Differences in Non-Cash Payments Proportion across MSMEs Groups in Kampung Baru: A Kruskal–Wallis Analysis
Abstract
The digital transformation of payment systems has altered transaction
landscapes for Micro, Small, and Medium Enterprises (MSMEs). However, non-cash
payment adoption remains uneven and highly dependent on business
characteristics. This study analyzes differences in non-cash payment proportions on
revenue and expenditure sides among six MSME groups in Kampung Baru: grocery
stalls, laundries, photocopy shops, street vendors, restaurants, and other MSMEs.
Since data did not meet normality and homogeneity assumptions, the nonparametric
Kruskal-Wallis test was employed, followed by Dunn-Bonferroni post hoc tests.
Results confirm significant differences in non-cash revenue and expenditure
proportions across groups. Interestingly, a stark asymmetry emerges: service-
oriented businesses accept and pay non-cash symmetrically, whereas trade and
food businesses accept non-cash from customers but still rely heavily on cash for
supplier payments and operational costs. This implies that digital literacy programs
and non-cash payment policies must be tailored to each MSME group's transaction
characteristics and supply chain ecosystems, rather than generalized.
Keywords: Financial Proportion, Kruskal-Wallis, MSMEs, Non-Cash Payment,
Transaction Asymmetry.
References
Publications.
Kearney & Amazon Pay. (2024). How Urban India Pays. Kearney.
Ligon, E., Malick, B., Sheth, K., & Trachtman, C. (2019). What explains low adoption
of digital payment technologies? Evidence from small-scale merchants in
Jaipur, India. PLoS ONE, 14(7), e0219450.
Mankiw, N. G. (2016). Macroeconomics (9th ed.). Worth Publishers.
Marlinah, L. (2021). Digitalisasi UMKM sebagai Upaya Meningkatkan Daya Saing
Menghadapi Era Revolusi Industri 4.0. Jurnal Ilmiah MEA (Manajemen,
Ekonomi, & Akuntansi), 5(1), 1234-1245.
Palupi, N. D., et al. (2021). Adopsi Pembayaran Digital pada UMKM: Sebuah
Tinjauan Literatur. Jurnal Ekonomi dan Bisnis, 8(2), 112-125.
Pratama, A., & Sari, D. (2025). Pengaruh Perceived Usefulness, Perceived Ease of
Use, dan Self-Efficacy terhadap Penggunaan QRIS pada UMKM di Bandar
Lampung. Jurnal Ilmiah Ekonomi dan Bisnis.
Vásquez-Vásquez, L. M., Alvarado-Cáceres, E. J., Caicedo-Mendoza, J. A., &
Fernández-Bedoya, V. H. (2026). From Cash to Digital Wallets: A PRISMA-
Based Systematic Review of Microentrepreneur Adoption in Asia and Latin
America. Journal of Risk and Financial Management, 19(3), 232.
Wulan, D. C., & Zatadini, G. I. (2026). Praktik Literasi Hibrida dalam Adopsi QRIS
pada UMKM Pedesaan: Studi Kasus Desa Plosokandang. Sita Ayana, 1(1).





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