Large-scale replication study reveals a limit on probabilistic prediction in language comprehension

被引:191
作者
Nieuwland, Mante S. [1 ,2 ]
Politzer-Ahles, Stephen [3 ,4 ]
Heyselaar, Evelien [5 ]
Segaert, Katrien [5 ]
Darley, Emily [6 ]
Kazanina, Nina [6 ]
Wolfsthurn, Sarah Von Grebmer Zu [6 ]
Bartolozzi, Federica [2 ]
Kogan, Vita [2 ]
Ito, Aine [2 ,4 ]
Meziere, Diane [2 ]
Barr, Dale J. [7 ]
Rousselet, Guillaume A. [7 ]
Ferguson, Heather J. [8 ]
Busch-Moreno, Simon [9 ]
Fu, Xiao [9 ]
Tuomainen, Jyrki [9 ]
Kulakova, Eugenia [10 ]
Husband, E. Matthew [4 ]
Donaldson, David I. [11 ]
Kohut, Zdenko [12 ]
Rueschemeyer, Shirley-Ann [12 ]
Huettig, Falk [1 ]
机构
[1] Max Planck Inst Psycholinguist, Nijmegen, Netherlands
[2] Univ Edinburgh, Sch Philosophy Psychol & Language Sci, Edinburgh, Midlothian, Scotland
[3] Hong Kong Polytech Univ, Dept Chinese & Bilingual Studies, Kowloon, Hong Kong, Peoples R China
[4] Univ Oxford, Fac Linguist Philol & Phonet, Oxford, England
[5] Univ Birmingham, Sch Psychol, Birmingham, W Midlands, England
[6] Univ Bristol, Sch Expt Psychol, Bristol, Avon, England
[7] Univ Glasgow, Inst Neurosci & Psychol, Glasgow, Lanark, Scotland
[8] Univ Kent, Sch Psychol, Canterbury, Kent, England
[9] UCL, Div Psychol & Language Sci, London, England
[10] UCL, Inst Cognit Neurosci, London, England
[11] Univ Stirling, Psychol, Fac Nat Sci, Stirling, Scotland
[12] Univ York, Dept Psychol, York, N Yorkshire, England
基金
欧洲研究理事会;
关键词
SEMANTIC INTEGRATION; BRAIN POTENTIALS; UPCOMING WORDS; TRUTH-VALUE; TIME-COURSE; N400; DISCOURSE; ERP; CONTEXT; MEMORY;
D O I
10.7554/eLife.33468
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Do people routinely pre-activate the meaning and even the phonological form of upcoming words? The most acclaimed evidence for phonological prediction comes from a 2005 Nature Neuroscience publication by DeLong, Urbach and Kutas, who observed a graded modulation of electrical brain potentials (N400) to nouns and preceding articles by the probability that people use a word to continue the sentence fragment ('cloze'). In our direct replication study spanning 9 laboratories (N=334), pre-registered replication-analyses and exploratory Bayes factor analyses successfully replicated the noun-results but, crucially, not the article-results. Pre-registered single-trial analyses also yielded a statistically significant effect for the nouns but not the articles. Exploratory Bayesian single-trial analyses showed that the article-effect may be non-zero but is likely far smaller than originally reported and too small to observe without very large sample sizes. Our results do not support the view that readers routinely pre-activate the phonological form of predictable words.
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页数:24
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共 71 条
[1]   Estimating the reproducibility of psychological science [J].
Aarts, Alexander A. ;
Anderson, Joanna E. ;
Anderson, Christopher J. ;
Attridge, Peter R. ;
Attwood, Angela ;
Axt, Jordan ;
Babel, Molly ;
Bahnik, Stepan ;
Baranski, Erica ;
Barnett-Cowan, Michael ;
Bartmess, Elizabeth ;
Beer, Jennifer ;
Bell, Raoul ;
Bentley, Heather ;
Beyan, Leah ;
Binion, Grace ;
Borsboom, Denny ;
Bosch, Annick ;
Bosco, Frank A. ;
Bowman, Sara D. ;
Brandt, Mark J. ;
Braswell, Erin ;
Brohmer, Hilmar ;
Brown, Benjamin T. ;
Brown, Kristina ;
Bruening, Jovita ;
Calhoun-Sauls, Ann ;
Callahan, Shannon P. ;
Chagnon, Elizabeth ;
Chandler, Jesse ;
Chartier, Christopher R. ;
Cheung, Felix ;
Christopherson, Cody D. ;
Cillessen, Linda ;
Clay, Russ ;
Cleary, Hayley ;
Cloud, Mark D. ;
Cohn, Michael ;
Cohoon, Johanna ;
Columbus, Simon ;
Cordes, Andreas ;
Costantini, Giulio ;
Alvarez, Leslie D. Cramblet ;
Cremata, Ed ;
Crusius, Jan ;
DeCoster, Jamie ;
DeGaetano, Michelle A. ;
Della Penna, Nicolas ;
den Bezemer, Bobby ;
Deserno, Marie K. .
SCIENCE, 2015, 349 (6251)
[2]   Incrementality and Prediction in Human Sentence Processing [J].
Altmann, Gerry T. M. ;
Mirkovic, Jelena .
COGNITIVE SCIENCE, 2009, 33 (04) :583-609
[3]   Incremental interpretation at verbs: restricting the domain of subsequent reference [J].
Altmann, GTM ;
Kamide, Y .
COGNITION, 1999, 73 (03) :247-264
[4]   Mixed-effects modeling with crossed random effects for subjects and items [J].
Baayen, R. H. ;
Davidson, D. J. ;
Bates, D. M. .
JOURNAL OF MEMORY AND LANGUAGE, 2008, 59 (04) :390-412
[5]   The balance between memory and unification in semantics: A dynamic account of the N400 [J].
Baggio, Giosue ;
Hagoort, Peter .
LANGUAGE AND COGNITIVE PROCESSES, 2011, 26 (09) :1338-1367
[6]   Random effects structure for confirmatory hypothesis testing: Keep it maximal [J].
Barr, Dale J. ;
Levy, Roger ;
Scheepers, Christoph ;
Tily, Harry J. .
JOURNAL OF MEMORY AND LANGUAGE, 2013, 68 (03) :255-278
[7]   Goals and strategies influence lexical prediction during sentence comprehension [J].
Brothers, Trevor ;
Swaab, Tamara Y. ;
Traxler, Matthew J. .
JOURNAL OF MEMORY AND LANGUAGE, 2017, 93 :203-216
[8]   THE PROCESSING NATURE OF THE N400 - EVIDENCE FROM MASKED PRIMING [J].
BROWN, C ;
HAGOORT, P .
JOURNAL OF COGNITIVE NEUROSCIENCE, 1993, 5 (01) :34-44
[9]   An event-related brain potential analysis of visual word priming effects [J].
Brown, CM ;
Hagoort, P ;
Chwilla, DJ .
BRAIN AND LANGUAGE, 2000, 72 (02) :158-190
[10]   Power failure: why small sample size undermines the reliability of neuroscience [J].
Button, Katherine S. ;
Ioannidis, John P. A. ;
Mokrysz, Claire ;
Nosek, Brian A. ;
Flint, Jonathan ;
Robinson, Emma S. J. ;
Munafo, Marcus R. .
NATURE REVIEWS NEUROSCIENCE, 2013, 14 (05) :365-376