We focus on complexity from the comparative variationist perspective, a sociolinguistic approach that examines variable aspects of language (that is, different ways of saying the same thing). Arguably, variable elements are harder to acquire than categorical ones, as a Variability Matrix must be acquired along with every element. This matrix contains probabilistic information about when each form is (more) appropriate, according to an array of factors. These include inter-speaker (social) and intra-speaker (linguistic context) predictors. We ask how the Variability Matrix for predictors of a variable compares between heritage speakers (people living in a context where their language is a minority language) and homeland speakers (people living in a context where their language is a majority language), and how these can fairly be compared.
In the variationist approach, multivariate regression analyses reveal the predictors (and levels within each predictor) of a response or dependent variable and their corresponding Variability Matrices. However, the variationist field lacks an established comparative methodology to determine how/if varieties differ. One shortcoming is that different-sized samples are often compared, implicating different levels of statistical significance even when the populations’ patterns are identical. Comparison of variable patterns in Heritage and Homeland Cantonese illustrates one solution. We revise analyses conducted previously of two morphosyntactic variables: prodrop and classifiers (Nagy, 2015; Nagy & Lo, 2019) in Cantonese, applying a bootstrap procedure to mitigate issues associated with unequal-sized datasets frequent in studies of minority and endangered varieties.
From these analyses, we learn that heritage and homeland grammars’ degrees of complexity are similar: the matrices of (significant) frequencies are the same size. This approach allows us to consider not just which surface forms constitute the heritage vs. homeland varieties, but also the complexity of the decision-making process the speak- ers apply in selecting among the forms. As one might expect, heritage and homeland speakers are capable of equally complex processes.