Are you letting the machines decide your metrics?
AI can default to measuring whatever is easiest to find and simplest for another system to score, regardless of intent. Time for some human oversight, says Robert Vilkelis. ...
by Ginka Toegel Published March 14, 2024 in Brain Circuits • 4 min read
I don’t believe that women lack the confidence to succeed in business. Instead, women seem to be more likely than men to think that others have lower confidence in their abilities, as I explored in a previous article.
Research published in Academy of Management Discoveries found that, despite persistent stereotypes, women are actually more likely to negotiate their salaries than men.
Research shows that men are promoted for leadership potential while women are promoted for performance. This is because managers tend to consistently underestimate women’s leadership potential.
It’s perfectly normal, and in fact quite healthy, to have some doubts or mild anxiety before starting a new role, for example. After all, this is what makes us human. By pathologizing it as a “syndrome” that is more likely to affect women, we are once again suggesting that women need to be fixed. By continuing to perpetuate these myths, the danger is that they become self-fulfilling.
“In politics, If you want anything said, ask a man. If you want anything done, ask a woman.”- Margaret Thatcher
Here’s a quick list of three remedies to start tackling gendered misconceptions and take the onus off women alone:
To reduce implicit or unconscious gender bias in hiring and promotion decisions, evaluate the merits of two or more applicants at the same time rather than assessing them one by one. Joint evaluations tend to compare candidates based on performance rather than any implicit gender basis.
With pressure for equal pay continuing to grow, there are now a number of non-profit organizations, such as the Equal Salary Foundation, that provide a certification process enabling companies to verify and communicate that they pay their male and female employees equally for the same job or for the same value.
Research has found that 62% of men had a mentor at the CEO or senior executive level compared to 52% of women.
Professor of Organizational Behavior
Ginka Toegel is a teacher, facilitator, and researcher in the areas of leadership and human behavior. Specialized in providing one-to-one leadership coaching and team-building workshops to top management teams in both the public and private sector, her major research focuses on leadership development, team dynamics, and coaching. She is also Director of the Strategies for Leadership program and the Mobilizing People program.
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Professor of Organizational Behavior
Ginka Toegel is a teacher, facilitator, and researcher in the areas of leadership and human behavior. Specialized in providing one-to-one leadership coaching and team-building workshops to top management teams in both the public and private sector, her major research focuses on leadership development, team dynamics, and coaching. She is also Director of the Strategies for Leadership program and the Mobilizing People program.
October 15, 2026 • by Robert Vilkelis in Brain Circuits
AI can default to measuring whatever is easiest to find and simplest for another system to score, regardless of intent. Time for some human oversight, says Robert Vilkelis. ...
October 14, 2026 • by Peter Lorange, Peter Vogel in Brain Circuits
Two actionable toolkits to preserve control: flexible exits with governance frameworks, and family councils that foster cohesion...
October 13, 2026 • by Michael R. Wade, Konstantinos Trantopoulos , Mark J. Greeven in Brain Circuits
Uncover what truly drives value in digital ecosystems: debunk myths and learn governance, data practices, and collaboration strategies...
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