The same glitch looks different depending on the terrain. Finance, medicine, a
relationship, a team — same mechanism, different costume.
Finance & investing
Investors attribute market losses to the poor judgment of those who lost money while crediting gains to their own skill, reinforcing the belief that financial outcomes are deserved rather than partly random. This leads to under-diversification and excessive risk-taking based on the assumption that smart people don't lose money.
Medicine & diagnosis
Patients with lifestyle-related illnesses (e.g., lung cancer, obesity-related conditions) receive less empathy and lower-quality care from clinicians who implicitly believe the patients brought illness upon themselves. Patients themselves may delay seeking treatment out of self-blame, worsening outcomes.
Education & grading
Teachers may unconsciously attribute struggling students' poor performance to laziness or lack of ability rather than to external factors like unstable home environments, learning disabilities, or food insecurity. This reduces the likelihood of providing additional support to the students who need it most.
Relationships
People in relationships may rationalize a partner's suffering by attributing it to character flaws, reducing empathy during crises. Friends of someone going through a divorce may assume the person 'must have done something wrong,' distancing themselves rather than offering support.
Tech & product
Product designers may attribute user errors to user incompetence rather than poor design, resisting UI improvements because they believe competent users should be able to figure it out. Negative app reviews get dismissed as coming from users who 'didn't read the instructions.'
Workplace & hiring
HR departments and managers tend to view terminated employees as having deserved their firing, which discourages examination of systemic issues like toxic management, unclear expectations, or biased evaluation processes. Conversely, promoted individuals are presumed to be the most deserving, reinforcing existing hierarchies.
Politics Media
Voters and media consumers resist narratives about structural poverty or systemic discrimination because accepting them challenges the belief that outcomes are fair. This fuels opposition to welfare programs, affirmative action, and criminal justice reform, as people assume beneficiaries or victims are personally responsible for their circumstances.