1. Introduction to special issue. Beyond the lab: Using big data to discover principles of cognition

   • Gary Lupyan
   • Robert L. Goldstone

   Editorial 08 July 2019 Pages: 1473 - 1476

2. Decision contamination in the wild: Sequential dependencies in online review ratings

   • David W. Vinson
   • Rick Dale
   • Michael N. Jones

   OriginalPaper 02 January 2019 Pages: 1477 - 1484

   

3. The spacing effect stands up to big data

   • A. S. N. Kim
   • A. M. B. Wong-Kee-You
   • R. S. Rosenbaum

   OriginalPaper 08 January 2019 Pages: 1485 - 1497

   

4. Stated and revealed preferences in companion animal choice

   • Samantha E. Cohen
   • Peter M. Todd

   OriginalPaper 07 May 2019 Pages: 1498 - 1509

   

5. Autobiographical recall of personally familiar names and temporal information in e-mails: An automatic analytic approach using e-mail communications

   • Abhilasha A. Kumar
   • Sudheendra Hangal
   • Allyson C. Rosen

   OriginalPaper 04 February 2019 Pages: 1510 - 1530

   

6. The joint contribution of participation and performance to learning functions: Exploring the effects of age in large-scale data sets

   • Mark Steyvers
   • Aaron S. Benjamin

   OriginalPaper 24 September 2018 Pages: 1531 - 1543

   

7. Large data and Bayesian modeling—aging curves of NBA players

   • Nemanja Vaci
   • Dijana Cocić
   • Merim Bilalić

   OriginalPaper Open access 25 January 2019 Pages: 1544 - 1564

   

8. Think of the consequences: A decade of discourse about same-sex marriage

   • Babak Hemmatian
   • Sabina J. Sloman
   • Steven A. Sloman

   OriginalPaper 11 March 2019 Pages: 1565 - 1585

   

9. Predicting future mental illness from social media: A big-data approach

   • Robert Thorstad
   • Phillip Wolff

   OriginalPaper 29 April 2019 Pages: 1586 - 1600

   

10. Gender bias at scale: Evidence from the usage of personal names

    • Brendan T. Johns
    • Melody Dye

    OriginalPaper 22 April 2019 Pages: 1601 - 1618

    

11. Taming big data: Applying the experimental method to naturalistic data sets

    • Eyal Sagi

    OriginalPaper 08 January 2019 Pages: 1619 - 1635

    

12. Genre-typical narrative arcs in films are less appealing to lay audiences and professional film critics

    • Taleen Nalabandian
    • Molly E. Ireland

    OriginalPaper 30 November 2018 Pages: 1636 - 1650

    

13. Cross-modal associations and synesthesia: Categorical perception and structure in vowel–color mappings in a large online sample

    • Christine Cuskley
    • Mark Dingemanse
    • Tessa M. van Leeuwen

    OriginalPaper Open access 03 April 2019 Pages: 1651 - 1675

    

14. The SNARC and MARC effects measured online: Large-scale assessment methods in flexible cognitive effects

    • Krzysztof Cipora
    • Mojtaba Soltanlou
    • Hans-Christoph Nuerk

    OriginalPaper 25 February 2019 Pages: 1676 - 1692

    

15. Historical evolution of concrete and abstract language revisited

    • Bryor Snefjella
    • Michel Généreux
    • Victor Kuperman

    OriginalPaper 18 July 2018 Pages: 1693 - 1705

    

16. Identifying category representations for complex stimuli using discrete Markov chain Monte Carlo with people

    • Anne S. Hsu
    • Jay B. Martin
    • Thomas L. Griffiths

    OriginalPaper Open access 13 February 2019 Pages: 1706 - 1716

    

17. Implementing a concept network model

    • Sarah H. Solomon
    • John D. Medaglia
    • Sharon L. Thompson-Schill

    OriginalPaper 19 March 2019 Pages: 1717 - 1736

    

18. The rippling dynamics of valenced messages in naturalistic youth chat

    • Seth Frey
    • Karsten Donnay
    • Maarten W. Bos

    OriginalPaper 10 October 2018 Pages: 1737 - 1753

    

19. A modular, extensible approach to massive ecologically valid behavioral data

    • Mark VanDam
    • Paul De Palma

    OriginalPaper 16 November 2018 Pages: 1754 - 1765

    

20. Analyzing social media data: A mixed-methods framework combining computational and qualitative text analysis

    • Matthew Andreotta
    • Robertus Nugroho
    • Cecile Paris

    OriginalPaper 02 April 2019 Pages: 1766 - 1781

    

21. A thousand studies for the price of one: Accelerating psychological science with Pushkin

    • Joshua K. Hartshorne
    • Joshua R. de Leeuw
    • Timothy J. O’Donnell

    OriginalPaper 11 February 2019 Pages: 1782 - 1803

    

22. RECAPP-XPR: A smartphone application for presenting and recalling experimentally controlled stimuli over longer timescales

    • Cathleen Cortis Mack
    • Michael Harding
    • Geoff Ward

    OriginalPaper Open access 10 December 2018 Pages: 1804 - 1823

    

23. A system for collecting and analyzing experience-sampling data

    • Simon Dennis
    • Hyungwook Yim
    • Ben Stone

    OriginalPaper 25 June 2019 Pages: 1824 - 1838

    

24. Privacy versus open science

    • Simon Dennis
    • Paul Garrett
    • Ben Stone

    OriginalPaper Open access 31 May 2019 Pages: 1839 - 1848

25. English semantic feature production norms: An extended database of 4436 concepts

    • Erin M. Buchanan
    • K. D. Valentine
    • Nicholas P. Maxwell

    OriginalPaper 01 May 2019 Pages: 1849 - 1863

    

26. The Macroscope: A tool for examining the historical structure of language

    • Ying Li
    • Tomas Engelthaler
    • Thomas T. Hills

    OriginalPaper Open access 11 February 2019 Pages: 1864 - 1877

    

27. LAB: Linguistic Annotated Bibliography – a searchable portal for normed database information

    • Erin M. Buchanan
    • K. D. Valentine
    • Nicholas P. Maxwell

    OriginalPaper 03 October 2018 Pages: 1878 - 1888

    

28. The Litkey Corpus: A richly annotated longitudinal corpus of German texts written by primary school children

    • Ronja Laarmann-Quante
    • Katrin Ortmann
    • Stefanie Dipper

    OriginalPaper 02 August 2019 Pages: 1889 - 1918

    

29. Understanding spoken language through TalkBank

    • Brian MacWhinney

    OriginalPaper 03 December 2018 Pages: 1919 - 1927

30. childes-db: A flexible and reproducible interface to the child language data exchange system

    • Alessandro Sanchez
    • Stephan C. Meylan
    • Michael C. Frank

    OriginalPaper 08 January 2019 Pages: 1928 - 1941