Skip to main content
Log in

Russian normative data for 375 action pictures and verbs

  • Published:
Behavior Research Methods Aims and scope Submit manuscript

Abstract

The present article introduces a Russian-language database of 375 action pictures and associated verbs with normative data. The pictures were normed for name agreement, conceptual familiarity, and subjective visual complexity, and measures of age of acquisition, imageability, and image agreement were collected for the verbs. Values of objective visual complexity, as well as information about verb frequency, length, argument structure, instrumentality, and name relation, are also provided. Correlations between these parameters are presented, along with a comparative analysis of the Russian name agreement norms and those collected in other languages. The full set of pictorial stimuli and the obtained norms may be freely downloaded from http://neuroling.ru/en/db.htm for use in research and for clinical purposes.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2

Similar content being viewed by others

Notes

  1. All of the examples are written in transliteration and accompanied with an English translation.

  2. The five-point scales used in this study were adapted from Snodgrass and Vanderwart (1980) and are widely used in noun- and object-norming studies, although some verb- and action-norming studies have been based on seven-point scales (e.g., Bird et al., 2001; Chiarello et al., 1999; Cuetos & Alija, 2003; Masterson & Druks, 1998; Schwitter et al., 2004; Shao et al., 2013). The normative data for Russian nouns and objects are collected using five-point scales to allow for a comparison of the present data for verbs and actions with future data for nouns and objects.

  3. In the use of effect size terms, we adhere to the conventions of Cohen (1988): “small” correlations = .1–.3, “moderate” = .3–.5, “large” > .5.

References

  • Akinina, Y., & Dragoy, O. (2012). Semantic and phonological naming therapy: New criteria of therapy effects assessment. Stem-, Spraak- en Taalpathologie, 17, 15–17.

    Google Scholar 

  • Alario, F. X., & Ferrand, L. (1999). A set of 400 pictures standardized for French: Norms for name agreement, image agreement, familiarity, visual complexity, image variability, and age of acquisition. Behavior Research Methods, Instruments, & Computers, 31, 531–552. doi:10.3758/BF03200732

    Article  Google Scholar 

  • Alario, F. X., Ferrand, L., Laganaro, M., New, B., Frauenfelder, U. H., & Segui, J. (2004). Predictors of picture naming speed. Behavior Research Methods, Instruments, & Computers, 36, 140–155. doi:10.3758/BF03195559

    Article  Google Scholar 

  • Álvarez, B., & Cuetos, F. (2007). Objective age of acquisition norms for a set of 328 words in Spanish. Behavior Research Methods, 39, 377–383. doi:10.3758/BF03193006

    Article  PubMed  Google Scholar 

  • Baayen, R. H., Piepenbrock, R., & Van Rijn, H. (1993). The CELEX lexical database (CD-ROM). Philadelphia, PA: Linguistic Data Consortium, University of Pennsylvania.

    Google Scholar 

  • Barry, C., Morrison, C. M., & Ellis, A. W. (1997). Naming the Snodgrass and Vanderwart pictures: Effects of age of acquisition, frequency, and name agreement. Quarterly Journal of Experimental Psychology, 50A, 560–585. doi:10.1080/783663595

    Article  Google Scholar 

  • Bastiaanse, R. (1991). Retrieval of instrumental verbs in aphasia: An explorative study. Clinical Linguistics and Phonetics, 5, 355–368.

    Article  Google Scholar 

  • Bates, E., D’Amico, S., Jacobsen, T., Székely, A., Andonova, E., Devescovi, A., … Tzeng, O. (2003). Timed picture naming in seven languages. Psychonomic Bulletin & Review, 10, 344–380. doi:10.3758/BF03196494

  • Berman, S., Friedman, D., Hamberger, M., & Snodgrass, J. G. (1989). Developmental picture norms: Relationships between name agreement, familiarity, and visual complexity for child and adult ratings of two sets of line drawings. Behavior Research Methods, Instruments, & Computers, 21, 371–382. doi:10.3758/BF03202800

    Article  Google Scholar 

  • Bird, H., Franklin, S., & Howard, D. (2001). Age of acquisition and imageability ratings for a large set of words, including verbs and function words. Behavior Research Methods, Instruments, & Computers, 33, 73–79. doi:10.3758/BF03195349

    Article  Google Scholar 

  • Bird, H., Howard, D., & Franklin, S. (2003). Verbs and nouns: The importance of being imageable. Journal of Neurolinguistics, 16, 113–149.

    Article  Google Scholar 

  • Bonin, P., Boyer, B., Méot, A., Fayol, M., & Droit, S. (2004). Psycholinguistic norms for action photographs in French and their relationships with spoken and written latencies. Behavior Research Methods, Instruments, & Computers, 36, 127–139. doi:10.3758/BF03195558

    Article  Google Scholar 

  • Bonin, P., Méot, A., Mermillod, M., Ferrand, L., & Barry, C. (2009). The effects of age of acquisition and frequency trajectory on object naming: Comments on Pérez (2007). Quarterly Journal of Experimental Psychology, 2, 1132–1140. doi:10.1080/17470210802618850

    Article  Google Scholar 

  • Bonin, P., Peereman, R., Malardier, N., Méot, A., & Chalard, M. (2003). A new set of 299 pictures for psycholinguistic studies: French norms for name agreement, image agreement, conceptual familiarity, visual complexity, image variability, age of acquisition, and naming latencies. Behavior Research Methods, Instruments, & Computers, 35, 158–167. doi:10.3758/BF03195507

    Article  Google Scholar 

  • Cameirão, M. L., & Vicente, S. G. (2010). Age-of-acquisition norms for a set of 1,749 Portuguese words. Behavior Research Methods, 42, 474–480. doi:10.3758/BRM.42.2.474

    Article  PubMed  Google Scholar 

  • Cappa, S. F., & Perani, D. (2003). The neural correlates of noun and verb processing. Journal of Neurolinguistics, 16, 183–189.

    Article  Google Scholar 

  • Chiarello, C., Shears, C., & Lund, K. (1999). Imageability and distributional typicality measures of nouns and verbs in contemporary English. Behavior Research Methods, Instruments, & Computers, 31, 603–637. doi:10.3758/BF03200739

    Article  Google Scholar 

  • Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Hillsdale, NJ: Erlbaum.

    Google Scholar 

  • Connell, L., & Lynott, D. (2012). Strength of perceptual experience predicts word processing performance better than concreteness or imageability. Cognition, 125, 452–465. doi:10.1016/j.cognition.2012.07.010

    Article  PubMed  Google Scholar 

  • Cortese, M. J., Simpson, G. B., & Woolsey, S. (1997). Effects of association and imageability on phonological mapping. Psychonomic Bulletin & Review, 4, 226–231. doi:10.3758/BF03209397

    Article  Google Scholar 

  • Cotelli, M., Borroni, B., Manenti, R., Alberici, A., Calabria, M., Agosti, C., … Cappa, S. F. (2006). Action and object naming in frontotemporal dementia, progressive supranuclear palsy, and corticobasal degeneration. Neuropsychology, 20, 558–565.

  • Crepaldi, D., Berlingeri, M., Paulesu, E., & Luzzatti, C. (2011). A place for nouns and a place for verbs? A critical review of neurocognitive data on grammatical-class effects. Brain and Language, 116, 33–49. doi:10.1016/j.bandl.2010.09.005

    Article  PubMed  Google Scholar 

  • Cuetos, F., Aguado, G., Izura, C., & Ellis, A. W. (2002). Aphasic naming in Spanish: Predictors and errors. Brain and Language, 82, 344–365. doi:10.1016/S0093-934X(02)00038-X

    Article  PubMed  Google Scholar 

  • Cuetos, F., & Alija, M. (2003). Normative data and naming times for action pictures. Behavior Research Methods, Instruments, & Computers, 35, 168–177. doi:10.3758/BF03195508

    Article  Google Scholar 

  • Cuetos, F., Ellis, A. W., & Alvarez, B. (1999). Naming times for the Snodgrass and Vanderwart pictures in Spanish. Behavior Research Methods, Instruments, & Computers, 31, 650–658. doi:10.3758/BF03200741

    Article  Google Scholar 

  • Cuetos, F., Samartino, T., & Ellis, A. W. (2012). Age of acquisition norms from elderly Spanish people: Characteristics and the prediction of word recognition performance in Alzheimer’s disease. Psicológica, 33, 59–76.

    Google Scholar 

  • Cycowicz, Y. M., Friedman, D., Rothstein, M., & Snodgrass, J. G. (1997). Picture naming by young children: Norms for name agreement, familiarity, and visual complexity. Journal of Experimental Child Psychology, 65, 171–237. doi:10.1006/jecp.1996.2356

    Article  PubMed  Google Scholar 

  • d’Honincthun, P., & Pillon, A. (2008). Verb comprehension and naming in frontotemporal degeneration: The role of the static depiction of actions. Cortex, 44, 834–847. doi:10.1016/j.cortex.2007.04.003

    Article  PubMed  Google Scholar 

  • Damian, M. F., Bowers, J. S., Stadthagen-Gonzalez, H., & Spalek, K. (2010). Does word length affect speech onset latencies when producing single words? Journal of Experimental Psychology: Learning, Memory, and Cognition, 36, 892–905. doi:10.1037/a0019446

    PubMed  Google Scholar 

  • De Bleser, R., & Kauschke, C. (2003). Acquisition and loss of nouns and verbs: Parallel or divergent patterns? Journal of Neurolinguistics, 16, 213–229.

    Article  Google Scholar 

  • Dell’Acqua, R., Lotto, L., & Job, R. (2000). Naming times and standardized norms for the Italian PD/DPSS set of 266 pictures: Direct comparisons with American, English, French, and Spanish published databases. Behavior Research Methods, Instruments, & Computers, 32, 588–615. doi:10.3758/BF03200832

    Article  Google Scholar 

  • Dimitropoulou, M., Duñabeitia, J. A., Blitsas, P., & Carreiras, M. (2009). A standardized set of 260 pictures for Modern Greek: Norms for name agreement, age of acquisition, and visual complexity. Behavior Research Methods, 41, 584–589. doi:10.3758/BRM.41.2.584

    Article  PubMed  Google Scholar 

  • Dragoy, O., & Bastiaanse, R. (2010). Verb production and word order in Russian agrammatic speakers. Aphasiology, 24, 28–55. doi:10.1080/02687030802586902

    Article  Google Scholar 

  • Druks, J. (2002). Verbs and nouns: Review of the literature. Journal of Neurolinguistics, 15, 289–315.

    Article  Google Scholar 

  • Druks, J., & Masterson, J. (2000). An object and action naming battery. Hove, UK: Psychology Press.

    Google Scholar 

  • Ellis, A. W., & Morrison, C. M. (1998). Real age-of-acquisition effects in lexical retrieval. Journal of Experimental Psychology: Learning, Memory, and Cognition, 24, 515–523. doi:10.1037/0278-7393.24.2.515

    PubMed  Google Scholar 

  • Fiez, J. A., & Tranel, D. (1997). Standardized stimuli and procedures for investigating the retrieval of lexical and conceptual knowledge for actions. Memory & Cognition, 25, 543–569. doi:10.3758/BF03201129

    Article  Google Scholar 

  • Goodglass, H. (1993). Understanding aphasia. New York, NY: Academic Press.

    Google Scholar 

  • Grigoriev, A. A., Baljasnikova, O. V., & Oshhepkov, I. V. (2009). Ocenki obraznosti nazvanijj risunkov iz standartnogo nabora izobrazhenijj i rjada drugikh slov. Voprosy Psikholingvistiki, 9, 128–133.

    Google Scholar 

  • Grigoriev, A., & Oshhepkov, I. (2013). Objective age of acquisition norms for a set of 286 words in Russian: Relationships with other psycholinguistic variables. Behavior Research Methods, 45, 1208–1217. doi:10.3758/s13428-013-0319-0

    Article  PubMed  Google Scholar 

  • Grigoriev, A. A., Oshhepkov, I. V., Baljasnikova, O. V., & Orlova, E. A. (2010). Normativnye dannye po obraznosti, soglasovannosti naimenovanijj, znakomosti i sootvetstviju naimenovanija izobrazheniju dlja nabora iz 286 stimulov. Vestnik Moskovskogo gosudarstvennogo oblastnogo universiteta. Psikhologicheskie Nauki, 1, 42–51.

    Google Scholar 

  • Himmanen, S. A., Gentles, K., & Sailor, K. (2003). Rated familiarity, visual complexity, and image agreement and their relation to naming difficulty for items from the Boston Naming Test. Journal of Clinical and Experimental Neuropsychology, 25, 1178–1185.

    Article  PubMed  Google Scholar 

  • Hoffman, P., Jefferies, E., & Ralph, M. A. L. (2011). Remembering “zeal” but not “thing”: Reverse frequency effects as a consequence of deregulated semantic processing. Neuropsychologia, 49, 580–584. doi:10.1016/j.neuropsychologia.2010.12.036

    Article  PubMed Central  PubMed  Google Scholar 

  • Johnston, R. A., & Barry, C. (2006). Age of acquisition and lexical processing. Visual Cognition, 13, 789–845. doi:10.1080/13506280544000066

    Article  Google Scholar 

  • Jonkers, R., & Bastiaanse, R. (2007). Action naming in anomic aphasic speakers: Effects of instrumentality and name relation. Brain and Language, 102, 262–272.

    Article  PubMed  Google Scholar 

  • Kemmerer, D., & Tranel, D. (2000). Verb retrieval in brain-damaged subjects: 1. Analysis of stimulus, lexical, and conceptual factors. Brain and Language, 73, 347–392.

    Article  PubMed  Google Scholar 

  • Kim, M., & Thompson, C. K. (2000). Patterns of comprehension and production of nouns and verbs in agrammatism: Implications for lexical organization. Brain and Language, 74, 1–25.

    Article  PubMed Central  PubMed  Google Scholar 

  • Kiss, K. (2000). Effect of verb complexity on agrammatic aphasics’ sentence production. In R. Bastiaanse & Y. Grodzinsky (Eds.), Grammatical disorders in aphasia: A neurolinguistic perspective (pp. 152–170). London, UK: Whurr.

    Google Scholar 

  • Konopka, A., & Meyer, A. S. (2012). Priming sentence planning: The role of words and structures. Unpublished manuscript.

  • Kozintseva, E. G., Dragoy, O., Malyutina, S., Ivanova, M. V., Sevan, D., Kuptsova, S., … Gutyrchik, E. F. (2013). Naming actions in non-fluent aphasia: An fMRI study of compensatory reorganization of brain activity. Stem-, Spraak- en Taalpathologie, 18, 98–99.

  • Kremin, H., Akhutina, T., Basso, A., Davidoff, J., De Wilde, M., Kitzing, P., … Weniger, D. (2003). A cross-linguistic data bank for oral picture naming in Dutch, English, German, French, Italian, Russian, Spanish, and Swedish (PEDOI). Brain & Cognition, 53, 243–246.

  • Lachman, R. (1973). Uncertainty effects on time to access the internal lexicon. Journal of Experimental Psychology, 99, 199–208.

    Article  Google Scholar 

  • Lewis, M. P., Simons, G. F., & Fennig, C. D. (Eds.). (2013). Ethnologue: Languages of the world (17th ed.). Dallas, TX: SIL International. Available at www.ethnologue.com

    Google Scholar 

  • Luzzatti, C., Aggujaro, S., & Crepaldi, D. (2006). Verb–noun double dissociation in aphasia: Theoretical and neuroanatomical foundations. Cortex, 42, 875–883.

    Article  PubMed  Google Scholar 

  • Luzzatti, C., Raggi, R., Zonca, G., Pistarini, C., Contardi, A., & Pinna, G. D. (2002). Verb–noun double dissociation in aphasic lexical impairments: The role of word frequency and imageability. Brain and Language, 81, 432–444.

    Article  PubMed  Google Scholar 

  • Lyashevskaya, O. N., & Sharov, S. A. (2009). Chastotnyj slovar’ sovremennogo russkogo jazyka (na materialakh Natsional’nogo korpusa russkogo jazyka) [Frequency vocabulary of Modern Russian (based on the materials of Russian National Corpus]. Moscow, Russia: Azbukovnik. Retrieved from http://dict.ruslang.ru/freq.php

    Google Scholar 

  • Malyutina, S., Iskra, E., & Sevan, D. (2014). Aphasiology the effects of instrumentality and name relation on action naming in Russian speakers with aphasia, (May), 37–41. doi:10.1080/02687038.2014.910589.

  • Manoiloff, L., Artstein, M., Bélen Canavoso, M., Fernández, L., & Segui, J. (2010). Expanded norms for 400 experimental pictures in an Argentinean Spanish-speaking population. Behavior Research Methods, 42, 452–460. doi:10.3758/BRM.42.2.452

    Article  PubMed  Google Scholar 

  • Marshall, J., Pring, T., Chiat, S., & Robson, J. (2001). When ottoman is easier than chair: An inverse frequency effect in jargon aphasia. Cortex, 37, 33–53. doi:10.1016/S0010-9452(08)70556-2

    Article  PubMed  Google Scholar 

  • Martein, R. (1995). Norms for name and concept agreement, familiarity, visual complexity and image agreement on a set of 216 pictures. Psychologica Belgica, 35, 205–225.

    Google Scholar 

  • Masterson, J., & Druks, J. (1998). Description of a set of 164 nouns and 102 verbs matched for printed word frequency, familiarity and age-of-acquisition. Journal of Neurolinguistics, 11, 331–354. doi:10.1016/S0911-6044(98)00023-2

    Article  Google Scholar 

  • Mätzig, S., Druks, J., Masterson, J., & Vigliocco, G. (2009). Noun and verb differences in picture naming: Past studies and new evidence. Cortex, 45, 738–758. doi:10.1016/j.cortex.2008.10.003

    Article  PubMed  Google Scholar 

  • Meyer, A. S., Roelofs, A., & Levelt, W. J. M. (2003). Word length effects in object naming: The role of a response criterion. Journal of Memory and Language, 48, 131–147. doi:10.1016/S0749-596X(02)00509-0

    Article  Google Scholar 

  • Morrison, C. M., Chappell, T. D., & Ellis, A. W. (1997). Age of acquisition norms for a large set of object names and their relation to adult estimates and other variables. Quarterly Journal of Experimental Psychology, 50A, 528–559. doi:10.1080/027249897392017

    Article  Google Scholar 

  • Nickels, L., & Howard, D. (1995). Aphasic naming: What matters? Neuropsychologia, 33, 1281–1303. doi:10.1016/0028-3932(95)00102-9

    Article  PubMed  Google Scholar 

  • Nishimoto, T., Miyawaki, K., Ueda, T., Une, Y., & Takahashi, M. (2005). Japanese normative set of 359 pictures. Behavior Research Methods, 37, 398–416. doi:10.3758/BF03192709

    Article  PubMed  Google Scholar 

  • Nishimoto, T., Ueda, T., Miyawaki, K., Une, Y., & Takahashi, M. (2012). The role of imagery-related properties in picture naming: A newly standardized set of 360 pictures for Japanese. Behavior Research Methods, 44, 934–945. doi:10.3758/s13428-011-0176-7

    Article  PubMed  Google Scholar 

  • Nisi, M., Longoni, A. M., & Snodgrass, J. G. (2000). Misure italiane per l’accordo sul nome, familiarità ed età di acquisizione, per le 260 figure di Snodgrass e Vanderwart (1980). Giornale Italiano di Psicologia, 27, 205–220. doi:10.1421/288

    Google Scholar 

  • Ozhegov, S., & Shvedova, N. (1992). Tolkovy slovar’ russkogo yazyka [Russian explanatory dictionary]. Moscow, Russia: Az.

    Google Scholar 

  • Pashneva, S. (2013). Russkie normativnye imena dlja 275 izobrazhenij dejstvij I dannyje po ikh obraznosti, znakomosti i vozrastu usvojenija. Molodoj Uchjonyj, 10, 606–610.

    Google Scholar 

  • Pind, J., Jónsdóttir, H., Gissurardóttir, H., & Jónsson, F. (2000). Icelandic norms for the Snodgrass and Vanderwart (1980) pictures: Name and image agreement, familiarity, and age of acquisition. Scandinavian Journal of Psychology, 41, 41–48. doi:10.1111/1467-9450.00169

    Article  PubMed  Google Scholar 

  • Rossion, B., & Pourtois, G. (2004). Revisiting Snodgrass and Vanderwart’s object pictorial set: The role of surface detail in basic-level object recognition. Perception, 33, 217–236. doi:10.1068/p5117

    Article  PubMed  Google Scholar 

  • Salmon, J. P., McMullen, P. A., & Filliter, J. H. (2010). Norms for two types of manipulability (graspability and functional usage), familiarity, and age of acquisition for 320 photographs of objects. Behavior Research Methods, 42, 82–95. doi:10.3758/BRM.42.1.82

    Article  PubMed  Google Scholar 

  • Sanfeliu, M. C., & Fernandez, A. (1996). A set of 254 Snodgrass–Vanderwart pictures standardized for Spanish: Norms for name agreement, image agreement, familiarity, and visual complexity. Behavior Research Methods, Instruments, & Computers, 28, 537–555. doi:10.3758/BF03200541

    Article  Google Scholar 

  • Schröder, A., Gemballa, T., Ruppin, S., & Wartenburger, I. (2012). German norms for semantic typicality, age of acquisition, and concept familiarity. Behavior Research Methods, 44, 380–394. doi:10.3758/s13428-011-0164-y

    Article  PubMed  Google Scholar 

  • Schwitter, V., Boyer, B., Méot, A., Bonin, P., & Laganaro, M. (2004). French normative data and naming times for action pictures. Behavior Research Methods, Instruments, & Computers, 36, 564–576. doi:10.3758/BF03195603

    Article  Google Scholar 

  • Shao, Z., Roelofs, A., & Meyer, A. S. (2013). Predicting naming latencies for action pictures: Dutch norms. Behavior Research Methods, 46, 274–283. doi:10.3758/s13428-013-0358-6

    Article  Google Scholar 

  • Snodgrass, J. G., & Vanderwart, M. (1980). A standardized set of 260 pictures: Norms for name agreement, image agreement, familiarity, and visual complexity. Journal of Experimental Psychology: Human Learning and Memory, 6, 174–215. doi:10.1037/0278-7393.6.2.174

    Google Scholar 

  • Snodgrass, J. G., & Yuditsky, T. (1996). Naming times for the Snodgrass and Vanderwart pictures. Behavior Research Methods, Instruments, & Computers, 28, 516–536. doi:10.3758/BF03200540

    Article  Google Scholar 

  • Szekely, A., & Bates, E. (2000). Objective visual complexity as a variable in studies of picture naming. CRL Newsletter, 12(2), 1–33.

    Google Scholar 

  • Szekely, A., D’Amico, S., Devescovi, A., Federmeier, K., Herron, D., Iyer, G., … Bates, E. (2005). Timed action and object naming. Cortex, 41, 7–25. doi:10.1016/S0010-9452(08)70174-6

  • Székely, A., Jacobsen, T., D’Amico, S., Devescovi, A., Andonova, E., Herron, D., … Bates, E. (2004). A new on-line resource for psycholinguistic studies. Journal of Memory and Language, 51, 247–250. doi:10.1016/j.jml.2004.03.002

  • Tsaparina, D., Bonin, P., & Méot, A. (2011). Russian norms for name agreement, image agreement for the colorized version of the Snodgrass and Vanderwart pictures and age of acquisition, conceptual familiarity, and imageability scores for modal object names. Behavior Research Methods, 43, 1085–1099. doi:10.3758/s13428-011-0121-9

    Article  PubMed  Google Scholar 

  • Vitkovitch, M., & Tyrrell, L. (1995). Sources of disagreement in object naming. Quarterly Journal of Experimental Psychology, 48A, 822–848. doi:10.1080/14640749508401419

    Article  Google Scholar 

  • Weekes, B. S., Shu, H., Hao, M., Liu, Y., & Tan, L. H. (2007). Predictors of timed picture naming in Chinese. Behavior Research Methods, 39, 335–342. doi:10.3758/BF03193165

    Article  PubMed  Google Scholar 

  • Zevin, J. D., & Seidenberg, M. S. (2002). Age of acquisition effects in word reading and other tasks. Journal of Memory and Language, 47, 1–29. doi:10.1006/jmla.2001.2834

    Article  Google Scholar 

Download references

Author Note

This article is an output of a research project implemented as part of the Basic Research Program at the National Research University Higher School of Economics (HSE). We thank Victor M. Shklovsky, who inspired the authors to implement the project. We are also grateful to all of the participants for their contributions to this study, Kelly Callahan for proofreading the article, and those of our colleagues who are not mentioned among the authors for their help and advice.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yulia Akinina.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Akinina, Y., Malyutina, S., Ivanova, M. et al. Russian normative data for 375 action pictures and verbs. Behav Res 47, 691–707 (2015). https://doi.org/10.3758/s13428-014-0492-9

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.3758/s13428-014-0492-9

Keywords

Navigation