Police said the accident happened on the southbound carriageway of the A899, close to the Deer Park roundabout near Livingston.
The 74-year-old was hit by a blue BMW at around 5.50pm and was pronounced dead at the scene. The driver was uninjured.
Police are appealing for witnesses.