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This study introduces a testlet-based model for measuring the speed, accuracy, and oral reading fluency of students. Similar to testlet response models, a binomial-lognormal hierarchical speed and accuracy model is extended to account for dependency among sentences within passages. The utility of the model is demonstrated on an empirical dataset.