Implications of decision mechanisms for the design and interpretation of choice tests
PI: Dr Melissa Bateson
Introduction. The results from behavioural choice tests have been widely used in animal welfare research as the basis for making recommendations regarding the husbandry of captive animals (Forbes et al 1997). For example, Mason et al (2001) showed that when mink were given a choice of seven different resources, they worked much harder for access to a swimming pool than they did for access to toys. On the basis of this research, Mason et al concluded that water is far more important to mink than toys. The applied outcome of this research is that some countries now require fur farmers to provide water baths for mink at considerable additional cost to the industry.
It is an implicit assumption underlying the majority of choice tests, including that of Mason et al, that the preferences obtained from the test are independent of the set of options available in the test. This follows from two largely untested assumptions about the mechanisms of choice: first, that animals use absolute evaluation mechanisms to assign value to options, and second, that the probability of choosing an option is proportional to the ratio between the value of that option and the sum of the values of the other options available. If either of these assumptions is incorrect then preferences can differ depending on the composition of the choice set (Bateson 2004). In the case of the mink for instance, if the animals use a comparative as opposed to an absolute mechanism to assign value to the various resources being compared, then the value of a resource is not an absolute property of that resource, but is determined by the other options in the choice set. For example, the mink assign very little value to toys when a pool is available, but in the absence of a pool the toys might be valued much more highly because they provide an alternative outlet for play behaviour. Given the economic implications of changing the requirements for the husbandry of captive animals it is clearly very important to establish to what extent the preferences emerging from choice tests are dependent on the precise context in which they were obtained.
So far there has been surprisingly little research into the effects of the size and composition of choice sets on animal choice. The only research of relevance comes from the foraging literature where recent work has demonstrated that foraging preferences recorded in a binary choice context can change when a third option is added to the choice set (Bateson 2002; Bateson et al 2002; Shafir et al 2002; Bateson et al 2003). Early indications suggest that foraging hummingbirds may use comparative evaluation mechanisms when faced with a choice of options that vary in more than one dimension of interest (in this case the volume and concentration of nectar in a flower) simultaneously (Bateson et al 2003). These results from foraging birds fit with data on human consumer behaviour that suggest that humans may use comparative evaluation mechanisms when faced with multidimensional choices (Huber et al 1982). It has been argued that although comparative evaluation mechanisms can sometimes result in irrational decisions, the algorithms involved are simpler and faster to implement. More research is necessary to understand first, the exact choice mechanisms used by animals, and second, the generality of these choice mechanisms.
Hypotheses
In the course of this project we would like to test the following hypotheses:
Methods
We will use European starlings as our model system to study the effects of context on choice. Starlings have been a widely used model system for studies of animal choice, and we already have available a range of equipment for studying choice in this species and several well-tested behavioural paradigms. For example, we have recently developed a foraging task in which starlings are required to retrieve food items such as mealworms from tilted plastic tubes. Since both the size, number and type of food items present and the height of the tubes affect choice, we have a system in which it is possible to vary one or more dimensions of the options on offer. The motivation of the birds and the costs of making an incorrect decision can be manipulated by changing the hunger of the birds and the size of the food rewards respectively. In addition we also have operant procedures available to us that can be entirely automated. In these we can vary dimensions such as the type of food reward used, the size of the food reward, the amount of work necessary to obtain a food reward and the time delay associated with obtaining the food reward. The general experimental design will involve comparing a choice between two options (A and B) with a choice between three options (A, B and C). The relative preference for option A over option B can then be compared in the binary and trinary context.
Student: Lucy Asher