Spatial analysis and autocorrelation of population growth in Zamboanga Sibugay Province: A GIS-based analysis from census data and projections

Paper Details

Research Paper 10/04/2024
Views (877)
current_issue_feature_image
publication_file

Spatial analysis and autocorrelation of population growth in Zamboanga Sibugay Province: A GIS-based analysis from census data and projections

Rosienie D. Gallardo, Brithney Shane Q. Oquete, Nehimiah F. Marquez
J. Biodiv. & Environ. Sci. 24(4), 85-91, April 2024.
Copyright Statement: Copyright 2024; The Author(s).
License: CC BY-NC 4.0

Abstract

Using Geographic Information System (GIS) techniques on census data and projections, this study presents a thorough spatial analysis of population dynamics within Zamboanga Sibugay Province, Philippines, demonstrating patterns of population distribution, density, and growth.  The research reveals trends in population changes over time by using spatial analysis through GIS and secondary data analysis. It reveals notable population increases within the province, particularly in the capital municipality of Ipil, which is attributed to urbanization and the centralization of economic opportunities. The method used estimates future population growth using the Geometric Projection Formula, showing a continuous upward trend throughout the province. By identifying outliers and clusters of similar growth rates, spatial analysis—including Local Moran’s I analysis which provides a more intricate understanding of population distribution and its implications for infrastructure development and resource allocation. The findings demonstrate that while some municipalities face depopulation and significant population growth, indicating trends toward urbanization, others observe substantial population growth, underscoring development disparities and the necessity of focused interventions. The study concludes that Zamboanga Sibugay Province faces uneven population growth, which has consequences for strategic planning related to services, infrastructure, and economic opportunities in order to support growth and reduce disparities.

Almquist ZW, Butts CT. 2012. Point process models for household distributions within small areal units. Demogr. Res. 26, 593–632. http://dx.doi.org/10.4054/DemRes.2012.26.22.

Chi G, Ventura SJ. 2011. Population Change and Its Driving Factors in Rural, Suburban, and Urban Areas of Wisconsin, USA, 1970–2000. International Journal of Population Research 2011, 1–14. https://doi.org/10.1155/2011/856534

Clarke JI. 1972. Population geography. Second Edition, Oxford: Pergamon Press.

Geospatial Analysis – Spatial and GIS analysis techniques and GIS Software. (n.d.). http://www.spatialanalysisonline.com

Hachadoorian L, Gaffin S, Engelman R. 2011. Projecting a gridded population of the world using ratio methods of trend extrapolation. In: Cincotta, R.P., Gorenflo, L.J. (Eds.), Human Population, Ecological Studies. Springer, Berlin Heidelberg, pp. 13–25.

Haining RP, Group TF, Li G. 2021. Modelling Spatial and Spatial-Temporal Data. CRC Press. http://books.google.ie/books?id=qwqVzgEACAAJ&dq=Spatial+Data+Analysis:+Theory+and+Practice%22+by+Robert+Haining+(ISBN:+978-0521774372).&hl=&cd=3&source=gbs_api

Harris R, Jarvis C. 2014. Statistics for Geography and Environmental Science. Routledge. http://books.google.ie/books?id=neN9AwAAQBAJ&printsec=frontcover&dq=%22Statistics+in+Geography%22+by+David+Ebdon+(ISBN:+978-0631136880)&hl=&cd=2&source=gbs_api

Linard C, Gilbert M, Snow RW, Noor AM, Tatem AJ. 2012. Population Distribution, Settlement Patterns and Accessibility across Africa in 2010. PLoS ONE 7(2), e31743. https://doi.org/10.1371/journal.pone.0031743

Matthews SA, Parker DM. 2013. Progress in spatial demography. Demogr. Res. 28, 271–312.

Salvati L. 2011. The spatial nexus between population growth and land degradation in a dry Mediterranean region: a rapidly changing pattern? International Journal of Sustainable Development & World Ecology 19(1), 81–88. https://doi.org/10.1080/13504509.2011.593007

Zamboanga Sibugay Profile – PhilAtlas. 1903. https://www.philatlas.com/mindanao/r09/zamboanga-sibugay.html

Related Articles

Land use conflicts: An impediment to improved agrifood value chain management as perceived by crop farmers in southeast Nigeria

J. U. Chikaire, C. C. Ejiogu, H. I. Duruanyim, T. O. Ogbuji, S. I. Ogbaa, A. O. Kalu, J. I. Ukpabi, A. Rufai, L. C. Izunobi, J. U. Okwudili, C. I. Anah, E. U. Omeire, I. O. Okeoma, J. Nnametu, U. G. Chris-Ejiogu, I. E. Edom, C. N. Atoma, U. S. Awhareno, E. C. Mube-Williams, S. O. Adejoh, A. D. Ude, J. O. Oparaojiaku, C. O. Osuagwu, E. E. Ihem, B. N. Aririguzo, E. C. C. Amaechi, M. N. Osuji, C. A. Acholonu, J. Biodiv. & Environ. Sci. 28(1), 102-113, January 2026.

Farmland and geospatial resource survey for food security promotion among farm families in Imo state, Nigeria

J. U. Chikaire, C. C. Ejiogu, M. N. Osuji, C. A. Acholonu, I. E. Edom, U. S. Awhareno, E. C. Mube-Williams, C. N. Atoma, S. O. Adejoh, H. I. Duruanyim, T. O. Ogbuji, S. I. Ogbaa, A. O. Kalu, J. I. Ukpabi, A. Rufai, L. C. Izunobi, J. U. Okwudili, E. U. Omeire, I. O. Okeoma, J. Nnametu, A. D. Ude, C. I. Anah, J. O. Oparaojiaku, C. O. Osuagwu, E. E. Ihem, B. N. Aririguzo, E. C. C. Amaechi, J. Biodiv. & Environ. Sci. 28(1), 78-95, January 2026.

Phytochemical composition, miticidal and pediculicidal efficacy of ethanolic leaf extracts of neem (Azadirachta indica) and tobacco (Nicotiana tabacum) against Pterolichus obtusus and Goniodes dissimilis

Roel T. Calagui*, Sherwin L. Alota, Jhaysel G. Rumbaoa, Glydel Joy T. Ragutero, Kyrone D. Ancheta, Lovely Grace V. Jacinto, Kjelle Cristlea P. Cabang, Bryan Jerome R. Bassig, J. Biodiv. & Environ. Sci. 28(1), 68-77, January 2026.

Mangroves under pressure: Local threats and management realities in Malamawi Island, Basilan, Philippines

Norvie Semine*, Jill Ruby Parmisana, Ashikeen Tampipi, Chris Rey Lituanas, Wella Tatil, J. Biodiv. & Environ. Sci. 28(1), 56-67, January 2026.

Institutional e-waste management: A knowledge, attitude, and perception study among the administrative staff at Mindanao State University, Iligan Institute of Technology, Philippines

Rezanne Mabyl Burlado*, Rodolfo II Romarate, Peter Suson, Wella Tatil, J. Biodiv. & Environ. Sci. 28(1), 40-55, January 2026.

Biomass and carbon stocks of fine litterfall and coarse woody debris in riparian and non-riparian tropical forests of Carmen, Bohol, Philippines

Carl Anthony G. Budiongan, Jairyl B. Oclarit*, Noel T. Lomosbog, J. Biodiv. & Environ. Sci. 28(1), 24-39, January 2026.

Microhabitat and seasonal influences on terrestrial mollusc communities in a reforested secondary forest, south-eastern Côte d’Ivoire

Amani N’dri Saint-Clair*, Pokou Konan Pacome, N'dri Kouassi Jerome, Otchoumou Atcho, J. Biodiv. & Environ. Sci. 28(1), 12-23, January 2026.