Main Article Content
Abstract
This study explores the impact of e-commerce on sales performance, mediated by innovation, among agricultural business entrepreneurs in Polewali Mandar, West Sulawesi Province. Utilizing a quantitative research design, data were collected from 97 agricultural entrepreneurs who have adopted technology in their sales processes. The study employs WarpPLS 8.0 for data analysis to test the hypothesized relationships between e-commerce, innovation, and sales performance. Results indicate that e-commerce significantly enhances sales performance both directly (path coefficient = 0.727, p < 0.001) and through innovation (path coefficient = 0.207, p = 0.001). Additionally, e-commerce positively impacts innovation (path coefficient = 0.901, p < 0.001), and innovation itself significantly boosts sales performance (path coefficient = 0.230, p < 0.001). These findings corroborate prior research, underscoring the importance of effective resource management, strategic goal alignment, and employee competencies in improving sales outcomes. Advanced technologies, such as machine learning, further enhance businesses' ability to predict and optimize sales strategies. For agribusiness entrepreneurs in Polewali Mandar, the study highlights the necessity of embracing digital transformation. Despite initial skepticism, the integration of e-commerce platforms and innovative marketing strategies can expand market reach, improve operational efficiency, and build consumer trust. This research provides practical recommendations for leveraging digital technologies to drive growth and profitability. By focusing on consistent and relevant digital content, agribusinesses can overcome barriers and achieve sustainable competitive advantages. The findings underscore the critical role of digital and technological innovations in fostering business success in the agricultural sector.
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Article Details
References
- Ahmad, A. (2022). Antecedents of Technological Innovation and Further Impact on Organizational Performance. Journal of Digitovation and Information System. https://doi.org/10.54433/jdiis.2022100009
- Anto, A. P., Rozario, A., & N.c, D. R. (2023). Content Influence on Brand Loyalty. Interantional Journal of Scientific Research in Engineering and Management. https://doi.org/10.55041/ijsrem26102
- Azaryan, E., & Makhnonosov, D. (2023). Digital Transformation Strategy of E-Commerce. Ekonomika I Upravlenie: Problemy, Resheniya. https://doi.org/10.36871/ek.up.p.r.2023.07.03.020
- Biswas, B., Sanyal, M., & Mukherjee, T. (2023). AI-Based Sales Forecasting Model for Digital Marketing. Int. J. E Bus. Res., 19, 1–14. https://doi.org/10.4018/ijebr.317888
- Cahyani, P. D., Welsa, H., & Aji, G. K. (2022). The Effect Of Social Media Marketing, Perceived Quality On Brand Loyalty, With Brand Trust As Intervening Variables ( Study on Tokopedia E-commerce in Yogayakarta). International Journal of Economics, Business and Accounting Research (IJEBAR). https://doi.org/10.29040/ijebar.v6i2.4555
- Domnich, Y. (2022). The Impact of Product and Process Innovations on Productivity: A Review of Empirical Studies. Foresight and STI Governance. https://doi.org/10.17323/2500-2597.2022.3.68.82
- Fareed, F., Saeed, S., & Zulfiqar, S. (2023). Does Innovation Determine the Operational and Financial Performance? Evidence From Banking Sector of Pakistan. Pakistan Journal of Social Research. https://doi.org/10.52567/pjsr.v5i01.1039
- Gao, J., Siddik, A. B., Abbas, S. K., Hamayun, M., Masukujjaman, M., & Alam, S. S. (2023). Impact of E-Commerce and Digital Marketing Adoption on the Financial and Sustainability Performance of MSMEs during the COVID-19 Pandemic: An Empirical Study. Sustainability. https://doi.org/10.3390/su15021594
- Haudi, H., Handayani, W., Musnaini, Suyoto, Y. T., Praseti, T., Pitaloka, E., Wijoyo, H., Yonata, H., Koho, I. R., & Cahyono, Y. (2022). The effect of social media marketing on brand trust, brand equity and brand loyalty. International Journal of Data and Network Science. https://doi.org/10.5267/j.ijdns.2022.1.015
- Jallouli, R., & Kaabi, S. (2022). Mapping Top Strategic E-commerce Technologies in the Digital Marketing Literature. Journal of Telecommunications and the Digital Economy. https://doi.org/10.18080/jtde.v10n3.554
- Jia, F., Zhang, R., & Li, J. (2023). The impact of continuous use intention of cooperative members on new agricultural technologies. Frontiers in Psychology, 14. https://doi.org/10.3389/fpsyg.2023.1089362
- Kadam, D. S., Dhole, K., Kumar, A., Gupta, N., & Mishra, S. (2023). Business Review on Amazons Digital Marketing. International Journal of Advanced Research in Science, Communication and Technology. https://doi.org/10.48175/ijarsct-7872
- Kerr, P. D., & Marcos-Cuevas, J. (2022). The interplay between objective and subjective measures of salesperson performance: Towards an integrated approach. Journal of Personal Selling & Sales Management, 42, 225–242. https://doi.org/10.1080/08853134.2022.2044344
- Khan, S. (2023). The Role Of Digital Influencer Credibility On Purchase Intention And The Mediating Effect Of Customer Trust And Engagement. Global Journal for Management and Administrative Sciences. https://doi.org/10.46568/gjmas.v4i1.177
- Kim, J., He, N., & Miles, I. (2023). Live Commerce Platforms: A New Paradigm for E-Commerce Platform Economy. Journal of Theoretical and Applied Electronic Commerce Research. https://doi.org/10.3390/jtaer18020049
- Kyaw, K. S., Tepsongkroh, P., Thongkamkaew, C., & Sasha, F. (2023). Business Intelligent Framework Using Sentiment Analysis for Smart Digital Marketing in the E-Commerce Era. Asia Social Issues. https://doi.org/10.48048/asi.2023.252965
- Leung, F. F., Gu, F. F., Li, Y., Zhang, J. Z., & Palmatier, R. W. (2022). Influencer Marketing Effectiveness. Journal of Marketing, 86, 93–115. https://doi.org/10.1177/00222429221102889
- Madelline, F. (2023). The Influence of Social Media Marketing and Perceived Quality on Brand Loyalty Mediated by Trust (An Empirical Study on Chatime Customers in Jabodetabek). Jurnal Indonesia Sosial Sains. https://doi.org/10.59141/jiss.v4i10.912
- Mittal, S., Dhingra, S., & Aggarwal, N. (2023). Impact of Website Quality on Customer Satisfaction and Purchase Intention in the E-Commerce Sector in India. Tuijin Jishu/Journal of Propulsion Technology. https://doi.org/10.52783/tjjpt.v44.i4.1058
- Mohammad, A. M. A. (2022). The Impact of Digital Marketing Success on Customer Loyalty. Marketing and Management of Innovations. https://doi.org/10.21272/mmi.2022.3-09
- Moshchynska, M.-A., & Tsalan, M. (2023). The Influence Of Innovative Technologies On The Development Of Electronic Trade. Herald UNU. International Economic Relations And World Economy. https://doi.org/10.32782/2413-9971/2023-49-17
- Musau, N. (2023). Influence of Self-Efficacy and Emotional Intelligence on The Performance of Sales Managers: A Case of a FMCG in Nairobi, Kenya. International Journal of Research and Innovation in Social Science. https://doi.org/10.47772/ijriss.2023.70566
- Naveen, S., & Nair, C. (2023). Impact of Product and Process Innovations on the Performance of SMEs. International Journal of Scientific and Academic Research. https://doi.org/10.54756/ijsar.2023.v3.2.6
- Nnahiwe, P., Hejkrlik, J., & Bavorova, M. (2023). Adopting modern agricultural technologies and impact on economic performance: Evidence from cashew farmers in Kenya. International Food and Agribusiness Management Review. https://doi.org/10.22434/ifamr2021.0100
- Pandey, K. M., Kumar, H., Dahikar, C., & Rajyalaskhmi, D. N. C. (2023). Influencer Marketing: A New Frontier for Brand Awareness in the Digital Era. International Journal for Research in Applied Science and Engineering Technology. https://doi.org/10.22214/ijraset.2023.56239
- Parwal, V., & S, R. K. J. (2023). Impact of Instagram Influencers on Consumer Behaviour. International Journal For Multidisciplinary Research. https://doi.org/10.36948/ijfmr.2023.v05i06.9449
- Purnomo, Y. J. (2023). Digital Marketing Strategy to Increase Sales Conversion on E-commerce Platforms. Journal of Contemporary Administration and Management (ADMAN). https://doi.org/10.61100/adman.v1i2.23
- Shcherbyna, O. (2023). Sales Performance Indicators At Construction Companies. Actual Problems of Economics. https://doi.org/10.32752/1993-6788-2023-1-261-6-15
- Shehata, G., El-Habal, A. Z. M., El-Sharbatly, S. I., & Abdulrazzaq, A. H. (2022). Impact of Farmers’ Use of Information Technology to Improve Agricultural Marketing Extension Services in Wasit Governorate, Iraq. Advances in Social Sciences Research Journal. https://doi.org/10.14738/assrj.92.11846
- Sihare, S. R. (2022). Future Digital Marketing Revolutionizing E- Commerce. Towards Excellence. https://doi.org/10.37867/te1401120
- Soava, G., Mehedintu, A., & Sterpu, M. (2022). Analysis and Forecast of the Use of E-Commerce in Enterprises of the European Union States. Sustainability. https://doi.org/10.3390/su14148943
- Sugiarti, S. (2023). Influence brand awareness and brand association on brand equity: Mediation of trust and brand loyalty in Kentucky Fried Chicken in East Java, Indonesia. International Journal of Applied Economics, Finance and Accounting. https://doi.org/10.33094/ijaefa.v16i2.987
- Turchyn, L., & Kunešová, H. (2022). E-commerce as a modern paradigm of formation and use of marketing tools. Trendy v Podnikání. https://doi.org/10.24132/jbt.2022.12.2.88_100
- Wahyudin, N., Herlissha, N., Christianingrum, & Aldiesi, D. R. (2022). The Utilization of E-Commerce and QRIS as Digital Payment Tools to Improve Sales Performance through Competitive Advantage in MSME. Journal of Consumer Sciences. https://doi.org/10.29244/jcs.7.2.134-147
- Wang, F., & Aviles, J. S. (2023). Predicting Sales Using Performance Comparison of Different Algorithms in Regression Algorithms. 2023 IEEE International Conference on Sensors, Electronics and Computer Engineering (ICSECE), 1229–1233. https://doi.org/10.1109/ICSECE58870.2023.10263392
- Wani, B. A., & MohamadAli, N. A. B. (2022). Covid-19 Sparked the E-Commerce Revolution; Some Benefited, While Others Left in Cold. International Journal of Computer Science and Information Technology. https://doi.org/10.5121/ijcsit.2022.14309
References
Ahmad, A. (2022). Antecedents of Technological Innovation and Further Impact on Organizational Performance. Journal of Digitovation and Information System. https://doi.org/10.54433/jdiis.2022100009
Anto, A. P., Rozario, A., & N.c, D. R. (2023). Content Influence on Brand Loyalty. Interantional Journal of Scientific Research in Engineering and Management. https://doi.org/10.55041/ijsrem26102
Azaryan, E., & Makhnonosov, D. (2023). Digital Transformation Strategy of E-Commerce. Ekonomika I Upravlenie: Problemy, Resheniya. https://doi.org/10.36871/ek.up.p.r.2023.07.03.020
Biswas, B., Sanyal, M., & Mukherjee, T. (2023). AI-Based Sales Forecasting Model for Digital Marketing. Int. J. E Bus. Res., 19, 1–14. https://doi.org/10.4018/ijebr.317888
Cahyani, P. D., Welsa, H., & Aji, G. K. (2022). The Effect Of Social Media Marketing, Perceived Quality On Brand Loyalty, With Brand Trust As Intervening Variables ( Study on Tokopedia E-commerce in Yogayakarta). International Journal of Economics, Business and Accounting Research (IJEBAR). https://doi.org/10.29040/ijebar.v6i2.4555
Domnich, Y. (2022). The Impact of Product and Process Innovations on Productivity: A Review of Empirical Studies. Foresight and STI Governance. https://doi.org/10.17323/2500-2597.2022.3.68.82
Fareed, F., Saeed, S., & Zulfiqar, S. (2023). Does Innovation Determine the Operational and Financial Performance? Evidence From Banking Sector of Pakistan. Pakistan Journal of Social Research. https://doi.org/10.52567/pjsr.v5i01.1039
Gao, J., Siddik, A. B., Abbas, S. K., Hamayun, M., Masukujjaman, M., & Alam, S. S. (2023). Impact of E-Commerce and Digital Marketing Adoption on the Financial and Sustainability Performance of MSMEs during the COVID-19 Pandemic: An Empirical Study. Sustainability. https://doi.org/10.3390/su15021594
Haudi, H., Handayani, W., Musnaini, Suyoto, Y. T., Praseti, T., Pitaloka, E., Wijoyo, H., Yonata, H., Koho, I. R., & Cahyono, Y. (2022). The effect of social media marketing on brand trust, brand equity and brand loyalty. International Journal of Data and Network Science. https://doi.org/10.5267/j.ijdns.2022.1.015
Jallouli, R., & Kaabi, S. (2022). Mapping Top Strategic E-commerce Technologies in the Digital Marketing Literature. Journal of Telecommunications and the Digital Economy. https://doi.org/10.18080/jtde.v10n3.554
Jia, F., Zhang, R., & Li, J. (2023). The impact of continuous use intention of cooperative members on new agricultural technologies. Frontiers in Psychology, 14. https://doi.org/10.3389/fpsyg.2023.1089362
Kadam, D. S., Dhole, K., Kumar, A., Gupta, N., & Mishra, S. (2023). Business Review on Amazons Digital Marketing. International Journal of Advanced Research in Science, Communication and Technology. https://doi.org/10.48175/ijarsct-7872
Kerr, P. D., & Marcos-Cuevas, J. (2022). The interplay between objective and subjective measures of salesperson performance: Towards an integrated approach. Journal of Personal Selling & Sales Management, 42, 225–242. https://doi.org/10.1080/08853134.2022.2044344
Khan, S. (2023). The Role Of Digital Influencer Credibility On Purchase Intention And The Mediating Effect Of Customer Trust And Engagement. Global Journal for Management and Administrative Sciences. https://doi.org/10.46568/gjmas.v4i1.177
Kim, J., He, N., & Miles, I. (2023). Live Commerce Platforms: A New Paradigm for E-Commerce Platform Economy. Journal of Theoretical and Applied Electronic Commerce Research. https://doi.org/10.3390/jtaer18020049
Kyaw, K. S., Tepsongkroh, P., Thongkamkaew, C., & Sasha, F. (2023). Business Intelligent Framework Using Sentiment Analysis for Smart Digital Marketing in the E-Commerce Era. Asia Social Issues. https://doi.org/10.48048/asi.2023.252965
Leung, F. F., Gu, F. F., Li, Y., Zhang, J. Z., & Palmatier, R. W. (2022). Influencer Marketing Effectiveness. Journal of Marketing, 86, 93–115. https://doi.org/10.1177/00222429221102889
Madelline, F. (2023). The Influence of Social Media Marketing and Perceived Quality on Brand Loyalty Mediated by Trust (An Empirical Study on Chatime Customers in Jabodetabek). Jurnal Indonesia Sosial Sains. https://doi.org/10.59141/jiss.v4i10.912
Mittal, S., Dhingra, S., & Aggarwal, N. (2023). Impact of Website Quality on Customer Satisfaction and Purchase Intention in the E-Commerce Sector in India. Tuijin Jishu/Journal of Propulsion Technology. https://doi.org/10.52783/tjjpt.v44.i4.1058
Mohammad, A. M. A. (2022). The Impact of Digital Marketing Success on Customer Loyalty. Marketing and Management of Innovations. https://doi.org/10.21272/mmi.2022.3-09
Moshchynska, M.-A., & Tsalan, M. (2023). The Influence Of Innovative Technologies On The Development Of Electronic Trade. Herald UNU. International Economic Relations And World Economy. https://doi.org/10.32782/2413-9971/2023-49-17
Musau, N. (2023). Influence of Self-Efficacy and Emotional Intelligence on The Performance of Sales Managers: A Case of a FMCG in Nairobi, Kenya. International Journal of Research and Innovation in Social Science. https://doi.org/10.47772/ijriss.2023.70566
Naveen, S., & Nair, C. (2023). Impact of Product and Process Innovations on the Performance of SMEs. International Journal of Scientific and Academic Research. https://doi.org/10.54756/ijsar.2023.v3.2.6
Nnahiwe, P., Hejkrlik, J., & Bavorova, M. (2023). Adopting modern agricultural technologies and impact on economic performance: Evidence from cashew farmers in Kenya. International Food and Agribusiness Management Review. https://doi.org/10.22434/ifamr2021.0100
Pandey, K. M., Kumar, H., Dahikar, C., & Rajyalaskhmi, D. N. C. (2023). Influencer Marketing: A New Frontier for Brand Awareness in the Digital Era. International Journal for Research in Applied Science and Engineering Technology. https://doi.org/10.22214/ijraset.2023.56239
Parwal, V., & S, R. K. J. (2023). Impact of Instagram Influencers on Consumer Behaviour. International Journal For Multidisciplinary Research. https://doi.org/10.36948/ijfmr.2023.v05i06.9449
Purnomo, Y. J. (2023). Digital Marketing Strategy to Increase Sales Conversion on E-commerce Platforms. Journal of Contemporary Administration and Management (ADMAN). https://doi.org/10.61100/adman.v1i2.23
Shcherbyna, O. (2023). Sales Performance Indicators At Construction Companies. Actual Problems of Economics. https://doi.org/10.32752/1993-6788-2023-1-261-6-15
Shehata, G., El-Habal, A. Z. M., El-Sharbatly, S. I., & Abdulrazzaq, A. H. (2022). Impact of Farmers’ Use of Information Technology to Improve Agricultural Marketing Extension Services in Wasit Governorate, Iraq. Advances in Social Sciences Research Journal. https://doi.org/10.14738/assrj.92.11846
Sihare, S. R. (2022). Future Digital Marketing Revolutionizing E- Commerce. Towards Excellence. https://doi.org/10.37867/te1401120
Soava, G., Mehedintu, A., & Sterpu, M. (2022). Analysis and Forecast of the Use of E-Commerce in Enterprises of the European Union States. Sustainability. https://doi.org/10.3390/su14148943
Sugiarti, S. (2023). Influence brand awareness and brand association on brand equity: Mediation of trust and brand loyalty in Kentucky Fried Chicken in East Java, Indonesia. International Journal of Applied Economics, Finance and Accounting. https://doi.org/10.33094/ijaefa.v16i2.987
Turchyn, L., & Kunešová, H. (2022). E-commerce as a modern paradigm of formation and use of marketing tools. Trendy v Podnikání. https://doi.org/10.24132/jbt.2022.12.2.88_100
Wahyudin, N., Herlissha, N., Christianingrum, & Aldiesi, D. R. (2022). The Utilization of E-Commerce and QRIS as Digital Payment Tools to Improve Sales Performance through Competitive Advantage in MSME. Journal of Consumer Sciences. https://doi.org/10.29244/jcs.7.2.134-147
Wang, F., & Aviles, J. S. (2023). Predicting Sales Using Performance Comparison of Different Algorithms in Regression Algorithms. 2023 IEEE International Conference on Sensors, Electronics and Computer Engineering (ICSECE), 1229–1233. https://doi.org/10.1109/ICSECE58870.2023.10263392
Wani, B. A., & MohamadAli, N. A. B. (2022). Covid-19 Sparked the E-Commerce Revolution; Some Benefited, While Others Left in Cold. International Journal of Computer Science and Information Technology. https://doi.org/10.5121/ijcsit.2022.14309