This could be John in 1851 and 1871, I couldn't locate the family in 1861 I'm afraid

HO107/2259/683/17
55 High Street Blackburn
John Armstead head age 54 shoe maker
Jane wife age 52
Alice dau age 30 boot binder
All born Blackburn
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1871 RG10/4183/34/15
Richard Winkley head age 41 greengrocer born Bailey
Ann wife age 26 born Singleton
John son age 18 warehouse man born Blackburn
Joseph son age 8 born Blackburn
Mary dau age 8 born Blackburn
William Henry son age 6 born Blackburn
John Armstead boarder wid age 74 shoemaker born Blackburn