Learn About Reliability Analysis and Factor Analysis in SPSS With Online Shopping Data (2006)

2019 ◽  
Author(s):  
Xiaoni Zhang ◽  
Shang Xiang
2021 ◽  
Vol 27 (5) ◽  
pp. 1086-1094
Author(s):  
Eun-Su An ◽  
Yong-Mi Jin

Research on the stress and loneliness felt by Hairdresser, their work immersion, and their effects on depression is as important as research on customer management and is essential for the efficient management of the beauty industry. Therefore, frequency analysis, factor analysis, reliability analysis, and regression analysis were conducted to find out the relationship between work immersion and depression of beauty workers, and a total of 295 copies were used.The results of the study are as follows.First, as loneliness increases, work immersion decreases. Second, as loneliness increases, depression increases. In order to reduce loneliness, personal time should be secured through free communication and troubleshooting through Sns and beauty communities, rest time, holidays and monthly leave guarantees, and if these improve, work immersion will increase and depression will decrease.It is expected that subsequent research will continue with various variables through age diversification and segmentation of majors in the future.


2021 ◽  
Vol 15 (3) ◽  
pp. 350-356
Author(s):  
Helena Štimac ◽  
Ivan Kelić ◽  
Karla Bilandžić

The behavior of e-customers is quite unpredictable, which raises additional questions about this topic. The purpose of the paper is to conduct research on e-customers, understand the impact of marketing actions on e-customer behavior and understand the unpredictability of e-customers. Research was conducted on the Mlinar web shop that sells cakes. 284 respondents/buyers had the opportunity to solve questionnaires about behavior after purchase and consumption of product. Different methods have been used in the analysis - descriptive statistics, multivariate analysis (reliability analysis, correlation analysis and linear regression) and analysis of variance (ANOVA). The results showed that most examinees were satisfied with online shopping on the Mlinar web shop and that they are impulsive when online shopping. Saving time is the main reason to buy on a web shop. Research proved that variables such as firm reputation/perceived value, e-satisfaction and online services positively affect the creation of e-loyalty in their users.


2003 ◽  
Vol 20 (2) ◽  
pp. 139-156 ◽  
Author(s):  
Ah Keng Kau ◽  
Yingchan E. Tang ◽  
Sanjoy Ghose

This article aims to examine the online buying behavior among a group of Internet users. Based on a sample of over 3,700 Internet users, this study explores their information‐seeking patterns as well as their motivations and concerns for online shopping. Factor analysis and cluster analysis were used to classify the respondents into six types of online shoppers. Coupled with their demographic information and actual buying behavior, it was possible to constitute a distinct profile for each of the segments. Discriminant analysis was also conducted to seek out the important attitudinal variables that differentiated the various clusters of online shoppers. The implications of such classification are also discussed.


2016 ◽  
Vol 12 (2) ◽  
pp. 17-30 ◽  
Author(s):  
Rex P. Bringula

This study aimed to determine the reasons why Filipinos were not engaged in online shopping. Toward this aim, 400 respondents answered a 23-item questionnaire. It was revealed that most of the respondents were male, single, and at least college graduates. They were employees, belonged to diverse economic backgrounds, had computer and Internet access at home, and owned ATM cards. The majority did not have a credit card. Exploratory factor analysis using varimax rotation revealed that there were four reasons why respondents were not engaged in online shopping. These reasons were availability of mall services (M), quality issues (Q), price concerns (P), and interest (I). Confirmatory factor analysis reduced the number of items of MQPI from 23 to 17 items. It was disclosed that the constructs were of good fit. Discriminant validity showed that all reasons were distinct from one another. Convergent validity of the constructs was also achieved. MQPI was able to capture 72% of the reasons why Filipinos were not engaged in online shopping. Implications and directions for future research that could be derived from this study were also presented.


1995 ◽  
Vol 23 (4) ◽  
pp. 327-334 ◽  
Author(s):  
Paul M.W. Hackett ◽  
Lionel D. Jacobson

The paper reports the development of a 17 item questionnaire to measure the approachability of family practice consultations. Approachability is selectively taken to be a function of the ability to make an appointment and as a perception of whether the family doctor is open and approachable. One hundred and six users of family practice services, were approached on an opportunity basis and completed the questionnaire. Factor analysis and reliability analysis demonstrated the instrument to be structured by three significant factors. The factors were labelled ‘the doctor’, ‘the consultation environment’ and ‘emotions’. The questionnaire is subject to further development to allow its wider use to gauge the effects of individual consultations on patients.


Author(s):  
Jae-Wook Hwang

The purpose of this study was to develop a measurement tool for the interaction between parents and coaches of middle and high school golfers, and to verify its validity. A total of 563 parents participated in the study. Based on the results of preliminary item production, item analysis, reliability analysis, exploratory factor analysis, identification factor analysis, job uniformity analysis, and potential mean comparison analysis, the initial 70 items were constructed according to the conceptualization of parent–coach interactions. The first and second item reduction processes and preliminary surveys were conducted through expert meetings to produce the final 40 items of parent–coach interactions. After eliminating 20 items through question analysis, reliability analysis, and exploratory factor analysis, the final three factors of parent–coach interaction were extracted, and the conformity index for the middle and high school golfers’ parent-to-coach interaction tool was checked. Then, to ensure the external validity of the developed parent–coach interaction measurement tool, a construct equivalence analysis was conducted to demonstrate that the tool can be applied equally to parents and coaches. In summary, the tools for measuring the interaction between the middle and high school golfers’ parents and coaches were developed in 20 questions, three factors for communication, qualification, and support, and it was confirmed that the developed measuring tools could all be applied equally through a latent mean analysis. Parents and coaches are key variables that can affect a player’s performance; thus parents and coaches’ interaction measuring tools can be provide positive information not only for golfers but also for players of various other sports.


Author(s):  
Thi Nham Le ◽  
Chia Nan Wang ◽  
Ying Fang Huang

<span lang="EN-US">Vietnam coffee industry has been well-known over the world for many decades. However, Vietnam products do not meet Taiwan customers’ expectation, it has lead to urgent challenges for the industry. Therefore, the paper proposed the integrated approach by using exploratory factor analysis, reliability analysis and regression analysis. The results of this study were used to <a name="OLE_LINK175"></a><a name="OLE_LINK174"></a>formulate and recommend on how to improve the products of Vietnam coffee by using SPSS statistics for analysis. The major findings of this paper was found out that there are six important determinants of Taiwanese decision-making in buying coffee. In order to enhance customer satisfaction with the coffee products from Vietnam, the companies need right strategies to improve these six groups of factors. The paper contributes meaningful and helpful results to the development of Vietnam coffee industry.</span>


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