07/18/2025 | Press release | Distributed by Public on 07/18/2025 11:18
July 18, 2025
Spencer Bowdle and Fariha Kamal1
U.S. trade policy shifted dramatically in 2025-the average effective tariff rate increased from 2.3 percent in 2024 to 13.1 percent as of June 13, 2025.2 This dramatic rise in tariffs reflects increases for a wide variety of products across all trading partners. Along with widespread tariff increases, however, U.S. importers now face additional compliance costs to conform with increasingly complex trade regulations and reporting obligations. This Note quantifies the additional compliance costs of the recent trade regulations.3
We utilize changes in the rules of origin (RoO)-the criteria needed to determine the national source of a product-when the United States-Mexico-Canada Agreement (USMCA) replaced the North American Free Trade Agreement (NAFTA) in 2020 as a case study to estimate the higher trade compliance costs in 2025. In particular, we focus on changes in RoO for automotive products.4 Comparing changes in the RoO for automotive products under the USMCA and NAFTA provides an especially salient context where the RoO became more stringent, necessitating additional origin, documentation, and filing requirements, comparable to the various content and reporting requirements under the new tariff actions.5
We posit that, conditional on sourcing from Canada or Mexico, the stricter RoO under the USMCA changed incentives for U.S. importers to claim preferential treatment relative to existing most-favored-nation (MFN) tariff rates. Thus, we examine the relationship between automotive product-level imports sourced under the two preferential trade agreements (PTAs) over time and their associated MFN tariff rates. We infer the cost of added compliance to U.S. importers as the average MFN rate at which we observe sharp declines in imports claiming preferential treatment post-USMCA.6 Our estimates indicate that additional trade compliance costs, expressed as an ad valorem tariff, can range between 1.4 and 2.5 percent.7 This implies potential annual costs between $39 and $71 billion faced by the manufacturing sector due to the 2025 tariff actions.
The RoO provisions in a PTA determine the eligibility status of goods for preferential treatment-i.e., reduced or zero duties. NAFTA entered into force on January 1, 1994, and was replaced by the USMCA effective July 1, 2020. Under the USMCA, the RoO provisions became more stringent for automotive products (Table 1).
Requirement | NAFTA | USMCA |
Regional value content | 62.5 percent for passenger vehicles, light trucks, engines, and transmission | 75 percent for passenger vehicles, light trucks, and core auto parts |
Labor value content | None | 40 to 45 percent of a vehicle's production value must be made by workers earning at least $16 per hour |
Steel and aluminum purchases | None | 70 percent of a vehicle manufacturer's steel and aluminum purchase value must originate in North America |
Source: Annex 401, North American Free Trade Agreement (World Trade Law, 2001); Chapter 4, United States-Mexico-Canada Agreement (Office of the U.S. Trade Representative, 2020b).
The threshold for existing regional value content-i.e., the share of a product's value originating in North America-increased by over 10 percentage points moving from NAFTA to the USMCA, and two new requirements were added:
In addition to the regional value content certification of origin, three new certifications (labor value content, steel, and aluminum certifications) must be submitted to receive preferential treatment.8 Thus, the stricter RoO imply potentially higher compliance costs due to higher content requirements and administrative costs of obtaining and filing the relevant documentation.
The higher compliance costs implied by the stricter RoO are comparable with those implied by the new tariff actions in 2025 because of certification of content requirements associated with the tariffs (Table 2) and the general increase in filing requirements per shipment.9 Thus, we use the estimates of higher compliance costs for automotive imports under the USMCA to infer the additional compliance costs under the new tariff actions.
Tariff action | Content-specific rule | Reporting requirements |
Section 232: Automobiles | 25 percent tariff on non-U.S. content of USMCA compliant imports | Value of U.S. content |
Section 232: Steel (Derivative Products) | 50 percent tariff on the steel content of imports; 0 percent tariff if the steel was melted and poured in the U.S. | Value of steel content; value of non-steel content; country of melt and cast |
Section 232: Aluminum (Derivative Products) | 50 percent tariff on the aluminum content of imports; 0 percent tariff if the aluminum was smelted and poured in the U.S. | Value of aluminum content; value of non-aluminum content; country of smelt and cast |
IEEPA Reciprocal | 10 percent tariff on non-U.S. content if at least 20 percent of the value originates in the U.S. | Total value excluding non-US content; value of non-US content; country of origin |
Note: This table displays the content requirements in select U.S. trade actions enacted in 2025 and current as of June 3, 2025. Section 232 of the 1962 Trade Expansion Act grants the U.S. president authority to adjust certain imports if they are determined to threaten national security and has been invoked to levy tariffs on automotive ("Automobiles"), steel ("Steel"), and aluminum ("Aluminum") products. Derivative products refer to manufactured items using steel or aluminum such as metal furniture, appliances, hardware, and so forth. The 1977 International Emergency Economic Powers Act (IEEPA) grants the U.S. President authority to regulate international economic transactions in a national emergency and has been invoked to levy so-called reciprocal tariffs on a wide set of products sourced from all countries. USMCA is United States-Mexico-Canada agreement.
Source: Executive Office of the President (2025a-2025h); Industry and Security Bureau, 2025a, 2025b.
Our analysis focuses on automotive products imported from Canada and Mexico due to the increase in their associated RoO under the USMCA compared with NAFTA, and because of meaningful variation in MFN rates across detailed products within the automotive category. We utilize data on automotive imports at the eight-digit Harmonized Tariff Schedule (HTS) level published by the U.S. Census Bureau and accessed through the USA Trade Online tool (U.S. Census Bureau, 2025). We use tariff schedules, also at the eight-digit HTS level, published by the U.S. International Trade Commission (USITC, 2025). Our analysis spans 2015 through 2024.
Automotive products are an important share of total U.S. imports from Canada and Mexico. In 2024, automotive products accounted for 14 percent of total imports from Canada and 37 percent of imports from Mexico (Figure 1). Passenger cars account for most automotive imports from Canada, while auto parts account for most of automotive imports from Mexico.10 The share of all automotive product imports from Canada and Mexico exhibit a short-lived decline after 2020. We next explore the post-USMCA trade patterns in more detail.
Note: This figure displays the share of automotive product imports from Canada and Mexico. Product groups are defined using end-use commodity classification. Legend key in order from bottom to top. Numbers inside each bar are rounded to the nearest integer.
Source: Authors' calculations using U.S. Census Bureau USA Trade Online.
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Auto industry stakeholders have cited greater administrative burden under the USMCA because of the new RoO. As one commentator described, "the burden and costs of certifications is so high that some suppliers choose not to perform the necessary calculations and documentation and instead simply label parts as 'non-originating' even if the good might otherwise qualify under the USMCA" (Office of the U.S. Trade Representative, 2022; pp. 9-10).
We begin by plotting the share of imports that are "originating" or "compliant" under the PTAs (henceforth, compliance shares) over time to seek visual evidence of any systematic breaks in compliance shares after the USMCA goes into effect.11 Figure 2 shows automotive product imports from each origin country (Canada and Mexico) that are entered under preferential treatment as a share of total auto imports by origin in six-month intervals beginning in 2015 through the end of 2024. We use six-month intervals since the USMCA went into effect in the latter half of 2020. We see a sharp decline in the share of compliant imports from both Canada and Mexico when the USMCA goes into effect as indicated by the dashed vertical line. The decline persists through 2023, consistent with a three-year phase-in period granted for automotive products (U.S. Customs and Border Protection, 2025).
Note: This figure plots automotive import compliance shares by origin country in 6-month intervals.
Source: Authors' calculations using U.S. Census Bureau USA Trade Online.
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Figure 3 further decomposes the compliance shares by broad product categories within automotive products. Compliance shares from Canada declined for trucks and auto parts around USMCA implementation with almost immediate return of truck shares to pre-USMCA levels. Compliance shares from Mexico show a marked decline for both passenger cars and auto parts with increases in 2024, although they remain well below pre-USMCA levels.
Notes: This chart plots automotive import compliance share by broad product groups and origin country in 6-month intervals.
Source: Authors' calculations using U.S. Census Bureau USA Trade Online.
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Next, we examine whether the changes in compliance shares vary systematically with the preference margin under the PTAs to infer the cost of trade compliance. The preference margin is the difference between the MFN tariff rate and the tariff rate under the PTAs-i.e., 0 percent.12 The intuition is that the preference margin, or MFN rate, for a product should only incentivize U.S. importers to select into non-compliant status if the costs of incurring the MFN tariffs are lower than the costs of complying with the RoO. In the context of examining changes in RoOs, we hypothesize that U.S. importers will be incentivized to divert imports from compliant (under NAFTA) to non-compliant (under the USMCA) status only if the costs of complying with the new and more stringent RoO outweigh the savings from avoiding MFN tariffs.13 Thus, trade compliance costs can be inferred as the average MFN tariff rate at which compliance shares decline post-USMCA.
We plot the compliance share from each origin country within four tariff bins (Figure 4).14 The MFN tariffs vary between 0 and 25 percent, with a significant mass of products at 2.5 percent.15 Bin 1 comprises of products with MFN rates greater than 0 percent but less than 2.5 percent-effectively 1.4 to 2.3 percent; bin 2 comprises of products with MFN rate of exactly 2.5 percent; bin 3 comprises of products with MFN rates greater than 2.5 percent but less than 25 percent-effectively 2.7 to 6.4 percent; and bin 4 comprises of products with an MFN rate of 25 percent.
A stark pattern emerges. Compliance shares are stable and close to 100 percent in the highest tariff bin followed by only slightly lower shares in the third highest tariff bin.16 In the next two lowest tariff bins, we see a visible decline in the compliance shares around the USMCA transition period, with the largest declines in compliance shares seen in products that face MFN tariffs between 1.4 and 2.3 percent followed by products in the 2.5 percent tariff bin.17 In summary, Figure 3 shows that overall compliance shares are positively correlated with MFN rates; and conditional on a baseline compliance share, changes in compliance shares post-USMCA are negatively correlated with MFN rates.
Notes: This figure plots automotive import compliance share by tariff bins and origin country in 6-month intervals.
Source: Authors' calculations using U.S. Census Bureau USA Trade Online and U.S. International Trade Commission Tariff Database.
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Long Difference
Motivated by the patterns in Figure 3, we estimate the following specification,
$$$$ \Delta_{2024-2019} \left(\frac{Imports^{PTA}}{Imports^{All}}\right)_{pc} = \alpha + \sum^{3}_{b=1} \beta_{b} (Tariff\ Bin)_{pb} + \delta_{c} + \varepsilon_{pc} ,\ (1)$$$$
where $$\left(\frac{{Imports}^{PTA}}{{Imports}^{All}}\right)_{pc} $$ is the compliance share for an eight-digit Harmonized Tariff Schedule (HTS) product code $$p$$ (that falls into tariff rate bin $$b$$, as defined for Figure 3) imported from country $$c$$(Canada or Mexico); $${Tariff\ Bin}_{pb}$$ is an indicator variable equal to 1 when product $$p$$'s tariff bin equals $$b$$ and 0 otherwise; and $$\delta_c$$ captures country fixed effects. Products with 0 percent MFN rates serve as the left-out tariff bin category and we exclude all observations with 25 percent MFN rates from all regressions.18
We consider the change from 2019 through 2024. The USMCA became effective in the middle of 2020, which is also the year when the pandemic affected global trade patterns. Thus, we use the last full year that NAFTA was in effect as the base year. We consider 2024 as the end of the change period because there was a three-year phase-in period for full compliance with USMCA requirements.19
The coefficients of interest are $$\beta_b$$ for tariff rate bins ($$b$$) 1 through 3, which capture the change in compliance share (2019 to 2024) for products with non-zero MFN tariff rates. We expect $$\beta_b$$ for each bin but attenuating toward zero for higher tariff rate bins, such that higher the MFN rate, the higher the incentive to continue claiming duty-free treatment even with stricter compliance requirements.
Indeed, we find larger declines in the average compliance shares in the lower tariff bins. As shown in Table 3, compliance shares decreased by about 21 percentage points for products facing tariffs in bin 1 compared to products in the left-out category while shares decreased by about 10 percentage points for products facing tariffs in bin 2 compared with products in the left-out category. There is no statistically significant difference in the change in compliance share of products facing tariffs in bin 3 compared with the left-out group.
Variables |
$$\Delta$$ Compliance share (1) |
Tariff bin 1 [1.4 - 2.3 percent] | -.208*** |
(0.059) | |
Tariff bin 2 [2.5 percent] | -.098*** |
(0.023) | |
Tariff bin 3 [2.7 - 6.4 percent] | -0.004 |
(0.043) | |
Observations | 325 |
Note: *** denotes significance at 1 percent level, ** significance at 5 percent, and * significance at 10 percent. The regressions exclude products that faced 25 percent tariffs over the sample period for data restriction and comparability reasons.
Source: Authors' calculations using U.S. Census Bureau USA Trade Online and U.S. International Trade Commission Tariff Database.
Difference-in-Differences
We next implement a generalized difference-in-differences (DiD) specification using our entire sample period, 2015 through 2024, to confirm that the patterns documented in Table 3 are robust to the choice of years, as follows,
$$$$ \left(\frac{{Imports}^{PTA}}{{Imports}^{All}}\right)_{pct}=\ \alpha+\sum_{b=1}^{3}{\beta_b\left(Tariff\ Bin\right)_{pb}\times P\ o\ s\ t_t}+\delta_p+\delta_{ct}+\varepsilon_{pct}.\ \ \ \ \ \ (2) $$$$
Time $$t$$ is a half year; the product-bin indicators $${Tariff\ Bin}_{pb} $$ are now interacted with $$Post_t$$, an indicator variable that equals 1 after the USMCA implementation (second half of 2020 and onward) and 0 otherwise; and we include product ($$\delta_p)$$ and country-by-time ($$\delta_{ct}$$) fixed effects.
The point estimates, shown in Table 4, are qualitatively similar to those in Table 3, which reports comparisons of the simple difference in compliance shares between 2024 and 2019 by tariff bin.20 In the sample of products for which we have consistent classification over the sample period (Table 4, column 2), the coefficient on tariff bin 3 is statistically significant, though smaller in magnitude compared to the other tariff bins.
These results are consistent with conjectures that it may be more cost-efficient for importers to pay low MFN tariffs than to incur the costs to meet the intricate USMCA RoO requirements (Wong and Kitamura, 2024).21
Variables | Compliance share | |
(1) | (2) | |
Tariff bin 1 [1.4 - 2.3 percent] × post | -.151*** | -.175*** |
(0.021) | (0.029) | |
Tariff bin 2 [2.5 percent] × post | -.103*** | -.099*** |
(0.009) | (0.009) | |
Tariff bin 3 [2.7 - 6.4 percent] × post | -0.022 | -.036** |
(0.016) | (0.017) | |
Sample Observations |
All product codes 6865 |
Time-consistent product codes 5564 |
Notes: *** denotes significance at 1 percent level, ** significance at 5 percent, and * significance at 10 percent. Column (1) includes all traded 8-digit HTS products from 2015 to 2024; column (2) excludes 8-digit Harmonized Tariff Schedule (HTS) products that were added or deleted over the sample period. Both columns exclude products that faced 25 percent tariffs over the sample period for data restriction and comparability reasons.
Source: Authors' calculations using U.S. Census Bureau USA Trade Online and U.S. International Trade Commission Tariff Database.
Automotive RoO changes under the USMCA provide a suitable laboratory to study the recent increases in trade compliance costs given the comparability in compliance complexity associated with the new U.S. trade actions enacted in 2025. Our analysis indicates that the additional associated costs of meeting content requirements, providing necessary documentation, and fulfilling all reporting obligations due to the new tariff actions can range between 1.4 and 2.5 percent on an ad valorem tariff equivalent basis.
Two implications arise from this result. First, even in the absence of new tariffs, increased requirements to comply with, document, and report product origins alone would have doubled the average effective tariff rates facing U.S. importers in 2025 compared to 2024.22 Second, all else equal, USMCA compliance shares in automotive products are likely to increase in the presence of the new 25 percent auto tariffs under Section 232 (Executive Office of the President, 2025c, 2025f), at least in the immediate term when supply chains are harder to reorient. However, the degree of increase towards full USMCA compliance will depend on firms' abilities to map the source of parts and components across intricate supplier networks that meet regulatory requirements.
We consider our estimates to be a lower bound because in addition to the higher content and reporting requirements, U.S. importers must now navigate increased complexity in the tariff schedule. Instead of a single MFN tariff rate for a product, importers now face multiple rates for the same product that vary by source country. This increased complexity not only adds to the administrative burden but also potentially increases the risk of errors and associated penalties, further elevating the true cost of compliance for U.S. importers. Using our lower bound estimates, the additional cost of compliance under the new tariff actions can still be sizeable. Figure 5 displays estimates of the additional annual compliance costs based on 2024 import patterns across the manufacturing sector.
Note: This figure displays estimates of additional annual compliance costs in 2025 (in million USD), calculated as the product of our estimate of ad valorem tariff equivalent cost of compliance (1.4 percent for dark blue bars, 2.5 percent for light blue bars) and the total import value by industry using 2024 trade patterns. The industries are ranked by decreasing order of cost. An industry is defined as a 3-digit North American Industrial Classification System (NAICS). Legend key in order from left to right.
Source: Authors' calculations using U.S. Census Bureau USA Trade Online.
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The potential cost of additional compliance faced by the manufacturing sector each year, based on an ad valorem tariff equivalent of 1.4 and 2.5 percent, is between $39 and $71 billion, respectively.23 The three industries facing the highest increase in compliance costs are Computer and Electronic Products, Transportation Equipment, and Chemicals. Together, these are economically important industries accounting for about a third of total value of shipments and employment in the manufacturing sector.24
Our analysis indicates that additional costs of compliance underlying increasingly complex trade regulations can be economically significant and thus should be explicitly considered and weighed against the intended benefits when crafting trade policies.
Anson, José, Olivier Cadot, Antoni Estevadeordal, Jaime de Melo, Akiko Suwa-Eisenmann, and Bolormaa Tumurchudur (2005). "Rules of Origin in North-South Preferential Trading Arrangements with an Application to NAFTA," Review of International Economics, vol. 13, issue 3 (August), pp. 501-217.
Carballo, Jeronimo, Alejandro G. Graziano, Georg Schaur, and Christian Volpe Martincus (2025). "Import Processing and Trade Costs," Journal of International Economics, vol. 154 (March), 104060.
Conconi, Paola, Manuel García-Santana, Laura Puccio, and Roberto Venturini (2018). "From Final Goods to Inputs: The Protectionist Effect of Rules of Origin," American Economic Review, vol. 108 (August), pp. 2335-65.
Executive Office of the President (2025a). "Adjusting Imports of Aluminum into the United States (PDF)," Federal Register, vol. 90 (February 18), pp. 9807-9816.
Executive Office of the President (2025b). "Adjusting Imports of Steel into the United States (PDF)," Federal Register, vol. 90 (February 18), pp. 9817-9830.
Executive Office of the President (2025c). "Adjusting Imports of Automobiles and Automobile Parts into the United States (PDF)," Federal Register, vol. 90 (April 3), pp. 14705-14.
Executive Office of the President (2025d). "Regulating Imports with a Reciprocal Tariff to Rectify Trade Practices That Contribute to Large and Persistent Annual United States Goods Trade Deficits (PDF)," Federal Register, vol. 90 (April 7), pp. 15041-109.
Executive Office of the President (2025e). "Modifying Reciprocal Tariff Rates to Reflect Trading Partner Retaliation and Alignment (PDF)," Federal Register, vol. 90 (April 15), pp. 15625-28.
Executive Office of the President (2025f). "Amendments to Adjusting Imports of Automobiles and Automobile Parts into the United States (PDF)," Federal Register, vol. 90 (May 2), pp. 18899-903.
Executive Office of the President (2025g). "Modifying Reciprocal Tariff Rates to Reflect Discussions with the People's Republic of China (PDF)," Federal Register, vol. 90 (May 21), pp. 21831-34.
Executive Office of the President (2025h). "Adjusting Imports of Aluminum and Steel into the United States (PDF)," Federal Register, vol. 90 (June 9), pp. 24199-216.
Head, Keith, Thierry Mayer, and Marc Melitz (2024). "The Laffer Curve for Rules of Origin," Journal of International Economics, vol. 150 (July), 103911.
Industry and Security Bureau (2025a). "Implementation of Duties on Aluminum Pursuant to Proclamation 10895 Adjusting Imports of Aluminum into the United States (PDF)," Federal Register, vol. 90 (March 5), pp. 11251-53.
Industry and Security Bureau (2025b). "Implementation of Duties on Steel Pursuant to Proclamation 10896 Adjusting Imports of Steel into the United States (PDF)," Federal Register, vol. 90 (March 5), pp. 11249-51.
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Murray, Brendan (2025). "Tariff Filing Burden, Audit Reviews Bog Down US Importers," Bloomberg, May 22 (accessed May 22, 2025), https://www.bloomberg.com/news/newsletters/2025-05-22/supply-chain-latest-reporting-tariffs-to-us-customs-agency.
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1. Any opinions and conclusions expressed herein are those of the authors and do not represent the views of the Board of Governors of the Federal Reserve System, or its research staff. We thank Ryan Decker, Aaron Flaaen, Trang Hoang, Robert Kurtzman, Christopher Kurz, and Maria Tito for helpful comments. All errors are our own. Return to text
2. Estimated average effective tariff rate assuming 2024 trade shares and April 2025 USMCA-compliant shares (Reinhart, 2025). Return to text
3. This Note does not calculate total compliance costs facing firms nor does it distinguish between increases in production costs (e.g., to meet content and origin requirements) or administrative costs (e.g., compliance-specific personnel wages). Return to text
4. Automotive products are collectively defined, in this Note, as passenger vehicles; light, medium, and heavy trucks; and auto parts. Return to text
5. For example, four of the new trade actions in 2025 contain U.S. content requirements similar to RoO. Further, the U.S. and non-U.S. content of each product must be reported as separate entries in the customs electronic platform, increasing the filing requirements for a single shipment. Return to text
6. Our revealed preference approach is similar to Anson et al (2005) who find that the total NAFTA compliance costs for Mexican exporters was 6 percent, of which almost half represent administrative costs. Return to text
7. An ad valorem tariff is a tax based on the value of the trade transaction. Return to text
8. To receive preferential treatment before July 2020, U.S. importers were required to submit a NAFTA Certificate of Origin (CBP Form 434), attesting that the regional value content requirements were met (Conconi et al, 2018). Under the USMCA, Form 434 is no longer required; however, the existing and new required data elements for origin and content certification need to be provided through an invoice or other relevant document types (U.S. Customs and Border Protection, 2020). Return to text
9. See Murray (2025) for select examples of the increase in customs clearance entry lines by product to comply with the new tariff actions. Return to text
10. The broad product groups are defined using end-use commodity classification (Long, 2012): 300 (passenger cars), 301 (trucks, buses, special purpose vehicles), and 302 (parts, engines, bodies, chassis). Return to text
11. Imports under preferential treatment are identified using the country subcode variable (U.S. Census Bureau, 2025). Before July 2020, the relevant subcodes are "CA" and "MX" (corresponding to NAFTA), and starting in July 2020, the subcodes are "S" and "S+" (corresponding to the USMCA). Return to text
12. In notation, $${Preference\ Margin}_p=\left({MFN}_p-{\ PTA}_p\right)={MFN}_p$$ for eight-digit HTS product $$p$$ as $${\ PTA}_p=0$$. Return to text
13. In 2024, Canada and Mexico accounted for about half of all U.S. automotive imports and this share is very stable over our sample period. This suggests that the stricter RoOs were unlikely to have induced increased sourcing from third markets. Return to text
14. Our analysis sample only contains HTS products where MFN rates do not change over time. The simple average MFN tariff rates by product group in our sample is as follows: 2.5 percent for passenger cars, 7 percent for trucks, and 2.3 percent for auto parts. Return to text
15. To preserve scale, we do not plot products with an MFN rate of 0 percent, as these products are consistently at zero compliance over our period of study. Return to text
16. Head et al (2024) also document that the high non-compliance cost i.e., 25% MFN rate, induces near-complete compliance with USMCA RoOs for heavy trucks assembled in Canada and Mexico. Return to text
17. This finding is consistent with an increase in the share of vehicle and auto parts imports from Canada and Mexico that paid duties following the USMCA (Office of the U.S. Trade Representative, 2024). Return to text
18. HTS product codes change over time, and there are no product codes with 25 percent MFN rates that remain consistent over our period of study, including the period between 2019 and 2024. Hence, we cannot construct changes in compliance shares for products in this tariff bin. These products are excluded from all regressions. Return to text
19. Thirteen automakers were granted more than three years to comply with USMCA rules under an alternative staging regime or ASR (Office of the U.S. Trade Representative, 2020a). Only 10 percent of the total production of an automakers' passenger vehicles or light trucks in a specified period prior to enactment of the USMCA are eligible for the extended phase-in and must still meet minimum regional value, labor value, and steel and aluminum content requirements (Office of the U.S. Trade Representative, 2020c). Given the select scope and only slightly reduced thresholds on all three content provisions, we do not think the presence of ASR provisions will significantly bias our results. Return to text
20. We also confirm that the results in Table 4 are robust to using continuous MFN tariff rates instead of bins. Return to text
21. Regulatory compliance costs in the United States can be non-trivial. Only considering personnel costs, the average U.S. firm spends about 1.34 percent of its total wage bill on workers that perform regulatory compliance tasks (Trebbi and Zhang, 2022). While this estimate is not specific to trade regulations, it is qualitatively corroborated by a trade association for auto parts suppliers in its public comments to the Office of the U.S. Trade Representative that "one of its members" "had to increase its headcount to manage USMCA compliance and that the member had to increase the number of hours spent on USMCA compliance by around 25 percent" (2024, p. 16). An example of import processing costs is Carballo et al (2025) who find that the time it takes to process imports in Peru can be as high as 18 percent on an ad valorem tariff equivalent basis. Return to text
22. The average effective tariff rate, calculated as the share of calculated duties in total imports, was 2.3 percent in 2024. Return to text
23. The total for the manufacturing sector is calculated by adding the implied values across the twenty-one 3-digit industries classified using North American Industrial Classification System (NAICS). Return to text
24. In 2022, these three industries accounted for 33 percent and 27 percent of total value of shipments and employees, respectively. The shares are calculated using total value of shipments and total employees reported in the 2022 Census of Manufactures (U.S. Census Bureau, 2024). Return to text
Bowdle, Spencer, and Fariha Kamal (2025). "Trade Compliance at What Cost? Lessons from USMCA Automotive Trade," FEDS Notes. Washington: Board of Governors of the Federal Reserve System, July 18, 2025, https://doi.org/10.17016/2380-7172.3854.