Uganda's Global Value Chains: What Trade-in-Value-Added Reveals About Real Economic Gains

Uganda exports coffee, fish, sugar, dairy, edible oils, and cassava — but how much of the revenue from those exports actually stays in the Ugandan economy? The answer is smaller than gross export figures suggest, and understanding the gap requires a framework called Trade-in-Value-Added (TiVA). TiVA strips away the cost of imported inputs that went into a product before it crossed Uganda's border, leaving only the portion of value that was genuinely created inside the country. That domestic share is what drives wages, profits, and tax receipts for Ugandans.

Over multiple visits — including field trips in October 2024, January 2026, and April 2026 — Mark Suer documented Uganda's trade sector at ground level, from coffee collection points in the south-west to fish-processing facilities on Lake Victoria's shores. What those visits made clear is that the official export numbers visible in any trade report tell only part of the story. The rest of the story belongs to the concept of global value chains and the analytical tools built to track them.

Traditional trade statistics record the full market value of a product at the moment it crosses a border. When Uganda exports a tonne of green coffee, the export figure captures the price paid by the foreign buyer. But that coffee may have required fertiliser imported from Kenya, burlap sacks stitched from imported jute, and fuel for drying machinery sourced from the Gulf. None of those inputs were created in Uganda. Subtracting their cost yields the value added domestically — the labour of pickers and processors, the use of locally owned land, the profit of the Ugandan exporter.

TiVA-based analysis was developed by international statistical bodies precisely because globalisation made traditional gross-trade figures increasingly misleading. The famous Irish case illustrates the problem at an extreme: Ireland's real GDP appeared to jump by more than 26 percent in 2015 in official statistics — a distortion caused by multinational companies relocating intellectual property assets (patents, licences) to Irish balance sheets without any equivalent movement of physical production. The lesson is that headline GDP and gross export figures can diverge sharply from the economic reality experienced by ordinary workers and businesses.

How the Accounting Works

In the national accounts framework, gross value added is calculated by subtracting intermediate inputs — the goods and services consumed in production — from total output. Summing gross value added across all sectors of the economy, then adjusting for commodity taxes (such as VAT, excise duties, and import tariffs) and subtracting commodity subsidies, produces GDP at market prices. The TiVA approach applies this same production-side logic to trade flows, tracing how much of an exported product's final price originated in each country along the supply chain.

For Uganda this is not a trivial exercise. Many of Uganda's exports pass through intermediary traders or processors in neighbouring countries before reaching final markets in Europe, Asia, or the Middle East. A coffee exporter might sell to a trader in Mombasa, who blends the beans with Ethiopian or Tanzanian lots before shipping to Rotterdam. The origin-based value added that Uganda can claim is only the portion created before the Mombasa blending step.

Transit Trade and Its Statistical Treatment

A related complexity is transit trade — a situation where a Ugandan merchant buys goods in a third country (say, manufactured goods from China passing through Dar es Salaam) and re-exports them to another market, with the physical merchandise never entering Uganda at all. Under the updated international standards for trade statistics, such transactions should not be recorded as an ordinary import followed by an ordinary export, because that would inflate both sides of Uganda's trade account artificially.

Instead, the recommended treatment records the purchase of goods abroad as a negative export rather than an import. The subsequent re-sale is booked as an ordinary export. The net effect is that only the trading margin — the profit earned by the Ugandan merchant — appears in Uganda's export statistics. This prevents the growing volume of transit trade from distorting the apparent size of Uganda's import and export flows as regional integration deepens.

Uganda's most important agricultural value chains — the interconnected sequence of producers, processors, transporters, traders, and retailers that bring a product from farm to final consumer — span several commodities. Each chain has a distinct structure, a different degree of domestic processing, and therefore a different TiVA profile.

Coffee

Coffee is Uganda's largest single export earner and one of the most structurally analysed value chains in East Africa. Uganda produces both Arabica, grown in the highland areas of Mount Elgon and the Rwenzori foothills, and Robusta, which thrives in the central and western lake-region lowlands. Robusta from Uganda commands attention internationally because its genetic diversity — some of the world's oldest Robusta varieties grow wild in the Kibale corridor — gives it distinct flavour characteristics.

Despite this quality reputation, the dominant export form remains green (unroasted) beans. Roasting, grinding, branding, and retail — the stages that capture the largest share of the consumer price — take place in importing countries. A bag of Ugandan coffee sold in a German supermarket may carry a retail price forty to eighty times the farmgate price paid to the Ugandan smallholder. The TiVA share retained in Uganda covers the farmgate price, the cost of processing to parchment and green grade, transport to the export warehouse, and the exporter's margin. Everything above that accrues elsewhere.

There are active domestic roasting operations in Kampala and Jinja, and the Uganda Coffee Development Authority has for years promoted value addition. Progress is real but gradual: roasted and instant coffee now form a modest but growing share of exports. During visits to south-western Uganda in October 2024, the gap between farm-level and finished-product prices was a recurring theme in conversations with cooperative managers.

Fish

The fish processing sector, centred on Lake Victoria, is Uganda's second-largest source of foreign exchange from a single commodity. Nile perch is the dominant species in export volumes. The value chain runs from artisanal and semi-commercial fishing boats on the lake, through licensed fish-landing sites, into processing plants that fillet, chill, and freeze the product for export to the European Union, Israel, and Asian markets.

Uganda's fish processing industry is more capital-intensive than coffee and involves more domestic transformation. Filleting adds significant value over whole-fish export. Yet the EU import market, which requires compliance with hygiene certifications, phytosanitary standards, and cold-chain documentation, imposes costs that absorb part of the added value. Fish feed, refrigeration equipment, and certification services all involve imported goods or foreign expertise, reducing the net domestic value retained.

Overfishing pressures on Lake Victoria have also constrained the sector. Declining catches mean processors sometimes operate at below full capacity, raising unit costs. This structural problem is visible in Uganda's own subsistence economy and food security data and feeds directly into value-chain analysis: a constraint on raw material supply compresses the domestic value that can be extracted even with good processing facilities.

Sugar, Dairy, Edible Oils, and Cassava

Uganda's sugar industry is among the more integrated domestic chains. Large mill operations — Kakira Sugar Works near Jinja being the largest — take sugarcane from both estate farms and outgrower smallholders and process it into refined sugar for the domestic market and for export to other East African Community members. The chain retains a comparatively high share of value domestically because both growing and milling occur inside Uganda, and the primary market is regional rather than intercontinental.

The dairy sector is growing rapidly, supported by investment in cooling infrastructure and milk-collection hubs in the south-western dairy triangle around Mbarara and Kiruhura. Uganda produces surplus milk during peak seasons, much of which is converted into long-life UHT milk, powdered milk, and cheese for export. The value-added content of these processed dairy products is substantially higher than raw milk, and Uganda retains a larger share of the final price than in coffee.

Edible oils — derived mainly from sunflowers grown in the eastern and northern regions, and from palm grown in the western Kalangala islands — follow a similar logic. Crushing and refining takes place domestically, and the refined product serves the regional market. Cassava, by contrast, is mostly a food-security and subsistence crop, though cassava starch and cassava flour are beginning to find export markets in the region.

One of the starkest lessons from comparative TiVA studies is the role of multinational enterprises in redistributing value along global chains. A multinational that owns the coffee brand, the logistics network, and the retail channel is able to book profit at whichever stage of the chain is most tax-advantageous. If a parent company in a low-tax jurisdiction holds the intellectual property rights to the brand, it can charge a royalty to its African subsidiary for the right to use that brand — effectively transferring profit offshore before it becomes taxable income in Uganda.

This is the same structural phenomenon that produced the Irish statistical distortion: intellectual property assets — patents, licences, brand rights — were relocated to Ireland within multinational corporate structures, causing Ireland's GDP to spike in a way that had nothing to do with physical production on Irish soil. For Uganda and other agricultural exporters at the raw-material end of commodity chains, the concern runs in the opposite direction: profits that are economically generated through Ugandan labour and land tend to be captured at branding and retail stages located outside Uganda.

The OECD's BEPS initiative (Base Erosion and Profit Shifting) has generated significant data and policy pressure around this issue. While BEPS primarily targets tax avoidance by large corporations in advanced economies, its analytical toolkit — tracing where economic activity genuinely occurs versus where profits are declared — is directly relevant to understanding Uganda's position in global commodity chains.

Uganda's trade sector encompasses a wide range of activities beyond commodity export: wholesale and retail distribution, cross-border trade with neighbouring countries, service imports for the tourism industry, and a rapidly growing informal cross-border trade with the Democratic Republic of Congo, South Sudan, Rwanda, Kenya, and Tanzania. Analysing this sector requires tracking both value added — the wages paid to workers in trade enterprises, the profits retained by Ugandan owners — and the intermediate inputs consumed: fuel, vehicles, packaging, communications.

The labour cost component of value added in trade and distribution is significant. Ugandan trading enterprises are labour-intensive by the standards of high-income economies. A substantial share of value added in the sector flows directly to workers as wages rather than to capital owners — a feature that gives the sector considerable importance for household income, even if its contribution to formal GDP appears modest compared with agriculture or manufacturing.

Operating costs — the intermediate consumption that must be subtracted to arrive at value added — include imported goods such as fuel, vehicle parts, and communications equipment. As Uganda's trade volumes grow with regional integration, the import content of the trade sector itself rises. TiVA-style analysis of the trade sector therefore reveals a feedback loop: more trade activity generates more gross output, but also more demand for imported inputs, and the net domestic value added depends on the balance between these forces.

The Role of Regional Integration

Uganda is a member of the East African Community and the Common Market for Eastern and Southern Africa. Regional trade agreements reduce tariffs and, in principle, allow Ugandan producers to access larger markets without the cost disadvantage of full import duties. For value chain analysis, regional integration matters because it changes the geography of processing: sugar refined in Uganda can enter Kenya or Rwanda under preferential terms, making it viable for the value-adding step to occur on Ugandan soil.

In practice, non-tariff barriers — standards, certifications, border delays, informal payments — often erode the theoretical advantage of preferential tariff access. Conversations with traders during on-site visits in January 2026 underscored that the time and cost of crossing borders remain significant even within the EAC, compressing the margins that make domestic processing economically attractive.

Moving up the value chain — capturing a larger share of the final consumer price through more domestic processing — is a stated goal of Uganda's economic development strategy. The practical requirements are demanding. Reliable electricity is essential for food processing, cold chains, and manufacturing; Uganda's power supply, while expanding with new hydro capacity at Isimba and Karuma, still poses reliability challenges in rural areas where raw materials are produced.

Access to finance at reasonable cost is a second prerequisite. Processing equipment requires capital investment that most smallholder cooperatives cannot self-finance. Development finance institutions and blended finance mechanisms have filled part of this gap, particularly in the coffee and dairy sectors, but the cost of borrowing in Uganda remains high by regional standards.

Certification and compliance with destination-market standards — EU food safety regulations, organic certification, fair-trade standards — create both a barrier and an opportunity. Meeting these standards requires investment in training, testing infrastructure, and documentation systems. Once met, they confer a price premium and more stable buyer relationships that shift negotiating power slightly toward Ugandan exporters.

[QUOTE: cooperative manager in Bushenyi district on the changing economics of coffee processing]

The subsistence economy that underpins Uganda's agricultural base — where a large proportion of rural households consume much of what they produce and sell only surpluses — acts as both a buffer and a constraint. It means that even when commodity prices fall, rural households do not face immediate destitution. But it also limits the scale at which commercial value chains can source reliable volumes of standardised, quality-controlled produce. Understanding this tension is central to any serious analysis of Uganda's development trajectory.

For readers seeking context on how Uganda's tourism economy compares with commodity-export earnings, or how the country's poverty profile relates to the distribution of value-chain gains, the data tells a consistent story: the households most distant from processing and export infrastructure capture the least value from their labour. Policies that reduce that distance — through rural roads, cooperative processing facilities, and cold-chain infrastructure — translate directly into higher TiVA scores for Uganda's agricultural exports.

The broader question of what drives Uganda's poverty statistics and how rural incomes connect to global commodity prices is inseparable from value-chain analysis. A smallholder coffee farmer in Kabale who receives 3,000 Ugandan shillings per kilogram of cherry coffee while the roasted product sells for 30 euros per 250-gram bag in Berlin is experiencing the value-chain gap in the most direct way possible. Narrowing that gap — through domestic processing, better market information, and stronger negotiating positions for cooperatives — is the practical application of TiVA thinking at the farm level.

Uganda's food security situation is also shaped by value chain dynamics. When export prices for a commodity rise sharply, domestic food prices can follow, creating affordability problems for urban consumers while benefiting rural producers. When prices fall, the reverse dynamic can undermine rural incomes that have become dependent on cash-crop sales. This volatility, and the structural features of value chains that amplify it, is one of the central economic policy challenges Uganda faces in the decade ahead.