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Reliability analysis

Reliability analysis

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Young consumers spend most of their time online in comparison to the working adults due to their great potential of buying power as well finding that online shopping is more convenient. The objective of this study is to investigate factors determining online purchase intention among the university students whereby variables such as attitude, subjec...

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Context 1
... shown in Table 1, all measurements resulted in high reliabilities with Cronbach's Alpha ranging from 0.846 to 0.961. The figures have fulfilled the acceptable value of > 0.70 as suggested by Lehman (2005);Nunnaly (1978);and Wells and Wollack (2003). ...
Context 2
... items that had been deleted since all items in the questionnaires were Vol.18, 2015 scored > 0.80. Since the value for online shopping behavior was 0.961 and the highest among other variables as shown in Table 1, it was considered as the best indicators among other variables while subjective norm context with Cronbach's Alpha value of 0.846 somehow indicated that some of the items were rather fluctuate and being inconsistent along the measures since it was adapted from four different authors (Ajzen 2006; Limayem et al., 2000;Shih and Fang, 2004;Taylor and Todd, 1995). ...

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... The impact of social media engagement by food and beverage brands on Generation Z has been extensively examined globally, with particular emphasis on its ability to cultivate a sense of community, enhance brand awareness and significantly influence consumer preferences. Empirical evidence indicates that consumer behaviour is a mediating factor between technological fluency and the persistence of purchase intention (Jin et al., 2015). Members of Generation Z are notably diligent in gathering information before making purchase decisions, and their exposure to online advertising frequently prompts them to seek out products through digital channels. ...
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... Several studies have confirmed that purchase intention can play a mediating role in the relationship between exogenous and endogenous variables such as subjective norms (L.Y. Jin, 2025), purchasing behavior and lifestyle (S. Smith, 2010). ...
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... However, a number of studies found the relationship between attitude and purchase intention inconsistent. Contrastingly, it was found that attitude does not directly impact purchase intention and that there is no positive or significant relationship found between the attitude, specifically cognitive attitude, and purchase intention [15][16][17][18]. On the other hand, purchase intention is defined as "a person's desire to make a purchase on a product or service in future and is considered as one of the components of behavior characteristic in consumption attitude." ...
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... Studies conducted on online shopping show positive and significant effect of attitude on shopping behaviour (Yang, Lester & James, 2007;Barchi, Belenger& Hicks, 2008;Amoroso &Hunsinger, 2009;Jamil, 2012;Gangwal&Bassa, 2016;Hadi, Lotfabadi, Kouchakzadeh, &Faraji, 2017;Redda, 2019). Be that as it may, Al-Jabari (2013) and Lim, Osman, AbdulManaf, &Abdullah (2015) found out that attitude has no effect on online shopping in their study. Based on the review, this study will examine attitude of staff of University of Maiduguri and determine if indeed it is a determinant factor of their online shopping behaviour. ...
... However, laohapensang (2009) found an insignificant effect of attitude on online shopping intention. Mat Nikand Sentosa (2008) and Al-Jabari (2013) found in their studies that intention did not mediate the relationship between attitude and online shopping behaviour, on the contrary, Lim et al., (2015) report full mediation of intention on the relationship between attitude and online shopping behaviour. ...
... Attitude was found to have no influence on online shopping behaviour and purchase intention which is in line with the findings of Al-Jabari (2013) and Lim et al. (2015) in their separate studies where they found no effect of attitude on both intention and actual online shopping. On the other hand, quite a number of studies reveal significant effect of attitude on online shopping behaviour (Yang et al., 2007;Barchiet al., 2008;Amoroso & Hunsinger, 2009;Jamil, 2012;Gangwa l& Bansal, 2016;Hadi et al., 2017;Redda, 2019). ...
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... Redda, (2019), Rameez and Kalathunga (2019), Giampietria, Verneaub, Giudicec, Carforad and Fincoa (2018) all found positive significant influence of attitude on purchase intention. Contrastingly, Al-Jabari (2013), Lim, Osman, AbdulManaf, &Abdullah (2015) and Trisna and Sefnedi (2018) found out that attitude has no influence on online purchase intention in their studies. To resolve these inconsistencies and bridge the theoretical gap, there is an apparent need for further research to provide a clearer understanding of how the predictor variable affects the outcome and what governs the relationship, hence, the need to introduce a mediator variable, which may provide a premise for understanding the phenomena. ...
... Studies conducted on online purchase intention show positive and significant influence of attitude on online purchase intention (Redda, Yakasai & Jusoh, 2015). Be that as it may, Limbu et al. (2012), Al-Jabari (2013), Lim et al. (2015), Trisna and Sefnedi (2018) found out that attitude has no influence on online purchase intention in their studies. Based on the review, this study examined the attitude of staff of University of Maiduguri and determine if indeed it is a determinant factor of their online purchase intention. ...
... Attitude was found to have no influence on online purchase intention which is in line with the findings of Limbu et al., (2012), Al-Jabari (2013), Lim et al. (2015), Trisna and Sefnedi (2018) in their separate studies where they found no effect of attitude on both intention and actual online shopping. Generally, attitude is believed to be one of the factors that lead to adopting behaviour implying that consumer attitudes influence their purchase decisions. ...
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Online purchase intention is driven by motives, therefore it is vital for marketers to study and understand them so that they can adopt marketing strategies that will ultimately lead to increased sales. Studies on antecedents of online purchase intention have been conducted with varying results that are inconsistent; indeed, an obvious need exists to provide clearer understanding. Consequently, based upon the rationale for the study, the mediating effect of trust on the influence of attitude on purchase intention was examined. The theoretical concept developed was empirically tested through a survey of 280 female students of university of Maiduguri that were selected using purposive sampling, while PLS-SEM was used for data analysis and hypotheses testing. The results reveal that trust acts as a full mediator on the influence of attitude and purchase intention and recommends online marketers to enhance trust towards online vendors/companies by building and maintaining positive image.
... Hasbullah et al. (2016) stated that subjective norm influences the buying online behavior. However, the trust was rejected in this study which contrary to the previous study which shows a significant influence towards the purchase intention as stated in (Jin et al., 2015b). ...
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p> Facing the fierce completion in online shopping in Indonesia, this study aims to find out the drivers to increase online shopping behavior through purchase intention, attitude, subjective norms, perceived behavior control, perceived enjoyment, and trust. This study applied a quantitative approach with a survey as the method and gathered 373 samples in Greater Jakarta as the place of study. Looking at the complexity of the relationship, the data were analyzed using structural model. This study reveals that to increase the purchase intention of customers companies must consider perceived enjoyment, along with attitude, subjective norm, and perceived behavioral control. In addition, the purchase intention is the best driver to increase the shopping behavior through online among customers. However, trust was rejected in this study. This study also provides implications for managers and future directions based on the limitations of this study. </p