CHAPTER 4 RESEARCH ANALYSIS AND RESULTS
4.1 DESCRIPTIVE ANALYSIS
4.1.3 MEASUREMENT RESULTS OF RESEARCH VARIABLES
Table 4-3 provides descriptive statistics (means and standard deviations) of questionnaire items for the research variables. There are 27 items of e-service quality, 15 items of logistics service quality, 3 items of perceived sacrifice, 3 items of service value, 3 items of customer satisfaction, 5 items of switching costs, and 4 items of customer loyalty.
For the construct of e-service quality, respondents tend to perceive positive evaluations of the research items with most of mean scores over 4 in a five-Likert-type scale. In addition, the mean scores of the items of logistics service quality are over 4.19. These results show that the respondents have very positive evaluations of the research items.
For the construct of perceived sacrifice, respondents tend to have a high level of agreement on the measurement items with mean scores over 4.11 in a five-Likert-type scale. In addition, the mean score of the items of service value are over 4.16, and the results mean that the respondents have a high level of agreement on the measurement items. For the construct of customer satisfaction, the results indicate that the respondents are satisfied with the on-line bookstore they chose with mean scores of all 3 items greater than 4.23 in a five-Likert-type scale.
Furthermore, the mean scores of 5 items of switching costs vary from 3.22 to
switching to another on-line bookstore. Finally, for the construct of customer loyalty, respondents tend to evaluate the measurement items with favorable opinions with mean scores over 4.14 in a five-Likert-type scale.
Table 4.3 Descriptive Analysis of Research Variables
Items! Description! Mean! Std.
Dev.!
E-Service Quality!
ESQ1! I can find the books what I need by using search engine easily. 4.41 0.692 ESQ2! The site records all the books I have ever browsed, and it allows
me to browse them again conveniently. 4.22 0.808
ESQ3! The hyperlinks make it convenient to browse the books that
interest me. 4.25 0.739
ESQ4! The shopping procedure is easy to understand. 4.47 0.65 ESQ5! It enables me to complete a transaction quickly. 4.48 0.656
ESQ6! The site is simple to use. 4.45 0.677
ESQ7! There are special measures for protecting information about my
on-line transaction. 4.29 0.881
ESQ8! My personal information will not be stolen or disclosed. 4.14 1.064 ESQ9! Advertisements will not be mailed to me without my permission 4.15 0.882 ESQ10! The site has passed a security review and has the secure symbols. 4.34 0.756 ESQ11! The site is attractively designed and is visually pleasing. 4.17 0.767 ESQ12! The display of objectives and graphics is appealed. 4.14 0.783 ESQ13! The site can provide most of the covers of books, and it makes the
pages look more orderly. 4.22 0.794
ESQ14! The text and graphics are clear and easy to understand. 4.23 0.766 ESQ15! The information about books is accurate. 4.28 0.77 ESQ16! The site provides information about new books. 4.29 0.734 ESQ17! The site provides information about best-selling books. 4.29 0.727 ESQ18! The information about books is sufficient. 4.15 0.869 ESQ19! The site will send an e-mail or message to me to confirm my book
order. 4.47 0.713
ESQ20! I can follow the conditions of my orders. 4.47 0.686 ESQ21! The site provides complete illustrations for returning and changing
books. 4.34 0.773
ESQ22! The site loads its pages quickly. 4.11 0.887
ESQ23! It provides the functions for interaction. 3.94 0.908 ESQ24! It gives me numerous options of merchandise other than books. 4.09 0.864 ESQ25! It provides numerous premiums, like bonuses and e-coupon. 4.25 0.899 ESQ26! It gives me numerous options for payment. 4.42 0.723 ESQ27! It gives me numerous options for delivery. 4.44 0.726
Logistics Service Quality!
LSQ1! The e-map interface lets me choose a pick-up point conveniently. 4.41 0.747 LSQ2! It gives me numerous options to choose the pick-up point. 4.42 0.725 LSQ3! The information of convenience stores on the e-map is accurate. 4.42 0.722 LSQ4! After my books arrived at the convenience store, it will send a
message to remind me to pick up the books. 4.41 0.793
Items! Description! Mean! Std.
Dev.!
LSQ5! When I use an e-map, the information is processed quickly. 4.27 0.821 LSQ6! Time between ordering books and receiving books is short. 4.31 0.811
LSQ7! Books arrive on the date promised. 4.4 0.736
LSQ8! It reliably delivers my books to the convenience store I chose. 4.58 0.61 LSQ9! When I pick-up the books I ordered, the bar code information is
accurate and can be read. 4.53 0.628
LSQ10! Damage rarely occurs during transportation of my books. 4.42 0.752
LSQ11! The books I received are undamaged. 4.41 0.787
LSQ12! When I pick up, the convenience store staff can quickly find the
books I ordered. 4.33 0.784
LSQ13! When I pick up, the convenience store staff have good manners. 4.33 0.767 LSQ14! The convenience store staff have good manners even though they
are busy. 4.27 0.814
LSQ15! When there is a problem with delivery, the convenience store staff
can immediately tell me what to do. 4.19 0.88
Perceived Sacrifice
SAC1! I think the prices charged for ordering books from this on-line
bookstore are reasonable. 4.11 0.804
SAC2! I think ordering books in this on-line bookstore does not take much
time. 4.25 0.761
SAC3! I think ordering books in this on-line bookstore is easy. 4.38 0.69 Service Value!
VAL1! I think that the service provided by this on-line bookstore
compared to the price I had to pay is acceptable. 4.25 0.745 VAL2! I think that it is more worthwhile to use this on-line bookstore than
others. 4.16 0.77
VAL3! Compared to the price, I think the service provided by this on-line
bookstore is very valuable. 4.2 0.767
Customer Satisfaction!
SAT1! In general, the service from this on-line bookstore conformed to
my expectations. 4.27 0.715
SAT2! In general, I am satisfied with the service that this on-line
bookstore provided. 4.28 0.721
SAT3! Shopping on this on-line bookstore is a wise decision. 4.23 0.748 Switching Costs!
SC1! I am used to choosing the same on-line bookstore to order books. 4.14 0.88 SC2! I feel troublesome about some procedures for joining a new on-line
bookstore to order books. 3.75 1
SC3! If I choose another on-line bookstore, the pick-up place is not
convenient for me. 3.22 1.091
SC4! If I choose another on-line bookstore, I will lose some premiums. 3.88 0.983 SC5! If I choose another on-line bookstore, I need to spend some effort
to know the service well. 3.64 1.038
Items! Description! Mean! Std.
Dev.!
Customer Loyalty
LOY1! I will recommend this on-line bookstore to my friends. 4.27 0.76 LOY2! If I want to buy books, I will choose this on-line bookstore first. 4.35 0.734 LOY3! I am willing to do other business in this on-line bookstore. 4.14 0.812 LOY4! Compare to other on-line bookstores, I prefer this on-line
bookstore. 4.27 0.772