TY - GEN
T1 - Exploring the Impact of Verbal-Imagery Cognitive Style on Web Search Behaviour and Mental Workload
AU - Tang, Huimin
AU - Benerradi, Johann
AU - Maior, Horia A.
AU - Pike, Matthew
AU - Landowska, Aleksandra
AU - Wilson, Max L.
N1 - Publisher Copyright:
© 2024 ACM.
PY - 2024/3/10
Y1 - 2024/3/10
N2 - Cognitive style has been shown to influence users' interaction with search interfaces. However, as a fundamental dimension of cognitive styles, the relationship between the Verbal-Imagery (VI) cognitive style dimension and search behaviour has not been studied thoroughly, and it is not clear whether VI cognitive style can be used to inform search user interface design. We present a study (N=29), investigating how search behaviour and mental workload (MWL) changes relate to VI cognitive styles by examining participants' search behaviour across three increasingly complex tasks. MWL was subjectively rated by participants, and blood oxygenation changes in the prefrontal cortex were measured using functional near-infrared spectroscopy (fNIRS). Our results revealed a significant difference between verbalisers and imagers in search behaviour. In particular, verbalisers preferred a Sporadic navigation style and adopted the Scanning strategy as they processed information, according to their viewing and bookmarking patterns, whereas imagers preferred the Structured navigation style and reading information in detail. The fNIRS data showed that verbalisers had significantly higher blood oxygenation in the prefrontal cortex when using the same search interface, suggesting a higher MWL than imagers. When based on task complexity bias, the search time significantly increased as task complexity increased, but there were no significant differences in search behaviours. Our study indicated that VI cognitive styles have a noticeable and stronger impact on users' searching behaviour and their MWL when interacting with the same interface than task complexity, which can be considered further in future search behaviour studies and search user interface design.
AB - Cognitive style has been shown to influence users' interaction with search interfaces. However, as a fundamental dimension of cognitive styles, the relationship between the Verbal-Imagery (VI) cognitive style dimension and search behaviour has not been studied thoroughly, and it is not clear whether VI cognitive style can be used to inform search user interface design. We present a study (N=29), investigating how search behaviour and mental workload (MWL) changes relate to VI cognitive styles by examining participants' search behaviour across three increasingly complex tasks. MWL was subjectively rated by participants, and blood oxygenation changes in the prefrontal cortex were measured using functional near-infrared spectroscopy (fNIRS). Our results revealed a significant difference between verbalisers and imagers in search behaviour. In particular, verbalisers preferred a Sporadic navigation style and adopted the Scanning strategy as they processed information, according to their viewing and bookmarking patterns, whereas imagers preferred the Structured navigation style and reading information in detail. The fNIRS data showed that verbalisers had significantly higher blood oxygenation in the prefrontal cortex when using the same search interface, suggesting a higher MWL than imagers. When based on task complexity bias, the search time significantly increased as task complexity increased, but there were no significant differences in search behaviours. Our study indicated that VI cognitive styles have a noticeable and stronger impact on users' searching behaviour and their MWL when interacting with the same interface than task complexity, which can be considered further in future search behaviour studies and search user interface design.
KW - Cognitive Style
KW - Human-Computer Interaction
KW - Interactive Information Retrieval
KW - Mental Workload
KW - fNIRS
UR - http://www.scopus.com/inward/record.url?scp=85188663592&partnerID=8YFLogxK
U2 - 10.1145/3627508.3638313
DO - 10.1145/3627508.3638313
M3 - Conference contribution
AN - SCOPUS:85188663592
T3 - CHIIR 2024 - Proceedings of the 2024 Conference on Human Information Interaction and Retrieval
SP - 303
EP - 316
BT - CHIIR 2024 - Proceedings of the 2024 Conference on Human Information Interaction and Retrieval
PB - Association for Computing Machinery, Inc
T2 - 2024 Conference on Human Information Interaction and Retrieval, CHIIR 2024
Y2 - 10 March 2024 through 14 March 2024
ER -