Authors :
V. Saravanabavan; Gigilinda Marpna; C. Vinothini
Volume/Issue :
Volume 11 - 2026, Issue 9 - September
Google Scholar :
https://tinyurl.com/5hc444ck
DOI :
https://doi.org/10.38124/ijisrt/26sep468
Note : A published paper may take 4-5
working days from the publication date to appear in PlumX Metrics, Semantic Scholar, and
ResearchGate.
Abstract :
: This study evaluates the spatial equity, locational efficiency, and service performance of Primary Health Centres
(PHCs) in Ri Bhoi District, Meghalaya. Utilizing a dual-analytical approach, Geographic Information System (GIS) tools
and Nearest Neighbour Analysis (NNA) were applied to examine the spatial distribution of the district's health facilities,
while a multi-criteria Z-score standardisation was employed to evaluate the clinical and operational performance of five
selected PHCs (Byrnihat, Umden, Marngar, Mawhati, and Kyrdem) across 12 infrastructure indicators. To capture the
user perspective, a household survey of 100 respondents was conducted to assess physical and financial accessibility. The
NNA yielded a Nearest Neighbour Ratio (Rn) of 1.81, indicating a statistically significant uniform (dispersed) spatial
arrangement of health facilities designed to maximize territorial coverage. However, significant regional imbalances were
observed between the sparse, isolated western region and the denser eastern health network. Z-score standardisation
revealed major performance disparities. Byrnihat PHC emerged as the top-performing centre (Composite Z-Score: +9.13),
characterised by a strong clinical workforce and high patient utilization. Conversely, Umden PHC ranked lowest
(Composite Z-Score: -3.67), constrained by severe staffing shortages and service underutilization despite high bed capacity
(12). This study highlights the need for targeted infrastructural upgrades, manpower redistribution, and the integration of
GIS spatial analytical models into decentralised healthcare planning to ensure equitable and efficient healthcare delivery.
Keywords :
Spatial Distribution, Nearest Neighbour Analysis, Z-Score Standardisation, Healthcare Accessibility.
References :
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: This study evaluates the spatial equity, locational efficiency, and service performance of Primary Health Centres
(PHCs) in Ri Bhoi District, Meghalaya. Utilizing a dual-analytical approach, Geographic Information System (GIS) tools
and Nearest Neighbour Analysis (NNA) were applied to examine the spatial distribution of the district's health facilities,
while a multi-criteria Z-score standardisation was employed to evaluate the clinical and operational performance of five
selected PHCs (Byrnihat, Umden, Marngar, Mawhati, and Kyrdem) across 12 infrastructure indicators. To capture the
user perspective, a household survey of 100 respondents was conducted to assess physical and financial accessibility. The
NNA yielded a Nearest Neighbour Ratio (Rn) of 1.81, indicating a statistically significant uniform (dispersed) spatial
arrangement of health facilities designed to maximize territorial coverage. However, significant regional imbalances were
observed between the sparse, isolated western region and the denser eastern health network. Z-score standardisation
revealed major performance disparities. Byrnihat PHC emerged as the top-performing centre (Composite Z-Score: +9.13),
characterised by a strong clinical workforce and high patient utilization. Conversely, Umden PHC ranked lowest
(Composite Z-Score: -3.67), constrained by severe staffing shortages and service underutilization despite high bed capacity
(12). This study highlights the need for targeted infrastructural upgrades, manpower redistribution, and the integration of
GIS spatial analytical models into decentralised healthcare planning to ensure equitable and efficient healthcare delivery.
Keywords :
Spatial Distribution, Nearest Neighbour Analysis, Z-Score Standardisation, Healthcare Accessibility.