Analyzing Meat and Seafood Import Demand in Trinidad and Tobago Using the Linear Approximate Almost Ideal Demand System Model

DOI 10.7160/aol.2023.150403
No 4/2023, December
pp. 41-52

Forgenie, D., Hutchinson, S. D., Khoiriyah, N. and Mahase-Forgenie, M. (2023) "Analyzing Meat and Seafood Import Demand in Trinidad and Tobago Using the Linear Approximate Almost Ideal Demand System Model", AGRIS on-line Papers in Economics and Informatics, Vol. 15, No. 4, pp. 41-52. ISSN 1804-1930. DOI 10.7160/aol.2023.150403.

Abstract

A linear approximated almost ideal demand system model is specified to estimate imported meat and seafood demand in Trinidad and Tobago for the period 1976 to 2019 using annual data. Model parameters were estimated using seemingly unrelated regression with theoretical restrictions imposed. The results found that own-price of imported poultry and seafood negatively affected import expenditure share while own-price positively affected import expenditure share for imported beef, pork, and mutton. In addition, income negatively affected the import expenditure share of imported beef but positively affected the import expenditure share of imported pork, poultry, seafood, and mutton over the study period. Expenditure elasticity for imported meats and seafood reveals that they are all normal goods. Imported beef, pork, poultry, seafood, and mutton had expenditure elasticities of 0.57, 1.13, 1.94, 1.12, and 1.05, respectively. Imported pork, poultry, seafood, and mutton were found to be luxuries with income-elastic import demand. Own-price elasticities reveal that imported poultry was the most import elastic with an own-price elasticity of 1.40, followed by imported seafood (1.22), beef (0.65), mutton (0.54), and pork (0.48). Cross-price elasticities revealed that various complementary and substitution relationships existed among imported meats and seafood over the study period. Hicksian cross-price elasticities showed that mostly substitution relationships existed between various pairs of imported meats and seafood. The study also highlighted some policy recommendations that can be derived from the results.

Keywords

Meat and seafood imports, LA-AIDS, elasticities, food policy, Trinidad and Tobago.

References

  1. Alston, J. M. and Chalfant, J. A. (1993) "The silence of the lambdas: A test of the almost ideal and Rotterdam models", American Journal of Agricultural Economics, Vol. 75, No. 2, pp. 304-313. E-ISSN 1467-8276. DOI 10.2307/1242914.
  2. Anindita, R., Sadiyah, A., Khoiriyah, N. and Nendyssa, D. (2020) "The demand for beef in Indonesian urban", Paper presented at the IOP Conference Series: Earth and Environmental Science, Vol. 411, p. 012057. DOI 10.1088/1755-1315/411/1/012057.
  3. Barnett, W. A. and Seck, O. (2008) "Rotterdam versus Almost Ideal Demand System: Will the Best Specification Please Stand Up?", Journal of Applied Econometrics, Vol. 23, No. 6, pp. 795-824. E-ISSN 1099-1255. DOI 10.1002/jae.1009.
  4. Basarir, A. (2013) "An almost ideal demand system analysis of meat demand in UAE", Bulgarian Journal of Agricultural Science, Vol. 19, No. 1, pp. 32-39. E-ISSN 2534-983X, ISSN 1310-0351.
  5. Byrne, P. J., Capps, Jr. O. and Saha, A. (1996) "Analysis of food‐away‐from‐home expenditure patterns for US households, 1982-89", American Journal of Agricultural Economics, Vol. 78, No. 3, pp. 614-627. E-ISSN 1467-8276. DOI 10.2307/1243279. /10.2307/1243279.
  6. Deaton, A. and Muellbauer, J. (1980) "An almost ideal demand system", The American Economic Review, Vol. 70, No. 3, pp. 312-326. ISSN 2640-205X.
  7. Eales, J. S. and Unnevehr, L. (1994) "The inverse almost ideal demand system", European Economic Review, Vol. 38, No. 1, pp. 101-115. ISSN 0014-2921. DOI 10.1016/0014-2921(94)90008-6.
  8. Ezedinma, C. I., Kormawa, P. and Chianu, J. (2006) "Urban household demand for meat and meat products in Nigeria: an almost ideal demand system analysis", FAMAN Conference 2006 54404, Farm Management Association of Nigeria (FAMAN), Jos, Nigeria, September 18-21, 2006. DOI 10.22004/ag.econ.54404.
  9. FAO (2022a) "Meat Food Supply Quantity (kg/capita/yr)". [Online].Available: https://www.fao.org/ faostat/en/#data/FBS [Accessed: Jan. 10, 2023].
  10. FAO (2022b) "Supply Utilization Accounts". [Online].Available: https://www.fao.org/faostat/ en/#data/SCL [Accessed: Jan. 10, 2023].
  11. FAO (2022c) "Trade - Crops and Livestock Products". [Online]. Available: http://www.fao.org/ faostat/en/#data/QL [Accessed: Jan. 10, 2023].
  12. Forgenie, D., Khoiriyah, N., Mahase-Forgenie, M. and Adeleye, B. N. (2023) "An Error-Corrected Linear Approximate Almost Ideal Demand System Model for Imported Meats and Seafood in Indonesia", [Online]. Available: SSRN 4393533 [Accessed: Jan. 19, 2023]. DOI 10.2139/ssrn.4393533.
  13. Golan, A., Perloff, J. M. and Shen, E. Z. (2001) "Estimating a demand system with nonnegativity constraints: Mexican meat demand", Review of Economics and Statistics, Vol. 83, No. 3, pp. 541-550. ISSN 0034-6535, E-ISSN 1530-9142.
  14. Hejazi, M., Marchant, M. A., Zhu, J. and Ning, X. (2019) "The decline of US export competitiveness in the Chinese meat import market", Agribusiness, Vol. 35, No. 1, pp. 114-126. ISSN 0742-4477. DOI 10.1002/agr.21588.
  15. Henneberry, S. R. and Hwang, S.-H. (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, E-ISSN 2056-7405. DOI 10.1017/S1074070800022744.
  16. Jabarin, A. S. (2005) "Estimation of Meat Demand System in Jordan: An Almost Ideal Demand System", International Journal of Consumer Studies, Vol. 29, No. 3, pp. 232-238. E-ISSN 1470-6431. DOI 10.1111/j.1470-6431.2005.00408.x.
  17. Karagiannis, G., Katranidis, S. and Velentzas, K. (2000) "An Error Correction Almost Ideal Demand System for Meat in Greece", Agricultural Economics, Vol. 22, No. 1, pp. 29-35. ISSN 1477-9552. DOI 10.1016/S0169-5150(99)00035-3.
  18. 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 Informatics, Vol. 12, No. 1, pp. 23-35. ISSN 1804-1930. DOI 10.7160/aol.2020.120103.
  19. Khoiriyah, N., Ratya, A., Nuhfil, H. and Wahib, M. A. (2020) "The analysis demand for animal source food in Indonesia: using Quadratic Almost Ideal Demand System", Business: Theory Practice, Vol. 21, No. 1, pp. 427-439. ISSN 1648-0627. DOI 10.3846/btp.2020.10563.
  20. 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 Environment for International Development, Vol. 109, No. 1, pp. 41-53. ISSN 2240-2802. DOI 10.12895/jaeid.20151.225.
  21. Memon, M. H., Mansoor, L., Khan, K. and Ahmed, M. (2015) "An empirical analysis of meat demand: A case study of Pakistan", Pakistan Journal of Applied Social Sciences, Vol. 2, No. 2012, pp. 1-7. ISSN 2409-0077, E-ISSN 2663-8894.
  22. Motallebi, M. and Pendell, D. L. (2013) "Estimating an almost ideal demand system model for meats in Iran", Annual Meeting, August 4-6, 2013, Washington, D.C. 150188, Agricultural and Applied Economics Association. DOI 10.22004/ag.econ.150188.
  23. 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 Informatics, Vol. 13, No. 2, pp. 97-107. ISSN 1804-1930. DOI 10.7160/aol.2021.130208.
  24. Nikolaou, A., and Velentzas, K. (2000) "Meat demand in Greece: an application of the inverse almost- ideal demand system", Agricoltura Mediterranea, Vol. 130, No. 3/4, pp. 177-183. ISSN 0394-0438.
  25. OECD/FAO (2022) "OECD-FAO Agricultural Outlook 2022-2031", Paris: OECD Publishing. [Online]. Available: https://www.oecd-ilibrary.org/agriculture-and-food/oecd-fao-agricultural- outlook-2022-2031_f1b0b29c-en [Accessed: Dec. 5, 2022].
  26. Pourmokhtar, E., Moghaddasi, R., Nejad, A. M. and Hosseini, S. S. (2018) "Meat demand model in Iran: a restricted source-differentiated almost ideal demand system approach", Economic Journal of Emerging Markets, Vol. 10, No. 2, 194-204. E-ISSN 2502-180X. DOI 10.20885/ejem.vol10.iss2.art8.
  27. Ramírez, A. (2013) "A multi-stage almost ideal demand system: The case of beef demand in Colombia", Revista Colombiana de Estadística, Vol. 36, No. 1, pp. 23-42. E-ISSN 2389-8976, ISSN 0120-1751.
  28. Ramírez Tinoco, J., Martínez Damián, M. Á., García Mata, R., Hernández Garay, A. and Mora Flores, J. S. (2011) "An almost ideal demand system (AIDS) applied to beef, pork and chicken cuts, eggs and tortillas in Mexico for the period 1995-2008", Revista Mexicana de Ciencias Pecuarias, Vol. 2, No. 1, pp. 39-51. E-ISSN 2448-6698, ISSN 2007-1124.
  29. Rathnayaka, S. D., Selvanathan, S., Selvanathan, E. 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 10.1016/j.econmod.2018.11.006.
  30. Selvanathan, E. A., Jayasinghe, M., Hossain, M. M. and Selvanathan, S. (2020) "Modelling the demand for meat in Bangladesh", In: Islam, M., Hossain, M. (eds) " Science and Technology Innovation for a Sustainable Economy", Springer, Cham. E-ISBN 978-3-030-47166-8, ISBN 978-3-030-47165-1. DOI 10.1007/978-3-030-47166-8_8.
  31. Shibia, M., Rahman, S. and Chidmi, B. (2017) "Consumer demand for meat in Kenya: an examination of the linear approximate almost ideal demand system", Annual Meeting, February 4-7, 2017, Mobile, Alabama, Southern Agricultural Economics Association (SAEA). DOI 10.22004/ag.econ.252789.
  32. 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 08974438. DOI 10.1080/08974438.2011.586925.
  33. Taljaard, P. R., Alemu, Z. G. and Van Schalkwyk, H. D. (2004) "The demand for meat in South Africa: an almost ideal estimation", Agrekon, Vol. 43, No. 4, pp. 430-443. E-ISSN 2078-0400. DOI 10.1080/03031853.2004.9523659.
  34. Taljaard, P. R., van Schalkwyk, H. D. and Alemu, Z. G. (2006) "Choosing between the AIDS and Rotterdam models: A meat demand analysis case study", Agrekon, Vol. 45, No. 2, pp. 158-172. E-ISSN 2078-0400. DOI 10.1080/03031853.2006.9523740.
  35. Verbeke, W., and Ward, R. W. (2001) "A fresh meat almost ideal demand system incorporating negative TV press and advertising impact", Agricultural Economics, Vol. 25, No. 2, pp. 359-374. ISSN 0169-5150. DOI 10.1111/j.1574-0862.2001.tb00215.x.
  36. Wadud, M. A. (2006) "An analysis of meat demand in Bangladesh using the almost ideal demand system", The Empirical Economics Letters, Vol. 5, No. 1, pp. 29-35. ISSN 1681-8997.
  37. Whitton, C., Bogueva, D., Marinova, D. and Phillips, C. J. (2021) "Are we approaching peak meat consumption? Analysis of meat consumption from 2000 to 2019 in 35 countries and its relationship to gross domestic product", Animals, Vol. 11, No. 12, p. 3466. ISSN 2076-2615. DOI 10.3390/ani11123466.
  38. Zellner, A. (1962) "An Efficient Method of Estimating Seemingly Unrelated Regressions and Tests for Aggregation Bias", Journal of the American Statistical Association, Vol. 57, No. 298, pp. 348-368. E-ISSN 1537-274X, ISSN 0162-1459. DOI 10.2307/2281644.
  39. Zhang, H., Wang, J. and Martin, W. (2018) "Factors affecting households' meat purchase and future meat consumption changes in China: a demand system approach", Journal of Ethnic Foods, Vol. 5, No. 1, pp. 24-32. ISSN 2352-6181. DOI 10.1016/j.jef.2017.12.004.
  40. Zhou, X. (2015) "Using almost ideal demand system to analyze demand for shrimp in US food market", International Journal of Food and Agricultural Economics, Vol. 3, No. 3, pp. 31-46. E-ISSN 2149-3766, ISSN 2147-8988. DOI 10.22004/ag.econ.208848.

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