When components cross borders several times, conventional trade statistics count the full value each time.
The double counting problem
Gross exports including imported inputs.
Which inflates the apparent size of trade.
Value added measures
Statistics attributing value to where it was created.
Which international bodies now publish.
Bilateral balance effects
Deficits with assembly countries overstated.
Which changes the political picture substantially.
Why this matters
Policy responding to figures that misdescribe the situation.
Why the numbers mislead
A device assembled in one country from components made in several others is recorded at full value as an export from the assembling country.
Which attributes the entire value to the place where the least value was added.
Value-added statistics correct for this, and they show bilateral balances that differ substantially from the headline figures used in political debate.
Who captures the value
Design, branding and software frequently earning more than assembly.
Which the location of final assembly conceals.
Policy implications
Tariffs on assembled goods hitting inputs from many countries.
Which includes the tariffing country's own exports.
Data availability
International organisations publishing value-added trade data.
A general note
Both measures are published; they answer different questions.
Why trade economics is unusually badly reported
Trade is one of the few areas where the professional consensus and the public conversation have diverged sharply, and the reasons are structural rather than anyone being dishonest.
The gains from trade are diffuse, invisible and spread across everyone as slightly lower prices. The losses are concentrated, visible and located in identifiable places. That asymmetry means the costs are reported and the benefits are not, and public understanding follows what is reported.
What economists actually agree and disagree about
There is broad agreement that trade produces aggregate gains, that tariffs are paid substantially by domestic buyers, that bilateral deficits carry little information, and that adjustment costs for affected workers and regions are real and were badly handled.
There is genuine disagreement about industrial policy, about how much strategic autonomy is worth, and about what the right response to concentrated losses actually is. Those are the live arguments, and they are considerably more interesting than the ones that dominate coverage.
Where to find the actual evidence
International organisations publish trade data, including value-added measures that correct for double counting. Central banks and research institutions publish studies of specific policy episodes. Government departments publish full agreement texts.
All of it is free, most of it is readable by anyone willing to skip the technical sections, and it is considerably more informative than commentary that treats trade as a contest with winners and losers.
A general note
This describes research findings and institutional arrangements rather than advocating any policy position. Trade rules, tariff schedules and control regimes differ by jurisdiction and change frequently, and official sources are the authoritative reference for anything specific.
The distinction that clarifies most of these arguments
Almost every trade dispute conflates two separate questions: whether a policy makes the country as a whole better off, and how the gains and losses are distributed within it.
Those have different answers. Trade liberalisation has generally produced aggregate gains and concentrated losses. Protection generally reverses that: it produces concentrated gains for a protected industry and diffuse losses spread across everyone who buys the product.
Arguing about the first question when the real disagreement is about the second produces the peculiar quality of trade debate, where both sides can be factually correct and entirely fail to engage with each other.
What the adjustment failure actually was
Standard economic analysis predicted that trade would produce winners and losers and that the winners could in principle compensate the losers. The compensation was never adequately delivered, in most countries that liberalised.
Research examining regional effects found persistent losses in affected areas: reduced employment, lower wages and effects lasting decades rather than the temporary adjustment the models assumed. That is not a refutation of the theory, which said nothing about how quickly people move between industries. It is a demonstration that the policy response was inadequate.
Why this matters for current debates
Protection is being argued for on grounds of security, resilience and regional employment rather than on efficiency grounds. Those are different arguments requiring different evidence, and efficiency-based objections do not answer them.
The useful question in any specific case is what the policy is actually for, and whether the instrument chosen is likely to achieve it.
Reading trade coverage critically
Check whether a deficit figure is bilateral or overall, whether trade values are gross or value-added, whether a tariff study measured pass-through or assumed it, and whether a claimed job figure is gross or net of losses elsewhere.
Those four checks dispose of a substantial proportion of misleading trade coverage, and all four are answerable from the source material.
A closing note
Trade policy involves genuine trade-offs between efficiency, security, employment and distribution. Positions that present it as having no costs, in either direction, are describing something other than the evidence.