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Using Behaviour Change Frameworks and Bayesian Network Modelling to Support Marine Biosecurity Practices: A New South

J Manyweathers1,2, L Hayes3, G Xie4

  • 1School of Agricultural, Environmental and Veterinary Sciences, Charles Sturt University, Wagga Wagga, NSW, Australia. jmanyweathers@csu.edu.au.

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Summary
This summary is machine-generated.

Recreational boat owners have limited knowledge of marine pest and disease risks. Tailored communication and stronger partnerships are crucial for improving biosecurity practices and protecting aquatic environments.

Keywords:
Bayesian Network modellingBehaviour Change WheelCOM-BMarine biosecurityNew South WalesRecreational vessels

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Area of Science:

  • Marine biology and biosecurity
  • Environmental management and behavior change
  • Aquatic ecosystem protection

Background:

  • Aquatic environments face significant threats from pest and disease incursions, impacting food security and livelihoods.
  • Recreational boats, particularly smaller, permanently moored vessels, pose a risk for disseminating invasive species and diseases across waterways.
  • Existing biosecurity regulations for recreational vessels are often less stringent than for commercial counterparts, necessitating targeted interventions.

Purpose of the Study:

  • To investigate the practices and beliefs of small to medium, permanently moored recreational boat owners in New South Wales regarding marine biosecurity.
  • To identify effective strategies for behavior change interventions aimed at minimizing pest and disease incursions from recreational vessels.
  • To contribute global evidence on interventions supporting marine environmental behavior change.

Main Methods:

  • A three-phase mixed-methods approach, including stakeholder mapping and key informant interviews.
  • Development of a questionnaire using the Behaviour Change Wheel framework, targeting recreational vessel owners.
  • Application of Multiple Correspondence Analysis and Bayesian Network modelling for respondent segmentation and tailored communication strategy development.

Main Results:

  • Findings indicate a general lack of understanding and knowledge among vessel owners concerning the risks of marine disease incursions.
  • A significant need for enhanced communication channels and strengthened collaborations between stakeholders, including government and industry, was identified.
  • Barriers to adopting biosecurity practices were highlighted, necessitating customized communication approaches for different owner segments.

Conclusions:

  • Tailoring communication strategies to specific, segmented populations of vessel owners is essential for overcoming barriers and promoting biosecurity practice adoption.
  • Investing in robust stakeholder relationships and optimizing information dissemination channels are recommended for effective biosecurity management.
  • Future research should focus on implementing and evaluating interventions to enhance biosecurity practices among recreational vessel owners, with global implications for pro-environmental behavior change.