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Recently, mobile operators in many developing economies have launched "Mobile Money" platforms that deliver basic financial services over the mobile phone network. While many believe that these services can improve the lives of the poor, a…

Machine Learning · Statistics 2016-06-17 Muhammad Raza Khan , Joshua E. Blumenstock

Mobile money can facilitate financial inclusion in developing countries, which usually have high mobile phone use and steady remittance activity. Many countries in Latin America meet the minimum technological requirements to use mobile…

The proliferation of mobile phones has made mobile payments to be widely used in developing economies. However, mobile payment usage in Malawi is low, and there are many limitations to encourage users to continuously use mobile payments.…

Computers and Society · Computer Science 2021-08-24 Jones Ntaukira , Priscilla Maliwichi , James Kamwachale Khomba

Cash payment is still king in several markets, accounting for more than 90\ of the payments in almost all the developing countries. The usage of mobile phones is pretty ordinary in this present era. Mobile phones have become an inseparable…

Cryptography and Security · Computer Science 2021-09-07 Waqas Ahmed , Amir Rasool , Neeraj Kumar , Abdul RehmanJaved , Thippa Reddy Gadekallu , Zunera Jalil , Natalia Kryvinska

Digital financial services have catalyzed financial inclusion in Africa. Commonly implemented as a mobile wallet service referred to as mobile money (MoMo), the technology provides enormous benefits to its users, some of whom have long been…

Human-Computer Interaction · Computer Science 2023-09-04 Karen Sowon , Edith Luhanga , Lorrie Faith Cranor , Giulia Fanti , Conrad Tucker , Assane Gueye

In this work, we analyze the problem of adoption of mobile money in Pakistan by using the call detail records of a major telecom company as our input. Our results highlight the fact that different sections of the society have different…

Machine Learning · Statistics 2017-12-05 Muhammad Raza Khan , Joshua Blumenstock

The rising popularity of mobile payments can be attributed to the widespread use of smartphones and their applications. Despite its potential to simplify our lives, its adoption in African countries has been limited. This paper aims to…

Computers and Society · Computer Science 2023-06-27 Qasim Ajao , Olukotun Oludamilare , Lanre Sadeeq

Mobile banking apps have transformed the banking sector by offering customers with convenient, secure and easily accessible financial services. Even so, it is crucial for banks and the mobile banking apps developers to understand the…

Computers and Society · Computer Science 2024-11-27 Siti Nurdianah binti Mohamad Jalani , Sathishkumar Veerappampalayam Easwaramoorthy

Mobile phones have proven to be the best way of providing reliable access to information to people in low and mid income countries where other forms of communication perform poorly. As a result of the wide spread of mobile phones, there has…

Computers and Society · Computer Science 2014-08-07 Timothy Y. Wikedzi , Ramadhani S. Sinde , Dan K. McIntyre

Reliable statistical information is important to make political decisions on a sound basis and to help measure the impact of policies. Unfortunately, statistics offices in developing countries have scarce resources and statistical censuses…

Computers and Society · Computer Science 2013-09-19 Thoralf Gutierrez , Gautier Krings , Vincent D. Blondel

Many households in developing countries lack formal financial histories, making it difficult for firms to extend credit, and for potential borrowers to receive it. However, many of these households have mobile phones, which generate rich…

Computers and Society · Computer Science 2023-12-13 Daniel Björkegren , Darrell Grissen

We provide systematic evidence on the potential for estimating household well-being from mobile phone data. Using data from four countries - Afghanistan, Cote d'Ivoire, Malawi, and Togo - we conduct parallel, standardized machine learning…

Econometrics · Economics 2026-02-04 M. Merritt Smith , Emily Aiken , Joshua E. Blumenstock , Sveta Milusheva

The rise of smartphones has led to a significant increase in the usage of mobile payments. Mobile payments allow individuals to access financial resources and make transactions through their mobile devices while on the go. However, the…

Cryptography and Security · Computer Science 2023-04-20 Hosam Alamleh , Ali Abdullah S. AlQahtani , Baker Al Smadi

Mobile-based financial services have made it possible for the traditionally unbanked to access infrastructure that have been routinely unattainable. Researchers have explored how these systems have made for safer environments to send and…

Human-Computer Interaction · Computer Science 2025-08-07 Lindah Kotut

The rapid spread of mobile phones means that the number of mobile users may already exceed the number of banked people in many low income countries. Mobile phones can also offer a communications channel for initiating and executing on-line…

Computers and Society · Computer Science 2013-07-31 Quist-Aphetsi Kester

The West African Economic and Monetary Union (WAEMU) states, characterized by widespread smartphone usage, have witnessed banks and financial institutions introducing mobile banking applications (MBAs). These apps empower users to perform…

Cryptography and Security · Computer Science 2024-11-07 Alioune Diallo , Aicha War , Moustapha Awwalou Diouf , Jordan Samhi , Steven Arzt , Tegawendé F. Bissyande , Jacque Klein

In this paper, we review some advances made recently in the study of mobile phone datasets. This area of research has emerged a decade ago, with the increasing availability of large-scale anonymized datasets, and has grown into a…

Physics and Society · Physics 2015-02-12 Vincent D. Blondel , Adeline Decuyper , Gautier Krings

Mobile banking applications have gained popularity and have significantly revolutionised the banking industry. Despite the convenience offered by M-Banking Apps, users are often distrustful of the security of the applications due to an…

Human-Computer Interaction · Computer Science 2025-08-26 Richard Apaua , Harjinder Singh Lallie

The use of mobile payment services is an essential contributor to financial inclusion in emerging markets. Unfortunately, the service has become a platform for fraud. Mobile payment users need to be digitally resilient to continue using the…

Computers and Society · Computer Science 2021-08-24 Muftawu Dzang Alhassan , Martin Butler

Mobile health (mHealth) applications have become increasingly valuable in preventive healthcare and in reducing the burden on healthcare organizations. The aim of this paper is to investigate the factors that influence user acceptance of…

Computers and Society · Computer Science 2023-05-11 Shaojing Fan , Ramesh C. Jain , Mohan S. Kankanhalli
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