Vol. 1 No. 1 (2000)

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Comparative Evaluation of Maintenance Depot Systems: A Randomised Field Trial for Adoption Rate Measurement in South Africa

Sipho van Niekerk, Department of Electrical Engineering, University of the Witwatersrand Naledi Botha, University of Johannesburg Jan van der Merwe, University of Fort Hare Lerato Mokoena, University of the Witwatersrand
DOI: 10.5281/zenodo.18964970
Published: April 8, 2000

Abstract

{ "background": "The adoption of new maintenance systems in public sector transport depots is often slow and poorly quantified, hindering effective asset management and infrastructure sustainability. Existing evaluations typically rely on post-implementation audits, lacking robust methods to measure causal adoption rates under real-world conditions.", "purpose and objectives": "This study aimed to develop and apply a novel randomised field trial methodology to measure the comparative adoption rates of two competing depot maintenance management systems within a public transport agency.", "methodology": "A randomised controlled trial was conducted across 42 depots, stratified by size and region. Depots were randomly assigned to implement either a technology-driven system (System T) or a process-oriented system (System P). Adoption was measured quarterly over 18 months via a composite index of procedural compliance and resource utilisation. The primary analysis used a linear mixed-effects model: $Y{ij} = \\beta0 + \\beta1 T{ij} + \\gamma X{ij} + uj + \\epsilon{ij}$, where $Y{ij}$ is the adoption index for depot $i$ in stratum $j$, $T{ij}$ is the treatment indicator, $X{ij}$ are covariates, and $u_j$ are random stratum effects.", "findings": "System P demonstrated a significantly higher final adoption rate (68%, 95% CI: 62 to 74) compared to System T (51%, 95% CI: 45 to 57). The treatment effect, adjusted for depot size and baseline maintenance backlog, was estimated at 16.5 percentage points (p < 0.01). The advantage for System P was consistent across strata but more pronounced in larger depots.", "conclusion": "The process-oriented maintenance system was adopted more readily than the technology-centric alternative in the trial context. The randomised field trial proved a viable method for generating comparative, causal evidence on implementation success within operational engineering environments.", "recommendations": "Transport agencies should prioritise process clarity and workforce engagement in

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How to Cite

Sipho van Niekerk, Naledi Botha, Jan van der Merwe, Lerato Mokoena (2000). Comparative Evaluation of Maintenance Depot Systems: A Randomised Field Trial for Adoption Rate Measurement in South Africa. African Civil Engineering Journal, Vol. 1 No. 1 (2000). https://doi.org/10.5281/zenodo.18964970

Keywords

Maintenance depotsPublic sector transportRandomised field trialAdoption rate measurementSouth Africa

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Vol. 1 No. 1 (2000)
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