Descifrando las dinámicas culturales de América del Sur: análisis de la escala de valores culturales

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DOI:

https://doi.org/10.5585/2025.25672

Palavras-chave:

estudos transculturais, valores culturais, comportamento do consumidor, estudos Latino-Americanos

Resumo

Objetivo: Este estudio busca analizar las diferencias culturales entre Brasil, Colombia y Ecuador mediante a partir de la validación de la Escala de Valores Culturales (CVSCALE) en Sudamérica por medio del análisis jerárquico de clústeres (HCPC).

Enfoque teórico/Método: Se empleó una metodología multietapa que combina revisión de literatura, adaptación de escala y procesos de validación, asegurando equivalencia lingüística y social. Se realizaron análisis factoriales exploratorios y confirmatorios en muestras de los tres países. Además, se aplicó HCPC para identificar perfiles culturales entre regiones, utilizando el criterio de Ward y algoritmos K-means.

Resultados: El análisis HCPC reveló tres clústeres culturales: Brasil mostró alta evitación de la incertidumbre y distancia al poder; Colombia reveló orientación a largo plazo y distancia al poder con valores femeninos y; Ecuador expuso altas puntuaciones en masculinidad y orientación a largo plazo. Estos hallazgos, confirman la adecuación de CVSCALE para estudios interculturales en Sudamérica.

Contribuciones teóricas: Este estudio amplía la comprensión de las dimensiones culturales en Sudamérica al validar la aplicabilidad de CVSCALE y corrobora el uso de las técnicas HCPC en los procesos de agrupación de observaciones, al identificar perfiles culturales (segmentos) específicos. Se establece evidencia empírica de características culturales regionales, a la vez que se comprueba la invarianza de la escala de medición entre países.

Relevancia/Originalidad: Este trabajo presenta la primera herramienta de medición cultural validada específicamente adaptada para contextos sudamericanos, ofreciendo un instrumento confiable para la investigación intercultural en la región. La integración del análisis HCPC proporciona un enfoque metodológico novedoso para identificar y comparar patrones culturales entre países.

Implicaciones gerenciales: La escala validada y los perfiles culturales identificados proporcionan a los profesionales una herramienta confiable para desarrollar estrategias e intervenciones culturalmente adaptadas en los mercados sudamericanos, la cual permite aplicaciones en diversos ámbitos, tanto sociales como comerciales, al identificar segmentos psicográficos que pueden ser relacionados con el comportamiento en cada país.

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Biografia do Autor

Camilo Rojas-Contreras, School of Management, University of the Andes, Colombia

PhD em Ciências Gerenciais, MsC, BA

Edison Jair Duque-Oliva, Business and Accounting School, Universidad Nacional de Colombia; ESAI Business School, Universidad Espíritu Santo, Samborondón, Ecuador

BA MBA MSc DEA PhD PosDoc, Professor Titular

Christiano França da Cunha, Universidade Estadual de Campinas (UNICAMP)

Doutor em Administração, Faculdade de Ciências Aplicadas – FCA

Maria de Lourdes Borges, Universidade La Salle

Doutora em Administração, Professora e Pesquisadora do Mestrado e Doutorado da Universidade la Salle (UNILASALLE)

Referências

Aguinis, Herman, Villamor, Isabel, Lazzarini, Sergio G, Vassolo, Roberto S, Amorós, José Ernesto, & Allen, David G. (2020). Conducting management research in Latin America: why and what’s in it for you? In: SAGE Publications Sage CA: Los Angeles, CA.

Anderson, James C, & Gerbing, David W. (1988). "Structural equation modeling in practice: A review and recommended two-step approach". Psychological bulletin, 103(3), 411.

Baldwin, John R, Faulkner, Sandra L, Hecht, Michael L, & Lindsley, Sheryl L. (2006). Redefining culture: Perspectives across the disciplines. Routledge.

Barmeyer, Christoph, Bausch, Madeleine, & Moncayo, Daniel. (2019). "Cross-cultural management research: Topics, paradigms, and methods—A journal-based longitudinal analysis between 2001 and 2018". International Journal of Cross-Cultural Management, 19(2), 218-244. https://doi.org/10.1177/1470595819859603

Beugelsdijk, Sjoerd, & Welzel, Chris. (2018). "Dimensions and Dynamics of National Culture: Synthesizing Hofstede With Inglehart". Journal of Cross-Cultural Psychology, 49(10), 1469-1505. https://doi.org/10.1177/0022022118798505

Bochner, Stephen, & Hesketh, Beryl. (1994). "Power distance, individualism/collectivism, and job-related attitudes in a culturally diverse work group". Journal of Cross-Cultural Psychology, 25(2), 233-257.

Borrero, Silvio, Acosta, Alejandro, & Medina, Aida F. (2020). "Culture, strategy formulation, and firm performance: a meta-analysis". Academia Revista Latinoamericana de Administración, 33(1), 147-176. https://doi.org/10.1108/ARLA-01-2018-0013

Cattell, Raymond B. (1966). "The Scree Test For The Number Of Factors". Multivariate Behavioral Research, 1(2), 245-276. https://doi.org/10.1207/s15327906mbr0102_10

Cendales, Boris E., & Gómez Ortiz, Viviola. (2019). "Cultural values and the job demands–control model of stress: A moderation analysis". International Journal of Stress Management, 26(3), 223-237. https://doi.org/10.1037/str0000105

CEPAL, Economic Commission for Latin America and the Caribbean (2023). Foreign Direct Investment in Latin America and the Caribbean Rose by 55.2% in 2022, Reaching a Historic High https://www.cepal.org/en/pressreleases/foreign-direct-investment-latin-america-and-caribbean-rose-552-2022-reaching-historic

Churchill Jr, Gilbert A. (1979). "A paradigm for developing better measures of marketing constructs". Journal of marketing research, 64-73.

Cleveland, Mark, Rojas-Méndez, José I., Laroche, Michel, & Papadopoulos, Nicolas. (2016). "Identity, culture, dispositions, and behavior: A cross-national examination of globalization and culture change". Journal of Business Research, 69(3), 1090-1102. https://doi.org/https://doi.org/10.1016/j.jbusres.2015.08.025

da Motta, Leonardo Antonio Siervo, & Gomes, Josir Simeone. (2022). "The Characteristics from the National Culture and its Influence at the Organizational Subcultures: An Analysis from Brazilian Public Management". Public Organization Review, 22(1), 79-97. https://doi.org/10.1007/s11115-021-00516-6

De Mooij, Marieke. (2013). Global marketing and advertising: Understanding cultural paradoxes. In: Sage Publications.

De Mooij, Marieke. (2015). "Cross-cultural research in international marketing: clearing up some of the confusion". International Marketing Review, 32(6), 646-662. https://doi.org/10.1108/IMR-12-2014-0376

De Mooij, Marieke, & Hofstede, Geert. (2011). "Cross-cultural consumer behavior: A review of research findings". Journal of International Consumer Marketing, 23(3-4), 181-192.

DeVellis, Robert F. (2016). Scale development: Theory and applications (Vol. 26). Sage publications.

Diaz Tautiva, Julian Andrés, Rifo Rivera, Felipe Ignacio, Barros Celume, Sebastian Andrés, & Rifo Rivera, Sergio Andrés. (2024). "Mapping the research about organizations in the Latin American context: a bibliometric analysis". Management Review Quarterly, 74(1), 121-169. https://doi.org/10.1007/s11301-022-00296-3

Donthu, Naveen, & Yoo, Boonghee. (1998). "Cultural influences on service quality expectations". Journal of Service Research, 1(2), 178-186.

Engelen, Andreas, & Brettel, Malte. (2011). "Assessing cross-cultural marketing theory and research". Journal of Business Research, 64(5), 516-523. https://doi.org/https://doi.org/10.1016/j.jbusres.2010.04.008

Euromonitor. (2023). Colombia Consumer Profile. E. International. https://www.euromonitor.com/colombia-consumer-profile/report

Flanagan, Scott C., & Lee, Aie-Rie. (2003). "The New Politics, Culture Wars, and The Authoritarian-Libertarian Value Change in Advanced Industrial Democracies". Comparative Political Studies, 36(3), 235-270. https://doi.org/10.1177/0010414002250664

Flere, Sergej, & Lavrič, Miran. (2008). "On the Validity of Cross-Cultural Social Studies Using Student Samples". 20(4), 399-412. https://doi.org/10.1177/1525822x08322703

Fog, Agner. (2021). "A Test of the Reproducibility of the Clustering of Cultural Variables". 55(1), 29-57. https://doi.org/10.1177/1069397120956948

Fornell, Claes, & Larcker, David F. (1981). "Evaluating structural equation models with unobservable variables and measurement error". Journal of marketing research, 18(1), 39-50.

Gregory, Gary D., Munch, James M., & Peterson, Mark. (2002). "Attitude functions in consumer research: comparing value–attitude relations in individualist and collectivist cultures". Journal of Business Research, 55(11), 933-942. https://doi.org/https://doi.org/10.1016/S0148-2963(01)00213-2

Guttman, Louis. (1945). "A basis for analyzing test-retest reliability". Psychometrika, 10(4), 255-282. https://doi.org/10.1007/BF02288892

Hair, Joseph F, Babin, Barry J, Black, W, Anderson, R., & Tatham, L. (2019). Multivariate Data Analysis (8th ed.). Cengage Learning EMEA.

Hair, Joseph F., Hult, G. Tomas M., Ringle, Christian M., & Sarstedt, Marko. (2021). A primer on partial least squares structural equation modeling (PLS-SEM). Sage publications.

Halder, Pradipta, Hansen, Eric N., Kangas, Jyrki, & Laukkanen, Tommi. (2020). "How national culture and ethics matter in consumers’ green consumption values". Journal of Cleaner Production, 265, 121754. https://doi.org/https://doi.org/10.1016/j.jclepro.2020.121754

Harkness, Janet A., Villar, Ana, & Edwards, Brad. (2010). Translation, Adaptation, and Design. In Survey Methods in Multinational, Multiregional, and Multicultural Contexts (pp. 115-140). John Wiley & Sons, Inc. https://doi.org/10.1002/9780470609927.ch7

Henseler, Jörg, Ringle, Christian M., & Sarstedt, Marko %J Journal of the Academy of Marketing Science. (2015). "A new criterion for assessing discriminant validity in variance-based structural equation modeling" [journal article]. 43(1), 115-135. https://doi.org/10.1007/s11747-014-0403-8

Hofstede, G. (2001). Culture’s Consequences: Comparing Values, Behaviors, Institutions, and Organizations Across Nations. 2nd edition. In: Sage Publications: Thousand Oaks, CA.

Hofstede, Geert. (2011). "Dimensionalizing cultures: The Hofstede model in context". Online readings in psychology and culture, 2(1), 8.

Hofstede, Geert, & Minkov, Michael. (2013). "VSM 2013". Values survey module.

Hofstede, Gert. (1997). "Culture and Organizations: Software of the mind". International Cooperation and its Importance for Survival (McGraw-Hill, New York.

Horn, John L. (1965). "A rationale and test for the number of factors in factor analysis". Psychometrika, 30(2), 179-185. https://doi.org/10.1007/BF02289447

House, Robert, Javidan, Mansour, & Dorfman, Peter. (2001). "Project GLOBE: an introduction". Applied Psychology, 50(4), 489-505.

Hudson, Chris, Silva, Maria-Isabel, & McEwan, Colin. (2016). "Tourism and Community: An Ecuadorian Village Builds on its Past". Public Archaeology, 15(2-3), 65-86. https://doi.org/10.1080/14655187.2017.1384982

Hung, Chia-Liang. (2024). Cultural Dimensions and Consumption Values of Cross-Border Electronic Commerce: A Canonical Analysis. Businesses, 4(4), 823-842.

Husson, François, Josse, Julie, & Pages, Jerome. (2010). "Principal component methods-hierarchical clustering-partitional clustering: why would we need to choose for visualizing data". Applied Mathematics Department, 17.

Inglehart, Ronald, & Baker, Wayne E. (2000). "Modernization, Cultural Change, and the Persistence of Traditional Values". American Sociological Review, 65(1), 19-51. https://doi.org/10.2307/2657288

Jorgensen, Terrence D. (2017). "Applying Permutation Tests and Multivariate Modification Indices to Configurally Invariant Models That Need Respecification" [Methods]. 8. https://doi.org/10.3389/fpsyg.2017.01455

Kaasa, Anneli. (2021). "Merging Hofstede, Schwartz, and Inglehart into a Single System". 52(4), 339-353. https://doi.org/10.1177/00220221211011244

Kaiser, Henry. (1974). "An index of factorial simplicity" [journal article]. Psychometrika, 39(1), 31-36. https://doi.org/10.1007/bf02291575

Kassambara, Alboukadel. (2017). Practical guide to principal component methods in R: PCA, M (CA), FAMD, MFA, HCPC, factoextra (Vol. 2). Sthda.

Kessous, Aurélie, & Valette-Florence, Pierre. (2019). "From Prada to Nada": Consumers and their luxury products: A contrast between second-hand and first-hand luxury products". Journal of Business Research, 102, 313-327. https://doi.org/https://doi.org/10.1016/j.jbusres.2019.02.033

Kim, Jong-Hyeong, & Ritchie, J. R. Brent. (2014). "Cross-Cultural Validation of a Memorable Tourism Experience Scale (MTES)" [Article]. Journal of Travel Research, 53(3), 323-335. https://doi.org/10.1177/0047287513496468

Kumar, Satish, Pandey, Nitesh, & Mukherjee, Debmalya. (2022). "Cross-Cultural and Strategic Management: A Retrospective Overview Using Bibliometric Analysis". Cross Cultural & Strategic Management, 29(1), 171-194. https://doi.org/10.1108/CCSM-08-2021-0147

Lenartowicz, Tomasz, & Roth, Kendall. (1999). "A framework for culture assessment". Journal of International Business Studies, 30(4), 781-798.

Malhotra, Naresh K, Agarwal, James, & Peterson, Mark %J International marketing review. (1996). "Methodological issues in cross‐cultural marketing research".

Matzler, Kurt, Strobl, Andreas, Stokburger-Sauer, Nicola, Bobovnicky, Artur, & Bauer, Florian. (2016). "Brand personality and culture: The role of cultural differences on the impact of brand personality perceptions on tourists' visit intentions". Tourism Management, 52, 507-520.

McKinsey. (2023). State of Fashion 2024. M. Company. https://n9.cl/psqet

Minkov, Michael. (2018). "A revision of Hofstede’s model of national culture: old evidence and new data from 56 countries". Cross Cultural & Strategic Management, 25(2), 231-256. https://doi.org/10.1108/CCSM-03-2017-0033

Minkov, Michael, Blagoev, Vesselin, & Hofstede, Geert. (2013). "The Boundaries of Culture". Journal of Cross-Cultural Psychology, 44(7), 1094-1106. https://doi.org/doi:10.1177/0022022112466942

Minkov, Michael, & Kaasa, Anneli. (2022). "Do dimensions of culture exist objectively? A validation of the revised Minkov-Hofstede model of culture with World Values Survey items and scores for 102 countries". Journal of International Management, 28(4), 100971. https://doi.org/https://doi.org/10.1016/j.intman.2022.100971

Minkov, Michael, Sokolov, Boris, Tasse, Marc A., Jamballuu, Erdenebileg, Schachner, Michael, & Kaasa, Anneli. (2023). "A Transposition of the Minkov-Hofstede Model of Culture to the Individual Level of Analysis: Evidence from Mongolia". Cross-Cultural Research, 57(2-3), 264-293. https://doi.org/10.1177/10693971231153461

Minkov, Michael, Vignoles, Vivian L., Welzel, Christian, Akaliyski, Plamen, Bond, Michael Harris, Kaasa, Anneli, & Smith, Peter B. (2024). "Comparative Culturology and Cross-Cultural Psychology: How Comparing Societal Cultures Differs From Comparing Individuals’ Minds Across Cultures". Journal of Cross-Cultural Psychology, 55(2), 164-188. https://doi.org/10.1177/00220221231220027

Myers, Michael D., & Tan, Felix B. (2003). "Beyond models of national culture in information systems research". Advanced topics in global information management, 2, 14-29.

NielsenIQ. (2022). NielsenIQ Community Group Buying Insight. NielsenIQ. https://nielseniq.com/global/en/insights/report/2022/nielseniq-community-group-buying-insight/

Nunnally, Jum C. (1978). An Overview of Psychological Measurement. In B. B. Wolman (Ed.), Clinical Diagnosis of Mental Disorders: A Handbook (pp. 97-146). Springer US. https://doi.org/10.1007/978-1-4684-2490-4_4

Peterson, Robert A., & Merunka, Dwight R. (2014). "Convenience samples of college students and research reproducibility". Journal of Business Research, 67(5), 1035-1041. https://doi.org/https://doi.org/10.1016/j.jbusres.2013.08.010

Rajagopal. (2022). Critical Insights on Disruption in Marketing Strategies: Some Perspectives in Latin American Countries. In Rajagopal & R. Behl (Eds.), Managing Disruptions in Business: Causes, Conflicts, and Control (pp. 3-31). Springer International Publishing. https://doi.org/10.1007/978-3-030-79709-6_1

Revelle, William. (2014). "psych: Procedures for psychological, psychometric, and personality research". Northwestern University, Evanston, Illinois, 165.

Revelle, William, & Condon, David M. (2019). "Reliability from α to ω: A tutorial". Psychological Assessment, 31(12), 1395-1411. https://doi.org/10.1037/pas0000754

Revilla, Melanie A., Saris, Willem E., & Krosnick, Jon A. (2014). "Choosing the Number of Categories in Agree–Disagree Scales". Sociological Methods & Research, 43(1), 73-97. https://doi.org/doi:10.1177/0049124113509605

Revilla, Melanie, & Ochoa, Carlos. (2015). "Quality of Different Scales in an Online Survey in Mexico and Colombia". Journal of Politics in Latin America, 7(3).

Richter, Nicole Franziska, Hauff, Sven, Schlaegel, Christopher, Gudergan, Siegfried, Ringle, Christian M., & Gunkel, Marjaana. (2016). "Using Cultural Archetypes in Cross-cultural Management Studies". Journal of International Management, 22(1), 63-83. https://doi.org/https://doi.org/10.1016/j.intman.2015.09.001

Romero, Eric J. (2004). "Hispanic identity and acculturation: Implications for management". Cross Cultural Management: An International Journal.

Rosseel, Yves. (2011). "Lavaan: an R package for structural equation modeling and more Version 0.4-9 (BETA)". Retrieved from.

Saris, Willem E, & Gallhofer, Irmtraud N. (2014). Design, evaluation, and analysis of questionnaires for survey research (Vol. 548). John Wiley & Sons.

Schwartz, Shalom H. (1992). Universals in the content and structure of values: Theoretical advances and empirical tests in 20 countries. In Advances in experimental social psychology (Vol. 25, pp. 1-65). Elsevier.

Soares, Ana Maria. (2004). "The influence of culture and consumers: exploratory and risk-taking behavior".

Statista. (2024). Boom del e-commerce en Latinoamérica. Statista. https://es.statista.com/grafico/22835/boom-del-e-commerce-en-latinoamerica/

Steenkamp, Jan-Benedict E. M. (2019). "Global Versus Local Consumer Culture: Theory, Measurement, and Future Research Directions". Journal of International Marketing, 27(1), 1-19. https://doi.org/10.1177/1069031X18811289

Steenkamp, Jan-Benedict E. M. (2020). "Global Brand Building and Management in the Digital Age". Journal of International Marketing, 28(1), 13-27. https://doi.org/10.1177/1069031X19894946

Steenkamp, Jan-Benedict EM, & Baumgartner, Hans %J Journal of consumer research. (1998). "Assessing measurement invariance in cross-national consumer research". 25(1), 78-90.

Taras, Vas, Steel, Piers, & Stackhouse, Madelynn. (2023). "A comparative evaluation of seven instruments for measuring values comprising Hofstede's model of culture". Journal of World Business, 58(1), 101386. https://doi.org/https://doi.org/10.1016/j.jwb.2022.101386

Triandis, Harry C, Bontempo, Robert, Villareal, Marcelo J, Asai, Masaaki, & Lucca, Nydia. (1988). "Individualism and collectivism: Cross-cultural perspectives on self-ingroup relationships". Journal of personality and social psychology, 54(2), 323.

Vandenberg, Robert J., & Lance, Charles E. (2000). "A Review and Synthesis of the Measurement Invariance Literature: Suggestions, Practices, and Recommendations for Organizational Research". Organizational Research Methods, 3(1), 4-70. https://doi.org/10.1177/109442810031002

Weigold, Arne, & Weigold, Ingrid K. (2021). "Traditional and Modern Convenience Samples: An Investigation of College Student, Mechanical Turk, and Mechanical Turk College Student Samples". Social Science Computer Review, 40(5), 1302-1322. https://doi.org/10.1177/08944393211006847

Westjohn, Stanford A., Magnusson, Peter, Peng, Yi, & Jung, Hyeyoon. (2021). "Acting on anger: Cultural value moderators of the effects of consumer animosity". Journal of International Business Studies, 52(8), 1591-1615. https://doi.org/10.1057/s41267-019-00289-7

Yoo, Boonghee, Donthu, Naveen, & Lenartowicz, Tomasz. (2011). "Measuring Hofstede's five dimensions of cultural values at the individual level: Development and validation of CVSCALE". Journal of International Consumer Marketing, 23(3-4), 193-210.

Yoo, Boonghee, & Shin, Geon-Cheol. (2017). "Invariant effect of individual cultural orientations: an application of CVSCALE". International Marketing Review, 34(6), 735-759. https://doi.org/10.1108/IMR-03-2015-0055

Yoon, Cheolho. (2009). "The effects of national culture values on consumer acceptance of e-commerce: Online shoppers in China". Information & Management, 46(5), 294-301.

Zabelina, Ekaterina V., Cruz-Cárdenas, Jorge, Guadalupe-Lanas, Jorge, & Deyneka, Olga S. (2022). "Temporal focus as a mediator between cultural values and subjective happiness: Evidence from Ecuador and Russia". Cultural-Historical Psychology, 18(2), 82-89. https://doi.org/10.17759/chp.2022180209

Publicado

19-05-2025

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Rojas-Contreras, C., Duque-Oliva, E. J., Cunha, C. F. da, & Borges, M. de L. (2025). Descifrando las dinámicas culturales de América del Sur: análisis de la escala de valores culturales . ReMark - Revista Brasileira De Marketing, 24(2), e25672. https://doi.org/10.5585/2025.25672

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