TOWARDS A BROADER UNDERSTANDING OF MEAT DEMAND — PRESIDENTIAL ADDRESS

This paper sets out meat consumption trends in the United Kingdom and within other EU countries over the past 40 years; it shows that whereas in the UK meat consumption has only increased by a small amount, for other EU countries it has almost doubled. In analysing the data in more detail, it is apparent that ‘non-price/income’ factors have been playing a more important part both for the UK and other EU countries. It is true that in recent years there has been much more published empirical work on the effect of different attitude, demographic and structural factors on meat demand; commercial and Governmental organisations have also been collecting a significant amount of relevant unpublished data. However, there has not been much recent progress on integrated approaches which combine the analyses of the consumer behaviourist with those of the economist. The paper concludes by stating that this is an area of growing importance for the food industry and those interested in analysing food demand trends. Agricultural economists should therefore get more involved in it.     

A cross-section analysis of household demand for food and nutrients in Tanzania

Undernutrition and malnutrition are still problems of unacceptable proportions in many developing countries. However, the debate on the roles of income and other socio-economic variables such as women’s education and household size on food and nutrient demand continues. This study examines the demand for food and nutrients amongst households in Tanzania, using recent survey data. A quadratic almost ideal demand system (QUAIDS) is employed to estimate price and expenditure elasticities, as well as the impact of socio-economic variables on food demand patterns. A moment-based instrumental variable approach is then used to analyse the determinants of nutrient demand. The results show that income and other socio-economic variables exert significant effects on the demand for food and nutrients. The estimated expenditure elasticities for the nutrients range from 0.307 for iron to 1.26 for Vitamin B₁₂. The elasticities are higher for those micronutrients that are consumed through animal products and lower for those micronutrients that are mainly obtained through staple foods. These results reflect the higher expenditure elasticities for meat, fish, eggs, milk, and milk products, as well as fruits and vegetables, relative to cereals and pulses, reinforcing the assertion that the demand for Vitamins A and B₁₂, as well as calcium and zinc will increase with rising income.     

WEAK SEPARABILITY AND A TEST FOR THE SPECIFICATION OF INCOME IN DEMAND MODELS WITH AN APPLICATION TO THE DEMAND FOR MEAT IN AUSTRALIA*

Most studies of the demand for meat in Australia have used some measure of total income or expenditure, but two recent studies have assumed weak separability of a meat group and used expenditure on the meat group instead. These specification differences are of interest to the extent that they affect the economic interpretation, goodness-of-fit, elasticity estimates, predictive performance or hypothesis tests in empirical demand equations. In this paper, non-nested hypothesis testing procedures are used to test the alternative specifications of the income variable and the hypothesis of separability. The results favour the use of the expenditure variable implied by separability but are mixed concerning whether separability holds.     

THE ALMOST IDEAL DEMAND SYSTEM: AN APPLICATION TO FOOD AND MEAT GROUPS FOR FRANCE

This paper presents the results from estimating an Almost Ideal Demand System (AIDS) for food and meat for France. Since AIDS is indirectly non-additive and consistent with the requirements of demand theory as well as having other desirable characteristics, it is an appropriate choice for examining food and meat demand. A particular advantage of AIDS is that its linear approximation is an excellent first-order approximation to the complete system and this version is used in the present paper. Income and price elasticities are presented, calculated at both their mean value and at different points to examine possible changes in patterns of demand behaviour.     

A NOTE CONCERNING THE EFFECT OF INCOME DISTRIBUTION ON DEMAND

This note attempts to develop a method of measuring the impact of changes in income distribution on future demand, an important consideration when a country is experiencing a rapid rise in per capita income. Cross-sectional analysis utilising the Lorenz coefficient focuses on the impact of income inequality on the demand for mutton in urban Iran. It is hypothesised that long-term projections of demand using traditional methodology will over-estimate future consumption as a result of failure to consider deterioration in income distribution. The hypothesis is substantiated for this example. It is concluded that current income distribution and the alterations in income inequality which may accompany increased per capita income must be taken into account when estimating changes in aggregate future demand.     

Estimates of Food Demand Elasticities for Great Britain: 1972–1994

This paper reports the results of the estimation of Almost Ideal Demand Systems (AIDS) for UK food demand using time series data from the National Food Survey. A Bayesian approach is used to impose curvature restrictions in the model. The aim is to obtain estimates of Hicksian, Marshallian and expenditure demand elasticities for UK food which are fully consistent with static optimisation by consumers. Overall, the results concur with expectations as aggregate food demand is both price and income inelastic and individual food categories are mostly price and income inelastic. The notable exception being meat, specifically pork, beef and chicken.     

Household food consumption in Turkey

This paper analyses Turkish household food consumption, usingdata from the 2003 Turkish Household Expenditure Survey. A completedemand system is estimated taking into account demographic differencesand zero consumption. The highest expenditure elasticity isfound for the meat and meat products group, suggesting thatits demand will grow faster than the demand for other productsas the economy develops and income increases. Demand is moreprice-responsive for fats and oils and non-alcoholic beveragesthan all other food products. Regional and seasonal differencesand socio-demographic factors are as important as the conventionaleconomic variables in explaining observed differences in thehousehold's food consumption patterns in Turkey.     

Nutrient effects in consumer demand systems: evidence from panel data

This papers aims to analyse the demand for main food groups in Spain. Apart from the traditional economic factors (prices and income), our theoretical framework incorporates the nutrient composition of food into a demand model in the form of food attributes, as a proxy to take into account the rising consumer concern about the relationship between diet and health. A CBS functional form is chosen for the empirical model, which is estimated using a complete panel data set. Ten broad categories, nine nutrients and the most relevant socio-economic variables have been considered. Finally, after employing an appropriate selection strategy, the chosen model is used to calculate expenditure, price and nutrient elasticities, as well as the main socio-demographic effects. Results indicate that the introduction of nutrient-based determinants generates elasticities that differ from those obtained when only economic factors are included, particularly in the case of price elasticities. As the nutrients effect is incorporated in the model through adjusted prices, unhealthier food groups (cereals, white meat and eggs, dairy and sugar) become more inelastic as they are associated with higher perceived prices.     

Demand for animal‐derived food in selected Asian countries: A system‐wide analysis

Food consumption patterns in Asia show a trend away from staples toward high protein food derived from animal and dairy products, fruit and vegetables, fats and oils. Such changes in food consumption patterns are due to rising incomes, urbanization, globalization, and modernization of marketing infrastructure. In this article, we analyze the demand for the animal‐derived food group comprising meat (chicken, beef, pork, and mutton), eggs and fish, and derive income and price elasticities in seven Asian countries using the system‐wide approach. Demand homogeneity and Slutsky symmetry properties were tested and found to be compatible with the data. Our findings reveal that animal‐derived food as a group is a necessity (except in Taiwan) and its demand is price inelastic (except in Taiwan and Sri Lanka). The implied unconditional demand elasticities reveal that, in all countries (except beef in Japan and Taiwan), chicken, beef, pork, mutton, eggs and fish (except in Taiwan) are all necessities and the demand for all types of animal‐derived food in all seven countries are mostly price inelastic. The cross‐price elasticity estimates are mostly found to be positive, meaning that there is a higher degree of substitutability between chicken, beef, pork, mutton, eggs, and fish.     

AGRICULTURAL EXPORTS OF DEVELOPING COUNTRIES: ESTIMATES OF INCOME AND PRICE ELASTICITIES OF DEMAND AND SUPPLY

This paper provides new evidence on income and price elasticities of demand and supply of agricultural exports from developing countries, on the basis of (a) a consistent and fully specified supply and demand model, and (b) statistical estimation procedures not frequently used in the estimation of agricultural export functions. Estimates of price and income elasticities of demand for aggregate agricultural exports for all developing countries taken together — as distinct from individual exporting countries — are found to be low; moreover, export price as distinguished from non-price factors plays a relatively insignificant role in increasing export supply. Hence, an attempt by all developing countries to expand traditional agricultural exports with low price elasticity of demand may not yield rising earnings for all; but in fact may result in falling export revenues. Insofar as individual exports of all developing countries (not individual countries) are concerned, income and price elasticities of demand for such tropical commodities as tea, coffee, cocoa and bananas are also found to be low, except for new, non-traditional exports like pineapples. This indicates the importance of diversification of agricultural exports as a vehicle for their future growth.     

The income elasticity of meat: a meta‐analysis

The demand for meat has been estimated by many studies utilizing various data and estimation methods. In this study, we perform a meta‐analysis of the income elasticity of meat that involves regressing 3357 estimated income elasticities, collected from 393 studies, on variables that control for study characteristics. Across several meta‐regression specifications, we find significant differences in income elasticities tied to the type of meat being studied, as well as a few functional forms, data aggregations, publication characteristics, and locations of demand. However, many study characteristics do not significantly influence reported income elasticities. Less concern should be given to such characteristics when choosing an income elasticity from the literature.     

INCOMPLETE DEMAND SYSTEMS AND SEMILOGARITHMIC DEMAND MODELS

The methodology of LaFrance and Hanemann for analysing the structure of incomplete demand systems is applied to models that are linear or logarithmic in quantities, prices and/or income. The structure of each model is presented when the implications of consumer choice theory are satisfied. The usefulness of the approach is illustrated. It is shown that considerable prior information is obtained from the theory of consumer choice when it is applied to this set of functional forms for demand equations.     

FOOD DEMAND IN SPAIN: AN APPLICATION OF THE ALMOST IDEAL SYSTEM

This paper provides an analysis of food demand in Spain for the period 1964–1989 estimating the Almost Ideal Demand System (AIDS) with annual time-series of food expenditures divided into six categories. A dynamic version of the model incorporating habit effects captures the behaviour of the Spanish food consumer over the period investigated. The theoretical hypotheses of homogeneity and symmetry are rejected, but the model provides plausible expenditure and price elasticities.     

Food Demand in Russia: Heterogeneous Consumer Segments over Time

The Russian food system has undergone substantial changes. However, knowledge on how economic transition has affected the structural parameters of food demand is lacking. Based on a two‐stage LES‐LA/AIDS model and annual panel data from the Russia Longitudinal Monitoring Survey (1995–2010), we provide a comprehensive set of food demand elasticities for Russia along two dimensions. First, we estimate demand parameters for three characteristic time periods in order to trace changes during transition. Second, to account for the Russian population's diversity, we derive elasticities for five different consumer segments. These groups are established by a cluster analysis based on households' food purchases. Our findings suggest that demand for food is far from satiated in Russia. We find generally high unconditional expenditure and own‐price elasticities for food. Both expenditure and own‐price elasticities show slight decreases in absolute terms over time. Low expenditure elasticities for staple foods like bread or cereals and high values for luxury goods such as meat, alcohol and tobacco suggest considerable changes in the composition of food baskets with further income growth. Results indicate that food production at home loses in importance while more affluent households in particular increase their demand for food consumption away from home.     

A MODEL OF THE DISAGGREGATED DEMAND FOR MEAT IN AUSTRALIA

The focus of this study is the estimation of the Australian demand for meat between 1967 and 1990, employing a demand systems approach which uses the linear approximate, almost ideal demand system (LA/AIDS) model. Two demand systems are estimated by maximum likelihood methods, one for aggregate types of meat and one for disaggregated meat products. After correcting for serial correlation in the two demand systems, restrictions from utility theory are imposed and tested for their appropriateness. By using a new data set on the Australian retail price and consumption offresh pork, ham and bacon, the results from the disaggregated model provide the first estimates of the own-price, cross-price and expenditure elasticities for these commodities.     

Price predictors in an extended hedonic regression framework: An application to wholesale cattle markets in Ethiopia

Livestock markets influence income generation for producers, but also accessibility and affordability of highly nutritious animal-sourced foods for consumers. Despite their importance, the functioning of livestock markets in lower-income countries is poorly understood and rarely studied compared to more developed countries. This study analyzes wholesale cattle markets in Ethiopia using a uniquely rich large-scale dataset covering both prices and cattle characteristics in 39 markets (in both highland and lowland areas) over a 10-year period, and hedonic regression models structured to understand both cattle price formation and seasonal and secular price dynamics. We show that cattle prices are influenced by a wide range of factors, including proxies for meat quality, religious fasting practices, climate-based seasonality but also climate shocks and availability of grazing land, competition from animal traction services, and rising consumer incomes. However, the implied effects of these factors are often significantly different in highland mixed crop-livestock areas compared to agro-pastoralist lowland areas, emphasizing the dualistic nature of cattle markets in Ethiopia. The analyses help inform the systemic challenges that Ethiopia will need to overcome to meet rising demand for beef products in the face of sustained income and population growth, as well as the adverse effects of climate change.     

Changing food consumption patterns in rural and urban Vietnam: Implications for a future food supply system

Rapid income growth and urbanisation could significantly change the composition of the food basket in many emerging economies. This study estimates a demand system, including 15 major food items in Vietnam, with multiyear household survey data. We find a large variation in the estimated price elasticities (–0.05 to –0.88) and expenditure elasticities (–0.16 to 2.56). Food types, urban status and income groups can explain this variation. We also find that the staple food, rice, is already an inferior good for rich urban households in Vietnam. Moreover, food preferences are evolving away from rice but towards animal proteins (fish, pork, chicken, eggs and milk), fruits and vegetables, irrespective of urban status and income groups. As the Vietnam economy continues to grow with a doubling of gross domestic product (GDP) in the next decade, per capita rice consumption in both urban and rural areas and across different income groups will continue to decline, whereas demand for other high‐value products will rise. Thus, government policy should focus on encouraging demand‐oriented food production. In addition, crop diversification at the farm level needs to improve substantially to meet the rising demand for these food products due to income growth and urbanisation.     

Expenditure on different categories of meat in Greece: the influence of changing tastes

This paper employs a latent variable approach to isolate the effects of changing tastes on the share of total meat expenditure on different categories of meat products in Greece during the period 1965–1995. We find that changes in the relative expenditure on different categories of meat cannot be explained by changes in the relative prices of the different meat products and increased expenditure alone. For pork products in particular, the increase in the share of expenditure has been greater than would be expected as a result of the relative fall in their price. The increase can therefore be associated with changes in taste. This finding is of general interest to those conducting empirical research into consumer behaviour both in economies where there have been significant changes in patterns of food consumption, and where, as in the case of many less industrialised economies, rapid structural changes in food consumption patterns are still to come. It is also of importance to policy makers in assessing die effectiveness of advertising or promotional campaigns in influencing longer term changes in consumer preferences for different products.     

全面建成小康社会对农村居民肉类消费的影响——基于中国农村微观经济数据的实证研究

[目的]基于中国农村微观经济数据,分析全面建成小康社会对农村居民肉类消费的影响。[方法]文章运用恩格尔模型和考虑"零消费"问题的近乎理想需求系统模型(AIDS)的两阶段模型,对全国8个省份的农户数据进行实证分析。[结果]首先,肉类食品的需求收入弹性均为正值,农村居民肉类需求随着收入增长而增加。其次,肉类食品需求收入弹性存在差异,其中,禽肉收入弹性最大,牛羊肉收入弹性最小。再次,不考虑"零消费"问题时,牛羊肉的需求弹性被高估0.12～0.29,猪肉的需求弹性被高估0～0.02。最后,到达全面建成小康社会的标准时,目前低于收入标准的农村居民人均猪肉、禽肉和牛羊肉消费量将分别增加3.42kg、1.86kg和0.57kg,消费结构将进一步优化。[结论]全面建成小康社会将促进农村居民人均收入增长,进而扩大人均肉类消费量、优化肉类消费结构;农村家庭户主受教育程度与肉类消费具有正向相关关系。