Understanding the Technological-Organizational-Environmental Concepts on SMEs' Performance in Emerging Market
DOI:
https://doi.org/10.18502/kss.v9i11.15756Abstract
This research focuses on integrating digital platforms in small and medium-sized enterprises (SMEs), emphasizing the importance of efficient stakeholder communication for their success. Additional scholarly investigation is required to examine the correlation between SME success and social media adoption, with a focus on emerging countries. This study examines how technology-organizational-environmental (TOE) factors affect digital social communication and SME success in developing nations. Through employing the TOE framework, this study attempts to explain the determinants of social media adoption and its subsequent effect on the performance of SMEs. Data will be gathered through the utilization of a well-organized questionnaire disseminated online to a randomly selected group of participants from SMEs in Indonesia. Partial-leastsquares- structural-equation-modeling will be employed to conduct the route analysis, with the involvement of SME owners, executives, and managers. Furthermore, the study will evaluate how social media influences the connection between TOE qualities and SME performance. The findings will demonstrate a clear and favorable correlation between the TOE components, and the interaction between SME performance and social media adoption. This research will enhance the existing body of knowledge in this domain by offering valuable insights for professionals and scholars interested in the use of social media in SMEs.
Keywords: digital social communication, SME, TOE
References
Statista. Number of internet and social media users worldwide as of april 2023 [Internet]. New York: Statista Inc.; 2023 [cited 2023 Jul 12]. Available from: https://www.statista.com/statistics/617136/digital-population-worldwide/
Sturgeon TJ. Upgrading strategies for the digital economy. Global Strategy Journal. 2021;11(1):34-57. https://doi.org/10.1002/gsj.1364
Low MP, Seah CS, Cham T-H, Teoh SH. Digitalization adoption for digital economy: An examination of Malaysian small medium-sized enterprises through the technology–organization–environment framework. Business Process Management Journal. 2022;28(7):1473-1494. https://doi.org/10.1108/BPMJ-06-2022-0282
Qalati SA, Ostic D, Shuibin G, Mingyue F. A mediated–moderated model for social media adoption and small and medium-sized enterprise performance in emerging countries. Managerial and Decision Economics. 2022;43(3):846-861. https://doi.org/10.1002/mde.3422
Chatterjee S, Kar AK. Why do small and medium enterprises use social media marketing and what is the impact: Empirical insights from India. International Journal of Information Management. 2020;53:102103. https://doi.org/10.1016/j.ijinfomgt.2020.102103
AlQershi N, Mokhtar SSM, Abas ZB. Innovative CRM and performance of SMEs: The moderating role of relational capital. Journal of Open Innovation: Technology, Market, and Complexity. 2020;6(4). https://doi.org/10.3390/joitmc6040155
Olanrewaju A-ST, Hossain MA, Whiteside N, Mercieca P. Social media and entrepreneurship research: A literature review. International Journal of Information Management. 2020;50:90-110. https://doi.org/10.1016/j.ijinfomgt.2019.05.011
Sohn JW, Kim JK. Factors that influence purchase intentions in social commerce. Technology in Society. 2020;63:101365. https://doi.org/10.1016/j.techsoc.2020.101365
Pamuksuz U, Yun JT, Humphreys A. A brand-new look at you: Predicting brand personality in social media networks with machine learning. Journal of Interactive Marketing. 2021;56:55-69. https://doi.org/10.1016/j.intmar.2021.05.001
Melović B, Jocović M, Dabić M, Vulić TB, Dudic B. The impact of digital transformation and digital marketing on the brand promotion, positioning and electronic business in Montenegro. Technology in Society. 2020;63:101425. https://doi.org/10.1016/j.techsoc.2020.101425
Susanto P, Hoque ME, Shah NU, Candra AH, Hashim NMHN, Abdullah NL. Entrepreneurial orientation and performance of SMEs: The roles of marketing capabilities and social media usage. Journal of Entrepreneurship in Emerging Economies. 2023;15(2):379-403. https://doi.org/10.1108/JEEE-03-2021-0090
Hu L, Olivieri M, Rialti R. Dynamically adapting to the new normal: Unpacking smes’ adoption of social media during Covid-19 outbreaks. Journal of Business & Industrial Marketing. 2023;38(8):1675-1688. https://doi.org/10.1108/JBIM-01-2022-0052
Bank W. Small and medium enterprises (SMEs) finance [Internet]. Washington DC: World Bank; 2023 [cited 2023 Jul 12]. Available from: https://www.worldbank.org/en/topic/smefinance
Amoah YS-A, Tiew FNH, Yap CS. Internationalisation strategies of emerging market firms: Evidence from Sarawak, Malaysia. Review of International Business and Strategy. 2022;32(4):655-676. https://doi.org/10.1108/RIBS-07-2021-0099
Liang Y, Giroud A, Rygh A. Emerging multinationals’ strategic asset-seeking M&As: A systematic review. International Journal of Emerging Markets. 2021;16(7):1348-1372. https://doi.org/10.1108/IJOEM-12-2019-1059
Ha H, Chuah CKP. Digital economy in Southeast Asia: Challenges, opportunities and future development. Southeast Asia: A Multidisciplinary Journal. 2023;23(1):19-35. https://doi.org/10.1108/SEAMJ-02-2023-0023
Company MaBa. Southeast Asia’s digital consumers: A new stage of evolution [Internet]. Boston: Bain & Company; 2022 [cited 2023 Jul 13]. Available from: https://www.bain.com/globalassets/noindex/2022/meta_bain_syncsea_2022.pdf
Alraja MN, Khan SF, Khashab B, Aldaas R. Does facebook commerce enhance SMEs performance? A structural equation analysis of Omani SMEs. SAGE Open. 2020;10(1):215824401990018. https://doi.org/10.1177/2158244019900186
Qalati SA, Ostic D, Sulaiman MABA, Gopang AA, Khan A. Social media and SMEs’ performance in developing countries: Effects of technological-organizational-environmental factors on the adoption of social media. SAGE Open. 2022;12(2):215824402210945. https://doi.org/10.1177/21582440221094594
IDC. Southeast Asian companies to generate more than 15% of their revenue from digital products and services by 2023, idc predicts huge growth opportunity for cloud businesses [Internet]. Needham, MA: IDC; 2022 [cited 2023 Aug 3]. Available from: https://www.idc.com/getdoc.jsp?containerId=prAP49619722.
Cranmer EE, Urquhart C, Dieck MCT, Jung T. Developing augmented reality business models for SMEs in tourism. Information & Management. 2021;58(8):103551. https://doi.org/10.1016/j.im.2021.103551
Mahakittikun T, Suntrayuth S, Bhatiasevi V. The impact of technological-organizational-environmental (TOE) factors on firm performance: Merchant’s perspective of mobile payment from Thailand’s retail and service firms. Journal of Asia Business Studies. 2021;15(2):359-383. https://doi.org/10.1108/JABS-01-2020-0012
Qalati SA, Yuan LW, Khan MAS, Anwar F. A mediated model on the adoption of social media and SMEs’ performance in developing countries. Technology in Society. 2021;64:101513. https://doi.org/10.1016/j.techsoc.2020.101513
Tarsakoo P, Charoensukmongkol P. Dimensions of social media marketing capabilities and their contribution to business performance of firms in Thailand. Journal of Asia Business Studies. 2019;14(4):441-461. https://doi.org/10.1108/JABS-07-2018-0204
Tornatzky LG, Fleischer M, Chakrabarti AK. The processes of technological innovation. Maryland: Lexington Books; 1990. 328 p.
Abed SS. Social commerce adoption using TOE framework: An empirical investigation of Saudi Arabian SMEs. International Journal of Information Management. 2020;53:102118. https://doi.org/10.1016/j.ijinfomgt.2020.102118
Pateli A, Mylonas N, Spyrou A. Organizational adoption of social media in the hospitality industry: An integrated approach based on DIT and TOE frameworks. Sustainability. 2020;12(17):7132. https://doi.org/10.3390/su12177132
Rogers TEBEM. Diffusion of innovations theory and work-site AIDS programs. Journal of Health Communication. 1998;3(1):17-28. https://doi.org/10.1080/108107398127481
Barney JB. Resource-based theories of competitive advantage: A ten-year retrospective on the resource-based view. Journal of Management. 2001;27(6):643-650. https://doi.org/10.1177/014920630102700602
Bag S, Rahman MS, Gupta S, Wood LC. Understanding and predicting the determinants of blockchain technology adoption and SMEs’ performance. The International Journal of Logistics Management. 2022. https://doi.org/10.1108/IJLM-01-2022-0017
Chatterjee S, Nguyen B, Ghosh SK, Bhattacharjee KK, Chaudhuri S. Adoption of artificial intelligence integrated CRM system: An empirical study of Indian organizations. The Bottom Line. 2020;33(4):359-375. https://doi.org/10.1108/BL-08-2020-0057
Hashimy L, Jain G, Grifell-Tatjé E. Determinants of blockchain adoption as decentralized business model by Spanish firms – An innovation theory perspective. Industrial Management & Data Systems. 2023;123(1):204-228. https://doi.org/10.1108/IMDS-01-2022-0030
Nguyen TH, Le XC, Vu THL. An extended technology-organization-environment (TOE) framework for online retailing utilization in digital transformation: Empirical evidence from Vietnam. Journal of Open Innovation: Technology, Market, and Complexity. 2022;8(4):200. https://doi.org/10.3390/joitmc8040200
Ali Abbasi G, Abdul Rahim NF, Wu H, Iranmanesh M, Keong BNC. Determinants of SME’s social media marketing adoption: Competitive industry as a moderator. SAGE Open. 2022;12(1):215824402110672. https://doi.org/10.1177/21582440211067220
Maroufkhani P, Iranmanesh M, Ghobakhloo M. Determinants of big data analytics adoption in small and medium-sized enterprises (SMEs). Industrial Management & Data Systems. 2023;123(1):278-301. https://doi.org/10.1108/IMDS-11-2021-0695
Alraja MN, Imran R, Khashab BM, Shah M. Technological innovation, sustainable green practices and SMEs sustainable performance in times of crisis (Covid-19 pandemic). Information Systems Frontiers. 2022;24(4):1081-1105. https://doi.org/10.1007/s10796-022-10250-z
Chatterjee S, Chaudhuri R, Vrontis D, Thrassou A. Revisiting the resource-based view (RBV) theory: From cross-functional capabilities perspective in post COVID-19 period. Journal of Strategic Marketing. 2023:1-16. https://doi.org/10.1080/0965254X.2023.2182447
Chaudhuri A, Subramanian N, Dora M. Circular economy and digital capabilities of SMEs for providing value to customers: Combined resource-based view and ambidexterity perspective. Journal of Business Research. 2022;142:32-44. https://doi.org/10.1016/j.jbusres.2021.12.039
Agyapong A, Essuman D, Yeboah LAK. Performance implications of strategic planning and marketing capability in micro and small businesses in an emerging African economy: A contingent resource-based view. Journal of Small Business & Entrepreneurship. 2021;33(1):29-48. https://doi.org/10.1080/08276331.2018.1507415
Chege SM, Wang D. Information technology innovation and its impact on job creation by SMEs in developing countries: An analysis of the literature review. Technology Analysis & Strategic Management. 2020;32(3):256-271. https://doi.org/10.1080/09537325.2019.1651263
Chege SM, Wang D, Suntu SL. Impact of information technology innovation on firm performance in Kenya. Information Technology for Development. 2020;26(2):316-345. https://doi.org/10.1080/02681102.2019.1573717
Ali Qalati S, Li W, Ahmed N, Ali Mirani M, Khan A. Examining the factors affecting SME performance: The mediating role of social media adoption. Sustainability. 2020;13(1):75. https://doi.org/10.3390/su13010075
Maroufkhani P, Tseng M-L, Iranmanesh M, Ismail WKW, Khalid H. Big data analytics adoption: Determinants and performances among small to medium-sized enterprises. International Journal of Information Management. 2020;54:102190. https://doi.org/10.1016/j.ijinfomgt.2020.102190
Ainin S, Parveen F, Moghavvemi S, Jaafar NI, Mohd Shuib NL. Factors influencing the use of social media by SMEs and its performance outcomes. Industrial Management & Data Systems. 2015;115(3):570-588. https://doi.org/10.1108/IMDS-07-2014-0205
Ahmad SZ, Abu Bakar AR, Ahmad N. Social media adoption and its impact on firm performance: The case of the UAE. International Journal of Entrepreneurial Behavior & Research. 2019;25(1):84-111. https://doi.org/10.1108/IJEBR-08-2017-0299
Wong L-W, Leong L-Y, Hew J-J, Tan GW-H, Ooi K-B. Time to seize the digital evolution: Adoption of blockchain in operations and supply chain management among malaysian SMEs. International Journal of Information Management. 2020;52:101997. https://doi.org/10.1016/j.ijinfomgt.2019.08.005
Effendi MI, Sugandini D, Istanto Y. Social media adoption in SMEs impacted by COVID-19: The TOE model. The Journal of Asian Finance, Economics and Business. 2020;7(11):915-925. https://doi.org/10.13106/JAFEB.2020.VOL7.NO11.915
Hamad H, Elbeltagi I, El-Gohary H. An empirical investigation of business-to-business e-commerce adoption and its impact on SMEs competitive advantage: The case of Egyptian manufacturing SMEs. Strategic Change. 2018;27(3):209-229. https://doi.org/10.1002/jsc.2196
Al Halbusi H, Alhaidan H, Abdelfattah F, Ramayah T, Cheah J-H. Exploring social media adoption in small and medium enterprises in Iraq: Pivotal role of social media network capability and customer involvement. Technology Analysis & Strategic Management. 2022:1-18. https://doi.org/10.1080/09537325.2022.2125374
Skafi M, Yunis MM, Zekri A. Factors influencing SMEs’ adoption of cloud computing services in Lebanon: An empirical analysis using TOE and contextual theory. IEEE Access. 2020;8:79169-79181. https://doi.org/10.1109/ACCESS.2020.2987331
Eze SC, Chinedu-Eze VCA, Awa HO. Key success factors (KSFS) underlying the adoption of social media marketing technology. SAGE Open. 2021;11(2):215824402110066. https://doi.org/10.1177/21582440211006695
Sharma S, Singh G, Aiyub AS. Use of social networking sites by SMEs to engage with their customers: A developing country perspective. Journal of Internet Commerce. 2020;19(1):62-81. https://doi.org/10.1080/15332861.2019.1695180
Lo F-Y, Fu P-H. The interaction of chief executive officer and top management team on organization performance. Journal of Business Research. 2016;69(6):2182-2186. https://doi.org/10.1016/j.jbusres.2015.12.027
Elbanna A, Newman M. The bright side and the dark side of top management support in digital transformaion –A hermeneutical reading. Technological Forecasting and Social Change. 2022;175:121411. https://doi.org/10.1016/j.techfore.2021.121411
Tajudeen FP, Jaafar NI, Ainin S. Understanding the impact of social media usage among organizations. Information & Management. 2018;55(3):308-321. https://doi.org/10.1016/j.im.2017.08.004
Chandra Y, Styles C, Wilkinson I. The recognition of first time international entrepreneurial opportunities: Evidence from firms in knowledgebased industries. International Marketing Review. 2009;26(1):30-61. https://doi.org/10.1108/02651330910933195
Bialkova S, Te Paske S. Campaign participation, spreading electronic word of mouth, purchase: How to optimise corporate social responsibility, CSR, effectiveness via social media? European Journal of Management and Business Economics. 2020;30(1):108-126. https://doi.org/10.1108/EJMBE-08-2020-0244
Cao G, Weerawardena J. Strategic use of social media in marketing and financial performance: The B2B SME context. Industrial Marketing Management. 2023;111:41-54. https://doi.org/10.1016/j.indmarman.2023.03.007
Dar IA, Mishra M. Dimensional impact of social capital on financial performance of SMEs. The Journal of Entrepreneurship. 2020;29(1):38-52. https://doi.org/10.1177/0971355719893499
Sopha BM, Jie F, Himadhani M. Analysis of the uncertainty sources and SMEs’ performance. Journal of Small Business & Entrepreneurship. 2021;33(1):1-27. https://doi.org/10.1080/08276331.2020.1764737
Fan M, Qalati SA, Khan MAS, Shah SMM, Ramzan M, Khan RS. Effects of entrepreneurial orientation on social media adoption and SME performance: The moderating role of innovation capabilities. Plos One. 2021;16(4):e0247320. https://doi.org/10.1371/journal.pone.0247320
Sahaym A, Datta AA, Brooks S. Crowdfunding success through social media: Going beyond entrepreneurial orientation in the context of small and medium-sized enterprises. Journal of Business Research. 2021;125:483-494. https://doi.org/10.1016/j.jbusres.2019.09.026
Andries P, Debackere K. Adaptation in new technology-based ventures: Insights at the company level. International Journal of Management Reviews. 2006;8(2):91-112. https://doi.org/10.1111/j.1468-2370.2006.00122.x
Thong JYL, Yap CS. Ceo characteristics, organizational characteristics and information technology adoption in small businesses. Omega. 1995;23(4):429-442. https://doi.org/10.1016/0305-0483(95)00017-I
Alshamaila Y, Papagiannidis S, Li F. Cloud computing adoption by SMEs in the North East of England: A multi-perspective framework. Journal of Enterprise Information Management. 2013;26(3):250-275. https://doi.org/10.1108/17410391311325225
Ur Rahman R, Ali Shah SM, El-Gohary H et al. Social media adoption and financial sustainability: Learned lessons from developing countries. Sustainability. 2020;12(24):10616. https://doi.org/10.3390/su122410616
Levenburg N, Magal S, Kosalge P. An exploratory investigation of organizational factors and e-business motivations among SMFOEs in the US. Electronic Markets. 2006;16(1):70-84. https://doi.org/10.1080/10196780500491402
Khan KU, Xuehe Z, Atlas F, Khan F. The impact of dominant logic and competitive intensity on SMEs performance: A case from China. Journal of Innovation & Knowledge. 2019;4(1):1-11. https://doi.org/10.1016/j.jik.2018.10.001
Yang H, Yang J. The effects of transformational leadership, competitive intensity and technological innovation on performance. Technology Analysis & Strategic Management. 2019;31(3):292-305. https://doi.org/10.1080/09537325.2018.1498475
Khayer A, Talukder MS, Bao Y, Hossain MN. Cloud computing adoption and its impact on smes’ performance for cloud supported operations: A dual-stage analytical approach. Technology in Society. 2020;60:101225. https://doi.org/10.1016/j.techsoc.2019.101225
Soewarno N, Tjahjadi B. Mediating effect of strategy on competitive pressure, stakeholder pressure and strategic performance management (SPM): Evidence from heis in Indonesia. Benchmarking: An International Journal. 2020;27(6):1743-1764. https://doi.org/10.1108/BIJ-06-2019-0292
Sin KY, Osman A, Salahuddin SN, Abdullah S, Lim YJ, Sim CL. Relative advantage and competitive pressure towards implementation of e-commerce: Overview of small and medium enterprises (SMEs). Procedia Economics and Finance. 2016;35:434-443. https://doi.org/10.1016/S2212-5671(16)00054-X
Tella A, Ukwoma SC, Kayode AI. A two models modification for determining cloud computing adoption for web-based services in academic libraries in Nigeria. The Journal of Academic Librarianship. 2020;46(6):102255. https://doi.org/10.1016/j.acalib.2020.102255
Geurin AN, Burch LM. User-generated branding via social media: An examination of six running brands. Sport Management Review. 2017;20(3):273-284. https://doi.org/10.1016/j.smr.2016.09.001
Seo S-W, Kim H-C, Zhu Z-Y, Lee J-T. What makes hotel chefs in Korea interact with sns community at work? Modeling the interplay between social capital and job satisfaction by the level of customer orientation. International Journal of Environmental Research and Public Health. 2020;17(19):7129. https://doi.org/10.3390/ijerph17197129
Dias Canedo E, Morais Do Vale AP, Patrão RL et al. Information and communication technology (ICT) governance processes: A case study. Information. 2020;11(10):462. https://doi.org/10.3390/info11100462
Lutfi A. Investigating the moderating role of environmental uncertainty between institutional pressures and ERP adoption in jordanian SMEs. Journal of Open Innovation: Technology, Market, and Complexity. 2020;6(3):91. https://doi.org/10.3390/joitmc6030091
Chege SM, Wang D. The influence of technology innovation on SME performance through environmental sustainability practices in Kenya. Technology in Society. 2020;60:101210. https://doi.org/10.1016/j.techsoc.2019.101210
Erdin C, Ozkaya G. Contribution of small and medium enterprises to economic development and quality of life in Turkey. Heliyon. 2020;6(2):e03215. https://doi.org/10.1016/j.heliyon.2020.e03215
Domma F, Errico L. The impact of social media adoption on innovative SMEs’ performance. International Review of Applied Economics. 2023;37(3):324-356. https://doi.org/10.1080/02692171.2023.2205108
Solomon OH, Allen T, Wangombe W. Analysing the factors that influence social media adoption among SMEs in developing countries. Journal of International Entrepreneurship. 2023. https://doi.org/10.1007/s10843-023-00330-9
