Vol. 1 No. 1 (2015)

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Methodological Evaluation and Multilevel Regression Analysis of Municipal Infrastructure Asset Systems in Kenya: A Cost-Effectiveness Diagnostic

Wanjiku Mwangi, Jomo Kenyatta University of Agriculture and Technology (JKUAT) Kamau Otieno, Jomo Kenyatta University of Agriculture and Technology (JKUAT) Amina Juma, Jomo Kenyatta University of Agriculture and Technology (JKUAT)
DOI: 10.5281/zenodo.18965693
Published: January 28, 2015

Abstract

Municipal infrastructure asset management in many developing nations is hampered by a lack of robust, data-driven diagnostic tools for evaluating cost-effectiveness, leading to inefficient capital and operational expenditure. This short report presents a methodological evaluation of a novel diagnostic framework for municipal infrastructure systems, with the objective of quantifying cost-effectiveness drivers using multilevel regression analysis. A diagnostic framework was applied to asset management data from a sample of Kenyan municipalities. Cost-effectiveness was modelled using a two-level hierarchical linear model: $y_{ij} = \beta_{0j} + \beta_{1}x_{1ij} + ... + \epsilon_{ij}$, where $\beta_{0j} = \gamma_{00} + \gamma_{01}z_{1j} + u_{0j}$. Robust standard errors were used for inference. The multilevel analysis identified that institutional capacity at the municipal level explained approximately 40% of the variance in cost-effectiveness scores. A one-unit increase in a standardised capacity metric was associated with a 0.65 increase in the cost-effectiveness index (95% CI: 0.48 to 0.82). The methodological approach provides a statistically sound diagnostic for isolating municipality-level and asset-level determinants of infrastructure performance, moving beyond descriptive assessment. Municipalities should adopt structured diagnostic evaluations integrating multilevel modelling. Policy should prioritise interventions that build institutional capacity, as this is a key systemic driver of cost-effectiveness. asset management, infrastructure diagnostics, hierarchical linear model, institutional capacity, public works This report introduces and validates a novel multilevel modelling diagnostic framework for infrastructure asset systems, providing a replicable method for decomposing cost-effectiveness variance into asset-specific and managerial components.

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How to Cite

Wanjiku Mwangi, Kamau Otieno, Amina Juma (2015). Methodological Evaluation and Multilevel Regression Analysis of Municipal Infrastructure Asset Systems in Kenya: A Cost-Effectiveness Diagnostic. African Civil Engineering Journal, Vol. 1 No. 1 (2015). https://doi.org/10.5281/zenodo.18965693

Keywords

Municipal infrastructureAsset managementSub-Saharan AfricaMultilevel modellingCost-effectiveness analysisRegression diagnosticsKenya

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Vol. 1 No. 1 (2015)
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African Civil Engineering Journal

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