Graders for China’s big college entrance exam often ignore the rules to reward students who write essays with 'moral correctness.'
March 17, 2026
Original Paper
Policy Mandates vs. Rater Cognition: Investigating Operational Validity in High-Stakes Chinese Writing Assessment
SSRN · 6428284
The Takeaway
Despite strict psychometric protocols, this research found a 'shadow rubric' where graders' implicit moral biases override explicit linguistic criteria. This suggests that in high-stakes testing, cultural schemas of 'correct' thinking are often more powerful than the actual rules of the test.
From the abstract
In high-stakes assessment, writing score validity depends on raters consistently operationalizing official rubrics. Using the Gaokao (China’s National College Entrance Examination) as a case study, this research investigates the alignment—and dissonance—between policy mandates and practitioner cognition. Data from 1,241 senior high school Chinese teachers in Zhejiang reveals a profound "operational disconnect": while teachers show high nominal adherence to official standards, their practical app