A Glimpse into the Boardroom Black Box: Attentional Bias, Power Dynamics and CEO Interconnectedness

2021 ◽  
Vol 2021 (1) ◽  
pp. 12174
Author(s):  
Juan Romero-McCarthy ◽  
German Cespedes
2019 ◽  
Vol 50 (2) ◽  
pp. 191-212 ◽  
Author(s):  
Andrea Pettrachin

AbstractComplementing and challenging the existing literature on the Italian asylum crisis, this article develops an actor-centred approach to open the ‘black box’ of asylum governance, showing the constitutive effects of governance on the asylum issue. It then applies this approach to the case of the Veneto region in Italy during the recent ‘refugee crisis’. By doing so, the article, first, investigates the cognitive mechanisms that shape key actors’ asylum policy decisions. Drawing concepts and ideas from framing and sensemaking theories, it shows that, while there is certainly a strategic element that shapes actors' policy preferences, there is also a meaningful cognitive component in asylum governance. Indeed, it argues that actors' strategies are shaped, more than by anti-immigration public attitudes per se (as often assumed), by how political actors make sense of these attitudes. The article then applies SNA to examine how actors' understandings are located within and depend upon network relations and investigate actors' agency, power and interactions. It ultimately shows that local asylum policy outcomes are deeply influenced by the ‘politics of policy-making’, that is by power dynamics and how powerful actors position themselves, behave and mobilize their understandings. Finally, by examining the impact of policy outputs on cognitive micro-level mechanisms, the article sheds light on the interplay between the ‘regulatory’ and the ‘public reaction’ dimensions of the Italian asylum crisis, illustrating the relationship between public attitudes on migration, frame emergence, asylum policy-making, politics and public mobilizations in the active constitution of the Italian asylum crisis.


Author(s):  
Joshua A. Kroll

Contrary to the criticism that mysterious, unaccountable black-box software systems threaten to make the logic of critical decisions inscrutable, we argue that algorithms are fundamentally understandable pieces of technology. Software systems are designed to interact with the world in a controlled way and built or operated for a specific purpose, subject to choices and assumptions. Traditional power structures can and do turn systems into opaque black boxes, but technologies can always be understood at a higher level, intensionally in terms of their designs and operational goals and extensionally in terms of their inputs, outputs and outcomes. The mechanisms of a system's operation can always be examined and explained, but a focus on machinery obscures the key issue of power dynamics. While structural inscrutability frustrates users and oversight entities, system creators and operators always determine that the technologies they deploy are fit for certain uses, making no system wholly inscrutable. We investigate the contours of inscrutability and opacity, the way they arise from power dynamics surrounding software systems, and the value of proposed remedies from disparate disciplines, especially computer ethics and privacy by design. We conclude that policy should not accede to the idea that some systems are of necessity inscrutable. Effective governance of algorithms comes from demanding rigorous science and engineering in system design, operation and evaluation to make systems verifiably trustworthy. Rather than seeking explanations for each behaviour of a computer system, policies should formalize and make known the assumptions, choices, and adequacy determinations associated with a system. This article is part of the theme issue ‘Governing artificial intelligence: ethical, legal, and technical opportunities and challenges’.


2020 ◽  
Vol 63 (10) ◽  
pp. 3349-3363
Author(s):  
Naomi H. Rodgers ◽  
Jennifer Y. F. Lau ◽  
Patricia M. Zebrowski

Purpose The purpose of this study was to examine group and individual differences in attentional bias toward and away from socially threatening facial stimuli among adolescents who stutter and age- and sex-matched typically fluent controls. Method Participants included 86 adolescents (43 stuttering, 43 controls) ranging in age from 13 to 19 years. They completed a computerized dot-probe task, which was modified to allow for separate measurement of attentional engagement with and attentional disengagement from facial stimuli (angry, fearful, neutral expressions). Their response time on this task was the dependent variable. Participants also completed the Social Anxiety Scale for Adolescents (SAS-A) and provided a speech sample for analysis of stuttering-like behaviors. Results The adolescents who stutter were more likely to engage quickly with threatening faces than to maintain attention on neutral faces, and they were also more likely to disengage quickly from threatening faces than to maintain attention on those faces. The typically fluent controls did not show any attentional preference for the threatening faces over the neutral faces in either the engagement or disengagement conditions. The two groups demonstrated equivalent levels of social anxiety that were both, on average, very close to the clinical cutoff score for high social anxiety, although degree of social anxiety did not influence performance in either condition. Stuttering severity did not influence performance among the adolescents who stutter. Conclusion This study provides preliminary evidence for a vigilance–avoidance pattern of attentional allocation to threatening social stimuli among adolescents who stutter.


2005 ◽  
Vol 38 (7) ◽  
pp. 49
Author(s):  
DEEANNA FRANKLIN
Keyword(s):  

2005 ◽  
Vol 38 (9) ◽  
pp. 31
Author(s):  
BETSY BATES
Keyword(s):  

2007 ◽  
Vol 40 (23) ◽  
pp. 7
Author(s):  
ELIZABETH MECHCATIE
Keyword(s):  

2008 ◽  
Vol 41 (8) ◽  
pp. 4
Author(s):  
BROOKE MCMANUS
Keyword(s):  

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