Social Media Integration and Enterprise Resource Dynamics: Pathways to MSE Adaptive Capabilities
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This study aims to investigate how social media embedding influences micro and small enterprises’ (MSEs) adaptability through resource integration mechanisms in agricultural enterprises. The present research theoretical framework is based on resource-based, vocational ability development, and social media embedding theories. Its objective is to determine the influence of social media embedding on MSEs’ adaptability. A convenience sampling survey gathered data from 327 small and micro agriculture-related entrepreneurs in China. According to the study results, both online community embedding and web media embedding had a significant and positive impact on MSEs. While web media embedding significantly affected resource integration, online community integration did not. Resource integration was identified as a mediating factor between the two dimensions of social media embedding (i.e., online community embedding and web media embedding) and the adaptability of entrepreneurial enterprises. This study advances existing literature by decomposing social media embedding into distinct dimensions. This decomposition offers a nuanced understanding of the differential impacts across various dimensions. The research establishes resource integration as a critical mechanism linking social media use to organizational adaptability. Furthermore, it extends resource-based theory application in the digital transformation context of agricultural MSEs. These findings offer practical implications for enhancing enterprise adaptability through social media utilization.
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[1] El Hilali, W., & El Manouar, A. (2019). Towards a sustainable world through a SMART digital transformation. ACM International Conference Proceeding Series, Part F148154. doi:10.1145/3320326.3320364.
[2] Lammers, T., Tomidei, L., & Regattieri, A. (2018). What causes companies to transform digitally? An overview of drivers for Australian key industries. PICMET 2018 - Portland International Conference on Management of Engineering and Technology: Managing Technological Entrepreneurship: The Engine for Economic Growth, Proceedings, 8481810. doi:10.23919/PICMET.2018.8481810.
[3] Gomez-Trujillo, A. M., & Gonzalez-Perez, M. A. (2022). Digital transformation as a strategy to reach sustainability. Smart and Sustainable Built Environment, 11(4), 1137–1162. doi:10.1108/SASBE-01-2021-0011.
[4] Yakubu, B. N., Salamzadeh, A., Bouzari, P., Ebrahimi, P., & Fekete-Farkas, M. (2022). Identifying the key factors of sustainable entrepreneurship in the Nigerian food industry: The role of media availability. Entrepreneurial Business and Economics Review, 10(2), 147–162. doi:10.15678/EBER.2022.100209.
[5] Fu, W., & Zhang, R. (2022). Can Digitalization Levels Affect Agricultural Total Factor Productivity? Evidence From China. Frontiers in Sustainable Food Systems, 6, 122. doi:10.3389/fsufs.2022.860780.
[6] Han, H., Xiong, J., & Zhao, K. (2022). Digital inclusion in social media marketing adoption: the role of product suitability in the agriculture sector. Information Systems and E-Business Management, 20(4), 657–683. doi:10.1007/s10257-021-00522-7.
[7] Hrustek, L. (2020). Sustainability driven by agriculture through digital transformation. Sustainability (Switzerland), 12(20), 1–18. doi:10.3390/su12208596.
[8] Wicaksono, T., Nugroho, A. D., Lakner, Z., Dunay, A., & Illés, C. B. (2021). Word of mouth, digital media, and open innovation at the agricultural SMEs. Journal of Open Innovation: Technology, Market, and Complexity, 7(1), 91. doi:10.3390/joitmc7010091.
[9] Pan, D., Yang, J., Zhou, G., & Kong, F. (2020). The influence of COVID-19 on agricultural economy and emergency mitigation measures in China: A text mining analysis. PLoS ONE, 15(10), 241167. doi:10.1371/journal.pone.0241167.
[10] Bai, C., Quayson, M., & Sarkis, J. (2021). COVID-19 pandemic digitization lessons for sustainable development of micro-and small-enterprises. Sustainable Production and Consumption, 27, 1989-2001. doi:10.1016/j.spc.2021.04.035.
[11] Xie, G. H., Wang, L. P., & Khan, A. (2021). An Assessment of Social Media Usage Patterns and Social Capital: Empirical Evidence From the Agricultural Systems of China. Frontiers in Psychology, 12, 4973. doi:10.3389/fpsyg.2021.767357.
[12] Xie, G. H., Wang, L. P., & Lee, B. F. (2021). Understanding the Impact of Social Capital on Entrepreneurship Performance: The Moderation Effects of Opportunity Recognition and Operational Competency. Frontiers in Psychology, 12, 687205. doi:10.3389/fpsyg.2021.687205.
[13] Liu, Q. C., Zhang, X. Y., Fan, R., Liu, W. M., & Xue, J. F. (2024). A Method for Industrial Robots to Grasp and Detect Parts of Instrument under 3D Visual Guidance. Journal of Computers, 35(1), 167-175. doi:10.53106/199115992024023501012.
[14] Zhang, S. W., Zhao, Y. M., & Yang, X. L. (2023). Research on Dynamic Recognition and Tracking Technology for Complex Scenes of Automatic Driving. Journal of Computers, 34(2), 215-225. doi:10.53106/199115992023043402016.
[15] Salamzadeh, A., Mortazavi, S. S., & Hadizadeh, M. (2022). Social media and digital technologies among pottery makers and in the sewing sector. In Artisan and handicraft entrepreneurs: Past, present, and future. Springer International Publishing, 217-238. doi:10.1007/978-3-030-82303-0_13.
[16] Roberts, N., Campbell, D. E., & Vijayasarathy, L. R. (2016). Using Information Systems to Sense Opportunities for Innovation: Integrating Postadoptive Use Behaviors with the Dynamic Managerial Capability Perspective. Journal of Management Information Systems, 33(1), 45–69. doi:10.1080/07421222.2016.1172452.
[17] Siemon, D. (2023). Let the computer evaluate your idea: evaluation apprehension in human-computer collaboration. Behaviour and Information Technology, 42(5), 459–477. doi:10.1080/0144929X.2021.2023638.
[18] Brahma, A., & Dutta, R. (2020). Role of Social Media and E-Commerce for Business Entrepreneurship. International Journal of Scientific Research in Computer Science, Engineering and Information Technology, 1–18. doi:10.32628/cseit206559.
[19] Wu, Y., Nambisan, S., Xiao, J., & Xie, K. (2022). Consumer resource integration and service innovation in social commerce: the role of social media influencers. Journal of the Academy of Marketing Science, 50(3), 429–459. doi:10.1007/s11747-022-00837-y.
[20] Olanrewaju, A. S. T., Hossain, M. A., Whiteside, N., & Mercieca, P. (2020). Social media and entrepreneurship research: A literature review. International Journal of Information Management, 50, 90–110. doi:10.1016/j.ijinfomgt.2019.05.011.
[21] Neumeyer, X., Santos, S. C., Caetano, A., & Kalbfleisch, P. (2019). Entrepreneurship ecosystems and women entrepreneurs: a social capital and network approach. Small Business Economics, 53(2), 475–489. doi:10.1007/s11187-018-9996-5.
[22] Teh, S. S., & Hung Kee, D. M. (2021). Social media and open innovation: Implication for innovation performance among SMEs in Malaysia. International Journal of Business and Globalisation, 28(1–2), 38–47. doi:10.1504/IJBG.2021.115296.
[23] Laforge, J. M. L., & McLachlan, S. M. (2018). Learning communities and new farmer knowledge in Canada. Geoforum, 96, 256–267. doi:10.1016/j.geoforum.2018.07.022.
[24] Campante, F., Durante, R., & Tesei, A. (2022). Media and Social Capital. Annual Review of Economics, 14, 69–91. doi:10.1146/annurev-economics-083121-050914.
[25] Khan, A., Chen, C. C., Suanpong, K., Ruangkanjanases, A., Kittikowit, S., & Chen, S. C. (2021). The impact of CSR on sustainable innovation ambidexterity: The mediating role of sustainable supply chain management and second-order social capital. Sustainability (Switzerland), 13(21), 12160. doi:10.3390/su132112160.
[26] Singaraju, S. P., Nguyen, Q. A., Niininen, O., & Sullivan-Mort, G. (2016). Social media and value co-creation in multi-stakeholder systems: A resource integration approach. Industrial Marketing Management, 54, 44–55. doi:10.1016/j.indmarman.2015.12.009.
[27] Xie, L., Luo, B., & Zhong, W. (2021). How are smallholder farmers involved in digital agriculture in developing countries: A case study from China. Land, 10(3), 245. Land. doi:10.3390/land10030245.
[28] Dubey, R., Gunasekaran, A., Childe, S. J., Blome, C., & Papadopoulos, T. (2019). Big Data and Predictive Analytics and Manufacturing Performance: Integrating Institutional Theory, Resource-Based View and Big Data Culture. British Journal of Management, 30(2), 341–361. doi:10.1111/1467-8551.12355.
[29] Cao, X., Guo, X., Vogel, D. R., Liu, H., & Gu, J. (2012). Understanding the influence of social media in the workplace: An integration of media synchronicity and social capital theories. Proceedings of the Annual Hawaii International Conference on System Sciences, 3938–3947. doi:10.1109/HICSS.2012.618.
[30] El Khorazaty, N. (2021). Egyptian women’s agriculture contribution; Assessment of the gender gap for sustainable development. Master's Thesis, American University in Cairo, Cairo, Egypt.
[31] Park, S. M. (2025). Global sourcing patterns, domestic institutions, and commercial arbitration environments. Economics Bulletin, 45(1), 495–506.
[32] Moloudpourfard, B., Zarandi, M. T., & Pouyakian, M. (2025). Updating the “cost factor” in the William fine risk assessment method following economic power: A case study of selected production industries in Iran. Heliyon, 11(3), e42405. doi:10.1016/j.heliyon.2025.e42405.
[33] Huh, J. H., & Kim, K. Y. (2018). Time-based trend of carbon emissions in the composting process of swine manure in the context of agriculture 4.0. Processes, 6(9), 168. doi:10.3390/pr6090168.
[34] Braun, A. T., Colangelo, E., & Steckel, T. (2018). Farming in the Era of Industrie 4.0. Procedia CIRP, 72, 979–984. doi:10.1016/j.procir.2018.03.176.
[35] Marucci, A., Colantoni, A., Zambon, I., & Egidi, G. (2017). Precision farming in hilly areas: The use of network RTK in GNSS technology. Agriculture (Switzerland), 7(7), 60. doi:10.3390/agriculture7070060.
[36] Zambon, I., Cecchini, M., Egidi, G., Saporito, M. G., & Colantoni, A. (2019). Revolution 4.0: Industry vs. agriculture in a future development for SMEs. Processes, 7(1), 36. doi:10.3390/pr7010036.
[37] Kaplan, A. M., & Haenlein, M. (2010). Users of the world, unite! The challenges and opportunities of Social Media. Business Horizons, 53(1), 59–68. doi:10.1016/j.bushor.2009.09.003.
[38] Muller, E., & Peres, R. (2019). The effect of social networks structure on innovation performance: A review and directions for research. International Journal of Research in Marketing, 36(1), 3–19. doi:10.1016/j.ijresmar.2018.05.003.
[39] Aral, S., & Walker, D. (2014). Tie strength, embeddedness, and social influence: A large-scale networked experiment. Management Science, 60(6), 1352–1370. doi:10.1287/mnsc.2014.1936.
[40] Li, F., Larimo, J., & Leonidou, L. C. (2021). Social media marketing strategy: definition, conceptualization, taxonomy, validation, and future agenda. Journal of the Academy of Marketing Science, 49(1), 51–70. doi:10.1007/s11747-020-00733-3.
[41] Ghasemaghaei, M., & Calic, G. (2019). Does big data enhance firm innovation competency? The mediating role of data-driven insights. Journal of Business Research, 104, 69–84. doi:10.1016/j.jbusres.2019.07.006.
[42] Gnizy, I. (2019). Big data and its strategic path to value in international firms. International Marketing Review, 36(3), 318–341. doi:10.1108/IMR-09-2018-0249.
[43] Preikschas, M. W., Cabanelas, P., Rüdiger, K., & Lampón, J. F. (2017). Value co-creation, dynamic capabilities and customer retention in industrial markets. Journal of Business and Industrial Marketing, 32(3), 409–420. doi:10.1108/JBIM-10-2014-0215.
[44] Sun, X., Lv, X., & Liu, B. (2019). Study on the Ways of Training and Practice of New Type of Professional Farmers in the Perspective of Low Carbon Economy. IOP Conference Series: Materials Science and Engineering, 677(3), 032047. doi:10.1088/1757-899X/677/3/032047.
[45] Yan, J., Zhang, T., Zhou, X., & Li, H. (2025). Whose autonomy support is more effective in promoting exercise adherence in higher vocational college students - based on self-determined theory. BMC Public Health, 25(1), 395. doi:10.1186/s12889-025-21587-w.
[46] Yanhua, Z., Bangkhe, P., Sethakhajorn, S., Bangkheow, P., & Jujia, C. (2025). Research on Strategies for Promoting the Education Management of Higher vocational College Students’ Sustainable Career Planning Based on the SCCT Theory and SWOT Analysis. International Journal of Education and Literacy Studies, 13(1), 205–217. doi:10.7575/aiac.ijels.v.13n.1p.205.
[47] Geels, F. W. (2020). Micro-foundations of the multi-level perspective on socio-technical transitions: Developing a multi-dimensional model of agency through crossovers between social constructivism, evolutionary economics and neo-institutional theory. Technological Forecasting and Social Change, 152, 119894. doi:10.1016/j.techfore.2019.119894.
[48] Bell, R. (2020). Adapting to constructivist approaches to entrepreneurship education in the Chinese classroom. Studies in Higher Education, 45(8), 1694–1710. doi:10.1080/03075079.2019.1655724.
[49] Huang, X., Liu, C., Wei, Z., & Leung, X. Y. (2021). How children experience virtual reality travel: a psycho-physiological study based on flow theory. Journal of Hospitality and Tourism Technology, 12(4), 777–790. doi:10.1108/JHTT-07-2020-0186.
[50] Secundo, G., Del Vecchio, P., & Mele, G. (2021). Social media for entrepreneurship: myth or reality? A structured literature review and a future research agenda. International Journal of Entrepreneurial Behaviour and Research, 27(1), 149–177. doi:10.1108/IJEBR-07-2020-0453.
[51] Naik, H. S., & Möslein, K. M. (2016). Social media in user entrepreneurship. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9742, 428–436. doi:10.1007/978-3-319-39910-2_40.
[52] Kuchmaner, C. A., Wiggins, J., & Grimm, P. E. (2019). The Role of Network Embeddedness and Psychological Ownership in Consumer Responses to Brand Transgressions. Journal of Interactive Marketing, 47(1), 129–143. doi:10.1016/j.intmar.2019.05.006.
[53] Lai, Y., Sun, H., & Ren, J. (2018). Understanding the determinants of big data analytics (BDA) adoption in logistics and supply chain management: An empirical investigation. International Journal of Logistics Management, 29(2), 676–703. doi:10.1108/IJLM-06-2017-0153.
[54] Steel, G. (2017). Navigating (im)mobility: Female entrepreneurship and social media in Khartoum. Africa, 87(2), 233–252. doi:10.1017/S0001972016000930.
[55] Xiao, L., Guo, F., Yu, F., & Liu, S. (2019). The effects of online shopping context cues on consumers’ purchase intention for cross-border E-Commerce sustainability. Sustainability (Switzerland), 11(10), 2777. doi:10.3390/su11102777.
[56] Abdul Jalil, M. M., Mohd, F., Man, M., Ali, N., & Muhamad, S. (2019). Social media application usage and women entrepreneurship achievement through e-business model: Case of Setiu wetland. ACM International Conference Proceeding Series, Part F147956, 505–509. doi:10.1145/3316615.3316709.
[57] Fan, M., Qalati, S. A., Khan, M. A. S., Shah, S. M. M., Ramzan, M., & Khan, R. S. (2021). Effects of entrepreneurial orientation on social media adoption and SME performance: The moderating role of innovation capabilities. PLoS ONE, 16, 247320. doi:10.1371/journal.pone.0247320.
[58] Martín-Rojas, R., Garrido-Moreno, A., & García-Morales, V. J. (2020). Fostering Corporate Entrepreneurship with the use of social media tools. Journal of Business Research, 112, 396–412. doi:10.1016/j.jbusres.2019.11.072.
[59] Al-Omoush, K. S., Simón-Moya, V., Al-ma’aitah, M. A., & Sendra-García, J. (2021). The determinants of social CRM entrepreneurship: An institutional perspective. Journal of Business Research, 132, 21–31. doi:10.1016/j.jbusres.2021.04.017.
[60] Noel-Storr, A., Dooley, G., Elliott, J., Steele, E., Shemilt, I., Mavergames, C., Wisniewski, S., McDonald, S., Murano, M., Glanville, J., Foxlee, R., Beecher, D., Ware, J., & Thomas, J. (2021). An evaluation of Cochrane Crowd found that crowdsourcing produced accurate results in identifying randomized trials. Journal of Clinical Epidemiology, 133, 130–139. doi:10.1016/j.jclinepi.2021.01.006.
[61] Fischer, E., & Rebecca Reuber, A. (2014). Online entrepreneurial communication: Mitigating uncertainty and increasing differentiation via Twitter. Journal of Business Venturing, 29(4), 565–583. doi:10.1016/j.jbusvent.2014.02.004.
[62] Jia-Tao, H. (2017). The Effect of Crossover Marketing on Co-creation Experiences in Mobile Internet. Forecasting, 14(7), 1052–1061.
[63] Parida, V., Oghazi, P., & Cedergren, S. (2016). A study of how ICT capabilities can influence dynamic capabilities. Journal of Enterprise Information Management, 29(2), 179–201. doi:10.1108/JEIM-07-2012-0039.
[64] Makhloufi, L., Azbiya Yaacob, N., Laghouag, A. A., Ali Sahli, A., & Belaid, F. (2021). Effect of IT capability and intangible IT resources on sustainable competitive advantage: Exploring moderating and mediating effect of IT flexibility and core competency. Cogent Business and Management, 8(1), 1935665. doi:10.1080/23311975.2021.1935665.
[65] Yang, S., & Berger, R. (2017). Relation between start-ups’ online social media presence and fundraising. Journal of Science and Technology Policy Management, 8(2), 161–180. doi:10.1108/JSTPM-09-2016-0022.
[66] Wang, L., & Wang, S. (2020). The Influence of Flow Experience on Online Consumers’ Information Searching Behavior: An Empirical Study of Chinese College Students. Data and Information Management, 4(4), 250–257. doi:10.2478/dim-2020-0043.
[67] Xu, Y., Wang, Y., Khan, A., & Zhao, R. (2021). Consumer Flow Experience of Senior Citizens in Using Social Media for Online Shopping. Frontiers in Psychology, 12, 12. doi:10.3389/fpsyg.2021.732104.
[68] Barney, J. B. (1996). The resource-based theory of the firm. Organization Science, 7(5), 469-469. doi:10.1287/orsc.7.5.469.
[69] Tao, Y. T., Lin, M. Der, & Khan, A. (2022). The impact of CSR on green purchase intention: Empirical evidence from the green building Industries in Taiwan. Frontiers in Psychology, 13, 1055505. doi:10.3389/fpsyg.2022.1055505.
[70] Khan, A., Chen, C. C., Lu, K. H., Wibowo, A., Chen, S. C., & Ruangkanjanases, A. (2021). Supply chain ambidexterity and green SCM: Moderating role of network capabilities. Sustainability (Switzerland), 13(11), 5974. doi:10.3390/su13115974.
[71] Alvarez, S., & Barney, J. B. (2011). Discovery and Creation: Alternative Theories of Entrepreneurial Action. SSRN Electronic Journal, 1(1‐2), 11–26. doi:10.2139/ssrn.900200.
[72] Brush, C. G., Greene, P. G., & Hart, M. M. (2002). From initial idea to unique advantage: The entrepreneurial challenge of constructing a resource base. IEEE Engineering Management Review, 30(1), 86–99. doi:10.1109/EMR.2002.1022409.
[73] Chang, Y. Y., & Chen, M. H. (2020). Creative entrepreneurs’ creativity, opportunity recognition, and career success: Is resource availability a double-edged sword? European Management Journal, 38(5), 750–762. doi:10.1016/j.emj.2020.03.004.
[74] Wu, L. Y. (2006). Resources, dynamic capabilities and performance in a dynamic environment: Perceptions in Taiwanese IT enterprises. Information and Management, 43(4), 447–454. doi:10.1016/j.im.2005.11.001.
[75] Ge, B. S., & Dong, B. B. (2008). Resource integration process and venture performance: Based on the contingency model of resource integration capability. 2008 International Conference on Management Science and Engineering 15th Annual Conference Proceedings, ICMSE, 291–297. doi:10.1109/ICMSE.2008.4668930.
[76] Roshandel-Arbatani, T., Kawamorita, H., Ghanbary, S., & Ebrahimi, P. (2019). Modelling media entrepreneurship in social media: SEM and MLP-ANN Approach. AD-minister, (34), 35-57. doi:10.17230/ad-minister.34.2.
[77] Wang, L., Yan, J., Lin, J., & Cui, W. (2017). Let the users tell the truth: Self-disclosure intention and self-disclosure honesty in mobile social networking. International Journal of Information Management, 37(1), 1428–1440. doi:10.1016/j.ijinfomgt.2016.10.006.
[78] Yahia, I. Ben, Al-Neama, N., & Kerbache, L. (2018). Investigating the drivers for social commerce in social media platforms: Importance of trust, social support and the platform perceived usage. Journal of Retailing and Consumer Services, 41, 11–19. doi:10.1016/j.jretconser.2017.10.021.
[79] Singh, A. (2013). Social media and corporate agility. Global Journal of Flexible Systems Management, 14(4), 255–260. doi:10.1007/s40171-013-0043-8.
[80] Zhou, X., & Mao, J.-Y. (2019). Enabling Process and Success Factors of Social Media Entrepreneurship. Academy of Management Proceedings, 15992. doi:10.5465/ambpp.2019.15992abstract.
[81] Zhang, D., Yin, J., Zhu, X., & Zhang, C. (2017). User Profile Preserving Social Network Embedding. Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence (IJCAI 2017), 3378–3384. doi:10.5555/3172077.3172361.
[82] Fornell, C., & Larcker, D. F. (1981). Evaluating Structural Equation Models with Unobservable Variables and Measurement Error. Journal of Marketing Research, 18(1), 39–50. doi:10.1177/002224378101800104.
[83] Eze, S. C., Chinedu-Eze, V. C., & Bello, A. O. (2021). Some antecedent factors that shape SMEs adoption of social media marketing applications: a hybrid approach. Journal of Science and Technology Policy Management, 12(1), 41–61. doi:10.1108/JSTPM-06-2019-0063.
[84] Metaxiotis, K. (2009). Exploring the rationales for ERP and knowledge management integration in SMEs. Journal of Enterprise Information Management, 22(1–2), 51–62. doi:10.1108/17410390910922822.
[85] Chang, C. H. (2017). Enhancing new product development performance from adaptive ability and relationship learning: the mediation role of resource integration. Total Quality Management and Business Excellence, 28(1–2), 62–75. doi:10.1080/14783363.2015.1050165.
[86] Centobelli, P., Cerchione, R., & Esposito, E. (2017). Knowledge management in startups: Systematic literature review and future research agenda. Sustainability (Switzerland), 9(3), 361. doi:10.3390/su9030361.
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