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The Mobile Money Prevalence Index (MMPI): A Country-Level Indicator for Assessing the Adoption, Activity and Accessibility of Mobile Money

This paper presents MMPI, a composite index that considers mobile money adoption, activity and accessibility at country level in order to facilitate comparisons between markets.


Inclusive Digital Agriculture

This report provides evidence of the barriers facing farmers with disabilities in the agricultural value chain in low and middle-income countries, and explores opportunities to support disability inclusion in agriculture through digital tools including digital financial services.


COVID-19: Accelerating the Use of Digital Agriculture

This report provides insights on the adoption of digital agriculture and how it can be accelerated in light of the challenges posed by the COVID-19 pandemic.


Digital Innovation for Climate-Resilient Agriculture

This study outlines how data and other mobile network operator assets can be used to enable or improve digital climate resilience services, and identify opportunities for operators to generate revenues.


2021 State of the Industry Report on Mobile Money

This annual flagship report provides supply-side data and insights from the mobile money industry. 


Digital Agriculture Maps

Digital Agriculture Maps report helps industry practitioners and potential investors understand key trends and emerging opportunities in the sector. It encourages innovation and adoption of best practices to support scalable and sustainable services.

Slide Deck

Digital Credit Scoring for Farmers

Opportunities for agritech companies in Myanmar

The GSMA AgriTech Toolkit for the Digitisation of Agricultural Value Chains

Addressing pain points for farmers and value chain actors through digital technologies

Agricultural Insurance for Smallholder Farmers

Digital innovations for scale

The Value of Pay-As-You-Go Solar for Mobile Operators

Findings from multi-country, multi-operator study in Africa