The Price of Staying: How Housing Affordability Has Changed Across the DMV
Research Series 001 examines how home prices, mortgage payments and household incomes have changed across the DMV, one phase at a time. Phase 1, Working Paper 01, analyzes Washington, DC sales only. Northern Virginia and suburban Maryland are future phases: no data from those areas has been analyzed or published yet.
In progress. Phase 1 (Washington, DC) is published as a working paper with verification ongoing. Later phases have no results yet. See the papers listed below.
- Period
- 2015–2025
- Status
- In progress
- Series coverage (phased)
- Washington, DC · Northern Virginia · Suburban Maryland
01The question
Research question
How has the cost of buying and staying in a home — home prices and estimated mortgage payments relative to household incomes — changed across the DMV between 2015 and 2025? Phase 1 (Working Paper 01) answers a narrower question for Washington, DC only: how did inflation-adjusted transaction prices (2015–2024) and illustrative mortgage payments (2015–2025) change for condominiums and residential houses? Northern Virginia and suburban Maryland will be studied in later phases.
- Study period
- 2015–2025
- Later years
- Phase 1 compares real (CPI-adjusted) prices for 2015–2024 only, because annual 2025 CPI was incomplete in the extracted data; mortgage payments are nominal illustrations for 2015 and 2025. 2026 figures will be added only where they are available on a comparable basis.
02Phase 1 · Washington, DC
What Phase 1 found
Exploratory, descriptive results for Washington, DC only. Verification with the DC Office of Tax and Revenue is ongoing; Northern Virginia and suburban Maryland have no results yet.
Research Working Paper 01Exploratory analysisVerification ongoing
The Price of Staying: How Housing Prices and Borrowing Costs Changed Across DC Condominium and Residential-House Transactions, 2015–2025- 1
Real prices, 2015–2024 (CPI-adjusted, 2024 dollars): the median condominium transaction price fell 15.4%, while the median residential-house price rose 8.6%. These are changes in median transaction prices, not repeat-sales appreciation for identical homes.
- 2
Fixed-basket checks point the same way: holding the 2015 size mix constant, the 2024 real index (2015 = 100) was 82.5 for condominiums and 105.5 for houses; holding the bedroom mix constant, 81.7 and 110.5.
- 3
Illustrative payments, 2015–2025 (nominal, modeled): with 20% down and a 30-year fixed loan at annual average Freddie Mac rates, monthly principal and interest on a median-priced purchase rose from $1,664 to about $2,400 for a condominium and from $2,569 to about $5,056 for a house.
- 4
Nominal medians, 2015 vs. 2025: condominiums $443,750 and $470,000; residential houses $685,000 and $990,000.
- 5
Coverage: of 80,985 candidate qualified sales, about 96% matched a current residential (42,500) or condominium (35,268) assessment record; 3,217 did not match and are excluded from segment results.
03Where
Geographic coverage
- Area A
Washington, DC
Phase 1 — published. Working Paper 01 analyzes DC condominium and residential-house sales, 2015–2025. Sub-city detail only where sample sizes allow.
- Area B
Northern Virginia
Future phase — coming later. No Northern Virginia data has been analyzed or published yet. Proposed coverage: inner and outer Northern Virginia counties and independent cities; the final list will be documented before analysis.
- Area C
Suburban Maryland
Future phase — coming later. No Maryland data has been analyzed or published yet. Proposed coverage: Maryland counties bordering or near the District; the final list will be documented before analysis.
04What
What will be measured
- 01Home prices
- Phase 1: median DC transaction prices by segment, CPI-adjusted to 2024 dollars (2015–2024), plus fixed-basket size and bedroom checks. Later phases add Northern Virginia and suburban Maryland.
- 02Mortgage payments
- Phase 1: modeled monthly principal and interest on a median-priced purchase, 2015 and 2025, with 20% down and a 30-year fixed loan at annual average Freddie Mac rates.
- 03Household incomes
- Later phases: median household income by jurisdiction from the Census ACS. Not used in Phase 1.
- 04Affordability ratios
- Later phases: payment-to-income and price-to-income comparisons once income data is added. Not yet studied.
05Hypotheses
Questions to test
These are open questions the analysis will test. They are not findings, and the answers may be yes, no, or mixed.
- Question 1
Phase 1 (DC): Did condominium and residential-house prices follow different real paths between 2015 and 2024, and does that hold after fixed-basket size and bedroom checks?
- Question 2
Phase 1 (DC): How much of the change in illustrative monthly payments between 2015 and 2025 reflects higher rates rather than higher prices?
- Question 3
Later phases: Did Northern Virginia and suburban Maryland follow different affordability paths from DC? (Not yet studied.)
- Question 4
Later phases: Do local transaction records and index-based measures such as the FHFA HPI point in the same direction? (Not yet studied.)
- Question 5
Later phases: How did prices and payments change relative to household incomes from the Census ACS? (Not yet studied.)
06How
Methodology
Step 1: Collect DC transactions
Phase 1: candidate qualified sales dated 2015–2025 from DC CAMA records via Open Data DC (80,985 sales).
Step 2: Match to current assessment records
Phase 1: link each sale by its SSL identifier to the current CAMA residential and condominium tables; about 96% matched, 3,217 unmatched sales excluded.
Step 3: Segment
Phase 1: classify sales as condominiums or residential houses using the current assessment snapshot, not classification at the time of sale.
Step 4: Adjust for inflation
Phase 1: convert prices to 2024 dollars with annual BLS CPI; real comparisons end in 2024 because annual 2025 CPI was incomplete.
Step 5: Fixed-basket checks
Phase 1: hold the 2015 mix of unit sizes or bedroom counts constant, using cells with at least 30 sales, to limit composition effects.
Step 6: Model payments
Phase 1: estimate principal and interest for 2015 and 2025 median-priced purchases under stated loan assumptions.
Step 7: Read against benchmarks
Phase 1: compare with the FHFA House Price Index as context, and verify data definitions with the DC Office of Tax and Revenue.
Step 8: Extend to the region
Later phases: repeat the workflow for Northern Virginia and suburban Maryland and add household incomes. Not yet started.
07Inputs
Data sources
Each source is marked by how it is used: in Phase 1 results, as context only, or planned for later phases. Vintages are recorded under Dataset provenance.
DC CAMA sales, residential & condominium records
Open Data DC · DC Office of Tax and Revenue
Publisher page (opens in a new tab)UsePhase 1: DC transaction prices, condominium vs. residential-house segmentsDistrict of Columbia · sales dated 2015–2025 · current assessment snapshot
Used in Phase 1- UsePhase 1: inflation adjustment of 2015–2024 prices
Annual CPI used for 2015–2024 real comparisons; annual 2025 CPI was incomplete in the extracted research data.
Used in Phase 1 - UsePhase 1: annual average rates for 2015 and 2025 payment illustrations
Annual average 30-year fixed rates for 2015 and 2025; national averages, not DC-specific rates.
Used in Phase 1 - UsePhase 1: repeat-sales benchmark read alongside results (measures something different)
Repeat-sales index used as context only; not used to compute Phase 1 results.
Context only - UseLater phases: household incomes for payment-to-income ratios
Planned for later phases; not used in Phase 1.
Planned Local property transaction records
To be confirmed (jurisdiction records or licensed MLS data)
UseLater phases: Northern Virginia and suburban Maryland price levels, where licensing allowsPlanned for later phases (Northern Virginia, suburban Maryland); source and licensing to be confirmed.
Planned
08Visuals
Charts
Phase 1 charts for Washington, DC, reproduced from the working paper with their source notes. Each chart connects reported observations only; no intermediate years are drawn. Spaces below are reserved for later phases.
Figure 2
How candidate sales matched to current assessment records
Candidate qualified DC sales dated 2015–2025, by match to the current CAMA residential and condominium tables.
Candidate qualified sales, 2015–202580,985
- Matched · residential houses
- 42,50052.5%
- Matched · condominiums
- 35,26843.5%
- Unmatched · excluded
- 3,2174%
View data table for How candidate sales matched to current assessment records
| Group | Sales | Share of total |
|---|---|---|
| Matched · residential houses | 42,500 | 52.5% |
| Matched · condominiums | 35,268 | 43.5% |
| Unmatched · excluded | 3,217 | 4% |
| Candidate qualified sales, 2015–2025 | 80,985 | 100% |
Figure 3
Real transaction prices, 2015 vs. 2024
Index, 2015 = 100, CPI-adjusted to 2024 dollars. Each line connects two observations; intermediate years are not shown.
Condominiums
Residential houses
- Median price
- Size basket
- Bedroom basket
View data table for Real transaction prices, 2015 vs. 2024
| Segment | Measure | 2015 | 2024 | Note |
|---|---|---|---|---|
| Condominiums | Median price | 100 | 84.6 | Median transaction price, −15.4% real |
| Condominiums | Size basket | 100 | 82.5 | 2015 coverage 98.8% |
| Condominiums | Bedroom basket | 100 | 81.7 | 2015 coverage 100% |
| Residential houses | Median price | 100 | 108.6 | Median transaction price, +8.6% real |
| Residential houses | Size basket | 100 | 105.5 | 2015 coverage 100% |
| Residential houses | Bedroom basket | 100 | 110.5 | 2015 coverage 100% |
Figure 4
Illustrative monthly mortgage payment, 2015 vs. 2025
Principal and interest on each segment's median-priced purchase, nominal dollars per month. Modeled examples, not actual household payments.
Condominium
Nominal median price: $443,750 (2015) · $470,000 (2025)
Residential house
Nominal median price: $685,000 (2015) · $990,000 (2025)
View data table for Illustrative monthly mortgage payment, 2015 vs. 2025
| Segment | 2015 | 2025 | Context |
|---|---|---|---|
| Condominium | $1,664 | ≈$2,400 | Nominal median price: $443,750 (2015) · $470,000 (2025) |
| Residential house | $2,569 | ≈$5,056 | Nominal median price: $685,000 (2015) · $990,000 (2025) |
09Audit trail
Dataset provenance
| Source | Vintage | Retrieved | Notes |
|---|---|---|---|
| DC CAMA sales, residential & condominium records (Open Data DC) | Current assessment snapshot | Not yet published | Phase 1. Sales dated 2015–2025; meaning of the qualified code being verified with DC OTR. |
| BLS Consumer Price Index (annual) | Annual 2015–2024 | Not yet published | Phase 1. Annual 2025 CPI incomplete in the extracted data. |
| Freddie Mac PMMS (annual average, 30-year fixed) | 2015 and 2025 | Not yet published | Phase 1 payment illustrations only. |
10Caveats
Known limitations
- Phase 1: Property type is assigned from the current DC CAMA assessment snapshot, not classifications at the time of each sale.
- Phase 1: Sales are candidate qualified; the meaning of the 'Q' qualified code is still being verified with the DC Office of Tax and Revenue, so sales are not proven arm's-length.
- Phase 1: Median transaction prices are not repeat-sales appreciation. Fixed-basket checks limit some composition effects but do not control for neighborhood, condition or renovations.
- Phase 1: Mortgage payments are modeled examples (20% down, 30-year fixed, annual average Freddie Mac rates) and exclude taxes, insurance, HOA fees, maintenance and closing costs.
- American Community Survey estimates carry sampling error, and standard 1-year estimates were not released for 2020.
- Freddie Mac PMMS reports national average rates; local borrowers may face different rates.
- Coverage and licensing of local transaction data vary by jurisdiction and may limit which places can be compared in later phases.
- This series focuses on purchase affordability. Renter costs may be covered in a later installment.
11Open research
Report & code
Full report (PDF)
Not yet hosted publicly while key definitions are verified with DC OTR. Available on request through Media & Contact.
Not yet availableCode repository
The Phase 1 reproducibility package is available on request through Media & Contact. No private data is published.
Not yet availableResearch Series 001 · In progress · Page updated Nov 2, 2026