Probit Analysis of Fresh Meat Consumption
in Belgium: Exploring BSE and Television
Communication Impact
Wim Verbeke
University of Ghent, Department Agricultural Economics,
Coupure Links 653, B-9000 Gent, Belgium
Ronald W. Ward
University of Florida, Food and Resource Economics,
1125 McCarty Hall, Gainesville, FL 32611-0240
Jacques Viaene
University of Ghent, Department Agricultural Economics,
Coupure Links 653, B-9000 Gent, Belgium
ABSTRACT
This article focuses on factors influencing consumer decision making toward fresh meat consump-
tion in Belgium. Discrete choice models are specified for explaining consumer decisions to decrease
fresh meat consumption since the BSE-crisis and toward to the future. Demographic consumer char-
acteristics, consumption frequency and attention to television coverage are included as explanatory
variables in the models. A major focus is the impact of television, which has carried several negative
reports about meat safety during recent years. Television coverage is found to have a highly negative
impact on decision making toward fresh red meat consumption. Model estimation and computation
of predicted probabilities reveal that the likelihood of cutting fresh meat consumption increases with
greater attention given to television messages, as well as with the presence of young children in the
household and with increasing age of the consumer. Interaction between attention to television and
age reveals that younger people’s decisions are more susceptive to media coverage. Heavy meat con-
sumers are least likely to cut fresh meat consumption. Findings include implications for future live-
stock production and communication by the meat industry. [Econ-Lit citations: D120, L660, M390]
© 2000 John Wiley & Sons, Inc.
1. INTRODUCTION
During the period 1995 –1998, the decline in Belgium’s per capita fresh meat consump-
tion has been similar to that seen in many European and other countries (GfK, 1998;
MLC, 1997a, 1997b). Several articles have addressed this shift in demand, attempting to
identify and measure factors contributing to the change and to propose ways out of what
has been called a “fresh meat consumption crisis” and more specifically “beef crisis”.
Changes in consumer taste and preference patterns are often cited as the principal caus-
es (Anderson & Shugan, 1991; Moschini & Meilke, 1989; Piggott, Chalfant, Alston, &
Griffith, 1996; Reynolds & Goddard, 1991; Rickertsen, 1996). While changing taste and
preference patterns may be responsible for long-term shifts, shorter term consumption de-
creases are believed to be linked to negative media coverage and communication prob-
lems leading to image decline for the meat industry (Hoff & Claes, 1997; Verbeke, 1999;
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Agribusiness, Vol. 16, No. 2, 215–234 (2000)
© 2000 John Wiley & Sons, Inc.