Estimating Household Price and Income Elasticities for Animal-Sourced Food: The Case of Bengkulu Province, Indonesia
DOI:
https://doi.org/10.7160/aol.2023.150307How to Cite
Abstract
Bengkulu is one of the provinces in Indonesia where household protein consumption is still below the national protein recommended allowance. This paper examines the effect of price, income and socio-demographic factors on household demand using the Quadratic Almost Ideal Demand System (QUAIDS) model and data from the Indonesian National Socio-Economic Survey (Susenas) in March 2021, which includes 5,079 households. The QUADS parameters were estimated using the Iterated Nonlinear Seemingly Unrelated Regression technique with theoretical restrictions imposed. The estimated parameters from the model were utilized to derive price and income elasticities for animal-derived foods. Empirically, it was found that fish is the most elastic animal-sourced food with a demand elasticity of 4.44%, followed by beef (2.78%), milk (1.94%), poultry (1.54%), and eggs (0.82%). Fish substitutes for beef, chicken, and eggs when prices increase but is complementary to milk. Four animal-sourced food groups, namely fish, beef, milk, and poultry, are luxury items, with income elasticities of 2.57%, 2.39%, 2.22%, and 1.36%, respectively. In contrast, eggs were found to be a normal good with an income elasticity of 0.53%. Fish and beef are very elastic; thus, the government can use pricing strategies and implement policy to increase poultry and eggs production so that daily protein requirements of 57 grams per capita per day are reached in Bengkulu province.References
Ali, D. O. (2014) "Biosecurity in Layer Farms", Zootechnica International, Vol. 2. ISSN 0392-0593.
Asian Development Bank (2019) "Policies to Support Investment Requirements of Indonesia’s Food and Agriculture Development during 2020-2045", Asian Development Bank. DOI: https://doi.org/10.22617/TCS190447-2
Abramovsky, L., Attanasio, O. and Phillips, D. (2012) "Demand responses to changes in consumer prices in Mexico: Lessons for policy and an application to the 2010 Mexican tax reforms", Royal Economic Society Conference Paper
Abdulai, A. (2002) "Household Demand for Food in Switzerland. A Quadratic Almost Ideal Demand System", Swiss Journal of Economics and Statistics (SJES), Vol. 138, No. 1, pp. 1-18. ISSN 2235-6282
Ackah, C. and Appleton, S. (2007) "Food price changes and consumer welfare in Ghana in the 1990s", CREDIT Research Paper
Ackah, C. and Appleton, S. (2007) "Food price changes and consumer welfare in Ghana in the 1990s", CREDIT Research Paper DOI: https://doi.org/10.4067/S0718-52862020000100127
Alboghdady, M. A. and Alashry, M. K. (2010) "The demand for meat in Egypt: An almost ideal estimation", African Journal of Agricultural and Resource Economics, Vol. 4, No. 1, pp. 70-81. ISSN 1993-3738. DOI: https://doi.org/10.22004/ag.econ.93884
Alnafissa, M. and Alderiny, M. (2019) "Analysis of Saudi demand for imported honey using an Almost Ideal Demand System (AIDS)", Journal of the Saudi Society of Agricultural Sciences, Vol. 19, No. 4, pp. 293-298. ISSN 1658-077X. DOI: https://doi.org/10.1016/j.jssas.2019.05.001
Al-Shuaibi, A. M. (2011) "An Economic Study of the Demand for Red meat in the Kingdom of Saudi Arabia using almost Ideal demand system", Trends in Agricultural Economics, Vol. 4, No. 1, pp. 30-40. ISSN 1994-7933 DOI: https://doi.org/10.3923/tae.2011.30.40
Anderson, G. and Blundell, R. (1983) "Testing restrictions in a flexible dynamic demand system: An application to consumers’ expenditure in Canada", The Review of Economic Studies, Vol. 50, No. 4, pp. 397-410. E-ISSN 1467-937X, ISSN 0034-6527.
Anindita, R. (2008) "Pendekatan Ekonomi Untuk Analisis Harga", Prenada Media Group, Jakarta. 117 p. ISBN 9789791486453. (In Indonesian)
Anindita, R., Sadiyah, A. A., Khoiriyah, N. and Nendyssa, D. R. (2020) "The demand for beef in Indonesian urban", In IOP Conference Series: Earth and Environmental Science, Vol. 411, No. 1. ISSN 1755-1307. DOI: https://doi.org/10.1088/1755-1315/411/1/012057
Banks, J., Blundell, R. and Lewbel, A. (1997) "Quadratic Engel curves and consumer demand", Review of Economics and Statistics, Vol. 79, No. 4, pp. 527-539. E-ISSN 1530-9142, ISSN 0034-6535. DOI: https://doi.org/10.1162/003465397557015
Barnett, W. A. and Seck, O. (2008) "Rotterdam model versus almost ideal demand system: will the best specification please stand up?", Journal of Applied Econometrics, Vol. 23, N0. 6, pp.795 -824. E-ISSN 1099-1255. DOI: https://doi.org/10.1002/jae.1009
Barigozzi, M., Alessi, L., Capasso, M. and Fagiolo, G. (2012) "The distribution of household consumption-expenditure budget shares", Structural Change and Economic Dynamics, Vol. 23, No. 1, pp. 69-91. ISSN 0954-349X DOI: https://doi.org/10.1016/j.strueco.2011.09.003
Coelho, A. B. and de Aguiar, D. (2007) "O modelo quadratic almost ideal demand system (quaids): Uma aplicação para o brasil", In: Gasto e Consumo Das Famílias Brasileiras Contemporâneas, Vol. 2, Brasilia, book, pp. 485-514. ISBN 10 85-86170-85-2. (In Portuguese).
Deaton, A. and Muellbauer, J. (1980) "An almost ideal demand system", The American Economic Review, Vol. 70, No. 3, pp. 312-326. ISSN 0002-8282
Deaton, A. and Paxson, C. (1998) "Economies of Scale, Household Size, and The Demand for Food", Journal of Political Economy, Vol. 106, No. 5, pp. 897-930. ISSN 0022-3808. DOI: https://doi.org/10.1086/250035
Donkoh, S. A., Alhassan, H. and Nkegbe, P. K. (2014) "Food expenditure and household welfare in Ghana", African Journal of Food Science, Vol. 8, No. 3, pp. 164-175. ISSN 1996-0794 DOI: https://doi.org/10.5897/AFSF2013.1120
Elijah Obayelu, A., Okoruwa, V. O., and Ajani, O. I. Y. (2009) "Cross-sectional analysis of food demand in the North Central, Nigeria: The quadratic almost ideal demand system (QUAIDS) approach", China Agricultural Economic Review, Vol. 1. No. 2, pp. 173-193. ISSN 1756-137X DOI: https://doi.org/10.1108/17561370910927426
Engel, E. (1857) "Die Productions-und Consumptions verhaltnisse des Konigreichs Sachsen. [The Production and Consumption Conditions of the Kingdom of Saxony], reprinted, 1895. Engel’s Die Lebenskosten belgischer Atbeiter-Familien.
Giwa, F. and Choga, I. (2020) "The Impact of Food Price Changes and Food Insecurity on Economic Welfare: A Case of Selected Southern African Countries", Journal of Reviews on Global Economics, Vol. 9, pp. 77-93. ISSN 1929-7092. DOI: https://doi.org/10.6000/1929-7092.2020.09.08
Haag, B. R., Hoderlein, S. and Pendakur, K. (2009) "Testing and imposing Slutsky symmetry in nonparametric demand systems", Journal of Econometrics, Vol. 153, No. 1, pp. 33-50. ISSN 0304-4076. DOI: https://doi.org/10.1016/j.jeconom.2009.04.003
Hayat, N., Hussain, A. and Yousaf, H. (2016) "Food demand in Pakistan: Analysis and projections", South Asia Economic Journal, Vol. 17, No. 1, pp. 94-113. ISSN 0973-077X DOI: https://doi.org/10.1177/1391561415621
Hayes, D. J., Wahl, T. I. and Williams, G. W. (1990) "Testing restrictions on a model of Japanese meat demand", American Journal of Agricultural Economics, Vol. 72, No. 3, pp. 556-566. ISSN 0002-9092 DOI: https://doi.org/10.2307/1243024
Henneberry, S. R. and Hwang, S. (2007) "Meat demand in South Korea: An application of the restricted source-differentiated almost ideal demand system model", Journal of Agricultural and Applied Economics, Vol. 39, No. 1, pp. 47-60. ISSN 1074-0708. DOI: https://doi.org/10.1017/S1074070800022744
Jackson, T. and Marks, N. (1999) "Consumption, sustainable welfare and human needs - with reference to UK expenditure patterns between 1954 and 1994", Ecological Economics, Vol. 28, No. 3, pp. 421-441. ISSN 0921-8009. DOI: https://doi.org/10.1016/S0921-8009(98)00108-6
Jones, A. and Mazzi, M. G. (1996) "Tobacco consumption and taxation in Italy: An application of the QUAIDS model", Applied Economics, Vol. 28, No. 5, pp. 595-603. E-ISSN 0003-6846, ISSN 1466-4283 DOI: https://doi.org/10.1080/00036849600000039
Kharisma, B., Alisjahbana, A. S., Remi, S. S. and Praditya, P. (2020) "Application of the Quadratic Almost Ideal Demand System (QUAIDS) Model in the Demand of the Household Animal Sourced Food in West Java", AGRIS on-line Papers in Economics and Informatics, Vol. 12, No. 1, pp. 23-35. ISSN 1804-1930. DOI: https://doi.org/10.7160/aol.2020.120103
Khoiriyah, N., Anindita, R., Hanani, N., and Muhaimin, A. W. (2018) "Permintaan Pangan Hewani Di Pedesaan Jawa Timur, Indonesia", Jurnal Ketahanan Pangan, Vol. 2, No. 2, pp. 198-207. ISSN 2654-2811. (In Idonesian)
Khoiriyah, N., Anindita, R., Hanani, N., and Muhaimin, A. W. (2019) "Animal Food Demand in Indonesian Rural: A Quadratic Almost Ideal Demand System Approach", WACANA: Jurnal Sosial dan Humaniora, Vol. 22, No. 2. E-ISSN 2338-1884, ISSN 1411-0199.
Khoiriyah, N., Anindita, R., Hanani, N., and Muhaimin, A. W. (2020) "Impacts of Rising Animal Food Prices on Demand and Poverty in Indonesia", Agricultural SocioEconomics Journal, Vol. 20, No. 1, pp. 65-76. E-ISSN 2252-6757, ISSN 1412-1425 DOI: https://doi.org/10.21776/ub.agrise.2020.20.1.9
Korir, L., Rizov, M. and Ruto, E. (2018) "Analysis of household food demand and its implications on food security in Kenya: An application of QUAIDS model", 92nd annual conference, April 16-18, 2018, Warwick University, Coventry, UK. 20 p DOI: https://doi.org/10.22004/ag.econ.273474
Lokuge, L. D. M. N. and Edirisinghe, J. C. (2015) "Econometric analysis of the demand for pulses in Sri Lanka: an almost ideal estimation with a censored regression", Journal of Agriculture and Environment for International Development (JAEID), Vol. 109, No. 1, pp. 41-53. E-ISSN 2240-2802 DOI: https://doi.org/10.12895/jaeid.20151.225
Martin, W. and Ivanic, M. (2016) "Food Price Changes, Price Insulation, and Their Impacts on Global and Domestic Poverty", chapter, In: Food Price Volatility and Its Implications for Food Security and Policy, pp. 101-113. E-ISBN 978-3-319-28201-5, ISBN 978-3-319-28199-5 DOI: https://doi.org/10.1007/978-3-319-28201-5_5
Maula, L. R., Anindita, R., Rianti, T. S. M., Pratama, A. R. and Khoiriyah, N. (2019) "Demand for Animal Food in The Rural and Urban of Maluku, Indonesia", Proceeding of the 2nd International Conference on Food and Agriculture, Vol. 2, No. 1. ISBN 9786021491799.
Paramashanti, B. A. (2020) "Challenges for Indonesia zero hunger agenda in the context of COVID-19 pandemic", Kesmas: Jurnal Kesehatan Masyarakat Nasional (National Public Health Journal). E-ISSN 2460-0601, ISSN 1907-7505 DOI: https://doi.org/10.21109/kesmas.v15i2.3934
Negi, D. S. (2018) "The Welfare Impacts of High Food Prices: Resource Endowments and Spill-Over Effects". [Online]. Available: https://www.isid.ac.in/~epu/acegd2018/papers/ DigvijayNegi.pdf [Accessed: Sept. 25, 2022].
Nendissa, D. R., Anindita, R., Khoiriyah, N. and Sa’diyah A. A. (2021) "Consumption and Beef Price Changes on Demand in East Nusa Tenggara, Indonesia", AGRIS on-line Papers in Economics and Informatics, Vol. 13, No. 2, pp. 97-107. ISSN 1804-1930 DOI: https://doi.org/10.7160/aol.2021.130208
Poi, B. P. (2012) "Easy demand-system estimation with quaids.", Stata Journal, Vol. 12, No. 3, pp. 433-446. ISSN 1536867X. DOI: https://doi.org/10.1177/1536867X1201200306
Ray, R. (1983) "Measuring the costs of children: an alternative approach", Journal of Public Economics, Vol. 22, No. 1, pp. 89-102. ISSN 0047-2727 DOI: https://doi.org/10.1016/0047-2727(83)90058-0
Rathnayaka, S. D., Selvanathan, S., Selvanathan, E. A. and Kler, P. (2019) "Modelling Sri Lankan consumption patterns using error corrected LA-AIDS", Economic Modelling, Vol. 80, pp. 185-191. ISSN 0264-9993. DOI: https://doi.org/10.1016/j.econmod.2018.11.006
Ravikumar, B., Ray, S. and Savin, N. E. (2000) "Robust wald tests in sur systems with addingup restrictions", Econometrica, Vol. 63, No. 3, pp. 715-719. E-ISSN 1468-026, ISSN 0012-9682 DOI: https://doi.org/10.1111/1468-0262.00129
Roley, V. V. (1983) "Symmetry restrictions in a system of financial asset demands: Theoretical and empirical results", The Review of Economics and Statistics, Vol. 65, No. 1, pp. 124-130. E-ISSN 1530-9142, ISSN 0034-6535. DOI: https://doi.org/10.2307/1924416
Salvia, A. L., Leal Filho, W., Brandli, L. L. and Griebeler, J. S. (2019) "Assessing research trends related to Sustainable Development Goals: Local and global issues", Journal of Cleaner Production, Vol. 208, pp. 841-849. ISSN 0959-6526 DOI: https://doi.org/10.1016/j.jclepro.2018.09.242
Singh, K., Dey, M. M. and Thapa, G. (2011) "An error corrected almost ideal demand system for crustaceans in the United States", Journal of international food & agribusiness marketing, Vol. 23, No. 3, pp. 271-284. ISSN 0897-4438.
Shaffer, E. (2015) "WASDE: World meat production to rise in 2016", June 11, 2015. [Online]. Available: https://www.meatpoultry.com/articles/13089-wasde-world-meat-production-to-risein-2016 [Accessed: Sept. 25, 2022].
Tefera, N. U., Desta, M. D. and Rashid, S. (2018) "A Dynamic analysis of food demand patterns and habit effects: Panel evidence from rural households in Ethiopia", Journal of Agricultural Economics, Vol. 1, No. 1, pp. 1-13. E-ISSN 1477-9552.
Tiberti, L. and Tiberti, M. (2018) "Food price changes and household welfare: What do we learn from two different approaches?", The Journal of Development Studies, Vol. 54, No. 1, pp. 72-92. ISSN 0022-0388 DOI: https://doi.org/10.1080/00220388.2016.1269888
Umaroh, R. and Pangaribowo, E. H. (2020) "Welfare Impact of High-Nutrient Foods’price Increase on Indonesian Households: Is There a Role for Own-Farm Production?", Journal of Indonesian Economy and Business (JIEB), Vol. 35, No. 1, pp. 17-29. E-ISSN 2338-584, ISSN 2085-8272. DOI: https://doi.org/10.22146/jieb.50424
Vanany, I., Maftuhah, D. I., Jaelani, L. M., Hajar, G. and Utami, N. M. C. (2019) "Modeling of chicken production for food security in Indonesia", 2019 International Conference on Industrial Engineering and Engineering Management (IEEM), pp. 627-631. ISSN 2157-3611. DOI: https://doi.org/10.1109/IEEM44572.2019.8978877
Wahyuni, D., Purnastuti, L. and Mustofa, M. (2016) "Analisis Elastisitas Tiga Bahan Pangan Sumber Protein Hewani di Indonesia", Jurnal Economia, Vol. 12, No. 1, pp. 43-53. ISSN 1858-2648. DOI: https://doi.org/10.21831/economia.v12i1.9544








