Metropolitan statistical area

Pittsburgh

PA  · 2.35M residents  · CBSA 38300

Total wealth · absolute mobility
41st percentile nationally

Higher is better.

County-by-county total wealth on absolute mobility. Color shows each county's position on the national distribution (how to read the map).

The five lenses at a glance

Each row shows where Pittsburgh sits on the national distribution for one economic concept across all three mobility measures.

Total income

All income a person receives, including wages and transfers.

  • α Absolute mobility 60th percentile
    National median: 50th percentileThis county: 60th percentile
    this county national median

    35.61 — Higher means children who started at the bottom reach a higher rank on average.

  • β Persistence 67th percentile
    National median: 50th percentileThis county: 67th percentile
    this county national median

    0.35 — Higher means rank sticks across generations — less mobility.

  • δ Extensive margin 62nd percentile
    National median: 50th percentileThis county: 62th percentile
    this county national median

    The gap for children whose parents had zero of the resource vs. the lowest positive amount.

Labor income

Income earned from work (wages and salaries).

  • α Absolute mobility 55th percentile
    National median: 50th percentileThis county: 55th percentile
    this county national median

    38.14 — Higher means children who started at the bottom reach a higher rank on average.

  • β Persistence 82nd percentile
    National median: 50th percentileThis county: 82th percentile
    this county national median

    0.39 — Higher means rank sticks across generations — less mobility.

  • δ Extensive margin 91st percentile
    National median: 50th percentileThis county: 91th percentile
    this county national median

    13.24 — The gap for children whose parents had zero of the resource vs. the lowest positive amount.

Homeownership

The probability of owning a home (the extensive margin of housing wealth).

  • α Absolute mobility 76th percentile
    National median: 50th percentileThis county: 76th percentile
    this county national median

    64.17 — Higher means children who started at the bottom reach a higher rank on average.

  • β Persistence 29th percentile
    National median: 50th percentileThis county: 29th percentile
    this county national median

    0.35 — Higher means rank sticks across generations — less mobility.

  • δ Extensive margin 13th percentile
    National median: 50th percentileThis county: 13th percentile
    this county national median

    -15.67 — The gap for children whose parents had zero of the resource vs. the lowest positive amount.

Housing wealth

The value of housing assets a person holds.

  • α Absolute mobility 26th percentile
    National median: 50th percentileThis county: 26th percentile
    this county national median

    35.72 — Higher means children who started at the bottom reach a higher rank on average.

  • β Persistence 56th percentile
    National median: 50th percentileThis county: 56th percentile
    this county national median

    0.32 — Higher means rank sticks across generations — less mobility.

  • δ Extensive margin 33rd percentile
    National median: 50th percentileThis county: 33th percentile
    this county national median

    -2.22 — The gap for children whose parents had zero of the resource vs. the lowest positive amount.

Total wealth

The total value of all assets a person holds.

  • α Absolute mobility 40th percentile
    National median: 50th percentileThis county: 40th percentile
    this county national median

    39.07 — Higher means children who started at the bottom reach a higher rank on average.

  • β Persistence 79th percentile
    National median: 50th percentileThis county: 79th percentile
    this county national median

    0.35 — Higher means rank sticks across generations — less mobility.

  • δ Extensive margin 70th percentile
    National median: 50th percentileThis county: 70th percentile
    this county national median

    6.35 — The gap for children whose parents had zero of the resource vs. the lowest positive amount.

Constituent counties (8)

Raw α / β / δ values for total wealth across each county in the metro.

CountyStateα (absolute mobility)β (persistence)δ (extensive margin)n
AlleghenyPA37.760.3983.9412500
ArmstrongPA45.110.2076.051600
BeaverPA40.810.2986.792400
ButlerPA41.010.2901.472500
FayettePA35.980.3409.361700
LawrencePA41.970.2743.371600
WashingtonPA39.030.37910.132900
WestmorelandPA38.690.34814.014000

About the data

These estimates are small-area (Fay–Herriot) county-level mobility statistics from the working paper Lands of Opportunity (Binder, Risch & Voorheis 2026, NBER WP 35219). Metro values shown here are population-weighted means of constituent county estimates. See the methodology page for a full description, and the user guide for how to navigate the explorer.