Information Systems Frontiers · 2021 · 130 citations · 77 references
ComputingComputer ScienceInformation SystemsArtificial IntelligenceHuman-computer InteractionUser Experience DesignConversational InterfacesConversational User InterfacesDialogue SystemsInformation SearchMultimodal InteractionSpeech InteractionChatbot InteractionChatbot SystemsChatbotsCustomer Service StrategyTask FitVoice Assistants
Voice assistants provide a speech-based interaction modality that is natural and intuitive, yet it remains unclear which information‑search tasks benefit most from speech compared to text. The study uses task‑technology fit theory to investigate the suitability of voice assistants for various information‑search tasks. A laboratory experiment with 116 participants compared a voice assistant and a chatbot while participants completed an information‑search task. Results show that voice assistants yield higher perceived efficiency, lower cognitive effort, greater enjoyment, and higher service satisfaction than chatbots, with these advantages varying according to the task’s goal‑directedness, thereby extending task‑technology fit theory and guiding practitioners.
Abstract Owing to technological advancements in artificial intelligence, voice assistants (VAs) offer speech as a new interaction modality. Compared to text-based interaction, speech is natural and intuitive, which is why companies use VAs in customer service. However, we do not yet know for which kinds of tasks speech is beneficial. Drawing on task-technology fit theory, we present a research model to examine the applicability of VAs to different tasks. To test this model, we conducted a laboratory experiment with 116 participants who had to complete an information search task with a VA or a chatbot. The results show that speech exhibits higher perceived efficiency, lower cognitive effort, higher enjoyment, and higher service satisfaction than text-based interaction. We also find that these effects depend on the task’s goal-directedness. These findings extend task-technology fit theory to customers’ choice of interaction modalities and inform practitioners about the use of VAs for information search tasks.
77
PLS-SEM: Indeed a Silver Bullet
Joe F. Hair, Christian M. Ringle, Marko Sarstedt · The Journal of Marketing Theory and Practice · 2011 · 20.9K citations
The partial least squares approach for structural equation modeling.
Wynne W. Chin · 1998 · 11.7K citations