{"id":{"repo_id":"vt","oai_identifier":"oai:vtechworks.lib.vt.edu:10919/119004"},"canonical_url":"https://search.dev.ndltd.org/etd/vt/oai:vtechworks.lib.vt.edu:10919/119004","repository":{"repo_id":"vt","name":"Virginia Tech","base_url":"https://vtechworks.lib.vt.edu/oai/request"},"display":{"title":"WTP for RAS salmon by the US consumer","abstract":"Marine omega-3s, EPA and DHA, have been strongly evidenced to decrease the risk of cardiovascular disease, the leading cause of death in the United States. One of the richest sources of EPA and DHA in the U.S. diet is farmed Atlantic salmon, which has shown a steady consumption growth in the past decade. The U.S. shows the most production potential for salmon produced with an emerging production method, recirculating aquaculture systems (RAS), which directly addresses the environmental challenges associated with the traditional farming method, open-net pens. Because of the higher costs associated with RAS, the salmon it produces requires a price premium, and little is known about whether U.S. consumers are willing to pay such a premium. We conduct a hypothetical choice experiment across all major regional markets of the U.S. (n = 2857) to estimate consumers' willingness-to-pay for RAS and other attributes valued by producers and consumers. Our results show that U.S. consumers are willing to pay a premium for RAS, but only after prioritizing freshness (fewer days since harvest) and U.S. production, all of which were significant to the p < .001 level. Higher omega-3 content also justified a significant premium, but byproduct recycling and stocking density did not have any real influence on purchases. We express these willingness-to-pay (WTP) estimates as percentages of a reference product priced with model estimates. These adjusted retail premiums should be paired with RAS salmon production costs to understand the economic viability of RAS and illuminate the path to EPA and DHA nutrient security in the U.S.","abstract_html":"Marine omega-3s, EPA and DHA, have been strongly evidenced to decrease the risk of cardiovascular disease, the leading cause of death in the United States. One of the richest sources of EPA and DHA in the U.S. diet is farmed Atlantic salmon, which has shown a steady consumption growth in the past decade. The U.S. shows the most production potential for salmon produced with an emerging production method, recirculating aquaculture systems (RAS), which directly addresses the environmental challenges associated with the traditional farming method, open-net pens. Because of the higher costs associated with RAS, the salmon it produces requires a price premium, and little is known about whether U.S. consumers are willing to pay such a premium. We conduct a hypothetical choice experiment across all major regional markets of the U.S. (n = 2857) to estimate consumers&#x27; willingness-to-pay for RAS and other attributes valued by producers and consumers. Our results show that U.S. consumers are willing to pay a premium for RAS, but only after prioritizing freshness (fewer days since harvest) and U.S. production, all of which were significant to the p &lt; .001 level. Higher omega-3 content also justified a significant premium, but byproduct recycling and stocking density did not have any real influence on purchases. We express these willingness-to-pay (WTP) estimates as percentages of a reference product priced with model estimates. These adjusted retail premiums should be paired with RAS salmon production costs to understand the economic viability of RAS and illuminate the path to EPA and DHA nutrient security in the U.S.","abstract_has_math":false,"creators":["Wu, Isaac Ying-Nan"],"institution":"Virginia Tech","degree_name":"Master of Science","degree_level":"masters","degree_discipline":"Agricultural and Applied Economics","degree_department":"Agricultural and Applied Economics","school":null,"contributors":[],"advisors":[],"committee_chairs":["van Senten, Jonathan"],"committee_members":["Moeltner, Klaus","Stewart, Shamar L."],"year":2024,"date_issued":"2024-05-16","date_published":"2024-05-16","updated_at":"2026-07-22T22:20:35Z","subjects":["willingness-to-pay","choice experiment","Atlantic salmon","recirculating aquaculture systems","sustainable finfish aquaculture","nutrient security","omega-3s"],"languages":["en"],"rights":["In Copyright"],"rights_urls":["http://rightsstatements.org/vocab/InC/1.0/"],"identifier_entries":[{"key":"dc:identifier.other","label":"Dc Identifier Other","values":["vt_gsexam:40145"],"render_values":[{"text":"vt_gsexam:40145","href":null,"code":true}]}]},"links":{"outbound_url":"https://hdl.handle.net/10919/119004","outbound_label":"Handle","outbound_source":"dc:identifier.uri"},"metadata_groups":[{"id":"people","label":"People","entries":[{"key":"dc:contributor.committeechair","label":"Committee Chair","values":["van Senten, Jonathan"]},{"key":"dc:contributor.committeemember","label":"Committee Member","values":["Moeltner, Klaus","Stewart, Shamar L."]},{"key":"dc:contributor.department","label":"Department","values":["Agricultural and Applied Economics"]},{"key":"dc:creator","label":"Author","values":["Wu, Isaac Ying-Nan"]}]},{"id":"academic_context","label":"Academic Context","entries":[{"key":"dc:date.accessioned","label":"Dc Date Accessioned","values":["2024-05-17T08:00:22Z"]},{"key":"dc:date.available","label":"Dc Date Available","values":["2024-05-17T08:00:22Z"]},{"key":"dc:date.issued","label":"Date","values":["2024-05-16"]},{"key":"dc:publisher","label":"Institution","values":["Virginia Tech"]},{"key":"dc:type","label":"Dc Type","values":["Thesis"]},{"key":"thesis:degree_discipline","label":"Discipline","values":["Agricultural and Applied Economics"]},{"key":"thesis:degree_level","label":"Degree Level","values":["masters"]},{"key":"thesis:degree_name","label":"Degree Name","values":["Master of Science"]},{"key":"thesis:institution_name","label":"Thesis Institution Name","values":["Virginia Polytechnic Institute and State University"]}]},{"id":"subjects_keywords","label":"Subjects and Keywords","entries":[{"key":"dc:subject","label":"Dc Subject","values":["willingness-to-pay","choice experiment","Atlantic salmon","recirculating aquaculture systems","sustainable finfish aquaculture","nutrient security","omega-3s"]}]},{"id":"language_rights","label":"Language and Rights","entries":[{"key":"dc:language.iso","label":"Language (ISO)","values":["en"]},{"key":"dc:rights","label":"Dc Rights","values":["In Copyright"]},{"key":"dc:rights.uri","label":"Rights URI","values":["http://rightsstatements.org/vocab/InC/1.0/"]}]},{"id":"identifiers","label":"Identifiers","entries":[{"key":"dc:identifier.other","label":"Dc Identifier Other","values":["vt_gsexam:40145"]},{"key":"dc:identifier.uri","label":"Identifier URI","values":["https://hdl.handle.net/10919/119004"]}]},{"id":"additional","label":"Additional Metadata","entries":[{"key":"dc:description.abstract","label":"Abstract","values":["Marine omega-3s, EPA and DHA, have been strongly evidenced to decrease the risk of cardiovascular disease, the leading cause of death in the United States. One of the richest sources of EPA and DHA in the U.S. diet is farmed Atlantic salmon, which has shown a steady consumption growth in the past decade. The U.S. shows the most production potential for salmon produced with an emerging production method, recirculating aquaculture systems (RAS), which directly addresses the environmental challenges associated with the traditional farming method, open-net pens. Because of the higher costs associated with RAS, the salmon it produces requires a price premium, and little is known about whether U.S. consumers are willing to pay such a premium. We conduct a hypothetical choice experiment across all major regional markets of the U.S. (n = 2857) to estimate consumers' willingness-to-pay for RAS and other attributes valued by producers and consumers. Our results show that U.S. consumers are willing to pay a premium for RAS, but only after prioritizing freshness (fewer days since harvest) and U.S. production, all of which were significant to the p < .001 level. Higher omega-3 content also justified a significant premium, but byproduct recycling and stocking density did not have any real influence on purchases. We express these willingness-to-pay (WTP) estimates as percentages of a reference product priced with model estimates. These adjusted retail premiums should be paired with RAS salmon production costs to understand the economic viability of RAS and illuminate the path to EPA and DHA nutrient security in the U.S."]},{"key":"dc:description.abstractgeneral","label":"General Abstract","values":["Two micronutrients found in cold-water fish, EPA and DHA, have been strongly evidenced to decrease the risk of cardiovascular disease, the leading cause of death in the United States. One of the richest sources of EPA and DHA in the U.S. diet is farmed Atlantic salmon, which has shown a steady consumption growth in the past decade. The U.S. shows the most production potential for salmon produced with an emerging production method, recirculating aquaculture systems (RAS), which directly addresses the environmental challenges associated with the traditional farming method, open-net pens. Because of the higher costs associated with RAS, the salmon it produces requires a price premium, and little is known about whether U.S. consumers are willing to pay such a premium. We conducted an experiment with U.S. consumers (n = 2857) to estimate willingness-to-pay for RAS and other attributes valued by producers and consumers. Our results show that U.S. consumers are willing to pay a premium for RAS, but only after prioritizing freshness (fewer days since harvest) and U.S. production. Higher omega-3 content also justified a significant premium, but byproduct recycling and stocking density did not have any real influence on purchase"]},{"key":"dc:description.degree","label":"Dc Description Degree","values":["Master of Science"]},{"key":"dc:format.medium","label":"Dc Format Medium","values":["ETD"]},{"key":"dc:title","label":"Title","values":["WTP for RAS salmon by the US consumer"]}]}],"canonical_facts":{"dc:contributor.committeechair":["van Senten, Jonathan"],"dc:contributor.committeemember":["Moeltner, Klaus","Stewart, Shamar L."],"dc:contributor.department":["Agricultural and Applied Economics"],"dc:creator":["Wu, Isaac Ying-Nan"],"dc:date.accessioned":["2024-05-17T08:00:22Z"],"dc:date.available":["2024-05-17T08:00:22Z"],"dc:date.issued":["2024-05-16"],"dc:description.abstract":["Marine omega-3s, EPA and DHA, have been strongly evidenced to decrease the risk of cardiovascular disease, the leading cause of death in the United States. One of the richest sources of EPA and DHA in the U.S. diet is farmed Atlantic salmon, which has shown a steady consumption growth in the past decade. The U.S. shows the most production potential for salmon produced with an emerging production method, recirculating aquaculture systems (RAS), which directly addresses the environmental challenges associated with the traditional farming method, open-net pens. Because of the higher costs associated with RAS, the salmon it produces requires a price premium, and little is known about whether U.S. consumers are willing to pay such a premium. We conduct a hypothetical choice experiment across all major regional markets of the U.S. (n = 2857) to estimate consumers' willingness-to-pay for RAS and other attributes valued by producers and consumers. Our results show that U.S. consumers are willing to pay a premium for RAS, but only after prioritizing freshness (fewer days since harvest) and U.S. production, all of which were significant to the p < .001 level. Higher omega-3 content also justified a significant premium, but byproduct recycling and stocking density did not have any real influence on purchases. We express these willingness-to-pay (WTP) estimates as percentages of a reference product priced with model estimates. These adjusted retail premiums should be paired with RAS salmon production costs to understand the economic viability of RAS and illuminate the path to EPA and DHA nutrient security in the U.S."],"dc:description.abstractgeneral":["Two micronutrients found in cold-water fish, EPA and DHA, have been strongly evidenced to decrease the risk of cardiovascular disease, the leading cause of death in the United States. One of the richest sources of EPA and DHA in the U.S. diet is farmed Atlantic salmon, which has shown a steady consumption growth in the past decade. The U.S. shows the most production potential for salmon produced with an emerging production method, recirculating aquaculture systems (RAS), which directly addresses the environmental challenges associated with the traditional farming method, open-net pens. Because of the higher costs associated with RAS, the salmon it produces requires a price premium, and little is known about whether U.S. consumers are willing to pay such a premium. We conducted an experiment with U.S. consumers (n = 2857) to estimate willingness-to-pay for RAS and other attributes valued by producers and consumers. Our results show that U.S. consumers are willing to pay a premium for RAS, but only after prioritizing freshness (fewer days since harvest) and U.S. production. Higher omega-3 content also justified a significant premium, but byproduct recycling and stocking density did not have any real influence on purchase"],"dc:description.degree":["Master of Science"],"dc:format.medium":["ETD"],"dc:identifier.other":["vt_gsexam:40145"],"dc:identifier.uri":["https://hdl.handle.net/10919/119004"],"dc:language.iso":["en"],"dc:publisher":["Virginia Tech"],"dc:rights":["In Copyright"],"dc:rights.uri":["http://rightsstatements.org/vocab/InC/1.0/"],"dc:subject":["willingness-to-pay","choice experiment","Atlantic salmon","recirculating aquaculture systems","sustainable finfish aquaculture","nutrient security","omega-3s"],"dc:title":["WTP for RAS salmon by the US consumer"],"dc:type":["Thesis"],"thesis:degree_discipline":["Agricultural and Applied Economics"],"thesis:degree_level":["masters"],"thesis:degree_name":["Master of Science"],"thesis:institution_name":["Virginia Polytechnic Institute and State University"]},"updated_at":"2026-07-22T22:20:35Z"}