Characterizing and Estimating Operational Cost Elements and Performance Metrics for Public Transport Modes in Sub-Saharan African Cities

Operation cost of public transport has been universally recognized as a vital consideration in its implementation, operation and management worldwide. The cost structure is even more complex in Sub-Saharan Africa (SSA), where the public transport system is dominated by paratransit, which is largely characterized by the private sector that owns, operates, maintains, and manages their vehicles separately. There is limited knowledge of paratransit cost structure, the extent to which they vary by mode, and their use in fare-setting and the design of regulatory policies. Accordingly, this study characterized and quantified several operational cost elements in the form of Key Performance Indicators (KPIs) for paratransit modes in two SSA cities: Accra-Ghana and Dar es Salaam-Tanzania. Vehicle-make in Accra-Ghana is mainly Mercedes Benz and Toyota, whereas those in Dar es Salaam-Tanzania are Toyota, Nissan, and Bajaji tricycles. Diesel is the most popular vehicle propulsion followed by petrol in both cities. Our findings show higher vehicle utilization and better fuel consumption in Dar es Salaam-Tanzania compared to Accra-Ghana. Findings further indicate higher economic and environmental efficiency in minibuses compared to taxis and three-wheelers, with Dar es Salaam-Tanzania achieving better outcomes than Accra-Ghana in revenue generation, fuel consumption, and safety conditions. Daily revenue generation is higher, 75.1USD in Dar es Salaam-Tanzania compared to 46.3USD in Accra-Ghana. The overall expenditure is higher, 0.41USD/km in Accra-Ghana than 0.28USD/km in Dar es Salaam-Tanzania. Safety-related KPIs including kilometers per accident, kilometers per mechanical breakdown, and kilometers per tyre carcase show favourable conditions in Dar es Salaam-Tanzania compared to Accra-Ghana. These insights provide essential data to inform fare-setting, regulatory policies, and operational management of paratransit services in SSA. Overall, this study has established the cost structure for paratransit modes in the study cities, making available vital data and knowledge to underpin practical engagement, operational management, and governance of paratransit services in SSA.

Authors

Publication Details

Journal
Journal of Sustainable Development
Published
2025-03-26
DOI
https://doi.org/10.5539/jsd.v18n2p100
Citations
1
Primary Topic
Transportation Planning and Optimization
Type
article
Field-Weighted Citation Impact
2.18
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Characterizing and Estimating Operational Cost Elements and Performance Metrics for Public Transport Modes in Sub-Saharan African Cities

Gift Dumedah, Hannibal Bwire, Alex M. Johnson, Albert Mwauzi
1 citations
Journal of Sustainable Development
Transportation Planning and Optimization
2.18
article

Characterizing and Estimating Operational Cost Elements and Performance Metrics for Public Transport Modes in Sub-Saharan African Cities

Gift Dumedah, Hannibal Bwire, Alex M. Johnson, Albert Mwauzi
article en
1 citations

Abstract

Operation cost of public transport has been universally recognized as a vital consideration in its implementation, operation and management worldwide. The cost structure is even more complex in Sub-Saharan Africa (SSA), where the public transport system is dominated by paratransit, which is largely characterized by the private sector that owns, operates, maintains, and manages their vehicles separately. There is limited knowledge of paratransit cost structure, the extent to which they vary by mode, and their use in fare-setting and the design of regulatory policies. Accordingly, this study characterized and quantified several operational cost elements in the form of Key Performance Indicators (KPIs) for paratransit modes in two SSA cities: Accra-Ghana and Dar es Salaam-Tanzania. Vehicle-make in Accra-Ghana is mainly Mercedes Benz and Toyota, whereas those in Dar es Salaam-Tanzania are Toyota, Nissan, and Bajaji tricycles. Diesel is the most popular vehicle propulsion followed by petrol in both cities. Our findings show higher vehicle utilization and better fuel consumption in Dar es Salaam-Tanzania compared to Accra-Ghana. Findings further indicate higher economic and environmental efficiency in minibuses compared to taxis and three-wheelers, with Dar es Salaam-Tanzania achieving better outcomes than Accra-Ghana in revenue generation, fuel consumption, and safety conditions. Daily revenue generation is higher, 75.1USD in Dar es Salaam-Tanzania compared to 46.3USD in Accra-Ghana. The overall expenditure is higher, 0.41USD/km in Accra-Ghana than 0.28USD/km in Dar es Salaam-Tanzania. Safety-related KPIs including kilometers per accident, kilometers per mechanical breakdown, and kilometers per tyre carcase show favourable conditions in Dar es Salaam-Tanzania compared to Accra-Ghana. These insights provide essential data to inform fare-setting, regulatory policies, and operational management of paratransit services in SSA. Overall, this study has established the cost structure for paratransit modes in the study cities, making available vital data and knowledge to underpin practical engagement, operational management, and governance of paratransit services in SSA.

Journal of Sustainable DevelopmentVol. 18(2)
Openalex Percentile: Top 15%
Transportation Planning and Optimization
2.18
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.