Research

Working Papers

Carbon Offshoring and Manufacturing Cleanup (Job Market Paper)

Production in manufacturing firms in high income countries is generally becoming cleaner. Some of this trend has been shown to be due to adoption of new technologies, but carbon offshoring – i.e. when dirty production at home is replaced with imports of carbon-intensive products from abroad – may be an additional factor. If so, this is concerning, since it risks undermining climate policies by simply moving emissions to countries with laxer regulations. This is the focus of this paper. Leveraging rich Swedish firm-product level data between 2005-2014, and employing a combination of shift-share instrumental variables and a difference-in-difference estimation approach, I find compelling paradox: a 10% increase in the import of emission-intensive goods can result in firms' production processes becoming 5% cleaner but increases transport emissions by 2\%. This suggests that carbon offshoring does not only shift emissions elsewhere but also generate new ones (via transportation). Additionally, I show that the type of offshoring, such as foreign direct investment (FDI) has a much larger emissions-reducing effect than offshoring in the form of imports of inputs not produced in-firm.

Environment and the Economy: Firm-level responses to energy price shock - (Draft coming soon)

Although raising the carbon price is an effective tool for decreasing reliance on carbon-intensive production sources, it has also raised substantial concerns among policymakers that higher energy costs will render manufacturing firms less competitive and potentially lead to increased consumer prices. Using detailed firm-level data from 2006 to 2014 and a novel combination of shift-share instruments and dynamic difference-in-differences estimation, I identify the causal impact of energy prices on energy consumption, CO2 emissions, productivity, employment, and cost pass-through. I find that a 10% increase in energy prices leads to an 8.6% reduction in energy use and a 5.9% decline in emissions, highlighting the effectiveness of energy taxation in promoting environmental goals. However, higher prices also reduce firm-level productivity by 2% and employment by 3\%, especially among high-skilled workers. I also find evidence of partial cost pass-through to consumers, with a 10\% marginal cost increase resulting in a 2\% rise in output prices. Overall, the results provide new micro-level evidence that the economic incidence of energy pricing is heterogeneous, and the trade-off between environmental and economic goals is far from straightforward.

Local Import Competition and Firm-level Emissions - Joint with Zouheir El‑Sahli (Draft soon)

We examine how local import competition — measured across different spatial dimensions within Sweden — affects the $CO_2$ emission intensity of manufacturing firms in Sweden. Leveraging detailed geographic data on the location of all Swedish manufacturing firms, we provide evidence that increased local import competition leads to lower emissions at the firm level, with the effect diminishing as the distance between producers and importers increases. Our findings indicate that relying on national-level measures of import competition may significantly underestimate the true environmental impact of trade shocks. We identify two primary mechanisms behind these reductions: (i) a pro-competitive efficiency-enhancing effect, where firms experience gains in total factor productivity, increasing value-added, lower marginal costs, and higher markups; and (ii) a product-mix effect, where firms reallocate production away from emission-intensive goods toward cleaner alternatives. Additionally, we find some evidence of firms relying on carbon offshoring as a response to import competition, as well as reliance on investment in pollution abatement, suggesting that firms adopt a mix of strategies to deal with increasing import competition.

Work in Progress

Economy-Wide Impact of Carbon Taxes on Import: Evidence from Sweden

Carbon Border Adjustments and the Geography of Global Supply Chains

Environmental Neglect or Cost Reduction? Impact of Carbon Offshoring on Firms’ Pollution Abatement Joint with Zouheir El‑Sahli