Study on the Impact of Regional Trade Agreements on the Ternary Margins of Wood Forest Product Exports

Based on global bilateral six-digit HS code trade data of wood forest products from 2000 to 2022, we constructed a three-dimensional panel dataset combining year, importing country, and exporting country, and used a staggered difference-in-differences (DID) model to systematically examine the impact of regional trade agreements (RTAs) on the export of wood forest products and the mechanisms through which they operate. The results show that the signing of RTAs exerts a significant promoting effect on the export market share, extensive margin, and quantity margin of wood forest products, while exerting a significant negative effect on the price margin. Heterogeneity analysis indicates that the impact of signing RTAs on the ternary margin of wood forest product exports varies significantly with product characteristics, bilateral distance, and the type of trade agreement. Mechanism analysis shows that RTAs produce these effects by reducing bilateral trade costs and strengthening bilateral social ties. Accordingly, this paper proposes policy recommendations to strengthen the RTA network, optimize the bilateral trade environment, and enhance the depth of environmental provisions in RTAs to promote the green and high-quality development of wood forest products.

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Publication Details

Journal
Forests
Published
2026-02-05
DOI
https://doi.org/10.3390/f17020219
Primary Topic
Forest Management and Policy
Type
article
Field-Weighted Citation Impact
0.00

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Study on the Impact of Regional Trade Agreements on the Ternary Margins of Wood Forest Product Exports

Haokun hao Zhang, Haiying Su, zhenghuang shi, Fangmiao Hou et al.
Forests
Forest Management and Policy
article

Study on the Impact of Regional Trade Agreements on the Ternary Margins of Wood Forest Product Exports

Haokun hao Zhang, Haiying Su, zhenghuang shi, Fangmiao Hou, Liangmiao Zhu
article en

Abstract

Based on global bilateral six-digit HS code trade data of wood forest products from 2000 to 2022, we constructed a three-dimensional panel dataset combining year, importing country, and exporting country, and used a staggered difference-in-differences (DID) model to systematically examine the impact of regional trade agreements (RTAs) on the export of wood forest products and the mechanisms through which they operate. The results show that the signing of RTAs exerts a significant promoting effect on the export market share, extensive margin, and quantity margin of wood forest products, while exerting a significant negative effect on the price margin. Heterogeneity analysis indicates that the impact of signing RTAs on the ternary margin of wood forest product exports varies significantly with product characteristics, bilateral distance, and the type of trade agreement. Mechanism analysis shows that RTAs produce these effects by reducing bilateral trade costs and strengthening bilateral social ties. Accordingly, this paper proposes policy recommendations to strengthen the RTA network, optimize the bilateral trade environment, and enhance the depth of environmental provisions in RTAs to promote the green and high-quality development of wood forest products.

ForestsVol. 17(2)
Beijing Forestry University (CN), Chinese Academy of Forestry (CN), Research Institute of Forestry Policy and Information (CN)
National Office for Philosophy and Social Sciences
Openalex Percentile: Top 75%
Forest Management and Policy
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Study on the Impact of Regional Trade Agreements on the Ternary Margins of Wood Forest Product Exports — Haokun hao Zhang, Haiying Su, et al. · Forests (2026) | TGRS Research Map | TGRS