During the Covid-19 pandemic, contact-tracing apps have offered effective help to bend the contagion curve. Thus, it is of critical importance to understand the factors that influence contact-tracing apps' adoption among citizens. In particular, the successful adoption and usage of contact-tracing apps strongly relies on individual motives. Therefore, this study draws on the theory of altruistic and egoistic motivation for prosocial behaviours to analyse the underlying motives through which citizens engage in voluntary behaviours aimed at using and promoting the use of contact-tracing apps. The study also examines the mediating role of users' trust in the app. Data from 221 users of Ireland's Covid Tracker app was analysed. Structural equation modelling with PLS was used to test the research model. Findings show differences between egoistic and altruistic motivation in promoting app use and sharing. Egoistic motivation significantly promotes voluntary behaviours among citizens and users' trust in the app mediates this influence. Yet, contrary to predictions, in the context of the pandemic, altruistic motivation does not play a significant role in engaging citizens in these voluntary behaviours, either directly or indirectly. The findings of this study are important for policy makers and may inform future policy decisions regarding the implementation of contact-tracing apps in the case of new pandemics or for other contexts requiring cooperative daily check-in.
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Ludwig Maximilian Univ Munich, Inst Med Informat Proc Biometry & Epidemiol, Munich, GermanySorbonne Univ, Inst Pierre Louis Epidemiol & Sante Publ, INSERM, Paris, France
Grill, Eva
Mikolajczyk, Rafael
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Martin Luther Univ Halle Wittenberg, Interdisciplinary Ctr Hlth Sci, Inst Med Epidemiol Biometr & Informat, Halle, GermanySorbonne Univ, Inst Pierre Louis Epidemiol & Sante Publ, INSERM, Paris, France
Mikolajczyk, Rafael
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Cattuto, Ciro
Kucharski, Adam
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London Sch Hyg & Trop Med, Ctr Math Modelling Infect Dis, London, EnglandSorbonne Univ, Inst Pierre Louis Epidemiol & Sante Publ, INSERM, Paris, France
Kucharski, Adam
Riley, Steven
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Imperial Coll London, Sch Publ Hlth, MRC Ctr Global Infect Dis Anal, London, EnglandSorbonne Univ, Inst Pierre Louis Epidemiol & Sante Publ, INSERM, Paris, France
Riley, Steven
Kendall, Michelle
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Univ Warwick, Dept Stat, Warwick, England
Univ Oxford, Nuffield Dept Med, Li Ka Shing Ctr Hlth Informat & Discovery, Big Data Inst, Oxford, EnglandSorbonne Univ, Inst Pierre Louis Epidemiol & Sante Publ, INSERM, Paris, France
Kendall, Michelle
Lythgoe, Katrina
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Univ Oxford, Nuffield Dept Med, Li Ka Shing Ctr Hlth Informat & Discovery, Big Data Inst, Oxford, EnglandSorbonne Univ, Inst Pierre Louis Epidemiol & Sante Publ, INSERM, Paris, France
Lythgoe, Katrina
Bonsall, David
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Univ Oxford, Nuffield Dept Med, Li Ka Shing Ctr Hlth Informat & Discovery, Big Data Inst, Oxford, EnglandSorbonne Univ, Inst Pierre Louis Epidemiol & Sante Publ, INSERM, Paris, France
Bonsall, David
Wymant, Chris
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Univ Oxford, Nuffield Dept Med, Li Ka Shing Ctr Hlth Informat & Discovery, Big Data Inst, Oxford, EnglandSorbonne Univ, Inst Pierre Louis Epidemiol & Sante Publ, INSERM, Paris, France
Wymant, Chris
Abeler-Dorner, Lucie
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Univ Oxford, Nuffield Dept Med, Li Ka Shing Ctr Hlth Informat & Discovery, Big Data Inst, Oxford, EnglandSorbonne Univ, Inst Pierre Louis Epidemiol & Sante Publ, INSERM, Paris, France
Abeler-Dorner, Lucie
Ferretti, Luca
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Univ Oxford, Nuffield Dept Med, Li Ka Shing Ctr Hlth Informat & Discovery, Big Data Inst, Oxford, EnglandSorbonne Univ, Inst Pierre Louis Epidemiol & Sante Publ, INSERM, Paris, France
Ferretti, Luca
Fraser, Christophe
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Univ Oxford, Nuffield Dept Med, Li Ka Shing Ctr Hlth Informat & Discovery, Big Data Inst, Oxford, EnglandSorbonne Univ, Inst Pierre Louis Epidemiol & Sante Publ, INSERM, Paris, France
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Univ Mediterranea Reggio Calabria, Via Univ 25, I-89124 Reggio Di Calabria, ItalyUniv Mediterranea Reggio Calabria, Via Univ 25, I-89124 Reggio Di Calabria, Italy
Buccafurri, Francesco
De Angelis, Vincenzo
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Univ Mediterranea Reggio Calabria, Via Univ 25, I-89124 Reggio Di Calabria, ItalyUniv Mediterranea Reggio Calabria, Via Univ 25, I-89124 Reggio Di Calabria, Italy
De Angelis, Vincenzo
Labrini, Cecilia
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Univ Mediterranea Reggio Calabria, Via Univ 25, I-89124 Reggio Di Calabria, ItalyUniv Mediterranea Reggio Calabria, Via Univ 25, I-89124 Reggio Di Calabria, Italy
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Nanyang Technol Univ Singapore, Lee Kong Chian Sch Med, Family Med & Primary Care, 11 Mandalay Rd Level 18,Clin Sci Bldg, Singapore 308322, SingaporeNanyang Technol Univ Singapore, Lee Kong Chian Sch Med, Family Med & Primary Care, 11 Mandalay Rd Level 18,Clin Sci Bldg, Singapore 308322, Singapore
Zhang, Melvyn
Chow, Aloysius
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Nanyang Technol Univ Singapore, Lee Kong Chian Sch Med, Family Med & Primary Care, 11 Mandalay Rd Level 18,Clin Sci Bldg, Singapore 308322, SingaporeNanyang Technol Univ Singapore, Lee Kong Chian Sch Med, Family Med & Primary Care, 11 Mandalay Rd Level 18,Clin Sci Bldg, Singapore 308322, Singapore
Chow, Aloysius
Smith, Helen
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Nanyang Technol Univ Singapore, Lee Kong Chian Sch Med, Family Med & Primary Care, 11 Mandalay Rd Level 18,Clin Sci Bldg, Singapore 308322, SingaporeNanyang Technol Univ Singapore, Lee Kong Chian Sch Med, Family Med & Primary Care, 11 Mandalay Rd Level 18,Clin Sci Bldg, Singapore 308322, Singapore