Chipchase was born in Hebburn in the north of England. He rose to prominence at national level as a junior in 1969 when he won the English Schools Championships, AAA Junior Championships and the British Schools International Match. He retained all of those titles for following year. His international championship debut came at the 1970 European Athletics Junior Championships, where he placed eighth with a mark of .