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Predicting Cancellation Risk

Project Cancellation is cost to developers. We used a logistic model to evaluate which factors influence the likelihood of project cancellation for 868 projects within the Wind Belt region. 
Variables included outlined in the conceptual model below: 
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MODEL_PARAMETERS_windbelt.JPG

Results

Low Risk Siting Benefits Developers:

50%

Less likely to be cancelled when located in a low-risk area.

25%

Less likely to be cancelled with every 0.1 increase in positive publicity.

An average wind farm in the Wind Belt is ... 

Siting and Publicity Influence Cancellation: 

According to our findings, Project location (low-risk/high-risk) and publicity significantly predicts cancellation risk.
For an otherwise average project in our sample:

matrix2.png

The matrix describes an average project's likelihood of cancellation given publicity score and location characteristics. 

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Contact

WindBelt GP 2019
Bren School of Environmental Science and Management

2400 Bren Hall, University of California, Santa Barbara

Santa Barbara, CA

93106-5131

email: gp-windbelt@bren.ucsb.edu

 

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