GIS Mapping Reveals Crime Hot Spots and Infrastructure Gaps in Post-Conflict Maiduguri, Nigeria
A 2026 study by Musti Lawal Alhaji Ali and Ahmed Jaji of Kashim Ibrahim University, Nigeria, published in the International Journal of Global Sustainable Research (IJGSR), shows that crime in Maiduguri and surrounding communities remains closely tied to uneven infrastructure development years after the Boko Haram insurgency. Using geospatial mapping, household surveys, and statistical modeling, the researchers found that crime clusters persist in peri-urban and informal settlements with limited access to roads, schools, clinics, and policing. The findings highlight the urgent need for spatially targeted reconstruction policies to support sustainable recovery in northeastern Nigeria.
Why spatial inequality still shapes recovery in Maiduguri
Since 2009, the Boko Haram insurgency has reshaped the urban landscape of Maiduguri, the capital of Borno State. Although territorial stability has improved in recent years, the city continues to experience the long-term effects of displacement, damaged infrastructure, and rapid population growth driven by internally displaced persons moving into urban areas.
Post-conflict reconstruction programs often prioritize central and visible neighborhoods. However, peripheral settlements—where many displaced families live—frequently receive fewer services. This uneven development can reinforce insecurity and social fragmentation.
The research by Musti Lawal Alhaji Ali and Ahmed Jaji addresses this challenge by examining how crime patterns intersect with infrastructure gaps across Maiduguri Metropolitan Council and neighboring local government areas, including Jere, Konduga, and parts of Mafa. Their work provides evidence that spatial inequality remains a central obstacle to rebuilding safe and resilient communities.
How the researchers mapped crime and infrastructure disparities
The study combined geospatial technology with community-based research methods to produce a detailed picture of crime distribution and service accessibility.
Key elements of the research design included:- Analysis of police crime records from 2018 to 2023
- Satellite imagery from Landsat 8 and Sentinel-2 to map settlement expansion
- GPS mapping of roads, police stations, schools, and health clinics
- Household surveys covering 480 residents across urban and peri-urban communities
- Interviews with 25 security officials, planners, NGO workers, and community leaders
The researchers used Geographic Information Systems (GIS), hotspot mapping techniques, spatial correlation tests, and regression models to identify links between infrastructure access and crime rates. This mixed-methods approach allowed them to combine statistical evidence with residents’ lived experiences of safety and service delivery.
Crime clusters concentrate in underserved neighborhoods
The study identified clear geographic patterns in crime distribution across Maiduguri and its surrounding areas.
Major findings include:
- Crime incidents are strongly clustered in peri-urban wards and informal settlements rather than evenly distributed across the city.
- Wards located farther from police stations recorded higher crime rates.
- Areas with weaker road connectivity experienced greater insecurity.
- Communities with fewer schools and health facilities showed higher crime incidence.
- Higher unemployment levels were associated with increased crime risk.
- Population density had a smaller but still measurable effect on crime levels.
Statistical analysis confirmed that crime patterns were not random. Instead, they followed predictable spatial trends linked to infrastructure access and institutional presence.
The researchers also found that crime in one neighborhood influenced nearby areas. This “spillover effect” suggests that improving conditions in high-risk locations can strengthen safety across wider urban zones.
Residents rely on informal security in peripheral areas
Interviews with community leaders and security officials revealed another important dimension of post-conflict recovery: institutional fragmentation.
In several peripheral wards, residents reported limited trust in formal security agencies and greater reliance on local vigilante groups and traditional leadership structures. Participants also noted that reconstruction programs often appeared concentrated in central districts, reinforcing perceptions of inequality.
These findings highlight how infrastructure gaps and governance challenges can combine to weaken social cohesion after conflict.
As Musti Lawal Alhaji Ali of Kashim Ibrahim University explained, the study shows that “crime persistence in Maiduguri is closely linked to uneven infrastructure access and institutional presence, particularly in peri-urban settlements shaped by displacement and rapid urban growth.”
Why spatial planning matters for peacebuilding
The research demonstrates that reconstruction strategies based only on physical rebuilding may overlook deeper structural drivers of insecurity. Instead, the authors argue that geospatial evidence should guide investment decisions in post-conflict cities.
Policy implications identified in the study include:
- Expanding road networks in isolated wards to improve mobility and access
- Increasing the number and accessibility of police posts in underserved areas
- Building schools and clinics in high-risk neighborhoods
- Supporting community-based security initiatives alongside formal policing
- Using GIS mapping to monitor reconstruction progress over time
Targeted infrastructure investment in crime hotspot areas could reduce inequality while strengthening long-term urban resilience.
The study also emphasizes the importance of participatory planning. Involving residents in mapping exercises and decision-making processes can rebuild trust and strengthen informal social control mechanisms that help prevent crime.
Lessons for other post-conflict cities
Although the research focuses on Maiduguri, its conclusions are relevant for cities recovering from conflict worldwide. Rapid displacement, informal settlement growth, and uneven infrastructure investment are common challenges in fragile urban environments.
By integrating crime mapping with development indicators, the study offers a practical framework for policymakers seeking to allocate reconstruction resources more effectively.
The authors conclude that reconstruction strategies that ignore spatial inequality risk reinforcing insecurity rather than resolving it. In contrast, geospatially informed planning can support sustainable peacebuilding and more equitable urban development.
Author profile
Musti Lawal Alhaji Ali, MSc, is a researcher at Kashim Ibrahim University, Nigeria, specializing in geospatial analysis, urban planning, and post-conflict reconstruction. His work focuses on spatial inequality, infrastructure accessibility, and security governance in fragile urban environments.
Ahmed Jaji, MSc, is also affiliated with Kashim Ibrahim University, Nigeria, with research interests in GIS applications, spatial development planning, and community-level resilience strategies in post-conflict regions.
Source
URL: https://slamultitechpublisher.my.id/index.php/ijgsr/index
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