ChatGPT Kecerdasan Buatan untuk Inovasi UKM: Tinjauan Sistematis Literatur dan Analisis Bibliometrik
Abstract
Artikel ini bertujuan untuk mengkaji pemanfaatan kecerdasan buatan berbasis ChatGPT dalam pengembangan UMKM di berbagai negara dan sektor. Penelitian ini menggunakan analisis bibliometrik dan Tinjauan Literatur Sistematik (TLS), melibatkan 47 artikel jurnal yang diterbitkan antara tahun 2020 dan 2024 sebagai sumber data. Studi ini menghasilkan beberapa temuan: (1) tren dan pola dalam publikasi artikel yang mengkaji penggunaan ChatGPT untuk pengembangan UMKM; (2) distribusi dan karakteristik negara serta sektor UMKM yang memanfaatkan ChatGPT; (3) manfaat, tantangan, dan faktor-faktor yang memengaruhi pemanfaatan ChatGPT untuk pengembangan UMKM; dan (4) hubungan antara kesiapan digital dan pemanfaatan ChatGPT untuk pengembangan UMKM. Artikel ini berkontribusi pada pemahaman yang lebih dalam dan komprehensif tentang pemanfaatan kecerdasan buatan berbasis ChatGPT untuk pengembangan UMKM, memberikan rekomendasi dan saran bagi peneliti dan praktisi yang tertarik pada topik ini.
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References
Ade, M., Harahap, K., Muna, A., Ausat, A., Rachman, A., Riady, Y., & Azzaakiyyah, H. K. (2023). Overview of ChatGPT Technology and its Potential in Improving Tourism Information Services. Jurnal Minfo Polgan, 12(2). https://doi.org/10.33395/jmp.v12i2.12416
Alhammadi, M. (2023). Optimising Customer Service Delivery and Response Time through AI-Enhanced Chatbots in Facilities Management-A Mixed-Methods Research. American Journal of Smart Technology and Solutions, 2(2), 43–54. https://doi.org/10.54536/ajsts.v2i2.2206
Almaududi Ausat, A. M., Rachman, A., Rijal, S., Suherlan, S., & Azzaakiyyah, H. K. (2023). Application of ChatGPT in Improving Operational Efficiency in the Context of Entrepreneurship. Jurnal Minfo Polgan, 12(1), 1220–1228. https://doi.org/10.33395/jmp.v12i1.12667
Amar Jusman, I., Muna Almaududi Ausat, A., Sumarna, A., Studi Magister Manajemen, P., & Tinggi Ilmu Ekonomi YPUP Makassar, S. (2023). Application of ChatGPT in Business Management and Strategic Decision Making. Jurnal Minfo Polgan, 12(2). https://doi.org/10.33395/jmp.v12i2.12956
Arce, C. G. M., Valderrama, D. A. C., Barragán, G. A. V., & ... (2024). Optimizing Business Performance: Marketing Strategies for Small and Medium Businesses using Artificial Intelligence Tools. Migration …. https://migrationletters.com/index.php/ml/article/view/6008
Ausat, A. M. A., Azzaakiyyah, H. K., Permana, R. M., & ... (2023). The Role of ChatGPT in Enabling MSMEs to Compete in the Digital Age. Innovative: Journal Of …. http://j-innovative.org/index.php/Innovative/article/view/346
Bharatula, S., & Murthy, B. S. (2020). Digital Readiness Index—Empowering the Nation. In S. Fong, N. Dey, & A. Joshi (Eds.), ICT Analysis and Applications (pp. 209–216). Springer Singapore.
Büchter, R. B., Weise, A., & Pieper, D. (2020). Development, testing and use of data extraction forms in systematic reviews: A review of methodological guidance. BMC Medical Research Methodology, 20(1). https://doi.org/10.1186/s12874-020-01143-3
Budhwar, P., Chowdhury, S., Wood, G., Aguinis, H., Bamber, G. J., Beltran, J. R., Boselie, P., Lee Cooke, F., Decker, S., DeNisi, A., Dey, P. K., Guest, D., Knoblich, A. J., Malik, A., Paauwe, J., Papagiannidis, S., Patel, C., Pereira, V., Ren, S., … Varma, A. (2023). Human resource management in the age of generative artificial intelligence: Perspectives and research directions on ChatGPT. Human Resource Management Journal, 33(3), 606–659. https://doi.org/10.1111/1748-8583.12524
Chu, M. N. (2023). Assessing the Benefits of ChatGPT for Business: An Empirical Study on Organizational Performance. IEEE Access, 11, 76427–76436. https://doi.org/10.1109/ACCESS.2023.3297447
Davidsson, P., & Sufyan, M. (2023). What does AI think of AI as an external enabler (EE) of entrepreneurship? An assessment through and of the EE framework. Journal of Business Venturing Insights, 20. https://doi.org/10.1016/j.jbvi.2023.e00413
Dedi Subagja, A., Muna Almaududi Ausat, A., Risna Sari, A., & Indre Wanof, M. (2023). Improving Customer Service Quality in MSMEs through the Use of ChatGPT. Jurnal Minfo Polgan, 12(2). https://doi.org/10.33395/jmp.v12i2.12407
Domínguez, F. I. D. la C. (2022). ChatPy: Conversational agent for SMEs. pucedspace.puce.edu.ec. http://pucedspace.puce.edu.ec/handle/23000/3701
Dowling, M., & Lucey, B. (2023). ChatGPT for (Finance) research: The Bananarama Conjecture. Finance Research Letters, 53. https://doi.org/10.1016/j.frl.2023.103662
Dwivedi, Y. K., Kshetri, N., Hughes, L., Slade, E. L., Jeyaraj, A., Kar, A. K., Baabdullah, A. M., Koohang, A., Raghavan, V., Ahuja, M., Albanna, H., Albashrawi, M. A., Al-Busaidi, A. S., Balakrishnan, J., Barlette, Y., Basu, S., Bose, I., Brooks, L., Buhalis, D., … Wright, R. (2023). “So what if ChatGPT wrote it?” Multidisciplinary perspectives on opportunities, challenges and implications of generative conversational AI for research, practice and policy. International Journal of Information Management, 71. https://doi.org/10.1016/j.ijinfomgt.2023.102642
Ebuka, A. A., Emmanuel, D., & Idigo, P. (2023). Artificial Intelligence as a catalyst for the Sustainability of Small and Medium Scale Businesses (SMEs) in Nigeria. Annals of Management and Organization Research, 5(1), 1–11. https://doi.org/10.35912/amor.v5i1.1719
Emon, M. M. H. (2023). Predicting Adoption Intention of ChatGPT-A Study on Business Professionals of Bangladesh. researchsquare.com. https://www.researchsquare.com/article/rs-3749611/latest
Fazlurrahman, H., Dhenabayu, R., & ... (2023). Implementation of Digital Marketing as a Revitalization Strategy for MSME Leather Crafts at the Bag and Luggage Industry Cooperative. … Joint Conference on …. https://www.atlantis-press.com/proceedings/ijcah-22/125985290
Fitria, D., Husaeni, A., Bayu, A., & Nandiyanto, D. (2021). Bibliometric Using Vosviewer with Publish or Perish (using Google Scholar data): From Step-by-step Processing for Users to the Practical Examples in the Analysis of Digital Learning Articles in Pre and Post Covid-19 Pandemic. https://doi.org/10.17509/ijost.v6ix
Fui-Hoon Nah, F., Zheng, R., Cai, J., Siau, K., & Chen, L. (2023). Generative AI and ChatGPT: Applications, challenges, and AI-human collaboration. Journal of Information Technology Case and Application Research, 25(3), 277–304. https://doi.org/10.1080/15228053.2023.2233814
Gill, S. S., & Kaur, R. (2023). ChatGPT: Vision and challenges. Internet of Things and Cyber-Physical Systems, 3, 262–271. https://doi.org/10.1016/j.iotcps.2023.05.004
Govori, A., & Sejdija, Q. (2023). Future Prospects And Challenges Of Integrating Artificial Intelligence Within The Business Practices Of Small And Medium Enterprises. Journal of Governance and Regulation, 12(2), 176–183. https://doi.org/10.22495/jgrv12i2art16
Haleem, A., Javaid, M., & Singh, R. P. (2022). An era of ChatGPT as a significant futuristic support tool: A study on features, abilities, and challenges. BenchCouncil Transactions on Benchmarks, Standards and Evaluations, 2(4), 100089–100089. https://doi.org/10.1016/j.tbench.2023.100089
Harahap, M. A. K., Junianto, P., Astutik, W. S., Risdwiyanto, A., & Almaududi Ausat, A. M. (2023). Use of ChatGPT in Building Personalisation in Business Services. Jurnal Minfo Polgan, 12(1), 1212–1219. https://doi.org/10.33395/jmp.v12i1.12666
Hoffmann, M., & Nurski, L. (n.d.). What is holding back artificial intelligence adoption in Europe? https://www.ft.com/content/99c159ae-274f-4ab4-
Huh, J., Nelson, M. R., & Russell, C. A. (2023). ChatGPT, AI Advertising, and Advertising Research and Education. Journal of Advertising, 52(4), 477–482. https://doi.org/10.1080/00913367.2023.2227013
Hüsson, D., Holland, A., Fathi, M., & ... (2021). Analysis and illustration of the practical impact of Artificial Intelligence and Intelligent Personal Assistants on business processes in small-and medium-sized service …. 2021 IEEE International …. https://ieeexplore.ieee.org/abstract/document/9659298/
Javaid, M., Haleem, A., & Singh, R. P. (2023). A study on ChatGPT for Industry 4.0: Background, Potentials, Challenges, and Eventualities. Journal of Economy and Technology. https://doi.org/10.1016/j.ject.2023.08.001
Kocoń, J., Cichecki, I., Kaszyca, O., Kochanek, M., Szydło, D., Baran, J., Bielaniewicz, J., Gruza, M., Janz, A., Kanclerz, K., Kocoń, A., Koptyra, B., Mieleszczenko-Kowszewicz, W., Miłkowski, P., Oleksy, M., Piasecki, M., Radliński, Ł., Wojtasik, K., Woźniak, S., & Kazienko, P. (2023). ChatGPT: Jack of all trades, master of none. Information Fusion, 99. https://doi.org/10.1016/j.inffus.2023.101861
Kononov, N. (2023). ChatGPT as a digital assistant for startup entrepreneurs: Challenges, Opportunities and Perception. essay.utwente.nl. http://essay.utwente.nl/95588/
Lutfiani, N., Wijono, S., Rahardja, U., Iriani, A., & ... (2023). A bibliometric study: Recommendation based on artificial intelligence for ilearning education. Aptisi Transactions on …. https://att.aptisi.or.id/index.php/att/article/view/279
Mich, L., & Garigliano, R. (2023). ChatGPT for e-Tourism: A technological perspective. Information Technology and Tourism, 25(1), 1–12. https://doi.org/10.1007/s40558-023-00248-x
Muayad Younus, A., & Najeeb Zaidan, M. (2023). Prospective Role of Chatgpt to Support Management Research in Terms of Proposing a Conceptual Framework and Investigating Factors Influencing Using a Structural Equation Model Appr... Prospective Role of Chatgpt to Support Management Research in Terms of Proposing a Conceptual Framework and Investigating Factors Influencing Using a Structural Equation Model Approach Based on Smart PLS-SEM Analysis (Pioneer: Journal of Advanced Research and Scientific Progress (JARSP) Pioneer: Journal of Advanced Research and Scientific Progress). JARSP. http://innosci.orghttp://innosci.org
Mutoffar, M. M., Kuswayati, S., Anggraeny, F. T., & Sumarni, T. (2023). Exploring the Potential of ChatGPT in Improving Online Marketing and Promotion of MSMEs. Jurnal Minfo Polgan, 12(2). https://doi.org/10.33395/jmp.v12i2.12440
Nugroho, S., Sitorus, A. T., Habibi, M., Wihardjo, E., & Iswahyudi, M. S. (2023). The Role of ChatGPT in Improving the Efficiency of Business Communication in Management Science. Jurnal Minfo Polgan, 12(1), 1482–1491. https://doi.org/10.33395/jmp.v12i1.12845
Nurhaida*, D., Amran, E., Nugraha, E. R., Osman, A. F. B., & Shafira, A. N. (2023). Utilizing Artificial Intelligence (AI) Technology to support MSMEs businesses: ChatGPT. Dinamisia : Jurnal Pengabdian Kepada Masyarakat, 7(4), 910–918. https://doi.org/10.31849/dinamisia.v7i4.15005
Orzoł, M., & Szopik-Depczyńska, K. (2023). ChatGPT as an innovative tool for increasing sales in online stores. Procedia Computer Science, 225, 3450–3459. https://doi.org/10.1016/j.procs.2023.10.340
Program, S., Manajemen, S., Ekonomi, F., & Bisnis, D. (2023). Exploring the Potential of ChatGPT to Improve Customer Service in MSMEs. INNOVATIVE: Journal Of Social Science Research, 3, 653–664.
Rahaman, M. S. (n.d.). Can ChatGPT be your friend? Emergence of Entrepreneurial Research. https://ssrn.com/abstract=4368541
Raj, R., Singh, A., Kumar, V., & Verma, P. (2023). Analyzing the potential benefits and use cases of ChatGPT as a tool for improving the efficiency and effectiveness of business operations. BenchCouncil Transactions on Benchmarks, Standards and Evaluations, 3(3), 100140–100140. https://doi.org/10.1016/j.tbench.2023.100140
Rane, N. (2023). Role and Challenges of ChatGPT and Similar Generative Artificial Intelligence in Business Management. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4603227
Salleh, H. M. (2023). Errors of commission and omission in artificial intelligence: Contextual biases and voids of ChatGPT as a research assistant. Digital Economy and Sustainable Development, 1(1). https://doi.org/10.1007/s44265-023-00015-0
Schmidt Hochschule Koblenz, H. J., Daniel Albert, V., & Schmidt, H. J. (2023). Al-based B-to-B brand redesign: A case study. https://www.researchgate.net/publication/375953334
SCHÖNBERGER, M. (2023). Artificial Intelligence For Small And Medium-Sized Enterprises: Identifying Key Applications And Challenges. Journal of Business Management, 21, 89–112. https://doi.org/10.32025/JBM23004
Sharkova, P. (n.d.). AI Chatbots for Marketing? Investigating the relationships between chatbot’s credibility, trust level perceptions and negative algorithmic advice utilization rates CC-BY-NC 2.
Short, C. E., & Short, J. C. (2023). The artificially intelligent entrepreneur: ChatGPT, prompt engineering, and entrepreneurial rhetoric creation. Journal of Business Venturing Insights, 19. https://doi.org/10.1016/j.jbvi.2023.e00388
Sudirjo, F., Diantoro, K., Al-Gasawneh, J. A., Khootimah Azzaakiyyah, H., & Almaududi Ausat, A. M. (2023). Application of ChatGPT in Improving Customer Sentiment Analysis for Businesses. Jurnal Teknologi Dan Sistem Informasi Bisnis, 5(3), 283–288. https://doi.org/10.47233/jteksis.v5i3.871
Sudirjo, F., Muna Almaududi Ausat, A., Rijal, S., & Riady, Y. (n.d.). ChatGPT: Improving Communication Efficiency and Business Management of MSMEs in the Digital Age. https://j-innovative.org/index.php/Innovative
Teubner, T., Flath, C. M., Weinhardt, C., van der Aalst, W., & Hinz, O. (2023). Welcome to the Era of ChatGPT et al.: The Prospects of Large Language Models. Business and Information Systems Engineering, 65(2), 95–101. https://doi.org/10.1007/s12599-023-00795-x
Ulrich, P., & Frank, V. (2021). Relevance and adoption of AI technologies in German SMEs–results from survey-based research. Procedia Computer Science. https://www.sciencedirect.com/science/article/pii/S1877050921017245
Wahid, R., Mero, J., & Ritala, P. (2023). Editorial: Written by ChatGPT, illustrated by Midjourney: Generative AI for content marketing. Asia Pacific Journal of Marketing and Logistics, 35(8), 1813–1822. https://doi.org/10.1108/APJML-10-2023-994
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