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100 Türkçe ve Makedonca Sözcüğün Duygusal Değerlik, Somutluk ve Kullanım Sıklığı Düzeyinin Karşılaştırmalı İncelenmesi

Year 2025, Volume: 45 Issue: 2, 147 - 175, 21.08.2025
https://doi.org/10.26650/SP2024-1545232

Abstract

Sözcüklerin sıklık değerleri ve somutluk, imgelenebilirlik, duygusal değerlik veya uyarılmışlık gibi psikometrik özellikleri, başta deneysel ve bilişsel psikoloji araştırmaları olmak üzere psikolojinin birçok alanındaki çalışmalarda zihinsel süreçlerin işleyişini etkileyerek karıştırıcı etkiler oluşturabilmektedir. Bu nedenle, araştırmalarda kullanılması planlanan sözcüklere dair özelliklerin tespit edilip olası etkilerinin kontrol edilmesi oldukça önemlidir. Türkçe sözcüklerin sıklık, somutluk, imgelenebilirlik, duygusal değerlik ve uyarılmışlık gibi özellikleri üzerine yapılmış çalışmalar bulunmakla birlikte, Makedonca alanyazında bu tür çalışmalar eksiktir. Dolayısıyla, Türkçe ve Makedonca karşılaştırmalı araştırmalar için kullanılabilecek bir veri seti bulunmamaktadır. Buradan hareketle, bu çalışmada Türkçe ve Makedonca sözcüklerin karşılıklı olarak duygusal değerlik, somutluk ve sıklık düzeylerinin belirlenmesi amaçlanmıştır. Amacı gerçekleştirmeye yönelik, öncelikle Türkçe alanyazınında mevcut olan Tekcan ve Göz’ün (2005) çalışmasından faydalanılarak görece yaygın kullanılan ve somut sözcüklerden oluşan bir Türkçe sözcük listesi oluşturulmuştur. Ardından, Makedonca sözcüklerin kullanım sıklığı hesaplanmış ve Türkçe listedeki sözcükler baz alınarak yaygın kullanılan Makedonca karşılıklarından oluşan ikinci bir liste hazırlanmıştır. Toplamda 100 Türkçe sözcüğün ve Makedonca karşılıklarının yer aldığı iki liste oluşturulmuştur. Türkçe listedeki sözcüklerin duygusal değerliği ve Makedonca listedeki sözcüklerin duygusal değerlik ve somutluk değerleri iki farklı örneklem ile ölçülmüştür. Türkçe sözcüklerin değerlendirmesi ana dili Türkçe ve yaş ortalaması 24.63 olan 70 katılımcı (46 kadın, 24 erkek), Makedonca sözcüklerin değerlendirmesi ise ana dili Makedonca ve yaş ortalaması 24.04 olan 60 katılımcı ile (39 kadın, 21 erkek) yürütülmüştür. Çalışmadan elde edilen bulgular, Türkçe ve Makedonca dilleri için karşılaştırmalı olarak raporlanmış ve benzer güncel çalışmalar açısından detaylı bir şekilde tartışılmıştır. Mevcut araştırmanın, psikodilbilim alanında bir boşluğu doldurarak Makedonca dilindeki sözcüklerin psikometrik özelliklerini anlama ve Türkçe sözcüklerle karşılaştırmalı analizler yapma imkânı sağlaması bakımından önemli olduğu düşünülmektedir.

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A Comparative Investigation of the Emotional Valence, Concreteness, and Frequency of 100 Turkish and Macedonian Words

Year 2025, Volume: 45 Issue: 2, 147 - 175, 21.08.2025
https://doi.org/10.26650/SP2024-1545232

Abstract

The frequency values of words and their psychometric properties, such as concreteness, imageability, emotional valence, and arousal, can lead to confounding effects by influencing mental processes in various psychology studies, especially in experimental and cognitive research. Thus, it is crucial to identify and control these word properties in research. Although there have been studies on the frequency, concreteness, imageability, emotional valence, and arousal of Turkish words, similar research is lacking in the Macedonian literature. Consequently, no data set is available for comparative research between Turkish and Macedonian. To address this, the present study aimed to determine and compare the emotional valence, concreteness, and frequency of Turkish and Macedonian words. An initial list of commonly used and concrete Turkish words was created on the basis of Tekcan and Göz (2005). Subsequently, the frequency of Macedonian words was calculated, and a list of commonly used Macedonian equivalents was compiled from the Turkish list. This resulted in two lists, each containing 100 Turkish words and their Macedonian equivalents. The emotional valence of the Turkish words and the emotional valence and concreteness of the Macedonian words were measured using two different samples. Turkish words were evaluated by 70 native Turkish speakers (46 female, 24 male) with a mean age of 24.63, while Macedonian words were evaluated by 60 native Macedonian speakers (39 female, 21 male) with a mean age of 24.04. The findings were reported compara tively for both languages and discussed considering recent studies. This research is significant for filling a gap in psycholinguistics, offering a means to understand Macedonian word properties and conduct comparative analyses with Turkish words.

References

  • Aksan, Y., Aksan, M., Mersinli, Ü. ve Demirhan, U. U. (2016). A frequency dictionary of Turkish. Routledge. google scholar
  • Balota, D. A. ve Chumbley, J. I. (1984). Are lexical decisions a good measure of lexical access? The role of word frequency in the neglected decision stage. Journal of Experimental Psychology: Human Perception and Performance, 10(3), 340–357. https://doi.org/10.1037// 0096-1523.10.3.340 google scholar
  • Barton, J. J. S., Hanif, H. M., Eklinder Björnström, L. ve Hills, C. (2014). The word-length effect in reading: A review. Cognitive Neuropsy^ chology, 31(5–6), 378–412. https://doi.org/10.1080/02643294.2014.895314 google scholar
  • Bradley, M. M. ve Lang, P. J. (1999). Affective norms for English words (ANEW): Instruction manual and affective ratings. Technical Report C-1, Gainesville, FL: The Center for Research in Psychophysiology, University of Florida. google scholar
  • Brysbaert, M., Mandera, P. ve Keuleers, E. (2018). The word frequency effect in word processing: An updated review. Current Directions in Psychological Science, 27(1), 45-50. https://doi.org/10.1177/0963721417727521 google scholar
  • Cop, U., Keuleers, E., Drieghe, D. ve Duyck, W. (2015). Frequency effects in monolingual and bilingual natural reading. Psychonomic Bulletin & Review, 22(5), 1216–1234. https://doi.org/10.3758/s13423-015-0819-2 google scholar
  • Duyck, W., Vanderelst, D., Desmet, T. ve Hartsuiker, R. J. (2008). The frequency effect in second-language visual word recognition. Psychonomic Bulletin & Review, 15(4), 850–855. https://doi.org/10.3758/PBR.15.4.850 google scholar
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  • Erol, E. (2021). Duygusal değerliğin ve cinsiyetin bellek yanılgısı üzerindeki etkisi [Yayımlanmamış yüksek lisans tezi]. Uludag Üniversitesi. google scholar
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  • Fleurkens, P., Rinck, M. ve van Minnen, A. (2011). Specificity and generalization of attentional bias in sexual trauma victims suffering from posttraumatic stress disorder. Journal of Anxiety Disorders, 25(6), 783-787. https://doi.org/10.1016/j.janxdis.2011.03.014 google scholar
  • Foley, M. A., Wozniak, K. H. ve Gillum, A. (2006). Imagination and false memory inductions: Investigating the role of process, content and source of imaginations. Applied Cognitive Psychology: The Official Journal of the Society for Applied Research in Memory and Cognition, 20(9), 1119-1141. https://doi.org/10.1002/acp.1265 google scholar
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  • Gilet, A. L., Gruhn, D., Studer, J. ve Labouvie-Vief, G. (2012). Valence, arousal, and imagery ratings for 835 French attributes by young, middle-aged, and older adults: The French Emotional Evaluation List (FEEL). European Review of Applied Psychology^Revue Europeenne De Psychologie Appliquee, 62(3), 173-181. https://doi.org/10.1016/j.erap.2012.03.003 google scholar
  • Göz, İ. (2003). Yazılı Türkçenin kelime sıklığı sözlüğü. Türk Dil Kurumu. google scholar
  • Imbir, K. K. (2016). Affective Norms for 4900 Polish Words Reload (ANPW_R): Assessments for valence, arousal, dominance, origin, significance, concreteness, imageability and, age of acquisition. Frontiers in Psychology, 7, Article 1081. https://doi.org/10.3389/ fpsyg.2016.01081 google scholar
  • Inaba, M., Nomura, M. ve Ohira, H. (2005). Neural evidence of effects of emotional valence on word recognition. International Journal of Psychophysiology: Official Journal of the International Organization of Psychophysiology, 57(3), 165–173. https://doi.org/10.1016/j. ijpsycho.2005.01.002 google scholar
  • Jescheniak, J. D. ve Levelt, W. J. M. (1994). Word frequency effects in speech production: Retrieval of syntactic information and of phonological form. Journal of Experimental Psychology: Learning, Memory, and Cognition, 20(4), 824–843. https://doi.org/10.1037/ 0278-7393.20.4.824 google scholar
  • Jessen, F., Heun, R., Erb, M., Granath, D. O., Klose, U., Papassotiropoulos, A. ve Grodd, W. (2000). The concreteness effect: Evidence for dual coding and context availability. Brain and Language, 74(1), 103–112. https://doi.org/10.1006/brln.2000.2340 google scholar
  • Kanske, P., ve Kotz, S. A. (2011). Cross-modal validation of the Leipzig Affective Norms for German (LANG). Behavior Research Methods, 43(2), 409-413. https://doi.org/10.3758/s13428-010-0048-6 google scholar
  • Kapucu, A., Kılıç, A., Özkılıç, Y. ve Sarıbaz, B. (2021). Turkish emotional word norms for arousal, valence, and discrete emotion categories. Psychological Reports, 124(1), 188-209. https://doi.org/10.1177/0033294118814722 google scholar
  • Kensinger E. A. (2009). Remembering the details: Effects of emotion. Emotion Review: Journal of the International Society for Research on Emotion, 1(2), 99–113. https://doi.org/10.1177/1754073908100432 google scholar
  • Kensinger, E. A. ve Corkin, S. (2003). Memory enhancement for emotional words: are emotional words more vividly remembered than neutral words?. Memory & Cognition, 31(8), 1169–1180. https://doi.org/10.3758/bf03195800 google scholar
  • Kensinger, E. A ve Schacter, D. L. (2006). Processing emotional pictures and words: Effects of valence and arousal. Cognitive, Affective & Behavioral Neuroscience, 6(2), 110–126. https://doi.org/10.3758/CABN.6.2.110 google scholar
  • Kuperman, V., Estes, Z., Brysbaert, M. ve Warriner, A. B. (2014). Emotion and language: Valence and arousal affect word recognition. Journal of Experimental Psychology: General, 143(3), 1065–1081. https://doi.org/10.1037/a0035669 google scholar
  • Lang, P. J., Bradley, M. M. ve Cuthbert, B. N. (1993). The International Affective Picture System (IAPS): Instruction manual and affective ratings. University of Florida. google scholar
  • Maidenberg, E., Chen, E., Craske, M., Bohn, P. ve Bystritsky, A. (1996). Specificity of attentional bias in panic disorder and social phobia. Journal of Anxiety Disorders, 10(6), 529–541. https://doi.org/10.1016/S0887-6185(96)00028-X google scholar
  • McGaugh, J. L. (2004). The amygdala modulates the consolidation of memories of emotionally arousing experiences. Annual Review of Neuroscience, 27, 1-28. https://doi.org/10.1146/annurev.neuro.27.070203.144157 google scholar
  • Monsell, S., Doyle, M. C. ve Haggard, P. N. (1989). Effects of frequency on visual word recognition tasks: Where are they? Journal of Experimental Psychology: General, 118(1), 43–71. https://doi.org/10.1037/0096-3445.118.1.43 google scholar
  • Montefinese, M., Ambrosini, E., Fairfield, B. ve Mammarella, N. (2014). The adaptation of the Affective Norms for English Words (ANEW) for Italian. Behavior Research Methods, 46(3), 887–903. https://doi.org/10.3758/s13428-013-0405-3 google scholar
  • Moors, A., De Houwer, J., Hermans, D., Wanmaker, S., van Schie, K., Van Harmelen, A. L., De Schryver, M. De Winne, J. ve Brysbaert, M. (2013). Norms of valence, arousal, dominance, and age of acquisition for 4,300 Dutch words. Behavior Research Methods, 45(1), 169-177. https://doi.org/10.3758/s13428-012-0243-8 google scholar
  • Moseley, R. L. ve Pulvermüller, F. (2014). Nouns, verbs, objects, actions, and abstractions: Local fMRI activity indexes semantics, not lexical categories. Brain and Language, 132, 28-42. https://doi.org/10.1016/j.bandl.2014.03.001 google scholar
  • Mueller, S. T., Seymour, T. L., Kieras, D. E. ve Meyer, D. E. (2003). Theoretical implications of articulatory duration, phonological similarity, and phonological complexity in verbal working memory. Journal of Experimental Psychology: Learning, Memory, and Cognition, 29(6), 1353–1380. https://doi.org/10.1037/0278-7393.29.6.1353 google scholar
  • Paivio, A. ve Yuille, J. C. (1967). Mediation instructions and word attributes in paired-associate learning. Psychonomic Science, 8(2), 65– 66. https://doi.org/10.3758/BF03330669 google scholar
  • Paivio, A., Walsh, M. ve Bons, T. (1994). Concreteness effects on memory: When and why?. Journal of Experimental Psychology: Learning, Memory, and Cognition, 20(5), 1196–1204. https://doi.org/10.1037/0278-7393.20.5.1196 google scholar
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There are 46 citations in total.

Details

Primary Language Turkish
Subjects Cognitive and Computational Psychology (Other)
Journal Section Research Article
Authors

Mevla Yahya 0000-0001-5050-6665

Simge Şişman Bal 0000-0001-5551-2220

Publication Date August 21, 2025
Submission Date September 7, 2024
Acceptance Date May 26, 2025
Published in Issue Year 2025 Volume: 45 Issue: 2

Cite

APA Yahya, M., & Şişman Bal, S. (2025). 100 Türkçe ve Makedonca Sözcüğün Duygusal Değerlik, Somutluk ve Kullanım Sıklığı Düzeyinin Karşılaştırmalı İncelenmesi. Studies in Psychology, 45(2), 147-175. https://doi.org/10.26650/SP2024-1545232
AMA Yahya M, Şişman Bal S. 100 Türkçe ve Makedonca Sözcüğün Duygusal Değerlik, Somutluk ve Kullanım Sıklığı Düzeyinin Karşılaştırmalı İncelenmesi. Studies in Psychology. August 2025;45(2):147-175. doi:10.26650/SP2024-1545232
Chicago Yahya, Mevla, and Simge Şişman Bal. “100 Türkçe Ve Makedonca Sözcüğün Duygusal Değerlik, Somutluk Ve Kullanım Sıklığı Düzeyinin Karşılaştırmalı İncelenmesi”. Studies in Psychology 45, no. 2 (August 2025): 147-75. https://doi.org/10.26650/SP2024-1545232.
EndNote Yahya M, Şişman Bal S (August 1, 2025) 100 Türkçe ve Makedonca Sözcüğün Duygusal Değerlik, Somutluk ve Kullanım Sıklığı Düzeyinin Karşılaştırmalı İncelenmesi. Studies in Psychology 45 2 147–175.
IEEE M. Yahya and S. Şişman Bal, “100 Türkçe ve Makedonca Sözcüğün Duygusal Değerlik, Somutluk ve Kullanım Sıklığı Düzeyinin Karşılaştırmalı İncelenmesi”, Studies in Psychology, vol. 45, no. 2, pp. 147–175, 2025, doi: 10.26650/SP2024-1545232.
ISNAD Yahya, Mevla - Şişman Bal, Simge. “100 Türkçe Ve Makedonca Sözcüğün Duygusal Değerlik, Somutluk Ve Kullanım Sıklığı Düzeyinin Karşılaştırmalı İncelenmesi”. Studies in Psychology 45/2 (August2025), 147-175. https://doi.org/10.26650/SP2024-1545232.
JAMA Yahya M, Şişman Bal S. 100 Türkçe ve Makedonca Sözcüğün Duygusal Değerlik, Somutluk ve Kullanım Sıklığı Düzeyinin Karşılaştırmalı İncelenmesi. Studies in Psychology. 2025;45:147–175.
MLA Yahya, Mevla and Simge Şişman Bal. “100 Türkçe Ve Makedonca Sözcüğün Duygusal Değerlik, Somutluk Ve Kullanım Sıklığı Düzeyinin Karşılaştırmalı İncelenmesi”. Studies in Psychology, vol. 45, no. 2, 2025, pp. 147-75, doi:10.26650/SP2024-1545232.
Vancouver Yahya M, Şişman Bal S. 100 Türkçe ve Makedonca Sözcüğün Duygusal Değerlik, Somutluk ve Kullanım Sıklığı Düzeyinin Karşılaştırmalı İncelenmesi. Studies in Psychology. 2025;45(2):147-75.