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This study explores how one such factor, ambient noise, affects the measurement of mathematics achievement in urban high schools. A noise coping scale was first developed to evaluate how bothersome ambient noise is to students. Overall, about 40% of students were bothered by background noise during testing. Noise coping is found to be negatively correlated with math achievement score, or the more a student feels bothered by the noise, the lower the test score is likely to be. Noise coping accounts for about 10% of the achievement test score, comparable to that explained by GPA. These findings indicate a clear association between ambient noise and the measurement of math achievement.