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

Written by:
January 23, 2024
Rob Neville Photos // 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 Missouri

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 Missouri 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.

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#50. Greene County

- Economic connectedness: 0.87
- Median Income: $50,682
- Population: 296,875
--- 88.7% white
--- 3% Black
--- 0.3% American Indian and Alaska Native
--- 1.9% Asian
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#49. Montgomery County

- Economic connectedness: 0.88
- Median Income: $54,390
- Population: 11,384
--- 93% white
--- 1.6% Black
--- 0.3% American Indian and Alaska Native
--- 0.1% Asian
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thomas carr // Shutterstock

#48. Webster County

- Economic connectedness: 0.88
- Median Income: $59,325
- Population: 38,978
--- 94.3% white
--- 0.5% Black
--- 0.3% American Indian and Alaska Native
--- 0.3% Asian
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Jacob Boomsma // Shutterstock

#47. Cape Girardeau County

- Economic connectedness: 0.88
- Median Income: $59,252
- Population: 81,086
--- 86.8% white
--- 7.4% Black
--- 0.1% American Indian and Alaska Native
--- 1.5% Asian
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#46. Carroll County

- Economic connectedness: 0.88
- Median Income: $54,967
- Population: 8,564
--- 95.1% white
--- 1.7% Black
--- 0% American Indian and Alaska Native
--- 0.1% Asian
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e.backlund // Shutterstock

#45. Adair County

- Economic connectedness: 0.88
- Median Income: $46,639
- Population: 25,339
--- 90.7% white
--- 3.9% Black
--- 0.2% American Indian and Alaska Native
--- 2.4% Asian
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#44. Perry County

- Economic connectedness: 0.88
- Median Income: $56,832
- Population: 19,007
--- 95.5% white
--- 0.5% Black
--- 0% American Indian and Alaska Native
--- 0.9% Asian
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#43. Macon County

- Economic connectedness: 0.89
- Median Income: $48,583
- Population: 15,222
--- 93.3% white
--- 2.1% Black
--- 0.5% American Indian and Alaska Native
--- 0.7% Asian
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#42. Livingston County

- Economic connectedness: 0.89
- Median Income: $54,309
- Population: 15,001
--- 92.5% white
--- 2.7% Black
--- 0.5% American Indian and Alaska Native
--- 0.6% Asian
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#41. Ralls County

- Economic connectedness: 0.89
- Median Income: $58,829
- Population: 10,318
--- 94.4% white
--- 1.9% Black
--- 0.2% American Indian and Alaska Native
--- 0.4% Asian
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Rachael Martin // Shutterstock

#40. Lewis County

- Economic connectedness: 0.89
- Median Income: $46,250
- Population: 10,031
--- 93% white
--- 3.6% Black
--- 0.3% American Indian and Alaska Native
--- 0.3% Asian
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#39. Pulaski County

- Economic connectedness: 0.9
- Median Income: $59,252
- Population: 53,460
--- 74.4% white
--- 10.9% Black
--- 1% American Indian and Alaska Native
--- 2.7% Asian
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#38. Cole County

- Economic connectedness: 0.9
- Median Income: $64,715
- Population: 77,412
--- 82.8% white
--- 11.8% Black
--- 0.3% American Indian and Alaska Native
--- 1.6% Asian
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#37. Monroe County

- Economic connectedness: 0.9
- Median Income: $46,441
- Population: 8,643
--- 93.5% white
--- 3.1% Black
--- 0.7% American Indian and Alaska Native
--- 0.5% Asian
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#36. Ray County

- Economic connectedness: 0.9
- Median Income: $67,643
- Population: 23,080
--- 94.3% white
--- 1.1% Black
--- 0.9% American Indian and Alaska Native
--- 0.2% Asian
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Loria Chaddon // Shutterstock

#35. Maries County

- Economic connectedness: 0.91
- Median Income: $50,434
- Population: 8,457
--- 95.9% white
--- 0.3% Black
--- 0.9% American Indian and Alaska Native
--- 0.2% Asian
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#34. Knox County

- Economic connectedness: 0.91
- Median Income: $40,814
- Population: 3,782
--- 95.9% white
--- 0.5% Black
--- 0% American Indian and Alaska Native
--- 1.2% Asian
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#33. Shelby County

- Economic connectedness: 0.91
- Median Income: $46,178
- Population: 6,087
--- 95% white
--- 2.5% Black
--- 0.4% American Indian and Alaska Native
--- 0.2% Asian
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#32. Scotland County

- Economic connectedness: 0.91
- Median Income: $48,705
- Population: 4,760
--- 97.6% white
--- 0% Black
--- 0.1% American Indian and Alaska Native
--- 0% Asian
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APN Photography // Shutterstock

#31. Howard County

- Economic connectedness: 0.91
- Median Income: $58,596
- Population: 10,147
--- 89.1% white
--- 5.5% Black
--- 0.6% American Indian and Alaska Native
--- 0.4% Asian
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#30. Harrison County

- Economic connectedness: 0.91
- Median Income: $45,313
- Population: 8,229
--- 96.4% white
--- 0.8% Black
--- 0.3% American Indian and Alaska Native
--- 0.5% Asian
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karen_zelle_photography // Shutterstock

#29. Franklin County

- Economic connectedness: 0.92
- Median Income: $65,263
- Population: 104,331
--- 94.1% white
--- 0.8% Black
--- 0.2% American Indian and Alaska Native
--- 0.4% Asian
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#28. Ste. Genevieve County

- Economic connectedness: 0.92
- Median Income: $62,607
- Population: 18,406
--- 96.3% white
--- 0.8% Black
--- 0.5% American Indian and Alaska Native
--- 0.5% Asian
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#27. Bates County

- Economic connectedness: 0.92
- Median Income: $52,093
- Population: 16,100
--- 94.2% white
--- 1.9% Black
--- 0.4% American Indian and Alaska Native
--- 0.4% Asian
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#26. Mercer County

- Economic connectedness: 0.92
- Median Income: $52,105
- Population: 3,561
--- 95.6% white
--- 0.4% Black
--- 0.6% American Indian and Alaska Native
--- 0.7% Asian
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#25. Linn County

- Economic connectedness: 0.93
- Median Income: $54,245
- Population: 11,962
--- 96.4% white
--- 0.7% Black
--- 0.3% American Indian and Alaska Native
--- 0.3% Asian
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Chrysa Rene Snow // Shutterstock

#24. Gasconade County

- Economic connectedness: 0.93
- Median Income: $58,956
- Population: 14,803
--- 95.8% white
--- 0.7% Black
--- 0.4% American Indian and Alaska Native
--- 0.2% Asian
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#23. Daviess County

- Economic connectedness: 0.94
- Median Income: $55,750
- Population: 8,427
--- 96.5% white
--- 0.6% Black
--- 0.3% American Indian and Alaska Native
--- 0.2% Asian
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#22. Boone County

- Economic connectedness: 0.94
- Median Income: $62,653
- Population: 182,170
--- 80% white
--- 9.2% Black
--- 0.2% American Indian and Alaska Native
--- 4.4% Asian
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#21. Lafayette County

- Economic connectedness: 0.94
- Median Income: $70,969
- Population: 32,752
--- 92.9% white
--- 2.4% Black
--- 0.2% American Indian and Alaska Native
--- 0.8% Asian
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#20. Warren County

- Economic connectedness: 0.94
- Median Income: $68,350
- Population: 35,033
--- 91.5% white
--- 1.8% Black
--- 0.8% American Indian and Alaska Native
--- 0.7% Asian
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#19. Clay County

- Economic connectedness: 0.97
- Median Income: $75,596
- Population: 250,134
--- 82.7% white
--- 6.3% Black
--- 0.4% American Indian and Alaska Native
--- 2.1% Asian
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Ryanzo W. Perez // Shutterstock

#18. Lincoln County

- Economic connectedness: 0.97
- Median Income: $76,622
- Population: 58,689
--- 93.7% white
--- 2.3% Black
--- 0.2% American Indian and Alaska Native
--- 0.3% Asian
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#17. Chariton County

- Economic connectedness: 0.97
- Median Income: $56,758
- Population: 7,432
--- 94.7% white
--- 2.4% Black
--- 0.1% American Indian and Alaska Native
--- 0% Asian
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#16. Jefferson County

- Economic connectedness: 0.97
- Median Income: $71,285
- Population: 225,913
--- 92.3% white
--- 0.9% Black
--- 0.1% American Indian and Alaska Native
--- 0.8% Asian
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#15. Worth County

- Economic connectedness: 0.97
- Median Income: $41,847
- Population: 2,004
--- 98.1% white
--- 0.9% Black
--- 0% American Indian and Alaska Native
--- 0% Asian
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#14. Caldwell County

- Economic connectedness: 0.97
- Median Income: $54,321
- Population: 8,856
--- 94.4% white
--- 0.5% Black
--- 0.7% American Indian and Alaska Native
--- 0.4% Asian
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#13. Cass County

- Economic connectedness: 0.98
- Median Income: $76,924
- Population: 106,966
--- 88.7% white
--- 4.3% Black
--- 0.4% American Indian and Alaska Native
--- 0.5% Asian
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#12. Gentry County

- Economic connectedness: 0.98
- Median Income: $47,746
- Population: 6,231
--- 96.3% white
--- 0.3% Black
--- 0.6% American Indian and Alaska Native
--- 0.6% Asian
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#11. Atchison County

- Economic connectedness: 0.98
- Median Income: $53,867
- Population: 5,312
--- 95.6% white
--- 0.3% Black
--- 0.3% American Indian and Alaska Native
--- 0% Asian
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#10. Clinton County

- Economic connectedness: 0.99
- Median Income: $63,876
- Population: 21,095
--- 94.8% white
--- 1.2% Black
--- 0.2% American Indian and Alaska Native
--- 0.6% Asian
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Colton lee garcia // Shutterstock

#9. Christian County

- Economic connectedness: 0.99
- Median Income: $69,212
- Population: 87,824
--- 93.6% white
--- 1.1% Black
--- 0.3% American Indian and Alaska Native
--- 0.7% Asian
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#8. Johnson County

- Economic connectedness: 1.
- Median Income: $59,952
- Population: 53,889
--- 87.5% white
--- 3.3% Black
--- 0.2% American Indian and Alaska Native
--- 1.8% Asian
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#7. Holt County

- Economic connectedness: 1.01
- Median Income: $52,500
- Population: 4,295
--- 96.2% white
--- 1.4% Black
--- 0.5% American Indian and Alaska Native
--- 0.3% Asian
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#6. DeKalb County

- Economic connectedness: 1.03
- Median Income: $59,462
- Population: 11,639
--- 87.7% white
--- 8.4% Black
--- 0.3% American Indian and Alaska Native
--- 0.5% Asian
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Patrick Jennings // Shutterstock

#5. Osage County

- Economic connectedness: 1.03
- Median Income: $67,088
- Population: 13,372
--- 98.1% white
--- 0.2% Black
--- 0.6% American Indian and Alaska Native
--- 0% Asian
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#4. Nodaway County

- Economic connectedness: 1.04
- Median Income: $47,669
- Population: 21,571
--- 93.2% white
--- 2.7% Black
--- 0.3% American Indian and Alaska Native
--- 1.2% Asian
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TommyBrison // Shutterstock

#3. Platte County

- Economic connectedness: 1.05
- Median Income: $85,031
- Population: 105,189
--- 82.5% white
--- 6.6% Black
--- 0.3% American Indian and Alaska Native
--- 2.8% Asian
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#2. Andrew County

- Economic connectedness: 1.06
- Median Income: $63,769
- Population: 18,023
--- 94.4% white
--- 1.1% Black
--- 0.1% American Indian and Alaska Native
--- 0.3% Asian
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Rob Neville Photos // Shutterstock

#1. St. Charles County

- Economic connectedness: 1.09
- Median Income: $91,792
- Population: 402,377
--- 87.7% white
--- 4.6% Black
--- 0.1% American Indian and Alaska Native
--- 2.7% Asian

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

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