Coimbra Living lab data dashboard
Living Lab
Coimbra
Shared Mobility Services
🔴 Push measures
Increased parking fees to discourage long-term car use and promote modal shift.
Reductions in available public parking to limit car access, especially in central zones.
Car-free or low-emission zones that prioritize pedestrians, cyclists, and shared mobility.
🟢 Pull measures
Centralized locations where multiple transport modes (e.g., bikes, buses, taxis) are integrated.
Unified or digital ticketing across services to simplify travel.
New infrastructure like bike lanes, "park & ride" stations to support non-car travel.
Access to shared vehicles (cars, bikes, e-scooters) on demand via apps or stations.
Launch of bike-sharing, scooter-sharing, or other new transport options.
Key Performance Indicators (KPIs)
Modal Split
Modal Split in vehicle kilometers
Before (2023)
Modal Split in passenger kilometers
Before (2023)
Modal Split in trips
Before (2023)
Policies
Balance of pull - push measures
planned measures
4.7x
Sep 2023implemented measures
3.1x
Sep 2023Level of completion of SUMP measures
33.30%
September 2023
Community Involvement
6.00
September 2023
Number of NSM integrated in the system
4.00
September 2023
Transport System - Time
Perceived door-to-door travel time ratio
taxi [off-peak]
0.8x
Sep 2023public transport [off-peak]
2.4x
Sep 2023bicycle [off - peak]
1.8x
Sep 2023taxi [peak]
0.7x
Sep 2023public transport [peak]
1.7x
Sep 2023bicycle [peak]
1.1x
Sep 2023Actual door-to-door travel time
ride-hailing and shuttle services only
0.8x
Sep 2023public Transport only
1.8x
Sep 2023public transport and micro-mobility
1.6x
Sep 2023public transport and ride-hailing or shuttle services
1.7x
Sep 2023Transport System - Safety/Comfort
Perceived safety diff
personal safety diff - taxi
-1.38
Sep 2023personal safety diff - public transport
-1.53
Sep 2023personal safety diff - bicycle
-1.41
Sep 2023traffic safety diff - taxi
-0.27
Sep 2023safety diff - public transport
0.05
Sep 2023safety diff - bicycle
-1.29
Sep 2023Intention level to use NSM
car-sharing
27.62%
Sep 2023micro-mobility
27.62%
Sep 2023ride-hailing
43.33%
Sep 2023User satisfaction
23.81%
September 2023
Transport System - Cost
Travel cost ratio
public transport #1
0.1x
Sep 2023micro-mobility #1
0.0x
Sep 2023micro-mobility #2
2.3x
Sep 2023ride-hailing and shuttle services #1
1.3x
Sep 2023ride-hailing and shuttle services #2
1.4x
Sep 2023Perceived affordability
14.19%
September 2023
Impact - Environment
Greenhouse emissions
0.66
September 2023