Zero-inflated ordered probit approach to modeling mushroom consumption in the United States
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This paper investigates the determinants of fresh and processed mushroom consumption in the United States by employing the zero-inflated ordered probit (ZIOP) model. The ZIOP model accounts for excessive zero observations and allows us to differentiate between genuine non-consumers and individuals who did not consume during the given period but might under different circumstances. The results indicate that the market for fresh mushrooms is larger than that for processed mushrooms. However, the market for processed mushrooms has a larger portion of potential consumers which might indicate more potential if appropriate marketing strategies are applied. The results also suggest that the decisions to participate in the market or not and the consumption frequency are driven by structurally different factors. A comparison of the ZIOP to other models is included to show the advantages of allowing for non-consumers and potential consumers to be analyzed separately.
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Alam, N., R Amin, A. Khan, I. Ara, M.J. Shim, M.W. Lee and T.S Lee. 2008. Nutritional analysis of cultivated mushrooms in Bangladesh-Pleurotus ostreatus, Pleurotus sajor-caju, Pleurotus florida and Calocybe indica. Mycobiology 36(4): 228-232.
'Nutritional analysis of cultivated mushrooms in Bangladesh-Pleurotus ostreatus, Pleurotus sajor-caju, Pleurotus florida and Calocybe indica ' () 36 Mycobiology : 228 -232 .
-
Anno, A.H., H.K. Konan, J.P.E. Kouadio, E.A. Dué and L.P. Kouamé. 2016. Chemical composition and nutritional value of two edible mushrooms from three regions of Côte d’Ivoire. Journal of Basic and Applied Research 2: 119-125.
'Chemical composition and nutritional value of two edible mushrooms from three regions of Côte d’Ivoire ' () 2 Journal of Basic and Applied Research : 119 -125 .
-
Bagozzi, B.E., D.W. Hill Jr, W.H. Moore and B. Mukherjee. 2015. Modeling two types of peace: the zero-inflated ordered Probit (ZiOP) model in conflict research. Journal of Conflict Resolution 59(4): 728-752.
'Modeling two types of peace: the zero-inflated ordered Probit (ZiOP) model in conflict research ' () 59 Journal of Conflict Resolution : 728 -752 .
-
Ball, K., K. E. Lamb, C. Costa, N. Cutumisu, A. Ellaway, C.B.M. Kamphuis, G. Mentz, J. Pearce, P. Santana, R. Santos, A.J. Schulz, J.C. Spence, L.E. Thornton, F.J. van Lenthe and S.N. Zenk. 2015. Neighbourhood socioeconomic disadvantage and fruit and vegetable consumption: a seven countries comparison. International Journal of Behavioral Nutrition and Physical Activity 12(1): 68.
'Neighbourhood socioeconomic disadvantage and fruit and vegetable consumption: a seven countries comparison ' () 12 International Journal of Behavioral Nutrition and Physical Activity : 68 .
-
Casagrande, S.S., Y. Wang, C. Anderson and T.L. Gary. 2007. Have Americans increased their fruit and vegetable intake?: The trends between 1988 and 2002. American Journal of Preventive Medicine 32(4): 257-263.
'Have Americans increased their fruit and vegetable intake?: The trends between 1988 and 2002 ' () 32 American Journal of Preventive Medicine : 257 -263 .
-
Cassady, D., K.M. Jetter and J. Culp. 2007. Is price a barrier to eating more fruits and vegetables for low-income families? Journal of the American Dietetic Association 107(11): 1909-1915.
'Is price a barrier to eating more fruits and vegetables for low-income families? ' () 107 Journal of the American Dietetic Association : 1909 -1915 .
-
Chang, S.T. and J.A. Buswell. 1996. Mushroom nutriceuticals. World Journal of Microbiology and Biotechnology 12(5): 473-476.
'Mushroom nutriceuticals ' () 12 World Journal of Microbiology and Biotechnology : 473 -476 .
-
Chern, W.S., K. Ishibashi, K. Taniguchi and Y. Yokoyama. 2003. Analysis of food consumption behavior by Japanese households. FAO Economic and Social Development Paper. FAO, Rome, Italy, pp. 152: 1-21.
'Analysis of food consumption behavior by Japanese households ', in FAO Economic and Social Development Paper , () 1 -21 .
-
Cook, R. 2011. Tracking demographics and US fruit and vegetable consumption patterns. Department of Agricultural and Resource Economics, University of California, Davis, CA, USA.
'Tracking demographics and US fruit and vegetable consumption patterns ', ().
-
Coulthard, H. and J. Blissett. 2009. Fruit and vegetable consumption in children and their mothers. Moderating effects of child sensory sensitivity. Appetite 52(2): 410-415.
'Fruit and vegetable consumption in children and their mothers. Moderating effects of child sensory sensitivity ' () 52 Appetite : 410 -415 .
-
Dehghan, M., N. Akhtar-Danesh and A.T. Merchant. 2011. Factors associated with fruit and vegetable consumption among adults. Journal of Human Nutrition and Dietetics 24(2): 128-134.
'Factors associated with fruit and vegetable consumption among adults ' () 24 Journal of Human Nutrition and Dietetics : 128 -134 .
-
Downward, P., F. Lera-Lopez and S. Rasciute. 2011. The zero-inflated ordered probit approach to modelling sports participation. Economic Modelling 28(6): 2469-2477.
'The zero-inflated ordered probit approach to modelling sports participation ' () 28 Economic Modelling : 2469 -2477 .
-
Finimundy, T.C., A.J.P. Dillon, J.A.P. Henriques and M.R. Ely. 2014. A review on general nutritional compounds and pharmacological properties of the Lentinula edodes mushroom. Available at: http://tinyurl.com/y77o3mww.
-
Gao, Z., L.O. House, F.G. Gmitter Jr, M.F. Valim, A. Plotto and E.A. Baldwin. 2011. Consumer preferences for fresh citrus: impacts of demographic and behavioral characteristics. International Food and Agribusiness Management Review, 14(1): 23-40.
'Consumer preferences for fresh citrus: impacts of demographic and behavioral characteristics ' () 14 International Food and Agribusiness Management Review : 23 -40 .
-
Greene, W.H. 2003. Econometric Analysis. Prentice Hall, New Jersey, NJ, USA.
Econometric Analysis , ().
-
Harris, M.N. and X. Zhao. 2007. A zero-inflated ordered probit model, with an application to modeling tobacco consumption. Journal of Econometrics 141(2): 1073-1099.
'A zero-inflated ordered probit model, with an application to modeling tobacco consumption ' () 141 Journal of Econometrics : 1073 -1099 .
-
Hospido, A., L.M. Canals, S. McLaren, M. Truninger, G. Edwards-Jones and R. Clift. 2009. The role of seasonality in lettuce consumption: a case study of environmental and social aspects. The International Journal of Life Cycle Assessment 14(5): 381-391.
'The role of seasonality in lettuce consumption: a case study of environmental and social aspects ' () 14 The International Journal of Life Cycle Assessment : 381 -391 .
-
Kaminski, L.C., S.A. Henderson and A. Drewnowski. 2000. Young women’s food preferences and taste responsiveness to 6-n-propylthiouracil (PROP). Physiology and behavior 68(5): 691-697.
'Young women’s food preferences and taste responsiveness to 6-n-propylthiouracil (PROP) ' () 68 Physiology and behavior : 691 -697 .
-
Konttinen, H., S. Sarlio-Lähteenkorva, K. Silventoinen, S. Männistö and A. Haukkala. 2013. Socio-economic disparities in the consumption of vegetables, fruit and energy-dense foods: the role of motive priorities. Public Health Nutrition 16(05): 873-882.
'Socio-economic disparities in the consumption of vegetables, fruit and energy-dense foods: the role of motive priorities ' () 16 Public Health Nutrition : 873 -882 .
-
Lucan, S.C., F.K. Barg and J.A. Long. 2010. Promoters and barriers to fruit, vegetable, and fast-food consumption among urban, low-income African Americans-a qualitative approach. American Journal of Public Health 100(4): 631-635.
'Promoters and barriers to fruit, vegetable, and fast-food consumption among urban, low-income African Americans-a qualitative approach ' () 100 American Journal of Public Health : 631 -635 .
-
Lucier, G., J.E. Allshouse and B.H. Lin. 2003. Factors affecting US mushroom consumption. US Department of Agriculture, Washington, WA, USA.
'Factors affecting US mushroom consumption ', ().
-
Lucier, G., B.H. Lin, J. Allshouse and L.S. Kantor. 2000. Factors affecting tomato consumption in the United States. Vegetables and Specialties/VGS 282: 26-32.
'Factors affecting tomato consumption in the United States ' () 282 Vegetables and Specialties/VGS : 26 -32 .
-
McMahon, A.T., L. Tapsell, P. Williams and J. Jobling. 2013. Baby leafy green vegetables: providing insight into an old problem? An exploratory qualitative study examining influences on their consumption. Health Promotion Journal of Australia 24(1): 68-71.
'Baby leafy green vegetables: providing insight into an old problem? An exploratory qualitative study examining influences on their consumption ' () 24 Health Promotion Journal of Australia : 68 -71 .
-
Nayga, R.M. 1995. Determinants of US household expenditures on fruit and vegetables: a note and update. Journal of Agricultural and Applied Economics 27(02): 588-594.
'Determinants of US household expenditures on fruit and vegetables: a note and update ' () 27 Journal of Agricultural and Applied Economics : 588 -594 .
-
Nijmeijer, M., A. Worsley and B. Astill. 2004. An exploration of the relationships between food lifestyle and vegetable consumption. British Food Journal 106(7): 520-533.
'An exploration of the relationships between food lifestyle and vegetable consumption ' () 106 British Food Journal : 520 -533 .
-
Pollard, J., S.L. Kirk and J.E. Cade. 2002. Factors affecting food choice in relation to fruit and vegetable intake: a review. Nutrition Research Reviews 15(02): 373-387.
'Factors affecting food choice in relation to fruit and vegetable intake: a review ' () 15 Nutrition Research Reviews : 373 -387 .
-
Rekhy, R. and R. McConchie. 2014. Promoting consumption of fruit and vegetables for better health. Have campaigns delivered on the goals? Appetite 79: 113-123.
'Promoting consumption of fruit and vegetables for better health. Have campaigns delivered on the goals? ' () 79 Appetite : 113 -123 .
-
Reynolds, A. 1990. Analyzing fresh vegetable consumption from household survey data. Journal of Agricultural and Applied Economics 22(2): 31.
'Analyzing fresh vegetable consumption from household survey data ' () 22 Journal of Agricultural and Applied Economics : 31 .
-
Riediger, N.D., S. Shooshtari and M.H. Moghadasian. 2007. The influence of sociodemographic factors on patterns of fruit and vegetable consumption in Canadian adolescents. Journal of the American Dietetic Association 107(9): 1511-1518.
'The influence of sociodemographic factors on patterns of fruit and vegetable consumption in Canadian adolescents ' () 107 Journal of the American Dietetic Association : 1511 -1518 .
-
Schroeter, C. and L.A. House. 2015. Fruit and vegetable consumption of college students: what is the role of food culture? Journal of Food Distribution Research 46(3): 131-152.
'Fruit and vegetable consumption of college students: what is the role of food culture? ' () 46 Journal of Food Distribution Research : 131 -152 .
-
Shi, L., L. House and Z. Gao. 2011. Consumer structure of the blueberry market: a double hurdle model approach. In: 2011 American Agricultural Economics Association Annual Meeting, Pittsburgh, 24-26 July 2011. AAEA, Milwaukee, WI, USA.
'Consumer structure of the blueberry market: a double hurdle model approach ', ().
-
Waterlander, W.E., M.R. de Boer, A.J. Schuit, J.C. Seidell and I.H. Steenhuis. 2013. Price discounts significantly enhance fruit and vegetable purchases when combined with nutrition education: a randomized controlled supermarket trial. The American Journal of Clinical Nutrition 97(4): 886-895.
'Price discounts significantly enhance fruit and vegetable purchases when combined with nutrition education: a randomized controlled supermarket trial ' () 97 The American Journal of Clinical Nutrition : 886 -895 .
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Zero-inflated ordered probit approach to modeling mushroom consumption in the United States
In: International Food and Agribusiness Management ReviewSearch for other papers by Yuan Jiang in
Current site
Google Scholar
PubMed
Search for other papers by Lisa A. House in
Current site
Google Scholar
PubMed
Search for other papers by Hyeyoung Kim in
Current site
Google Scholar
PubMed
Search for other papers by Susan S. Percival in
Current site
Google Scholar
PubMed
This paper investigates the determinants of fresh and processed mushroom consumption in the United States by employing the zero-inflated ordered probit (ZIOP) model. The ZIOP model accounts for excessive zero observations and allows us to differentiate between genuine non-consumers and individuals who did not consume during the given period but might under different circumstances. The results indicate that the market for fresh mushrooms is larger than that for processed mushrooms. However, the market for processed mushrooms has a larger portion of potential consumers which might indicate more potential if appropriate marketing strategies are applied. The results also suggest that the decisions to participate in the market or not and the consumption frequency are driven by structurally different factors. A comparison of the ZIOP to other models is included to show the advantages of allowing for non-consumers and potential consumers to be analyzed separately.
| All Time | Past Year | Past 30 Days | |
|---|---|---|---|
| Abstract Views | 0 | 0 | 0 |
| Full Text Views | 31 | 31 | 8 |
| PDF Views & Downloads | 17 | 17 | 6 |