Mouse behavioral patterns and keystroke dynamics in End-User Development: What can they tell us about users’ behavioral attributes?
Studying human behavior is of particular interest within the field of Human-Computer Interaction (HCI) as it can provide insight into human performance. Prior HCI research suggests that mouse and keyboard monitoring may provide a more complete picture of user behavior under high cognitive loads like...
| Publicado en: | Computers in Human Behavior Vol. 83; pp. 288 - 306 |
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| Autores principales: | , |
| Formato: | Artículo |
| Publicado: |
Elsevier B.V.
Jun2018
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ssf&AN=128394092&site=ehost-live header: @attributes: shortDbName: ssf uiTerm: 128394092 longDbName: Social Sciences Full Text (H.W. Wilson) uiTag: AN controlInfo: bkinfo: jinfo: jid: 07475632 JC4 jtl: Computers in Human Behavior issn: 07475632 maglogo: N pubinfo: dt: Jun2018 vid: 83 pid: 2410 pub: Elsevier B.V. artinfo: ui: 128394092 10.1016/j.chb.2018.02.012 ppf: 288 ppct: 18 formats: tig: atl: Mouse behavioral patterns and keystroke dynamics in End-User Development: What can they tell us about users’ behavioral attributes? aug: au: Katerina, Tzafilkou Nicolaos, Protogeros affil: University of Macedonia, Postgraduate Program in Information Systems, 156 Egnatia Street, 54006, Thessaloniki, Greece University of Macedonia, Department of Accounting and Finance, 156 Egnatia Street, 54006, Thessaloniki, Greece su: Attitude (Psychology) Computers Motivation (Psychology) Self-efficacy Keyboards (Electronics) Web development Mice (Computers) Pressure Research Risk perception User interfaces sug: subj: Attitude (Psychology) Computers Motivation (Psychology) Self-efficacy Computer and Computer Peripheral Equipment and Software Merchant Wholesalers Computer and software stores Electronic Computer Manufacturing Computer and peripheral equipment manufacturing Electronics Stores Computer, computer peripheral and pre-packaged software merchant wholesalers Computer Terminal and Other Computer Peripheral Equipment Manufacturing Keyboards (Electronics) Web development Mice (Computers) Pressure Research Risk perception User interfaces keyword: End-user behavior End-User Development (EUD) Keystroke dynamics Mouse behavioral patterns Mouse tracking End-user behavior End-User Development (EUD) Keystroke dynamics Mouse behavioral patterns Mouse tracking ab: Studying human behavior is of particular interest within the field of Human-Computer Interaction (HCI) as it can provide insight into human performance. Prior HCI research suggests that mouse and keyboard monitoring may provide a more complete picture of user behavior under high cognitive loads like decision making and developing tasks. In this exploratory study we investigate the potential correlation between mouse behavioral patterns or keystroke dynamics and a set of End-User Development (EUD) behavioral attributes. We conduct a field test on 30 end-users interacting with a modern web-based EUD tool for the construction of simple web forms. Our findings reveal the existence of several significant correlations between end-users’ behavioral attributes and mouse pattern metrics or keystroke dynamics during the development process. Mouse pattern metrics like random and straight movements, mouse hovers, etc., can be associated with perceived ease use, perceived usefulness, self-efficacy, willingness to learn or risk-perception. Similarly, some keystroke dynamics like key press speed and down-to-down time can be associated with perceived ease of use or self-efficacy. The findings of this work show a new interesting research direction and may motivate the EUD research community to study further the end-users’ mouse and keyboard behavior in today's web-based EUD systems. pubtype: Academic Journal doctype: Article src: R language: English refInfo: copyright: @attributes: flag: N holdings: @attributes: islocal: N |
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