Spatial Heterogeneity of Food Security in Indonesia: Unpacking the Roles of Technology and Democracy Index
DOI:
https://doi.org/10.34123/jurnalasks.v17i2.817Keywords:
Democracy, Food Security, ICT, Indonesia, Spatial Heterogeneity, UrbanizationAbstract
Introduction/Main Objectives: Food security is a key concern for all countries, especially Indonesia. Technological development and democratic quality are vital for sustainable food security. This study aims to determine the impact of technology and democracy on food security. Background Problems: The relationship between food security and these two factors remains uncertain. Moreover, the extant literature on the spatial impacts on food security yields results that are inconclusive. Novelty: This study offers a comprehensive depiction of the impact of spatial relationships between variables, with a particular focus on the quality of democracy and technology, on the multidimensionality of food security. Research Methods: A spatial lag model is applied to ascertain the impact of technological and democratic on multidimensional food security using data from 34 provinces in 2022. Finding/Results: The results reveal significant spatial dependence in Indonesia’s food security. Technological development and democratic quality positively and significantly affect food security, while urbanization and food crop land expansion show negative and positive effects, respectively. Spatial spillover accounts for approximately 37%–38% of the total impact of each explanatory variable. These findings suggest that technology adoption, democratic strengthening, and interprovincial collaboration are crucial for improving food security.
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Z. Zhang, K. Shi, L. Tang, K. Su, Z. Zhu, and Q. Yang, “Exploring the spatiotemporal evolution and coordination of agricultural green efficiency and food security in China using ESTDA and CCD models,” J Clean Prod, vol. 374, Nov. 2022, doi: 10.1016/j.jclepro.2022.133967.
FAO, “Rome Declaration on World Food Security,” Rome, 1996.
FAO, IFAD, UNICEF, WFP, and WHO, The state of food security and nutrition in the world 2023. Rome: FAO, 2023. doi: 10.4060/cc3017en.
C. M. Viana, D. Freire, P. Abrantes, J. Rocha, and P. Pereira, “Agricultural land systems importance for supporting food security and sustainable development goals: a systematic review,” Feb. 01, 2022, Elsevier B.V. doi: 10.1016/j.scitotenv.2021.150718.
M. K. Anser et al., “Impact of ict adoption and governance interaction on food security in West Africa,” Sustainability, vol. 13, no. 10, May 2021, doi: 10.3390/su13105570.
United Nations, “Work of the statistical commission pertaining to the 2030 agenda for sustainable development,” 2017.
BPS-Statistics Indonesia, “Prevalence of moderate or severe food insecurity in the population, based on the food insecurity experience scale (FIES.” Accessed: Dec. 13, 2024. [Online]. Available: https://www.bps.go.id/en/statistics-table/2/MTQ3NCMy/prevalence-of-moderate-or-severe-food-insecurity-in-the-population--based-on-the-food-insecurity-experience-scale--fies---percent-.html
BPS-Statistics Indonesia, “Prevalence of undernourishment,” Accessed: Dec. 13, 2024. [Online]. Available: https://www.bps.go.id/en/statistics-table/2/MTQ3MyMy/prevalence-of-undernourishment.html
World Food Programme, “Indonesia annual country report 2022,” 2022.
Economist Impact, “Global food security index 2022,” 2022. [Online]. Available: http://economistimpact.
K. Von Grebmer et al., “Global hunger index food systems transformation and local governance,” 2022.
A. Schnack, F. Bartsch, V. S. Osburg, and A. Errmann, “Sustainable agricultural technologies of the future: determination of adoption readiness for different consumer groups,” Technol Forecast Soc Change, vol. 208, Nov. 2024, doi: 10.1016/j.techfore.2024.123697.
R. Gouvea, D. Kapelianis, S. Li, and B. Terra, “Innovation, ICT & food security,” Glob Food Sec, vol. 35, Dec. 2022, doi: 10.1016/j.gfs.2022.100653.
I. H. Su, L. Wu, and K. H. Tan, “The future of the food supply chain: a systematic literature review and research directions towards sustainability, resilience, and technology adoption,” Journal of Digital Economy, vol. 2, pp. 303–316, Dec. 2023, doi: 10.1016/j.jdec.2024.03.001.
A. M. Heshmati, “Impacts of improved agricultural technologies on food security and child nutrition in rural Ethiopia,” Cogent Food Agric, vol. 9, no. 2, 2023, doi: 10.1080/23311932.2023.2276565.
G. Muha-Ud-Din et al., “CRISPR/Cas9-based genome editing: A revolutionary approach for crop improvement and global food security,” Jan. 01, 2024, Academic Press. doi: 10.1016/j.pmpp.2023.102191.
B. T. W. Hertel, U. L. C. Baldos, and K. O. Fuglie, “Trade in technology: a potential solution to the food security challenges of the 21st century,” Eur Econ Rev, vol. 127, Aug. 2020, doi: 10.1016/j.euroecorev.2020.103479.
M. B. Zegeye, A. H. Fikire, and A. B. Assefa, “Impact of agricultural technology adoption on food consumption expenditure: evidence from Rural Amhara Region, Ethiopia,” Cogent Economics and Finance, vol. 10, no. 1, 2022, doi: 10.1080/23322039.2021.2012988.
S.- Suprehatin, “Determinants of agricultural technology adoption by smallholder farmers in developing countries: perspective and prospect for Indonesia,” Jurnal Penelitian dan Pengembangan Pertanian, vol. 40, no. 1, p. 21, May 2021, doi: 10.21082/jp3.v40n1.2021.p21-30.
B. Hidayati, Ermitayusida, V. A. Qurrata, Nasikh, and W. Huang, “The digital agriculture model for sustainable food system: an analysis of agricultural technology adoption in East Java, Indonesia,” J Sustain Sci Manag, vol. 18, no. 4, pp. 173–191, Apr. 2023, doi: 10.46754/jssm.2023.04.013.
Md. A. Rahaman, “Governance and democracy,” in Global Encyclopedia of Public Administration, Public Policy, and Governance, Springer International Publishing, 2017, pp. 1–6. doi: 10.1007/978-3-319-31816-5_1819-1.
D. Cassimon, O. Fadare, and G. Mavrotas, “The combined effect of institutional quality and capital flows on food and nutrition security and undernourishment in Sub-Saharan Africa,” PLoS One, vol. 17, no. 10 October, Oct. 2022, doi: 10.1371/journal.pone.0275345.
N. N. Soko, S. Kaitibie, and N. N. Ratna, “Does institutional quality affect the impact of public agricultural spending on food security in Sub-Saharan Africa and Asia?,” Glob Food Sec, vol. 36, Mar. 2023, doi: 10.1016/j.gfs.2022.100668.
Y. Khan, Š. Bojnec, U. Daraz, and F. Zulpiqar, “Exploring the nexus between poor governance and household food security,” Economic Change and Restructuring, vol. 57, no. 2, Apr. 2024, doi: 10.1007/s10644-024-09679-w.
Abdullah, W. Qingshi, M. A. Awan, and J. Ashraf, “The impact of political risk and institutions on food security,” Current Research in Nutrition and Food Science, vol. 8, no. 3, pp. 924–941, Dec. 2020, doi: 10.12944/CRNFSJ.8.3.21.
A. Sen, Development as freedom. New York: Oxford University Press, 1999.
A. Awad, “The determinants of food insecurity among developing countries: are there any differences?,” Sci Afr, vol. 19, Mar. 2023, doi: 10.1016/j.sciaf.2022.e01512.
G. Mohamed, F. Chiad, M. Abdesslam, B. Omar, and M. S. M. AL-Absy, “Identifying determinants of food security using panel data analysis: evidence from maghreb countries,” Economies, vol. 12, no. 4, Apr. 2024, doi: 10.3390/economies12040091.
A. I. Ogunniyi, G. Mavrotas, K. O. Olagunju, O. Fadare, and R. Adedoyin, “Governance quality, remittances and their implications for food and nutrition security in Sub-Saharan Africa,” World Dev, vol. 127, Mar. 2020, doi: 10.1016/j.worlddev.2019.104752.
S. Kaur and H. Kaur, “Determinants of food security in Sub-Saharan Africa, South Asia and Latin America,” in Global Economic Cooperation, New Delhi: Springer, 2016. doi: https://doi.org/10.1007/978-81-322-2698-7_6.
M. K. Anser et al., “Social inclusion, innovation and food security in West Africa,” Sustainability (Switzerland), vol. 13, no. 5, pp. 1–12, Mar. 2021, doi: 10.3390/su13052619.
E. B. Yiadom, R. K. Dziwornu, J. K. M. Mawutor, and R. F. Amankwah, “Exploring the relationship between extreme weather events, urbanization, and food insecurity: Institutional quality perspective,” Environmental Challenges, vol. 13, Dec. 2023, doi: 10.1016/j.envc.2023.100775.
D. S. Wicaksono et al., “Modeling factors affecting educated unemployment on java island using geographically weighted poisson regression model,” Barekeng: Jurnal Ilmu Matematika dan Terapan, vol. 18, no. 1, pp. 0615–0626, Mar. 2024, doi: 10.30598/barekengvol18iss1pp0615-0626.
C. Zhao, C. Li, J. Liu, H. Lian, and W. Yamaka, “Analysis of factors affecting the spatial association network of food security level in China,” Agriculture (Switzerland), vol. 14, no. 11, Nov. 2024, doi: 10.3390/agriculture14111898.
National Food Agency, “Food security index 2022,” Jakarta, 2022.
R. C. Geary, “The contiguity ratio and statistical mapping,” 1954.
L. Anselin, Spatial Econometrics: Methods and models. Kluwer Academic, 1988.
J. LeSage and R. K. Pace, Introduction to spatial econometrics. Taylor & Francis Group, LLC, 2009. [Online]. Available: https://www.researchgate.net/publication/339938974
M. Mawarni and I. Machdi, “Dynamic nearest neighbours for generating spatial weight matrix,” in 2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS), Malang: IEEE, 2016, pp. 257–262. doi: 10.1109/ICACSIS.2016.7872771.
L. Anselin, A. K. Bera B’, R. Florax, and M. J. Yoon, “Simple diagnostic tests for spatial dependence,” Reg Sci Urban Econ, vol. 26, pp. 77–104, 1996.
J. Elhorst, “Spatial panel data analysis,” in Handbook of Applied Spatial Analysis, Springer Berlin Heidelberg, 2010. doi: 10.1007/978-3-642-03647-7.
D. N. Gujarati and D. C. Porter, Basic econometrics, 5th ed. McGraw-Hill, 2009.
H. Akaike, “A new look at the statistical model identification,” IEEE, vol. 19, no. 6, 1974.
M. Stone, “Comments on model selection criteria of akaike and,” Journal of the Royal Statistical Society. Series B (Methodological), vol. 41, no. 2, pp. 276–278, 1979.
J. P. Elhorst, Spatial econometrics from cross-sectional data to spatial panels. New York, 2014. [Online]. Available: http://www.springer.com/series/10096
M. Masha, E. Bojago, Y. Abrham, D. Leja, and M. W. Delango, “Determinants of food insecurity and coping mechanisms in Offa District, Southern Ethiopia,” J Agric Food Res, vol. 14, Dec. 2023, doi: 10.1016/j.jafr.2023.100782.
D. Rossignoli and S. Balestri, “Food security and democracy: do inclusive institutions matter?,” Canadian Journal of Development Studies, vol. 39, no. 2, pp. 215–233, Apr. 2018, doi: 10.1080/02255189.2017.1382335.
S. Szabo, “Urbanisation and food insecurity risks: assessing the role of human development,” Oxford Development Studies, vol. 44, no. 1, pp. 28–48, Jan. 2016, doi: 10.1080/13600818.2015.1067292.
M. U. Farrukh, M. K. Bashir, M. F. Rola-Rubzen, and A. Ahmad, “Dynamic effects of urbanization, governance, and worker’s remittance on multidimensional food security: an application of a broad-spectrum approach,” Socioecon Plann Sci, vol. 84, Dec. 2022, doi: 10.1016/j.seps.2022.101400.
E. B. Yiadom, R. K. Dziwornu, J. K. M. Mawutor, and R. F. Amankwah, “Exploring the relationship between extreme weather events, urbanization, and food insecurity: institutional quality perspective,” Environmental Challenges, vol. 13, Dec. 2023, doi: 10.1016/j.envc.2023.100775.
X. Cao, J. Han, and X. Li, “Analysis of the impact of land use change on grain production in Jiangsu Province, China,” Land (Basel), vol. 13, no. 1, Jan. 2024, doi: 10.3390/land13010020.
E. Nakasone and M. Torero, “A text message away: ICTs as a tool to improve food security,” Agricultural Economics (United Kingdom), vol. 47, pp. 49–59, Nov. 2016, doi: 10.1111/agec.12314.
C. C. Lee, M. Zeng, and K. Luo, “The impact of urbanization on food security in China,” International Review of Economics and Finance, vol. 93, pp. 1159–1175, Jun. 2024, doi: 10.1016/j.iref.2024.05.037.













