Socially-mediated syntactic alignment

Abstract When we interact with one another, we tend to align our behaviors, including the way we talk. Psycholinguistic work has conceptualized alignment as the result of automatic cognitive mechanisms that operate to facilitate processing and communication. Sociolinguistic work has focused on the role of social identity and interactional strategy in explaining linguistic alignment. We draw on these two largely distinct traditions to investigate socially mediated syntactic alignment with the goal of understanding how social perception and cognition influence the mechanisms involved in alignment. A novel web-based paradigm was employed to collect speech data from a large socially heterogeneous sample. Participants listened to one of three speakers, each with a different accent, deliver an ideologically charged diatribe. Participants then completed a picture description task to assess the degree of syntactic alignment. Finally, participants completed a comprehensive social questionnaire designed to assess a wide range of social dimensions, which were tested as predictors of alignment. Our results suggest that syntactic alignment is to some extent automatic, but socially mediated. We found an overall alignment effect across social conditions and independent of social perceptions. However, the degree of alignment was influenced by a number of factors, including the perceived standardness of the passage speaker's accent, participants' perceived similarity to the speaker, and participants' preference for compromise as a conflict management style. These findings are discussed in terms of theories of linguistic alignment and speech production.

[1]  Jennifer E. Arnold,et al.  Heaviness vs. newness: The effects of structural complexity and discourse status on constituent ordering , 2015 .

[2]  D. Barr,et al.  Random effects structure for confirmatory hypothesis testing: Keep it maximal. , 2013, Journal of memory and language.

[3]  T. Jaeger,et al.  Alignment as a consequence of expectation adaptation: Syntactic priming is affected by the prime’s prediction error given both prior and recent experience , 2013, Cognition.

[4]  H. Beek F1000Prime recommendation of False-positive psychology: undisclosed flexibility in data collection and analysis allows presenting anything as significant. , 2012 .

[5]  Matthew H. Davis,et al.  Speech recognition in adverse conditions: A review , 2012 .

[6]  Susannah Kirby,et al.  A statistical model of the grammatical choices in child production of dative sentences , 2012 .

[7]  Sven Lauer,et al.  Modeling Expert Effects and Common Ground Using Questions Under Discussion , 2011, AAAI Fall Symposium: Building Representations of Common Ground with Intelligent Agents.

[8]  Sali A. Tagliamonte,et al.  Variationist Sociolinguistics: Change, Observation, Interpretation , 2011 .

[9]  M. Pickering,et al.  The role of beliefs in lexical alignment: Evidence from dialogs with humans and computers , 2011, Cognition.

[10]  L Robert Slevc,et al.  Saying what's on your mind: working memory effects on sentence production. , 2011, Journal of experimental psychology. Learning, memory, and cognition.

[11]  David Reitter,et al.  A Computational Cognitive Model of Syntactic Priming , 2011, Cogn. Sci..

[12]  Winter A. Mason,et al.  Conducting behavioral research on Amazon’s Mechanical Turk , 2010, Behavior Research Methods.

[13]  Molly Babel Dialect divergence and convergence in New Zealand English , 2010, Language in Society.

[14]  C. Distefano,et al.  Understanding and Using Factor Scores: Considerations for the Applied Researcher , 2009 .

[15]  Karee E. Dunn,et al.  A Critical Review of Research on Formative Assessment: The Limited Scientific Evidence of the Impact of Formative Assessment in Education , 2009 .

[16]  T. Jaeger,et al.  Categorical Data Analysis: Away from ANOVAs (transformation or not) and towards Logit Mixed Models. , 2008, Journal of memory and language.

[17]  Michael P. Wilson,et al.  Memory for Syntax Despite Amnesia , 2008, Psychological science.

[18]  Jacquelyn Rahman MIDDLE-CLASS AFRICAN AMERICANS: REACTIONS AND ATTITUDES TOWARD AFRICAN AMERICAN ENGLISH , 2008 .

[19]  R. Hartsuiker,et al.  Syntactic priming persists while the lexical boost decays : Evidence from written and spoken dialogue , 2008 .

[20]  Tessa Bent,et al.  Perceptual adaptation to non-native speech , 2008, Cognition.

[21]  John N. Williams,et al.  Processing verb argument structure across languages: Evidence for shared representations in the bilingual lexicon , 2007, Applied Psycholinguistics.

[22]  Robert J Hartsuiker,et al.  Shared syntactic representations in bilinguals: Evidence for the role of word-order repetition. , 2007, Journal of experimental psychology. Learning, memory, and cognition.

[23]  Alexandra A. Cleland,et al.  Syntactic alignment and participant role in dialogue , 2007, Cognition.

[24]  Michael P. Kaschak,et al.  Long-term structural priming affects subsequent patterns of language production , 2007, Memory & cognition.

[25]  D. Reitter,et al.  Priming Effects in Combinatory Categorial Grammar , 2006, EMNLP.

[26]  S. Gries Syntactic Priming: A Corpus-based Approach , 2005, Journal of psycholinguistic research.

[27]  Constance M. Clarke,et al.  Rapid adaptation to foreign-accented English. , 2004, The Journal of the Acoustical Society of America.

[28]  M. Pickering,et al.  Toward a mechanistic psychology of dialogue , 2004, Behavioral and Brain Sciences.

[29]  Jennifer S. Pardo,et al.  Is alignment always the result of automatic priming? , 2004, Behavioral and Brain Sciences.

[30]  B. Monin The warm glow heuristic: when liking leads to familiarity. , 2003, Journal of personality and social psychology.

[31]  Bradley C Love,et al.  The multifaceted nature of unsupervised category learning , 2003, Psychonomic bulletin & review.

[32]  Sunil J Rao,et al.  Regression Modeling Strategies: With Applications to Linear Models, Logistic Regression, and Survival Analysis , 2003 .

[33]  Kathryn Bock,et al.  Structural priming across languages , 2003 .

[34]  B. Beersma,et al.  A theory-based measure of conflict management strategies in the workplace , 2001 .

[35]  Alexandra A. Cleland,et al.  Syntactic co-ordination in dialogue , 2000, Cognition.

[36]  T. Chartrand,et al.  THE UNBEARABLE AUTOMATICITY OF BEING , 1999 .

[37]  T. Chartrand,et al.  The chameleon effect: the perception-behavior link and social interaction. , 1999, Journal of personality and social psychology.

[38]  M. Pickering,et al.  The Representation of Verbs: Evidence from Syntactic Priming in Language Production , 1998 .

[39]  R. Hartsuiker,et al.  Syntactic Facilitation in Agrammatic Sentence Production , 1998, Brain and Language.

[40]  H. H. Clark,et al.  Conceptual pacts and lexical choice in conversation. , 1996, Journal of experimental psychology. Learning, memory, and cognition.

[41]  R. Zajonc,et al.  Additivity of nonconscious affect: combined effects of priming and exposure. , 1995, Journal of personality and social psychology.

[42]  J. Pohlmann,et al.  Parallel Analysis: a method for determining significant principal components , 1995 .

[43]  K. Thomas Conflict and conflict management: Reflections and update , 1992 .

[44]  S. Garrod,et al.  Saying what you mean in dialogue: A study in conceptual and semantic co-ordination , 1987, Cognition.

[45]  J. K. Bock Syntactic persistence in language production , 1986, Cognitive Psychology.

[46]  G S Dell,et al.  A spreading-activation theory of retrieval in sentence production. , 1986, Psychological review.

[47]  D. Rubin,et al.  Middle Class Blacks' Perceptions of Dialect and Style Shifting: The Case of Southern Attorneys , 1986 .

[48]  R. Hopper,et al.  Measuring Language Attitudes: The Speech Evaluation Instrument , 1985 .

[49]  W. Labov,et al.  Constraints on the agentless passive , 1983, Journal of Linguistics.

[50]  R. Zajonc Feeling and thinking : Preferences need no inferences , 1980 .

[51]  George D. Pishop Perceived Similarity in Interracial Attitudes and Behaviors: The Effects of Belief and Dialect Style1 , 1979 .

[52]  M. Hoover Community attitudes toward Black English , 1978, Language in Society.

[53]  W. Doise,et al.  Evaluation of Accent Convergence and Divergence in Cooperative and Competitive Intergroup Situations , 1976 .

[54]  Bruce L. Smith,et al.  Effects of Speech Rate on Personality Perception , 1975, Language and speech.

[55]  Meredith Tamminga,et al.  Persistence in the production of linguistic variation , 2014 .

[56]  Michael K. Tanenhaus,et al.  Contextual confusability leads to targeted hyperarticulation , 2014, CogSci.

[57]  Carissa Abrego-Collier,et al.  Effects of Speaker Evaluation on Phonetic Convergence , 2011, ICPhS.

[58]  Rick Dale,et al.  Spatial Cognition Adapts to Social Context , 2011, CogSci.

[59]  J. Kruschke Models of Attentional Learning , 2011 .

[60]  Daniel Ezra Johnson,et al.  Getting off the GoldVarb Standard: Introducing Rbrul for Mixed-Effects Variable Rule Analysis , 2009, Lang. Linguistics Compass.

[61]  Michael K. Tanenhaus,et al.  Producing Less Preferred Structures: More Gestures, Less Fluency , 2009 .

[62]  Charles E. Lance,et al.  Statistical and methodological myths and urban legends : doctrine, verity, and fable in the organizational and social sciences , 2009 .

[63]  N. Snider An exemplar model of syntactic priming , 2008 .

[64]  Deborah L. Bandalos,et al.  Four Common Misconceptions in Exploratory Factor Analysis , 2008 .

[65]  R. Harald Baayen,et al.  Predicting the dative alternation , 2007 .

[66]  Martin J. Pickering,et al.  Participant role and syntactic alignment in dialogue , 2007 .

[67]  I. Krämer,et al.  Cognitive foundations of interpretation , 2007 .

[68]  G. Dell,et al.  Becoming syntactic. , 2006, Psychological review.

[69]  R. Zajonc The Construction of Preference: Mere Exposure: A Gateway to the Subliminal , 2006 .

[70]  Emily Balcetis,et al.  An Exploration of Social Modulation of Syntactic Priming , 2005 .

[71]  J. Bargh,et al.  The perception–behavior expressway: Automatic effects of social perception on social behavior. , 2001 .

[72]  Amy Weinberg Book Reviews: Architectures and Mechanisms for Language Processing , 2000, CL.

[73]  Zenzi M. Griffin,et al.  The persistence of structural priming: transient activation or implicit learning? , 2000, Journal of experimental psychology. General.

[74]  J. Kruschke,et al.  ALCOVE: an exemplar-based connectionist model of category learning. , 1992, Psychological review.

[75]  H. Giles,et al.  Situational constraints on the evaluative significance of speech accommodation: some Australian data , 1984 .

[76]  Timothy D. Wilson,et al.  The halo effect: Evidence for unconscious alteration of judgments. , 1977 .

[77]  H. Giles,et al.  Speech style and social evaluation , 1975 .

[78]  D. Kahneman,et al.  Attention and Effort , 1973 .

[79]  J. Gibson,et al.  Perceptual Learning: Differentiation or Enrichment? , 2022 .