracked sectors), at an average wage of $56,395.
  • Economic scale: Regional GDP of $455M (2024).
  • Wage stratification: Health Care and Social Assistance averages $56,395 while Retail Trade averages $26,920, a 2.1x spread in the same local economy, with implications for workforce development and talent strategy.
Source: BLS QCEW + BEA Regional GDP.
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Industry Concentration

Location Quotient measures regional specialization vs. national average. LQ > 1.0 = concentrated.

Location Quotient Analysis

Concentrated Industries
Source: BLS QCEW · 3-digit NAICS sub-sector · Location Quotient vs. national employment share
Same source as the Top Industries table above, sub-sector view surfaces the specialization the supersector view masks (e.g., Plastics & Rubber Manufacturing inside the Manufacturing supersector).
Private Households
7.43x
40
Gasoline Stations and Fuel Dealers
4.69x
129
Health and Personal Care Retailers
2.70x
75
General Merchandise Retailers
1.84x
156
Social Assistance
1.65x
216

Cluster Depth

Source: BLS QCEW · Sub-sectors with LQ ≥ 1.5 indicate genuine cluster concentration
Dominant Cluster
Retail Trade Cluster
Coherent grouping of concentrated sub-sectors, signals supply-chain fit for site selectors
360
Cluster Employment
4.69x
Peak LQ
Concentrated Sub-Sectors
Private Households
7.43x 40
Gasoline Stations and Fuel Dealers
4.69x 129
Health and Personal Care Retailers
2.70x 75
General Merchandise Retailers
1.84x 156
Social Assistance
1.65x 216

Attraction Opportunities

LQ < 0.5 with ≥ 50 employed, realistic diversification targets. Source: BLS QCEW
0.41x
Professional, Scientific, and Technical Services
117 employed
0.49x
Specialty Trade Contractors
67 employed
Key Takeaways
  • Top specialization: Private Households concentrates at 7.43x the national norm, top-decile concentration, the kind of signature sector that defines a region's economic identity to site selectors.
  • Cluster depth: 5 sub-sectors register LQ ≥ 1.5, suggesting an interconnected industrial base rather than reliance on a single employer or sector.
  • Attraction whitespace: 5 sub-sectors register LQ < 0.5, candidates for diversification or recruitment depending on labor-market fit.
Source: BLS QCEW sub-sector Location Quotients.
Clay County's Top Sectors by Workforce Share
Each rectangle's area is proportional to that sector's share of total private-sector employment across all NAICS supersectors. Hover for exact employment.
Source: Bureau of Labor Statistics QCEW 2025 Annual · Private sector, NAICS supersectors

Housing & Affordability

Census ACS · HUD Fair Market Rents FY2026

Housing Overview

Source: Census Bureau ACS 2020-2024 5-Year Estimates · Tables B25001, B25077, B25064
$90,700
Median Home Value vs 2019
$724
Rent/Mo
76.4%
Owner-Occ
15.9%
Vacancy
2.2x
Home Value to Income Ratio - Affordable
vs. ~4.1x national average

HUD Fair Market Rents

Source: HUD · Fair Market Rents FY2026
Studio
$662/mo
1 Bedroom
$759/mo
2 Bedroom
$866/mo
3 Bedroom
$1,176/mo
4 Bedroom
$1,308/mo
30% of monthly median household income (~$1,022/mo) · rents above this line are typically considered cost-burdened.
Key Takeaways
  • Affordable market: Home value to income ratio of 2.2x is well below the ~4.1x national average; supports talent attraction and family settlement narratives.
  • High home ownership: 76.4% owner-occupied; rental supply may be tight for incoming workers.
  • Elevated vacancy: 15.9% vacancy rate. In resort, rural, and seasonal markets much of this is recreational/seasonal (second homes), not available supply; confirm the vacancy-by-reason split before treating it as a redevelopment opportunity.
  • Affordable rent tiers: 3 of 5 HUD Fair Market Rent bedroom tiers sit below the 30%-of-median-income affordability threshold (~$1,022/mo).
Source: Census ACS housing tables + HUD Fair Market Rents.

Workforce Pipeline

Labor force readiness, commuting, and workforce composition

Labor Market Overview

Source: Census ACS 2020-2024 · Tables B01001, B23025, B08303, B08301
12,645
Working Age (18-64) vs 2019
Mean Commute 3 min above national avg
29.1 min
Work From Home vs 15.1% national
9.4%
Prime-Age Employed (25-54)
55.1%
of prime-age population
Labor force participation rate: 43.9% of working-age population (18-64) 44% Participation
▲ vs 2019

Education & Talent Pipeline

Source: Census ACS 2020-2024 · Table B15003 · College Scorecard
Bachelor's+
15.5%
HS Diploma+
73.8%
Regional / Statewide Institutions
Total credentials awarded
35,189/yr
University of Kentucky 8,890/yr
University of the Cumberlands 6,956/yr
University of Louisville 5,751/yr
Bluegrass Community and Technical College 5,011/yr
Western Kentucky University 4,485/yr
Jefferson Community and Technical College 4,096/yr

Aging Workforce

Source: Census Bureau ACS · Derived from age & employment tables
21.3%
55-64 of working-age population (18-64)
Elevated retirement risk, above the 20% threshold. Succession planning recommended.

Workforce by Occupation

Source: Census ACS 2020-2024 · Table C24010 · Civilian employed population 16+
Management / Professional
35.2%
Service
18.1%
Sales & Office
20.9%
Construction / Maint.
10.9%
Production / Transport
15%
Bars scaled 2× for visual differentiation; percentage labels show actual share of 6,301 employed workers.
Key Takeaways
  • Low participation: 43.9% labor force participation suggests untapped capacity; workforce development programs may unlock supply.
  • Talent pipeline: 6 regional institutions feed the workforce; the top three combined produce 21,597 annual credentials.
Source: ACS workforce data and College Scorecard.

AI Insights

AI-assisted analysis, drawn from 9 federal data sources

Sample AI Insight

Clay County shows strong potential for private households attraction, with a 7.43x concentration and 40 jobs in this sub-sector. It ranks in the top decile nationally.

The interconnected base across private households, gasoline stations and fuel dealers, and health and personal care retailers creates supply-chain attraction leverage rather than single-employer risk, a structural advantage for industrial recruitment.

Industry Shift Analysis

Manufacturing Automation Risk
High
Healthcare Growth Forecast
+4.2% CAGR
Remote Work Migration
67/100

Prospect Match Scores

Advanced Manufacturing
92/100
Life Sciences
84/100
Data Centers
71/100
Illustrative example

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Data Sources

Updated from official federal government data.

Census ACS 5-Year2024
BLS QCEW2025 annual
BLS LAUS (via FRED)2025 annual
BEA Regional GDP2024
Census CBP2023
HUD Fair Market RentsFY2026
FCC Broadband Map2024
USAspending.govFY2026
College ScorecardAY 2022-23

Frequently Asked Questions

Key economic and demographic figures for Clay County, Kentucky, from federal data sources.

What is the population of Clay County, Kentucky?

19,921 (U.S. Census Bureau, ACS 5-Year Estimates).

What is the median household income in Clay County, Kentucky?

$40,900 (U.S. Census Bureau, ACS 5-Year Estimates).

What is the unemployment rate in Clay County, Kentucky?

6.4% (2025 annual average, U.S. Bureau of Labor Statistics, LAUS).

What is the GDP of Clay County, Kentucky?

$455M (U.S. Bureau of Economic Analysis, CAGDP1).