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Q or R Factor Analysis for Subjectiveness Measurement in Consumer Behavior? A Study Case on Durable Goods Buying Behavior in Romania

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  • Manuela Rozalia Gabor

    (Economic Sciences Department, Faculty of Economics and Law, “George Emil Palade” University of Medicine, Pharmacy, Sciences and Technology of Târgu Mures, 540142 Târgu Mureș, Romania)

  • Nicoleta Cristache

    (Faculty of Economics and Business Administration, “Dunărea de Jos” University of Galati, 800008 Galati, Romania)

Abstract

The complexity of consumer behavior requires new research methods to overcome the limitations of conventional evident-based research. The aim of this paper is the comparison between two types of factor analyses, Q and R (PCA and cluster analysis) for subjectiveness measurement in the case of durable goods buying behavior in Romanian households with different levels of education and occupancy. Our study explores different subjective patterns of stimulus of 30 statements (Q-sample) by 30 Romanian households (P-sample) using the Q-sort method for collecting data. For the Q-sample inputs, results from the literature were used. Based on the 30 Q-sorts, we discovered four factors for both Q and R factor analysis, mostly different according to specific results from different methods. For the Q method, we used the labels “pragmatic”, “modern”, “traditionalist”, and “innovator. For R factor analysis and cluster, we used “traditional Romanian brands”, “real needs and power purchasing”, “sceptic versus optimistic subjectiveness”, and “negative subjectiveness”. This paper suggests the Q methodology as a structured and transparent approach to consumer behavior research by combining the in-depth subjectivity of qualitative methods and statistical rigor of factor analysis to identify groups in consumers. The research provides useful suggestions for selecting and approaching target consumer segments in the Romanian durable goods industry.

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  • Manuela Rozalia Gabor & Nicoleta Cristache, 2021. "Q or R Factor Analysis for Subjectiveness Measurement in Consumer Behavior? A Study Case on Durable Goods Buying Behavior in Romania," Mathematics, MDPI, vol. 9(10), pages 1-24, May.
    • Handle: RePEc:gam:jmathe:v:9:y:2021:i:10:p:1136-:d:556282
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    1. Winkler, Klara J. & Nicholas, Kimberly A., 2016. "More than wine: Cultural ecosystem services in vineyard landscapes in England and California," Ecological Economics, Elsevier, vol. 124(C), pages 86-98.
    2. Manuela Rozalia GABOR & Flavia Dana OLTEAN, 2018. "Is the old communist brand preferred by the young consumers? A country of origin study case with multimethod analysis," Risk in Contemporary Economy, "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration, pages 355-366.
    3. Armatas, Christopher A. & Venn, Tyron J. & Watson, Alan E., 2014. "Applying Q-methodology to select and define attributes for non-market valuation: A case study from Northwest Wyoming, United States," Ecological Economics, Elsevier, vol. 107(C), pages 447-456.
    4. Chung-Chu Liu & Jason C. H. Chen & Che-Cheong Poon, 2019. "Perception Types Of Home Buyers By Q Methodology: A Comparative Study Of Hong Kong, Taiwan, And The Usa," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 64(01), pages 235-257, March.
    5. Krabbenborg, Lizet & Molin, Eric & Annema, Jan Anne & van Wee, Bert, 2020. "Public frames in the road pricing debate: A Q-methodology study," Transport Policy, Elsevier, vol. 93(C), pages 46-53.
    6. Sy, Mariam Maki & Rey-Valette, Hélène & Simier, Monique & Pasqualini, Vanina & Figuières, Charles & De Wit, Rutger, 2018. "Identifying Consensus on Coastal Lagoons Ecosystem Services and Conservation Priorities for an Effective Decision Making: A Q Approach," Ecological Economics, Elsevier, vol. 154(C), pages 1-13.
    7. repec:but:manage:v:4:y:2014:i:1:p:67-82 is not listed on IDEAS
    8. Manuela Rozalia Gabor, 2014. "Retailer – Consumer Relationships for Durable Goods Market in Romania. A Multimethod Analysis," The International Journal of Economic Behavior - IJEB, Faculty of Business and Administration, University of Bucharest, vol. 4(1), pages 67-82.
    9. Carr, Liam, 2016. "Stakeholder Perspectives on a Tourism - Dependent Economy," Working Papers 262594, National University of Ireland, Galway, Socio-Economic Marine Research Unit.
    10. Angie Chung & Dennis F. Kinsey, 2019. "An Examination of Consumers’ Subjective Views that Affect the Favorability of Organizational Logos: An Exploratory Study Using Q Methodology," Corporate Reputation Review, Palgrave Macmillan, vol. 22(3), pages 89-100, August.
    11. Manuela Rozalia Gabor, 2012. "Are There Differences Reffering To The Living Standard In Romania According To The Occupational Status? Empiric Research Reffering To The Endowment With Durable Goods In Romanian Households," Annals - Economy Series, Constantin Brancusi University, Faculty of Economics, vol. 3, pages 117-124, September.
    12. Bredin, Yennie K. & Lindhjem, Henrik & van Dijk, Jiska & Linnell, John D.C., 2015. "Mapping value plurality towards ecosystem services in the case of Norwegian wildlife management: A Q analysis," Ecological Economics, Elsevier, vol. 118(C), pages 198-206.
    13. Hermelingmeier, Verena & Nicholas, Kimberly A., 2017. "Identifying Five Different Perspectives on the Ecosystem Services Concept Using Q Methodology," Ecological Economics, Elsevier, vol. 136(C), pages 255-265.
    14. Maksims Kornevs & Jannicke Baalsrud Hauge & Sebastiaan Meijer, 2018. "Perceptions of stakeholders in project procurement for road construction," Cogent Business & Management, Taylor & Francis Journals, vol. 5(1), pages 1520447-152, January.
    15. Sneegas, Gretchen & Beckner, Sydney & Brannstrom, Christian & Jepson, Wendy & Lee, Kyungsun & Seghezzo, Lucas, 2021. "Using Q-methodology in environmental sustainability research: A bibliometric analysis and systematic review," Ecological Economics, Elsevier, vol. 180(C).
    16. Kim, Ki Youn & Lee, Bong Gyou, 2015. "Marketing insights for mobile advertising and consumer segmentation in the cloud era: A Q–R hybrid methodology and practices," Technological Forecasting and Social Change, Elsevier, vol. 91(C), pages 78-92.
    17. Phi, Giang & Dredge, Dianne & Whitford, Michelle, 2014. "Understanding conflicting perspectives in event planning and management using Q method," Tourism Management, Elsevier, vol. 40(C), pages 406-415.
    18. Jensen, Anne Kejser, 2019. "A Structured Approach to Attribute Selection in Economic Valuation Studies: Using Q-methodology," Ecological Economics, Elsevier, vol. 166(C), pages 1-1.
    19. Carola van Eijk & Trui Steen & Bram Verschuere, 2017. "Co-producing safety in the local community: A Q-methodology study on the incentives of Belgian and Dutch members of neighbourhood watch schemes," Local Government Studies, Taylor & Francis Journals, vol. 43(3), pages 323-343, May.
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    1. Aura COLAN & Irina SUSANU, 2021. "Improving The Quality And Efficiency Of Educational Systems €“ A Condition For The Development Of Society," Proceedings of the INTERNATIONAL MANAGEMENT CONFERENCE, Faculty of Management, Academy of Economic Studies, Bucharest, Romania, vol. 15(1), pages 378-389, November.

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