Housing Forecast Methodologies
10-Year Housing Production Target
The housing production target represents the total number of new housing units needed over a 10-year period to accommodate projected growth while addressing existing market imbalances. This comprehensive approach accounts for six distinct components of housing need.
Component 1: Net Household Growth
Formula:
Ngrowth = Ht+10 - Ht
where:
- Ht = current household count
- Ht+10 = projected household count in 10 years
Household growth is calculated from population forecasts (described in the Population Forecast methodology) using PUMS-derived population-to-household ratios by household type. This baseline demand represents new households formed through population growth, changes in household formation rates, and demographic shifts.
Data Sources:
- Population forecasts (ACS B01001, Leslie Matrix projections)
- PUMS household composition ratios
Component 2: Replacement Housing
Replacement housing accounts for units lost to demolition, disaster, or conversion to non-residential use. The annual replacement rate is calculated from historical patterns in ACS year-built data.
Formula:
Nreplacement = rreplacement × Hexisting × 10
where:
- rreplacement = annual replacement rate
- Hexisting = current housing stock
The replacement rate is estimated from ACS Table B25034 (Year Structure Built) by identifying the rate at which older housing stock exits the market based on cohort survival analysis.
Data Sources:
- ACS Table B25034: Year Structure Built (11 time period categories)
Component 3: Vacancy Adjustments
Vacancy adjustments ensure healthy market functioning by comparing current vacancy rates to minimum stability targets.
Target Vacancy Rates:
- Owner-occupied: 1.5%
- Renter-occupied: 7.4%
These targets are derived from historical market equilibrium analysis. Owner-occupied units require lower vacancy to enable normal market turnover for home sales. Rental units require higher vacancy to allow reasonable choice and mobility for renters.
Formula:
For owner-occupied units:
- If τowner,actual < τowner,target: Nvacancy,owner = Howner × (τowner,target - τowner,actual)
- Otherwise: Nvacancy,owner = 0
For renter-occupied units:
- If τrenter,actual < τrenter,target: Nvacancy,renter = Hrenter × (τrenter,target - τrenter,actual)
- Otherwise: Nvacancy,renter = 0
Nvacancy = Nvacancy,owner + Nvacancy,renter
where:
- τtarget = target vacancy rate (1.5% owner, 7.4% renter)
- τactual = current vacancy rate
- Howner, Hrenter = existing owner and renter housing stock
When current rates fall below these thresholds, additional units are needed to restore market fluidity.
Source: Belsky, E. S., Drew, R. B., & McCue, D. (2007)
Data Sources:
- ACS Table B25002: Occupancy Status
- ACS Table B25003: Tenure (Owner/Renter)
Component 4: Overcrowding Adjustments
Overcrowding is defined as more than 1.0 person per room. When local overcrowding rates exceed national averages, additional housing units are prescribed to provide adequate housing options.
Formula:
- If rlocal > rnational: Novercrowding = Hovercrowded - (Htotal × rnational)
- Otherwise: Novercrowding = 0
where:
- rlocal = local overcrowding rate
- rnational = national overcrowding rate (benchmark)
- Hovercrowded = households with >1.0 person per room
- Htotal = total households
Data Sources:
- ACS Tables: Household size and rooms in housing unit
- National overcrowding benchmarks from ACS national estimates
Component 5: Substandard Housing Adjustments
Substandard housing is defined as units lacking complete plumbing or kitchen facilities. Similar to overcrowding, when local rates exceed national norms, additional units are needed.
Formula:
- If slocal > snational: Nsubstandard = Hsubstandard - (Htotal × snational)
- Otherwise: Nsubstandard = 0
where:
- slocal = local substandard housing rate
- snational = national substandard rate (benchmark)
- Hsubstandard = units lacking complete facilities
Data Sources:
- ACS Tables: Complete plumbing facilities, complete kitchen facilities
- National benchmarks from ACS national estimates
Component 6: Total Production Target
The total production target sums all components:
Ntotal = Ngrowth + Nreplacement + Nvacancy + Novercrowding + Nsubstandard
This comprehensive metric addresses:
- Growth: New household formation
- Replacement: Maintaining existing stock
- Market Health: Adequate vacancy for market function
- Quality: Reducing overcrowding and substandard conditions