Agri-food importing firms amid a global health crisis
This paper exploits daily customs transaction data on the universe of Swiss agri-food importing firms to assess the response of firms to a global shock. Estimating a linear model that regresses product-level import margins on daily COVID19 shocks and a host of fixed effects, we find that the pandemi...
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Veröffentlicht in: | Food policy 2023-08, Vol.119, p.102507, Article 102507 |
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description | This paper exploits daily customs transaction data on the universe of Swiss agri-food importing firms to assess the response of firms to a global shock. Estimating a linear model that regresses product-level import margins on daily COVID19 shocks and a host of fixed effects, we find that the pandemic had a substantial trade-reducing effect on imports. The trade effects were driven mainly by a reduction in the number of importing firms (i.e., 63% of the total effect), and much less by the number of products imported and the average import value per product per firm. We explore several sources of heterogeneity and show, among others, that larger and incumbent firms were affected more by the trade adjustments. Our results also reveal that the relative contribution of each import margin to the decline in aggregate imports depends on the level of data aggregation (i.e., daily, weekly or monthly). Finally, we validate and confirm our main findings by testing two mechanisms: (i) third-country supply-side effects using insights from structural gravity models and (ii) changes to consumer demand using consumer mobility, and retailer and consumer scanner data.
•We assess the effect of COVID19 on agrifood trade using daily firm-level import data.•A 10% increase in COVID-related case counts decrease daily firm-level imports by 3%.•The trade reduction was driven mainly by a drop in the number of importing firms.•Larger firms were affected more by the trade adjustments.•Relative to consumer goods, intermediate goods were relatively insulated from the shock. |
doi_str_mv | 10.1016/j.foodpol.2023.102507 |
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•We assess the effect of COVID19 on agrifood trade using daily firm-level import data.•A 10% increase in COVID-related case counts decrease daily firm-level imports by 3%.•The trade reduction was driven mainly by a drop in the number of importing firms.•Larger firms were affected more by the trade adjustments.•Relative to consumer goods, intermediate goods were relatively insulated from the shock.</description><identifier>ISSN: 0306-9192</identifier><identifier>EISSN: 1873-5657</identifier><identifier>DOI: 10.1016/j.foodpol.2023.102507</identifier><language>eng</language><publisher>Elsevier Ltd</publisher><subject>Agricultural trade ; consumer demand ; COVID-19 infection ; COVID19 ; Firms ; food policy ; gravity ; Imports ; linear models ; pandemic ; scanners ; Switzerland</subject><ispartof>Food policy, 2023-08, Vol.119, p.102507, Article 102507</ispartof><rights>2023 The Authors</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c370t-d7d353e1f1c3f89a83e139d74b77e46f8d5d6a8961056ab0a88eb82fca9446e53</cites><orcidid>0000-0003-0510-0476 ; 0000-0003-3860-2632</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0306919223001057$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids></links><search><creatorcontrib>Fiankor, Dela-Dem Doe</creatorcontrib><creatorcontrib>Lartey, Abraham</creatorcontrib><creatorcontrib>Ritzel, Christian</creatorcontrib><title>Agri-food importing firms amid a global health crisis</title><title>Food policy</title><description>This paper exploits daily customs transaction data on the universe of Swiss agri-food importing firms to assess the response of firms to a global shock. Estimating a linear model that regresses product-level import margins on daily COVID19 shocks and a host of fixed effects, we find that the pandemic had a substantial trade-reducing effect on imports. The trade effects were driven mainly by a reduction in the number of importing firms (i.e., 63% of the total effect), and much less by the number of products imported and the average import value per product per firm. We explore several sources of heterogeneity and show, among others, that larger and incumbent firms were affected more by the trade adjustments. Our results also reveal that the relative contribution of each import margin to the decline in aggregate imports depends on the level of data aggregation (i.e., daily, weekly or monthly). Finally, we validate and confirm our main findings by testing two mechanisms: (i) third-country supply-side effects using insights from structural gravity models and (ii) changes to consumer demand using consumer mobility, and retailer and consumer scanner data.
•We assess the effect of COVID19 on agrifood trade using daily firm-level import data.•A 10% increase in COVID-related case counts decrease daily firm-level imports by 3%.•The trade reduction was driven mainly by a drop in the number of importing firms.•Larger firms were affected more by the trade adjustments.•Relative to consumer goods, intermediate goods were relatively insulated from the shock.</description><subject>Agricultural trade</subject><subject>consumer demand</subject><subject>COVID-19 infection</subject><subject>COVID19</subject><subject>Firms</subject><subject>food policy</subject><subject>gravity</subject><subject>Imports</subject><subject>linear models</subject><subject>pandemic</subject><subject>scanners</subject><subject>Switzerland</subject><issn>0306-9192</issn><issn>1873-5657</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNqFkE1LAzEQhoMoWKs_Qdijl62TzeZjT1KKX1DwoueQTSZtym5Tk63gv3fL9u5phuF9XpiHkHsKCwpUPO4WPkZ3iN2igoqNt4qDvCAzqiQrueDyksyAgSgb2lTX5CbnHQBUUMOM8OUmhfLEF6E_xDSE_abwIfW5MH1whSk2XWxNV2zRdMO2sCnkkG_JlTddxrvznJOvl-fP1Vu5_nh9Xy3XpWUShtJJxzhD6qllXjVGjTtrnKxbKbEWXjnuhFGNoMCFacEoha2qvDVNXQvkbE4ept5Dit9HzIPuQ7bYdWaP8Zg1o5xxDk0FY5RPUZtizgm9PqTQm_SrKeiTJr3TZ036pElPmkbuaeJw_OMnYNLZBtxbdCGhHbSL4Z-GP1X3clY</recordid><startdate>202308</startdate><enddate>202308</enddate><creator>Fiankor, Dela-Dem Doe</creator><creator>Lartey, Abraham</creator><creator>Ritzel, Christian</creator><general>Elsevier Ltd</general><scope>6I.</scope><scope>AAFTH</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7S9</scope><scope>L.6</scope><orcidid>https://orcid.org/0000-0003-0510-0476</orcidid><orcidid>https://orcid.org/0000-0003-3860-2632</orcidid></search><sort><creationdate>202308</creationdate><title>Agri-food importing firms amid a global health crisis</title><author>Fiankor, Dela-Dem Doe ; Lartey, Abraham ; Ritzel, Christian</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c370t-d7d353e1f1c3f89a83e139d74b77e46f8d5d6a8961056ab0a88eb82fca9446e53</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Agricultural trade</topic><topic>consumer demand</topic><topic>COVID-19 infection</topic><topic>COVID19</topic><topic>Firms</topic><topic>food policy</topic><topic>gravity</topic><topic>Imports</topic><topic>linear models</topic><topic>pandemic</topic><topic>scanners</topic><topic>Switzerland</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Fiankor, Dela-Dem Doe</creatorcontrib><creatorcontrib>Lartey, Abraham</creatorcontrib><creatorcontrib>Ritzel, Christian</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>CrossRef</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><jtitle>Food policy</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Fiankor, Dela-Dem Doe</au><au>Lartey, Abraham</au><au>Ritzel, Christian</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Agri-food importing firms amid a global health crisis</atitle><jtitle>Food policy</jtitle><date>2023-08</date><risdate>2023</risdate><volume>119</volume><spage>102507</spage><pages>102507-</pages><artnum>102507</artnum><issn>0306-9192</issn><eissn>1873-5657</eissn><abstract>This paper exploits daily customs transaction data on the universe of Swiss agri-food importing firms to assess the response of firms to a global shock. Estimating a linear model that regresses product-level import margins on daily COVID19 shocks and a host of fixed effects, we find that the pandemic had a substantial trade-reducing effect on imports. The trade effects were driven mainly by a reduction in the number of importing firms (i.e., 63% of the total effect), and much less by the number of products imported and the average import value per product per firm. We explore several sources of heterogeneity and show, among others, that larger and incumbent firms were affected more by the trade adjustments. Our results also reveal that the relative contribution of each import margin to the decline in aggregate imports depends on the level of data aggregation (i.e., daily, weekly or monthly). Finally, we validate and confirm our main findings by testing two mechanisms: (i) third-country supply-side effects using insights from structural gravity models and (ii) changes to consumer demand using consumer mobility, and retailer and consumer scanner data.
•We assess the effect of COVID19 on agrifood trade using daily firm-level import data.•A 10% increase in COVID-related case counts decrease daily firm-level imports by 3%.•The trade reduction was driven mainly by a drop in the number of importing firms.•Larger firms were affected more by the trade adjustments.•Relative to consumer goods, intermediate goods were relatively insulated from the shock.</abstract><pub>Elsevier Ltd</pub><doi>10.1016/j.foodpol.2023.102507</doi><orcidid>https://orcid.org/0000-0003-0510-0476</orcidid><orcidid>https://orcid.org/0000-0003-3860-2632</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Agricultural trade consumer demand COVID-19 infection COVID19 Firms food policy gravity Imports linear models pandemic scanners Switzerland |
title | Agri-food importing firms amid a global health crisis |
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