Related Experiment Video
Updated: Feb 18, 2026

09:07
Experimental Research Examining How People Can Cope with Uncertainty Through Soft Haptic Sensations
Published on: September 16, 2015
9.5K
The digital transformation, corporate uncertainty, and CEO risk preference
Xianjun Bao1, Minghui Lan2, Nan Li3
1Asia Australia Business College, Liaoning University, Shenyang, China.
Scientific Reports
|February 16, 2026
Summary
Digital transformation makes CEOs less willing to take risks by reducing company uncertainty. These effects differ based on CEO and firm characteristics, impacting executive behavior.
Area of Science:
- Business Administration
- Information Systems
- Behavioral Economics
Background:
- Digital transformation is reshaping business operations and strategic decision-making.
- Understanding the impact of technological advancements on executive behavior is crucial for organizational success.
- CEO risk preference is a key determinant of firm strategy and performance.
Purpose of the Study:
- To investigate the effect of digital transformation on CEO risk preference.
- To explore the underlying mechanisms linking digital transformation to changes in CEO risk-taking behavior.
- To examine how CEO and firm characteristics moderate this relationship.
Main Methods:
- Utilized a text-mining approach to quantify digital transformation for Chinese listed firms (2015-2023).
- Employed multiple behavioral proxies to measure CEO risk preference.
- Conducted mechanism and heterogeneity analyses to validate findings.
Main Results:
- Digital transformation significantly increases CEO risk aversion.
- Reduced firm-level uncertainty is identified as a primary mechanism driving this effect.
- The impact of digital transformation on CEO risk preference varies with CEO attributes (age, tenure, compensation, tech background) and firm characteristics.
Conclusions:
- Digital transformation not only alters organizational processes but also shapes managerial risk tendencies.
- Technological change has profound behavioral micro-foundations influencing executive decision-making.
- Findings offer novel insights into the behavioral impacts of digitalization on corporate governance.
Related Concept Videos
Equity Theory
320
Equity theory explains how our sense of fairness influences the dynamics of close relationships. Rooted in social psychology, the theory posits that individuals evaluate fairness by comparing the ratio of their contributions to the rewards they receive. Relationship satisfaction is highest when these ratios are perceived as balanced between partners, promoting mutual reciprocity and a sense of justice.Equity vs. Equality in RelationshipsEquity is distinct from equality. Fairness does not...
320
Decision Making
1.0K
Decision-making is a fundamental cognitive process that involves evaluating alternatives and selecting among them. This process can range from simple choices, such as deciding what to wear, to complex decisions, like choosing a major in college or a career path. The complexity of the decision often dictates the approach we use, which can be broadly categorized into two types: automatic and controlled decision-making.
Automatic decision-making is fast, intuitive, and relies on gut feelings...
Automatic decision-making is fast, intuitive, and relies on gut feelings...
1.0K
Uncertainty: Overview
1.8K
In analytical chemistry, we often perform repetitive measurements to detect and minimize inaccuracies caused by both determinate and indeterminate errors. Despite the cares we take, the presence of random errors means that repeated measurements almost never have exactly the same magnitude. The collective difference between these measurements - observed values - and the estimated or expected value is called uncertainty. Uncertainty is conventionally written after the estimated or expected value.
1.8K
Application of Differentiation to Business
241
Calculus offers essential techniques for businesses seeking to optimize pricing strategies and revenue. In this case, a bakery wants to determine the ideal price and daily sales volume to maximize revenue. By modeling how changes in price affect demand and revenue, the bakery can apply calculus to make data-driven decisions.The demand function relates the price per cupcake to the number of cupcakes sold and captures how lower prices increase sales. Based on market data, the demand function can...
241
Dark Triad and Person Perception
317
Person perception is influenced by both external behaviors and the observer’s internal characteristics, including personality traits. Individuals with dark personality traits, comprising psychopathy, Machiavellianism, and narcissism — collectively known as the dark triad – exhibit manipulative and exploitative tendencies in social contexts. These traits affect how they perceive others and how they are perceived.The Role of Dark Personality Traits in Person PerceptionBlack et...
317
Reason and Intuition
7.6K
The human brain processes information for decision-making using one of two routes: an intuitive system and a rational system (Epstein, 1994; popularized by Kahneman, 2011 as System 1 and System 2, respectively). The intuitive system is quick, impulsive, and operates with minimal effort, relying on emotions or habits to provide cues for what to do next, while the rational system is logical, analytical, deliberate, and methodical. Research in neuropsychology suggests that the...
7.6K
