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Although companies are exhorted to provide more information to the financial community, it is evident that they choose different paths based upon their strategic emphasis and competitive environments. Our investigation explores the…

综合金融 · 定量金融 2020-08-11 Rajiv Kashyap , Mohamed Menisy , Peter Caiazzo , Jim Samuel

A privately-informed sender can commit to any disclosure policy towards a receiver. We show that full disclosure is optimal under a sufficient condition with some desirable properties. First, it speaks directly to the utility functions of…

理论经济学 · 经济学 2023-02-15 Emiliano Catonini , Sergey Stepanov

A policymaker discloses public information to interacting agents who also acquire costly private information. More precise public information reduces the precision and cost of acquired private information. Considering this effect, what…

理论经济学 · 经济学 2022-04-08 Takashi Ui

Global climate warming and air pollution pose severe threats to economic development and public safety, presenting significant challenges to sustainable development worldwide. Corporations, as key players in resource utilization and…

综合经济学 · 经济学 2025-10-29 Zehao Lin

Transparency is often deemed critical to enable effective real-world deployment of intelligent systems. Yet the motivations for and benefits of different types of transparency can vary significantly depending on context, and objective…

计算机与社会 · 计算机科学 2019-08-20 Adrian Weller

We consider a team-production environment where all participants are motivated by career concerns, and where a team's joint productive outcome may have different reputational implications for different team members. In this context, we…

理论经济学 · 经济学 2023-05-08 Paula Onuchic , João Ramos

The goal of climate change governance is to stabilize greenhouse gas concentrations. This requires the reduction of anthropogenic global net emissions. In the pursuit of such a reduction, knowledge of greenhouse gas sources and sinks is…

物理与社会 · 物理学 2016-07-11 Sébastien Philippe

Central to privacy concerns is that firms may use consumer data to price discriminate. A common policy response is that consumers should be given control over which firms access their data and how. Since firms learn about a consumer's…

理论经济学 · 经济学 2020-08-18 S. Nageeb Ali , Greg Lewis , Shoshana Vasserman

Alignment of financial market incentives and carbon emissions disincentives is key to limiting global warming. Regulators and standards bodies have made a start by requiring some carbon-related disclosures and proposing others. Here we go…

风险管理 · 定量金融 2022-02-17 Chris Kenyon , Mourad Berrahoui , Andrea Macrina

We examine how uncertain veracity of external news influences investor beliefs, market prices and corporate disclosures. Despite assuming independence between the news' veracity and the firm's endowment with private information, we find…

理论经济学 · 经济学 2023-08-21 Jonathan Libgober , Beatrice Michaeli , Elyashiv Wiedman

I study a model of advisors with hidden motives: a seller discloses information about an object's value to a potential buyer, who doesn't know the object's value or how profitable the object's sale is to the seller (the seller's motives). I…

理论经济学 · 经济学 2023-05-08 Paula Onuchic

Algorithmic transparency entails exposing system properties to various stakeholders for purposes that include understanding, improving, and contesting predictions. Until now, most research into algorithmic transparency has predominantly…

Information sharing among organizations has been gaining attention as a method for improving cybersecurity. However, the associated disclosure costs act as deterrents for firms' voluntary cooperation. In this work, we take a game-theoretic…

计算机科学与博弈论 · 计算机科学 2020-01-20 Parinaz Naghizadeh , Mingyan Liu

The disposition effect describes investors' irrational behavior of selling profitable assets too soon while holding onto losing assets for too long. This study examines the impact of transparency at the firm level on the disposition effect…

综合金融 · 定量金融 2026-05-11 Siliu Chen , Fei Ren

Open data are held to contribute to a wide variety of social and political goals, including strengthening transparency, public participation and democratic accountability, promoting economic growth and innovation, and enabling greater…

计算机与社会 · 计算机科学 2025-12-08 Frederik Zuiderveen Borgesius , Jonathan Gray , Mireille van Eechoud

Machine learning systems are increasingly used to support public sector decision-making across a variety of sectors. Given concerns around accountability in these domains, and amidst accusations of intentional or unintentional bias, there…

计算机与社会 · 计算机科学 2018-11-06 Michael Veale

In response to China's national carbon neutrality goals, this study examines how corporate carbon emissions disclosure affects the financial performance of Chinese A-share listed companies. Leveraging artificial intelligence tools,…

综合经济学 · 经济学 2025-08-26 Xiyuan Zhou , Xinlei Wang , Xiang Fei , Wenxuan Liu , Bai-Chen Xie , Junhua Zhao

Climate change has increased demands for transparent and comparable corporate climate disclosures, yet imitation and symbolic reporting often undermine their value. This paper develops a multidimensional framework to assess disclosure…

计算与语言 · 计算机科学 2025-10-03 Bertrand Kian Hassani , Yacoub Bahini , Rizwan Mushtaq

In a technical treatment, this article establishes the necessity of transparent privacy for drawing unbiased statistical inference for a wide range of scientific questions. Transparency is a distinct feature enjoyed by differential privacy:…

统计方法学 · 统计学 2022-09-20 Ruobin Gong

Should firms that apply machine learning algorithms in their decision-making make their algorithms transparent to the users they affect? Despite growing calls for algorithmic transparency, most firms have kept their algorithms opaque,…

计算机科学与博弈论 · 计算机科学 2020-08-24 Qiaochu Wang , Yan Huang , Stefanus Jasin , Param Vir Singh
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