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Financial strain or dependence
Relationship stressor
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Case-wide
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Candidates preparing for multiple years faced extreme financial strain, as rural families invested significant income into living expenses in urban coaching hubs. The pressure was compounded by taunts from neighbors and continuous exam delays.
Context or trigger: Long-term preparation costs and rural background
Reported expression: Candidates described monthly living expenses of 10,000 to 15,000 rupees financed by farming families under heavy societal expectations.
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Explicitly reported
Confidence: High
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Emotional escalation
Escalation
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Case-wide
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The sudden introduction of a controversial vendor and unexpected exam center glitches caused acute emotional distress among students who had prepared for years. Interviewees reported that the interference completely ruined candidates' psychological well-being.
Context or trigger: Disruption during peak examination preparation
Reported expression: Reported severe psychological deterioration and ruined mental state among candidates due to sudden administrative hurdles.
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Explicitly reported
Confidence: High
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Help-seeking or disclosure
Coping response
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Case-wide
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Faced with non-functional equipment and erroneous question papers, students attempted adaptive help-seeking by petitioning government offices and demonstrating at Jantar Mantar before speaking openly to media reporters.
Context or trigger: Lack of official responsiveness to administrative complaints
Reported expression: Students and teachers organized public protests and spoke to press outlets to highlight systemic flaws.
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Explicitly reported
Confidence: High
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Moral disengagement
Cognitive pattern
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Case-wide
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Aspirants criticized commission authorities for minimizing administrative mistakes and justifying flawed AI-generated questions as 'virgin questions' while awarding contracts to tainted vendors at half price.
Context or trigger: Awarding tenders to lower-cost, previously blacklisted entities
Reported expression: Official rationalization of AI errors and vendor selection based on cost-saving rather than candidate transparency.
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Narrative-supported psychological state
Confidence: Moderate
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Situational vulnerability
Victim vulnerability
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Case-wide
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Aspirants experienced severe situational vulnerability when centers were assigned thousands of kilometers away or lacked basic digital infrastructure, effectively robbing them of fair competition opportunities.
Context or trigger: Flawed examination hall setup and remote center allocation
Reported expression: Candidates faced non-working computer mice, center shifts to distant regions, and physical intimidation by bouncers.
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Explicitly reported
Confidence: High
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Anger or resentment
Emotional state
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Case-wide
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Students expressed deep bitterness toward law enforcement and commission officials for responding to peaceful grievances with physical assault and public humiliation rather than constructive dialogue.
Context or trigger: Excessive police force and dismissive authority posture
Reported expression: Resentment regarding police lathi-charges against respected educators and lack of institutional accountability.
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Narrative-supported psychological state
Confidence: High
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