Understanding the Consumer Dynamics of AI in North Macedonian E-Business

Saso Josimovski, Lidija Pulevska Ivanovska, Darko Dodevski
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Abstract

Abstract Research Purpose This study investigates the dynamics of Artificial Intelligence (AI) in e-business, particularly from the perspective of consumers in North Macedonia. The research aims to identify and evaluate the benefits and challenges of AI integration in e-business, explore the ethical concerns related to AI decision-making, and understand the impact of AI on consumer behaviour and preferences. Design/Methodology/Approach The research adopts a mixed-methods approach, integrating qualitative and quantitative analyses. Primary data was collected via a structured questionnaire distributed among various demographic groups to gauge the level of awareness and experiences with AI in e-business. A range of statistical tests, including ANOVA and correlation tests, were employed to assess the significance of the data collected and to test a set of hypotheses concerning consumer perceptions and experiences of AI. Findings The results reveal that demographic factors such as age, status, education, and occupation do not significantly impact the level of understanding, awareness, or experiences with AI among Macedonian consumers. Participants exhibited a level of high awareness of the importance of AI in e-business and rated their shopping experiences with AI more positively than traditional methods. Trust and reliability in AI did not significantly differ across demographic lines. The findings of this study have significant policy implications, especially in guiding the ethical and responsible integration of AI in e-business. They suggest a need for policies emphasising consumer data protection and privacy, given the heightened awareness and concern among consumers regarding using their personal information. Furthermore, the results advocate for the development of regulatory frameworks that ensure transparency and fairness in AI algorithms, addressing potential biases that could negatively impact consumer trust. Originality/Value/Practical Implications This research contributes novel insights into the Macedonian consumer market’s perception of AI in e-business, a topic scarcely covered in existing literature. The findings underscore the necessity for businesses to adopt AI responsibly and ethically, highlighting the importance of prioritising fairness, privacy, and transparency to leverage AI’s full potential in e-business. This study stands out in its exploration of AI in e-business from the consumer perspective in North Macedonia, a context not extensively covered in existing literature. The originality of our research lies in its focus on a comprehensive range of consumer-centric factors, including awareness, experiences, ethical concerns, and behaviour related to AI in e-business.
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了解北马其顿电子商务中人工智能的消费动态
摘要 研究目的 本研究调查电子商务中人工智能(AI)的动态,特别是从北马其顿消费者的角度进行调查。研究旨在确定和评估人工智能融入电子商务的益处和挑战,探讨与人工智能决策相关的伦理问题,并了解人工智能对消费者行为和偏好的影响。设计/方法/途径 本研究采用混合方法,将定性和定量分析相结合。通过向不同人口群体发放结构化问卷收集原始数据,以了解他们对电子商务中人工智能的认识水平和经验。研究采用了一系列统计检验方法,包括方差分析和相关检验,以评估所收集数据的重要性,并检验有关消费者对人工智能的认知和体验的一系列假设。研究结果 研究结果表明,年龄、地位、教育程度和职业等人口统计因素对马其顿消费者对人工智能的理解、认识或体验水平没有显著影响。参与者对人工智能在电子商务中的重要性有较高的认识,对人工智能购物体验的评价比传统方法更积极。不同人群对人工智能的信任度和可靠性没有明显差异。这项研究的结果对政策具有重要影响,特别是在指导电子商务中以道德和负责任的方式整合人工智能方面。研究结果表明,鉴于消费者对使用其个人信息的认识和关注有所提高,有必要制定强调消费者数据保护和隐私的政策。此外,研究结果还提倡制定监管框架,确保人工智能算法的透明度和公平性,解决可能对消费者信任产生负面影响的潜在偏见。原创性/价值/实践意义 本研究对马其顿消费者市场对电子商务中人工智能的看法提出了新的见解,现有文献很少涉及这一主题。研究结果强调了企业以负责任和合乎道德的方式采用人工智能的必要性,突出了优先考虑公平、隐私和透明度的重要性,以充分发挥人工智能在电子商务中的潜力。本研究从北马其顿消费者的角度探讨了电子商务中的人工智能,这在现有文献中尚未广泛涉及。我们研究的独创性在于它关注以消费者为中心的各种因素,包括与电子商务中的人工智能相关的意识、经验、道德关切和行为。
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