
Speaker & Programme




Training Course Schedule
Training Course
18 Aug
Mon
Training Course 1:
Designing Multiple-Driver Experiments
Training Course 2:
Data Analysis for Multiple-Driver Experiments
22 Aug
Fri
Multiple Drivers/Stressors Training Courses
Training Course 1: Designing Multiple-Driver Experiments
BECoMe-2025 and SCOR’s Changing Ocean Biological Systems infrastructure group are hosting a free training course for researchers interested in learning how to design and carry out multiple-driver (i.e., multiple stressor) experiments that measure responses in microbes, plants, or animals. This training course will guide participants in using the MEDDLE resources to:
•   Define a relevant research question
•   Identify key drivers, biological traits, and responses
•   Select an appropriate experimental design
•   Develop a statistical analysis plan
Training Course Details
Time & Date: 9:30 am - 4:30 pm, 18 August 2025 (Monday)
Location: City University of Hong Kong
Participant Limit: 24 researchers (first-come, first-served)
Eligibility: Participants should have experience in designing and conducting single-driver experiments that study biotic responses (e.g., marine warming, ocean acidification). 
Conveners: Christina McGraw, Sam Dupont, Sinéad Collins, Mridul K. Thomas, Peter Dillingham 
Training Course 2: Data Analysis for Multiple-Driver Experiments
Researchers work hard to conduct interesting and challenging multi-driver experiments, but are often unaware of how best to analyse their data to take maximum advantage of these experiments. In this training course, participants will:
•   Learn some of the common statistical challenges that appear in multi-driver experiments and how to solve them
•   Work through an example R vignette for a multi-driver experiment
•   Simulate an example dataset based on a proposed experiment
• Perform an appropriate analysis and visualise and interpret its output using “literate programming” via R markdown
Training Course Details
Time & Date:  9:30 am - 1:00 pm, 22 August 2025 (Friday)
Location: City University of Hong Kong
Participant Limit: 12 researchers (first-come, first-served)
Eligibility: Attendance at Training Course 1 (Designing Multiple-Driver Experiments) is required, as Training Course 2 builds directly on the concepts developed in the first training course. Participants should have experience with R and good knowledge of regression. Strong Python skills may also be considered, but Training Course 2 will be conducted using R.
Conveners: Peter Dillingham, Mridul K. Thomas, Sinéad Collins, Christina McGraw 
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For those who have successfully registered for the training course, please note that you should have received a confirmation email directly from Prof. Christina McGraw at christina.mcgraw@otago.ac.nz with further instructions. 
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There are still a few spaces available in Training Course 1. All interested participants are required to complete the registration form and submit it directly to Prof. Christina McGraw.  
Multiple Drivers / Stressors Training Course
Training Course 1: Designing Multiple-Driver Experiments
Sinead Collins
The University of Edinburgh
Peter Dillingham
University of Otago
Sam Dupont
University of Gothenburg
Mridul K. Thomas
University of Geneva
Christina McGraw
University of Otago
Training Course 2: Data Analysis for Multiple-Driver Experiments
Sinead Collins
The University of Edinburgh
Peter Dillingham
University of Otago
Mridul K. Thomas
University of Geneva
Christina McGraw
University of Otago






