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6. Test of Hypotheses<br />

[Insert table 3 around here]<br />

We now briefly discuss the support for individual hypotheses. The results show a strong support for<br />

the set of hypotheses 1, which are related to the navigational characteristics of the Web site. Specifically,<br />

there is a positive and very significant relationship of navigational characteristics with surfers’<br />

involvement, exploratory behavior, involvement in purchase decisions, whereas it has a weakly positive<br />

link with attitude toward the Web site. However, hypothesis 1e, related to surfers’ purchase intentions, is<br />

not supported.<br />

Similarly we find a partial and weak support for the set of hypotheses 2. Hypotheses 2a and 2c do not<br />

show any link between structure of the Web site and surfers’ attitude and exploratory behavior towards it.<br />

However, the other hypotheses (H2b and 2d) show positive and very significant paths between structure<br />

of the Web site and shoppers’ involvement and pre-purchase intentions.<br />

The set of hypotheses 3 on the impact of atmospherics clues (information content effectiveness) on<br />

behavioral variables is mostly supported. H3a representing the effect of EFF on attitude is not supported.<br />

However, hypotheses 3b, 3c and 3e showed a significant effect of the EFF on INV, EXPB and PURI,<br />

while EFF (H3d) is significantly and positively related to surfers’ involvement in purchase decision when<br />

a one sided-test is used (t = 1.40, p < 0.1).<br />

We find that hypotheses 4a and 4b are supported with a positive and significant link between<br />

entertainment with the Web site and surfers’ attitudes (one-sided test: t = 1.89, p < 0.05) and involvement.<br />

Concerning informativeness of the Web site, hypothesis 5a showed significant but negative link of<br />

informativeness with shoppers’ attitude, whereas for H5b, informativeness has a positive and significant<br />

influence on exploratory behavior.<br />

For H6a, there is a positive and very significant path between surfers’ attitude and involvement in<br />

purchase decisions. For H6b, there is also a positive and significant path between attitude and purchase<br />

intentions when a one sided-test is used (t = 1.88, p < 0.05). This finding is consistent with expectations<br />

from prior research.<br />

The set of hypotheses 7 is partly supported. On one hand, there is no relationship between surfers’<br />

exploratory behavior and attitude, involvement and involvement in purchase decisions (7a, 7b and 7c). On<br />

the other hand, there is a negative and very significant link between exploratory behavior and purchase<br />

behavior (7d). This finding is interesting in the context of the hierarchy of the effects model.<br />

A curious result is found for the set of hypotheses 8 related to consumers’ involvement. Contrary to<br />

previous research, we found no relationship between involvement and involvement in purchase decisions<br />

(H8b), and involvement and purchase intentions (H8c), and a barely insignificant relationship between<br />

involvement and attitude (H8a) (the standardized estimate is high, but so is the standard error).<br />

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