scholarly journals AI Technology and Online Purchase Intention:Multi-Group Analysis Based On Perceived Value

Author(s):  
Jiwang Yin ◽  
Xiaodong Qiu

(1) Background: AI technology has been deeply applied to online shopping platform to provide more accurate and personalized services for consumers. It is of great significance to study the different functional experience of AI for consumers to improve the current application status of AI technology.(2)Method: Based on the "S-O-R" model, this study divided the AI technology expe-rienced by the consumers of online shopping platform into accuracy, insight and interaction experience. Takes the perceived value as the mediating variable from the prospect of perceived utility value and perceived hedonic value. This article use empirical research method to analyze the effect of three dimensions of online shopping AI experience to research the internal influence mechanism of consumers purchase intention. (3) Results:① The accuracy, insight and interaction experience of AI marketing technology have a significant positive impact on consumers' per-ceived utility value and hedonic value respectively; ②Both of the perceived utility value and perceived hedonic value obtained by AI technology experience can promote the formation of consumers' purchase intention; ③ The perceived hedonic value was better than perceived utility value to promote the consumers' purchase intention; ④The results of multi group analysis show that some younger and less experiences consumers groups prefer the pleasure experience such as shopping desire stimulation, shopping process relaxation and pleasure that AI marketing brought. However, utilitarian value cannot promote this kind of consumers' purchase intention. (4) Con-clusions: Perceived utility value and perceived hedonic value can be the intermediary between AI technology and consumers' purchase intention.

2021 ◽  
Vol 13 (10) ◽  
pp. 5671
Author(s):  
Jiwang Yin ◽  
Xiaodong Qiu

(1) Background: AI technology has been deeply applied to online shopping platforms to provide more accurate and personalized services for consumers. It is of great significance to study the different functional experiences of AI for consumers to improve the current application status of AI technology. (2) Method: Based on the “SOR” model, this study divides the AI technology experienced by the consumers of online shopping platforms into three dimensions: accuracy, insight, and interaction experience. The perceived value is taken as the mediating variable from the prospect of perceived utility value and perceived hedonic value. This article uses empirical research methods to analyze the effect of the three dimensions of online shopping AI experience to research the internal influence mechanism of consumers’ purchase intention. (3) Results: 1. The accuracy, insight, and interaction experience of AI marketing technology each have a significant positive impact on consumers’ perceived utility value and hedonic value; 2. Both the perceived utility value and perceived hedonic value obtained by an AI technology experience can promote the formation of consumers’ purchase intention; 3. The perceived hedonic value was better than perceived utility value at promoting the consumers’ purchase intention.


2022 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Doddahulugappa Goutam ◽  
Shirshendu Ganguli ◽  
B.V. Gopalakrishna

PurposeThis paper aims to explore impact of technology readiness (TR) on e-service quality (ESQ) and effect of ESQ and TR on purchase intention (PI) and behavioral loyalty (BL) in the context of online shopping.Design/methodology/approachWith the help of the existing literature, the authors propose a conceptual model. Questionnaire was designed to collect data, and analysis has been done using a final sample of 341 respondents.FindingsThe results show how TR has a significant impact on ESQ, PI and BL. Outcomes also highlight that only three dimensions of ESQ have a positive impact on both PI and BL. System availability dimension of ESQ impacts neither PI nor BL. Therefore, TR and ESQ together play a vital role as enablers in influencing BL and PI in online shopping context.Practical implicationsThe study results will serve as a guide to business-to-consumer e-commerce players and help them to determine how TR and ESQ dimensions will help them to build BL and PI for online shopping.Originality/valueThis is one of the first studies that takes into consideration both TR and ESQ and check how they impact PI and BL. Also, in the Indian context, it is an under-researched area and tries to fulfill this gap.


2014 ◽  
Vol 11 (04) ◽  
pp. 1450026 ◽  
Author(s):  
Shwu-Ing Wu ◽  
Li-Pang Ho

As the number of mobile phone users has increased steadily in recent years, mobile phone manufacturers continuously compete to be the first to introduce innovative products to the market in the hope of gaining a larger market share. Currently, the innovation product has become the target of competition in the mobile phone industry. Thus, this study uses 3G mobile phone as an example, through literature review and empirical research to examine whether perceived innovation and brand awareness have a significant impact on the perceived quality, perceived value, and purchase intention toward innovation products. An analysis of 595 effective questionnaires produced five main findings: (i) consumer-perceived innovation has significant and positive impact on the perceived quality and purchase intention; (ii) brand awareness has significant and positive impact on the consumer-perceived quality; (iii) perceived quality has significant and positive impact on perceived value; (iv) consumer-perceived value has significant and positive impact on purchase intention; however, (v) consumer-perceived quality has significant and negative impact on purchase intention. Moreover, this study evidences that consumer-perceived innovation has higher effect on purchase intention than brand awareness. These results can provide useful information to mobile phone industry to carry out innovation planning and marketing strategy.


2016 ◽  
Vol 26 (5) ◽  
pp. 1228-1248 ◽  
Author(s):  
Jin-Feng Wu ◽  
Ya Ping Chang

Purpose The purpose of this paper is to understand the role of multichannel integration quality in enhancing online perceived value and online purchase intention via the online store operated by a land-based retailer. Design/methodology/approach This paper develops a research model based on the “quality-value-purchase” chain, with four dimensions of multichannel integration quality as antecedents and three dimensions of online perceived value as mediators of online purchase intention. Empirical data were collected from 390 multichannel shoppers and structured equation modeling was used to test the research hypotheses. Findings Among the four multichannel integration quality dimensions, transparency of service configuration, process consistency and business ties positively affect online purchase intention through online perceived value, whereas the effects of information consistency are not significant; process consistency exerts a stronger influence on online perceived value than business ties; the effect of online convenience on online purchase intention is weaker than that of online monetary savings and online hedonic value. Research limitations/implications The study identifies the theoretical principles of the relationships among multichannel integration quality, online perceived value and online perceived value in multichannel context. Based on these theoretical principles, this study will help researchers to better understand consumers’ online purchase intention and the creation of online perceived value in the integrated multichannel context. Practical implications The findings of this study can provide retailers with useful strategies to increase online purchase intention depending on improvement of multichannel integration quality and online perceived value. Originality/value This study provides a first study to empirically assess various types of online perceived value attached to multidimensional properties of multichannel integration quality and the corresponding effects on online purchase intention. Overall, the results offer insights of how land-based retailers could manage their online performance by integrating multiple channels and improving online perceived value.


Author(s):  
Carolina Heriyanto ◽  
Adrie Oktavio ◽  
Thomas Stefanus Kaihatu

Abstrak - Penelitian ini dibuat dengan tujuan untuk mengetahui peran dari scarcity marketing dan perceived value terhadap purchase intention pada pengguna Traveloka. Scarcity marketing dalam penelitian ini berperan sebagai variabel bebas yang dibagi menjadi 2 jenis yaitu limited-time scarcity (X1) dan limited-quantity scarcity (X2). Variabel perceived value (Y1) berperan sebagai variabel mediasi dan purchase intention (Y2) sebagai variabel terikat. Penelitian ini menggunakan metode penelitian kuantitatif dengan menyebarkan kuesioner kepada 100 orang pengguna Traveloka dengan kriteria pernah melihat promo Traveloka dengan scarcity marketing dan telah melakukan transaksi minimal 2x dalam 2 tahun terakhir sebagai teknik pengumpulan data. Teknik analisis data yang digunakan yaitu Structural Equation Modelling - Partial Least Square (SEM-PLS). Selanjutnya, berdasarkan hasil pengujian melalui software SmartPLS, didapatkan hasil bahwa limited-quantity scarcity berpengaruh signifikan positif terhadap perceived value. Selain itu kedua jenis scarcity marketing juga memberikan pengaruh positif dan signifikan terhadap purchase intention.Kata Kunci: scarcity marketing; limited-time scarcity; perceived value; limited-quantity scarcity; purchase intention Abstract - This study examines the role of scarcity marketing and perceived value on purchase intention of Traveloka users. Scarcity marketing in this study acts as an independent variable which is divided into 2 types of scarcity, limited-time scarcity (X1) and limited-quantity scarcity (X2). Perceived value (Y1) as a mediating variable and purchase intention (Y2) as the dependent variable. The method used for this research is quantitative and the data collected by distributing questionnaires to 100 Traveloka users which has ever seen scarcity marketing on Traveloka promos and has made at least 2x transactions in the last 2 years. Furthermore, Structural Equation Modelling - Partial Least Square (SEM-PLS) was used as the data analysis technique. Based on the data analysis results through SmartPLS software, found that limited-quantity scarcity had a significant and positive effect on perceived value. In adition the two types of scarcity marketing also had significant and positive impact on purchase intention.Keywords: scarcity marketing; limited-time scarcity; perceived value; limited-quantity scarcity; purchase intention


2019 ◽  
Vol 20 (4) ◽  
pp. 380-398
Author(s):  
Ramesh Kumar ◽  
Raiswa Saha ◽  
Sekar P.C. ◽  
Richa Dahiya

Purpose The purpose of this paper is to measure the influence of peers, and the Government and non-governmental organization (NGO) initiatives on an individual’s attitudinal drivers such as environmental knowledge and environmental concern, which are the reasons for their green purchasing intentions. This concept was applied among the Indian young consumers. Design/methodology/approach For the research, a structured online questionnaire was used to obtain responses from 342 Indians from various cities. The participants were 20-25 years of age. SPSS software package was used to refine the data while SmartPLS was used to test the validity of the hypotheses. Findings The findings revealed that the Government and NGO initiatives along with peer influence do have a significant effect on a consumer’s environmental knowledge and environmental concerns. Further, this study found a significant positive effect of environmental knowledge and environmental concern on perceived value. In turn, the perceived value had a direct positive impact on green attitude leading to green purchase intention. Practical implications This paper provides critical insights for marketers, as well as for governmental agencies and NGOs promoting the conservation of the environment through environmental-friendly practices. These parties aim to generate greater awareness among consumers and impart knowledge about the benefits of green practices. Originality/value The studies measuring the impact of external factors on green consumption are scarce. Even the few studies available have measured the direct impact of external factors on green purchase intention. Governmental and NGO initiatives along with peer influence are the stimuli impacting operational factors such as environmental knowledge, environmental concern, perceived value, and green attitude, which, in turn, lead to the response of green purchase intention. This study provides new insights to this relationship by using a stimulus – organism – response framework.


2019 ◽  
Vol 11 (10) ◽  
pp. 2777 ◽  
Author(s):  
Liang Xiao ◽  
Feipeng Guo ◽  
Fumao Yu ◽  
Shengnan Liu

China is currently the world’s largest cross-border e-commerce purchaser and destination country. Therefore, how to promote consumer online shopping is the most important goal for cross-border e-commerce sustainability. Meanwhile, the previous research has not empirically verified the precise effect of online shopping context and perceived value on consumers’ cross-border online purchase intention. To address this gap, this study analyzes the online shopping context that determines consumers’ purchase intention and innovatively identifies four cues that promote this consumption behavior in cross-border e-commerce, such as online promotion cues, content marketing cues, personalized recommendation cues, and social review cues. It proposes a theoretical model based on cue utilization theory and stimulus-organism-response model, which introduces this four cues and brand familiarity in analyzing the effects on consumers’ purchase intention in cross-border online shopping (CBOS). In addition, the paper examines the mediating role of perceived functional value and perceived emotional value. Survey data collected 372 cross-border online consumers from China and the PLS-SEM method was used to empirically test the proposed model. The results show that these four cross-border online shopping context cues have a significantly positive impact on consumers’ purchase intention. Brand familiarity has significantly negative moderating effects between the four cues and the perceived functional value, while brand familiarity also negatively moderates the relationship between online promotion cues, social review cues, and perceived emotional value, respectively.


2014 ◽  
Vol 64 (Supplement-2) ◽  
pp. 177-197
Author(s):  
Cheng-Chen Chiang

This study investigated the correlations among variables for credence service in the context of monetary sales promotion. The findings suggested that perceived price directly affected perceived quality, with a negative effect. Perceived price had a positive effect directly on perceived value. Perceived quality directly affected perceived value. Perceived value was found as a key predictor of purchase intention. In addition, perceived quality had indirect and positive impact on purchase intention via value. The results of this study also suggested that there was a negative effect of perceived price on perceived risk. Moreover, it was also noted that perceived risk had negative effects on perceived value and purchase intention.


2016 ◽  
Vol 29 (3) ◽  
pp. 618-646 ◽  
Author(s):  
Shu-Hao Chang ◽  
Wen-Hai Chih ◽  
Dah-Kwei Liou ◽  
Yu-Ting Yang

Purpose – The purpose of this paper is to explore the relationships among intrinsic motivation, extrinsic motivation, flow, cognitive attitudes, perceived satisfaction, and purchase intention of consumers’ online shopping from a cognitive attitudes perspective. This study collected data from consumers having bought goods on the e-shopping platform. Design/methodology/approach – This study adopted online questionnaire through my3q (www.my3q.com) for data collection. This research collected and analyzed 866 samples by using the structural equation modeling for validation of the proposed model. Findings – The results indicated that hedonic value, utilitarian value, security, and privacy significantly affected cognitive attitudes (i.e. cognitive trust and perceived risk). Cognitive attitudes significantly affected perceived satisfaction and purchase intention, respectively. Flow significantly and positively influenced cognitive trust and purchase intentions, respectively. Cognitive trust is the mediators between motivations/flow and perceived satisfaction/purchase intention. Research limitations/implications – Both of intrinsic motivation and extrinsic motivation can reflect the cognitive and conscious plan of an individual for a particular task. The cognitive trust and perceived risk are partial mediator and full mediator in the model, respectively. Hedonic value, utilitarian value, security, privacy, and flow all affect the individual’s perceived satisfaction and purchase intention through cognitive trust and perceived risk in the context of online shopping. Cognitive trust is a full mediator of the effects of privacy on purchase intention. It indicates that consumers must fully trust the website to ensure that the information provided by consumers in the transaction will not spread out for the protection of personal privacy. Practical implications – This study aimed to assist the marketing personnel of the EC industry to examine the key influential factors of consumers’ purchase satisfactions and purchase intentions. The results of this study indicated that cognitive trust is the foundation for gaining and retaining customers. The classification of consumer motivations facilitates the understanding of consumers’ demands and accurate interpretation of consumers’ needs. The main influential factor of cognitive trust is utilitarian value. Therefore, this study states that the primary intrinsic motivation of online shopping for most consumers is utilitarian value (e.g. saving time, the cost of searching for the appropriate products, and increasing purchasing efficiency). Social implications – Websites should strengthen the quality and quantity of product information. In addition, websites should provide a dynamic presentation of the product by presenting in various forms (multimedia and text description) about product-related information in order to increase consumers’ hedonic value. For the aspects of security and privacy, websites should provide consumers with reliable safety features, such as secure socket layer or digital signature, smooth communication channel (specific phone services and e-mail address), and consumer’s privacy statements. Finally, web design should meet with the consumer experience model in order to make the website easy to use and order the purchase from the website directly. Websites should also increase the fluency and positive experience of consumers and improve the interaction of a website. Meanwhile, websites need to feedback the consumer problem instantly and provide customized information in order to increase the chance of interaction between the consumers and the website. Originality/value – Relevant studies have explored online shopping from various perspectives, but few studies have examined consumers’ cognitive attitudes toward websites from the consumer motivation perspective. Thus, this study focussed on the influences of consumers’ intrinsic and extrinsic motivations (e.g. hedonic value, utilitarian value, security, and privacy) on their cognitive attitudes toward websites. In addition, with the rapid development of the internet in recent years, internet users’ online flow experiences have gained increased attention. The creation of attractive consumption conditions is vital for website managers to provide consumers with flow experiences. Therefore, this study included consumers’ flow in the proposed model.


2021 ◽  
Vol 14 (2) ◽  
pp. 38-56
Author(s):  
Katarina Sofronijević

An intensive development of information and communication technologies has contributed to an increasing number of individuals who prefer online shopping. Hence, examining the factors that determine their decision is the subject of significant attention of the academic and professional public. When it comes to online shopping, one of the main tasks is to create consumer trust. This process is conditioned by numerous factors, some of which are included in the research model of this paper. More precisely, the paper uses exploratory factor analysis and multiple regression analysis to examine the extent to which perceived risk, quality of the website and experience in its use, as well as the implementation of the concept of social responsibility contribute to creating consumer trust in online shopping. Simple regression analysis has indicated that in the process of online shopping, trust has a statistically significant and positive impact on purchase intention.


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