Police are appealing for witnesses to the incident which happened in Freshbrook Road, Lancing on Monday at around 3.45pm.
The 86-year-old man was taken by air ambulance to the Royal London Hospital with a head injury where he remains in a critical condition.
Sergeant Alan Spicer said: “If you saw what happened please give us a call on 101 quoting Operation Lagonda.”