The DOI matches its Crossref record; 97 of the 97 references it cites were found in a registry or an index.
The evolution of trust and trustworthiness
Open accessAbstract
Trust and trustworthiness form the basis for continued social and economic interactions, and they are also fundamental for cooperation, fairness, honesty, and indeed for many other forms of prosocial and moral behaviour. However, trust entails risks, and building a trustworthy reputation requires effort. So how did trust and trustworthiness evolve, and under which conditions do they thrive? To find answers, we operationalize trust and trustworthiness using the trust game with the trustor's investment and the trustee's return of the investment as the two key parameters. We study this game on different networks, including the complete network, random and scale-free networks, and in the well-mixed limit. We show that in all but one case, the network structure has little effect on the evolution of trust and trustworthiness. Specifically, for well-mixed populations, lattices, random and scale-free networks, we find that trust never evolves, while trustworthiness evolves with some probability depending on the game parameters and the updating dynamics. Only for the scale-free network with degree non-normalized dynamics, we find parameter values for which trust evolves but trustworthiness does not, as well as values for which both trust and trustworthiness evolve. We conclude with a discussion about mechanisms that could lead to the evolution of trust and outline directions for future work.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“Although there were attempts for enhancing the level of trust from different aspects, we notice that these studies are usually carried out in the framework of one-shot interaction, to our knowledge [8, 9, 16, 24, 26].”
From Conditional investment strategy in evolutionary trust games with repeated group interactions (2022) · cites this paper as [24]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Hardin, G. (1968) · Science · doi:10.1126/science.162.3859.1243 · Cited by 25,167
Axelrod, R., & Hamilton, W. D. (1981) · Science · doi:10.1126/science.7466396 · Cited by 20,065
The Evolution of Reciprocal Altruism
Trivers, R. L. (1971) · The Quarterly Review of Biology · doi:10.1086/406755 · Cited by 11,010
Newman, M. (2010) · doi:10.1093/acprof:oso/9780199206650.001.0001 · Cited by 6,595
Five Rules for the Evolution of Cooperation
Nowak, M. A. (2006) · Science · doi:10.1126/science.1133755 · Cited by 5,894
Trust, Reciprocity, and Social History
Berg, J., Dickhaut, J., & McCabe, K. (1995) · Games and Economic Behavior · doi:10.1006/game.1995.1027 · Cited by 5,548
Statistical physics of social dynamics
Castellano, C., Fortunato, S., & Loreto, V. (2009) · Reviews of Modern Physics · doi:10.1103/revmodphys.81.591 · Cited by 4,119
Epidemic processes in complex networks
Pastor-Satorras, R., Castellano, C., Van Mieghem, P., & Vespignani, A. (2015) · Reviews of Modern Physics · doi:10.1103/revmodphys.87.925 · Cited by 3,697
Oxytocin increases trust in humans
Kosfeld, M., Heinrichs, M., Zak, P. J., Fischbacher, U., & Fehr, E. (2005) · Nature · doi:10.1038/nature03701 · Cited by 3,690
Traffic and related self-driven many-particle systems
Helbing, D. (2001) · Reviews of Modern Physics · doi:10.1103/revmodphys.73.1067 · Cited by 3,285
Flagged first, then by citations
Research works printed but not linked: 7
- Pinker S, 2011, The better angels of our nature: why wiolence has declined
- Pinker S, 2018, Enlightenment now: the case for reason, science, humanism, and progress
- Estrada E, 2012, The structure of complex networks: theory and applications
- Barabási AL, 2015, Network science
- Stanley HE, 1971, Introduction to phase transitions and critical phenomena
- Landau DP, 2000, A guide to Monte Carlo simulations in statistical physics
- Pereira LM Lenaerts T Martinez-Vaquero LA Han TA. 2017 Social manifestation of guilt leads to stable cooperation in multi-agent systems. In AAMAS '17: Proc. of the 16th Conf. on Autonomous Agents and MultiAgent Systems 8–12 May São Paulo Brazil pp. 1422–1430. New York NY: ACM.
Cited by
Sorted by citations
Mathematical foundations of moral preferences
Capraro, V., & Perc, M. (2021) · Journal of The Royal Society Interface · doi:10.1098/rsif.2020.0880 · Cited by 337
Self-citationAn epidemiological model with voluntary quarantine strategies governed by evolutionary game dynamics
Amaral, M. A., de Oliveira, M. M., & Javarone, M. A. (2021) · Chaos Solitons & Fractals · doi:10.1016/j.chaos.2020.110616 · Cited by 117
Higher-order interactions shape collective human behaviour
Battiston, F., Capraro, V., Karimi, F., Lehmann, S., Migliano, A. B., Sadekar, O., Sánchez, Á., & Perc, M. (2025) · Nature Human Behaviour · doi:10.1038/s41562-025-02373-5 · Cited by 116
Self-citationEvolution of honesty in higher-order social networks
Kumar, A., Chowdhary, S., Capraro, V., & Perc, M. (2021) · Physical review. E · doi:10.1103/physreve.104.054308 · Cited by 93
Self-citationLanguage-based game theory in the age of artificial intelligence
Capraro, V., Paolo, R. D., Perc, M., & Pizziol, V. (2024) · Journal of The Royal Society Interface · doi:10.1098/rsif.2023.0720 · Cited by 97
Self-citationAdaptive Reputation Promotes Trust in Social Networks
Hu, Z., Li, X., Wang, J., Xia, C., Wang, Z., & Perc, M. (2021) · IEEE Transactions on Network Science and Engineering · doi:10.1109/tnse.2021.3103771 · Cited by 90
Self-citationWang, X., Wang, B., Wu, Y., Ning, Z., Guo, S., & Yu, F. R. (2024) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2024.3446585 · Cited by 101
Han, T. A., Perret, C., & Powers, S. T. (2021) · Cognitive Systems Research · doi:10.1016/j.cogsys.2021.02.003 · Cited by 81
Pi, B., Deng, L.-J., Feng, M., Perc, M., & Kurths, J. (2025) · IEEE Transactions on Pattern Analysis and Machine Intelligence · doi:10.1109/tpami.2025.3579895 · Cited by 78
Self-citationOscillatory dynamics in the dilemma of social distancing.Preprint
Glaubitz, A., & Fu, F. (2020) · PubMed · Cited by 65
Optimization of institutional incentives for cooperation in structured populations
Wang, S., Chen, X., Xiao, Z., Szolnoki, A., & de Vasconcelos, V. V. L. (2023) · Journal of The Royal Society Interface · doi:10.1098/rsif.2022.0653 · Cited by 70
Creating trust and commitment in B2B services
Gansser, O. A., Boßow-Thies, S., & Krol, B. (2021) · Industrial Marketing Management · doi:10.1016/j.indmarman.2021.07.005 · Cited by 87
Oscillatory dynamics in the dilemma of social distancing
Glaubitz, A., & Fu, F. (2020) · Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences · doi:10.1098/rspa.2020.0686 · Cited by 61
Cooperation versus social welfare
Han, T. A., Song, Z., Cimpeanu, T., Duong, M. H., Krellner, M., Capraro, V., & Perc, M. (2025) · Physics of Life Reviews · doi:10.1016/j.plrev.2025.11.006 · Cited by 67
Self-citationInteraction state Q-learning promotes cooperation in the spatial prisoner's dilemma game
Yang, Z., Zheng, L., Perc, M., & Li, Y. (2023) · Applied Mathematics and Computation · doi:10.1016/j.amc.2023.128364 · Cited by 60
Self-citationConditional investment strategy in evolutionary trust games with repeated group interactions
Liu, L., & Chen, X. (2022) · Information Sciences · doi:10.1016/j.ins.2022.07.073 · Cited by 45
Artificial intelligence development races in heterogeneous settings
Cimpeanu, T., Santos, F. C., Pereira, L. M., Lenaerts, T., & Han, T. A. (2022) · Scientific Reports · doi:10.1038/s41598-022-05729-3 · Cited by 46
Third-Party Intervention of Cooperation in Multilayer Networks
Guo, H., Song, Z., Perc, M., Li, X., & Wang, Z. (2023) · IEEE Transactions on Systems Man and Cybernetics Systems · doi:10.1109/tsmc.2023.3278048 · Cited by 40
Self-citationTo Trust or Not to Trust: Evolutionary Dynamics of an Asymmetric N-Player Trust Game
Lim, I. S., & Masuda, N. (2023) · IEEE Transactions on Evolutionary Computation · doi:10.1109/tevc.2023.3244537 · Cited by 36
Impact of resource-based conditional interaction on cooperation in spatial social dilemmas
Li, X., Han, W., Yang, W., Wang, J., Xia, C., Li, H., & Shi, Y. (2022) · Physica A Statistical Mechanics and its Applications · doi:10.1016/j.physa.2022.127055 · Cited by 36
Social diversity reduces the complexity and cost of fostering fairness
Cimpeanu, T., Stefano, A. D., Perret, C., & Han, T. A. (2023) · Chaos Solitons & Fractals · doi:10.1016/j.chaos.2022.113051 · Cited by 35
Sharma, G., Guo, H., Shen, C., & Tanimoto, J. (2023) · Journal of The Royal Society Interface · doi:10.1098/rsif.2023.0301 · Cited by 40
Evolution of coordination in pairwise and multi-player interactions via prior commitments
Ogbo, N. B., Elragig, A., & Han, T. A. (2021) · Adaptive Behavior · doi:10.1177/1059712321993166 · Cited by 35
Jia, D., Chen, S., Dai, X., Wang, X., Xing, J., Tao, P., Shi, Y., & Wang, Z. (2024) · Knowledge-Based Systems · doi:10.1016/j.knosys.2024.111962 · Cited by 33
Cooperation in regular lattices
Flores, L. S., Amaral, M. A., Vainstein, M. H., & Fernandes, H. C. M. (2022) · Chaos Solitons & Fractals · doi:10.1016/j.chaos.2022.112744 · Cited by 32
Costly reputation building still promotes the collective trust within the networked population
Xia, C., Hu, Z., & Zhao, D. (2022) · New Journal of Physics · doi:10.1088/1367-2630/ac8898 · Cited by 27
Effects of sex and sex-related facial traits on trust and trustworthiness: An experimental study
Rostovtseva, V. V., Butovskaya, M., Mezentseva, A. A., & Weissing, F. J. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.925601 · Cited by 24
Not so trustless after all: Trust in Web3 technology and opportunities for brands
Ferraro, C., Wheeler, M. A., Pallant, J. I., Wilson, S. G., & Oldmeadow, J. A. (2023) · Business Horizons · doi:10.1016/j.bushor.2023.01.007 · Cited by 22
Liu, G., Zhang, Y., Zhuang, T., Yi, H., Cao, Z., Wu, H., & Fu, X. (2024) · Cities · doi:10.1016/j.cities.2024.105244 · Cited by 20
Keeping or reversing social norms promote cooperation by enhancing indirect reciprocity
Quan, J., Nie, J., Chen, W., & Wang, X. (2022) · Chaos Solitons & Fractals · doi:10.1016/j.chaos.2022.111986 · Cited by 18
Evolution of trust in a hierarchical population with punishing investors
Sun, K., Liu, Y., Chen, X., & Szolnoki, A. (2022) · Chaos Solitons & Fractals · doi:10.1016/j.chaos.2022.112413 · Cited by 21
Evolutionary game selection creates cooperative environments
Sadekar, O., Civilini, A., Gómez‐Gardeñes, J., Latora, V., & Battiston, F. (2024) · Physical review. E · doi:10.1103/physreve.110.014306 · Cited by 17
Decoding trust: a reinforcement learning perspective
Zheng, G., Zhang, J., Zhang, J., Cai, W., & Chen, L. (2024) · New Journal of Physics · doi:10.1088/1367-2630/ad4b5a · Cited by 18
Can Cognitive Capital Sustain Customer Satisfaction? The Mediating Effects of Employee Self-Efficacy
Alyahya, M. A., Mohamed, E. S. A., Akamavi, R. K., Elshaer, I. A., & Azazz, A. M. S. (2020) · Journal of Open Innovation Technology Market and Complexity · doi:10.3390/joitmc6040191 · Cited by 16
Mathematical foundations of moral preferencesPreprint
Capraro, V., & Perc, M. (2021) · PsyArXiv (OSF Preprints) · doi:10.31234/osf.io/f5asd · Cited by 18
Self-citationDrivers of cooperation in social dilemmas on higher‐order networks
Sadekar, O., Civilini, A., Latora, V., & Battiston, F. (2025) · Journal of The Royal Society Interface · doi:10.1098/rsif.2025.0134 · Cited by 17
Zhu, Y., Xing, B., & Xia, C. (2025) · Chaos Solitons & Fractals · doi:10.1016/j.chaos.2025.116653 · Cited by 18
Enhancing cooperation in dynamic networks through reinforcement-learning-based rewiring strategies
Lee, H., Chen, S.-P., & Shi, F. (2025) · New Journal of Physics · doi:10.1088/1367-2630/adac87 · Cited by 15
N -player repeated evolutionary trust game under government management
Liu, Y., Liu, L., Guo, R., & Zhang, L. (2023) · Chaos Solitons & Fractals · doi:10.1016/j.chaos.2023.114031 · Cited by 14
Granular Q-learning adaptation boosts collective welfare in multi-agent Prisoner’s Dilemma
Lee, H., & Weng, Y.-N. (2025) · Chaos Solitons & Fractals · doi:10.1016/j.chaos.2025.116642 · Cited by 14
Dhakal, S., Chiong, R., Chica, M., & Han, T. A. (2022) · Royal Society Open Science · doi:10.1098/rsos.212000 · Cited by 14
Reward and Punishment Mechanism with weighting enhances cooperation in evolutionary games
Zu, J., Xu, F., Jin, T., & Xiang, W. (2022) · Physica A Statistical Mechanics and its Applications · doi:10.1016/j.physa.2022.128165 · Cited by 13
Unexpected paths to cooperation on tied hyperbolic networks
Duh, M., Gosak, M., & Perc, M. (2023) · Europhysics Letters (EPL) · doi:10.1209/0295-5075/acdc4d · Cited by 13
Self-citationLim, I. S., & Capraro, V. (2021) · IEEE Transactions on Circuits & Systems II Express Briefs · doi:10.1109/tcsii.2021.3133711 · Cited by 15
Self-citationThe Evolutionary Game of Trust in Public-Private Partnership Project Networks
Nie, X., Feng, K., Zhao, G., Fan, T., & Wang, S. (2021) · Mathematical Problems in Engineering · doi:10.1155/2021/5514708 · Cited by 12
Cumulative advantage is a double-edge sword for cooperation
Hu, K., Ши, Л., Tao, Y., & Perc, M. (2023) · Europhysics Letters (EPL) · doi:10.1209/0295-5075/acc7c4 · Cited by 11
Self-citationFacial threat affects trust more strongly than facial attractiveness in women than it does in men
Brustkern, J., Heinrichs, M., Walker, M., & Schiller, B. (2021) · Scientific Reports · doi:10.1038/s41598-021-01775-5 · Cited by 11
Bellucci, G. (2022) · Games · doi:10.3390/g13030039 · Cited by 13
Trust-Based Approaches Towards Enhancing IoT Security: A Systematic Literature Review
Okporokpo, O., Olajide, F., Ajienka, N., & Ma, X. (2023) · doi:10.5121/csit.2023.132103 · Cited by 16
Inter-role reciprocity in evolutionary trust game on square lattices
Wang, C., Zhang, W., Wang, X., & Szolnoki, A. (2025) · Chaos An Interdisciplinary Journal of Nonlinear Science · doi:10.1063/5.0285064 · Cited by 16
Guo, R., Liu, L., Liu, Y., & Zhang, L. (2023) · Chaos Solitons & Fractals · doi:10.1016/j.chaos.2023.114078 · Cited by 11
Evolution of trust in structured populations
Wang, C. (2024) · Applied Mathematics and Computation · doi:10.1016/j.amc.2024.128595 · Cited by 10
A Binary Trust Game for the Internet of Things
Marche, C., & Nitti, M. (2021) · IoT · doi:10.3390/iot2010004 · Cited by 10
Cooperative bots exhibit nuanced effects on cooperation across strategic frameworks
Si, Z., He, Z., Shen, C., & Tanimoto, J. (2025) · Journal of The Royal Society Interface · doi:10.1098/rsif.2024.0427 · Cited by 9
The higher-order networked N-player trust game driven by reputation and reinforcement learning
Hu, Z., Zhu, Y., Zhao, D., & Xia, C. (2025) · Chaos Solitons & Fractals · doi:10.1016/j.chaos.2025.117623 · Cited by 12
Human infants can override possessive tendencies to share valued items with others
Barragan, R. C., & Meltzoff, A. N. (2021) · Scientific Reports · doi:10.1038/s41598-021-88898-x · Cited by 13
Carroll, N. G. (2025) · Philosophy & Technology · doi:10.1007/s13347-025-00881-w · Cited by 8
Chen, W., & Wu, T. (2021) · New Journal of Physics · doi:10.1088/1367-2630/ac20e8 · Cited by 8
Latusek, D., & Hensel, P. G. (2022) · Scandinavian Journal of Management · doi:10.1016/j.scaman.2021.101193 · Cited by 9
Anzabi, N., & Umemuro, H. (2023) · The Japanese Journal of Ergonomics · doi:10.5100/jje.59.258 · Cited by 7
Measuring an artificial intelligence language model’s trust in humans using machine incentives
Johnson, T., & Obradovich, N. (2024) · Journal of Physics Complexity · doi:10.1088/2632-072x/ad1c69 · Cited by 13
An evolutionary trust game model with group reputation within the asymmetric population
Zhou, C., Zhu, Y., Zhao, D., & Xia, C. (2024) · Chaos Solitons & Fractals · doi:10.1016/j.chaos.2024.115031 · Cited by 7
Actions speak louder than words: The adaptive use of behavioral repair strategies on trust recovery
Nelson, C. A., & Brown, J. R. (2024) · Industrial Marketing Management · doi:10.1016/j.indmarman.2024.08.004 · Cited by 7
The Value of Bad Ratings: An Experiment on the Impact of Distortions in Reputation Systems
Keser, C., & Späth, M. (2020) · Journal of Behavioral and Experimental Economics · doi:10.1016/j.socec.2021.101782 · Cited by 7
Zhang, Z., Yang, C., Han, W., Zhao, D., & Xia, C. (2025) · Chaos An Interdisciplinary Journal of Nonlinear Science · doi:10.1063/5.0307636 · Cited by 6
Dijital Pazarlama Güven Ölçeğinin Geliştirilmesi
Gürbüzer, Ş. G., & Haşıloğlu, S. B. (2024) · İnternet uygulamaları ve yönetimi/internet uygulamalarý ve yönetimi · doi:10.34231/iuyd.1398034 · Cited by 13
Temporal interaction and its role in the evolution of cooperation
He, Y., Ren, T., Zeng, X., Liang, H., Yu, L., & Zheng, J. (2024) · Physical review. E · doi:10.1103/physreve.110.024210 · Cited by 6
Evolution of trust in N-player trust games with loss assessment
Liu, Y., Wang, L., Guo, R., Hua, S., Liu, L., & Liang, Z. (2024) · Chaos An Interdisciplinary Journal of Nonlinear Science · doi:10.1063/5.0228886 · Cited by 6
Evolutionary dynamics of trust in hierarchical populations with varying investment strategies
Zhou, C., Zhu, Y., Xia, C., & Chica, M. (2025) · Journal of The Royal Society Interface · doi:10.1098/rsif.2024.0734 · Cited by 6
Criticality and Griffiths phases in random games with quenched disorder
Amaral, M. A., & de Oliveira, M. M. (2021) · Physical review. E · doi:10.1103/physreve.104.064102 · Cited by 6
Effects of game willingness on the evolution of fairness in the ultimatum game
Deng, L., Chi, J., Wang, C., & Yuan, X. (2022) · Physics Letters A · doi:10.1016/j.physleta.2022.128139 · Cited by 6
Pinning control of social fairness in the ultimatum game
Zheng, G., Zhang, J., Ding, Z., Ma, L., & Chen, L. (2023) · Journal of Statistical Mechanics Theory and Experiment · doi:10.1088/1742-5468/accf07 · Cited by 6
Language-based game theory in the age of artificial intelligencePreprint
Capraro, V., Paolo, R. D., Perc, M., & Pizziol, V. (2024) · doi:10.31234/osf.io/cuf8z · Cited by 6
Self-citationNon-participant externalities reshape the evolution of altruistic punishment
Song, Z., Shen, C., Capraro, V., & Han, T. A. (2026) · Journal of The Royal Society Interface · doi:10.1098/rsif.2025.0820 · Cited by 5
Self-citationInformation synergy maximizes the growth rate of heterogeneous groups
Kemp, J., Kline, A. G., & Bettencourt, L. M. A. (2024) · PNAS Nexus · doi:10.1093/pnasnexus/pgae072 · Cited by 5
Tale of one emergent game: Opinion formation in dynamical undirected hypergraphs
Wang, Y., Liu, Y., & Wu, B. (2025) · Chaos An Interdisciplinary Journal of Nonlinear Science · doi:10.1063/5.0283611 · Cited by 5
Evolution of trust in the N-player trust game with the margin system
Guo, R., Liu, L., Liu, Y., & Zhang, L. (2024) · Applied Mathematics and Computation · doi:10.1016/j.amc.2024.128649 · Cited by 5
How punishment and memory mechanism affect cooperative emergence in prisoner’s dilemma game
Lu, J., Zhang, P., & Li, D. (2021) · International Journal of Modern Physics C · doi:10.1142/s0129183121501394 · Cited by 6
Evolutionary dynamics in networked trust games with diverse investment patterns
Shang, L., Zhang, T., & Chang, M. (2023) · Europhysics Letters (EPL) · doi:10.1209/0295-5075/acb16f · Cited by 5
Xu, H., Huang, C., & Xia, C. (2026) · Applied Mathematical Modelling · doi:10.1016/j.apm.2026.116753 · Cited by 4
A brief review of evolutionary game dynamics in the reinforcement learning paradigm
Zheng, G., Ou, X., deng, S., Zhang, J., & Chen, L. (2026) · Communications in Theoretical Physics · doi:10.1088/1572-9494/ae503e · Cited by 4
Evolutionary dynamics of memory-one extortion and generosity on scale-free simplices
Zhu, L., Zhu, Y., & Xia, C. (2024) · Europhysics Letters (EPL) · doi:10.1209/0295-5075/ad49d3 · Cited by 4
Time delay effects on evolutionary dynamics of N-player trust game with diverse investment behaviors
Su, X., Guo, R., Hua, S., Liu, L., & Zhang, L. (2024) · Applied Mathematics and Computation · doi:10.1016/j.amc.2024.129177 · Cited by 5
Each Other’s World, Each Other’s Fate—Løgstrup’s Conception of Basic Trust
Christensen, A. S., & Eriksen, C. L. (2021) · International Journal of Philosophical Studies · doi:10.1080/09672559.2021.1885136 · Cited by 4
Trust-induced cooperation under the complex interaction of networks and emotions
Xie, Y., Bai, Y., Yankun, Z., & Peng, Z. (2024) · Chaos Solitons & Fractals · doi:10.1016/j.chaos.2024.114727 · Cited by 5
Nonlinear public goods game in dynamical environments
Jiang, Y., Wang, X., Zhu, W., Wei, M., Liu, L., Tang, S., & Zheng, H. (2026) · Applied Mathematical Modelling · doi:10.1016/j.apm.2026.116857 · Cited by 3
Disentangling trust from cooperation: Evolution of trust as reduced monitoring in social dilemmas
Perret, C. L., Han, T. A., Domingos, E. F., Cimpeanu, T., & Powers, S. T. (2026) · Chaos Solitons & Fractals · doi:10.1016/j.chaos.2026.118130 · Cited by 4
A general network complexity reduction method for cooperative evolution in structured populations
Wu, C., Deng, H., & Tu, C. (2024) · Chaos Solitons & Fractals · doi:10.1016/j.chaos.2024.115494 · Cited by 4
Strategically positioning non-competitive individuals can rescue cooperation in scale-free networks
Wang, J., Yu, F., Zhang, X., Feng, X., & Chen, W. (2023) · Europhysics Letters (EPL) · doi:10.1209/0295-5075/acf1c9 · Cited by 3
Measuring Trust at Zero-acquaintance: A Cross-cultural Study between Malaysians and Hungarians
Luna-Jiménez, C., Lutfi, S. L., Fernández-Martínez, F., & Tick, A. (2022) · IEEE International Conference on Intelligent Engineering Systems (INES) · doi:10.1109/ines56734.2022.9922615 · Cited by 3
Li, Z., Zhang, J., Chen, X., & Szolnoki, A. (2025) · IEEE Transactions on Artificial Intelligence · doi:10.1109/tai.2025.3592636 · Cited by 2
Marche, C., & Nitti, M. (2025) · Computer Networks · doi:10.1016/j.comnet.2025.111733 · Cited by 2
Chen, H., Li, W., Hong, L., Sun, A., & Cui, W. (2025) · IEEE Transactions on Computational Social Systems · doi:10.1109/tcss.2025.3605883 · Cited by 2
Evolutionary dynamics of trust with voluntary participation and group-shared sanctions
Liu, Y., Wang, L., Guo, R., Hua, S., Liu, L., Zhang, L., & Chen, X. (2025) · Expert Systems with Applications · doi:10.1016/j.eswa.2025.130030 · Cited by 3
Opinion dynamics on higher-order networks with stubbornness and trust.
Zheng, S., Sui, D.-Y., Liu, Y.-F., & Leng, S.-Y. (2026) · Chaos · doi:10.1063/5.0314686 · Cited by 3
Wu, Y., Bayat, D., Pour, F. Z. S., & Krüeger, F. (2026) · NeuroImage · doi:10.1016/j.neuroimage.2026.121778 · Cited by 2
Dynamics of a Delayed Interactive Model Applied to Information Dissemination in Social Networks
Zhang, Y., Liu, F., Koura, Y. H., & Su, Y. (2021) · Mathematical Problems in Engineering · doi:10.1155/2021/6611168 · Cited by 2
Generic catastrophic poverty when selfish investors exploit a degradable common resource
Gros, C. (2023) · Royal Society Open Science · doi:10.1098/rsos.221234 · Cited by 2
Coordination Dynamics in Technology Adoption
Ogbo, N. B., & Han, T. A. (2024) · Advances in medical technologies and clinical practice book series · doi:10.4018/979-8-3693-3226-9.ch016 · Cited by 3
Coevolution of cognition and cooperation in structured populations under reinforcement learning
Mastrandrea, R., Boncinelli, L., & Bilancini, E. (2024) · Chaos Solitons & Fractals · doi:10.1016/j.chaos.2024.114799 · Cited by 2
Metadata
- Authors
- Kumar, A., Capraro, V., & Perc, M.
- Affiliations
- Indian Institute of Science Education and Research Pune (IN)
- Middlesex University London (GB)
- China Medical University (TW)
- Corresponding author
- Capraro, Valerio
- Venue
- Journal of The Royal Society Interface
- Publisher
- The Royal Society
- Published
- 2020-08
- Volume
- 17
- Issue
- 169
- Pages
- 20200491
- ISSN
- 1742-5662 (ISSN-L)
- 1742-5689
- PMC
- PMC7482572
- OpenAlex
- W3048692749
- Cited by
- 148
- References
- 97
- Citations by year
- 2026: 27 · 2025: 27 · 2024: 30 · 2023: 21 · 2022: 13 · 2021: 23 · 2020: 7
- FWCI
- 21.40
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- Locations
- Journal of The Royal Society Interface (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Middlesex University Research Repository (Middlesex University Of London) (acceptedVersion)
- arXiv (Cornell University) (submittedVersion)
- BOA (University of Milano-Bicocca) (submittedVersion)
- arXiv (Cornell University)
- Topics
- Social Sciences › Sociology and Political Science › Evolutionary Game Theory and Cooperation
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Experimental Behavioral Economics Studies
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Evolutionary Psychology and Human Behavior
- Keywords
- trustworthiness, trust game, cooperation, social networks, scale-free networks, random networks, well-mixed populations, lattice networks, reputation, prosocial behavior, evolutionary dynamics
- MeSH terms
- Probability, Trust
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review