A CRITICAL REALIST INSPIRED MULTILEVEL RESEARCH METHOD: COMBINING NETNOGRAPHY AND SOCIAL NETWORK ANALYSIS TO STUDY CONSUMER BEHAVIOR IN ONLINE COMMUNITIES
Abstract
Article visualizations:
Keywords
Full Text:
PDFReferences
Achrol, R. S., & Kotler, P. (1999). Marketing in the network economy. Journal of Marketing, 63(4), 146–163. https://doi.org/10.1177/00222429990634s114
Al-Amoudi, I., & Willmott, H. C. (2010). Where constructionism and critical realism converge: Interrogating the domain of epistemological relativism. Organization Studies, 31(1), 27–46. https://doi.org/10.2139/ssrn.1781119
Albrecht, J. N. (2013). Networking for sustainable tourism - towards a research agenda. Journal of Sustainable Tourism, 21(5), 639–657. https://doi.org/10.1080/09669582.2012.721788
Antoniadis, I., & Charmantzi, A. (2016). Social network analysis and social capital in marketing: theory and practical implementation. International Journal of Technology Marketing, 11(3), 344. https://doi.org/10.1504/ijtmkt.2016.077387
Antoniadis, I., Serdaris, P., & Charmantzi, A. (2014). The application of social networking analysis in marketing: A case study of a product’s page in facebook. International Conference on Contemporary Marketing Issues (ICCMI), Vol 2. https://www.academia.edu/download/36667368/The_application_of_Social_Networking_Analysis_in_Marketing_A_case_study_of_a_products_page_in_Facebook.pdf
Avenier, M., & Thomas, C. (2015). Finding one’s way around various methodological guidelines for doing rigorous case studies: A comparison of four epistemological frameworks. Systèmes d’information & Management, 20(1), 61. https://doi.org/10.3917/sim.151.0061
Baggio, R., Scott, N., & Cooper, C. (2010). Network science. A review focused on tourism. Annals of Tourism Research, 37(3), 802–827. https://doi.org/10.1016/j.annals.2010.02.008
Bagozzi, R. P., & Dholakia, U. M. (2002). Intentional Social Action in Virtual Communities. Journal of Interactive Marketing, 16(2), 2–21. https://doi.org/10.1002/dir.10006
Baptista, N., Pinho, J., & Alves, H. (2019). Structure of online social support in contexts of treatment uncertainty. Implications for social marketing segmentation and targeting. https://doi.org/10.17605/OSF.IO/23YDE
Baptista, N., Pinho, J. C., & Alves, H. (2020). Social marketing and online social support structure in contexts of treatment uncertainty. Journal of Nonprofit and Public Sector Marketing, 00(00), 1–40. https://doi.org/10.1080/10495142.2020.1865233
Baptista, N., Pinho, J. C., & Alves, H. (2021). Examining social capital and online social support links: a study in online health communities facing treatment uncertainty. International Review on Public and Nonprofit Marketing, 18(1), 57–94. https://doi.org/10.1007/s12208-020-00263-2
Barabasi, A.-L., & Albert, R. (1999). Emergence of scaling in random networks. Science, 286(5439), 509–512. https://doi.org/10.1126/science.286.5439.509
Barnes, J. A. (1954). Class and committees in a Norwegian island parish. Human Relations, 7(1), 39–58. https://doi.org/10.1177/001872675400700102
Barnes, J. A. (1969). Graph theory and social networks: A technical comment on connectedness and connectivity. Sociology, 3(2), 215–232. https://doi.org/10.1177/003803856900300205
Bhaskar. (1978). A realist theory of science. Harvester Press.
Bhaskar, R. (1998). Critical Realism. Routledge.
Bott, E. (1955). Urban families: Conjugal roles and social networks. Human Relations, 8(4), 345-384. https://doi.org/10.1177/001872675500800401
Brennan, L., Fry, M. L., & Previte, J. (2015). Strengthening social marketing research: Harnessing “insight” through ethnography. Australasian Marketing Journal, 23(4), 286–293. https://doi.org/10.1016/j.ausmj.2015.10.003
Carson, D., Gilmore, A., Perry, C., & Gronhaug, K. (2001). Qualitative marketing research. Sage Publications.
Costello, L., Mcdermott, M., & Wallace, R. (2017). Netnography: Range of practices, misperceptions, and missed opportunities. International Journal of Qualitative Methods, 16(1), 1–12. https://doi.org/10.1177/1609406917700647
Cova, B., & Antone, S. D. (2016). Brand iconicity vs. anti-consumption well-being concerns: The nutella palm oil conflict. The Journal of Consumer Affairs, 50(1), 166–192. https://doi.org/10.1111/joca.12082
Crotty, M. (1998). The foundations of social research, meaning and perspective in the research process. Sage Publications.
Cruickshank, J. (2003). Realism and sociology: Anti-foundationalism, ontology and social research. Routledge.
Drake, S. T., & Cayton, H. R. (1945). Black metropolis: A study of negro life in a northern city. University of Chicago Press.
Easterby-Smith, M., Thorpe, R., Ackson, P. R. J., & Jaspersen, L. J. (2018). Management & business research (6th ed.). Sage Publications.
Eastwood, J. G., Kemp, L. A., Garg, P., Tyler, I., & De Souza, D. E. (2019). A critical realist translational social epidemiology protocol for concretising and contextualising a “theory of neighbourhood context, stress, depression, and the developmental origins of health and disease (DOHaD)”, Sydney Australia. International Journal of Integrated Care, 19(3), 1–13. https://doi.org/10.5334/ijic.3962
Eisenhardt, K. M. (1989). Building theories from case study research. Academy of Management Review, 14(4), 532–550. https://doi.org/10.2307/258557
Freeman, L. C. (2004). The development of social network analysis:a study in the sociology of science. Empirical Press.
Gergen, K. J. (1992). The social constructionist movement in modern psychology. American Psychologist, 40(3), 266–275. https://doi.org/10.1037/0003-066X.40.3.266
Gobo, G., & Molle, A. (2017). Doing Ethnography (2nd ed.). Sage Publications.
Gordon, R., & Gurrieri, L. (2014). Towards a reflexive turn: Social marketing assemblages. Journal of Social Marketing, 4(3), 261–278. https://doi.org/10.1108/JSOCM-02-2014-0015
Gruzd, A., & Haythornthwaite, C. (2013). Enabling community through social media. Journal of Medical Internet Research, 15(10), e248. https://doi.org/10.2196/jmir.2796
Hammersley, M., & Atkinson, P. (2007). Ethnography: Principles in practice. Routledge. https://doi.org/10.1109/MS.2009.99
Healy, M., & Perry, C. (2000). Comprehensive criteria to judge validity and reliability of qualitative research within the realism paradigm. Qualitative Market Research: An International Journal, 3(3), 118–126. https://doi.org/10.1108/13522750010333861
Heinonen, K., & Medberg, G. (2018). Netnography as a tool for understanding customers: Implications for service research and practice. Journal of Services Marketing, 32(6), 657–679. https://doi.org/10.1108/JSM-08-2017-0294
Homans, G. C. (1950). The human group. Routledge.
Hugly, P., & Sayward, C. (1987). Relativism and ontology. The Philosophical Quarterly, 37(148), 278–290. https://doi.org/10.2307/2220398
Hummon, N. P., & Carley, K. (1993). Social networks as normal science. Social Networks, 15(1), 71–106. https://doi.org/10.1016/0378-8733(93)90022-D
Isba, R., Woolf, K., & Hanneman, R. (2017). Social network analysis in medical education. Medical Education, 51(1), 81–88. https://doi.org/10.1111/medu.13152
Kempton, A. M. (2022). The digital is different: Emergence and relationality in critical realist research. Information and Organization, 32(2), 100408. https://doi.org/10.1016/j.infoandorg.2022.100408
Kimmerle, J., Thiel, A., Gerbing, K., Bientzle, M., Halatchliyski, I., & Cress, U. (2013). Knowledge construction in an outsider community: Extending the communities of practice concept. Computers in Human Behavior, 29(3), 1078–1090. https://doi.org/10.1016/j.chb.2012.09.010
Kincheloe, J. L., & Tobin, K. (2009). The much exaggerated death of positivism. Cultural Studies of Science Education, 4(3), 513–528. https://doi.org/10.1007/s11422-009-9178-5
Koh, J., & Kim, Y. G. (2004). Knowledge sharing in virtual communities: An e-business perspective. Expert Systems with Applications, 26(2), 155–166. https://doi.org/10.1016/S0957-4174(03)00116-7
Kozinets, R. V. (1997). “I want to believe”: A netnography of the X-Philes’ subculture of consumption. In M. Brucks & D. J. MacInnis (Eds.), Advances in Consumer Research (pp. 470–475). Association for Consumer Research.
Kozinets, R. V. (2002). The field behind the screen: Using netnography for marketing research in online communities. Journal of Marketing Research, 39(1), 61–72. https://doi.org/10.1509/jmkr.39.1.61.18935
Kozinets, R. V. (2010). Netnography: Doing ethnographic research online. Sage Publications.
Lee, R., & Jones, O. (2015). Entrepreneurial social capital research: Resolving the structure and agency dualism. International Journal of Entrepreneurial Behavior & Research, 21(3), 338–363. https://doi.org/10.1108/IJEBR-02-2014-0025
Leonard, R., Horsfall, D., & Noonan, K. (2015). Identifying changes in the support networks of end-of-life carers using social network analysis. BMJ Supportive & Palliative Care, 5(2), 153–159. https://doi.org/10.1136/bmjspcare-2012-000257
Lewin, K. (1936). Principles of Topological Psychology. McGraw-Hill.
Lewin, K., Lippet, R., & White, R. K. (1939). Patterns of aggressive behavior in experimentally created social climates. Journal of Social Psychology, 10(2), 271–299. https://doi.org/10.1080/00224545.1939.9713366
Lewin, K., & Lippitt, R. (1938). An experimental approach to the study of autocracy and democracy: A preliminary note. Sociometry, 1(3/4), 292–300. https://doi.org/10.2307/2785585
Malinowski, B. (1922). Argonauts of the Western Pacific: An account of native enterprise and adventure in the archipelagoes of Melanesian New Guinea. George Routledge & Sons, Ltd.
Marsden, P. V, & Lin, N. (1982). Social Structure and Network Analysis. Sage Publications.
Mattsson, L. (1997). “Relationship marketing” and the “markets‐as‐networks approach”— A comparative analysis of two evolving streams of research. Journal of Marketing Management, 13(5), 447–461. https://doi.org/10.1080/0267257X.1997.9964485
Mayo, E. (1933). The human problems of an industrial civilization. Macmillan Co.
McMillan, J., & Schumacher, S. (1997). Research in education: A conceptual introduction. Addison-Wesley Educational Publishers.
Mitchell, J. C. (1969). The concept and use of social networks. Bobbs-Merrill.
Möller, K. (2013). Theory map of business marketing: Relationships and networks perspectives. Industrial Marketing Management, 42(3), 324–335. https://doi.org/10.1016/j.indmarman.2013.02.009
Moreno, J. L. (1934). Who shall survive? Nervous and Mental Disease Publishing Company.
Moreno, J. L., Whitin, E. S., & Jennings, H. H. (1932). Application of the group method to classification (2nd ed.). National Committee on Prisons and Prison Labor.
Popay, J., & Williams, G. (1998). Qualitative research and evidence-based healthcare. Journal of the Royal Society of Medicine, 91(35), 32–37. https://doi.org/10.1177/014107689809135S08
Pryke, S. (2012). Social Network Analysis in Construction. Wiley.
Rees, C., & Gatenby, M. (2014). Critical realism and ethnography. In P. K. Edwards, J. O’Mahoney, & S. Vincent (Eds.), Studying organizations using critical realism (Oxford Pre, pp. 132–147).
Reeves, S., Kuper, A., & Hodges, B. D. (2013). Qualitative research methodologies: Ethnography. British Medical Journal, 337(7668), 512–514. https://doi.org/10.1136/bmj.alO20
Rocco, T. S., Bliss, L. A., Gallagher, S., & Perez-Prado, A. (2003). Taking the next step: Mixed methods research in organizaional systems. Information Technology, Learning and Performance Journal, 21(1), 19–29. https://www.researchgate.net/publication/253625105_Taking_the_Next_Step_Mixed_Methods_Taking_the_Next_Step_Mixed_Methods_Research_in_Organizational_Systems_Research_in_Organizational_Systems
Rousseau, D. (2014). Systems philosophy and the unity of knowledge. Systems Research & Behavioral Science, 31(2), 146–159. https://doi.org/10.1002/sres.2189
Sadovykh, V., Sundaram, D., & Piramuthu, S. (2015). Do decision-making structure and sequence exist in health online social networks? Decision Support Systems, 74, 102–120. https://doi.org/10.1016/j.dss.2015.03.007
Saunders, M., Lewis, P., & Thornhill, A. (2009). Research methods for business students (5th ed.). Pearson Education.
Savage, J. (2000). Ethnography and health care. The BMJ, 321, 1400–1402. https://doi.org/10.1136/bmj.321.7273.1400
Scott, J. (2007). Social network analysis: A handbook. Sage Publications.
Skandalis, A. (2023). Transitional space and new forms of value co-creation in online brand communities. Journal of Business Research, 155(PA), 113392. https://doi.org/10.1016/j.jbusres.2022.113392
Skandalis, A., Byrom, J., & Banister, E. (2016). Paradox, tribalism and the transitional consumption experience: in light of post-postmodernism. European Journal of Marketing, 50(7–8), 1308–1325. https://doi.org/10.1108/EJM-12-2014-0775
Smith, S. P., & Johnston, R. B. (2014). How critical realism clarifies validity issues in information systems theory-testing research. Scandinavian Journal of Information Systems, 26(1), 5–28. https://doi.org/10.22459/isf.12.2010.02
Sorrell, S. (2018). Explaining sociotechnical transitions: A critical realist perspective. Research Policy, 47(7), 1267–1282. https://doi.org/10.1016/j.respol.2018.04.008
Stewart, S. A., & Abidi, S. R. (2012). Applying social network analysis to understand the knowledge sharing behaviour of practitioners in a clinical online discussion forum. Journal of Medical Internet Research, 14(6), e170. https://doi.org/10.2196/jmir.1982
Suttles, G. D. (1968). The social order of the slum: Ethnicity and territory in the inner city. University of Chicago Press.
Teixeira, J. (2014). Understanding coopetition in the open-source arena: The cases of WebKit and OpenStack. International Symposium on Open Collaboration, 1–5. https://doi.org/10.1145/2641580.2641627
Wang, K., Tai, J. C. F., & Hu, H. fen. (2023). Role of brand engagement and co-creation experience in online brand community continuance: A service-dominant logic perspective. Information Processing and Management, 60(1), 103136. https://doi.org/10.1016/j.ipm.2022.103136
Warner, W. L., & Lunt, P. S. (1941). The Social Life of a Modern Community. Yale University.
Watts, D. J., & Strogatz, S. H. (1998). Collective dynamics of “small-world” networks. Nature, 393, 440–442. https://doi.org/10.1038/30918
Webster, C. M., & Morrison, P. D. (2004). Network analysis in marketing. Australasian Marketing Journal, 12(2), 8–18. https://doi.org/10.1016/S1441-3582(04)70094-4
Whyte, W. F. (1943). Street corner society: The social structure of an Italian slum. University of Chicago Press.
Wiling, C. (2013). Introducing qualitative research in psychology. McGraw-Hill.
Wright, R. (1940). Native Son. Harper Perennial.
Wynn, D. J., & Williams, C. K. (2012). Principles for conducting critical realist case study research in information systems. MIS Quarterly, 36(3), 787–810. https://doi.org/10.2307/41703481
Yanga, J., Yaoa, C., Maa, W., & Chen, G. (2010). A study of the spreading scheme for viral marketing based on a complex network model. Physica A: Statistical Mechanics and Its Applications, 389(4), 859–870. https://doi.org/10.1016/j.physa.2009.10.034
Yin, R. K. (1994). Case study research design and methods (2nd ed.). Sage Publications.
Zhang, M. (2010). Social network analysis: History, concepts, and research. In B. Furht (Ed.), Handbook of social network technologies and applications. Springer. https://doi.org/10.1007/978-1-4419-7142-5_1
DOI: http://dx.doi.org/10.46827/ejmms.v7i4.1388
Refbacks
- There are currently no refbacks.
Copyright (c) 2022 N. Baptista
This work is licensed under a Creative Commons Attribution 4.0 International License.
The research works published in this journal are free to be accessed. They can be shared (copied and redistributed in any medium or format) and\or adapted (remixed, transformed, and built upon the material for any purpose, commercially and\or not commercially) under the following terms: attribution (appropriate credit must be given indicating original authors, research work name and publication name mentioning if changes were made) and without adding additional restrictions (without restricting others from doing anything the actual license permits). Authors retain the full copyright of their published research works and cannot revoke these freedoms as long as the license terms are followed.
Copyright © 2017-2023. European Journal of Management and Marketing Studies (ISSN 2501 - 9988) is a registered trademark of Open Access Publishing Group. All rights reserved.
This journal is a serial publication uniquely identified by an International Standard Serial Number (ISSN) serial number certificate issued by Romanian National Library. All the research works are uniquely identified by a CrossRef DOI digital object identifier supplied by indexing and repository platforms. All the research works published on this journal are meeting the Open Access Publishing requirements and standards formulated by Budapest Open Access Initiative (2002), the Bethesda Statement on Open Access Publishing (2003) and Berlin Declaration on Open Access to Knowledge in the Sciences and Humanities (2003) and can be freely accessed, shared, modified, distributed and used in educational, commercial and non-commercial purposes under a Creative Commons Attribution 4.0 International License. Copyrights of the published research works are retained by authors.