A preliminary decision tree modeling of factors that determine readiness to use exoskeletons in construction

Alemi M. M. Madinei S. Kim S. Srinivasan D. Nussbaum M. A. (2020). Effects of two passive back-support exoskeletons on muscle activity, energy expenditure, and subjective assessments during repetitive lifting. Human factors, 62(3), 458–474.

Hothorn T. Hornik K. Zeileis A. (2006). Unbiased recursive partitioning: A conditional inference framework. Journal of computational and Graphical statistics, 15(3), 651–674.

Huysamen K. Bosch T. de Looze M. Stadler K. S. Graf E. O’Sullivan L. W. (2018). Evaluation of a passive exoskeleton for static upper limb activities. Appl Ergon, 70, 148–155. doi:10.1016/j.apergo.2018.02.009

Kim S Moore A Srinivasan D Harris C Rempel D Nussbaum MA . Potential of exoskeleton technologies to enhance safety, health, and performance in construction: industry perspectives and future research directions. IISE Transactions on Occupational Ergonomics and Human Factors. 7 (3–4) (2019) 185–191

Kim S Nussbaum MA Mokhlespour Esfahani MI Alemi MM Alabdulkarim S Rashedi E. Assessing the influence of a passive, upper extremity exoskeletal vest for tasks requiring arm elevation: Part I – “Expected” effects on discomfort, shoulder muscle activity, and work task performance. Applied Ergonomics. 2018; 70:315–322.

Madinei S. Alemi M. M. Kim S. Srinivasan D. Nussbaum M. A. (2020a). Biomechanical assessment of two back-support exoskeletons in symmetric and asymmetric repetitive lifting with moderate postural demands. Applied Ergonomics, 88, 103156.

Madinei S. Alemi M. M. Kim S. Srinivasan D. Nussbaum M. A. (2020b). Biomechanical evaluation of passive back-support exoskeletons in a precision manual assembly task:”expected” effects on trunk muscle activity, perceived exertion, and task performance. Human factors, 62(3), 441–457.

Strobl C. Malley J. Tutz G. (2009). An introduction to recursive partitioning: rationale, application, and characteristics of classification and regression trees, bagging, and random forests. Psychological Methods, 14(4), 323–48. https://doi.org/10.1037/a0016973

Weidman J. Dickerson D. E. Koebel C. T. (2015). Prevention through Design Adoption Readiness Model (PtD ARM): An integrated conceptual model. Work, 52(4), 865–876. doi:10.3233/WOR-152109

Zhu Z. Dutta A. Dai F. (2021). Exoskeletons for manual material handling -a review and implication for construction applications. Automation in Construction, 122.