Artificial intelligence became Beethoven: how do listeners and music professionals perceive artificially composed music?

2021 ◽  
Vol 38 (2) ◽  
pp. 137-146
Author(s):  
Francisco Tigre Moura ◽  
Charlotte Maw

Purpose Artificial intelligence (AI) has reached creative industries such as music. Algorithms now produce high-quality artistic content (e.g. original songs), for hedo consumption and utilitarian business applications. While available literature to-date focuses mainly on technological development and applications, this paper aims to address the resulting research gap by investigating listeners’ perceptions towards music composed by AI. Design/methodology/approach First, an online survey was conducted with 446 respondents and compared perceptions of music professionals (n = 72) and non-professional listeners (n = 374). Following this, a 2 × 2 laboratory experiment was conducted, where 86 participants listened to songs composed by AI but were presented different narratives regarding the composition process (human versus AI). Findings Overall, results from the online survey indicated a rather negative perception, low purchase intention for AI music and a negative credibility perception of musicians using AI. Findings from the experiment indicated no significant differences between the groups, suggesting that the awareness of the use of automation did not influence the perception towards the music. Originality/value This paper contributes by highlighting the current perception of both listeners and music professionals towards the application of artificial creativity in music composition. Furthermore, it contributes to the existing literature on artificial creativity applied in music, by providing evidence of its impact on listeners’ perception. Results reveal the importance of further investigation on the topic.

2019 ◽  
Vol 23 (1) ◽  
pp. 66-81
Author(s):  
Sukyung Seo ◽  
Chunmin Lang

Purpose The purpose of this paper is to determine the influences of consumers’ internal-oriented psychological factors (i.e. self- promotion, need for uniqueness, self-expression and self-monitoring) and external-oriented psychological properties (i.e. social identity and other-directedness) on the perception of customization and the sense of extended-self; further to identify whether the perception of customization and the sense of extended-self lead to purchase intention toward customized apparel products. Design/methodology/approach Data were collected through an online survey among college students in the USA, generating a valid sample size of 338 participants. Factor analysis and Structural Equation Modeling were utilized to test proposed hypotheses. Findings The results indicated that need for uniqueness and self-monitoring were significantly related to consumers’ perception of customization and the sense of extended-self, whereas impacts of self-expression and other-directedness were not significant. Furthermore, the results also confirmed that consumers’ perception of customization and the sense of extended-self were positively associated with purchase intention of customized apparel products. Originality/value This study investigates consumers’ psychological features that influence consumers’ buying intention of customized apparel products, which is the first attempt. The study results are insightful and beneficial for marketers to construct target consumer segmentation under different cultural and social settings.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Anwar Sadat Shimul ◽  
Matthew Barber ◽  
Mohammad Ishmam Abedin

Purpose This paper aims to examine the role of religiosity on consumers’ forgiveness when celebrities get involved in transgression. The celebrity’s reaction and its impact on consumers’ forgiveness is tested as well. In addition, consumers’ attitudes towards the brand and celebrity as well as purchase intention for the endorsed brand are examined both before and after the transgression. Design/methodology/approach Data (n = 356) were collected through a self-administered online survey and analysed though structural equation modelling in AMOS 26. Findings The results show that consumers’ attitude towards celebrity, brand and purchase intention gets weaker once the celebrity gets into transgression. Consumers tend to forgive more if the celebrity apologises (vs denies) for the wrongdoing. The hypothesised relationship between attitude towards celebrity and purchase intention did not sustain after the transgression. In addition, consumers’ intrinsic religiosity strengthens the relationship between attitude towards the celebrity and purchase intention. Practical implications The findings of this research present valuable implications for brands practitioners. Brands should formulate actionable contingency plans to mitigate the negative ramifications of celebrity transgressions. Specifically, intrinsic religiosity and celebrity apologies should assist consumers in forgiving the transgression and negate the implications that could have arisen if the celebrity instead denied the transgressions. Originality/value This research extends the previous research by examining religiosity and forgiveness within the context of celebrity transgressions. To the best of the authors’ knowledge, this is one of the first few research studies to consider the role religiosity plays in consumers’ intention to forgive celebrity transgressions.


2022 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Hua Fan ◽  
Bing Han ◽  
Wei Gao ◽  
Wenqian Li

PurposeThis study serves two purposes: (1) to evaluate the effects of organizational ambidexterity by examining how the balanced and the combined sales–service configurations of chatbots differ in their abilities to enhance customer experience and patronage and (2) to apply information boundary theory to assess the contingent role that chatbot sales–service ambidexterity can play in adapting to customers' personalization–privacy paradox.Design/methodology/approachAn online survey of artificial intelligence chatbots users was conducted, and a mixed-methods research design involving response surface analysis and polynomial regression was adopted to address the research aim.FindingsThe results of polynomial regressions on survey data from 507 online customers indicated that as the benefits of personalization decreased and the risk to privacy increased, the inherently negative (positive) effects of imbalanced (combined) chatbots' sales–service ambidexterity had an increasing (decreasing) influence on customer experience. Furthermore, customer experience fully mediated the association of chatbots' sales–service ambidexterity with customer patronage.Originality/valueFirst, this study enriches the literature on frontline ambidexterity and extends it to the setting of human–machine interaction. Second, the study contributes to the literature on the personalization–privacy paradox by demonstrating the importance of frontline ambidexterity for adapting to customer concerns. Third, the study examines the conduit between artificial intelligence (AI) chatbots' ambidexterity and sales performance, thereby helping to reconcile the previously inconsistent evidence regarding this relationship.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Shaizatulaqma Kamalul Ariffin ◽  
Nur Qistina Ihsannuddin ◽  
Ainul Mohsin Abdul Mohsin

Purpose The purpose of this paper is to examine the relationship between attitude functions and attitude towards social media advertising. Additionally, this study also examines the relationship between attitude towards social media advertising and purchase intention. Design/methodology/approach The data was collected via an online survey among Malaysian Muslim participants. Quantitative analysis was used to test the hypothesis. A total of 280 respondents participated in the online survey but only 264 responses fit the analysis. The data was analysed via SPSS and partial least squares structural equation modelling. Findings The findings of this paper show that attitude functions, namely, utilitarian, value-expressive, ego-defensive and religiosity have a significant positive influence on attitude towards social media advertising, whilst knowledge function was found to be insignificant. Attitude towards social media advertising was also found to have a significant positive influence on purchase intention. Practical implications Advertisers should also consider the religious aspects of Muslim consumers and their level of sensitivity as Muslims nowadays are well-informed. This is to avoid controversies and have a better understanding of their consumer needs. Originality/value This is one of the few studies examining the influence of religiosity in the social media advertising of controversial products such as bubble tea.


2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Klaus-Peter Wiedmann ◽  
Walter von Mettenheim

Purpose The importance of influencer marketing is constantly growing. However, little empirical research has examined influencers’ success requirements. This study aims to fill this gap by exploring whether the requirements of influencers’ attractiveness, expertise and trustworthiness are relevant for online influencer campaigns. An entry-level luxury fashion brand is the focus of the experiment. Design/methodology/approach A total of 288 participants completed an online survey evaluating the profiles of influencers who varied in terms of the three abovementioned requirements. The impacts of these requirements on brand image, brand satisfaction and brand trust as well as purchase intention and price premium were tested via structural equation modeling. Findings The results show that the most important requirement is trustworthiness, followed by attractiveness; surprisingly, the relevance of expertise is virtually nil. Research limitations/implications To date, practitioners are still struggling with the success requirements of influencer marketing. They have focused on traditional advertising models and numeric requirements such as the amount of followers. However, regarding merely these requirements can result in wrong decisions. Considering the two requirements, attractiveness and trustworthiness, in a stronger way can provide a remedy to this struggle. In future research, the relevance of the requirements in different involvement conditions and for non-attractiveness-related products might be investigated. Originality/value To the best of the authors’ knowledge, this study is one of the first to explore the success requirements that are directly related to influencers (e.g. attractiveness) rather than numeric requirements of their profiles (e.g. page rank) and the impacts of those requirements on brand image, brand satisfaction and brand trust as well as purchase intention and price premium. It adapts the Source-Credibility Model for influencers and shows that its requirements interact in a unique way that is counterintuitive and different from other endorser types such as celebrities or salespersons.


2019 ◽  
Vol 30 (2) ◽  
pp. 403-437
Author(s):  
Jian Mou ◽  
Jason Cohen ◽  
Yongxiang Dou ◽  
Bo Zhang

Purpose The purpose of this paper is to develop and test a model of the uncertainties and benefits influencing the repurchase intentions of buyers in cross-border e-commerce (CBEC). Design/methodology/approach The authors draw on the valence framework to hypothesize effects of positive valences (utilitarian benefits) along with negative valences (pre- and post-contractual uncertainties) on buyers’ repeat purchase intentions. Data were collected using an online survey from 378 international B2C buyers on a CBEC platform in China. Findings Results explain 51.4 percent of the variance and reveal that overall value, as determined by monetary saving, convenience and product offerings as positive valences, exerts the strongest effect on repeat purchase intention. However, negative valences remain significant, and are particularly salient for female shoppers. Research limitations/implications The authors extend the valence theory into the study of repeat purchase behavior and contribute to much needed literature on why consumers return to repurchase from a CBEC platform. Practical implications Repeat purchase and loyalty of online consumers is essential for success of e-commerce providers. The results help online providers competing in international markets understand how buyers form repurchase intentions based on their evaluations of both value and uncertainty. Originality/value Buyer behavior in CBEC has received relatively less attention than domestic e-commerce. This paper is among the first to examine how both positive and negative valences combine to effect repurchase intention of international buyers in CBEC.


2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Min Zhang ◽  
Lin Sun ◽  
Fang Qin ◽  
G. Alan Wang

Purpose In recent years, more and more e-retailers have adopted live streaming services to attract customers. Although the extant literature has mostly examined the motivations for live streaming usage, it remains unclear how to enhance customers’ purchase behaviour. Based on the social exchange theory, in the context of live streaming platforms (LSP), this study aims to investigate the impact of information quality and interaction quality on swift guanxi and customers’ purchase intention. Design/methodology/approach This study conducted an online survey to conduct two rounds of data collection and analyses the data using SPSS and SmartPLS softwares. Findings The results show that information quality (believability, usefulness and vividness) and interaction quality (responsiveness, real-time interaction and empathy) are positively related to swift guanxi, which may influence customers’ online purchase intention on LSP. Originality/value Prior service quality studies tend to focus on traditional physical stores and e-commerce websites context. This study offers the description of key dimensions of service quality on emerging LSP context. The study also confirms the importance of swift guanxi in an online marketplace.


2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Yuting Sun ◽  
Chaoyun Liang

PurposeIn this study, a comprehensive theoretical framework was developed to investigate the influence of the determinants of online dried fruit purchase intention in China.Design/methodology/approachThe dried fruit eating experiences of 1,160 participants from China were collected using an online survey.FindingsSignificant differences were noted in the sociodemographic distributions among three age-based consumer segments. Furthermore, the cost of the marketing strategy had the strongest effect on online dried fruit purchase intention. Finally, different patterns of online dried fruit purchase intention were observed among the three consumer segments: consumers aged below 24 years regarded dried fruits as a new and healthy snack choice and favoured companies with high-quality communication with consumers; consumers aged 25–29 years viewed dried fruits as a healthy eating habit, reflecting their strong self-control over their lifestyle; and consumers aged over 30 years valued the convenience marketing strategies applied by dried fruit manufacturers.Originality/valueOverall, the results indicate that dried fruits are considered a niche market of snacks that provides added value for core products in the Chinese e-commerce (EC) market; therefore, developing cost-effective strategies to raise consumer awareness of dried fruits is crucial. Furthermore, marketing strategies should target different consumer segments.


2020 ◽  
Vol 48 (12) ◽  
pp. 1277-1299
Author(s):  
Van Thac Dang ◽  
Ninh Nguyen ◽  
Jianming Wang

PurposeAnchored on social trust theory, social identity theory and signalling theory, this study investigates the process of how consumers respond to online retailers' corporate social responsibility (CSR).Design/methodology/approachFollowing the hypo-deductive research design, a unique model was developed to link online retailers' CSR with consumer purchase intention through brand identification and word of mouth (WOM). This model was subsequently tested and validated by conducting an online survey to 239 customers of a major online retailer in China, that is, JD.com.FindingsAnalysis using structural equation modelling demonstrates that online retailers' CSR is positively associated with consumer purchase intention, and brand identification positively mediates such an association. In addition, WOM exhibits a mediating effect on the relationship between perceived online retailers' CSR and consumer purchase intention and between brand identification and consumer purchase intention.Practical implicationsOnline retailers must endeavour to employ CSR as a strategy to enhance consumer purchase intention and behaviour. Moreover, they should develop communication programmes that highlight their engagement in CSR activities to improve their brand image and facilitate consumers' positive WOM.Originality/valueTo the best of the researchers' knowledge, this study is the first to examine the mediating roles of brand identification and WOM in the relationship between online retailers' CSR and customer purchase intention. Furthermore, this study extends current knowledge about online retailers' CSR and its potential impact in emerging economies by focussing on the context of China.


2015 ◽  
Vol 117 (9) ◽  
pp. 2282-2299 ◽  
Author(s):  
Constanza Bianchi ◽  
Gary Mortimer

Purpose – The purpose of this paper is to empirically explore antecedents of local food purchase intention in two food producing countries with different cultural backgrounds. Design/methodology/approach – An online survey was employed to collect data from consumers located in Chile (n=283) and Australia (n=300). A proposed model is tested with structural equation modelling. Findings – Attitude towards consuming local food is a strong and direct driver of intentions to purchase local food in both countries. Attitude towards supporting local agri-businesses and consumer ethnocentrism are found to positively impact attitude towards consuming local food in both countries. Attitude towards local agri-businesses also has a direct effect on intentions to purchase local food in Australia, but not in Chile. Interestingly, subjective norms are not found to affect intentions to consume local food in either country. Research limitations/implications – The paper examines factors affecting the attitude towards and behavioural intention regarding local food consumption and develops an extended model of local food consumption. An outcome of this new model is the inclusion of personal variables, which influence local food purchasing behaviour. Practical implications – Producers and retailers need to develop campaigns explaining how consuming local food supports local businesses and farmers, which will reinforce personal values associated with local consumption. Originality/value – This is the first study to demonstrate that positive attitudes towards local foods are important drivers of local food purchase behaviour, independent of the cultural characteristics or level of economic development within a country.


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