Main Article Content
Abstract
National food security requires grain for food adequacy, which is then processed into rice as a cereal product, one of the most dominant food commodities for the majority of Indonesian people. The analysis of the ratio normative consumption per capita to cereal production shows that 39.66% of districts in Indonesia experience a deficit in food availability, partly due to population growth which an increase has not matched in cereal production. The purpose of this research is to perform forecasting on the amount of grain production as a reference in formulating a strategy for supplying grain to the population to fulfil the staple food consumption needs of the Indonesian population. This research method uses secondary data on grain production in Indonesia with a range of 2000-2021, and forecasting is carried out until 2024. The data source comes from the Central Statistics Agency (BPS), and data processing uses SPSS (Statistical Package for Social Science). Forecasting techniques use four methods: simple moving average, weight moving average, exponential smoothing and double exponential smoothing. Forecasting results for grain production in 2000-2024 were below actual production, and the peak of production increase occurred in 2017 and then decreased production until forecasting in 2024. The lowest values for MAD, MSE and MAPE were for forecasting results using the WMA method.
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References
- Amalia RR, Prasetyo OC, & Hartini M. (2018). Konversi Gabah Ke Beras Tahun 2018. Citra Mawana Patamaro.
- Bala, B. K., Alias, E. F., Arshad, F. M., Noh, K. M., & Hadi, A. H. A. (2014). Modelling of food security in Malaysia. Simulation Modelling Practice and Theory, 47, 152–164. https://doi.org/10.1016/j.simpat.2014.06.001
- Bappenas. (2021). KEPMEN PPN/Kepala Bappenas Nomor 24/M.PPN/HK/10/2021 tentang Penetapan Rencana Aksi Nasional Pangan dan Gizi Tahun 2021-2024.
- BPS. (2019). Konsumsi Bahan Pokok 2019. BPS.
- BPS. (2021). Badan Pusat Statistik. https://www.bps.go.id/
- Brinkman, H. J., De Pee, S., Sanogo, I., Subran, L., & Bloem, M. W. (2010). High food prices and the global financial crisis have reduced access to nutritious food and worsened nutritional status and health. Journal of Nutrition, 140(1). https://doi.org/10.3945/jn.109.110767
- Chakona, G., & Shackleton, C. M. (2018). Household Food Insecurity along an Agro-Ecological Gradient Influences Children’s Nutritional Status in South Africa. Frontiers in Nutrition, 4(January). https://doi.org/10.3389/fnut.2017.00072
- Dhungel, S. ., & Acharya, P. (2017). Role of Rice in Food and Nutrition Security in Nepal. In Rice Science and Technology in Nepal(A historical,socio-cultural and technical compendium). Cdd, 77–85.
- GFSI. (2021). Rankings and trends Explore the year-on-year trends for the Global Food Security Index. Figures are from the annual baseline model (September 2021). https://impact.economist.com/sustainability/project/food-security-index/Index
- Heizer J, & Render B. (2015). Manajemen Operasi: Manajemen Keberlangsungan dan Rantai Pasok. Terjemahan oleh Hirson Kurnia, Ratna Sarawati dan David Wijaya. (11th ed.). Salemba Empat.
- Hidayat, A. A. A., Marini, G., & Tyas, A. P. M. (2020). Factors affecting nutritional status in children aged 6–24 months in Lamongan regency, Indonesia. Open Access Macedonian Journal of Medical Sciences, 8(E), 291–295. https://doi.org/10.3889/oamjms.2020.3666
- HLPE. (2020). Food security and nutrition: building a global narrative towards 2030. A report by the High-Level Panel of Experts on Food Security and Nutrition of the Committee on World Food Security, Rome.
- Hwalla, N., El Labban, S., & Bahn, R. A. (2016). Nutrition security is an integral component of food security. Frontiers in Life Science, 9(3), 167–172. https://doi.org/10.1080/21553769.2016.1209133
- Kemenkes RI. (2018). Riset Kesehatan Dasar 2018. Badan Penelitian dan Pengembangan Kesehatan Kemenkes RI.
- Kemenkes RI. (2021). Buku Saku Hasil Studi Status Gizi Indonesia (SSGI) Tingkat Nasional, Provinsi dan Kabupaten/Kota Tahun 2021.
- Kementan. (2019). Rencana Strategis Direktorat Jenderal Holtikultura Tahun 2020-2024. (Dirjen Holtikultura).
- Kementan. (2021). Peta Ketahanan dan Kerentanan Pangan Food Security And Vulnerability Atlas 2021 (Badan Ketahanan Pangan).
- Kementerian HAM RI. (2015). Peraturan Pemerintah Republik Indonesia Nomor 17 tahun 2015 tentang Ketahanan Pangan dan Gizi.
- Kementerian HAM RI. (2021). Undang-Undang Republik Indonesia Nomor 18 tahun 2012 Tentang Pangan.
- Naher, F., Barkat-e-Khuda, Ahmed, S. S., & Hossain, M. (2014). How nutrition-friendly are agriculture and health policies in Bangladesh? Food and Nutrition Bulletin, 35(1), 133–146. https://doi.org/10.1177/156482651403500114
- Osei, A., Pande, P., Spiro, D., Nielson, J., Shrestha, R., Talukder, Z., Quinn, V., & Haselow, N. (2010). Household food insecurity and nutritional status of children aged 6 to 23 months in Kailali District of Nepal. Food and Nutrition Bulletin, 31(4), 53–71. https://doi.org/10.1201/9781315365749-4
- Pandey, V. L., Mahendra Dev, S., & Jayachandran, U. (2016). Impact of agricultural interventions on the nutritional status in South Asia: A review. Food Policy, 62, 28–40. https://doi.org/10.1016/j.foodpol.2016.05.002
- Timmer, C. P. (2014). Food Security in Asia and the Pacific: The Rapidly Changing Role of Rice. Asia and the Pacific Policy Studies, 1(1), 73–90. https://doi.org/10.1002/app5.6
- Wauters, B. (2013). SMART or not : are simple management recipes useful to improve performance in a complex world ? A critical reflection based on the experience of the Flemish ESF Agency . December, 42. https://www.researchgate.net/publication/321768940
- Yudaruddin R. (2019). Forcasting : Untuk Kegiatan Ekonomi dan Bisnis. RV Pustaka Horizon.
References
Amalia RR, Prasetyo OC, & Hartini M. (2018). Konversi Gabah Ke Beras Tahun 2018. Citra Mawana Patamaro.
Bala, B. K., Alias, E. F., Arshad, F. M., Noh, K. M., & Hadi, A. H. A. (2014). Modelling of food security in Malaysia. Simulation Modelling Practice and Theory, 47, 152–164. https://doi.org/10.1016/j.simpat.2014.06.001
Bappenas. (2021). KEPMEN PPN/Kepala Bappenas Nomor 24/M.PPN/HK/10/2021 tentang Penetapan Rencana Aksi Nasional Pangan dan Gizi Tahun 2021-2024.
BPS. (2019). Konsumsi Bahan Pokok 2019. BPS.
BPS. (2021). Badan Pusat Statistik. https://www.bps.go.id/
Brinkman, H. J., De Pee, S., Sanogo, I., Subran, L., & Bloem, M. W. (2010). High food prices and the global financial crisis have reduced access to nutritious food and worsened nutritional status and health. Journal of Nutrition, 140(1). https://doi.org/10.3945/jn.109.110767
Chakona, G., & Shackleton, C. M. (2018). Household Food Insecurity along an Agro-Ecological Gradient Influences Children’s Nutritional Status in South Africa. Frontiers in Nutrition, 4(January). https://doi.org/10.3389/fnut.2017.00072
Dhungel, S. ., & Acharya, P. (2017). Role of Rice in Food and Nutrition Security in Nepal. In Rice Science and Technology in Nepal(A historical,socio-cultural and technical compendium). Cdd, 77–85.
GFSI. (2021). Rankings and trends Explore the year-on-year trends for the Global Food Security Index. Figures are from the annual baseline model (September 2021). https://impact.economist.com/sustainability/project/food-security-index/Index
Heizer J, & Render B. (2015). Manajemen Operasi: Manajemen Keberlangsungan dan Rantai Pasok. Terjemahan oleh Hirson Kurnia, Ratna Sarawati dan David Wijaya. (11th ed.). Salemba Empat.
Hidayat, A. A. A., Marini, G., & Tyas, A. P. M. (2020). Factors affecting nutritional status in children aged 6–24 months in Lamongan regency, Indonesia. Open Access Macedonian Journal of Medical Sciences, 8(E), 291–295. https://doi.org/10.3889/oamjms.2020.3666
HLPE. (2020). Food security and nutrition: building a global narrative towards 2030. A report by the High-Level Panel of Experts on Food Security and Nutrition of the Committee on World Food Security, Rome.
Hwalla, N., El Labban, S., & Bahn, R. A. (2016). Nutrition security is an integral component of food security. Frontiers in Life Science, 9(3), 167–172. https://doi.org/10.1080/21553769.2016.1209133
Kemenkes RI. (2018). Riset Kesehatan Dasar 2018. Badan Penelitian dan Pengembangan Kesehatan Kemenkes RI.
Kemenkes RI. (2021). Buku Saku Hasil Studi Status Gizi Indonesia (SSGI) Tingkat Nasional, Provinsi dan Kabupaten/Kota Tahun 2021.
Kementan. (2019). Rencana Strategis Direktorat Jenderal Holtikultura Tahun 2020-2024. (Dirjen Holtikultura).
Kementan. (2021). Peta Ketahanan dan Kerentanan Pangan Food Security And Vulnerability Atlas 2021 (Badan Ketahanan Pangan).
Kementerian HAM RI. (2015). Peraturan Pemerintah Republik Indonesia Nomor 17 tahun 2015 tentang Ketahanan Pangan dan Gizi.
Kementerian HAM RI. (2021). Undang-Undang Republik Indonesia Nomor 18 tahun 2012 Tentang Pangan.
Naher, F., Barkat-e-Khuda, Ahmed, S. S., & Hossain, M. (2014). How nutrition-friendly are agriculture and health policies in Bangladesh? Food and Nutrition Bulletin, 35(1), 133–146. https://doi.org/10.1177/156482651403500114
Osei, A., Pande, P., Spiro, D., Nielson, J., Shrestha, R., Talukder, Z., Quinn, V., & Haselow, N. (2010). Household food insecurity and nutritional status of children aged 6 to 23 months in Kailali District of Nepal. Food and Nutrition Bulletin, 31(4), 53–71. https://doi.org/10.1201/9781315365749-4
Pandey, V. L., Mahendra Dev, S., & Jayachandran, U. (2016). Impact of agricultural interventions on the nutritional status in South Asia: A review. Food Policy, 62, 28–40. https://doi.org/10.1016/j.foodpol.2016.05.002
Timmer, C. P. (2014). Food Security in Asia and the Pacific: The Rapidly Changing Role of Rice. Asia and the Pacific Policy Studies, 1(1), 73–90. https://doi.org/10.1002/app5.6
Wauters, B. (2013). SMART or not : are simple management recipes useful to improve performance in a complex world ? A critical reflection based on the experience of the Flemish ESF Agency . December, 42. https://www.researchgate.net/publication/321768940
Yudaruddin R. (2019). Forcasting : Untuk Kegiatan Ekonomi dan Bisnis. RV Pustaka Horizon.