Understanding consumer online shopping behaviour from the perspective of transaction costs


The Moderating Roles of Risk-Bearing Propensity and Perceived Enjoyment



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6.2.4 The Moderating Roles of Risk-Bearing Propensity and Perceived Enjoyment 
In the TCT literature (both online and offline), little research has studied the factors that 
moderate the effects of perceived TCs on their outcome variables. To address this gap, this 
study proposes that consumers’ risk-bearing propensity and consumers’ perceptions of the 
enjoyment of online shopping are the key moderators of the relationship between perceived 
TCs and online purchase behaviour/customer loyalty. Specifically, a consumer’s risk-bearing 
propensity moderates the effects of perceived TCs on his/her online purchase at an online 
store (H7a) as well as his/her loyalty towards an online store (H7b). Likewise, perceived 
enjoyment moderates the effects of perceived TCs on actual online purchase (H8a) and 
customer loyalty (H8b). 
The results provide support for the moderating effect of consumers’ risk-bearing propensity 
on the relationship between TCs and loyalty (H7b) and the moderating effect of perceived 
enjoyment on the relationship between TCs and online purchase behaviour (H8a). However, 
the results do not support the other two moderating hypotheses (H7a and H8b).
Specifically, the results of testing the moderating role of a consumer’s risk-bearing 
propensity on the relationship between TCs and online purchase behaviour (H7a) indicate 
that the TCs 

online purchase behaviour relationship was the same among either low risk-
bearing propensity or high risk-bearing propensity online shoppers although the relationship 
was significant in both groups ( p < .001). The results suggest that the relationship between 
TCs and online purchase behaviour is not affected by consumers’ risk-bearing propensity. 
This finding implies that regardless of whether a consumer is risk-taker or a risk-averse 
individual, low TCs associated with the transaction with an online store will lead the 


309
consumer to purchase from the online store. In other words, as long as the TCs perceived by 
the consumer are low enough, online buying will ensue. In this case, the risk-bearing 
propensity cannot affect the consumer’s online purchasing behaviour. 
For the moderating effect of consumers’ risk-bearing propensity on the relationship between 
TCs and loyalty (H7b), the results show that the TCs 

loyalty relationship is significant in 
both high- and low-risk-bearing groups with the relationship being significantly greater for 
the low-risk-bearing group (
β
= -0.53, p < .001) than for the high-risk-bearing group (
β
=
-0.47, p < .001). The more risk-averse an individual is, the less willing he/she is to bear 
uncertainties and risks posed by the online environments. In contrast, the more risk-taking an 
individual is, the more willing he/she is to bear the uncertainties and risks the online shopping 
poses. Thus, the finding indicates that risk-averse consumers are less likely to be loyal if they 
perceive high TCs of purchasing products from the online store. In contrast, risk-taking 
consumers are more likely to be loyal even if they perceive high TCs of purchasing goods 
from the online store.
One possible explanation would be that risk-averse consumers tend to keep away from risks 
and uncertainties in the online shopping environment when they sense high TCs which arise 
from the high levels of uncertainties and risks in the prior experience of online shopping that 
exceed their acceptance level. Then they would be more likely to look for alternative online 
vendors or simply abandon online shopping and purchase from the traditional stores. As such, 
they are not likely to stay loyal towards the online store from which they previously 
purchased goods. On the contrary, risk-takers may realize that there are certain costs and risks 
involved in online transactions, but still believe that they can handle these uncertainties 


310
themselves. Therefore, they would like to take the adventure and conduct the online 
transaction with the online store again and find more potential benefits for doing so.
The results of testing the moderating effect of perceived enjoyment of online shopping on the 
relationship between TCs and online purchase behaviour (H8a) indicate that the TCs 

online purchase behaviour relationship is significant in both high- and low-enjoyment groups 
with the relationship being significantly greater for the low-enjoyment group (
β
= -0.82, p < 
0.001) than for the high-enjoyment group (
β
= -0.65, p < 0.001). The finding suggests that 
consumers who perceive low enjoyment surrounding online shopping are less likely to 
purchase from an online store if they also face high TCs associated with the transaction with 
the online store. In contrast, consumers who perceive high enjoyment of online shopping are 
more likely to purchase from the online store even if high TCs exist. Previous studies 
(Koufaris 2002, Parboteeah
 et al.
2009, Domina
 et al.
2012) reveal that shopping enjoyment 
can strongly predict consumers’ purchase intention. One plausible explanation is that 
consumers oriented by the enjoyment of online shopping would be less concerned about 
uncertainties and risks in online transactions and would show higher possibility to purchase 
online.
For the moderating effect of perceived enjoyment on the relationship between TCs and 
loyalty (H8b), the results demonstrate that the TCs 

loyalty relationship is the same among 
either low-enjoyment perception or high-enjoyment perception of online buyers although the 
relationship is significant in both groups (p < 0.001). The results suggest that the relationship 
between TCs and loyalty is not affected by perceived enjoyment. This finding indicates that 
regardless of the degree of enjoyment of online shopping perceived by a consumer, low TCs 
perceived by the consumer during the transaction with an online store will make the 


311
consumer a repeated shopper. In other words, when perceived TCs are so low that consumer 
will patronize in future, the perception of enjoyment cannot affect consumers’ loyal 
behaviour. 

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