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production stages · input-output · ADB MRIO
How far upstream does each economy sit in world production?
A tonne of iron ore passes through smelting, casting, stamping, assembly and retail before anyone consumes it; a haircut is consumed the moment it is produced. Upstreamness makes that difference a number: the expected count of production stages between an industry's output and final demand. This page computes it from the full inter-industry structure of the ADB Multi-Regional Input-Output tables, 62 economies plus a Rest of World block, 35 sectors, 19 years, and asks which industries and which economies sell farthest from the final consumer.
economies62 + RoW
sectors35
years19 (2000, 2007-2024)
most upstream sector (2024)Mining (4.02)
world mean U (2024)2.37
What upstreamness measures
Antras, Chor, Fally and Hillberry (2012, American Economic Review Papers and Proceedings102(3): 412-416) define upstreamness U as the expected number of production stages between an industry's output and final demand: U = 1 for an industry whose entire output goes straight to final consumers, 2 for one whose output enters exactly one further stage, and so on, with the full distribution of paths through the input-output matrix resolved by a Leontief-type inversion. Here U is computed from the Asian Development Bank's Multi-Regional Input-Output tables (ADB Key Indicators Database, kidb.adb.org), a closed world system of 62 economies plus a Rest of World block, each split into 35 sectors, so no open-economy trade correction is needed. Industries with gross output at or below 15 million USD are dropped from the reported panel (their table entries are balancing allocations, not measured flows, and produce phantom outliers); above that floor, U in this panel runs from 1.00 to 10.58 (the maximum is LVA's mining and quarrying sector in 2000).
The world's most and least upstream industries
The 2024 ordering reads like a walk down a supply chain. At the top sit the industries whose output almost never meets a consumer directly: mining and quarrying (U = 4.02), electricity, gas and water (3.49), and basic and fabricated metals (3.34), each sold overwhelmingly to other producers who process it further. At the bottom sit the services delivered face to face: health and social work (U = 1.09, almost pure final demand), education (1.21) and public administration (1.24). Construction (1.52) is the interesting low case: it devours steel, cement and machinery, but its own output, a finished building, is final demand, so it anchors long chains without being upstream itself. The measure is about where output goes, not how much processing came before.
Figure 1
Upstreamness by sector, world level, 2024
World output-weighted U per sector, all 35 ADB MRIO sectors. The gap between mining (4.02) and health (1.09) spans nearly three production stages. Goods-producing sectors (darker) dominate the upstream half; in-person services (lighter) crowd the downstream end, while transport and business services, which sell mostly to other firms, rank above every consumer-facing service.
Source: ADB Multi-Regional Input-Output Tables (62 economies, 35 sectors), Asian Development Bank KIDB, retrieved 2026-07-28; method: Antras-Chor-Fally-Hillberry (2012). World sector values are output-weighted means across economies; sector labels abbreviated from the ADB nomenclature.
Has world production gotten more roundabout?
Yes, and the timing tracks the fragmentation of manufacturing. The cross-sector world mean rose from 2.13 in 2000 to 2.24 by 2007, climbed unevenly through the 2010s, and peaked at 2.46 in 2022, the year supply chains were stretched by the post-pandemic restocking surge and the commodity-price spike that inflated the upstream tiers. By 2024 it had eased back to 2.37, a step down from the peak that returns the series to its 2013-2021 range, not to pre-crisis levels. Production today passes through 0.23 more stages than in 2000 on this measure: modest per sector, but applied to the whole world economy it is an enormous volume of intermediate shipments that did not exist a generation ago.
Figure 2
World mean upstreamness, 2000-2024
Mean of the 35 world sector values, sectors equally weighted (each sector value is itself output-weighted across economies). The rise runs from 2.13 in 2000 to a peak of 2.46 in 2022, easing to 2.37 in 2024. ADB publishes no MRIO tables for 2001-2006, so the segment between 2000 and 2007 connects two observations and carries no annual information.
Source: ADB Multi-Regional Input-Output Tables (62 economies, 35 sectors), Asian Development Bank KIDB, retrieved 2026-07-28; method: Antras-Chor-Fally-Hillberry (2012). World line = unweighted mean across the 35 world sector values per year; no tables exist for 2001-2006.
Where economies sit: structure, not income
Average each economy's sector-level U (simple mean across its reported sectors, since the panel carries no output weights at this level) and the 2024 ranking is led by MNG (2.86), KOR (2.79) and CHN (2.75): a mining economy, a heavy-industry exporter and the world's largest producer of intermediate goods. The bottom holds BTN (1.69), PAK (1.71) and BGD (1.71), economies whose garments, crops and services sell close to final consumers. Income explains little: the United States, at $85K per head, ranks 54 of 62 with a mean U of 1.90, because a service economy consumes most of its own output one step from production. The honest reading of the scatter is that industrial structure, not development level, sets chain position. One caveat the simple mean imposes: it weights all sectors equally, so a hydrocarbon exporter like Brunei averages just 1.73 even though its mining sector alone scores 3.41; the mean describes the breadth of an economy's industrial structure, not the composition of its output.
Figure 3
Mean upstreamness vs GDP per capita, 60 economies, 2024
Each point is an economy: horizontal position is GDP per capita (log scale), vertical is the simple mean of its sector-level U. The cloud is flat: upstream economies (MNG, KOR, CHN, LUX) and downstream ones (PAK, BGD, USA) appear at every income level. Commodity and heavy-industry exporters sit high, service- and assembly-centered economies low, and two economies above $80K per head, Luxembourg (2.72) and the United States (1.90), span most of the vertical range between them. Taiwan and Bhutan lack a 2024 WDI value and are excluded; RoW is not a country and is excluded throughout.
Source: ADB Multi-Regional Input-Output Tables (62 economies, 35 sectors), Asian Development Bank KIDB, retrieved 2026-07-28; method: Antras-Chor-Fally-Hillberry (2012). Country U = simple mean across reported sectors (no output weights at country level). GDP per capita: World Bank World Development Indicators, NY.GDP.PCAP.CD, current USD, 2024.
Movers, 2007-2024
Position changes slowly, but it changes. Comparing each economy's mean U in 2007 and 2024 on the set of sectors observed in both years, the largest upstream moves belong to small hub economies and mining exporters: MLT (+0.52), LAO (+0.52), CYP (+0.48) and MNG (+0.41), with NLD (+0.39) and KOR (+0.30) showing that large industrial economies drifted the same way as their intermediate and re-export business deepened. The largest downstream moves are BRN (-0.47), KAZ (-0.38), MYS (-0.29) and THA (-0.28): hydrocarbon and commodity economies alongside Southeast Asian manufacturers, all with sector-level chain positions that shifted toward final demand over the period.
Figure 4
Largest changes in mean upstreamness, 2007-2024
The eight largest increases and eight largest decreases in country mean U between 2007 and 2024, computed on each economy's balanced sector set so sectors crossing the reporting floor do not move the mean. MLT rose +0.52 (from 2.12 to 2.65); BRN fell -0.47 (from 2.22 to 1.75). Moves of this size amount to adding or shedding roughly half a production stage across the whole economy in seventeen years.
Source: ADB Multi-Regional Input-Output Tables (62 economies, 35 sectors), Asian Development Bank KIDB, retrieved 2026-07-28; method: Antras-Chor-Fally-Hillberry (2012). Change in simple-mean country U, 2007 to 2024, balanced sector sets per economy; RoW excluded.
Upstreamness is not the mirror of downstreamness
The same tables yield a second measure: downstreamness D, the expected number of stages embodied in an industry's production on the input side (D = 1 for an industry using primary factors only). The two are far from mirror images. Mining sells into long chains (U = 4.02) but buys short ones (D = 2.19); transport equipment is the reverse, close to final demand on the sales side (U = 2.03) yet embodying more prior stages than almost any other sector (D = 3.04), the signature of complex final assembly. Electrical and optical equipment is long on both dimensions (U = 2.66, D = 3.03), a mid-chain sector that both absorbs and feeds elaborate networks, while real estate is short on both (U = 1.56, D = 1.51). Construction pairs one of the lowest U values (1.52) with a high D (2.69): the end of many chains, the start of none.
Figure 5
Upstreamness vs downstreamness by sector, world level, 2024
Each point is one of the 35 world sectors: horizontal position is D (stages embodied on the input side), vertical is U (stages remaining to final demand). The upper left holds pure suppliers (mining, business services, finance); the lower right holds complex assemblers (transport equipment, leather and footwear, textiles); the lower left holds sectors outside long chains entirely (private households, real estate, retail). Sectors on the diagonal, like electricity or basic metals, pass through as much as they absorb.
Source: ADB Multi-Regional Input-Output Tables (62 economies, 35 sectors), Asian Development Bank KIDB, retrieved 2026-07-28; method: Antras-Chor-Fally-Hillberry (2012). U = expected stages from output to final demand; D = expected stages embodied in production (Fally 2012; Antras and Chor 2018). World sector values are output-weighted means across economies.
Where to go next
The GVC pages carry a position measure for each economy, but it is a different object: the per-country profiles on /gvc infer position from trade flows (the balance of foreign value added in exports against domestic value added re-exported by partners), a proxy built from what crosses borders. The measure on this page is computed from the full inter-industry structure, every domestic and cross-border transaction in the MRIO system, so it counts the stages themselves rather than inferring them. The two agree on the broad map and disagree instructively where domestic processing is long but trade is thin. For the rest of the stack, the supply-chain hub collects concentration, chokepoints and vulnerability, and critical inputs asks which upstream products each economy cannot export without.