Research & Insights

Peer-reviewed research and academic insights driving innovation in financial AI, market analysis, and information processing from our academic partnerships.

Featured Research

Peer-reviewed publications and working papers from our academic research initiatives.

Machine Learning Non-Answers Research

"Let Me Get Back to You"—A Machine Learning Approach to Measuring NonAnswers

Published in Management Science (2022), this groundbreaking study uses supervised machine learning to identify 1,364 trigrams that signal nonanswers in earnings calls, revolutionizing corporate communication analysis.

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Corporate Silence and Media Research

"Does a Firm's Silence Drive Media Attention Away?"

An innovative examination of the relationship between corporate information sharing strategies and media coverage patterns, providing insights into optimal communication practices for public companies.

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Financial Jargon Stock Performance Research

"How to Talk Down Your Stock Performance"

A comprehensive study examining how financial jargon and communication strategies during earnings calls directly impact market reactions and stock performance metrics.

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Plain Writing Act Market Efficiency Research

"Information flow and market efficiency - unintended side effects of the Plain Writing Act"

A paradoxical investigation revealing how legislation designed to improve clarity may inadvertently reduce market efficiency through information processing dynamics.

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ICO Conflicted Analysts Research

"Conflicted Analysts and Initial Coin Offerings"

Published in Management Science (2023), this study examines how analyst conflicts of interest affect ICO evaluations and investment recommendations, providing crucial insights into cryptocurrency market dynamics.

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ESG Sustainable Entrepreneurship Research

"Financing Sustainable Entrepreneurship: ESG Measurement, Valuation, and Performance"

Published in Journal of Business Venturing (2022), this comprehensive study explores how ESG factors influence venture capital decisions and startup valuations in the sustainable entrepreneurship ecosystem.

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Interested in academic partnerships or applying our research findings to your organization? Let's explore opportunities for collaboration and knowledge transfer.