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Article analysis:

The article "Developing a resilience index for safer and more resilient arctic shipping" presents an important topic regarding the growth of Arctic shipping and the need for effective tools to assess safety and resilience levels. The authors use the Fuzzy Analytical Hierarchy Process (FAHP) to develop a resilience index, which is based on data collected during a research voyage along the Northwest Passage in Canada.

One potential bias in this article is that the data collection was limited to one research voyage, which may not be representative of all Arctic shipping practices. Additionally, the sample size of 61 valid responses may not be sufficient to draw generalizable conclusions about Arctic shipping practices.

The article also highlights dilemmas regarding the effectiveness of current practices in promoting safe and resilient Arctic shipping management practices. However, it does not explore potential counterarguments or alternative perspectives on this issue.

Furthermore, while the article notes that factors ranking high on importance are often not high on satisfaction, it does not provide specific examples or evidence to support this claim. This lack of evidence weakens the credibility of the authors' argument.

Overall, while this article presents an important topic and methodology for assessing safety and resilience levels in Arctic shipping, it could benefit from further exploration of potential biases and limitations in its data collection methods, as well as more thorough analysis and evidence to support its claims.