A synthesised literature review of technology-based services: towards a paradoxical perspective on consumer-technology interactions

Xueqin Wang*, Tianyi Chen, Kum Fai Yuen

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

1 Citation (Scopus)

Abstract

Technology-based services (TBSs) are evolving, leading to paradoxes in consumer-technology interactions. This study revisits TBSs through a scoping review to define their scope and types (Study 1) and a literature synthesis to identify key paradoxes and tensions (Study 2). Our findings reveal three types of TBSs: Facilitative, Platform and Active. The study further highlights the intensifying technology paradoxes related to performing, organising, and belonging. The paradoxes begin with individual consumer's performance concerns in Facilitative TBSs, extend to relational dynamics among consumer crowds connected by Platform TBSs, and culminate in collective reflections on meaning and belongingness within human groups interacting with Active TBSs. Based on the findings, our review contributes to the literature with a paradoxical view and an updated configuration of TBSs. The findings are captured in three testable propositions which serve as a basis for further investigation. Additionally, we propose a three-step research agenda, emphasising future research directions on measurements, interrelations and contextual salience of paradoxical interactions.

Original languageEnglish
Article number115585
JournalJournal of Business Research
Volume200
DOIs
Publication statusPublished - Nov 2025
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 2025 Elsevier Inc.

ASJC Scopus Subject Areas

  • Marketing

Keywords

  • Artificial intelligence
  • Crowd-sourcing
  • Literature review
  • Self-service technology
  • Technology paradox
  • Technology-based service

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