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Published July 16, 2026 | Version v1.0
Dataset Restricted

Data and Code: BRM Knowledge and Authority-Gradient Attitudes among Naval Cadets

  • 1. Department of Seamanship and Navigation, Education Division, Royal Thai Naval Academy

Description

De-identified dataset, research instruments, content-validity evidence, and analysis code from a study of Bridge Resource Management training at a naval academy.

Participants were all third-year cadets enrolled in a Bridge Resource Management course (census sample, N = 70), none of whom held prior ship-command experience. Two instruments were administered: an 11-item multiple-choice knowledge test aligned with STCW competency statements, and a 22-item attitude scale adapted from the Cockpit Management Attitudes Questionnaire, measuring stated willingness to challenge a superior on a safety matter.

Files are numbered in reading order. Raw item responses are stored without reverse-coding applied, so that the scoring can be verified independently; the codebook gives the reverse-scoring rule, subscale composition, and scoring direction. The analysis script reproduces every statistic reported in the associated manuscript directly from the dataset.

The design is cross-sectional and attitude-level. It measures stated attitudes, not observed behaviour, and cannot establish causation.

Results are reported in a manuscript currently under peer review. The full description and the associated article DOI will be added to this record on acceptance.

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Additional details

Dates

Collected
2026-07-08/2026-07-09

Software

Programming language
Python

References

  • Rovinelli, R.J., & Hambleton, R.K. (1977). On the use of content specialists in the assessment of criterion-referenced test item validity. Dutch Journal of Educational Research, 2, 49-60.
  • Lynn, M.R. (1986). Determination and quantification of content validity. Nursing Research, 35(6), 382-385.
  • Polit, D.F., & Beck, C.T. (2006). The content validity index: Are you sure you know what's being reported? Critique and recommendations. Research in Nursing & Health, 29(5), 489-497.