Bridging the Gaps an Analytical Study of availability and Utilization Patterns in Healthcare Service across Major Three District Hospitals General, Bandipora, and Pulwama in Jammu & Kashmir

Governments around the world are working to improve and expand healthcare. Almost every government in the world accepts these principles. The lack and criticism of healthcare services is that they are in the city, are treated and are only available to a small population. This study presents a comprehensive comparative evaluation of healthcare service utilization across three district hospitals Ganderbal, Bandipora, and Pulwama in Jammu & Kashmir, covering the period from 2016 to 2021. Drawing from extensive hospital statistics and key performance indicators (KPIs) across emergency care, diagnostic imaging, laboratory services, maternal and child health (MCH), and blood bank utilization, the analysis reveals substantial disparities in healthcare access and service delivery based on Indian Public Health Standards (IPHS) 2012. Findings revealed significant inter-district disparities. Pulwama District Hospital met 100% of IPHS requirements, while Bandipora and Ganderbal met 63.6% and 36.4%, respectively. Pulwama served 7% and Bandipora 20% more population than IPHS norms, reflecting higher efficiency. Emergency obstetric care utilization was recorded at 207.0 per 1000 cases. Pulwama led in ambulance trips 1354.33/year and blood units issued 588.17, while Bandipora had the highest patient load and neonatal care utilization 852.5. Ganderbal showed strength in emergency blood usage 20% and Ayushman Bharat participation 35.83%. Maternal care indicators varied, with Pulwama performing the most C-sections 1481 and Bandipora leading in natural deliveries 814.5. Discharge delays in Pulwama and workforce gaps, especially in nursing and paramedical staff, highlighted urgent needs for system strengthening.

Publication Details

Journal
REST Journal on Data Analytics and Artificial Intelligence
Published
2025-04-22
DOI
https://doi.org/10.46632/jdaai/4/1/36
Primary Topic
Healthcare Systems and Reforms
Type
article
Field-Weighted Citation Impact
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article

Bridging the Gaps an Analytical Study of availability and Utilization Patterns in Healthcare Service across Major Three District Hospitals General, Bandipora, and Pulwama in Jammu & Kashmir

REST Journal on Data Analytics and Artificial Intelligence
Healthcare Systems and Reforms
article

Bridging the Gaps an Analytical Study of availability and Utilization Patterns in Healthcare Service across Major Three District Hospitals General, Bandipora, and Pulwama in Jammu & Kashmir

article en

Abstract

Governments around the world are working to improve and expand healthcare. Almost every government in the world accepts these principles. The lack and criticism of healthcare services is that they are in the city, are treated and are only available to a small population. This study presents a comprehensive comparative evaluation of healthcare service utilization across three district hospitals Ganderbal, Bandipora, and Pulwama in Jammu & Kashmir, covering the period from 2016 to 2021. Drawing from extensive hospital statistics and key performance indicators (KPIs) across emergency care, diagnostic imaging, laboratory services, maternal and child health (MCH), and blood bank utilization, the analysis reveals substantial disparities in healthcare access and service delivery based on Indian Public Health Standards (IPHS) 2012. Findings revealed significant inter-district disparities. Pulwama District Hospital met 100% of IPHS requirements, while Bandipora and Ganderbal met 63.6% and 36.4%, respectively. Pulwama served 7% and Bandipora 20% more population than IPHS norms, reflecting higher efficiency. Emergency obstetric care utilization was recorded at 207.0 per 1000 cases. Pulwama led in ambulance trips 1354.33/year and blood units issued 588.17, while Bandipora had the highest patient load and neonatal care utilization 852.5. Ganderbal showed strength in emergency blood usage 20% and Ayushman Bharat participation 35.83%. Maternal care indicators varied, with Pulwama performing the most C-sections 1481 and Bandipora leading in natural deliveries 814.5. Discharge delays in Pulwama and workforce gaps, especially in nursing and paramedical staff, highlighted urgent needs for system strengthening.

REST Journal on Data Analytics and Artificial IntelligenceVol. 4(1 March 2025)
Openalex Percentile: Top 89%
Healthcare Systems and Reforms
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