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. 2024 Oct 16;7(4):548–571. doi: 10.1007/s42113-024-00219-3

Table 1.

The theoretical virtues, as classified by Keas (2018), and their pragmatic/problem-centric construal

Evidential virtues

About how well theoretical components correspond to events and regularities in the world,

Pragmatic construal: heuristics for a theory’s problem coverage based on the relationship between the theory and phenomena,

Definition (Keas et al., 2018) Pragmatic construal
Evidential accuracy A theory (T) fits the empirical evidence well (regardless of causal claims) Ability to cover problems that require empirical accuracy to a certain degree about specific observed phenomena
Causal adequacy T’s causal factors plausibly produce the effects (evidence) in need of explanation Ability to solve problems about the originally observed phenomena that require manipulation or prediction with extrapolation to unseen circumstances
Explanatory depth T excels in causal history depth or in other depth measures such as the range of counterfactual questions that its law-like generalizations answer regarding the item being explained Ability to be applied to problems involving other, related phenomena
Coherential virtues

Pertain to how well theoretical components fit together

Pragmatic construal: heuristics for a theory’s problem coverage based on internal structure and relationship to other theories

Definition (Keas et al., 2018) Pragmatic construal
Internal consistency T’s components are not contradictory Without—may give conflicting solutions. Unable to get a clear answer from the theory itself
Internal coherence T’s components are coordinated into an intuitively plausible whole; T lacks ad hoc hypotheses—theoretical components merely tacked on to solve isolated problems Suggests T will be able to be readily applied to other problems without further problem-specific modification
Universal coherence T sits well with (or is not obviously contrary to) other warranted beliefs (e.g., other theories) Without—conflicting solutions with other theories: which theory to choose?
Aesthetic virtues

Possess an aesthetic shape (fittingness) that is qualitatively different from the logical-conceptual fit of the coherential virtues

Pragmatic construal: subsumed by agential virtues, based on the relationship between the theory and various agents

Definition (Keas et al., 2018) Pragmatic construal
Beauty T evokes aesthetic pleasure in properly functioning and sufficiently informed persons A theory aligns with the aesthetic preferences of theory-using agents (agent appropriateness)
Simplicity T explains the same facts as rivals but with less theoretical content A theory plays to the usability and understandability constraints of theory-using agents (agent appropriateness)
Unification T explains more kinds of facts than rivals with the same amount of theoretical content - > Communal facilitation
Diachronic virtues Can only be instantiated as a theory is cultivated after its origin
Definition (Keas et al., 2018) Pragmatic construal
Durability T has survived testing by successful prediction or plausible accommodation of new data Examples of a theory’s problem-solving accomplishments
Fruitfulness T has generated an additional discovery by means such as successful novel prediction
Applicability T has guided strategic action or control, such as in science-based technology