More Housing & Less Parking near MBTA Stations

Quantify how much money & land a right-sized parking plan unlocks for housing — Boston & all 177 MBTA Communities

Map layers
Subway / Light rail Commuter rail Bus Ferry Bluebikes 3A district Boston zoning Parcel

About RightSize

This tool is an MVP screening model for Boston and all 177 MBTA Communities in Massachusetts — built on top of state and city open data so any developer, planner, or policy professional can estimate the construction-cost and land savings of right-sizing parking on a real parcel. It extends the framing of David Reed's blog post How To Build More Housing with Less Parking into something interactive, and borrows the location-efficiency framework from TransForm's GreenTRIP Connect.

What it estimates

  • Predicted parking demand vs. the municipal requirement
  • Construction-cost savings (≈ $65K per structured space, Boston midpoint)
  • Square footage freed for additional housing, open space, or amenities
  • Vehicle Miles Traveled (VMT) per household per day and daily CO₂ emissions

The intended use case: help a development team or municipal staffer decide how far below the local parking baseline a project can right-size, and quantify what that unlocks — fewer sunk costs in structured parking, more capital available for units, and more land left for housing rather than asphalt.

Three scenarios

  1. Regional baseline. A "typical" MA suburban location: 28.5 VMT/HH/day (MAPC Vehicle Census + NHTS Northeast). Parking baseline = 1.6 spaces/unit.
  2. At this location. Adjusted by a transit access tier based on the closest MBTA stop (subway, light rail, commuter rail, or bus). Each tier maps to a fixed parking-demand reduction and VMT reduction drawn from CAPCOA T-3, MAPC Perfect Fit Parking IV, and Boston Article 80 PTDM guidance. Sites in downtown Boston get a small additional bump.
  3. With TDM strategies. Layered Vehicle Trip Reduction (VTR) ranges from the FHWA TDM rubric, the VTPI TDM Encyclopedia, and other peer-reviewed sources — see the full TDM evidence base. Total VTR is capped at 50% per FHWA / CAPCOA guidance.

Right-sizing parking

The right-sized parking ratio is the outcome — not an input. It starts from the municipal requirement (zoning code or local parking policy, auto-filled per jurisdiction) and is reduced by:

rightsized_ratio  = muni_req × (1 − location_reduction) × (1 − tdm_VTR)

location_reduction = transit_tier_parking_red + 0.05·downtown_flag
tdm_VTR            = min(0.50, Σ selected strategies' midpoint VTR)
spaces_avoided     = (muni_req − rightsized_ratio) × units
costs_saved        = spaces_avoided × $65,000                (Boston structured midpoint)
sqft_freed         = spaces_avoided × 330 sf                 (structured space incl. drive aisle)
additional_units   = floor(sqft_freed × 0.85 / 950 gsf)      (net-to-gross × gross sf/unit)

A strong location plus a credible TDM package determines how far below the municipal baseline a project can right-size. Every space avoided is roughly $65,000 in construction cost and ~330 sq ft of floor area that can be converted to more housing on the same footprint — typically ~1 additional unit for every ~3.4 spaces removed at 950 gsf/unit (MAPC Perfect Fit IV; ULI residential floorplate norms).

Transit access tiers

Tier is determined by the closest qualifying MBTA stop within ½ mile. Rapid transit = subway or light rail. Frequent bus = ≥ 6 peak trips/hour (≤10-minute headway). Reductions apply before TDM strategies.

TierConditionParking red.VMT red.
0Limited transit (nothing qualifying within ½ mi)0%0%
1Bus or commuter rail ≤ ½ mi10%5%
2Frequent bus ≤ ¼ mi or commuter rail ≤ ¼ mi20%12%
3Rapid transit ≤ ½ mi35%22%
4Rapid transit ≤ ¼ mi50%30%

Downtown Boston adds +5% parking and +3% VMT. Income / affordability mix and TDM strategies stack on top.

From tier to outputs

location_vmt        = baseline_vmt × (1 − tier_vmt_red − 0.03·downtown) × income_mult
strategy_vmt        = location_vmt × (1 − tdm_VTR)
ghg_kg_per_day      = vmt × 0.378
rightsized_parking  = muni_req × (1 − tier_parking_red − 0.05·downtown) × (1 − tdm_VTR)

Municipal requirement is auto-filled from the parcel's jurisdiction (Boston, Cambridge, Somerville, and other MBTA Communities have their own local parking policies). You can override the slider.

Data & methodology sources

TDM effectiveness ranges, parking-demand evidence, geospatial layers, and emission factors.

What this is and isn't

This is an MVP screening tool — designed to support conversations with developers, municipalities, and community advocates about right-sizing parking and prioritizing transit-served sites. It is not a substitute for a project-specific traffic study, MEPA filing, or Article 80 / TAPA transportation review.

TDM evidence base

Each strategy in step 3 carries a Vehicle Trip Reduction (VTR) range drawn from peer-reviewed and federal-agency literature on residential TDM. This tool applies the midpoint of each range and then caps the total at 50% per CAPCOA bundle guidance — no residential development can credibly claim more than a 50% reduction from voluntary strategies.

Category ranges & sources

CategoryPer-strategy VTR (range)CapPrimary sources
Active transportation
Bike room, e-mobility, bikeshare subsidy, programming, Pedal & Park
1–15% / strategy 30% FHWA TDM Rubric; VTPI — Bicycle & Pedestrian Improvements; CAPCOA T-21
Public & private transit
MBTA pass subsidy, TMA / shuttle, real-time info
1–15% / strategy 25% FHWA TDM Rubric; VTPI — Transit Encouragement; TCRP 95 (Ch. 13)
Car-share & ride-hail
EV car-share on-site, dedicated ride-hail zone
5–10% / strategy 18% Martin & Shaheen — Carsharing Impacts; VTPI — Carsharing; CAPCOA T-15
Parking pricing & supply
Unbundled parking, shared parking, parking cash-out
3–20% / strategy 22% Shoup — The High Cost of Free Parking; ITE Shared Parking (3rd ed.); MAPC Perfect Fit Parking; Parking Cash-Out (Shoup, 1997)
Bundle total 50% CAPCOA bundle cap; FHWA "high transit" upper bound

Why categories are capped

Strategies overlap in the residents they serve — a household with a bike room + transit pass + car-share membership doesn't drive 3× less than one with just the bike room. Per-category caps prevent double-counting within a mode, and the 50% bundle cap mirrors what the empirical literature (FHWA, CAPCOA, MAPC) supports as a credible upper bound for a single development's voluntary measures.

Boston-specific evidence

MAPC's Perfect Fit Parking studies (Phases I–IV, 2017–2023) found that residential off-street parking in Metro Boston is overbuilt by ~30% at peak demand, with parking supply, transit-accessible jobs, and affordability share as the three strongest predictors of demand. The Phase 4 study reported average supply of 1.45 spaces/unit against average demand of 0.92 — a gap of ~$33,000 per unit in unused structured parking. This tool's parking-demand formula is calibrated against those findings.

Project report

Pick a parcel first to generate a report.