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The Impact of ChatGPT on Workers Performance using the Task-Technology Fit Theory

datacite.subject.fosCiências Naturais::Ciências da Computação e da Informaçãopt_PT
dc.contributor.advisorRodrigues, Teresa Maria Ferreira
dc.contributor.advisorCosta, Maria Manuela Simões Aparício da
dc.contributor.authorMonteiro, Ana Luísa Luz do Val Correia
dc.date.accessioned2024-11-11T12:21:01Z
dc.date.embargo2027-10-30
dc.date.issued2024-10-30
dc.descriptionDissertation presented as the partial requirement for obtaining a Master's degree in Information Management, specialization in Knowledge Management and Business Intelligencept_PT
dc.description.abstractThe integration of generative AI technologies like ChatGPT in professional settings is transforming how workers interact with information systems and perform their tasks. This study examines the factors influencing the use of ChatGPT in the workplace, and how these factors affect individual performance. We developed a conceptual model grounded in the Task-Technology Fit (TTF) theory, the Technology Acceptance Model (TAM), and perceived risk frameworks. To evaluate this model, we conducted a survey in Portugal, among 229 ChatGPT users in the workplace and analyzed the data using partial least squares structured equation modeling. Our findings indicate that the model explains 65% of the variance in individual performance, through TTF, use and perceived usefulness. Additionally, use is explained by our model in 50.1%, through TTF, perceived usefulness and perceived ease of use. Perceived risk was found to moderate the relationship between perceived usefulness and use of ChatGPT.pt_PT
dc.identifier.tid203777913pt_PT
dc.identifier.urihttp://hdl.handle.net/10362/174964
dc.language.isoengpt_PT
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/pt_PT
dc.subjectChatGPTpt_PT
dc.subjectIndividual performancept_PT
dc.subjectTask-Technology Fitpt_PT
dc.subjectTechnology Acceptance Modelpt_PT
dc.subjectPerceived Riskpt_PT
dc.subjectSDG 8 - Decent work and economic growthpt_PT
dc.subjectSDG 9 - Industry, innovation and infrastructurept_PT
dc.titleThe Impact of ChatGPT on Workers Performance using the Task-Technology Fit Theorypt_PT
dc.typemaster thesis
dspace.entity.typePublication
rcaap.rightsembargoedAccesspt_PT
rcaap.typemasterThesispt_PT
thesis.degree.nameMestrado em Gestão de Informação, especialização em Gestão do Conhecimento e Inteligência de Negóciopt_PT

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