THE IMPACT OF ONLINE SALES AND QRIS ON UMKM INCOME WITH FINANCIAL LITERACY AS A MEDIATING VARIABLE: A STUDY OF CULINARY UMKMS IN MALANG CITY
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Muhammad Aunul Mubarok(1*)
Department of Management, Faculty of Economics, State Islamic University of Maulana Malik Ibrahim Malang
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Puji Endah Purnamasari(2)
Department of Management, Faculty of Economics, State Islamic University of Maulana Malik Ibrahim Malang
(*) Corresponding Author
Keywords:
Online Sales, QRIS, Financial Literacy
Abstract
This study aims to examine the impact of online sales and QRIS on the income of UMKMs in Malang City, with financial literacy as a mediating variable. The population of this study includes culinary UMKMs in Malang City, with a sample selected using random sampling from a total of 16,417 culinary UMKMs. The study used a quantitative approach and analyzed the data using PLS-SEM to evaluate the relationships between the variables. The findings indicate that both online sales and QRIS positively influence UMKM income, with financial literacy significantly mediating these relationships. The results suggest that integrating digital tools with financial literacy can enhance the financial performance of UMKMs. However, the study is limited to a specific sector in a single city, and future research could explore the long-term effects of digital tools on UMKM sustainability and evaluate additional factors influencing business performance in the digital economy.
Keywords: Online Sales; QRIS; Financial Literacy
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References
Ahdiat, A. (2024). Survei INDEF: Banyak UMKM Utamakan Jualan Lewat Aplikasi Digital | Databoks. https://databoks.katadata.co.id/datapublish/2024/01/29/survei-indef-banyak-umkm-utamakan-jualan-lewat-aplikasi-digital
Alifia, N., Permana, E., & Harnovinsah, H. (2024). Analisis penggunaan QRIS terhadap peningkatan pendapatan UMKM. Jurnal Riset Pendidikan Ekonomi, 9(1), Article 1. https://doi.org/10.21067/jrpe.v9i1.9940
Angeles, I. (2022). The Moderating effect of Digital and Financial Literacy on the Digital Financial Services and Financial Behavior of MSMEs. Review of Economics and Finance, 20, 505–515. https://doi.org/10.55365/1923.x2022.20.57
Badan Pusat Statistik Kota Malang. (2024). Pertumbuhan Ekonomi Kota Malang Tahun 2023. https://malangkota.bps.go.id/id/pressrelease/2024/03/01/333/pertumbuhan-ekonomi-kota-malang-tahun-2023.html
Bank Indonesia. (2024). Kanal dan Layanan QRIS.
https://www.bi.go.id/QRIS/default.aspx
Chua, Y. P. (2022). A step-by-step guide PLS-SEM data analysis using SmartPLS 4. Researchtree Education.
DJPB Kemenkeu RI. (2024a, May 7). Pertumbuhan Ekonomi Triwulan I 2024, Tetap Kuat di Tengah Perlambatan Ekonomi Global. Pertumbuhan Ekonomi Triwulan I 2024, Tetap Kuat di Tengah Perlambatan Ekonomi Global.
https://djpb.kemenkeu.go.id/kppn/jakarta4/id/data-publikasi/berita-terbaru/3289-pertumbuhan-ekonomi-triwulan-i-2024,-tetap-kuat-di-tengah-perlambatan-ekonomi-global.html
DJPB Kemenkeu RI. (2024b, May 7). Pertumbuhan Ekonomi Triwulan I 2024, Tetap Kuat di Tengah Perlambatan Ekonomi Global.
https://djpb.kemenkeu.go.id/kppn/jakarta4/id/data-publikasi/berita-terbaru/3289-pertumbuhan-ekonomi-triwulan-i-2024,-tetap-kuat-di-tengah-perlambatan-ekonomi-global.html
Erlando, A., Riyanto, F. D., & Masakazu, S. (2020). Financial inclusion, economic growth, and poverty alleviation: Evidence from eastern Indonesia. Heliyon, 6(10). https://doi.org/10.1016/j.heliyon.2020.e05235
Fatmawati, F., Mutmainnah, M., & Ponto, S. (2024). Effect of Qris Use on MSME Business Income. Advances in Economics & Financial Studies, 2(3), Article 3. https://doi.org/10.60079/aefs.v2i3.255
Fauziah, I., Yuliyanti, D., Maula, N. S., & Destiana, R. (2024). The Influence of Perceived Convenience, Perceived Usefulness, and Perceived Risk on the Use Of QRIS to Increase MSMEs Income. International Journal of Business, Law, and Education, 5(2), Article 2. https://doi.org/10.56442/ijble.v5i2.716
Fornell, C., & Larcker, D. F. (1981). Evaluating Structural Equation Models with Unobservable Variables and Measurement Error. Journal of Marketing Research, 18(1), 39–50. https://doi.org/10.2307/3151312
Gao, J., Siddik, A. B., Khawar Abbas, S., 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, 15(2), Article 2.
https://doi.org/10.3390/su15021594
Hair, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Evaluation of the Structural Model. In J. F. Hair Jr., G. T. M. Hult, C. M. Ringle, M. Sarstedt, N. P. Danks, & S. Ray (Eds.), Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R: A Workbook (pp. 115–138). Springer International Publishing. https://doi.org/10.1007/978-3-030-80519-7_6
Halim, A. (2020). Pengaruh Pertumbuhan Usaha Mikro, Kecil Dan Menengah Terhadap Pertumbuhan Ekonomi Kabupaten Mamuju. GROWTH Jurnal Ilmiah Ekonomi Pembangunan, 2(1), Article 1.
Hamdan, H., Adiyanto, Y., & Sunaryo, D. (2024). Analysis of QRIS Payment System Financial Literacy and Financial Management Performance on the Development of MSMEs. Ilomata International Journal of Management, 5(2), 442–453. https://doi.org/10.61194/ijjm.v5i2.1123
Hidayat, A. (2023). Transaksi QRIS Meningkat, Capai Rekor Baru pada Akhir 2022 | Databoks. https://databoks.katadata.co.id/datapublish/2023/07/05/transaksi-qris-meningkat-capai-rekor-baru-pada-akhir-2022
Irikefe, P. O., & Opusunju, M. I. (2021). Effect of Financial Literacy on the Growth of MSMEs. Effect of Financial Literacy on the Growth of MSMEs, 90(1), Article 1.
Isman, A. (2023, March 30). Pengaruh Penjualan Online, Kualitas Produk, Motivasi Dan Kepercayaan Konsumen Terhadap Keputusan Pembelian Produk Brand Fashion Lokal Pada Mahasiswa Jurusan Pips Fkip Universitas Lampung [Skripsi]. Fakultas Keguruan Dan Ilmu Pendidikan. http://digilib.unila.ac.id/70744/
Kartikasari, D. A., Ramadhanti, W., & Kusuma, P. D. I. (2023). The Influence of Digital Payments, E-Commerce, and Financial Literacy on Revenue and the Quality of Accounting Information in SMEs. EconBank: Journal of Economics and Banking, 5(2), Article 2. https://doi.org/10.35829/econbank.v5i2.331
Karyati, I. P. (2019). Berita: E-Commerce untuk UMKM Dan Pertumbuhan Ekonomi Indonesia. https://bppk.kemenkeu.go.id/pusdiklat-keuangan-umum/berita/e-commerce-untuk-umkm-dan-pertumbuhan-ekonomi-indonesia-237095
Kementrian Koordinator Bidang Perekonomian Republik Indonesia. (2021). UMKM Menjadi Pilar Penting dalam Perekonomian Indonesia—Kementerian Koordinator Bidang Perekonomian Republik Indonesia.
https://ekon.go.id/publikasi/detail/2969/umkm-menjadi-pilar-penting-dalam-perekonomian-indonesia
Laili, Y. F., & Setiawan, A. H. (2020). ANALISIS FAKTOR-FAKTOR YANG MEMPENGARUHI PENDAPATAN UMKM SENTRA BATIK DI KOTA PEKALONGAN. Diponegoro Journal of Economics, 9(4), Article 4.
https://ejournal3.undip.ac.id/index.php/jme/article/view/29052
Lubis, E. P. M., & Rahman, F. (2024). The Influence of Online Transactions (E-Commerce), Length of Business and Capital on Msmes Income in Binjai City (Msmes in Binjai Kota Sub-District). International Conferance Of Digital Sciences And Engineering Technology, 1(1), Article 1.
Madanchian, M. (2024). The Impact of Artificial Intelligence Marketing on E-Commerce Sales. Systems, 12(10), Article 10. https://doi.org/10.3390/systems12100429
Mandasari, I. A. C. S., & Pratama, I. G. S. (2020). The use of e-commerce during COVID-19 pandemic towards revenue and volume of MSMEs sales. International Research Journal of Management, IT and Social Sciences, 7(6), Article 6. https://doi.org/10.21744/irjmis.v7n6.1022
MAPFRE, R. (2023, June 26). The power of MSMEs and how they boost the economy. MAPFRE. https://www.mapfre.com/en/insights/economy/power-of-msmes-and-how-they-boost-the-economy/
Memon, M. A., Thurasamy, R., Ting, H., & Cheah, J.-H. (2024). PURPOSIVE SAMPLING: A REVIEW AND GUIDELINES FOR QUANTITATIVE RESEARCH. Journal of Applied Structural Equation Modeling, 9(1), 1–23.
https://doi.org/10.47263/JASEM.9(1)01
Nainggolan, R., Gosal, G. G., & Sitorus, L. (2023). Financial A ttitudes and Behaviors Mediate the Impact of Financial Literacy on the Effectiveness of QRIS Use of MSME Owners in Indonesia: Technology Acceptance Model as Moderation.
https://dspace.uc.ac.id/handle/123456789/7098
Nugraha, D. F., Pratama, I. M., & Kustiawan, M. (2020). Financial Satisfaction Increase: Effect of Income and Financial Literacy Factors (Study of MSMEs). 320–322. https://doi.org/10.2991/assehr.k.200130.193
Nugroho, A. P., Zakaria, S., Yulianti, Y., Sangadji, M., & Purwati, N. E. (2023). Measuring the Root Determinants of Income Level and the Impact on the Financial Literacy of MSME Actors. Kontigensi : Jurnal Ilmiah Manajemen, 11(1), Article 1. https://doi.org/10.56457/jimk.v11i1.350
Nunnally, J. C. (1994). Psychometric Theory 3E. Tata McGraw-Hill Education.
Nurdin, Restiti, D., & Amalia, R. (2021). Pengaruh Media Sosial Terhadap Pengetahuan Tentang Quick Response Code Indonesian Standard (QRIS). Jurnal Ilmu Perbankan Dan Keuangan Syariah, 3(2), Article 2.
https://doi.org/10.24239/jipsya.v3i2.55.157-173
Nurrohman, R. (2023). Komparasi Pendapatan Penjualan Online dan Offline Ditinjau Dari Marketing Syariah Pada UKM (Studi Kasus Bunda Fia Shop Kelurahan Mulyojati Kecamatan Metro Barat) [Undergraduate, IAIN Metro].
https://repository.metrouniv.ac.id/id/eprint/8880/
Octavianingrum, P. E., Suprihati, S., & Kusuma, I. L. (2023). The Effect Of Financial Literacy, Perceived Usefulness And Perceived Ease Of Use To Interest In Use Indonesian Quick Response Standards (QRIS) For Creative Industry (MSMEs) In Surakarta City. International Journal of Economics, Business and Accounting Research (IJEBAR), 7(4), Article 4. https://doi.org/10.29040/ijebar.v7i4.9956
Otoritas Jasa Keuangan. (2024). Literasi Keuangan. https://ojk.go.id/id/kanal/edukasi-dan-perlindungan-konsumen/Pages/literasi-keuangan.aspx
Papalia, N. A. P., Arintoko, A., Wibowo, A. A., & Fahrudin, M. (2023). Analysis Of The Impact Of Using Quick Response Code Indonesian Standard (QRIS) On Income Level And Profit Of MSMEs In Gor Satria Purwokerto Area. Proceeding of Midyear International Conference, 2(0), Article 0.
https://jp.feb.unsoed.ac.id/index.php/myc/article/view/3751
Pradana, M. (2016). KLASIFIKASI JENIS-JENIS BISNIS E-COMMERCE DI INDONESIA | Pradana | Neo-Bis. https://doi.org/10.21107/nbs.v9i2.1271
Prawira, I. B. H. D., & Dewi, H. U. (2019). The analysis of factors that effect business development and income of MSMEs in Denpasar city. International Research Journal of Management, IT and Social Sciences, 6(4), Article 4. https://doi.org/10.21744/irjmis.v6n4.664
Puspika, N., & Purnomo, D. (2023). The Effect of Online Transactions and Capital on MSME Income in Jakarta. 811–823. https://doi.org/10.2991/978-94-6463-204-0_67
Putri, N. I., Munawar, Z., & Komalasari, R. (2022). Minat Penggunaan QRIS Sebagai Alat Pembayaran Pasca Pandemi. Prosiding SISFOTEK, 6(1), Article 1.
Putri, N. K. D. I., Kawisana, P. G. W. P., & Sutapa, I. N. (2023). The Influence of Perceived Ease and Risk of Use and Financial Literacy on Decisions to Make Transactions Using QRIS in SMES in South Denpasar. Journal of Tourism Economics and Policy, 3(1), Article 1. https://doi.org/10.38142/jtep.v3i1.583
Rahman, A., Hakim, S. H., & Pratomo, W. A. (2023). The Impact of QRIS Policy on the Development of Micro Businesses in Medan City, Indonesia. Journal of Economics, Business, and Accountancy Ventura, 26(3), Article 3.
https://doi.org/10.14414/jebav.v26i3.3585
Renanda, P. (2024). PENGARUH E-COMMERCE TERHADAP PENINGKATAN SISTEM PENJUALAN ONLINE DALAM PERSPEKTIF ISLAM (Studi Pada UMKM Kota Bandar Lampung Tahun 2022) [Diploma, UIN RADEN INTAN LAMPUNG]. https://repository.radenintan.ac.id/32065/
Robinson, R. S. (2014). Purposive Sampling. In Encyclopedia of Quality of Life and Well-Being Research (pp. 5243–5245). Springer, Dordrecht.
https://doi.org/10.1007/978-94-007-0753-5_2337
Sahriana, D. Y., & Rokan, M. K. (2022). Analisis Efektivitas Penggunaan QRIS (Quick Response-Code Indonesian Standard) Untuk Mendukung Paperless Di PT. Bank Syariah Indonesia KCP Medan Padang Bulan. Journal Economy and Currency Study (JECS), 4(2), Article 2. https://doi.org/10.51178/jecs.v4i2.664
Santiara, I. M., & Sinarwati, N. K. (2023). Pengaruh Literasi Keuangan Terhadap Pengelolaan Keuangan UMKM Di Kecamatan Tejakula. CAPITAL: Jurnal Ekonomi dan Manajemen, 6(2), Article 2. https://doi.org/10.25273/capital.v6i2.14514
Sari, Y., Nugroho, M., & Rahmiyati, N. (2023). The effect of financial knowledge, financial behavior and digital financial capabilities on financial inclusion, financial concern and performance in MSMEs in East Java. Uncertain Supply Chain Management, 11, 1745–1758. https://doi.org/10.5267/j.uscm.2023.6.016
Setiawan, H. A. (2024). Pengaruh Literasi Digital terhadap Pemanfaatan E-Commerce pada Hasil Pertanian: Jurnal Kolaboratif Sains, 7(5), Article 5. https://doi.org/10.56338/jks.v7i5.5282
Sihaloho, J. E., Ramadani, A., & Rahmayanti, S. (2020). Implementasi Sistem Pembayaran Quick Response Indonesia Standard Bagi Perkembangan UMKM di Medan. Jurnal Manajemen Bisnis, 17(2), Article 2. https://doi.org/10.38043/jmb.v17i2.2384
Silalahi, P. R., Tambunan, K., & Batubara, T. R. (2022). Dampak Penggunaan QRIS Terhadap Kepuasan Konsumen Sebagai Alat Transaksi. ULIL ALBAB : Jurnal Ilmiah Multidisiplin, 1(2), 122–128.
Sugiyono. (2013). Metode Penelitian Pendidikan Pendekatan Kuantitatif, Kualitatif dan R&D. Alfabeta.
//digilib.unigres.ac.id%2Findex.php%3Fp%3Dshow_detail%26id%3D43
Suryawan, A. M. P. D., Sp, L. G. Y. R., Dewi, N. P. T. A., Utami, N. P. M. S., & Githayoni, I. A. K. A. (2024). The Influence Of Capital, Digital Payments, And Financial Literacy On MSME Income In Jimbaran Traditional Village. International Conference of Business and Social Sciences, 197–208.
https://doi.org/10.24034/icobuss.v4i1.495
Susetyo, D. P., & Firmansyah, D. (2023). Literasi Ekonomi, Literasi Keuangan, Literasi Digital dan Perilaku Keuangan di Era Ekonomi Digital. Economics and Digital Business Review, 4(1), Article 1. https://doi.org/10.37531/ecotal.v4i1.331
Sutejo, B., Lazuardi, D., Lubis, R., Rahmadani, R., & Aziz, A. D. (2022). The Role Of E-Commerce In Increasing Msme Income In The Covid-19 Pandemic (Survey On Msme In Medan City). Journal of Economics, Finance And Management Studies, 05(08). https://doi.org/10.47191/jefms/v5-i8-08
Wong, K. K.-K. (2015). Mediation analysis, categorical moderation analysis, and higher-order constructs modeling in Partial Least Squares Structural Equation Modeling (PLS-SEM): A B2B Example using SmartPLS. Unpublished.
https://doi.org/10.13140/RG.2.1.1643.0562
Yusuf, M. (2022). Pengaruh Electronic Commerce (E-Commerce) terhadap Peningkatan Pendapatan pada UMKM di Kecamatan Bekasi Utara. Jurnal Akuntansi STEI, 5(1), Article 1.
Zeng, N., Liu, Y., Gong, P., Hertogh, M., & König, M. (2021). Do right PLS and do PLS right: A critical review of the application of PLS-SEM in construction management research. Frontiers of Engineering Management, 8(3), 356–369. https://doi.org/10.1007/s42524-021-0153-5
Alifia, N., Permana, E., & Harnovinsah, H. (2024). Analisis penggunaan QRIS terhadap peningkatan pendapatan UMKM. Jurnal Riset Pendidikan Ekonomi, 9(1), Article 1. https://doi.org/10.21067/jrpe.v9i1.9940
Angeles, I. (2022). The Moderating effect of Digital and Financial Literacy on the Digital Financial Services and Financial Behavior of MSMEs. Review of Economics and Finance, 20, 505–515. https://doi.org/10.55365/1923.x2022.20.57
Badan Pusat Statistik Kota Malang. (2024). Pertumbuhan Ekonomi Kota Malang Tahun 2023. https://malangkota.bps.go.id/id/pressrelease/2024/03/01/333/pertumbuhan-ekonomi-kota-malang-tahun-2023.html
Bank Indonesia. (2024). Kanal dan Layanan QRIS.
https://www.bi.go.id/QRIS/default.aspx
Chua, Y. P. (2022). A step-by-step guide PLS-SEM data analysis using SmartPLS 4. Researchtree Education.
DJPB Kemenkeu RI. (2024a, May 7). Pertumbuhan Ekonomi Triwulan I 2024, Tetap Kuat di Tengah Perlambatan Ekonomi Global. Pertumbuhan Ekonomi Triwulan I 2024, Tetap Kuat di Tengah Perlambatan Ekonomi Global.
https://djpb.kemenkeu.go.id/kppn/jakarta4/id/data-publikasi/berita-terbaru/3289-pertumbuhan-ekonomi-triwulan-i-2024,-tetap-kuat-di-tengah-perlambatan-ekonomi-global.html
DJPB Kemenkeu RI. (2024b, May 7). Pertumbuhan Ekonomi Triwulan I 2024, Tetap Kuat di Tengah Perlambatan Ekonomi Global.
https://djpb.kemenkeu.go.id/kppn/jakarta4/id/data-publikasi/berita-terbaru/3289-pertumbuhan-ekonomi-triwulan-i-2024,-tetap-kuat-di-tengah-perlambatan-ekonomi-global.html
Erlando, A., Riyanto, F. D., & Masakazu, S. (2020). Financial inclusion, economic growth, and poverty alleviation: Evidence from eastern Indonesia. Heliyon, 6(10). https://doi.org/10.1016/j.heliyon.2020.e05235
Fatmawati, F., Mutmainnah, M., & Ponto, S. (2024). Effect of Qris Use on MSME Business Income. Advances in Economics & Financial Studies, 2(3), Article 3. https://doi.org/10.60079/aefs.v2i3.255
Fauziah, I., Yuliyanti, D., Maula, N. S., & Destiana, R. (2024). The Influence of Perceived Convenience, Perceived Usefulness, and Perceived Risk on the Use Of QRIS to Increase MSMEs Income. International Journal of Business, Law, and Education, 5(2), Article 2. https://doi.org/10.56442/ijble.v5i2.716
Fornell, C., & Larcker, D. F. (1981). Evaluating Structural Equation Models with Unobservable Variables and Measurement Error. Journal of Marketing Research, 18(1), 39–50. https://doi.org/10.2307/3151312
Gao, J., Siddik, A. B., Khawar Abbas, S., 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, 15(2), Article 2.
https://doi.org/10.3390/su15021594
Hair, J. F., Hult, G. T. M., Ringle, C. M., Sarstedt, M., Danks, N. P., & Ray, S. (2021). Evaluation of the Structural Model. In J. F. Hair Jr., G. T. M. Hult, C. M. Ringle, M. Sarstedt, N. P. Danks, & S. Ray (Eds.), Partial Least Squares Structural Equation Modeling (PLS-SEM) Using R: A Workbook (pp. 115–138). Springer International Publishing. https://doi.org/10.1007/978-3-030-80519-7_6
Halim, A. (2020). Pengaruh Pertumbuhan Usaha Mikro, Kecil Dan Menengah Terhadap Pertumbuhan Ekonomi Kabupaten Mamuju. GROWTH Jurnal Ilmiah Ekonomi Pembangunan, 2(1), Article 1.
Hamdan, H., Adiyanto, Y., & Sunaryo, D. (2024). Analysis of QRIS Payment System Financial Literacy and Financial Management Performance on the Development of MSMEs. Ilomata International Journal of Management, 5(2), 442–453. https://doi.org/10.61194/ijjm.v5i2.1123
Hidayat, A. (2023). Transaksi QRIS Meningkat, Capai Rekor Baru pada Akhir 2022 | Databoks. https://databoks.katadata.co.id/datapublish/2023/07/05/transaksi-qris-meningkat-capai-rekor-baru-pada-akhir-2022
Irikefe, P. O., & Opusunju, M. I. (2021). Effect of Financial Literacy on the Growth of MSMEs. Effect of Financial Literacy on the Growth of MSMEs, 90(1), Article 1.
Isman, A. (2023, March 30). Pengaruh Penjualan Online, Kualitas Produk, Motivasi Dan Kepercayaan Konsumen Terhadap Keputusan Pembelian Produk Brand Fashion Lokal Pada Mahasiswa Jurusan Pips Fkip Universitas Lampung [Skripsi]. Fakultas Keguruan Dan Ilmu Pendidikan. http://digilib.unila.ac.id/70744/
Kartikasari, D. A., Ramadhanti, W., & Kusuma, P. D. I. (2023). The Influence of Digital Payments, E-Commerce, and Financial Literacy on Revenue and the Quality of Accounting Information in SMEs. EconBank: Journal of Economics and Banking, 5(2), Article 2. https://doi.org/10.35829/econbank.v5i2.331
Karyati, I. P. (2019). Berita: E-Commerce untuk UMKM Dan Pertumbuhan Ekonomi Indonesia. https://bppk.kemenkeu.go.id/pusdiklat-keuangan-umum/berita/e-commerce-untuk-umkm-dan-pertumbuhan-ekonomi-indonesia-237095
Kementrian Koordinator Bidang Perekonomian Republik Indonesia. (2021). UMKM Menjadi Pilar Penting dalam Perekonomian Indonesia—Kementerian Koordinator Bidang Perekonomian Republik Indonesia.
https://ekon.go.id/publikasi/detail/2969/umkm-menjadi-pilar-penting-dalam-perekonomian-indonesia
Laili, Y. F., & Setiawan, A. H. (2020). ANALISIS FAKTOR-FAKTOR YANG MEMPENGARUHI PENDAPATAN UMKM SENTRA BATIK DI KOTA PEKALONGAN. Diponegoro Journal of Economics, 9(4), Article 4.
https://ejournal3.undip.ac.id/index.php/jme/article/view/29052
Lubis, E. P. M., & Rahman, F. (2024). The Influence of Online Transactions (E-Commerce), Length of Business and Capital on Msmes Income in Binjai City (Msmes in Binjai Kota Sub-District). International Conferance Of Digital Sciences And Engineering Technology, 1(1), Article 1.
Madanchian, M. (2024). The Impact of Artificial Intelligence Marketing on E-Commerce Sales. Systems, 12(10), Article 10. https://doi.org/10.3390/systems12100429
Mandasari, I. A. C. S., & Pratama, I. G. S. (2020). The use of e-commerce during COVID-19 pandemic towards revenue and volume of MSMEs sales. International Research Journal of Management, IT and Social Sciences, 7(6), Article 6. https://doi.org/10.21744/irjmis.v7n6.1022
MAPFRE, R. (2023, June 26). The power of MSMEs and how they boost the economy. MAPFRE. https://www.mapfre.com/en/insights/economy/power-of-msmes-and-how-they-boost-the-economy/
Memon, M. A., Thurasamy, R., Ting, H., & Cheah, J.-H. (2024). PURPOSIVE SAMPLING: A REVIEW AND GUIDELINES FOR QUANTITATIVE RESEARCH. Journal of Applied Structural Equation Modeling, 9(1), 1–23.
https://doi.org/10.47263/JASEM.9(1)01
Nainggolan, R., Gosal, G. G., & Sitorus, L. (2023). Financial A ttitudes and Behaviors Mediate the Impact of Financial Literacy on the Effectiveness of QRIS Use of MSME Owners in Indonesia: Technology Acceptance Model as Moderation.
https://dspace.uc.ac.id/handle/123456789/7098
Nugraha, D. F., Pratama, I. M., & Kustiawan, M. (2020). Financial Satisfaction Increase: Effect of Income and Financial Literacy Factors (Study of MSMEs). 320–322. https://doi.org/10.2991/assehr.k.200130.193
Nugroho, A. P., Zakaria, S., Yulianti, Y., Sangadji, M., & Purwati, N. E. (2023). Measuring the Root Determinants of Income Level and the Impact on the Financial Literacy of MSME Actors. Kontigensi : Jurnal Ilmiah Manajemen, 11(1), Article 1. https://doi.org/10.56457/jimk.v11i1.350
Nunnally, J. C. (1994). Psychometric Theory 3E. Tata McGraw-Hill Education.
Nurdin, Restiti, D., & Amalia, R. (2021). Pengaruh Media Sosial Terhadap Pengetahuan Tentang Quick Response Code Indonesian Standard (QRIS). Jurnal Ilmu Perbankan Dan Keuangan Syariah, 3(2), Article 2.
https://doi.org/10.24239/jipsya.v3i2.55.157-173
Nurrohman, R. (2023). Komparasi Pendapatan Penjualan Online dan Offline Ditinjau Dari Marketing Syariah Pada UKM (Studi Kasus Bunda Fia Shop Kelurahan Mulyojati Kecamatan Metro Barat) [Undergraduate, IAIN Metro].
https://repository.metrouniv.ac.id/id/eprint/8880/
Octavianingrum, P. E., Suprihati, S., & Kusuma, I. L. (2023). The Effect Of Financial Literacy, Perceived Usefulness And Perceived Ease Of Use To Interest In Use Indonesian Quick Response Standards (QRIS) For Creative Industry (MSMEs) In Surakarta City. International Journal of Economics, Business and Accounting Research (IJEBAR), 7(4), Article 4. https://doi.org/10.29040/ijebar.v7i4.9956
Otoritas Jasa Keuangan. (2024). Literasi Keuangan. https://ojk.go.id/id/kanal/edukasi-dan-perlindungan-konsumen/Pages/literasi-keuangan.aspx
Papalia, N. A. P., Arintoko, A., Wibowo, A. A., & Fahrudin, M. (2023). Analysis Of The Impact Of Using Quick Response Code Indonesian Standard (QRIS) On Income Level And Profit Of MSMEs In Gor Satria Purwokerto Area. Proceeding of Midyear International Conference, 2(0), Article 0.
https://jp.feb.unsoed.ac.id/index.php/myc/article/view/3751
Pradana, M. (2016). KLASIFIKASI JENIS-JENIS BISNIS E-COMMERCE DI INDONESIA | Pradana | Neo-Bis. https://doi.org/10.21107/nbs.v9i2.1271
Prawira, I. B. H. D., & Dewi, H. U. (2019). The analysis of factors that effect business development and income of MSMEs in Denpasar city. International Research Journal of Management, IT and Social Sciences, 6(4), Article 4. https://doi.org/10.21744/irjmis.v6n4.664
Puspika, N., & Purnomo, D. (2023). The Effect of Online Transactions and Capital on MSME Income in Jakarta. 811–823. https://doi.org/10.2991/978-94-6463-204-0_67
Putri, N. I., Munawar, Z., & Komalasari, R. (2022). Minat Penggunaan QRIS Sebagai Alat Pembayaran Pasca Pandemi. Prosiding SISFOTEK, 6(1), Article 1.
Putri, N. K. D. I., Kawisana, P. G. W. P., & Sutapa, I. N. (2023). The Influence of Perceived Ease and Risk of Use and Financial Literacy on Decisions to Make Transactions Using QRIS in SMES in South Denpasar. Journal of Tourism Economics and Policy, 3(1), Article 1. https://doi.org/10.38142/jtep.v3i1.583
Rahman, A., Hakim, S. H., & Pratomo, W. A. (2023). The Impact of QRIS Policy on the Development of Micro Businesses in Medan City, Indonesia. Journal of Economics, Business, and Accountancy Ventura, 26(3), Article 3.
https://doi.org/10.14414/jebav.v26i3.3585
Renanda, P. (2024). PENGARUH E-COMMERCE TERHADAP PENINGKATAN SISTEM PENJUALAN ONLINE DALAM PERSPEKTIF ISLAM (Studi Pada UMKM Kota Bandar Lampung Tahun 2022) [Diploma, UIN RADEN INTAN LAMPUNG]. https://repository.radenintan.ac.id/32065/
Robinson, R. S. (2014). Purposive Sampling. In Encyclopedia of Quality of Life and Well-Being Research (pp. 5243–5245). Springer, Dordrecht.
https://doi.org/10.1007/978-94-007-0753-5_2337
Sahriana, D. Y., & Rokan, M. K. (2022). Analisis Efektivitas Penggunaan QRIS (Quick Response-Code Indonesian Standard) Untuk Mendukung Paperless Di PT. Bank Syariah Indonesia KCP Medan Padang Bulan. Journal Economy and Currency Study (JECS), 4(2), Article 2. https://doi.org/10.51178/jecs.v4i2.664
Santiara, I. M., & Sinarwati, N. K. (2023). Pengaruh Literasi Keuangan Terhadap Pengelolaan Keuangan UMKM Di Kecamatan Tejakula. CAPITAL: Jurnal Ekonomi dan Manajemen, 6(2), Article 2. https://doi.org/10.25273/capital.v6i2.14514
Sari, Y., Nugroho, M., & Rahmiyati, N. (2023). The effect of financial knowledge, financial behavior and digital financial capabilities on financial inclusion, financial concern and performance in MSMEs in East Java. Uncertain Supply Chain Management, 11, 1745–1758. https://doi.org/10.5267/j.uscm.2023.6.016
Setiawan, H. A. (2024). Pengaruh Literasi Digital terhadap Pemanfaatan E-Commerce pada Hasil Pertanian: Jurnal Kolaboratif Sains, 7(5), Article 5. https://doi.org/10.56338/jks.v7i5.5282
Sihaloho, J. E., Ramadani, A., & Rahmayanti, S. (2020). Implementasi Sistem Pembayaran Quick Response Indonesia Standard Bagi Perkembangan UMKM di Medan. Jurnal Manajemen Bisnis, 17(2), Article 2. https://doi.org/10.38043/jmb.v17i2.2384
Silalahi, P. R., Tambunan, K., & Batubara, T. R. (2022). Dampak Penggunaan QRIS Terhadap Kepuasan Konsumen Sebagai Alat Transaksi. ULIL ALBAB : Jurnal Ilmiah Multidisiplin, 1(2), 122–128.
Sugiyono. (2013). Metode Penelitian Pendidikan Pendekatan Kuantitatif, Kualitatif dan R&D. Alfabeta.
//digilib.unigres.ac.id%2Findex.php%3Fp%3Dshow_detail%26id%3D43
Suryawan, A. M. P. D., Sp, L. G. Y. R., Dewi, N. P. T. A., Utami, N. P. M. S., & Githayoni, I. A. K. A. (2024). The Influence Of Capital, Digital Payments, And Financial Literacy On MSME Income In Jimbaran Traditional Village. International Conference of Business and Social Sciences, 197–208.
https://doi.org/10.24034/icobuss.v4i1.495
Susetyo, D. P., & Firmansyah, D. (2023). Literasi Ekonomi, Literasi Keuangan, Literasi Digital dan Perilaku Keuangan di Era Ekonomi Digital. Economics and Digital Business Review, 4(1), Article 1. https://doi.org/10.37531/ecotal.v4i1.331
Sutejo, B., Lazuardi, D., Lubis, R., Rahmadani, R., & Aziz, A. D. (2022). The Role Of E-Commerce In Increasing Msme Income In The Covid-19 Pandemic (Survey On Msme In Medan City). Journal of Economics, Finance And Management Studies, 05(08). https://doi.org/10.47191/jefms/v5-i8-08
Wong, K. K.-K. (2015). Mediation analysis, categorical moderation analysis, and higher-order constructs modeling in Partial Least Squares Structural Equation Modeling (PLS-SEM): A B2B Example using SmartPLS. Unpublished.
https://doi.org/10.13140/RG.2.1.1643.0562
Yusuf, M. (2022). Pengaruh Electronic Commerce (E-Commerce) terhadap Peningkatan Pendapatan pada UMKM di Kecamatan Bekasi Utara. Jurnal Akuntansi STEI, 5(1), Article 1.
Zeng, N., Liu, Y., Gong, P., Hertogh, M., & König, M. (2021). Do right PLS and do PLS right: A critical review of the application of PLS-SEM in construction management research. Frontiers of Engineering Management, 8(3), 356–369. https://doi.org/10.1007/s42524-021-0153-5
Published
2025-07-02
How to Cite
Mubarok, M., & Purnamasari, P. (2025). THE IMPACT OF ONLINE SALES AND QRIS ON UMKM INCOME WITH FINANCIAL LITERACY AS A MEDIATING VARIABLE: A STUDY OF CULINARY UMKMS IN MALANG CITY. Journal of Management : Small and Medium Enterprises (SMEs), 18(2), 967-980. https://doi.org/10.35508/jom.v18i2.19999
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