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How can maritime automation and autonomy be safely implemented? A mixed-method topic model
Aalberg, Asbjørn Lein; Kongsvik, Trond
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## Bibliographic Reference Aalberg, A.L. & Kongsvik, T. (2026) 'How can maritime automation and autonomy be safely implemented? A mixed-method topic model', *WMU Journal of Maritime Affairs*. doi: 10.1007/s13437-025-00401-9. `aalberg2026trust` ## Routing - **Primary KB**: human-centered-design-kb (trust in automation, human-automation teaming) - **Cross-links**: remote-operations-kb (MASS, remote control), maritime-domain-kb (seafarer attitudes) - **Compiles to**: trust-in-automation ## Notes Mixed-method study (N = 1,009 bridge officers) using qualitative coding and structural topic modeling to identify 12 integrated topics on safety factors for maritime automation. Maps findings to Lee & See's (2004) trust model. Key finding: seafarers are concerned about automation reliability and redundancy, and call for continued human presence, oversight, and control.
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