Empowering MSMEs in South Sumatra: The role of digital transformation
Abstract:
Purpose: This study aimed to examine the relationship between resilience and sustainability of culinary MSEs through digital transformation in South Sumatra Province.
Research Methodology: Sample selection with criteria, namely respondent had been having business for at least 5 years, had passed fluctuating conditions such as surviving covid conditions, rising inflation, monetary policy and so on. The number of samples was 130 MSEs, which were local culinary businesses. Knowing the relationship of each variable X to variable Y was tested using structural equation Modelling (SEM-PLS) analysis.
Results: This study found a resilience relationship with digital transformation of 0.834 and a sustainability relationship with digital transformation of 0.400. The relationship between resilience and digital transformation was stronger than that between sustainability and digital transformation. The main cause was that MSEs lacked long-term commitment, and it was difficult for them to grow in dynamic environmental and social conditions while also focusing on profits. Digital transformation in MSEs was defensive rather than supporting holistic sustainability, limited sustainable resources simultaneously, and integrated with digital transformation. Therefore, MSE actors need to be educated, trained, and given guidance in changing mindset and social behavior for the long-term sustainability of MSEs.
Limitations: The study was limited to culinary MSEs in South Sumatra and used non-probability sampling, which may have affected generalizability.
Contribution: This study revealed that resilience had a stronger influence than sustainability in driving digital transformation among culinary MSEs.
Novelty: This study offers a novel perspective by integrating resilience and sustainability in analyzing digital transformation within culinary MSEs.
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Agarwal, V., Mathiyazhagan, K., Malhotra, S., & Pimpunchat, B. (2023). Socio-Economic Planning Sciences Building resilience for sustainability of MSMEs post COVID-19 outbreak?: An Indian handicraft industry outlook. Socio-Economic Planning Sciences, 85(July 2022), 101443. https://doi.org/10.1016/j.seps.2022.101443
idEA, (2021). https://idea.or.id/regulasi?lang=id
Astuty, E., Sudirman, I. D., Aryanto, R., & Aryanto, R. (2024). Sustainable resilience strategy?: unleash the micro- businesses ’ s potential in the digitalization and sustainability era. Cogent Business & Management, 11(1). https://doi.org/10.1080/23311975.2024.2313672
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. https://doi.org/10.1016/j.spc.2021.04.035
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BPS. (2022a). Inflasi Indonesia pada April 2022 (yoy). Statistik Indonesia.
BPS. (2022b). Sumatera Selatan Province in Figures.
Campbell-sills, L., & Stein, M. B. (2007). Psychometric Analysis and Refinement of the Connor – Davidson Resilience Scale ( CD-RISC ): Validation of a 10-Item Measure of Resilience. 20(6), 1019–1028. https://doi.org/10.1002/jts.
Chin, W. W. (1998). Commentary Issues and Opinion on Structural Equation Modeling. Management Information Systems Research Center, 22(1), vii–xvi.
Choshin, M., & Ghaffari, A. (2017). Computers in Human Behavior An investigation of the impact of effective factors on the success of e-commerce in small- and medium-sized companies. Computers in Human Behavior, 66, 67–74. https://doi.org/10.1016/j.chb.2016.09.026
Connor, K. M., & Davidson, J. R. T. (2003). Research Article DEVELOPMENT OF A NEW RESILIENCE SCALE?: 82(April), 76–82. https://doi.org/10.1002/da.10113
Corvello, V., Carolis, M. De, & Verteramo, S. (2022). The digital transformation of entrepreneurial work. 28(5), 1167–1183. https://doi.org/10.1108/IJEBR-01-2021-0067
Dewi, S. T., Ayuni, L., Aprilia, D., Regina, C., & Presitini, Y. (2023). PROSPECTIVE MICRO AND SMALL ENTERPRISES ( MSES ) IN. 12(02), 1108–1117.
Donal, I., Manurung, P., & Widodo, E. (2022). Building Resilient Micro-Small Enterprises?: A Case Study of MSEs in The Midst of The Covid-19 Pandemic. 11(September), 1–12.
Elkington, J. (1998). Enter the Triple Bottom Line. 1(1986), 1–16.
Endris, E., & Kassegn, A. (2022). The role of micro , small and medium enterprises ( MSMEs ) to the sustainable development of sub ? Saharan Africa and its challenges?: a systematic review of evidence from Ethiopia. https://doi.org/10.1186/s13731-022-00221-8
Farisi, Salman al, Iqbal fasa muhammad, S. (2022). PERAN UMKM (USAHA MIKRO KECIL MENENGAH) DALAM MENINGKATKAN KESEJAHTERAAN. Dinamika Ekonomi Syariah, 9(1), 73–84.
Fatoki, O. (2018). The Impact of Entrepreneurial Resilience on the Success of Small and Medium Enterprises in South Africa. https://doi.org/10.3390/su10072527
Goonawardena, E. D. M. A. A. (2023). Impact of Digital Transformation on Small and Medium Enterprises Performance in The Sri Lankan Apparel Sector. 9(2), 161–180.
Hashem, A. M., Alghamdi, B. S., Algaissi, A. A., Alshehri, F. S., Bukhari, A., Alfaleh, M. A., & Memish, Z. A. (2020). Therapeutic use of chloroquine and hydroxychloroquine in COVID-19 and other viral infections?: A narrative review. Travel Medicine and Infectious Disease, 35(May), 101735. https://doi.org/10.1016/j.tmaid.2020.101735
Hendra, S. P. (2017). Strategy of Enhancement Sony Hendra Permana. Aspirasi, 8(1), 93–103.
Hermawati, L., Pusvita, E., & Jayanti, N. (2025). Technology-Based Financing Increases the Growth of Agribusiness SMEs in Underserved Areas of South Sumatra Indonesia. International Journal of Research and Innovation in Social Science, VIII(IIIS), 6289–6295. https://doi.org/10.47772/IJRISS.2024.803471S
Hermawati, L., Pusvita, E., & Khairani, S. (2024). The Impact of Financial Access on SMES Development in Oku Regency , South Sumatera. 9(12), 706–710.
Hermawati, L., Pusvita, E., Marwa, T., & Yulianita, A. (2025). Analysis of technology adoption and government policy in improving the financial performance of SMEs in the Indonesia agricultural sector. 7(1), 117–132.
Iswanto, A. H., Zainal, A. G., Murodov, A., El-ebiary, Y. A. B., Sattarova, D. G., Jakarta, N. V., Pedagogical, T. S., Abidin, Z., & Dental, T. S. (2022). Studying the role of Islamic religious beliefs on depression during COVID-19 in Malaysia. 1–6.
Jati, H., Rosary, P. E. De, & Makatita, R. F. (2021). THE IMPORTANCE OF FINANCIAL LITERACY AND TECHNOLOGICAL LITERACY FOR THE SUSTAINABILITY OF THE CULINARY BUSINESS IN KOTA KUPANG DURING THE COVID -19. 5(01), 15–41.
Jundrio, H., Hardana, H. A., Santoso, A., Samukroni, M. A., Menarianti, I., Yanti, V. Y., Haryadi, R. M., & Imron, A. (2023). Bisnis Digital.
Komenkop. (2022). Jumlah UKM Kuliner.
Kumara, S., Gamage, N., Ekanayake, E. M. S., & Abeyrathne, G. (2020). A Review of Global Challenges and Survival Strategies of Small and Medium Enterprises ( SMEs ). 1995(Martin 2001).
Latif, R. A., Mohamed, R., & Dahlan, A. H. (2016). Using Delphi Technique?: Making Sense of Consensus in Concept Mapping Structure and Multiple Choice Questions ( MCQ ). 8(3), 89–98. https://doi.org/10.5959/eimj.v8i3.421
Markman, G. D., & Baron, R. A. (2003). Person – entrepreneurship fit?: why some people are more successful as entrepreneurs than others. 13, 281–301. https://doi.org/10.1016/S1053-4822(03)00018-4
Marsh, H. W., Morin, A. J. S., Parker, P. D., & Kaur, G. (2013). Exploratory Structural Equation Modeling?: An Integration of the Best Features of Exploratory and Confirmatory Factor Analysis. November, 1–26. https://doi.org/10.1146/annurev-clinpsy-032813-153700
Miftahul Ulum , IMade Tirta, D. A. (2014). ANALISIS STRUCTURAL EQUATIONMODELING ( SEM ) UNTUK SAMPEL KECIL DENGAN PENDEKATAN PARTIAL LEAST SQUARE ( PLS ) ( STRUCTURALEQUATION MODELING ( SEM ) ANALYSIS FOR SMALL SAMPLE WITH PARTIAL LEAST SQUARE ) 1 Pendahuluan. November, 1–15.
Mustofa, M. O. H. S., Wijayanti, T., Putri, N. A., & Hermawan, D. W. I. (2022). Strategies for Increasing the Competitiveness of Micro- Businesses in Using E-Commerce during the Covid-19 Pandemic Estrategias para Aumentar la Competitividad de las Microempresas en el Uso del Comercio Electrónico durante la Pandemia de Covid-19. 40(May), 1–14. https://doi.org/10.25115/eea.v40i2.5541
Nurfadilah, D., Samidi, S., & Daryanto, W. M. (2023). Digital readiness of Islamic rural banks in Indonesia?: Lesson from the COVID-19 pandemic Digital readiness of Islamic rural banks in Indonesia?: Lesson from the COVID-19 pandemic. Cogent Business & Management, 10(3). https://doi.org/10.1080/23311975.2023.2259587
Oliveira, T., Martins, M. F., & Lisboa, U. N. De. (2011). Literature Review of Information Technology Adoption Models at Firm Level. 14(1), 110–121.
Pablos, P. O. De, & Anshari, M. (2024). SUSTAINABLE DEVELOPMENT.
Putri, A. U., Mirani, D., & Khairunnisyah, T. (2023). Digital Transformation for MSME Resilience in The Era of Society 5 . 0. 154–174.
Putri, A. U., Nasyaya, A., Musdalifah, F. S., & Dwi, A. (2023). Kreativitas , Inovasi dan Transformasi Digital?: Pengabdian Masyarakat kepada Pelaku UMKM. 6, 129–137.
Putritamara, J. A., Hartono, B., Toiba, H., & Utami, H. N. (2023). Do Dynamic Capabilities and Digital Transformation Improve Business Resilience during the COVID-19 Pandemic?? Insights from Beekeeping MSMEs in Indonesia.
Rogers, E. M., Singhal, A., & Quinlan, M. M. (2003). Diffusion of innovations. An Integrated Approach to Communication Theory and Research, Third Edition, December 2016, 415–433. https://doi.org/10.4324/9780203710753-35
Sakuramoto, F. C. – R. M. L. – R. M. C. P. – L. R. – M. (2019). LAW AND ECONOMICS YEARLY. 8(2), 347–380.
Santiago, L., Polezi, I., Pereira, L., & Cristina, A. (2022). ScienceDirect ScienceDirect Assessing the digital maturity of micro and small enterprises?: a focus on an emerging market. Procedia Computer Science, 200(2019), 175–184. https://doi.org/10.1016/j.procs.2022.01.216
Santos, S. C., Liguori, E. W., & Garvey, E. (2023). Technological Forecasting & Social Change How digitalization reinvented entrepreneurial resilience during COVID-19. Technological Forecasting & Social Change, 189(June 2022), 122398. https://doi.org/10.1016/j.techfore.2023.122398
Sarstedt, M., Ringle, C. M., & Hair, J. F. (2017). Treating Unobserved Heterogeneity in PLS-SEM?: A Multi-method Approach. https://doi.org/10.1007/978-3-319-64069-3
Sheffi, Y. (2005). A Supply Chain View of the Resilient Enterprise A Supply Chain View of the Resilient Enterprise. 47(1).
Singh, J., & Steele, K. (2021). Combining the Best of Online and Face-to-Face Learning?: Hybrid and Blended Learning Approach for COVID-19 , Post Vaccine , & Post- Pandemic World. https://doi.org/10.1177/00472395211047865
Siregar, R., & Sudarmanto, E. (2023). Beyond Traditional Boundaries?: Embracing Digital Transformation for Enhanced Management Efficiency at Micro and Small Business Enterprises. 01(06), 267–279.
Sofyan, S. (2017). Peran UMKM ( Usaha Mikro, Kecil, dan Menengah dalam Perekonomian Indonesia). 11(1), 33–64.
Srimulyani, V. A. (2022). Impact of Entrepreneurial Self-Efficacy and Entrepreneurial Motivation on Micro and Small Business Success for Food and Beverage Sector in East Java , Indonesia.
Suardi, I., & Nugroho, A. E. (2024). Strengthening Micro and Small-scale Enterprises ’ ( MSE ’ s ) Resilience and Adaptability to Accelerate Economic Recovery Post-Covid-19 Pandemic in Indonesia. 2024(December 2020), 393–406. https://doi.org/10.18502/kss.v9i21.16740
Tan, S., & Zevaya, F. (2024). Dynamic model in analyzing Indonesia ’ s agricultural sector ’ s macroeconomic performance. 8(8), 1–24.
Tasyim, D. A. S. R., Kawung, G. M. V, Siwu, H. F. D., Jumlah, P., Usaha, U., Dan, U., & Terhadap, P. (2021). Tenaga Kerja Di Sulawesi Utara The Influence Of Sme ’ S Unit And Gdrp On Employment Absorption In North. Jurnal EMBA Vol . 9 No . 3 Juli 2021 , Hal . 391 - 400. 9(3), 391–400.
Tsabita Khwarazmita, M. C. (2024). Sains Manajemen: Jurnal Manajemen Unsera Volume.10 No.1 Juni Tahun. 2024. 1, 1–15.
Utami, I. D., Novianti, T., & Setiawan, F. (2023). Digital strategy for improving resilience of micro , small , and medium enterprises. 7(1), 43–52.
Wang, D., & Chen, S. (2022). RETRACTED: Digital Transformation and Enterprise Resilience: Evidence from China.
Yang, G., & Deng, F. (2023). Heliyon Can digitalization improve enterprise sustainability?? – Evidence from the resilience perspective of Chinese firms. 9(March).
Yuliawan, K. (2021). Pelatihan smartpls 3.0 untuk pengujian hipotesis penelitian kuantitatif. 5(1), 43–50.
Zamani, E. D., Smyth, C., Gupta, S., & Dennehy, D. (2023). Artificial intelligence and big data analytics for supply chain resilience?: a systematic literature review. 605–632.
- Agarwal, V., Mathiyazhagan, K., Malhotra, S., & Pimpunchat, B. (2023). Socio-Economic Planning Sciences Building resilience for sustainability of MSMEs post COVID-19 outbreak?: An Indian handicraft industry outlook. Socio-Economic Planning Sciences, 85(July 2022), 101443. https://doi.org/10.1016/j.seps.2022.101443
- idEA, (2021). https://idea.or.id/regulasi?lang=id
- Astuty, E., Sudirman, I. D., Aryanto, R., & Aryanto, R. (2024). Sustainable resilience strategy?: unleash the micro- businesses ’ s potential in the digitalization and sustainability era. Cogent Business & Management, 11(1). https://doi.org/10.1080/23311975.2024.2313672
- 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. https://doi.org/10.1016/j.spc.2021.04.035
- Bank, W. (2022). Inflasi Indonesia. World Bank, Finance For An Equitable Recovery.
- BPS. (2022a). Inflasi Indonesia pada April 2022 (yoy). Statistik Indonesia.
- BPS. (2022b). Sumatera Selatan Province in Figures.
- Campbell-sills, L., & Stein, M. B. (2007). Psychometric Analysis and Refinement of the Connor – Davidson Resilience Scale ( CD-RISC ): Validation of a 10-Item Measure of Resilience. 20(6), 1019–1028. https://doi.org/10.1002/jts.
- Chin, W. W. (1998). Commentary Issues and Opinion on Structural Equation Modeling. Management Information Systems Research Center, 22(1), vii–xvi.
- Choshin, M., & Ghaffari, A. (2017). Computers in Human Behavior An investigation of the impact of effective factors on the success of e-commerce in small- and medium-sized companies. Computers in Human Behavior, 66, 67–74. https://doi.org/10.1016/j.chb.2016.09.026
- Connor, K. M., & Davidson, J. R. T. (2003). Research Article DEVELOPMENT OF A NEW RESILIENCE SCALE?: 82(April), 76–82. https://doi.org/10.1002/da.10113
- Corvello, V., Carolis, M. De, & Verteramo, S. (2022). The digital transformation of entrepreneurial work. 28(5), 1167–1183. https://doi.org/10.1108/IJEBR-01-2021-0067
- Dewi, S. T., Ayuni, L., Aprilia, D., Regina, C., & Presitini, Y. (2023). PROSPECTIVE MICRO AND SMALL ENTERPRISES ( MSES ) IN. 12(02), 1108–1117.
- Donal, I., Manurung, P., & Widodo, E. (2022). Building Resilient Micro-Small Enterprises?: A Case Study of MSEs in The Midst of The Covid-19 Pandemic. 11(September), 1–12.
- Elkington, J. (1998). Enter the Triple Bottom Line. 1(1986), 1–16.
- Endris, E., & Kassegn, A. (2022). The role of micro , small and medium enterprises ( MSMEs ) to the sustainable development of sub ? Saharan Africa and its challenges?: a systematic review of evidence from Ethiopia. https://doi.org/10.1186/s13731-022-00221-8
- Farisi, Salman al, Iqbal fasa muhammad, S. (2022). PERAN UMKM (USAHA MIKRO KECIL MENENGAH) DALAM MENINGKATKAN KESEJAHTERAAN. Dinamika Ekonomi Syariah, 9(1), 73–84.
- Fatoki, O. (2018). The Impact of Entrepreneurial Resilience on the Success of Small and Medium Enterprises in South Africa. https://doi.org/10.3390/su10072527
- Goonawardena, E. D. M. A. A. (2023). Impact of Digital Transformation on Small and Medium Enterprises Performance in The Sri Lankan Apparel Sector. 9(2), 161–180.
- Hashem, A. M., Alghamdi, B. S., Algaissi, A. A., Alshehri, F. S., Bukhari, A., Alfaleh, M. A., & Memish, Z. A. (2020). Therapeutic use of chloroquine and hydroxychloroquine in COVID-19 and other viral infections?: A narrative review. Travel Medicine and Infectious Disease, 35(May), 101735. https://doi.org/10.1016/j.tmaid.2020.101735
- Hendra, S. P. (2017). Strategy of Enhancement Sony Hendra Permana. Aspirasi, 8(1), 93–103.
- Hermawati, L., Pusvita, E., & Jayanti, N. (2025). Technology-Based Financing Increases the Growth of Agribusiness SMEs in Underserved Areas of South Sumatra Indonesia. International Journal of Research and Innovation in Social Science, VIII(IIIS), 6289–6295. https://doi.org/10.47772/IJRISS.2024.803471S
- Hermawati, L., Pusvita, E., & Khairani, S. (2024). The Impact of Financial Access on SMES Development in Oku Regency , South Sumatera. 9(12), 706–710.
- Hermawati, L., Pusvita, E., Marwa, T., & Yulianita, A. (2025). Analysis of technology adoption and government policy in improving the financial performance of SMEs in the Indonesia agricultural sector. 7(1), 117–132.
- Iswanto, A. H., Zainal, A. G., Murodov, A., El-ebiary, Y. A. B., Sattarova, D. G., Jakarta, N. V., Pedagogical, T. S., Abidin, Z., & Dental, T. S. (2022). Studying the role of Islamic religious beliefs on depression during COVID-19 in Malaysia. 1–6.
- Jati, H., Rosary, P. E. De, & Makatita, R. F. (2021). THE IMPORTANCE OF FINANCIAL LITERACY AND TECHNOLOGICAL LITERACY FOR THE SUSTAINABILITY OF THE CULINARY BUSINESS IN KOTA KUPANG DURING THE COVID -19. 5(01), 15–41.
- Jundrio, H., Hardana, H. A., Santoso, A., Samukroni, M. A., Menarianti, I., Yanti, V. Y., Haryadi, R. M., & Imron, A. (2023). Bisnis Digital.
- Komenkop. (2022). Jumlah UKM Kuliner.
- Kumara, S., Gamage, N., Ekanayake, E. M. S., & Abeyrathne, G. (2020). A Review of Global Challenges and Survival Strategies of Small and Medium Enterprises ( SMEs ). 1995(Martin 2001).
- Latif, R. A., Mohamed, R., & Dahlan, A. H. (2016). Using Delphi Technique?: Making Sense of Consensus in Concept Mapping Structure and Multiple Choice Questions ( MCQ ). 8(3), 89–98. https://doi.org/10.5959/eimj.v8i3.421
- Markman, G. D., & Baron, R. A. (2003). Person – entrepreneurship fit?: why some people are more successful as entrepreneurs than others. 13, 281–301. https://doi.org/10.1016/S1053-4822(03)00018-4
- Marsh, H. W., Morin, A. J. S., Parker, P. D., & Kaur, G. (2013). Exploratory Structural Equation Modeling?: An Integration of the Best Features of Exploratory and Confirmatory Factor Analysis. November, 1–26. https://doi.org/10.1146/annurev-clinpsy-032813-153700
- Miftahul Ulum , IMade Tirta, D. A. (2014). ANALISIS STRUCTURAL EQUATIONMODELING ( SEM ) UNTUK SAMPEL KECIL DENGAN PENDEKATAN PARTIAL LEAST SQUARE ( PLS ) ( STRUCTURALEQUATION MODELING ( SEM ) ANALYSIS FOR SMALL SAMPLE WITH PARTIAL LEAST SQUARE ) 1 Pendahuluan. November, 1–15.
- Mustofa, M. O. H. S., Wijayanti, T., Putri, N. A., & Hermawan, D. W. I. (2022). Strategies for Increasing the Competitiveness of Micro- Businesses in Using E-Commerce during the Covid-19 Pandemic Estrategias para Aumentar la Competitividad de las Microempresas en el Uso del Comercio Electrónico durante la Pandemia de Covid-19. 40(May), 1–14. https://doi.org/10.25115/eea.v40i2.5541
- Nurfadilah, D., Samidi, S., & Daryanto, W. M. (2023). Digital readiness of Islamic rural banks in Indonesia?: Lesson from the COVID-19 pandemic Digital readiness of Islamic rural banks in Indonesia?: Lesson from the COVID-19 pandemic. Cogent Business & Management, 10(3). https://doi.org/10.1080/23311975.2023.2259587
- Oliveira, T., Martins, M. F., & Lisboa, U. N. De. (2011). Literature Review of Information Technology Adoption Models at Firm Level. 14(1), 110–121.
- Pablos, P. O. De, & Anshari, M. (2024). SUSTAINABLE DEVELOPMENT.
- Putri, A. U., Mirani, D., & Khairunnisyah, T. (2023). Digital Transformation for MSME Resilience in The Era of Society 5 . 0. 154–174.
- Putri, A. U., Nasyaya, A., Musdalifah, F. S., & Dwi, A. (2023). Kreativitas , Inovasi dan Transformasi Digital?: Pengabdian Masyarakat kepada Pelaku UMKM. 6, 129–137.
- Putritamara, J. A., Hartono, B., Toiba, H., & Utami, H. N. (2023). Do Dynamic Capabilities and Digital Transformation Improve Business Resilience during the COVID-19 Pandemic?? Insights from Beekeeping MSMEs in Indonesia.
- Rogers, E. M., Singhal, A., & Quinlan, M. M. (2003). Diffusion of innovations. An Integrated Approach to Communication Theory and Research, Third Edition, December 2016, 415–433. https://doi.org/10.4324/9780203710753-35
- Sakuramoto, F. C. – R. M. L. – R. M. C. P. – L. R. – M. (2019). LAW AND ECONOMICS YEARLY. 8(2), 347–380.
- Santiago, L., Polezi, I., Pereira, L., & Cristina, A. (2022). ScienceDirect ScienceDirect Assessing the digital maturity of micro and small enterprises?: a focus on an emerging market. Procedia Computer Science, 200(2019), 175–184. https://doi.org/10.1016/j.procs.2022.01.216
- Santos, S. C., Liguori, E. W., & Garvey, E. (2023). Technological Forecasting & Social Change How digitalization reinvented entrepreneurial resilience during COVID-19. Technological Forecasting & Social Change, 189(June 2022), 122398. https://doi.org/10.1016/j.techfore.2023.122398
- Sarstedt, M., Ringle, C. M., & Hair, J. F. (2017). Treating Unobserved Heterogeneity in PLS-SEM?: A Multi-method Approach. https://doi.org/10.1007/978-3-319-64069-3
- Sheffi, Y. (2005). A Supply Chain View of the Resilient Enterprise A Supply Chain View of the Resilient Enterprise. 47(1).
- Singh, J., & Steele, K. (2021). Combining the Best of Online and Face-to-Face Learning?: Hybrid and Blended Learning Approach for COVID-19 , Post Vaccine , & Post- Pandemic World. https://doi.org/10.1177/00472395211047865
- Siregar, R., & Sudarmanto, E. (2023). Beyond Traditional Boundaries?: Embracing Digital Transformation for Enhanced Management Efficiency at Micro and Small Business Enterprises. 01(06), 267–279.
- Sofyan, S. (2017). Peran UMKM ( Usaha Mikro, Kecil, dan Menengah dalam Perekonomian Indonesia). 11(1), 33–64.
- Srimulyani, V. A. (2022). Impact of Entrepreneurial Self-Efficacy and Entrepreneurial Motivation on Micro and Small Business Success for Food and Beverage Sector in East Java , Indonesia.
- Suardi, I., & Nugroho, A. E. (2024). Strengthening Micro and Small-scale Enterprises ’ ( MSE ’ s ) Resilience and Adaptability to Accelerate Economic Recovery Post-Covid-19 Pandemic in Indonesia. 2024(December 2020), 393–406. https://doi.org/10.18502/kss.v9i21.16740
- Tan, S., & Zevaya, F. (2024). Dynamic model in analyzing Indonesia ’ s agricultural sector ’ s macroeconomic performance. 8(8), 1–24.
- Tasyim, D. A. S. R., Kawung, G. M. V, Siwu, H. F. D., Jumlah, P., Usaha, U., Dan, U., & Terhadap, P. (2021). Tenaga Kerja Di Sulawesi Utara The Influence Of Sme ’ S Unit And Gdrp On Employment Absorption In North. Jurnal EMBA Vol . 9 No . 3 Juli 2021 , Hal . 391 - 400. 9(3), 391–400.
- Tsabita Khwarazmita, M. C. (2024). Sains Manajemen: Jurnal Manajemen Unsera Volume.10 No.1 Juni Tahun. 2024. 1, 1–15.
- Utami, I. D., Novianti, T., & Setiawan, F. (2023). Digital strategy for improving resilience of micro , small , and medium enterprises. 7(1), 43–52.
- Wang, D., & Chen, S. (2022). RETRACTED: Digital Transformation and Enterprise Resilience: Evidence from China.
- Yang, G., & Deng, F. (2023). Heliyon Can digitalization improve enterprise sustainability?? – Evidence from the resilience perspective of Chinese firms. 9(March).
- Yuliawan, K. (2021). Pelatihan smartpls 3.0 untuk pengujian hipotesis penelitian kuantitatif. 5(1), 43–50.
- Zamani, E. D., Smyth, C., Gupta, S., & Dennehy, D. (2023). Artificial intelligence and big data analytics for supply chain resilience?: a systematic literature review. 605–632.