Beyond Account Ownership: Digital Capability, Secure Device Control, and Merchant-Payment Use Across 74 Economies

Financial-account access and digital merchant-payment use are distinct dimensions of inclusion. Combining Global Findex historical subgroup series with the 2024 cross-section, we prioritize a common-sample analysis of 62,480 phone-owning adults across 74 economies. Weighted economy-fixed-effects logistic models show positive associations of smartphone ownership (OR 1.25), recent internet use (OR 1.77), basic messaging capability (OR 1.89), and secure device control (OR 1.93) with digital merchant-payment use. A three-category device-security specification distinguishes device locking from autonomous credential management; the latter is associated with greater merchant-payment use than locking without autonomy (OR 1.55, 95% economy-cluster bootstrap percentile interval 1.35–1.77; standardized difference 5.71 percentage points, 95% interval 3.87–7.51; 1999 resamples). Positive internet, messaging, and security associations persist for a narrower digitally paid online-purchase outcome, with module-routed samples of 40,678 and 42,529. Results for all four digital predictors remain positive across four weighting specifications; exploratory device-security interactions with gender and Latin America and the Caribbean survive Benjamini–Hochberg adjustment. Historical changes in gender and income disparities vary across balanced-economy sets and weighting assumptions; economy-resampling intervals do not establish universal faster convergence of account access than payment use. The observational design, questionnaire routing, and nonrandom module coverage prohibit causal and global-population interpretations.

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Publication Details

Journal
Journal of risk and financial management
Published
2026-10-15
DOI
https://doi.org/10.3390/jrfm19100817
Primary Topic
Microfinance and Financial Inclusion
Type
article
Field-Weighted Citation Impact
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article

Beyond Account Ownership: Digital Capability, Secure Device Control, and Merchant-Payment Use Across 74 Economies

Celso Rodríguez Echenique, Carlos Alberto Echeverría Mayorga, Carlota Monroy, Isidro Cipriano Andaluz Lobo
Journal of risk and financial management
Microfinance and Financial Inclusion
article

Beyond Account Ownership: Digital Capability, Secure Device Control, and Merchant-Payment Use Across 74 Economies

Celso Rodríguez Echenique, Carlos Alberto Echeverría Mayorga, Carlota Monroy, Isidro Cipriano Andaluz Lobo
article en

Abstract

Financial-account access and digital merchant-payment use are distinct dimensions of inclusion. Combining Global Findex historical subgroup series with the 2024 cross-section, we prioritize a common-sample analysis of 62,480 phone-owning adults across 74 economies. Weighted economy-fixed-effects logistic models show positive associations of smartphone ownership (OR 1.25), recent internet use (OR 1.77), basic messaging capability (OR 1.89), and secure device control (OR 1.93) with digital merchant-payment use. A three-category device-security specification distinguishes device locking from autonomous credential management; the latter is associated with greater merchant-payment use than locking without autonomy (OR 1.55, 95% economy-cluster bootstrap percentile interval 1.35–1.77; standardized difference 5.71 percentage points, 95% interval 3.87–7.51; 1999 resamples). Positive internet, messaging, and security associations persist for a narrower digitally paid online-purchase outcome, with module-routed samples of 40,678 and 42,529. Results for all four digital predictors remain positive across four weighting specifications; exploratory device-security interactions with gender and Latin America and the Caribbean survive Benjamini–Hochberg adjustment. Historical changes in gender and income disparities vary across balanced-economy sets and weighting assumptions; economy-resampling intervals do not establish universal faster convergence of account access than payment use. The observational design, questionnaire routing, and nonrandom module coverage prohibit causal and global-population interpretations.

Journal of risk and financial managementVol. 19(10)
Universidad Salvadoreña Alberto Masferrer (SV)
Reduced inequalities, Peace, justice, and strong institutions
Openalex Percentile: Top 9%
Microfinance and Financial Inclusion
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