category purchase and choice decisions. We investigate three different policies:(1) stock-
outs are immediately visible and there are no replacement suggestions,(2) stock-outs are
only visible after purchase attempts and (3) stock-outs are immediately visible but a
replacement item is suggested. Results from an online grocery shopping experiment reveal
that the adopted stock-out policy has a significant impact on both decisions. Making stock …