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International Journal of Academic Research in Business and Social Sciences

Open Access Journal

ISSN: 2222-6990

Bibliometric Analysis of Stimulus-Organism-Response Theory: Past Developments, Current Applications, and Future Trends

Retno Santi Sumardi, Anuar Shah Bali Mahomed, Yuhanis Abdul Aziz

http://dx.doi.org/10.6007/IJARBSS/v15-i1/23784

Open access

S-O-R Theory is widely used in consumer behaviour studies. Comprehensive and holistic reviews of the theory's evolution remain limited, highlighting a significant gap in the research. This study addresses that gap through a bibliometric analysis, focusing on papers indexed in Scopus. The selection criteria are limited to English papers in the management field and open-access publications. The findings reveal that S-O-R Theory is commonly applied in research areas such as digital platforms, tourism destinations, live streaming, festivals or events, and cultural tourism. Furthermore, the variable of purchase intention dominates studies employing the SOR framework. As a result, variables such as social presence, interactivity, and sentiment analysis are suggested as potential stimulus variables for future research.

Abumalloh, R. A., Halabi, O., & Nilashi, M. (2024). The relationship between technology trust and behavioral intention to use Metaverse in baby monitoring systems’ design: Stimulus-Organism-Response (SOR) theory. Entertainment Computing, 52, 100833. https://doi.org/10.1016/j.entcom.2024.100833.
Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50, 179-211.
Alam, S. S., Ahmed, S., Kokash, H. A., Mahmud, M. S., & Sharnali, S. Z. (2024). Utility and hedonic perception-Customers’ intention towards using of QR codes in mobile payment of Generation Y and Generation Z. Electronic Commerce Research and Applications, 65, 101389.https://doi.org/10.1016/j.elerap.2024.101389
Alcántara-Pilar, J. M., Rodriguez-López, M. E., Kalini?, Z., & Liébana-Cabanillas, F. (2024). From likes to loyalty: Exploring the impact of influencer credibility on purchase intentions in TikTok. Journal of Retailing and Consumer Services, 78, 103709.https://doi.org/10.1016/j.jretconser.2024.103709
Byrne, D., & Callaghan, G. (2022). Complexity theory and the social sciences: The state of the art. Routledge.
Chen, X. J., Zhou, M., & Zhang, C. M. (2024). Investigating the impact of digital collectibles involvement on tourists' on-sites visit intentions. Current Psychology, 43(13), 11651-11662.https://doi.org/10.1007/s12144-023-05287-5
Deacon, T. W. (2010). What is missing from theories of information (pp. 146-169). Cambridge University Press: Cambridge, UK.
Donthu, N., Kumar, S., Pattnaik, D., & Lim, W. M. (2021). A bibliometric retrospection of marketing from the lens of psychology: Insights from Psychology & Marketing. Psychology & Marketing, 38(5), 834–865. https://doi.org/10.1002/mar.21472.
Fan, Y., Isa, S. M., Yang, S., & Wen, J. (2023). Effects of the guest experience, well-being, and eWOM intention for resort hotels: A positive psychology perspective. Journal of Hospitality and Tourism Management, 56, 197-206.https://doi.org/10.1016/j.jhtm.2023.06.014.
Salmones, M. D. M., Herrero, A., & Martínez García de Leaniz, P. (2024). The intention to share a sustainability communication about a tourism destination. Spanish Journal of Marketing-ESIC.https://doi.org/10.1108/SJME-01-2024-0003.
Guo, J., Li, Y., Xu, Y., & Zeng, K. (2021). How live streaming features impact consumers’ purchase intention in the context of cross-border E-commerce? A research based on S-O-R Theory. Frontiers in psychology, 12, 767876.https://doi.org/10.3389/fpsyg.2021.767876.
Guo, Y. M., Huang, Z. L., Guo, J., Li, H., Guo, X. R., & Nkeli, M. J. (2019). Bibliometric analysis on smart cities research. Sustainability, 11(13), 3606. https://doi.org/10.3390/su11133606.
Haq, M. D. U., Tseng, T. H., Cheng, H. L., & Chiu, C. M. (2024). An empirical analysis of eWOM valence effects: Integrating stimulus-organism-response, trust transfer theory, and theory of planned behavior perspectives. Journal of Retailing and Consumer Services, 81, 104026.https://doi.org/10.1016/j.jretconser.2024.104026.
Hewei, T., & Youngsook, L. (2022). Factors affecting continuous purchase intention of fashion products on social E-commerce: SOR model and the mediating effect. Entertainment computing, 41, 100474.https://doi.org/10.1016/j.entcom.2021.100474.
Hu, M., and Chaudhry, S. S. (2020). Enhancing consumer engagement in e-commerce live streaming via relational bonds. Internet. Res. 30, 1019–1041. https://doi: 10.1108/INTR-03-2019-0082
Huang, W., Zhong, D., & Chen, Y. (2024). The relationship between construction workers’ emotional intelligence and safety performance. Engineering, Construction and Architectural Management, 31(5), 2176-2201.https://doi.org/10.1108/ECAM-07-2023-0747.
Jacoby, J. (2002). Stimulus-Organism-Response Reconsidered: An evolutionary step in modeling (consumer) behavior. Journal of Consumer Psychology, 12(1), 51–57. https://doi.org/10.1207/S15327663JCP1201_05.
Jia, Q., Li, Y., & Wang, S. (2022). Design is more than looks: Research on the affordance of review components on consumer loyalty. Psychology Research and Behavior Management, 3347-3366.https://doi.org/10.2147/PRBM.S384024.
Kang, K., Lu, J., Guo, L., & Li, W. (2021). The dynamic effect of interactivity on customer engagement behavior through tie strength: Evidence from live streaming commerce platforms. International journal of information management, 56, 102251.https://doi.org/10.1016/j.ijinfomgt.2020.102251.
Khan, M. A., Pattnaik, D., Ashraf, R., Ali, I., Kumar, S., & Donthu, N. (2021). Value of special issues in the Journal of Business Research: A bibliometric analysis. Journal of Business Research, 125, 295–313.https://doi.org/10.1016/j.jbusres.2020.12.015.
Kang, K., Lu, J., Guo, L., & Li, W. (2021). The dynamic effect of interactivity on customer engagement behavior through tie strength: Evidence from live streaming commerce platforms. International journal of information management, 56, 102251.https://doi.org/10.1016/j.ijinfomgt.2020.102251.
Kumar, S., Murphy, M., Talwar, S., Kaur, P., & Dhir, A. (2021). What drives brand love and purchase intentions toward the local food distribution system? A study of social media-based REKO (fair consumption) groups. Journal of Retailing and Consumer Services, 60, 102444.https://doi.org/10.1016/j.jretconser.2021.102444.
Kusumawati, A., Kurniawan, C. N., & Iqbal, M. (2023). Co-creation experience and tourists’ citizenship behavior: challenges of Indonesian ecotourism sector during post-pandemic era. Tourism Review, (ahead-of-print).https://doi.org/10.1108/TR-03-2023-0171.
Laos-Espinoza, J., Juaneda-Ayensa, E., García-Milon, A., & Olarte-Pascual, C. (2024). Why do you want an organic coffee? Self-care vs. world-care: A new SOR model approach to explain organic product purchase intentions of Spanish consumers. Food Quality and Preference, 118, 105203.https://doi.org/10.1016/j.foodqual.2024.105203.
Lee, H. J., and Yun, Z. S. (2015). Consumers’ perceptions of organic food attributes and cognitive and affective attitudes as determinants of their purchase intentions toward organic food. Food Qual. Prefer. 39, 259–267. https://doi.org/ 10.1016/j.foodqual.2014.06.002.
Li, Q. (2023). The Impact of Immersive Live Broadcasting on the Impulse Purchase Intention of “Gen Z” People. In Digitalization and Management Innovation II, IOS Press. 376, 364-370. https://doi.org/10.3233/FAIA230749
Li, C., Liu, J., & Wang, L. (2024). Research on the influence mechanism of public green behavior guiding policy effect: from the perspective of policy synergy system. Environment, Development and Sustainability, 1-42.https://doi.org/10.1007/s10668-023-04397-1.

Liu, T., Liu, S., & Lee, Y. M. (2024). Attendees' experiences of anime conventions in the United States: a netnography study. International Journal of Event and Festival Management.https://doi.org/10.1108/IJEFM-07-2023-0060.
Liu, J., Liu, X., Lai, K. H., Zhang, X., & Ma, X. (2023). Exploring rumor behavior during the COVID-19 pandemic through an information processing perspective: The moderating role of critical thinking. Computers in Human Behavior, 147, 107842.https://doi.org/10.1016/j.chb.2023.107842.
Liao, C., Lin, Y., Li, Z., & Zhan, X. (2023). Exploring the relationship between different types of reference group influence and young consumers' health tourism intention. Social Sciences & Humanities Open, 8(1), 100649.https://doi.org/10.1016/j.ssaho.2023.100649.
Li, Z., Duan, S., & Li, R. (2022). Dynamic advertising insertion strategy with moment-to-moment data using sentiment analysis: The case of danmaku video. Journal of Electronic Commerce Research, 23(3), 160-176.
Mehrabian, A., and Russell, J. A. (1974) The Basic Emotional Impact of Environments. Perceptual and Motor Skills, 38, 283-301. http://dx.doi.org/10.2466/pms.1974.38.1.283
Ming, J., Jianqiu, Z., Bilal, M., Akram, U., & Fan, M. (2021). How social presence influences impulse buying behavior in live streaming commerce? The role of S-O-R Theory. International Journal of Web Information Systems, 17(4), 300-320.https://doi.org/10.1108/IJWIS-02-2021-0012.
Nieves-Pavón, S., López-Mosquera, N., & Jiménez-Naranjo, H. (2023). The factors influencing STD through S-O-R Theory. Journal of Retailing and Consumer Services, 75, 103533.https://doi.org/10.1016/j.jretconser.2023.103533.
Nutsugbodo, R. Y., Blankson-Stiles-Ocran, S., Osei, B. A., Afful, B. E. B., Kuuder, C. J. W., Alhassan, T. Z., & Amponsah, G. N. (2024). University students' participation in campus-based events. International Journal of Event and Festival Management. 15 (4), 450-468. https://doi.org/10.1108/IJEFM-01-2024-0009.
Schafer, M. H. (2024). Social contact during the COVID-19 pandemic: The role of long-term connectedness and cumulative inequality in later life. Social Science Research, 120, 103007.https://doi.org/10.1016/j.ssresearch.2024.103007.
Schoombee, L. (2023). Why Scopus is essential for your literature review. Retrieved June 21, 2024.https://researcheracademy.elsevier.com/system/files/workshop/14240/relateddownloads/scopus-literature-search.pdf
Schwartz, S. H. (1999). A theory of cultural values and some implications for work. Applied Psychology. An International Review, 48(1), 23–47. https://doi.org/10.1111/j.1464-0597.1999.tb00047.x.
Song, Z., Liu, C., & Shi, R. (2022). How do fresh live broadcast impact consumers’ purchase intention? Based on the S-O-R Theory. Sustainability, 14(21), 14382. https://doi.org/10.3390/su142114382.
Teh, G. M., Kalidas, V., & Zeeshan, M. (2014). Personality as a Moderator of SOR Model. Review of Integrative Business and Economics Research, 3(2), 67.
Teangsompong, T., & Sawangproh, W. (2024). Understanding online purchase intention of plant-based foods: Exploring causal factors and moderating role of self-efficacy within the S-O-R Theory. Heliyon, 10(10). https://doi.org/10.1016/j.heliyon.2024.e30785.
Trompenaars, F., & Hampden-Turner, C. (1997). London: Nicholas Brealey
Zeeland, E., & Henseler, J. (2018). The behavioural response of the professional buyer on social cues from the vendor and how to measure it. Journal of business & industrial marketing.33 (1), 2-83. https://doi.org/10.1108/JBIM-06-2016-0135.
Wang, L., Zhang, R. S., & Zhang, C. X. (2024). Live streaming E-commerce platform characteristics: Influencing consumer value co-creation and co-destruction behavior. Acta psychologica, 243, 104163.https://doi.org/10.1016/j.actpsy.2024.104163.
Wang, Y., Chen, H., & Li, N. (2024). A Study on the relationship between the cultural atmosphere of scenic spot name and tourist behavior intention in cultural tourism cities. Current Psychology, 1-12. https://doi.org/10.1007/s12144-024-05941-6.
Wang, J., Zhang, L., Sun, Y., Lu, G., Chen, Y., & Zhang, S. (2022). Exploring the impacts of urban community leisure on subjective well-being during COVID-19: A mixed methods case study. International Journal of Environmental Research and Public Health, 19(14), 8514.https://doi.org/10.3390/ijerph19148514.
Wu, Y. L., and Li, E. Y. (2018). Marketing mix, customer value, and customer loyalty in social commerce: a stimulus-organism-response perspective. Int. Res. 28, 74–104. https://doi.org/10.1108/IntR-08-2016-0250
Xu, Y., Xia, F., & Fu, X. (2024). The Mechanism of Stimulating Resident tourists’ Place Attachment via Festivals. Journal of China Tourism Research, 1-22. https://doi.org/10.1080/19388160.2024.2326975.
Yamagishi, K., Canayong, D., Domingo, M., Maneja, K. N., Montolo, A., & Siton, A. (2024). User-generated content on Gen Z tourist visit intention: a stimulus-organism-response approach. Journal of Hospitality and Tourism Insights, 7(4), 1949-1973. https://doi.org/10.1108/JHTI-02-2023-0091.
Yadav, N., Verma, S., & Chikhalkar, R. D. (2022). eWOM, destination preference and consumer involvement–a stimulus-organism-response (SOR) lens. Tourism Review, 77(4), 1135-1152.https://doi.org/10.1108/TR-10-2020-0506.
Pahari, S. (2024). Rural tourism in India and pro-tourism behavior. Tourism Review.Vol. ahead-of-print No. ahead-of-print. https://doi.org/10.1108/TR-09-2023-0647.
Zhang, X., Liu, Y., Qin, Z., Ye, Z., & Meng, F. (2023). Understanding the role of social media usage and health self-efficacy in the processing of COVID-19 rumors: a SOR perspective. Data and Information Management, 7(2), 100043.https://doi.org/10.1016/j.dim.2023.100043.
Zhang, J., Jiang, N., Turner, J. J., & Pahlevan-Sharif, S. (2022). The impact of scarcity on consumers’ impulse buying based on the S-O-R Theory. Frontiers in Psychology, 13, 792419.https://doi.org/10.3389/fpsyg.2022.792419.
Zhang, S., Liu, W., Han, W., Xie, J., & Sun, M. (2022). Influence mechanism of tourists' impulsive behavior in E-sports tourism: Mediating role of arousal. Tourism Management Perspectives, 44, 101032.https://doi.org/10.1016/j.tmp.2022.101032.
Zhang, L., Liu, Y., & Chu, Z. (2023). The Influence Mechanism of Owners’ Safety Management Behavior on Construction Workers’ Safety Citizenship Behavior. Behavioral Sciences, 13(9), 721. https://doi.org/10.3390/bs13090721.
Zhang, S., & Lo, Y. H. (2024). Tourists’ perceived destination image and heritage conservation intention: a comparative study of heritage and film-induced images. International Journal of Tourism Cities, 10(2), 469-490.https://doi.org/10.1108/IJTC-04-2022 -0093.

Sumardi, R. S., Mahomed, A. S. B., & Aziz, Y. A. (2025). Bibliometric Analysis of Stimulus-Organism-Response Theory: Past Developments, Current Applications, and Future Trends. International Journal of Academic Research in Business and Social Sciences, 15(1), 555–569.