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
- Regional baseline. A "typical" MA suburban location: 28.5 VMT/HH/day (MAPC Vehicle Census + NHTS Northeast). Parking baseline = 1.6 spaces/unit.
- 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.
- 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.
| Tier | Condition | Parking red. | VMT red. |
| 0 | Limited transit (nothing qualifying within ½ mi) | 0% | 0% |
| 1 | Bus or commuter rail ≤ ½ mi | 10% | 5% |
| 2 | Frequent bus ≤ ¼ mi or commuter rail ≤ ¼ mi | 20% | 12% |
| 3 | Rapid transit ≤ ½ mi | 35% | 22% |
| 4 | Rapid transit ≤ ¼ mi | 50% | 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.
- FHWA — Integrating Demand Management into the Planning Process (FHWA-HOP-12-035) — the canonical TDM effectiveness rubric used to set per-strategy VTR ranges
- Victoria Transport Policy Institute — TDM Encyclopedia — peer-reviewed strategy summaries, including parking management, parking pricing, and unbundling
- CAPCOA — Handbook for Analyzing GHG Emission Reductions (2021) — category-level and bundle caps; the 50% total-VTR ceiling
- MAPC — Perfect Fit Parking (Phases I–IV) — Metro Boston residential parking demand by transit access & affordability share; ~30% of off-street spaces sit vacant at peak demand
- Shoup — The High Cost of Free Parking & Parking Cash-Out: Eight Case Studies — parking pricing, cash-out, unbundling
- Martin & Shaheen — Impacts of Carsharing on Household Vehicle Holdings — each car-share vehicle replaces 9–13 private vehicles
- ITE — Shared Parking, 3rd Edition — mixed-use shared-parking demand overlap
- MBTA Communities Law (G.L. c. 40A §3A) — parking caps in compliance districts: 1.0 (≤1BR) / 1.5 (2BR) / 2.0 (3+BR)
- MBTA GTFS — schedule + stops (rapid transit, commuter rail, bus, ferry)
- Bluebikes GBFS — 600+ station network
- MassGIS — MBTA Communities (3A) District Atlas — compliant zoning districts statewide
- MassGIS — Level 3 Property Tax Parcels — statewide assessor parcels, fetched live on click
- Analyze Boston — Zoning Subdistricts — BPDA Article-by-Article subdistrict polygons
- City of Boston — Bicycle Level of Traffic Stress (BLTS) — 19,623 segments scored 1–4 (city only)
- MAPC — Massachusetts Vehicle Census — baseline VMT
- HUD FY2025 Income Limits — Boston-Cambridge-Quincy MSA AMI tiers
- EPA 2024 LDV GHG inventory — 378 g CO₂e/mile
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.