OT
OKEN Transit Research Lab
Observed Operations — GTFS-Realtime Vehicle Positions

Springfield State Street / Boston Road Corridor · Full Day · INBOUND

Pioneer Valley Transit Authority (PVTA) · 2026-09-12 · 07:00–19:00 · control point Big Y - Wilbraham

Scheduled trips

34

Observed passages

31

Observation coverage

91.2%

Research status

RESEARCH-GRADE OBSERVED ANALYSIS

Scheduled service versus observed operations

Consecutive headway (min)Scheduled Service — Static GTFSObserved Operations — GTFS-Realtime
Intervals3330
Mean21.6722.64
Median20.0020.88
Minimum15.006.50
Maximum45.0060.15
SD7.6510.06
CV0.3530.444

Observed intervals are measured between consecutive confirmed passages at the approved control point. 6 passages were directly observed and 25 were reconstructed from bracketing vehicle positions, so individual interval values carry a passage-timing uncertainty of roughly one minute. Unresolved scheduled trips are never counted as missed service.

Observed control-point passages

RouteScheduledObservedObserved headwayScheduled headwayMethod
B707:0007:02——INTERPOLATED — TERMINAL TRIP HANDOVER
B707:5508:0260.1515.00INTERPOLATED — TERMINAL TRIP HANDOVER
B708:4008:4340.9840.00INTERPOLATED — TERMINAL TRIP HANDOVER
B709:1009:1027.7345.00INTERPOLATED — TERMINAL TRIP HANDOVER
B709:3509:3726.7330.00INTERPOLATED — TERMINAL TRIP HANDOVER
B709:5009:5315.7225.00INTERPOLATED — TERMINAL TRIP HANDOVER
B710:1510:1622.9815.00INTERPOLATED — TERMINAL TRIP HANDOVER
B710:3010:2812.5825.00INTERPOLATED — TERMINAL TRIP HANDOVER
B711:0511:0638.0715.00INTERPOLATED — TERMINAL TRIP HANDOVER
B711:2011:2215.9735.00INTERPOLATED — TERMINAL TRIP HANDOVER
B711:4511:4421.6215.00DIRECT OBSERVATION
B712:0012:0621.4725.00INTERPOLATED — TERMINAL TRIP HANDOVER
B712:2512:2620.3315.00DIRECT OBSERVATION
B712:4012:4115.0725.00INTERPOLATED — TERMINAL TRIP HANDOVER
B713:0513:0524.4815.00INTERPOLATED — TERMINAL TRIP HANDOVER
B713:2013:3024.1525.00INTERPOLATED — TERMINAL TRIP HANDOVER
B713:4513:4818.7815.00INTERPOLATED — TERMINAL TRIP HANDOVER
B714:0014:0920.2725.00INTERPOLATED — TERMINAL TRIP HANDOVER
B714:2514:2718.1315.00INTERPOLATED — TERMINAL TRIP HANDOVER
B714:4014:4215.7725.00INTERPOLATED — TERMINAL TRIP HANDOVER
B715:0515:0724.0215.00INTERPOLATED — TERMINAL TRIP HANDOVER
B715:2015:2518.9225.00INTERPOLATED — TERMINAL TRIP HANDOVER
B715:4515:4721.4315.00DIRECT OBSERVATION
B716:0016:1326.5825.00INTERPOLATED — TERMINAL TRIP HANDOVER
B716:2516:206.5015.00DIRECT OBSERVATION
B716:4016:3616.3825.00DIRECT OBSERVATION
B717:0517:0629.4715.00INTERPOLATED — TERMINAL TRIP HANDOVER
B717:2017:2316.7325.00INTERPOLATED — TERMINAL TRIP HANDOVER
B717:4517:5431.2815.00DIRECT OBSERVATION
B718:0018:0612.6325.00INTERPOLATED — TERMINAL TRIP HANDOVER
B718:2018:2114.2715.00INTERPOLATED — TERMINAL TRIP HANDOVER

31 of the 34 scheduled trips at this control point were confirmed. 3 scheduled trips could not be resolved because no qualifying realtime position records were available. These unresolved trips represent data-coverage limitations and must not be interpreted as missed service without additional AVL, GTFS Trip Updates, dispatch, or vehicle-log evidence.

Observed Operations — GTFS-Realtime Vehicle Positions · engine observed-headway-1.1 · Observed coverage: 91.2%. Results are suitable for preliminary operational analysis but not for definitive missed-trip reporting.

Back to Lab Briefings