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Actually, more often than not I will not buy a grocery item if it's more costly than I expect. I think there are a few factors that cause me to behave this way:
1) I am rarely in a grocery store to buy groceries for that day (I have a large pantry and a large fridge).
2) I typically see the item for the price I expected within a couple days (generally at a different store).
3) When I come across an item for much less than I expect, I stock up (for example I picked up 40 liters of Pepsi a couple weeks ago and 30 lean pockets last week).
However, there are the rare occasions where I am stuck buying something because I need it right then, but that's atypical.
So, one experience of paying a higher price than you want might lead you to go somewhere else. But what if everywhere else had the same price or close to it? Then you might cut back expenditure on that one item.
For example, when soda isnt on sale at Giant it costs something like $4.40 cents for a 12 pack of Coke brand sodas. I believe the regular price at Wegmans is $3.(sale price $2.50 or so?) So yes, I'll definitely go to Wegmans(there's plenty of other reasons to go to Wegmans instead of Giant, but I'll just stick to this one example). But if Wegman's, Safeway, Food Lion, etc all bumped their price up to $4 I don't think I'd buy 12 packs of Fresca anymore. I'd either switch to water or look for a substitute good. My demand is probably relatively inelastic at a given store, but has relatively high elasticity in the aggregate.
I like having Wegmans/Whole Foods/Trader Joes/Giant to choose from. It's the people in those "red states" who say that Super Wal Mart is the only place they can buy groceries that really has me scratching my head.
Introspection of this sort can help one understand statistics, cause and effect, etc, much better than just seeing raw data, imo
Actually my price-cut offs for items are reasonably low.
For lettuce, it is $1 per head. Once lettuce goes above $1 we don't have any until it's back in season again.
For carrots it's $2/kg. I like carrots more than lettuce and they last longer if you forget to do anything with them for a few days.