Stacker Studio

Counties where children have the best opportunity for economic mobility in Kentucky

Written by:
January 23, 2024
Stephen Bailey // Shutterstock

This story originally appeared on Wealth Enhancement Group and was produced and distributed in partnership with Stacker Studio.

Counties where children have the best opportunity for economic mobility in Kentucky

Americans have long understood that their birthplace can significantly affect their futures, and academics have increasingly been able to connect tangible early life factors like where they live and the friendships they've cultivated with potential future income.

Among the most recent studies shedding light on what's known as economic mobility—a person's ability to move themselves and their families up the socioeconomic ladder over their lifetime—are a series of papers authored by Harvard University researchers leveraging vast troves of social networking data.

As part of a national analysis, Wealth Enhancement Group used data from Harvard University's Social Capital Atlas project to identify where in Kentucky children have the best (and worst) chances at upward economic mobility.

The research draws on a privacy-protected dataset representing 21 billion friendships from Facebook made public through its parent company Meta's Data for Good project. It also uses anonymous tax records, according to the authors. The scholars assigned a score to locales according to how economically connected low- and high-income people living in the area have historically been over at least a decade, per that data. The dataset does not include scores for about 180 of the 3,000 or so counties in the U.S.

The research attempts to fill in the gaps of previous efforts to study American economic mobility that did not consider a person's vast social networks nor their importance in creating better lives for themselves and their children.

It turns out the ability to cultivate friendships linking people of different socioeconomic backgrounds with one another is the strongest factor in determining whether a child can surpass the earning potential of their parents, Harvard researchers found. They call this economic connectedness.

Read on to find out where economic connectedness is strongest in your state.

1 / 50
Canva

#50. Garrard County

- Economic connectedness: 0.86
- Median Income: $58,137
- Population: 17,018
--- 93.5% white
--- 2.4% Black
--- 0.2% American Indian and Alaska Native
--- 0% Asian
2 / 50
ScottymanPhoto // Shutterstock

#49. Rowan County

- Economic connectedness: 0.87
- Median Income: $45,681
- Population: 24,654
--- 95.6% white
--- 1.9% Black
--- 0% American Indian and Alaska Native
--- 0.8% Asian
3 / 50
Canva

#48. Muhlenberg County

- Economic connectedness: 0.87
- Median Income: $46,124
- Population: 31,011
--- 92.3% white
--- 4.5% Black
--- 0.2% American Indian and Alaska Native
--- 0.3% Asian
4 / 50
Canva

#47. Logan County

- Economic connectedness: 0.87
- Median Income: $53,133
- Population: 27,319
--- 90% white
--- 6.2% Black
--- 0.1% American Indian and Alaska Native
--- 0.4% Asian
5 / 50
Canva

#46. Owen County

- Economic connectedness: 0.87
- Median Income: $52,450
- Population: 11,160
--- 95% white
--- 0.5% Black
--- 0.2% American Indian and Alaska Native
--- 0% Asian
6 / 50
Canva

#45. Trigg County

- Economic connectedness: 0.87
- Median Income: $53,693
- Population: 14,067
--- 89.2% white
--- 7.2% Black
--- 0% American Indian and Alaska Native
--- 0.3% Asian
7 / 50
Canva

#44. Marion County

- Economic connectedness: 0.87
- Median Income: $48,791
- Population: 19,556
--- 89.3% white
--- 6.9% Black
--- 0.3% American Indian and Alaska Native
--- 0.7% Asian
8 / 50
Canva

#43. Nicholas County

- Economic connectedness: 0.87
- Median Income: $44,306
- Population: 7,517
--- 95.9% white
--- 1.2% Black
--- 0.1% American Indian and Alaska Native
--- 0% Asian
9 / 50
Patrick Jennings // Shutterstock

#42. Boyle County

- Economic connectedness: 0.87
- Median Income: $54,234
- Population: 30,469
--- 85.9% white
--- 7.8% Black
--- 0.1% American Indian and Alaska Native
--- 0.8% Asian
10 / 50
Canva

#41. Graves County

- Economic connectedness: 0.88
- Median Income: $48,187
- Population: 36,796
--- 88.5% white
--- 4.1% Black
--- 0% American Indian and Alaska Native
--- 0.4% Asian
11 / 50
Anne Kitzman // Shutterstock

#40. Grant County

- Economic connectedness: 0.88
- Median Income: $60,040
- Population: 24,918
--- 93.7% white
--- 0.1% Black
--- 0% American Indian and Alaska Native
--- 0.1% Asian
12 / 50
Real Window Creative // Shutterstock

#39. Franklin County

- Economic connectedness: 0.88
- Median Income: $59,498
- Population: 51,319
--- 82% white
--- 9.5% Black
--- 0.1% American Indian and Alaska Native
--- 1.8% Asian
13 / 50
Marked Imagery // Shutterstock

#38. Greenup County

- Economic connectedness: 0.88
- Median Income: $55,431
- Population: 35,996
--- 96% white
--- 0.9% Black
--- 0.1% American Indian and Alaska Native
--- 0.6% Asian
14 / 50
Canva

#37. Daviess County

- Economic connectedness: 0.88
- Median Income: $57,660
- Population: 102,488
--- 88.4% white
--- 4.7% Black
--- 0.1% American Indian and Alaska Native
--- 2% Asian
15 / 50
Canva

#36. Shelby County

- Economic connectedness: 0.88
- Median Income: $73,974
- Population: 47,523
--- 83.1% white
--- 6.4% Black
--- 0% American Indian and Alaska Native
--- 1.1% Asian
16 / 50
Canva

#35. Mason County

- Economic connectedness: 0.89
- Median Income: $48,106
- Population: 17,103
--- 88.4% white
--- 6.2% Black
--- 0.7% American Indian and Alaska Native
--- 0.9% Asian
17 / 50
Canva

#34. McCracken County

- Economic connectedness: 0.89
- Median Income: $53,366
- Population: 67,394
--- 84% white
--- 10.4% Black
--- 0.3% American Indian and Alaska Native
--- 1% Asian
18 / 50
Canva

#33. Madison County

- Economic connectedness: 0.89
- Median Income: $55,002
- Population: 92,194
--- 90.6% white
--- 4.1% Black
--- 0.2% American Indian and Alaska Native
--- 0.9% Asian
19 / 50
Neal Bryant // Shutterstock

#32. Crittenden County

- Economic connectedness: 0.89
- Median Income: $45,000
- Population: 8,997
--- 95.9% white
--- 0.7% Black
--- 0.6% American Indian and Alaska Native
--- 0.3% Asian
20 / 50
Canva

#31. McLean County

- Economic connectedness: 0.89
- Median Income: $57,027
- Population: 9,182
--- 96.7% white
--- 1.3% Black
--- 0.4% American Indian and Alaska Native
--- 0.2% Asian
21 / 50
Canva

#30. Jessamine County

- Economic connectedness: 0.89
- Median Income: $65,196
- Population: 53,016
--- 89.7% white
--- 4.4% Black
--- 0.1% American Indian and Alaska Native
--- 1.5% Asian
22 / 50
Michele Korfhage // Shutterstock

#29. Grayson County

- Economic connectedness: 0.89
- Median Income: $40,839
- Population: 26,351
--- 96.2% white
--- 0.3% Black
--- 0% American Indian and Alaska Native
--- 0.3% Asian
23 / 50
Canva

#28. Hardin County

- Economic connectedness: 0.89
- Median Income: $59,863
- Population: 110,134
--- 78.1% white
--- 11.8% Black
--- 0.3% American Indian and Alaska Native
--- 1.9% Asian
24 / 50
Patrick Jennings // Shutterstock

#27. Fleming County

- Economic connectedness: 0.9
- Median Income: $48,315
- Population: 14,996
--- 95.5% white
--- 1.5% Black
--- 0.1% American Indian and Alaska Native
--- 0.3% Asian
25 / 50
Canva

#26. Livingston County

- Economic connectedness: 0.9
- Median Income: $51,081
- Population: 8,989
--- 96.6% white
--- 0.7% Black
--- 0% American Indian and Alaska Native
--- 0.4% Asian
26 / 50
Wangkun Jia // Shutterstock

#25. Edmonson County

- Economic connectedness: 0.91
- Median Income: $41,533
- Population: 12,165
--- 94.9% white
--- 1.6% Black
--- 0.2% American Indian and Alaska Native
--- 0% Asian
27 / 50
Canva

#24. Ballard County

- Economic connectedness: 0.91
- Median Income: $52,695
- Population: 7,814
--- 92.7% white
--- 3.9% Black
--- 0.2% American Indian and Alaska Native
--- 0.3% Asian
28 / 50
Canva

#23. Caldwell County

- Economic connectedness: 0.92
- Median Income: $48,280
- Population: 12,641
--- 91.9% white
--- 6.5% Black
--- 0% American Indian and Alaska Native
--- 0% Asian
29 / 50
Patrick Jennings // Shutterstock

#22. Harrison County

- Economic connectedness: 0.92
- Median Income: $53,862
- Population: 18,690
--- 94.7% white
--- 1.5% Black
--- 0% American Indian and Alaska Native
--- 0% Asian
30 / 50
Patrick Jennings // Shutterstock

#21. Mercer County

- Economic connectedness: 0.92
- Median Income: $53,750
- Population: 22,470
--- 92.5% white
--- 3.8% Black
--- 0.2% American Indian and Alaska Native
--- 0.8% Asian
31 / 50
Canva

#20. Pendleton County

- Economic connectedness: 0.92
- Median Income: $57,619
- Population: 14,625
--- 95% white
--- 0.7% Black
--- 0% American Indian and Alaska Native
--- 0.5% Asian
32 / 50
Canva

#19. Robertson County

- Economic connectedness: 0.92
- Median Income: $53,833
- Population: 2,196
--- 98.8% white
--- 0.3% Black
--- 0% American Indian and Alaska Native
--- 0% Asian
33 / 50
woodsnorthphoto // Shutterstock

#18. Meade County

- Economic connectedness: 0.93
- Median Income: $63,944
- Population: 29,735
--- 91% white
--- 3.8% Black
--- 0.1% American Indian and Alaska Native
--- 0.8% Asian
34 / 50
Canva

#17. Breckinridge County

- Economic connectedness: 0.93
- Median Income: $49,919
- Population: 20,345
--- 95.1% white
--- 2% Black
--- 0% American Indian and Alaska Native
--- 0% Asian
35 / 50
Canva

#16. Henry County

- Economic connectedness: 0.93
- Median Income: $52,301
- Population: 15,691
--- 92% white
--- 2.7% Black
--- 0% American Indian and Alaska Native
--- 0.4% Asian
36 / 50
Canva

#15. Bullitt County

- Economic connectedness: 0.93
- Median Income: $67,892
- Population: 81,729
--- 94% white
--- 1.1% Black
--- 0.1% American Indian and Alaska Native
--- 0.7% Asian
37 / 50
Canva

#14. LaRue County

- Economic connectedness: 0.94
- Median Income: $53,555
- Population: 14,768
--- 93.2% white
--- 3.4% Black
--- 0% American Indian and Alaska Native
--- 0.3% Asian
38 / 50
Canva

#13. Boone County

- Economic connectedness: 0.94
- Median Income: $87,034
- Population: 134,599
--- 88.4% white
--- 3.7% Black
--- 0.2% American Indian and Alaska Native
--- 2.3% Asian
39 / 50
Ivelin Denev // Shutterstock

#12. Woodford County

- Economic connectedness: 0.94
- Median Income: $72,765
- Population: 26,758
--- 90.9% white
--- 4% Black
--- 0% American Indian and Alaska Native
--- 0.4% Asian
40 / 50
Canva

#11. Carlisle County

- Economic connectedness: 0.95
- Median Income: $42,386
- Population: 4,821
--- 94.9% white
--- 0.8% Black
--- 0.5% American Indian and Alaska Native
--- 0.6% Asian
41 / 50
Canva

#10. Calloway County

- Economic connectedness: 0.97
- Median Income: $44,534
- Population: 37,291
--- 90.7% white
--- 3.5% Black
--- 0.3% American Indian and Alaska Native
--- 1.6% Asian
42 / 50
Canva

#9. Lyon County

- Economic connectedness: 0.97
- Median Income: $55,203
- Population: 8,700
--- 91.7% white
--- 5% Black
--- 0.6% American Indian and Alaska Native
--- 0.5% Asian
43 / 50
Canva

#8. Hancock County

- Economic connectedness: 0.97
- Median Income: $61,622
- Population: 9,050
--- 95.5% white
--- 1.4% Black
--- 0.1% American Indian and Alaska Native
--- 0.3% Asian
44 / 50
Patrick Jennings // Shutterstock

#7. Bracken County

- Economic connectedness: 0.98
- Median Income: $63,277
- Population: 8,394
--- 96.3% white
--- 2.1% Black
--- 0.2% American Indian and Alaska Native
--- 0.4% Asian
45 / 50
Canva

#6. Campbell County

- Economic connectedness: 0.98
- Median Income: $65,580
- Population: 93,023
--- 92.9% white
--- 2.6% Black
--- 0.1% American Indian and Alaska Native
--- 1% Asian
46 / 50
Canva

#5. Anderson County

- Economic connectedness: 0.98
- Median Income: $59,887
- Population: 23,646
--- 94.3% white
--- 2.4% Black
--- 0% American Indian and Alaska Native
--- 0.4% Asian
47 / 50
Canva

#4. Marshall County

- Economic connectedness: 0.99
- Median Income: $58,989
- Population: 31,662
--- 96.6% white
--- 0.9% Black
--- 0.5% American Indian and Alaska Native
--- 0.1% Asian
48 / 50
Ryan_hoel // Shutterstock

#3. Nelson County

- Economic connectedness: 1.
- Median Income: $64,354
- Population: 46,440
--- 91.6% white
--- 5.1% Black
--- 0.1% American Indian and Alaska Native
--- 0.5% Asian
49 / 50
Michele Korfhage // Shutterstock

#2. Spencer County

- Economic connectedness: 1.02
- Median Income: $92,973
- Population: 19,256
--- 95.6% white
--- 1.7% Black
--- 0.1% American Indian and Alaska Native
--- 0.4% Asian
50 / 50
Stephen Bailey // Shutterstock

#1. Oldham County

- Economic connectedness: 1.07
- Median Income: $109,815
- Population: 67,586
--- 89.5% white
--- 3.8% Black
--- 0.2% American Indian and Alaska Native
--- 1.7% Asian

This story features data reporting and writing by Dom DiFurio and is part of a series utilizing data automation across 50 states.

Trending Now