The dynamics of norm change in the cultural evolution of language

Significance Social conventions, such as shaking hands or dressing formally, allow us to coordinate smoothly and, once established, appear to be natural. But what happens when a new convention replaces an old one? This question has remained largely unanswered so far, due to the lack of suitable data. Here, we investigate the process of norm change by looking at 2,541 linguistic norm shifts occurring over the last two centuries in English and Spanish. We identify different patterns of norm adoption depending on whether the change is spontaneous or driven by a centralized institution, and we propose a simple model that reproduces all of the empirical observations. These results shed light on the cultural evolution of linguistic norms and human collective behavior. What happens when a new social convention replaces an old one? While the possible forces favoring norm change—such as institutions or committed activists—have been identified for a long time, little is known about how a population adopts a new convention, due to the difficulties of finding representative data. Here, we address this issue by looking at changes that occurred to 2,541 orthographic and lexical norms in English and Spanish through the analysis of a large corpora of books published between the years 1800 and 2008. We detect three markedly distinct patterns in the data, depending on whether the behavioral change results from the action of a formal institution, an informal authority, or a spontaneous process of unregulated evolution. We propose a simple evolutionary model able to capture all of the observed behaviors, and we show that it reproduces quantitatively the empirical data. This work identifies general mechanisms of norm change, and we anticipate that it will be of interest to researchers investigating the cultural evolution of language and, more broadly, human collective behavior.

[1]  David Sánchez,et al.  Mapping the Americanization of English in space and time , 2017, PloS one.

[2]  Krishna P. Gummadi,et al.  Predicting emerging social conventions in online social networks , 2012, CIKM.

[3]  Gloria Mark,et al.  Constructing social systems through computer-mediated communication , 2005, Virtual Reality.

[4]  David Micklethwait,et al.  Noah Webster and the American dictionary , 1999 .

[5]  G. Caldarelli,et al.  The spreading of misinformation online , 2016, Proceedings of the National Academy of Sciences.

[6]  Boleslaw K. Szymanski,et al.  Social consensus through the influence of committed minorities , 2011, Physical review. E, Statistical, nonlinear, and soft matter physics.

[7]  R. E. Zachrisson,et al.  Four hundred years of English spelling reform , 1931 .

[8]  Claudio Wagner Andrés Bello y la Gramática Castellana latinoamericana , 2016 .

[9]  Andrei Marmor,et al.  Social Conventions: From Language to Law , 2009 .

[10]  P. Ehrlich,et al.  The Evolution of Norms , 2005, PLoS biology.

[11]  David Lewis Convention: A Philosophical Study , 1986 .

[12]  Richard L. Venezky,et al.  The American Way of Spelling: The Structure and Origins of American English Orthography , 1999 .

[13]  Santiago Alcoba,et al.  Ortografía y DRAE: algunos hitos en la fijación léxica y ortográfica de palabras , 2007 .

[14]  Joseph Michael Wilson THE -RA AND -SE VERB FORMS IN MEXICO: A DIACHRONIC EXAMINATION FROM NON-LITERARY SOURCES , 1983 .

[15]  C. Osgood,et al.  Psycholinguistics: A Survey of Theory and Research Problems , 1955 .

[16]  Bienvenido Palomo Olmos Rendimiento Funcional de las Nuevas Normas de Prosodia y Ortografia de la Real Academia Española de la Lengua (1959) , 1992 .

[17]  D. G. Scragg,et al.  A History of English Spelling , 1976 .

[18]  María Luisa Calero Vaquera,et al.  Historia de la gramática española, 1847-1920 : de A. Bello a R. Lenz , 1986 .

[19]  Marcelo A. Montemurro,et al.  Coherent oscillations in word-use data from 1700 to 2008 , 2016, Palgrave Communications.

[20]  Ian Walkinshaw A review of Watts, R, S Ide and K Ehlich (eds), Politeness in Language: Studies in its History, Theory and Practice (2nd edition). Berlin/New York: Mouton de Gruyter. , 2007 .

[21]  K. Arrow,et al.  Social norms as solutions , 2016, Science.

[22]  Christopher M. Danforth,et al.  English verb regularization in books and tweets , 2018, PloS one.

[23]  Erez Lieberman,et al.  Quantifying the evolutionary dynamics of language , 2007, Nature.

[24]  Eduardo G. Altmann,et al.  Extracting information from S-curves of language change , 2014, Journal of The Royal Society Interface.

[25]  Scott A. Schwenter,et al.  Entrenchment and persistence in language change: the Spanish past subjunctive , 2019, Corpus Linguistics and Linguistic Theory.

[26]  A. Baronchelli,et al.  Experimental evidence for tipping points in social convention , 2018, Science.

[27]  Boleslaw K. Szymanski,et al.  The impact of variable commitment in the Naming Game on consensus formation , 2017, Scientific Reports.

[28]  M. Kimura,et al.  The neutral theory of molecular evolution. , 1983, Scientific American.

[29]  Julio Casares La Academia y las "nuevas normas" , 1954 .

[30]  R. Watts,et al.  Politeness in Language. Studies in Its History, Theory and Practice , 2005 .

[31]  Christopher M. Danforth,et al.  Temporal Patterns of Happiness and Information in a Global Social Network: Hedonometrics and Twitter , 2011, PloS one.

[32]  Matías Guzmán Naranjo,et al.  The se-ra Alternation in Spanish Subjunctive , 2017 .

[33]  M. Kimura The Neutral Theory of Molecular Evolution: Introduction , 1983 .

[34]  Richard A. William Blythe,et al.  S-curves and the mechanisms of propagation in language change , 2012 .

[35]  Andrea Baronchelli,et al.  The emergence of consensus: a primer , 2017, Royal Society Open Science.

[36]  Geoffrey Leech,et al.  Change in Contemporary English: A Grammatical Study , 2009 .

[37]  William Croft,et al.  Explaining language change : an evolutionary approach , 2000 .

[38]  Christopher M. Danforth,et al.  Characterizing the Google Books Corpus: Strong Limits to Inferences of Socio-Cultural and Linguistic Evolution , 2015, PloS one.

[39]  Sebastián Valenzuela,et al.  Facebook, Twitter, and Youth Engagement: A Quasi-experimental Study of Social Media Use and Protest Behavior Using Propensity Score Matching , 2014 .

[40]  Alexander Koplenig,et al.  The impact of lacking metadata for the measurement of cultural and linguistic change using the Google Ngram data sets - Reconstructing the composition of the German corpus in times of WWII , 2015, Digit. Scholarsh. Humanit..

[41]  Krishna P. Gummadi,et al.  The Emergence of Conventions in Online Social Networks , 2012, ICWSM.

[42]  Ernst Håkon Jahr,et al.  Language Change: Contributions to the Study of its Causes , 1989 .

[43]  T. Jukes,et al.  The neutral theory of molecular evolution. , 2000, Genetics.

[44]  Ivar Kolstad The evolution of social norms , 2003 .

[45]  Erez Lieberman Aiden,et al.  Quantitative Analysis of Culture Using Millions of Digitized Books , 2010, Science.

[46]  Robin Clark,et al.  Detecting evolutionary forces in language change , 2016, Nature.

[47]  R. Lass Historical linguistics and language change , 1997 .

[48]  Cristina Bicchieri,et al.  The Great Illusion: Ignorance, Informational Cascades, and the Persistence of Unpopular Norms , 1999, Business Ethics Quarterly.

[49]  John H. Vivian Spelling an End to Orthographical Reforms: Newspaper Response to the 1906 Roosevelt Simplifications , 1979 .

[50]  Ilpo Kempas,et al.  Sobre la variación en el marco de la libre elección entre "cantara" y "cantase" en el español peninsular , 2011 .

[51]  María Teresa Pochat Historia de la Real Academia Española , 2001 .

[52]  Andrea Baronchelli,et al.  The spontaneous emergence of conventions: An experimental study of cultural evolution , 2015, Proceedings of the National Academy of Sciences.

[53]  C. Bicchieri The grammar of society: the nature and dynamics of social norms , 2005 .

[54]  Alonso Zamora Vicente,et al.  Historia de la Real Academia Española , 1999 .

[55]  Antonio Briz Gómez Corpus de conversaciones coloquiales , 2002 .

[56]  Asociación de Academias de la Lengua Española,et al.  Ortografía de la lengua española , 2010 .

[57]  James P. Bagrow,et al.  Human language reveals a universal positivity bias , 2014, Proceedings of the National Academy of Sciences.

[58]  Qian Zhang,et al.  Committed activists and the reshaping of status-quo social consensus , 2015, Physical review. E, Statistical, nonlinear, and soft matter physics.

[59]  BRIAN WEINSTEIN,et al.  Noah Webster and the diffusion of linguistic innovations for political purposes , 1982 .