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This article explores four dimensions of frontline employee (FLE) friendliness (humorous, informal, conversational, and approachable) to propose a relevant measurement instrument of the influence of FLE friendliness on relationship quality and perceived value, as well as its indirect influence on repatronage intentions. Recent studies suggest FLE friendliness, defined as a tendency to convey an affective customer–employee social interaction, is a critical determinant of relationship marketing, but few scholars agree on its dimensionality. This study seeks a deeper understanding of FLE friendliness by investigating its different dimensions in various service contexts.

The mixed-method design, including both qualitative and quantitative research, offers a deeper understanding of the phenomenon of FLE friendliness.

The content analysis suggests FLE friendliness is multidimensional and composed of humorous, informal, conversational, and approachable behaviors. The results of a quantitative survey, conducted across four service contexts, validate this four-factor model. A second quantitative survey across two service contexts reveals the weights and relative importance of the dimensions, and then a third quantitative survey across three service contexts confirms that FLE friendliness is a significant driver of relationship quality, perceived value, and repatronage intentions (indirectly).

This study contributes to relationship marketing literature by strengthening the conceptual foundations of FLE friendliness, clarifying the dimensionality of the construct, developing a comprehensive measurement instrument, and extending previous research on the customer–employee interactions.

Fourth Industrial Revolution (IR 4.0) technologies have strong potential to affect consumer well-being, positively or negatively, so the current paper aims to review potential opportunities and threats that these technologies represent for consumers in several core economic sectors: health care, education, financial services, manufacturing and retailing.

This paper proposes a conceptual framework for how IR 4.0 technologies affect consumer well-being in five representative sectors: health care, education, financial services, manufacturing and retailing. The authors argue that the potential transformations of these specific sectors, facilitated by these technologies, may have profound effects on consumer well-being, with urgent public policy implications.

Emerging technologies, such as artificial intelligence, robotics, the Internet of Things, three-dimensional printing, machine learning and blockchain, provide customers with novel approaches toward decisions regarding health, education, finances and other fundamental parts of their lives. The organizations that provide these services, such as hospitals, universities and banks, actively adopt the innovations offered by IR 4.0. These evolving and disruptive technologies thus are changing reality for consumers and providers.

This paper proposes some novel public policy implications of IR 4.0 technologies for consumer well-being, and it outlines further research directions that can enhance understanding of relevant technologies and the consequences of their use for society.

Technological progress and the advancement of the 4th Industrial Revolution (IR 4.0) are well underway. However, its influence on the transformation of core sectors from the perspective of consumer well-being remains under-explored. Seeking to bridge this gap in the marketing and public policy literature, this study aims to propose a conceptual framework to explicate how data-driven, intelligent and connected IR 4.0 technologies are blurring traditional boundaries between digital, physical and biological domains.

This is a conceptual paper using primarily a literature review of the field. The authors position the work as a contribution to consumer well-being and public policy literature from the lens of increasingly important in our technology-integrated society emerging technologies.

The authors define and conceptualize technology-enabled well-being (TEW), which allows a better understanding of transformative outcomes of IR 4.0 on three essential dimensions of consumer well-being: individual, societal and environmental. Finally, the authors discuss public policy implications and outline future research directions.

The authors highlight specific gaps in the literature on IR 4.0. First, past studies in consumer well-being did not incorporate substantial changes that emerging IR 4.0 technologies bring, especially across increasingly blurring digital, physical and biological domains. Second, past research focused on individual technologies and individual well-being. What is unaccounted for is the potential for a synergetic, proactive effect that emerging technologies bring on the aggregate level not only to individuals but also to society and the environment. Finally, understanding the differences between responses to different outcomes of technologies has important implications for developing public policy. Synergetic, proactive effect of technologies on core sectors such as healthcare, education, financial services, manufacturing and retailing is noted.