Predicting procedure step performance from operator and text features: A critical first step toward machine learning-driven procedure design

AD McDonald, N Ade, SC Peres - Human Factors, 2023 - journals.sagepub.com
Objective The goal of this study is to assess machine learning for predicting procedure
performance from operator and procedure characteristics. Background Procedures are vital …

Worker-centered investigation of issues with procedural systems: Findings from interviews with a representative sample of workers in high-risk process industries

SC Peres, A Smith, F Sasangohar - Journal of Loss Prevention in the …, 2020 - Elsevier
Issues related to procedural systems have been found to contribute to incidents in many
high-risk industries such as petrochemical, oil and gas, etc. While previous research has …

Reflecting abstraction hierarchy of a chemical processing system on standard operating procedures

C Son, SC Peres, N Ade… - Proceedings of the …, 2019 - journals.sagepub.com
Standard operating procedures (SOPs) are an integral part of everyday operations in oil &
gas and petrochemical industries. Also, a majority of incidents in these processing …

Human Factors Guidance for Writing Effective Laboratory Standard Operating Procedures

SC Peres - ACS Chemical Health & Safety, 2022 - ACS Publications
The occurrence of significant incidents in academic and professional laboratories indicates
insufficient methods for ensuring effective and safe performance of protocols. Using written …

Developing a novel operator performance measure for procedural tasks based on Safety-II perspective

C Son, SC Peres, F Sasangohar - Proceedings of the Human …, 2020 - journals.sagepub.com
This paper proposes a novel framework to evaluate procedural task performance from a
Safety-II perspective. While deviations from procedural steps have been a major focus of …

Procedural Fidelity Data as an Indicator of Quality Service Delivery in Aba Organizations

A Blackman, T Glick, KA Conde - Available at SSRN 4939678 - papers.ssrn.com
Procedural fidelity–the extent to which a protocol or program is implemented as designed
(Sanetti & Kratchowill, 2009)–serves as a way to measure the quality of service delivery …

[引用][C] Analyzing procedure performance using abstraction hierarchy: Implications of designing procedures for high-risk process operations

N Ade, SC Peres, F Sasangohar… - Mary K O' …, 2019 - Mary Kay O'Connor Process Safety …