TAFMUP designs and deploys research, policy instruments, market systems, and real-time monitoring frameworks that drive measurable structural transformation across Africa. We generate intelligence, operationalise policy, build systems, and measure impact — all under one platform.
TAFMUP Research Institute is Africa's integrated research-to-execution platform. We do not just study economic problems — we structure markets, operationalise policy, build measurement systems, and deploy implementation solutions at scale. Every engagement moves through four functions: intelligence, policy translation, execution, and impact measurement.
TAFMUP operates across four interconnected functions — generating economic intelligence from primary data; designing policy instruments for governments and institutions; delivering applied projects and implementation solutions directly; and measuring real-world impact through a structured MEL framework. Each function reinforces the others, creating a closed feedback loop from evidence to execution to evaluation and back to research design.
TAFMUP builds empirical knowledge systems across eight research programmes. All datasets and Stata/R replication code are published openly on GitHub. Our research covers 53 African economies over three decades, applying state-of-the-art panel econometrics to Africa's most consequential development challenges.
Measures, maps, and models illicit capital flight across 53 African economies from 1990 to 2023 using the Global Misinvoicing Detection framework. Examines customs discrepancy patterns, trade-based money laundering, and the governance determinants of IFF intensity across resource-rich and fragile states.
The Ocean Series — 12 interconnected papers modelling fiscal thresholds and crisis risk, monetary-fiscal policy overlap risk, stock-flow inconsistency as leading indicators, exchange rate stress transmission, and banking sector fragility across African panel data. Uses Hansen threshold models, System-GMM, and logit crisis prediction frameworks.
Constructs composite resilience indices for African economies using normalised, pillar-based frameworks. The South Africa Economic Resilience Index (SERI) integrates 34 indicators across seven analytical pillars — macroeconomic stability, institutional quality, productive structure, investment and capital formation, social inclusion, external vulnerability, and political stability — over 1990 to 2023. Applied using ARDL bounds testing.
Structures trade misinvoicing measurement, export basket complexity analysis, and AfCFTA implementation barriers for landlocked and fragile African economies. Builds customs gap dashboards and cross-border trade intelligence systems. Analyses Zimbabwe's export basket composition and its readiness to leverage AfCFTA market access under constrained financial systems and sanctions exposure.
Maps beneficiation pathways, materials flow analysis, and governance of critical minerals across Southern Africa. Analyses chrome, platinum, lithium, and vanadium value chains. Applies the "Dig, Spend, Owe" framework to examine how commodity revenue windfalls translate into sovereign debt accumulation, fiscal volatility, and development deficits across resource-rich African states.
Diagnostic assessment of South Africa's e-commerce maturity across five pillars — digital infrastructure, payment systems, market growth, trade integration, and social inclusion — using a phased maturity model with nationally representative data from 1996 to 2024. Online retail revenues grew from R18.2 billion in 2019 to R71 billion in 2023, yet structural gaps in rural access, regulatory enforcement, and SME participation constrain inclusive growth.
Tests the Colonial Spatial Confinement Hypothesis — that apartheid-era and colonial urban planning created persistent spatial barriers to formal retail participation for Black entrepreneurs. Applied to Zimbabwe's tuckshop sector. Parallel programme on the Economist Sentiment Index (ESI) for Zimbabwe, Social Progress Index across Sub-Saharan Africa, and monetary regime analysis of the ZiG transition and its effects on capital flight and financial stability.
Evaluates the readiness of African tertiary education institutions to produce graduates equipped for green economy employment. Commissioned by the Confederation of Zimbabwe Industries (CZI), the study assessed curriculum responsiveness, institutional adaptation, and stakeholder alignment across universities and employers in Zimbabwe, benchmarked against the WEF Future of Jobs Report (2025) and ILO Just Transition Guidelines. Findings are integrated into TAFMUP's applied green economy project portfolio.
TAFMUP designs, implements, and delivers applied projects across digital trade, value chain structuring, climate resilience, and green economy systems. The following represent categories of technical work we undertake directly for clients and partners across Africa.
We design and implement digital trade systems for African markets — from SME intelligence platforms and trade pricing tools to cross-border e-commerce infrastructure and informal sector formalisation systems. Our diagnostic work benchmarks digital readiness across five analytical pillars: digital infrastructure, payment systems, market growth, trade integration, and social inclusion.
We undertake supply chain mapping, value chain diagnostics, and market entry assessments for industrial and agricultural sectors across Africa. Engagements have included pharmaceutical value chain structuring in Ethiopia, refrigeration manufacturing supply chain assessment in Nigeria, mineral beneficiation pathway design across Southern Africa, and investor-grade funding package development for African enterprises.
We deliver applied innovation projects at the intersection of climate adaptation, worker productivity, and industrial systems. We assessed the uptake potential of cooling vest technology across industrial sectors in Nigeria and Ghana, combining stakeholder interviews, supply chain analysis, and productivity impact modelling across both markets. We also design green jobs and green skills platforms linking employer demand to tertiary curriculum design.
The following projects represent a selection of substantive engagements where TAFMUP principals served as lead technical experts — brought in to deliver specialised economic intelligence, policy design, and implementation capacity for major institutions across Africa.
Served as principal technical expert on South Africa's national Critical Minerals Strategy, commissioned by a leading strategic policy institute. Delivered comprehensive materials flow analysis across rare earth, chrome, platinum, and vanadium value chains, designed multi-stakeholder municipal coalition governance architecture, and built beneficiation policy pathway recommendations. The strategy was approved at Cabinet level and adopted by the Department of Trade, Industry and Competition.
Engaged as the lead technical specialist for trade misinvoicing analysis and IFF governance training under the African Development Bank's GONAT (Governance of Natural Resources) initiative. The project was implemented via a contracted delivery partner; TAFMUP's principal was brought in as the core content and methodology expert. Delivered training workshops and customs gap analysis dashboards across CAR, Chad, DRC, Mozambique, Sierra Leone, and Zimbabwe, training approximately 150 revenue and customs officials in Partner Country Method detection techniques, Financial Secrecy Index applications, and resource-backed loan governance frameworks.
Developed the South Africa Economic Resilience Index as a composite, normalised policy diagnostic and planning tool. The SERI integrates 34 indicators across seven analytical pillars — macroeconomic stability, institutional and governance quality, productive structure and structural transformation, investment and capital formation, social inclusion and human development, external vulnerability and global integration, and political stability and conflict risk — covering annual data from 1990 to 2023. Applied ARDL bounds testing methodology to model short-run and long-run determinants of economic resilience for use by development finance institutions and national policymakers.
Produced classified strategic intelligence and session rapporteur documentation for South Africa's Department of Trade, Industry and Competition (DTIC) and Department of International Relations and Cooperation (DIRCO) under South Africa's SADC Chairmanship (2026). Session 2 of the three-part dialogue series focused on regional democracy, political cohesion, and foreign policy coherence. Identified three principal strategic findings: a widening democratic deficit driven by unemployment and governance failure; deteriorating political cohesion within SADC; and the absence of a coherent SADC foreign policy voice. Delivered five recommendation clusters for Ministerial action.
Commissioned by the Confederation of Zimbabwe Industries (CZI), this 15-day consultancy assessed the readiness of Zimbabwe's tertiary education institutions to respond to the growing demand for green jobs and green skills. Using a mixed-methods approach — curriculum analysis, key informant interviews with ZIMCHE and Ministry of Higher Education officials, structured employer surveys, and institutional benchmarking — the study evaluated whether Zimbabwe's universities and technical colleges are aligning their programmes with the green economy transition requirements articulated in the WEF Future of Jobs Report (2025) and ILO Just Transition Guidelines.
Conducted a data-driven diagnostic assessment of South Africa's e-commerce ecosystem maturity across five pillars using nationally representative indicators from 1996 to 2024. Online retail grew from R18.2 billion in 2019 to R71 billion in 2023, yet structural gaps in rural digital infrastructure, regulatory enforcement, and SME participation constrain inclusive growth. The study applies a four-phase maturity model — germination, construction, evolution, and maturity — to benchmark South Africa's digital trade readiness and identify priority intervention areas for policy reform and infrastructure investment.
TAFMUP provides end-to-end advisory, research, and implementation services to governments, development finance institutions, the private sector, and academic partners across Africa. We take engagements from evidence to execution.
Bespoke empirical research commissioned to your specific policy or business question. We design the methodology, collect or source the data, apply appropriate econometric models, and deliver a publication-quality output with clear policy recommendations. Topics include trade, fiscal policy, financial integrity, mineral economics, and digital economy.
We provide strategic policy advisory services to Ministries, regulatory agencies, and multilateral institutions. Services include policy diagnostic studies, strategy document development, regulatory impact assessments, Cabinet-level briefings, and parliamentary submissions. Our advisory work is grounded in evidence and structured for decision-maker use.
We build real-time data analytics products for institutional clients — including fiscal fragility dashboards, trade misinvoicing gap trackers, resilience index monitoring systems, and e-commerce maturity scorecards. All dashboards are built in Stata or R Shiny with full documentation, enabling your team to update outputs independently as new data is released.
We design and deliver training programmes for revenue authorities, customs officials, finance ministry staff, and graduate students. Core modules include IFF detection methodologies, trade misinvoicing analysis, resource-backed loan governance, MEL systems design, and applied econometrics using Stata. Programmes can be delivered in-person or online across any African country.
We design and implement MEL systems for development programmes, government initiatives, and research projects. Services include logframe and results chain design, baseline data collection, real-time output tracking, counterfactual evaluation design, mid-term and final evaluations, and learning report production aligned with AfDB, GIZ, and EU standards.
We provide specialist advisory on critical minerals strategy, beneficiation economics, and resource sector governance. Services include materials flow analysis, investment feasibility assessment, sector regulatory review, resource revenue management frameworks, and investor-grade documentation. Drawing on direct experience advising at Cabinet level on South Africa's Critical Minerals Strategy.
TAFMUP builds impact measurement into the design of every research project, policy advisory mandate, and implementation programme from the outset. We do not measure impact after the fact — we engineer the feedback loop in advance, so every output generates usable learning for the next cycle.
Continuous measurement of programme outputs against baseline indicators using live panel datasets, customs trade data, and primary survey instruments. Every TAFMUP project defines a set of measurable output and outcome indicators at inception, tracked through Stata and R-based dashboards updated throughout the programme cycle.
Counterfactual evaluation designs testing whether TAFMUP advisory inputs produced measurable changes in policy instruments, regulatory frameworks, or institutional behaviour. We apply difference-in-differences, synthetic control, and regression discontinuity designs where data permits, and structured qualitative assessment where quantitative methods are limited.
MEL findings are systematically fed back into research hypotheses and implementation design. Each programme cycle generates a learning note that informs the next research question, adjusts analytical assumptions, and updates deployment parameters across active project engagements. Learning is never locked in a report — it lives in the next design cycle.
Interactive dashboards built for institutional clients and research partners, tracking fiscal fragility scores, trade misinvoicing gaps, resilience index values, and informal sector compliance metrics. Systems are built in R Shiny and Stata Do-files with documented replication code, enabling client teams to update outputs independently as new data becomes available.
Every TAFMUP research output moves through a structured publication pipeline. This tracker reflects the current status of all active research outputs across our eight programmes.
| Paper | Programme | Co-Authors | Target Journal | Status |
|---|---|---|---|---|
| When Fiscal Space Turns Fragile: Threshold Effects and Crisis Risk in Africa (Ocean P1) | Macro-Financial | Mupingashato | Journal of African Economies | Working Paper |
| Policy Overlap Risk: Monetary Tightening and Fiscal Stress in Africa (Ocean P2) | Macro-Financial | Mupingashato | African Finance Journal | Working Paper |
| Stock-Flow Inconsistencies as Leading Crisis Indicators in Africa (Ocean P3) | Macro-Financial | Mupingashato | Economic Modelling | Working Paper |
| South Africa Economic Resilience Index: ARDL Analysis 1990 to 2023 | Resilience | Mupingashato | Development Southern Africa | Submitted |
| Tracing South Africa's E-Commerce Maturity: A Data-Driven Diagnostic | Digital Economy | Mupingashato | African Journal of Econ. and Mgmt. | Draft |
| Dig, Spend, Owe: Resource Revenue and Sovereign Debt in Sub-Saharan Africa | Mineral Economics | Mupingashato | Resources Policy (Elsevier) | Submitted |
| Zimbabwe Dual-War Shock Trilogy: Russia-Ukraine and US-Israel-Iran Transmission | Zimbabwe Research | Mupingashato | SAJEMS / Cogent Economics | Working Paper |
| Ghana Petroleum Sector IFF: Capital Flight in Extractive Finance | IFF | Ahene-Codjoe, Alu, Mupingashato | African Finance Journal | Under Review |
| Zimbabwe Export Basket Complexity and AfCFTA Integration | Trade Intelligence | Zubane, Mupingashato | Journal of African Trade | Submitted |
| Colonial Spatial Confinement and Informal Retail in Zimbabwe | Informal Economy | Mupingashato | Urban Studies | Under Review |
| Immigration Enforcement and Agricultural Price Dynamics in South Africa (12-paper series) | Migration Economics | Mupingashato | SAJEMS / Food Policy | Draft |
| Green Jobs and Green Skills: Zimbabwe Tertiary Education Readiness | Green Economy | Mupingashato, Mufandaedza | Policy Report / Consultancy Output | Revise and Resubmit |
| Economist Sentiment Index Zimbabwe: Q1 2026 Pilot | Zimbabwe Research | Mupingashato | AREF / SAJEMS | Draft |
| Social Progress Index Series: Six papers across Sub-Saharan Africa | Development Economics | Dieudonne, Mupingashato | World Development / EJDR | Draft |
Short-form policy outputs translating TAFMUP research into evidence-based recommendations for governments, development finance institutions, and civil society organisations across Africa.
A multidisciplinary team spanning economics, gender studies, public policy, monitoring and evaluation, and development finance — operating across South Africa, Zimbabwe, and Belgium.
By 2030, TAFMUP will be recognised across Africa and internationally as the defining intellectual and implementation home for rigorous, action-oriented work on economic governance, financial integrity, and structural transformation — shaping policy from Harare to Brussels to Addis Ababa.
We produce empirically grounded research, translate it into executable policy instruments, deliver implementation solutions end-to-end, and measure real-world impact through a rigorous MEL architecture — at every level of Africa's economic system, from the informal sector to the sovereign balance sheet.
TAFMUP is executing a deliberate transformation — from a registered South African research and trade consultancy into a fully institutionalised, grant-funded, publication-producing, implementation-capable research platform. The FWO-NRF 2027 to 2029 bilateral programme with KU Leuven and The African Illicit Finance Codex (two volumes, Palgrave and Routledge) anchor this transition.
Publish 24 or more peer-reviewed papers by 2030, anchored in the Ocean Series, GMD empirical series, and Zimbabwe research programme.
Secure FWO-NRF 2027 to 2029 and two additional competitive grants from AfDB, NRF, or EU Horizon Africa by 2028 to fund full operations.
Deliver policy instruments and advisory inputs to five African governments and three multilaterals — AU, SADC, AfDB — by 2027.
Deploy three operational digital platforms — digital trade intelligence, MEL dashboards, and sector analytics — by 2027 with measurable client uptake.
Train 500 or more officials, graduate students, and policymakers in IFF measurement, trade analytics, and MEL systems by 2028.
Achieve institutional sustainability through diversified income — grants, advisory retainers, publication royalties, and applied project revenue by 2029.
Africa's development challenge is not a shortage of research. It is a structural disconnect between knowledge production, policy design, and real-world implementation. Governments commission studies; studies gather dust. Policies are designed without evidence; evidence is produced without uptake. Implementation happens without measurement; measurement happens too late to inform the next cycle. TAFMUP was built to close this loop — permanently.
We are the only African platform that integrates all four functions — economic intelligence, policy translation, systems execution, and real-time impact evaluation — under one roof. Our research generates findings. Our policy arm structures them into actionable instruments. TAFMUP delivers and implements the solutions directly. Our MEL system measures what worked, and feeds the learning back into the next research cycle. This is not theory. It is how we operate, on every project, in every engagement.
We build the evidence, write the policy, support the implementation, and measure the outcomes. From Cabinet-level critical minerals strategy to continental IFF training programmes across 30 African economies to real-time fiscal risk dashboards — TAFMUP delivers end-to-end, with the rigour of academic research and the accountability of an implementation partner.
We produce rigorous, replicable empirical work that meets international academic and institutional standards, and package it into dashboards, training programmes, and diagnostic tools that your operations teams can deploy directly. Our SERI resilience index, trade misinvoicing dashboards, and MEL frameworks are designed for direct institutional application — not academic archiving.
We bring African-led, Africa-centred empirical scholarship grounded in cutting-edge econometrics, open science, and a decade of continental field engagement. Our FWO-NRF 2027 to 2029 collaboration with KU Leuven demonstrates our capacity for high-quality bilateral research at the international frontier. We are the partner who can both generate knowledge and ensure it lands.
Ready to design, deploy, and measure transformation?
Download TAFMUP research outputs, policy briefs, and analytical tools. Selected reports are available free of charge. Premium data products and full research reports are available for purchase. All proceeds support TAFMUP's open science mission.
Comprehensive primer on IFF measurement methodology, covering the Partner Country Method, trade misinvoicing detection, and the Financial Secrecy Index. With applied African case studies.
Full technical documentation of the SERI — 34 indicators, 7 pillars, ARDL methodology, and policy implications for South Africa's macroeconomic governance (1990 to 2023).
Five-pillar maturity assessment with raw indicator data, maturity scores, policy gap analysis, and investment priority recommendations across the digital trade ecosystem (1996 to 2024).
Analysis of Zimbabwe's export composition, trade misinvoicing patterns, and strategic options for leveraging AfCFTA market access under constrained financial systems and sanctions exposure.
Summary findings from the CZI-commissioned study on Zimbabwe's tertiary education readiness for the green economy transition, with curriculum gap analysis and policy recommendations.
The full working paper modelling the commodity windfall to debt accumulation nexus across resource-rich African states, with fiscal rule design recommendations to break the cycle.
Combined working paper bundle covering fiscal fragility thresholds, monetary-fiscal policy overlap risk, and stock-flow inconsistencies as leading indicators of African macro crises.
Complete training package used in TAFMUP's IFF capacity building programmes — includes slide decks, exercise datasets, Stata do-files, and a facilitator guide for in-house delivery.
Postdoctoral Research Fellow
mupintl@unisa.ac.za
WhatsApp: +27 65 191 3845
Call: +27 65 191 3845
Johannesburg, South Africa
Supervisor: Prof. Charlotte du Toit
Account Name: TAFMUP (PTY) LTD
Account Number: 63162180384
Branch Code: 251905 (Braamfontein 054)
SWIFT: FIRNZAJJ
Reg. No: 2025/461781/07
Established: 24 June 2025