I did a physics degree and am comfortable with Joules, but in the context of electricity bills, kWh makes more sense.

All appliances are advertised in terms of their Watt power draw, so estimating their daily impact on my bill is as simple as multiplying their kW draw by the number of hours in a day I expect to run the thing (multiplied by the cost per kWh by the utility company of course).