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Measuring ethical behavior with AI and natural…

Measuring ethical behavior with AI and natural…

  • Kelemen, M. & Peltonen, T. Ethics, morality and the subject: The contribution of Zygmunt Bauman and Michel Foucault to ‘postmodern’ business ethics. Scand. J. Manage. 17, 151–166 (2001).

    Google Scholar 

  • Wolfson, H. A. Philosophy of Spinoza (Harvard University Press, 1934).

    Google Scholar 

  • Palese, E. Ethics without morality, morality without ethics—Politics, identity, responsibility in our contemporary world. Open J. Philos. 03, 366–371 (2013).

    Google Scholar 

  • Schwartz, S. H. et al. Refining the theory of basic individual values. J. Pers. Soc. Psychol. 103, 663–688 (2012).

    PubMed  Google Scholar 

  • Graeber, D. & Wengrow, D. The Dawn of Everything: A New History of Humanity (Penguin UK, 2021).

    Google Scholar 

  • Green, E. Lots of people who support gay marriage think gay sex is immoral. The Atlantic (2014).

  • De Oliveira, J. M. & Gloor, P. A. GalaxyScope: Finding the “truth of tribes” on social media. In Collaborative Innovation Networks (eds Grippa, F. et al.) 153–164 (Springer, 2018).

    Google Scholar 

  • Benston, G. J. & Hartgraves, A. L. Enron: What happened and what we can learn from it. J. Account. Public Policy 21, 105–127 (2002).

    Google Scholar 

  • Schwartz, M. S. Universal moral values for corporate codes of ethics. J. Bus. Ethics 59, 27–44 (2005).

    Google Scholar 

  • Nussbaum, M. C. Hiding from humanity: Disgust, shame, and the law. J. Appl. Philos. 24, 329. https://doi.org/10.1111/j.1468-5930.2007.00384.x (2009).

    Article  Google Scholar 

  • Shank, C. A. Deconstructing the corporate psychopath: An examination of deceptive behavior. Rev. Behav. Financ. 10, 163 (2018).

  • Frey, B. S. & Meier, S. Are political economists selfish and indoctrinated? Evidence from a natural experiment. Econom. Inquiry 41, 448 (2003).

    Google Scholar 

  • Boddy, C. R. Psychopathic leadership a case study of a corporate psychopath CEO. J. Bus. Ethics 145, 141–156 (2017).

    Google Scholar 

  • Landay, K., Harms, P. D. & Credé, M. Shall we serve the dark lords? A meta-analytic review of psychopathy and leadership. J. Appl. Psychol. 104, 183–196 (2019).

    PubMed  Google Scholar 

  • Babiak, P., Neumann, C. S. & Hare, R. D. Corporate psychopathy: Talking the walk. Behav. Sci. Law 28, 174–193 (2010).

    PubMed  Google Scholar 

  • Parris, D. L. & Peachey, J. W. A systematic literature review of servant leadership theory in organizational contexts. J. Bus. Ethics 113, 377–393 (2013).

    Google Scholar 

  • Schein, E. H. & Schein, P. A. Humble Leadership: The Power of Relationships, Openness, and Trust (Berrett-Koehler Publishers, 2018).

    Google Scholar 

  • Ancona, D., Backman, E. & Isaacs, K. Nimble leadership. Harv. Bus. Rev. 97, 74–83 (2019).

    Google Scholar 

  • Brown, M. E., Treviño, L. K. & Harrison, D. A. Ethical leadership: A social learning perspective for construct development and testing. Organ. Behav. Hum. Decis. Process. 97, 117–134 (2005).

    Google Scholar 

  • Cova, B. & Cova, V. Tribal aspects of postmodern consumption research: The case of French in-line roller skaters. J. Consum. Behav. 1, 67–76 (2001).

    Google Scholar 

  • Morgan, L. & Gloor, P. A. Identifying virtual tribes by their language in enterprise email archives. In Digital Transformation of Collaboration (eds Przegalinska, A. et al.) 95–110 (Springer, 2020).

    Google Scholar 

  • Barnea, M. F. & Schwartz, S. H. Values and voting. Polit. Psychol. 19, 17–40 (1998).

    Google Scholar 

  • Graham, J. et al. Moral foundations theory. Adv. Exp. Soc. Psychol. 47, 55–130 (2013).

    Google Scholar 

  • Bardi, A. & Schwartz, S. H. Values and behavior: Strength and structure of relations. Pers. Soc. Psychol. Bull. 29, 1207–1220 (2003).

    PubMed  Google Scholar 

  • Aquino, K., Freeman, D., Reed, A., Lim, V. K. G. & Felps, W. Testing a social-cognitive model of moral behavior: The interactive influence of situations and moral identity centrality. J. Pers. Soc. Psychol. 97, 123–141 (2009).

    PubMed  Google Scholar 

  • Aquino, K. & Reed, A. The self-importance of moral identity. J. Pers. Soc. Psychol. 83, 1423–1440 (2002).

    PubMed  Google Scholar 

  • Hasan, I., Kobeissi, N., Liu, L. & Wang, H. Corporate social responsibility and firm financial performance: The mediating role of productivity. J. Bus. Ethics 149, 671–688 (2018).

    Google Scholar 

  • Jiang, D.-Y., Lin, Y.-C. & Lin, L.-C. Business moral values of supervisors and subordinates and their effect on employee effectiveness. J. Bus. Ethics 100, 239–252 (2011).

    Google Scholar 

  • Bandura, A. Self-efficacy: Toward a unifying theory of behavioral change. Psychol. Rev. 84, 191–215 (1977).

    CAS  PubMed  Google Scholar 

  • Holtz, B. C. & Harold, C. M. Effects of leadership consideration and structure on employee perceptions of justice and counterproductive work behavior. J. Organ. Behav. 34, 492–519 (2013).

    Google Scholar 

  • Deshpande, S. P., Joseph, J. & Prasad, R. Factors impacting ethical behavior in hospitals. J. Bus. Ethics 69, 207–216 (2006).

    Google Scholar 

  • Palanski, M. E., Kahai, S. S. & Yammarino, F. J. Team virtues and performance: An examination of transparency, behavioral integrity, and trust. J. Bus. Ethics 99, 201–216 (2011).

    Google Scholar 

  • Seidman, D. Why moral leadership matters now more than ever. World Economic Forum https://www.weforum.org/agenda/2021/02/why-moral-leadership-matters-now-more-than-ever/. Accessed 24 Feb 2022 (2021).

  • Kalshoven, K., Den Hartog, D. N. & De Hoogh, A. H. B. Ethical leader behavior and big five factors of personality. J. Bus. Ethics 100, 349–366 (2011).

    Google Scholar 

  • Sholihin, M. & Pike, R. Fairness in performance evaluation and its behavioural consequences. Account. Bus. Res. 39, 397–413 (2009).

    Google Scholar 

  • Lyubomirsky, S., King, L. & Diener, E. The benefits of frequent positive affect: Does happiness lead to success? Psychol. Bull. 131, 803–855 (2005).

    PubMed  Google Scholar 

  • Bowen, D. E., Gilliland, S. W. & Folger, R. HRM and service fairness: How being fair with employees spills over to customers. Organ. Dyn. 27, 7–23 (1999).

    Google Scholar 

  • Cropanzano, R., Bowen, D. E. & Gilliland, S. W. The management of organizational justice. Acad. Manage. Perspect. 21, 34–48 (2007).

    Google Scholar 

  • Demirtas, O. & Akdogan, A. A. The effect of ethical leadership behavior on ethical climate, turnover intention, and affective commitment. J. Bus. Ethics 130, 59–67 (2015).

    Google Scholar 

  • Knafo, A. & Sagiv, L. Values and work environment: Mapping 32 occupations. Eur. J. Psychol. Educ. 19, 255 (2004).

    Google Scholar 

  • Schwartz, S. H. et al. Extending the cross-cultural validity of the theory of basic human values with a different method of measurement. J. Cross Cult. Psychol. 32, 519–542 (2001).

    Google Scholar 

  • Schwartz, S. H. Are there universal aspects in the structure and contents of human values? J. Soc. Issues 50, 19–45 (1994).

    Google Scholar 

  • Kelly, E. L. Consistency of the adult personality. Am. Psychol. 10, 659–681 (1955).

    Google Scholar 

  • Jackson, J. J., Connolly, J. J., Garrison, S. M., Leveille, M. M. & Connolly, S. L. Your friends know how long you will live: A 75-year study of peer-rated personality traits. Psychol. Sci. 26, 335–340 (2015).

    PubMed  Google Scholar 

  • Pinsonneault, A. & Kraemer, K. Survey research methodology in management information systems: An assessment. J. Manage. Inf. Syst. 10, 75–105 (1993).

    Google Scholar 

  • Gloor, P., Fronzetti Colladon, A., de Oliveira, J. M. & Rovelli, P. Put your money where your mouth is: Using deep learning to identify consumer tribes from word usage. Int. J. Inf. Manage. 51, 101924 (2020).

    Google Scholar 

  • Hochreiter, S. & Schmidhuber, J. Long short-term memory. Neural Comput. 9, 1735–1780 (1997).

    CAS  PubMed  Google Scholar 

  • Abadi, M. TensorFlow: Learning functions at scale. In Proc. 21st ACM SIGPLAN International Conference on Functional Programming 1–1 (ACM, 2016). https://doi.org/10.1145/2951913.2976746.

  • Gloor, P. et al. Identifying tribes on twitter through shared context. In Collaborative Innovation Networks (eds Song, Y. et al.) 91–111 (Springer, 2019).

    Google Scholar 

  • Jones, J. T., Pelham, B. W., Carvallo, M. & Mirenberg, M. C. How do I love thee? Let me count the Js: Implicit egotism and interpersonal attraction. J. Pers. Soc. Psychol. 87, 665 (2004).

    PubMed  Google Scholar 

  • Gloor, P. A. & Fronzetti Colladon, A. Heart beats brain: Measuring moral beliefs through e-mail analysis. In Digital Transformation of Collaboration (eds Przegalinska, A. et al.) (Springer, 2020).

    Google Scholar 

  • Gloor, P. A. Happymetrics: Leveraging AI to Untangle the Surprising Link Between Ethics, Happiness, and Business Success (2022).

  • Guadagno, R. E., Okdie, B. M. & Eno, C. A. Who blogs? Personality predictors of blogging. Comput. Hum. Behav. 24, 1993–2004 (2008).

    Google Scholar 

  • Reichheld, F. F. The one number you need to grow. Harv. Bus. Rev. 81, 46–54 (2003).

    PubMed  Google Scholar 

  • Fronzetti Colladon, A. & Gloor, P. Measuring the impact of spammers on e-mail and Twitter networks. Int. J. Inf. Manage. 48, 254–262 (2019).

    Google Scholar 

  • Wilson-Mendenhall, C. D., Barrett, L. F. & Barsalou, L. W. Neural evidence that human emotions share core affective properties. Psychol. Sci. 24, 947–956 (2013).

    PubMed  Google Scholar 

  • Posner, J., Russel, J. A., Peterson, B. S., Russell, J. A. & Peterson, B. S. The circumplex model of affect: An integrative approach to affective neuroscience, cognitive development, and psychopathology. Dev. Psychopathol. 17, 715–734 (2005).

    PubMed  PubMed Central  Google Scholar 

  • Eisenberg, N. Emotion, regulation, and moral development. Annu. Rev. Psychol. 51, 665–697 (2000).

    CAS  PubMed  Google Scholar 

  • Jack, R. E., Garrod, O. G. B. & Schyns, P. G. Dynamic facial expressions of emotion transmit an evolving hierarchy of signals over time. Curr. Biol. 24, 187–192 (2014).

    CAS  PubMed  Google Scholar 

  • Barrett, L. & Russel, J. The Psychological Construction of Emotion (The Guilford Press, 2014).

    Google Scholar 

  • Gloor, P. A. et al. Your face mirrors your deepest beliefs—Predicting personality and morals through facial emotion recognition. Future Internet 14, 5 (2022).

    Google Scholar 

  • Saif, M. & Turney, P. Emotions evoked by common words and phrases: Using mechanical turk to create an emotion lexicon. In Proc. NAACL HLT 2010 Workshop on Computational Approaches to Analysis and Generation of Emotion in Text 26–34 (Association for Computational Linguistics, 2010).

  • Ekman, P. An argument for basic emotions. Cogn. Emot. 6, 169–200 (1992).

    Google Scholar 

  • Merten, F. & Gloor, P. Too much E-mail decreases job satisfaction. Procedia Soc. Behav. Sci. 2, 6457–6465 (2010).

    Google Scholar 

  • Wasserman, S. & Faust, K. Social Network Analysis: Methods and Applications (Cambridge University Press, 1994).

    MATH  Google Scholar 

  • Gloor, P. A. & Grippa, F. Creating collaborative innovation networks (COINs) to reduce infant mortality. In Collaborative Innovation Networks (eds Grippa, F. et al.) 75–91 (Springer, 2018).

    Google Scholar 

  • Gloor, P. Sociometrics and Human Relationships: Analyzing Social Networks to Manage Brands, Predict Trends, and Improve Organizational Performance (Emerald Publishing Limited, 2017).

    Google Scholar 

  • Grant, A. Give and Take: A Revolutionary Approach to Success (Orion Publishing Group Ltd, 2014).

    Google Scholar 

  • Helliwell, J. F., Huang, H. & Wang, S. Social capital and well-being in times of crisis. J. Happiness Stud. 15, 145–162 (2014).

    Google Scholar 

  • Gloor, P., Fronzetti Colladon, A., Giacomelli, G., Saran, T. & Grippa, F. The impact of virtual mirroring on customer satisfaction. J. Bus. Res. 75, 67–76 (2017).

    Google Scholar 

  • Owens, B. P., Johnson, M. D. & Mitchell, T. R. Expressed humility in organizations: Implications for performance, teams, and leadership. Organ. Sci. 24, 1517–1538 (2013).

    Google Scholar 

  • Nevicka, B., Ten Velden, F. S., De Hoogh, A. H. B. & Van Vianen, A. E. M. Reality at odds with perceptions. Psychol. Sci. 22, 1259–1264 (2011).

    PubMed  Google Scholar 

  • Buffardi, L. E. & Campbell, W. K. Narcissism and social networking web sites. Pers. Soc. Psychol. Bull. 34, 1303–1314 (2008).

    PubMed  Google Scholar 

  • James, K., Brodersen, M. & Eisenberg, J. Workplace affect and workplace creativity: A review and preliminary model. Hum. Perform. 17, 169–194 (2004).

    Google Scholar 

  • Gemünden, H. G., Salomo, S. & Hölzle, K. Role models for radical innovations in times of open innovation. Creat. Innov. Manage. 16, 408–421 (2007).

    Google Scholar 

  • Cagiltay, N. E., Ozcelik, E. & Ozcelik, N. S. The effect of competition on learning in games. Comput. Educ. 87, 35–41 (2015).

    Google Scholar 

  • Johnson, R. E. et al. Acting superior but actually inferior?: Correlates and consequences of workplace arrogance. Hum. Perform. 23, 403–427 (2010).

    Google Scholar 

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