The Problem of Sample Representativeness for Conducting Experimental and Broad Psychological Research
The article is devoted to the problem of creating a representative sample of respondents in the course of experimental and broad psycholinguistic research, first of all, its quantitative composition and structure. The primary method of research was the psycholinguistic experiment, the main stage of which is a free association experiment with "playfulness" as a stimulus word. The use of mathematical and statistical procedures confirmed the hypothesis and helped to achieve the goal. The hypothesis of the experimental psycholinguistic research into "playfulness" stimulus as a stable personality trait was to prove the effectiveness of applying specific strategies to determine the representative quantitative composition of samples by means of comparing the frequency of the studied characteristics. In terms of theoretical substantiation, the approaches to the determination of the quantitative composition of the experimental sample and the statistical calculations based on the results of the practical research into associative reactions to the stimulus "playfulness", it is proved that as the size of the sample decreases, the distinction grows, meaning that groups with fewer respondents do not reflect all the characteristics of the general population. The assumption was proved that the number of 100 people or close to that could not meet this requirement in the case of extensive research, the minimum size of the sample should be about 400-500 people, though this number is not always sufficient either. The sufficient quantitative composition of the experimental sample, in large general populations, varies from 400 to 1500 persons and depends on the quantitative and qualitative structure of the general population and the organizational peculiarities of the research. So, the sample should be enough to meet the requirement, which is to reflect the main tendencies and characteristics of both the general population and the purpose of the study.
Ananiev, B.G. (2001). O problemakh sovremennogo chelovekoznaniia [On the problems of modern human knowledge]. St. Petersburg : Peter [in Russian].
Atramentova, L.O., & Utevska, O.M. (2007). Biometry. Part I. Kharakterystyka rozpodiliv [Characteristics of dispersions]. Kharkiv : Ranok [in Ukrainian].
Bar-Haim Erez, A., Katz, N., & Waldman-Levi, A. (2016). Protective personality variables and their effect on well-being and participation in the elderly: a pilot study. Healthy Aging Research, 5(12), 1–9. doi: 10.1097/01.HXR.0000511876.87334.cb
Berezin, I.S. (2012). Marketingovyie issledovaniia. Instruktsiia po primeneniiu [Marketing research. Instructions for use]. Moscow : Yurait-Izdat [in Russian].
Bland, M. (2000). An Introduction to Medical Statistics (3rd. ed.). Oxford University Press.
Bochelyuk, V.Y., & Bochelyuk, V.V. (2008). Metodyka ta orhanizatsiia naukovykh doslidzhen z psykholohii [Methodology and organization of scientific research in psychology]. Kyiv : Tsentr uchbovoi literatury [in Ukrainian].
Campbell, D.T., & Stanley, J.C. (1963). Experimental and quasi-experimental designs for research. Boston : Houghton Mifflin Company.
Cherkasova, G.A. (2005). Kvantitativnyie issledovaniia assotsiativnykh slovarei [Quantitative studies of associative dictionaries], Obshcheniie. Yazykovoie soznaniie. Mezhkulturnaia kommunikatsiia – Communication. Language consciousness. Intercultural communication (pp. 227–244). RAS. Institute of Linguistics. Retrieved from http://it-claim.ru/Library/Articles/publications_Cherkasova_Galina/Cherkasova40/Cherkasova40.html [in Russian].
Cochran, W.G. (1976). Metody vyborochnogo issledovaniia [Sampling Techniques]. Moscow : Statistics [in Russian].
Druzhinin, V.N. (2004). Eksperimentalnaia psikhologiya [Experimental psychology]. St. Petersburg : Piter [in Russian].
Gordienko-Mytrofanova, I.V., & Sauta, S.L. (2016). Playfulness as a peculiar expression of sexual relationships (semantic interpretation of the results of the psycholinguistic experiment). European Humanities Studies: State and Society, 1, 46–62.
Goroshko, Ye.I. (1997). Osobennosti muzhskoi i zhenskoi assotsiativnoi kartiny mira v russkom yazyke [Features of the male and female associative picture of the world in Russian]. Wiener Slawistischer Almanach, 40, 203–246 [in Russian].
Goroshko, Ye.I. (1998). Spetsifika assotsiativnogo soznaniia nekotorykh grupp russkoyazychnogo naseleniia Ukrainy [Peculiarity of the associative consciousness of some groups of the Russian-speaking population of Ukraine], Yazykovoie soznaniie: formirovaniie i funktsionirovaniie – Language consciousness: formation and functioning (pp. 186–200). Moscow : Russian Academy of Sciences [in Russian].
Goroshko, Ye.I. (2000). Izucheniie verbalnykh assotsiatsyi na tsveta [The study of verbal associations on colors]. Yazykovoie soznaniie i obraz mira – Language consciousness and the image of the world (pp. 291–313). Moscow : Russian Academy of Sciences [in Russian].
Goroshko, Ye.I. (2001). Integrativnaia model svobodnogo assotsiativnogo eksperimenta [Integrative model of the free associative experiment]. Russian Academy of Sciences. Institute of Linguistics. Retrieved from http://www.textology.ru/article.aspx?aId=95 [in Russian].
Guitard, P., Ferland, F., & Dutil, É. (2005). Toward a better understanding of playfulness in adults. OTJR: Occupation, Participation and Health, 25, 9–22. doi: 10.1177/153944920502500103
Karaulov, Yu.N. (2000). Semanticheskii geshtalt assotsiativnogo polia i obrazy soznaniia [The semantic Gestalt of the associative field and the images of consciousness]. Proceedings from XIII Mezhdunarodnyi simpozium po psikholingvistike i teorii kommunikatsii – The 13th International Symposium on Psycholinguistics and Communication Theory, (pp. 107–108). Moscow: Editor Tarasov, Ye.F. [in Russian].
Koichubekov, B.K., Sorokina, M.A., & Mkhitaryan, K.E. (2014). Opredeleniye razmera vyborki pri planirovanii nauchnogo issledovaniia [Determination of the sample size in the planning of scientific research]. Mezhdunarodnyi zhurnal prikladnykh i fundamentalnykh issledovanii. Meditsinskiie nauki – International Journal of Applied and Fundamental Research. Medical sciences, 4, 71–74 [in Russian].
Maksimenko, S.D., & Nosenko, E.L. (2008). Eksperimentalnaia psikhologiya [Experimental psychology]. Kyiv: Tsentr uchbovoi literatury [in Ukrainian].
Martin, D.W. (2004). Psikhologicheskiie eksperimenty. Sekrety mekhanizmov psikhiki [Psychological experiments. Secrets of the mechanisms of the psyche]. St. Petersburg: Prime-Evroznak [in Russian].
Osipov, G.V. (2009). Rabochaia kniga sotsiologa [Handbook of the sociologist]. Moscow: Librocom [in Russian].
Palkin, A.D. (2008). Assotsiativnyi eksperiment kak sposob krosskulturnogo issledovaniia obrazov soznaniia [Associative experiment as a way of cross-cultural study of images of consciousness]. Voprosy psikhologii – Questions of psychology, 4, 81–89 [in Russian].
Paniotto, V.I. (1984). Programmnoie obespecheniie prikladnykh sotsiologicheskikh i sotsialno-psikhologicheskikh issledovanii [Software of applied sociological and socio-psychological research]. Kyiv: Znaniye [in Russian].
Proyer, R.T. (2014a). Perceived functions of playfulness in adults: Does it mobilize you at work, rest, and when being with others? Revue Européenne de Psychologie Appliquée – European Review of Applied Psychology, 64(5), 241–250.
Proyer, R.T. (2012). Examining playfulness in adults: Testing its correlates with personality, positive psychological functioning, goal aspirations, and multimethodically assessed ingenuity. Psychological Test and Assessment Modeling, 54(2), 103–127.
Proyer, R.T. (2013). The well-being of playful adults: Adult playfulness, subjective well-being, physical well-being, and the pursuit of enjoyable activities. European Journal of Humour Research, 1(1) 84–98.
Proyer, R.T. (2014). Playfulness over the life-course and its relation to happiness: Results from an online survey. Zeitschrift für Gerontologie und Geriatrie, 6, 508–512.
Shen, X., Chick, G., & Zinn, H. (2014). Playfulness in Adulthood as a Personality Trait. A Reconceptualization and a New Measurement. Journal of Leisure Research, 46(1), 58–83.
Shmeliov, A.G. (2016). Optimalnaia chislennost vyborki i psikhofiziologicheskiie metodiki [Optimal sample size and psychophysiological methods]. Retrieved from http://forum.ht-line.ru/threads/optimalnaja-chislennost-vyborki-i-psixofiziologicheskie-metodiki.1568 [in Russian].
Sternin, I.A., & Rudakova, A.V. (2011). Psikholingvisticheskoie znacheniie slova i yego opisaniie [Psycholinguistic meaning of the word and its description]. Voronezh: Lambert [in Russian].
Titova, A.I. (1975). Ustoichivyie assotsiatsii leksem v nekotorykh slavianskikh yazykakh [Stable associations of lexemes in some Slavic languages]. Candidate’s thesis. Minsk: BSU [in Russian].
Waldman-Levi, A., Bar-Haim Erez, A., & Katz, N. (2015). Healthy aging is reflected in well-being, participation, playfulness, and cognitive-emotional functioning. Healthy Aging Research, 4(8), 1–7.
Website “Calculator”. Retrieved from http://allcalc.ru/node/100
Website “Medical statistics”. Retrieved from http://medstatistic.ru/calculators/calcsize.html
Website “Sotsiopolis”. Retrieved from http://sociopolis.ua/ru/servisy/kalkulator-vybirky
Website of State Statistics Service of Ukraine. Retrieved from http://www.ukrstat.gov.ua/
Yadov, V.A., & Semenova, V.V. (1998). Strategiia sotsiologicheskogo issledovaniia. Opisaniie, obiasneniie, ponimaniie sotsialnoi realnosti [Strategy of sociological research. Description, explanation, understanding of social reality]. Moscow: Dobrosvet: Knizhnyi dom “Universitet” [in Russian].
Yarnal, C., & Qian, X. (2011). Older-adult playfulness: An innovative construct and measurement for healthy aging research. American Journal of Play, 4(1), 52–79.
Yue, X.D., Leung, C.L., & Hiranandani, N.A. (2016). Adult Playfulness, Humor Styles, and Subjective Happiness. Sage Journals: Psychological Reports, 119(3), 630–640.
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