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Spatial Equity and Locational Performance of Primary Health Centres (PHC’s) in Ri-Bhoi District, Meghalaya


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 :

  1. Saravanabavan, V., Vinothini, C., & Rose, R. S. (2023). Spatial distribution of primary health care centre and socio economic conditions of patients in Madurai district. International Journal of Geography, Geology and Environment, 5(2), 192-198.
  2. Vinothini, C., Suja Rose, R. S., & Saravanabavan, V. (2024). Assessment of primary health care accessibility and patients’ perception in Madurai district: a geo-medical study. GeoJournal, 89(5), 211. https://doi.org/10.1007/s10708-024-11208-1
  3. Saravanabavan, V., Vinothini, C., & SujaRose, R. S. (2024). Transport accessibility and efficiency of PHC location in Kanyakumari district, Tamil Nadu. International Journal of Science and Research Archive, 11(2), 1342-1351. https://doi.org/10.30574/ijsra.2024.11.2.0605
  4. Saravanabavan,V; Naphibanroi Wankhar, C.Vinothini (2026) Healthcare Accessibility in Primary Health Centers of East Khasi Hills District, Meghalaya: Spatial Analytical Approach.International Journal of Science and Research Archive 20 (3), 001-017. https://doi.org/10.30574/ijsra.2026.20.3.1670
  5. Vinothini, C.,  Suja Rose, R S., Saravanabavan, V., & Vadivel, S. (2025). Factors influencing healthcare accessibility in Madurai District: A spatial and factor analytical approach. International Journal of Engineering Development and Research, 13(3), 20-30.www.ijedr.org
  6. Vinothini, C., & Saravanabavan, V. (2023). Determinants of health care facilities and patients ‘accessibility to PHC in Madurai district. International Journal of Geography, Geology, and Environment, 5(2), 17-22.
  7. Rahamath Nisha,R.,V.Saravanbavan, R.Sureskumar( 2021 )Effects of Population Density and Air Pollution on Covid -19 Morbidity and Mortality in India Using GIS.International Journal of Contemporary Medical Research 8 (8), H1-H11.DOI: http://dx.doi.org/10.21276/ijcmr.2021.8.8.8
  8. Sheheersha, S. K., & Saravanabavan, V. (2021). Geo-Medical Analysis of Telemedicine Based Mobile Tele-Ophthalmology Screening For Cataract Cases in Thiruvananthapuram District, Kerala, India. IOSR Journal Of Humanities And Social Science, 26(10), 1-7. http:// DOI: 10.9790/0837-2610070107
  9. Saravanabavan, V., Reejo, R. J., Neethidevi, A., & Jayashree, R. (2006). Travel and health care utilization pattern of patients in Vadippati panchayat union: A micro level study using GIS. Journal of Deccan Geographer, 44(2), 97-108.
  10. Saravanabavan, V., Nongspung, C., Vinothini, C., & Vadivel, S. (2025). Healthcare Accessibility in East Khasi Hills, Meghalaya, India: Age, Gender, and Socioeconomic Barriers to Primary Health Centre Access. Asian Journal of Geographical Research, 8(3), 488-505. https://doi.org/10.9734/ajgr/2025/v8i3313
  11. Saravanabavan, V., Emayavaramban, V., Thangamani, V., Manonmani, I. K., Rose, R. S., Balaji, D., ... & Vinothini, C. (2023). Spatial variation of covid-19 morbidity status and identification of risk zone in Tamil Nadu (India) during first wave. GeoJournal, 88(2), 1341-1354. https://doi.org/10.1007/s10708-022-10680-x
  12. Vinothini, C., Suja Rose, R. S., & Saravanabavan, V. (2024). Geospatial analysis of communicable diseases in Madurai district. International Journal of Humanities Social Science, and Management, 4(3), 1145-1153.
  13. Sudharsan, R., & Saravanabavan, V. (2019). Availability and Utilization of Primary Healthcare Centre in Thanjavur District, Tamilnadu. International Journal of Scientific Research in Science and Technology, 6(4), 288-297. https://doi.org/10.32628/IJSRST196451
  14. Saravanabavan, V., Reshma, C. U., & Preethi, S. (2021). Determinants of reproductive health in working women in Thrissur district, Kerala. GeoJournal, 86(1), 239-253. https://doi.org/10.1007/s10708-019-10051-z
  15. Saravanabavan, V., Vinothini, C., Suja Rose, R. S., & Balaji, D. (2025). A Geo-Chemical Study of Water Pollution Due to the Tanning Industry: A Case Study of Dindigul District, Tamilnadu, India. In Groundwater Resource Management Planning Strategies: A Geospatial Approach: Volume 1 (pp. 651-683). Cham: Springer Nature Switzerland.https://doi.org/10.1007/978-3-031-88870-0_25
  16. Vinothini, C., Rose, R. S., & Saravanabavan, V. (2024). Spatial distribution and female travel behavior: Enhancing primary health care services in Madurai District. International Journal of Engineering applied Sciences and Technology, 9(05), 2455-2143.
  17. Reshma CU, SK Sheheersha, V Saravanabavan (2014)Enhancing The Quality And Accessibility Of Geographic Learning Through Modern Instructional Strategies InThe School: Its Implications AndOpportunities.IOSR Journal of Research & Method in Education (IOSR-JRME) Volume 4, Issue 3 Ver. II (May-Jun. 2014), PP 25-30
  18. Umasankar, R. V., & Saravanabavan, V. (2024). Geospatial analysis of health care resource allocation in Karur District: Insights from GIS. Shodhkosh: Journal of Visual and Performing Arts, 5(1), 646-655.
  19. Sheheersha, S. K., & Saravanabavan, V. (2015). An analysis of the role of sunayanam mobile ophthalmology unit for preventing blindness among rural poor in Thiruvantahapuram district. Geospatial Technologies for Resource Evaluation and Management, 412-414.
  20. Nemcha Mate, T. , Saravanabavan, V., & Vinothini, C. (2025). Consumption of Areca Nut and its Socioeconomic and Health Impacts in Shillong, Meghalaya-A Geographical Analysis. International Journal of Research Publication and Reviews, 6(11), 899-909.https://doi.org/10.55248/gengpi.06.1125.3842
  21. Saravanabavan V ,MekyrshanborThabah , C. Vinothini(2026) Assessment of Patient Satisfaction with Primary Health Centre Services in Eastern West Khasi Hils Distict , Meghalaya: A Z - Score Analysis.International Journal of Research Publication and Reviews 7 (7), 3478-3488
  22. Saravnabavan, V., Ganesan, J., Vinothini, C., & Balaji, D. (2026). The Impact of BMI on the Health Status of Tea Plantation Workers in the Nilgiris, Tamil Nadu, India. Journal of Complementary and Alternative Medical Research, 27(2), 59-74. DOI: https://doi.org/10.9734/jocamr/2026/v27i2741
  23. Vinothini, C., Saravanabavan, V., & Suja Rose, R. S. (2025). Travel behaviour of child patients and health care accessibility of PHC in Madurai District, Tamilnadu. International Research Journal of Education and Technology, 7(02)., 283-295
  24. Saravanabavan, V., Balaji, D., Reshma, C. U., Sheheersha, S. K., Sudharsan, R., Vimala Vinnarasi, J., ... & Balasubramani, K. (2021). Urban disease ecology and its spatial variation of Chikungunya in Madurai City, Tamilnadu, India: a geo-medical study. GeoJournal, 86(5), 2335-2350. https://doi.org/10.1007/s10708-020-10192-6
  25. Saravanabavan, V. (1996). Bicycles and health-a geo medical study of Madurai city. In Velo Australis and Velo-City'96, International Bicycle Conference, 1996, Fremantle, Western Australia.
  26. Chakraborty, S., & Singh, V. (2025). Spatial inequality in primary health services: Evidence from India using GIS and accessibility indices. GeoJournal of Health and Place, 85, 102789. https://doi.org/10.1016/j.healthplace.2025.102789
  27. Ali, M. A., Verma, R., & Dey, S. (2025). Measuring patient satisfaction in primary care: A cross-sectional analysis of service quality indicators in South Asia. International Journal of Health Planning and Management, 40(1), 12–24. https://doi.org/10.1002/hpm.3765
  28. Saravanabavan, V., Thabah, M., & Vinothini, C. (2026). Age-wise travel patterns and utilization of primary health Centres in Eastern West Khasi Hills District, Meghalaya: A GIS-Based Analysis.International Journal of Science and Research Archive 20 (02), 192–205. https://doi.org/10.30574/ijsra.2026.20.2.1600
  29. Radhakrishnan, R., & Vaithialingam, S. (2023). Exploring the suitability of groundwater for domestic water quality and irrigation purpose in Dindigul district, Tamil Nadu. In Surface and groundwater resources development and management in semi-arid region: strategies and solutions for sustainable water management (pp. 253-277). Cham: Springer International Publishing.https://doi.org/10.1007/978-3-031-29394-8_14
  30. Eswari, S., Saravanabavan, V., Vinothini, C., & Balaji, D. (2025). Mother and Child Health Care In Madurai District: A Structural Equation Modelling Approach. The Indian Geographical Journal, 100(1), 39-54.
  31. Saravanabavan, V., Cajee, L., Sangma, M. C., & Vinothini, C. (2025). Spatial Distribution and Service Coverage Analysis of Primary Health Centres in South West Garo Hills District, Meghalaya, India. Asian Journal of Geographical Research, 8(4), 389-400.https://doi.org/10.9734/ajgr/2025/v8i4344
  32. Saravanabavan, V., & Vinothini, C. (2026). Assessment Of Healthcare Performance: Knowledge, Attitude, Behavioral Characteristics of Patients and Spatial Distribution of PHC’s In Sepahijala District, Tripura, India. IRE Journals, 9(11), 97-108.DOI: https://doi.org/10.64388/IREV9I11-1717261
  33. Vinothini, C., & Saravanabavan, V. (2022). Spatial Distribution of Emerging Diseases in Madurai District: A Geo Medical Study. International Journal of Innovative Science and Research Technology, 7(6), 2456-2165.
  34. Vinothini, C., Saravanabavan, V., &Emayavaramban, V. (2022). Location Accessibility of PHC and Health care travel performance in Madurai District. International Journal of Innovative Science and Research Technology, 7(12), 2456-2165.
  35. Rahamath Nisha R, V.Saravanabavan, C.Vinothini(2026) Rural-Urban Variation in Dengue Vector Breedings Dynamics in Madurai District, Ta.ilNadu,India: A Geo-Medical Study,Asian Journal of Geographical Research 9 (3), 345-367 .https://doi.org/10.9734/ajgr/2026/v9i3433
  36. Saravanabavan, V., Eswari, S., Vimala Vinnarasi, J., Ganesan, J., & Sudharsan, R. (2020). Spatial temporal variation of leptospirosis disease in Madurai city–Medicogeographical analysis. International Journal of Geography, Geology and Environment, 2(1), 21-7.
  37. Saravanabavan, V., &Shanmuganandan, S. (1994). Geo-Medical analysis of Leprosy patients in Tamilnadu. The Indian Geographical Journal, 69(2), 135-139.
  38. Saravanabavan, V., &Shanmuganandan, S. (1996). Pattern of leprosy treatment and health care situation in Tamil Nadu. Annals of the National Association of Geographers, India, 16(2), 25-35.
  39. Rahman, F., & Bose, A. (2024). Travel time to primary care facilities and health outcomes: A geospatial study in Eastern India. Journal of Transport & Health, 30, 101462. https://doi.org/10.1016/j.jth.2024.101462
  40. Kruk, M. E., & Freedman, L. P. (2008). Assessing health system performance in developing countries: A review of the literature. Health Policy, 85(3), 263–276. https://doi.org/10.1016/j.healthpol.2007.09.003
  41. Saravanabavan, V., Debbarma, K., & Vinothini, C. (2025). Primary health care access and socio-economic conditions of the patients in Sepahijala District, Tripura. International Journal of Science and Research Archive, 6(1), 295-305.  Doi :10.55248/gengpi.6.0125.0207
  42. Vinothini, C., Saravanabavan, V., & Rose, R. S. (2024). Travel patterns of adult patients to primary health centers in Madurai district: A public health perspective. International Journal of Science and Research Archive, 13(1), 141-149.https://doi.org/10.30574/ijsra.2024.13.1.1605
  43. Vinothini, C., Suja, R. R., Saravanabavan, V., & Vadivel, S. (2026). Determinants of healthcare access and patient satisfaction in rural and semi-urban Madurai district, India: A geo-medical analysis using structural equation modeling. Annals of Nursing, 4(1), 17-33. https://doi.org/ 10.5937/annnur4-66903
  44. Mukherjee, S., & Sarkar, S. (2020). Socio-economic determinants of healthcare access in rural India: Implications for spatial planning. Social Science & Medicine, 250, 112864.
  45. Khatun, F., & Sinha, R. (2018). GIS-driven policy recommendations for healthcare infrastructure improvement in northeast India. Indian Journal of Medical and Health Research, 42(3), 327-336.
  46. Vinothini, C., Suja Rose, R.S & Saravanabavan, V. (2025) Patients’ Perception and Health care Accessibilityof Primary Health care centre in Madurai District-A Geo-Medical Study. December 2025.Annals of the National Association Of Geographers India 45(2):233-249  DOI:10.32381/ATNAGI.2025.45.02.8
  47. Sengnang S Mark, V.Saravanabavan, C.Vinothini (2026) Perception of Health Tourism in enhancing the quality of life of the Garo community: A case study of Daribokgre village, East Garo Hills, Meghalaya.International Journal of Research Publication and Reviews 7 (3), 3469-3477.https://doi.org/10.55248/gengpi.07.0326.20635
  48. Ramphila A Shatsang., Saravanabavan, V., & Vinothini, C. (2025). Health and Socio-Economic Analysis of Adolescent Drug Abuse in Ukhrul District, Manipur. International Journal of Research Publication and Reviews, 6(10), 2479-2488.DOI: https://doi.org/10.55248/gengpi.6.1025.3641
  49. Danyon DameshwaJyrwa ,V Saravanabavan, LaitpharlangCajee ,C Vinothini (2025) Spatial analysis and efficiency of healthcare delivery system in Meghalaya State, India: A ‘Z’ Score Approach International Journal of Science and Research Archive ,15 (01), 1312-1324.https://doi.org/10.30574/ijsra.2025.15.1.1148
  50. Sharma, M., & Jain, A. K. (2019). Spatial patterns of primary healthcare facilities and accessibility in India: A GIS-based approach. Journal of Health and Place, 58, 102218.
  51. Adekunle, A., et al. (2020). Health care accessibility and policy challenges in developing countries. International Journal of Health Planning and Management, 35(2), 292-302.
  52. Sharma, R., & Thakur, R. (2021). Policy recommendations for equitable distribution of health facilities in rural India. Journal of Health Policy and Planning, 36(7), 1024-1035.
  53. World Health Organization. (2008). Primary health care: Now more than ever. Geneva: WHO.
  54. Kumar, P., & Sharma, R. (2016). Distribution of health services in India: An analysis of primary health centers. Journal of Public Health and Epidemiology, 8(3), 76-84

: 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.

Paper Submission Last Date
31 - October - 2026

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