An application of the double hurdle model to petrol and diesel household expenditures in Ireland

•Petrol and diesel expenditures are strongly influenced by income and location.•Petrol is a necessity purchase while diesel is a luxury purchase.•The double hurdle model provides new insights into petrol and diesel purchasing behaviour.•Income changes affect diesel participation to a greater extent than petrol participation.•Tax policy could be redesig