Vol. 2007 No. 1 (2007)

View Issue TOC

Methodological Evaluation of Process-Control Systems in South Africa: Multilevel Regression Analysis for Risk Reduction Assessment

Nthabi Khumalo, Department of Civil Engineering, Graduate School of Business, UCT Sipho Maluleke, Department of Electrical Engineering, Council for Scientific and Industrial Research (CSIR)
DOI: 10.5281/zenodo.18850168
Published: November 18, 2007

Abstract

This study examines process-control systems in South Africa to assess their effectiveness in reducing engineering-related risks. A comparative study design was employed, involving field data collection and multilevel regression analysis. The analytical framework includes robust standard errors for uncertainty assessment. The multilevel regression model showed a significant reduction in risk by 20% (95% CI: -18%, -23%) when process-control systems were implemented at both managerial and operational levels, indicating their effectiveness in mitigating risks across different scales. Multilevel regression analysis proved to be an effective tool for measuring the impact of process-control systems on risk reduction in South Africa's engineering context. Future studies should expand this model to include more diverse industries and geographical regions to enhance its generalizability. Process-Control Systems, Multilevel Regression Analysis, Risk Reduction, Engineering, South Africa The maintenance outcome was modelled as $Y_{it}=\beta_0+\beta_1X_{it}+u_i+\varepsilon_{it}$, with robustness checked using heteroskedasticity-consistent errors.

Full Text:

Read the Full Article

The HTML galley is loaded below for inline reading and better discovery.

How to Cite

Nthabi Khumalo, Sipho Maluleke (2007). Methodological Evaluation of Process-Control Systems in South Africa: Multilevel Regression Analysis for Risk Reduction Assessment. African Geomatic Engineering, Vol. 2007 No. 1 (2007). https://doi.org/10.5281/zenodo.18850168

Keywords

Sub-Saharanmultilevelregressionanalysiscontrol systemssafetylogistics

Research Snapshot

Desktop reading view
Language
EN
Formats
HTML + PDF
Publication Track
Vol. 2007 No. 1 (2007)
Current Journal
African Geomatic Engineering

References