Election LabU.S. forecasts, with every number traced to its run

OH-3 · House

election-day forecast · ground-up model · as of 2026-10-02

Safe D
100%
Joyce Beatty
Democrat
0%
Cleophus Dulaney
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40D+40.7
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
2024 presidential lean+23.1
experience gap+11.2
2024 House lean+9.4
PAC money balance+7.7
presidential trend 2020-24+1.4

The district, in brief

Ohio's 3rd lies entirely within Franklin County, taking in inner Columbus, Bexley, Whitehall and Franklin County's share of Reynoldsburg. The facts on file mark the district as redrawn for 2026, on a map first used this cycle; the text does not describe how the lines changed and gives no presidential result for the district.

The incumbent is Democrat Joyce Beatty, re-elected with 70.70% of the vote in 2024, who won her primary 79.3% to 20.7% over Joe Gerard. The Republican nominee is Cleophus Dulaney, a candidate for this district in 2020, who was unopposed in his primary. An independent, Michelle Bird, filed paperwork but is not in the general-election table. As of May 8, 2026 Beatty had raised $944,541 with $2,730,577 on hand; Dulaney reported $0 raised and $0 on hand.

Every rater listed calls the seat D: Decision Desk HQ (July 14, 2026), the Cook Political Report (November 2, 2025), Inside Elections (October 31, 2025) and Sabato's Crystal Ball (April 10, 2025). The text records no district polls.

A paragraph quoting a model forecast from the day this brief was written is omitted; the current forecast is at the top of this page.

The facts, each beside its sentence

Incumbent
Joyce Beatty (D)The incumbent is Democrat Joyce Beatty, who was re-elected with 70.70% of the vote in 2024.
Open seat
noThe incumbent is Democrat Joyce Beatty
Democratic nominee
Joyce BeattyJoyce Beatty, incumbent U.S. representative
Republican nominee
Cleophus DulaneyCleophus Dulaney, candidate for this district in 2020
Democrat's background
incumbent U.S. representativeJoyce Beatty, incumbent U.S. representative
Republican's background
candidate for this district in 2020Cleophus Dulaney, candidate for this district in 2020
Last result
Beatty re-elected with 70.70% in 2024who was re-elected with 70.70% of the vote in 2024
Lines
Entirely within Franklin County: inner Columbus, Bexley, Whitehall and Franklin County's share of Reynoldsburg; facts mark the district redrawn for 2026The 3rd district is located entirely within the borders of Franklin County, taking in inner Columbus, Bexley, Whitehall, as well as Franklin County's share of Reynoldsburg.
Primaries
Beatty won the Democratic primary 79.3% to 20.7% over Joe Gerard; Dulaney was unopposed in the Republican primary (100.0%)candidate: Joyce Beatty (incumbent) votes: 62,851 percentage: 79.3
Raters
Decision Desk HQ: D (July 14, 2026); Cook: D (Nov 2, 2025); Inside Elections: D (Oct 31, 2025); Sabato's Crystal Ball: D (Apr 10, 2025)Decision Desk HQ D July 14, 2026 The Cook Political Report D November 2, 2025
Money
As of May 8, 2026: Beatty raised $944,541 with $2,730,577 on hand; Dulaney reported $0 raised and $0 on handJoyce Beatty (D) $944,541 $926,538 $2,730,577
Also
Independent Michelle Bird filed paperwork but does not appear in the general-election results table===Independents=== ====Filed paperwork==== *Michelle Bird

Not in the source: The text gives no presidential results for the district on any lines.; The text does not say how the 2026 map changed the district, only that the facts mark it as redrawn.; No district polls are in the text, and the model's basis records no district polls.; No general-election ratings finer than 'D' are given; no endorsements are listed.

Read from the district's section of Wikipedia's state page (CC BY-SA), archived as 568e9f52653f; written by claude-fable-5-1 (batch reader) on 2026-09-30 and checked mechanically: every quote occurs verbatim in the archived text, every number in the brief occurs in the inputs. No probability here is the reader's.

Who holds the seat now

Joyce Beatty (Democrat), in this chamber since 2013, 7 terms. Committees: House Committee on Financial Services.

From the congress-legislators dataset (CC0), archived as ae8cb9477c48. For a Senate race this lists both of the state's senators; the one whose term ends in the election year holds the seat on the ballot. For a House district redrawn for 2026 it is the member elected under the old lines with this number, who may be running elsewhere; the dossier above names who is running here.

How it has voted for president

Two-party margin201620202024
PresidentD+27.6D+31.9D+28.7

A shift of 1.1 points toward the Democrats from 2016 to 2024. county returns placed on the current lines by 2020 block population; MEDSL county file (2016), an MIT-licensed county file (2020, checked against certified state results) and MEDSL precinct returns (2024). For a district split across counties this is an estimate, and where the state published the exact 2024 figure for these lines, that exact figure is the one the model uses.

Who are the voters?

Group (adults 25+)Share of adultsTurnout 2020 / midtermShare of a midterm electorateEst. Democratic share, 2020
White, no degree28%64% / 43%26%30%
White, degree33%87% / 67%48%82%
Black26%63% / 31%18%97%
Hispanic4%46% / 23%2%77%
Asian5%41% / 28%3%82%
Other / multiracial4%68% / 46%4%80%

Of about 521,725 adults 25 and over. In 2020 the district voted 72.2% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 71.2% Democratic: the midterm electorate alone moves the margin 2.1 points toward Republicans. Group shares are estimated from how results vary across the state's census tracts (ecological inference, anchored to Pew's 2020 validated-voter figures) and calibrated to this district's actual 2020 vote; turnout is the Census survey's state rate by race and national rate by education, whose state samples carry margins of several points.

Not answered here: how each group will vote in 2026. These are 2020 preferences; this profile is description, not yet an input to the forecast.

The money

CandidateRaisedCash on handPAC shareSelf-fundedOutside $ forOutside $ against
Beatty, Joyce (DEM)
incumbent
$1,201,451$2,776,82174%0%$10$0

FEC bulk candidate summaries through June 30, 2026; $10 of independent expenditures for or against these candidates this cycle (FEC Schedule E, types 24E and 24A), which is the parties' and outside groups' own revealed view of whether this seat is in play.

The district in numbers

MeasureDistrictNationDifference
Bachelor's degree or higher, 25+44.6%34.9%+9.6 pts
White, non-Hispanic54.4%58.2%-3.8 pts
Black, non-Hispanic28.0%12.0%+16.0 pts
Hispanic or Latino6.6%19.0%-12.4 pts
Asian, non-Hispanic5.2%5.8%-0.5 pts
Foreign-born13.2%13.9%-0.7 pts
Median age35.739.2-3.5
Median household income$81,407$84,362$-2,955
Median home value$290,143$379,737$-89,594
Owner-occupied homes49.8%65.1%-15.3 pts
Unemployment, July 2026 (BLS county data)3.2%4.4%-1.1 pts
Change in unemployment, past 12 months-1.4 pts——
Change since the last election (24 months)-1.3 pts——
Unemployment (ACS)5.0%5.2%-0.2 pts
Federal government workers1.8%2.6%-0.8 pts
Work from home17.8%13.5%+4.4 pts
Households on SNAP11.0%11.8%-0.8 pts
Households with Social Security income21.9%31.2%-9.3 pts
Households with public assistance income1.7%2.7%-1.0 pts
Moved in from another state, past year2.5%2.3%+0.2 pts
Gini index0.400.44-0.04
Per-capita personal income (BEA), 2024$66,705$73,248$-6,543
Per-capita income growth since 2019, nominal, 202431.5%32.0%-0.5 pts
Government and other transfers, share of income, 202416.5%19.6%-3.1 pts
Social Security, share of income, 20224.1%5.8%-1.7 pts
Medicare, share of income, 20223.4%4.5%-1.1 pts
Medicaid, share of income, 20224.3%4.0%+0.3 pts
SNAP, share of income, 20220.7%0.6%+0.1 pts
Earned Income Tax Credit, share of income, 20220.4%0.4%+0.1 pts
Veterans' benefits, share of income, 20220.5%0.9%-0.3 pts
Federal civilian jobs, share of all jobs, 20221.2%1.3%-0.1 pts
Military jobs, share of all jobs, 20220.3%0.9%-0.6 pts

ACS 5-year 2023, assembled from census tracts by the 2020 population of their blocks inside the current lines, because the Bureau has not tabulated these lines; medians are population-weighted means of tract medians. Unemployment is the BLS county series placed on the district by block population, not seasonally adjusted, so changes are same-month comparisons. Income, transfers and jobs are BEA county accounts placed the same way, compared with the average district. Every other figure is a named column of a named table in the Bureau's summary file, archived before it was read. This is what a reader knows about a district before looking at a poll; the model does not yet use it, and whether it should is a registered question.

Who is favoured, and by how much?

>99%
Joyce Beatty
run 00a09d4b · house_district_prior/0.2.0 · as of 2026-10-02
+40.7
expected margin, D-R
run 00a09d4b · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from +25.5 to +55.9 points, D-R. It is wide because this district has never been polled.

What is this built on?

A model trained on every contested House race 2012-2024 predicts this district's lean from its own record: presidential and House results on the current lines, incumbency, both candidates' prior offices, outside and party money before 1 October, demographics and public-assistance shares from the Census release before the election, local unemployment and income, and religious tradition. The national margin comes from presidential approval, the economy, the midterm penalty and the generic ballot corrected for its measured lean. Draws share national and state errors, so the seat total and this district come from the same simulation.

Not answered here: district polls, which are not yet folded in.

Why does the model say this?

Each figure is how far this district's predicted lean moves when that one feature is set to the typical value across 2026 districts, everything else held: 2024 presidential lean (D+30.2): 23.1 pts toward the Democrat; experience gap (+4 levels, D minus R): 11.2 pts toward the Democrat; 2024 House lean: 9.4 pts toward the Democrat; PAC money balance: 7.7 pts toward the Democrat; presidential trend 2020-24 (R+9.8): 1.4 pts toward the Democrat.

How sure is it, and of what?

Total sd 9.25 points, made of the seat's own volatility 91%, correlated polling error 9%. The decomposition is stored with the forecast rather than reconstructed, so a probability whose dominant input is a placeholder is visibly that.

Not answered here: a nowcast. 'If ballots were cast today' needs something that observes today, and for a House district nothing does. Publishing the election-day figure under both labels would make one forecast look like two.

How was this number made?

Run 00a09d4b-7980-4ec5-ada0-077968a87242, house_district_prior/0.2.0, as of 2026-10-02. Promoted by a pre-registered gate: on 2016-2022 its Brier score was 0.036 against 0.049 for the previous method, and on a single 2024 run 0.023 against 0.032 (experiments/district_gate_result.md, with an independent review).