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used, and the respondents were all concentrated in one geographical area. Additionally, we<br />

obtained a small sample size of online shoppers. Scale refinement will greatly benefit from a<br />

national sample with equally large numbers of in-store and online shoppers.<br />

As mentioned above, future research should aim to establish discriminant validity of the<br />

convenience scales. Additional comparisons of in-store and online shoppers are also warranted.<br />

Future studies should investigate the time and effort expenditures for these two groups as well as<br />

examine possible antecedents to convenience-seeking behaviors. Constructs such as time pressure<br />

and shopping orientation may lead consumers to seek different types of convenience. Retailers<br />

would greatly benefit from such an understanding of their customers’ needs and motivations.<br />

43

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