Predictive Analytics / HECA

Predictive Analytics / HECA

The goal is to identify the business factors, work characteristics, and crew demographics that best predict serious injury and fatality (SIF) incidents. 

What the HECA?

Peer-reviewed Publications

Hallowell, M. R., Bhandari, S., & Alruqi, W. (2020). Methods of safety prediction: Analysis and integration of risk assessment, leading indicators, precursor analysis, and safety climate. Construction Management and Economics, 38(4), 308-321. [ACCESS HERE]

Oguz Erkal, E. D., Hallowell, M. R., & Bhandari, S. (2021). Practical assessment of potential predictors of serious injuries and fatalities in construction. Journal of Construction Engineering and Management, 147(10), 04021129. [ACCESS HERE]

Erkal, E. D. O., & Hallowell, M. (2023). Moving Beyond TRIR: Measuring & Monitoring Safety Performance With High-Energy Control Assessments. Professional Safety, 68(05), 26-35. [ACCESS HERE]

Erkal, E. D. O., Hallowell, M. R., & Bhandari, S. (2023). Formal evaluation of construction safety performance metrics and a case for a balanced approach. Journal of safety research. [ACCESS HERE]

Hallowell, M.R. and Oguz Erkal, E.D. (2024) Severity-Based Lagging Indicator: An Alternative Measure of Safety Performance, Professional Safety, 69(04) 20-27 [ACCESS HERE]

Oguz Erkal, E. D., Hallowell, M. R., Ghriss, A. and Bhandari, S. (2024). Predicting Serious Injury and Fatality Exposure Using Machine Learning in Construction Projects. Journal of Construction Engineering and Management, 150(3), 04023169 [ACCESS HERE]

Hallowell, M., Oguz Erkal, E.D., Sherratt, F., Court, M., MacLean, B. and Davis, M. (2024) Safety Performance Measurement in Environmental, Social & Governance Frameworks, Professional Safety, July Edition. [ACCESS HERE]

2020 CSRA Safety Summit

2021 CSRA Safety Summit

2022 CSRA Safety Summit

2023 CSRA Safety Summit

2024 CSRA Safety Summit

Team

Craig Lowrie (Chair)
Flynn Group of Companies

Peter Lineen (Vice Chair)
Quanta Services

Gabriel Guimte
California Resource Corp

Mike Sparks
California Resource Corp

Katie Welfare
CU Boulder

Marguerite Porsch
CenterPoint Energy

Lauren Eggert
Chevron

Perry Redman
CAT

Tim Belitz
Honeywell

Justin Seet
Enbridge

Bob Spencer
TVA

Brandon Baylis
Honeywell

Dan Lyons
ComEd

Ellen Quinn
OTIS Elevator

Matthew Hallowell
CU Boulder

Seth Washington
Cheniere

Paul Mackintire
MasTec

Siddharth Bhandari
CU Boulder

Steve Anderson
Marsh Risk Consulting

Mike Quashne
BGE

Elif Erkal
CU Boulder

Guy Hairfield
California Resource Corp

Rose Perez
Southern California Edison

Carl Johansen
Consolidated Edison

Mitch Wade
US Pipeline