This article introduces a quantitative approach to modeling language shift in communities with millions of speakers. Using Indonesia as a case study, and employing a large body of data from the Indonesian population census, we document how factors such as urbanization, ethnicity, economic development, gender, and religion correlate with the shift from local languages (Javanese, Sundanese, etc.) to the national language, Bahasa Indonesia. Our findings inform ongoing research on the sociological foundations of language shift across both small and large communities. Methodologically, we introduce a statistical approach that borrows from other social sciences, and show how to exploit massive amounts of untapped linguistic, demographic, and sociological data.
This paper examines a scenario of possible language shift in the multilingual village of Hopkins, where the two most commonly used languages are both ‘minority’ languages: Garifuna, now endangered in many of the communities where it was once spoken, and Belizean Creole (Kriol), an unofficial national lingua franca in Belize. It offers a qualitative examination of beliefs about the three primary languages spoken in the community (Garifuna, Kriol, and English) with data gathered from sociolinguistic interviews and surveys in four rural Garifuna communities in Belize. It situates these findings on the social evaluation of Garifuna and Kriol socio-historically by examining them alongside the recent history of language planning for Garifuna and Kriol in Belize.
This study is an examination of style-shifting in the speech of a single interviewer conducting sociolinguistic interviews in Garifuna (Arawak), an endangered language spoken in Belize and along the eastern coast of Central America. It provides a case study of intraspeaker variation in the context of language shift, exploring how the models and principles of intraspeaker variation hold in the social context of language shift scenarios, and framing language shift scenarios as particular contexts of performativity where cultural identity is highlighted. The focus of the paper is on the agentive use of a single phonetic variable in Garifuna as employed by the individual across speech events, as an example of how a linguistic form may become iconized in the context of language shift.
Divergent word usages reflect differences among people. In this paper, we present a novel angle for studying word usage divergence — word interpretations. We propose an approach that quantifies semantic differences in interpretations among different groups of people. The effectiveness of our approach is validated by quantitative evaluations. Experiment results indicate that divergences in word interpretations exist. We further apply the approach to two well studied types of differences between people — gender and region. The detected words with divergent interpretations reveal the unique features of specific groups of people. For gender, we discover that certain different interests, social attitudes, and characters between males and females are reflected in their divergent interpretations of many words. For region, we find that specific interpretations of certain words reveal the geographical and cultural features of different regions.
Jakarta Indonesian is a colloquial variety of Indonesian spoken primarily in Indonesia’s capital, where it was originally a contact variety between Betawi, the local variety of Malay, and Standard Indonesian. Like other varieties of Indonesian, Jakarta Indonesian is a language with a relatively open system of pronominal reference and multiple forms for self-reference. In this paper we focus on variation in the use of first-person pronouns in Jakarta Indonesian, using two corpora of spoken data collected three decades apart. We employ both quantitative and qualitative methods to examine the form, function and social meaning of 1sg pronouns in Jakarta Indonesian, investigating both inter- and intra-speaker variation over time.
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