{"id":1466,"date":"2025-03-20T15:13:06","date_gmt":"2025-03-20T15:13:06","guid":{"rendered":"https:\/\/blogs.mathworks.com\/finance\/?p=1466"},"modified":"2025-03-20T16:27:25","modified_gmt":"2025-03-20T16:27:25","slug":"the-economic-effects-of-tariff-changes","status":"publish","type":"post","link":"https:\/\/blogs.mathworks.com\/finance\/2025\/03\/20\/the-economic-effects-of-tariff-changes\/","title":{"rendered":"The Economic Effects of Tariff Changes"},"content":{"rendered":"<p><em>The following post is from <a href=\"https:\/\/www.linkedin.com\/in\/yuchen-dong-48061582\/\" target=\"_blank\">Yuchen Dong<\/a>, Senior Financial Application Engineer.<\/em><\/p>\n<p><em>The code presented in this blog can be found <a href=\"https:\/\/content.mathworks.com\/viewer\/67d843ae4be1bc8e0f328684\" target=\"_blank\">here<\/a>.<\/em><\/p>\n<p><img decoding=\"async\" loading=\"lazy\" width=\"520\" height=\"417\" class=\"size-full wp-image-1508 alignnone\" src=\"http:\/\/blogs.mathworks.com\/finance\/files\/2025\/03\/image7.png\" alt=\"\" \/><\/p>\n<div class=\"content\">\n<div class=\"SectionBlock first active\">\n<div class=\"SF0E3AF6E1\"><span class=\"SF0E3AF6E0\">This example demonstrates a practical tool for modeling the economic effects of tariff changes. We run simulations of hypothetical tariff changes using illustrative data inputs. Suppose there are three imported products, and the tariffs increase to different levels: 20%, 15%, and 10%. We apply the Multi-step Euler method to a non-linear model. Due to domestic substitution products, the price and quantity of imported products decrease, while the revenue of domestic products increases. Consequently, the Consumer Price Index (CPI) rises due to the impact of the tariffs. <\/span>In this example, we implement a non-linear <span style=\"font-weight: bold;\">C<\/span>onstant <span style=\"font-weight: bold;\">E<\/span>lasticity of <span style=\"font-weight: bold;\">S<\/span>ubstitution (CES) Tariff model.<\/div>\n<p>&nbsp;<\/p>\n<div><\/div>\n<div><\/div>\n<div class=\"SF0E3AF6E1\">The CES demand curve for products from source country <span style=\"font-family: STIXGeneral-webfont, serif; font-style: italic; font-weight: 400; color: #212121;\">j<\/span>: <span style=\"vertical-align: -6px;\"><img decoding=\"async\" loading=\"lazy\" src=\"data:image\/png;base64,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\" width=\"129\" height=\"21.5\" \/><\/span>,<\/div>\n<\/div>\n<\/div>\n<div class=\"rtcContent\">\n<div class=\"S1\">where:<\/div>\n<ul class=\"S5\">\n<li class=\"S6\"><span style=\"vertical-align: -6px;\"><img decoding=\"async\" loading=\"lazy\" src=\"data:image\/png;base64,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\" width=\"15.5\" height=\"19.5\" \/><\/span>: the quantity demanded of the product from source <span style=\"font-family: STIXGeneral-webfont, serif; font-style: italic; font-weight: 400; color: #212121;\">j<\/span><\/li>\n<li class=\"S6\"><span style=\"vertical-align: -6px;\"><img decoding=\"async\" loading=\"lazy\" src=\"data:image\/png;base64,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\" width=\"16\" height=\"19.5\" \/><\/span>: the producer price of this product.<\/li>\n<li class=\"S6\"><span style=\"font-family: STIXGeneral-webfont, serif; font-style: italic; font-weight: 400; color: #212121;\">k<\/span>: a demand shift term<\/li>\n<li class=\"S6\"><span style=\"vertical-align: -6px;\"><img decoding=\"async\" loading=\"lazy\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAB8AAAAnCAYAAAD3h5P5AAAAAXNSR0IArs4c6QAAA\/ZJREFUWEftV11oHFUU\/s6dndWMGn8eTKHLzt1hIWbxwUJ9NiCV\/khbEZEg0uIPVQNGgghSLWKpoogIilihlaqg+IcVRSlV8tSfB6FPW6Ize+8mQUwFH9qa0WwyR27JhulmZmcWEvLS+7bcs+e753zfd+4dwjouWkdsXANfl+5fa3tW20lKebPjOHP1en0+KzjvfmrbXdd9QAixG8AmAHcA+JeZt2itz+ZNnhXXlXMp5fVE9AGAPQBOW5a1y\/f9v7KS5t3vCj4wMHCD4zhHADwM4F3XdccnJiYW8ibPiusK7rpuRQjxA4AhAA8ppb7KStjLfldwz\/N2MPP3AJpRFG1rNpvne0meFdsN3Cj8EBG9COB4sVh8dHJy8lJWwl72U8GllLcQ0RcAtgDYr5R6rZfEeWK7WW2TEOInALcaixUKhTMLCwvbiOgFAJsBXAZgNHBIKdXMA9YZkwrued5jzGyUfo6ZR4joeQAboig6IoQwAjS\/zcF+sSxrJAiCC70eIBG8VqsVwzB8D8CTAI4BuERE58vl8odLViPP855j5rcNIBHd32g0jCt6WongpVJpo23bRuV3GaUz80dGfHGPSynvIaKJJfDHG43G0RRkqlQqpkuvANirlPqyHZcILqXcSkTfAbABnGi1WiMzMzN\/x5N7nncvM5\/Mqnx4eLjQbDbfADAO4FmllOkoX\/lfwmnjFmsx806ttRHeVUtKOUZE7+SZAeYAvu\/3V6vVi\/HurQCPW4yZv3EcZ0+9XjfKXl6Dg4M3zc\/PfwJgFzMfLRQKz\/i+\/19PhCdV7rpu22K3G5VrrT9PqLpNy2Vm3q61PpPGt7mKhRDVKIo2hmF4cnZ29p9UzmMW+82yrO2+7wfxxKVS6Tbbtj8DcB8RvVoulw8mXTbVavW6KIruBvAIMz8F4H3XdcdS295hsRUj1XA3NTX1MjMfAPBxX1\/faCclnR2IFfOEUso44orYVgiuw2JvKaXMNGsHG2\/vZebDAA5blrXf9\/2LGTwbm70JYJ8QYmsQBKfi8VcJzvO8zcx8wkwuAMvgS\/f6OBHti6LoJSnlp3nu9Zh4+5l5t9b6z1RwI0AjOCIaJaI7mflXIuonIoeZv52bm\/s6LpgsdbuuOySE+JGZf05yxJo+ndvvAWZ+Wmtt6FrmO23IZBWUe79SqRwEMJbE95qCxwaRJ4TYEQTBdOep16zt7fcfM59Om4BrBh57\/63wd+qEy01o98D25fQggJ1Kqcmk8FWrvFar3RiG4esApoQQxxYXF80IPiulPJA2E1YNXEopieg4EZ2KouicUXir1Rqdnp7+I61JqwZuAKSUG5h5yLbtC8Vi8fesj8pVBe9VL+sK\/j9NPLo3K1c8PQAAAABJRU5ErkJggg==\" width=\"15.5\" height=\"19.5\" \/><\/span>: a preference asymmetry term specific to the product from source <span style=\"font-family: STIXGeneral-webfont, serif; font-style: italic; font-weight: 400; color: #212121;\">j<\/span><\/li>\n<li class=\"S6\"><span style=\"font-family: STIXGeneral-webfont, serif; font-style: italic; font-weight: 400; color: #212121;\">P<\/span>: the CES industry price index across all sources <span style=\"font-family: STIXGeneral-webfont, serif; font-style: italic; font-weight: 400; color: #212121;\">j<\/span><\/li>\n<li class=\"S6\"><span style=\"vertical-align: -6px;\"><img decoding=\"async\" loading=\"lazy\" src=\"data:image\/png;base64,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\" width=\"14.5\" height=\"19.5\" \/><\/span>: a trade cost factor for product from source <span style=\"font-family: STIXGeneral-webfont, serif; font-style: italic; font-weight: 400; color: #212121;\">j<\/span><\/li>\n<li class=\"S6\"><span style=\"font-family: STIXGeneral-webfont, serif; font-style: italic; font-weight: 400; color: #212121;\">\u03c3<\/span>: the elasticity of substitution between products within the industry.<\/li>\n<\/ul>\n<div class=\"S1\">The CES price index from the industry: <span style=\"vertical-align: -16px;\"><img decoding=\"async\" loading=\"lazy\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAASsAAABbCAYAAAAr8aPBAAAAAXNSR0IArs4c6QAAGPNJREFUeF7tXXm0HFWZ\/77bS\/IeBgyoQPLyurrfM5EwMmpwRAeGqKgskQjKEtmJgJDMBDAjjIBsioIZIeDgYXJk0xGXkWUG1MPiAZR9YOIIgcTuqurHY5XJYILJy+vue+d8z6p4U6+ru6q6en1fn8Mf5N26y+\/e+tW93\/K7CPxjBBgBRqALEMAu6CN3kRFgBBgBYLLiRcAIMAJdgQCTVVdME3eSEWAEmKx4DTACjEBXIMBk1RXTxJ1kBBgBJiteA4wAIxAXApjJZN4vhLhMKfUt27YfiqtiqofJKk40uS5GYGoigENDQ3tLKVcAwGcBYKZSaiGT1dRcDDxqRqCTEUDDMKbZtr0tm81eBQArmaw6ebq4b4wAIwC5XO6bSqnzmKx4MTACjEBHI8Bk1dHTw51jBBgBFwEmK14LjAAj0BUIMFl1xTRxJxkBRoDJitcAI8AIdAUCTFZdMU3cSUaAEWCy4jXACDACXYEAk1VXTBN3khFgBJiseA0wAoxANyCAHMHeDdPEfWQEpjACQ0NDf1WpVA5CxK9SbiAA3IOI3xVCPJnP5\/8QBzScyBwHilwHI8AINB0BJqumQ8wNMAKMQBwIMFnFgSLXwQgwAk1HgMmqDsRDQ0NzlFLzTNO8v+mzwQ0wAg0gYBjGgYlE4vlCofB6A9V07KNMVjWmJpPJZBOJxD8LIS7K5\/PPdewscscYAQDIZDIfSCQSpwshvpzP5zf1GihMVj4zmslk9hRC3IiIq0zTfKDXJp7H05MIYC6XO1kpdWBfX9\/ydevWvdVLo2SyqjKb8+fPf9vWrVv\/BQAetizrRgBQvTTpPJbeRWDWrFn906dPp7U7Mjg4ePmDDz5YDjLaoaGhj0gpZwcp26oyiPgn0zR\/7rbHZDUZefo6nQcAHwKAk03T\/GOrJofbYQTiQMAwjPcg4m2IuDLoqSCXy92hlPpMHO3HWIdtWVaWycoHUcMw9hNC\/DsAnBR0omOcHK6KEYgDAYokXw4ApwghFhcKhRfjqLTddfDOSpuBXC63CwDcLKXcmEwmz8rn89vaPUHcPiMQBQHDMPZAxB8rpR4xDOOrQY+DUdpq1TNMVjuS1alKqWuEEAcXCoVHWzUJ3A4j0AwEcrkcredVSqlDbdt+vBlttLJOJisHbe1L9EZ\/f\/9JveZJaeWi4rY6A4E5c+bMSiaTdymlNoyPj5\/28ssvb+mMnkXrBZOVg5vzFfqeUmqJbds\/igYnP8UIdBQCZLv6CgBcrJQ63LbtXwbt3e67775Tf3\/\/FwFg3rZt287uBKJjsgKAgYGBXZPJ5E8RcSCRSByaz+cLQSeVyzECnYyAc537L5VSdwexwzokdSwAEFHtq5T6YafsypisAMAwjIMR8T\/IuO4E04138gLkvrUfgeHh4WlSyiOVUp9PpVKnbNiw4Y3292pyD+bNmzdjfHz8+wDwsSC22AULFqRmzJihRkdH51UqlV8opX7NZNUhM7tw4cJksVi8EgDODXME1AJHT4x7KM24zTbuPk7V+oikKpXKJxHxHKXU\/gDwTCqVWtSpZEXzZBjGCkS8BgAutCzriiBBzplMZi8hBJHVI0xWHbLaBwYGZqdSqbsBYJaU8uBisfjfQbvmBN\/dBQBzgz4TpByTVRCU2lOGPm6bN2\/GN998c6aU8h4AqHQBWX0IEe8DgPXlcnnxiy+++HI99Jis6iHUhr\/ncrnD6DwPAPcppY62bfvNMN0wDONTiPhTAJjhPFdCxDNM07w5wBcMBwYGZiYSiQOFEFcBwDDVwWQVZgbaU3bu3LnvKJVKtG6g08lqeHj4nZVKhT6qZIMKZGhvFVkZhmEAwOmIeAQAvEefTaXUr8rl8lGjo6Mb6d+nus1qu2Y0AFyXyWTODRs8R1\/akZGRi5RSJOfq\/v4vbGxLLpebK6W8HRH3ZrJqDwGFabWbyGr+\/PnprVu3fgcATlNKfcO27QvqfUibTVb03ti2vdQ5ngIi0pHzvYhIogGvOR\/tfCaTuc19J6c0WRmG8XZE\/AkAfILY3bKsNWEWrFt2aGjoXZVKhXKxPqY9\/5CUckmxWHwlaJ2GYRxLOV0NkJUwDGNnwzDeCku6QfvI5f6MQKvIKszOo9bcZLPZ0wDgX4OeIJpMVq46xA0AYEkpTy4Wi4\/ncrlDlVJnlsvl06sdVWuSVSaTOQIRP4eIRwLAdB8wXlVKPUOh\/Vu2bPnZa6+99qduWdDDw8N7k8cDAEhgb6Ft2w9F7TtpCQkh\/pNsX24diLh6cHBwZVDiIP0sIcQ9NGFB+kJfzC1btnweAD6NiPOdbfTzUsrDisWiFXUs9Z4bGBjoS6fTK5RSBcuy6Ajc1b9cLneklPLd5XL52tHR0a1BBtNssoqy86jV71wu93GlFAlIvphIJA6pp88WhKzca7eC4OXslCbeMcq\/RcQJNQVEPMrNwXXtx0qpjfrxb\/v7FKQhjZWpeJGys23bXksesbGxsaOVUl8HgD2UUs8JIU4xTfOpIPW2u4xmrypKKQ8pFovPN9An\/WuRcuoJY78CJ8aFAlO\/G4Ss3L46L87PAODvmh0XQ1HRiUTiOkS8y7Iscon3gnwOGoZxOCIuKZfL5wYxQDeZrCLtPGqtXZd8SKMPEReZpknOAd9fELKiG22UUnsEfWeEEL\/N5\/NvGIbxdUT8JzqS6nmLGqa0xiYRaqBjoOb6pH6t8cYiuccXp9MPK6WOsW371aCDaFc5J7qXiPaJOIykPuEMRSHEokKh8GyAcdIipdidZy3LWh+g\/EQROoY6nikyoJ5t2\/bqoM+GKZfNZucBwE2IuCagAyFM9e0uO0EQUsrjlVLH1zu+ByErkhlGxAeDDgwRrzRN8\/yoO49a7ehrBAAucEIYGiKroOPSy2mml4WIeIiubOIGsALA2lKptMQ1rAfeWenGOXoIEZeapkmCdNt\/7vEFAPZyyhzU6fIqnnHREXZpHEfY4eHhoXK5fBcZyjWIQtuvwiwEwzBc1zR5Ej9h2\/YTYZ4PUtZRTiV72qO9ksXvHbfmLDH6+vqW1coPDUJW5IWTUv51EHyd9+bVQqHwXNSdR612tODQxdU2HN5ng+ysgo5LL0fZIqlUigKwB\/XdkxPveDEALHPiHe\/17trr7qw0t+eHAeD1arFI2sSRYF1VQosysGY+o09e3EenKuEMhMllYZQbw4xd2\/k+lkgkFsd1qaTbBydae7VS6m96SR+pGsZ0QYiUkpJ\/7zQM4wo\/e2MQsgozh27ZRnYetdojBdF0Or0GEcnGeVc6nT5h\/fr1m\/2ece25cUewa6R0JgAcalnWk0QZhmFQoO13EPFi0zQpN1d6+1aXrLSvNsURPVIqlQ73bs+qkFXdM3GUiYzzGb3P7vY7rvp9whlKAPAFy7JujasdqsezCCOFX9Trj2PbuwMRzzZN8\/p65bv977lc7iyl1AVSyk8Xi8Vnqo2nWWTVyM6jHu6aQdzX7DE8PLxzuVz+MCL+PQAcBgAUhnOZEOI3g4ODa4M6i2r1xWnjHPKeK6XonoMhRNyKiD8oFAqjfnbQIGTlhupT+1VfBt14Rwb4GIzV9XBv+O8eg+OEraDhSrUKfMIZNiQSiSPreWLC9MNzBD\/KsixSOY3tR3a4LVu23IKI+4eI8PeGUNCXc5d0Op1MJpOb1q1b19G5l67thMJI\/Ly5mg0o1gj2RnYe9SZdI6uueEdD7aw8X216ttrL4EqoXksFEPEGIcSKTlfZ1MmqWUZp8pZIKSnKOeMCT1G5iURiSVx3u3k9mmNjYyN9fX3HI+JZALAPAJCjY834+Pjql1566X\/rLWjv352LBEha5HG\/CH\/DMKYLIcgxsAQAyFZHutlrlVIUlUxuapIpea9T9xj9\/+Dg4HURv9JIZIKIyxGRNMNn+owp8i5TO4pRoO4OXmI6EpfLZRrTcRRkCQC0Y\/4WBTUKIZ6KY91H3XnUm1vNXNB7ZOX5alcboHvWvM1ZNI\/Qmdg0zZF6wNHfw8Zp+NQZCfhcLrc\/EQdlS1RzGgTpf4Ay1cIZ6DFKKP1GtXN5gDr1IoT\/hBuY7BAAQBddXIOIFPt2BwAcCAC0nacx3jw2NrYsrC6R5jGd5AX29nVwcJBSh34IAAcrpSgan5QIRkulEt22sjWdTl+ilPqy84IfFzZGyxN75Bf353Yr8i5Td740cW2EnOrGi7uabYQ\/HcFM0\/xN47W2roaax0Dtq009+nUikSAB+j9WKhVRqVQoK5vuKKMvDL0Md9IOxbKsYtDut5OsdLdyMxekezWSUupkB5cwoQw1ofRE4H8bAN5BJGHbNnlblHOkoDAG2mVVdY7UasCN+wKAY4LY9bSk8PeRrQMRv6SHOGiu6XdFSG9yif98pRSJyT2EiNNoJ0\/CApQtMG3atO0fyUaPm9rarEvSQdd7u8tpZNWV+ae1yEr\/ahPOFBHdR8GfDuh0vCiQtwARf2RZ1u9i2Cm0bD5bRVY0oGw2S+k8dzqkHjTJuS4Wnpc\/j4hXeOOfgi5QR\/pkFQAc5+Y1epwQk0JWvB10MKXs\/pQ34I\/Keo7eNUXdHMfOnRR8SmaFUqm0txDizPHx8fPd46x2RF2TyWTOC3isJLPFSgC4hK5a89vdaYHQVZ1KdSenAwsEXQsd2PWJLvmSleerTbaojvfwhQG5VWTlxifRkSzu8AXHa0VHLF9bofbS1dxZaYZ0St05giKcneTqnzvemrpkpR0ZSYLkEMuy\/kefEz29qd7OyhVERMR7yuXyqUKIE6SU94+MjKyjOjUdstOCiMq5\/dD1ywDgHyzLogTfSVH42ovd9PSlMOu2kbI9S1aer3bPTJg72a0gKz2inY7JcV6a6nF+VCUH58Wk4yHZrerGYJGtZtOmTW8bHR0lmRzp8ZjWJKsgcWtafhodQ+pF2k94EMfHx8er2dko+LZSqVB+GaV\/hZL2IVzy+fzOw8PDm\/x2Y9qLHckm2gipNOvZniUrz8A6Roc5ronUv\/JNslnpXtJmhyx8u9oxyGNDCqwS6WIchqx0Z4wPnu7lBV8DgKrkGmZutV1l6HEFaafHySpQMnMQnFpZpuox0JtiE+ArGKnP7TSwNzvOytlFTCgS6JnlkYCq8pDm\/NjsdwxyX2hKME8mkxTZ7ncRhpg7d+6u4+Pjw0KI3WbOnHnv008\/XdLzyeoRutafqkTkXnVGydb1wlto19jf379nuVym0I\/fjYyMmDoE+i4upHliYrcmhBiWUs7eunXr\/X4pVhpZUZ7aotHR0Zfimrt21dOTcVaeL\/LmZuWbtZOs9DEG8XSFWWDOru12kj2isALTNEnjPU51gu3OD6+aottPLUeR+uBr1KeYHinlB5VSdFRcjIjnmqZJet3Kk0\/2NcuyLvLBYYcQimqpHPpOpVZit5PJf4BSijCzhRCHea8\/10wU27T8MpHNZuf09fW9Ui3o1EkZ+qDjQKCbW67PZDIr\/I6BWkxSJAXZMOulVWW1960rCbjqzkr36gSxdbQK7Djb0dIa\/jZIYmfQtj3KC7fWS4j11kv2FMuy9kmlUvl8Pr+pWrse58ek4EePrSxQTqKzkM\/1ZMLrJLTKsiyKkZpEup7+TCI1jbyzQSSf3V0vIj42ffr007wJxdls9gQAoLSl7fYk2slKKfe3bfuyWh8GjTQp9YkS8qt+RLQXO3JwadA104pyntNSV3o4q5KV5tUhHHtisrwLQjdQx5XI7MkJjKS04Nh+VgshvuAX5e5xfuygcKr1gfSCLkwmk6vrRVVr8VTv996bqB3vfJNfPf3ZIRjTSTsiWRkK3zjTsqyb6oW4aIb4qvaobDZ7OQXW0pwqpc5xwmqISJfatv1CjZfflbE+o5YHkSLynfitE8PceNQK0onaRjPWe9S+RH1uElk5V06T1C\/tOOjn+0WN2minPBcksTNMX7PZ7FEA8G8A8BalmoQR0HPbccjhhFqSNYZhfAYRKUKdftvJKpvN7o6IFCV+kFJquW3bk2Q2qo3HNY4j4m+9Oxn3CnIA2MlPgVR3xiDidnmgwcHBXCKRoDSseWH643wsL\/HqHbl993xM6Z8p2fYUNxjWb860HeDOjoBkVc01zVa3c69cetvMxP0w70gjZbeTFTHvtGnTTgWA4wFgQurF+Y1RVDQAfD\/M9dONdKpVz7rHCZLnFUIcaprmhqhthz3qVGsnl8vtQhetKqXyfkcu5zmRy+U+KqU8CxF3BwC6Puydf7bl4y1CiAfq7ab09rVj\/6VV7pWjyPHzKMizWm6o53hB2QtFRHxGSjlIUthh5a61HcC+fkQxNDQ0XKlUbkDEjwDAA4h4qWma\/1XPLqhpND1Q63ZiDY8rM5nMpQGDTaMunZY8p8fMAcCJjsprS9qOq5G6qgtxNdSJ9WjyN\/RSRc6ViiPw08l7+xIifrOe5y1uLDVj8qcsy6Ld2A4\/TePpee+Flx4FylpG+EDd1hwfv0+n00traS4FqlAr5B5pHY17StOZZK9yjtGrpJQH1fGghm2+reVbIdDY7AFOabLyeD0jfW0ckrnM0ZR+GhFPTaVSdS+RdCdWSrlLuVzel54DgE\/Svzd6eUWYRaPZZ\/ardeRxjrg3I+LRun63rncWMoygaje1BPNqu7wwQ5tU1rF1rahjryJFBUoKXx420bqhzjX54Ww2+zkAoFCarvQEEjxTmqw8R5gotjk\/VYXISy+OI2mYxjXCHlVKneB3yatmuP94uVw+2r1Uwd2VxdVvrT66lIRII5afFoaRqxYOQY3QDpkE4ACAbmDxVQmNpUMtrkRzSnRtYvaUJitaL5pxuK7Uq3d9acL+fppKUZZkS93K2s7oyir2qh367yQ7X4iIw9u2bVuulCLZl8BSufXA0D4eB8Zt2NauOXusmr3KCfegPMFnM5nMNb1gp3Lx9qhnLOtWtdcpT1ZaJDuEUTjV7VT1XsKQf79VKXWGbdtjIZ+LVNzZyZB43A43jfhVpmlKHSCl\/J4QgnYis5RSV9u2TWoGk7Szg3bM3eUh4gvV4quC1lOtnBaCMSm+avbs2bul0+krEfFXfvrfjbTd7me1VChy4ExKMG93\/4K2P+XJylF+vN6xGQUSbCM7DwAcK4QgRcxYf5VKZW2xWHTDEmKt21uZ63kTQuwphDgm6EUTCxYsSG3cuHEFeQe1Okkxk7yANxWLRfJOhv65XjhEpLsnScQvrqh\/N7j1swBwuPeaM8Mw3iel3ORN6wk9gA59QHMs3N7f339SrVt7OnQIE92a8mRFIGjGx649zwddZM6O8GpHJ+pJR7ngqlrR3EHrjlCOgjQn9LMAgKLnl9KXX7eJRahz4hHnWEfhFiNCiFsqlQqp2T7Rq9eI1cBpexZCq73MUefO7zkmK7o7fs6cWclkkoy5PRME6DfhuVyOLkK9FxGvUkrtBABvTyQSF\/il9sS94PT6HBvV1QBwAHlTpZSk1f4V27YfbnRXZRiGQYSMiI9KKdeSB7BUKi0LcttyM8fc6rq1q\/R2i9sO2OqxMFk5iGsKBUts26Z7y3r1R7uZQUR8txDCGhgYKLbTmDwwMNCXTCbdi0Bf8PNGRpkMUnpQSu2VSqVeT6fTv+\/0W3WijLHeM66IoZM2F1RNtV61bfk7k5UDuxb4aHXzub4tq4gb7UgENFXUY7vZsO6Cy2T1l2VGOw4KzCR7Dsn6PhDnCnQ8MpS29HqpVFrivSg2zra4LkaAENDUVO8OoVHfseAxWWlT48jG3KaUGq2VOxZlNrPZLN3h9wsAeK3Xr2CPgg8\/EzsCrjIrKUcsrqNGEXvjzaiQycqDKrnPhRCknHBS3LsriqKm5uLMd2vGouA6ux8BTXzx6jZ5emMHkcnKA6mWVrIfH9diX29cYQsQcPNVKQ4w7uDaFnTftwkmqyrQuMdBAPhJHF8lctGPjY3tIaXcSyn1h2Kx+Ew7J53b7m0EnODaaxKJxPH5fP65Xhktk5XPTDr6VDcIIb5YKBSejTrhZFhPJBL7OXpQfY4ywVNR6+PnGIFaCDhBvzci4qq4zRjtRp7JqsYMZLNZClY8p1KpLCsWi69EnSxNpZHkX0hNoKpCZdT6+TlGgBBwLqq9FhEfdMT14kpX6giAmazqTIOjB75rI9pG7h2FSqn74vYydsQq4k50BAKGYVA8Fdi2\/eNGMwA6YkCeTjBZBZgVktjwu18uwON67mHNG1WC1MVlGAE\/BMjbvH79+rd6kahozExWzV\/7biLp8loKlc3vBrfACHQ3AkxWTZ4\/V6FSKTUAAIvYXtVkwLn6nkWAyarJU+veKkJSuWyvajLYXH1PI8Bk1eTpdYXP9GvZm9wkV88I9CQCTFZNnlbnQs7z2V7VZKC5+p5HgMmqiVOs3ahCukocX9VErLnq3keAyaqJc6zdAHyTbduXN3KZQhO7yVUzAl2BAJNVzNOUyWQ+iogrhRDnSCk\/QDcsCyEWNZKyE3MXuTpGoCsRYLKKedqy2ew\/AsBKuk4LEem\/H5imSZcVRL6iKuYucnWMQFciwGQV87SRPIdlWfsg4oxkMrkun8+\/0asRxTFDx9UxAjURYLLiBcIIMAJdgQCTVVdME3eSEWAE\/h90ejRM0s9ylwAAAABJRU5ErkJggg==\" width=\"149.5\" height=\"45.5\" \/><\/span>.<\/div>\n<div class=\"S1\">The CES supply curve for the products from source country <span style=\"font-family: STIXGeneral-webfont, serif; font-style: italic; font-weight: 400; color: #212121;\">j<\/span> is defined as <span style=\"vertical-align: -6px;\"><img decoding=\"async\" loading=\"lazy\" src=\"data:image\/png;base64,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\" width=\"80\" height=\"25.5\" \/><\/span>, where<\/div>\n<ul class=\"S5\">\n<li class=\"S6\"><span style=\"vertical-align: -6px;\"><img decoding=\"async\" loading=\"lazy\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAACAAAAAnCAYAAABuf0pMAAAAAXNSR0IArs4c6QAAA5ZJREFUWEftVk1oXFUU\/s6dZFKkRqEubGJ5P\/NISAKCUOlGbKwKQqpUpG5cKNrib03RrtoitqVKixQEKVRQ0IJaXWj9XWglbmK7aleB4sy7903G2HQhVbFD5717T7kwI68z8yaSTizCvPU953zfd853ziPc4I9ucH30APQU6CnQU6CnQE+B\/4UCVCgUJowxO5j5DiKaA7DOGHMil8vtADCitX44iqKzy7msHRUYHh5ek8\/n9xHRFmPMS0qpLwGYIAgKWutvbXEA3zPz40qpS10FUCgULMvjAO4koq1hGJ5qFBgZGbktjuOvAWwAsEdK+cZyituYtgo4jrNWCPExgI0Atkkp3wfAjSKO43hCiG8AjBHRA2lwbYCQ53m7ALwO4Ckp5WfpNy0AJicn+8rl8lvMPE1EX9igMAz\/SAf5vn8PM\/8IoGiMmYqiSGYpYPNFUXQIwCsAXpZSvpMm0wLA9\/37mflzAKuI6NEwDC3Taz7P83YDOMjMH9Vqte0LCwuXO7XAgigWi4NBEPw5MzOTZCoQBMFAkiRHiehpyzBJkq2VSuX3dIDrurcT0QkA9zLzTqXU28vtf8sMOI4zJoT4DoADYG99uP7pvQ3wfd+Cew\/AX8z8oFLqTAcA5LruLUKIwBgzXK1Wf1hcXPw7UwHf96eY2U43iGhzs\/zWfkmSnCSiCQDn4jjeXKlUfm0HwKppjLkbwBPM\/ByAo47jTHdsQYodmHlSKfVTI\/n4+PjqarV6BMB6AHcB+JCZnxVCWLuuUUqdbgcklbPFTS0taFLgmTAMrf0QBMGg1voIEc0y8ybLyvpfCHGcmXdrrfdHUfRbhgUPA7BAHyqVSrPNb65xQX35nKwzjIjokDHGENE2APtzudxprfVX9QVkN2DOruhyuWzXc8vnuu6tRPQpgEFm3qKUutARQJ3thGUL4D4AFWb+BMC7Sik1NDR008DAgJ36JwHYtfyqlDLKGsLGUDPzqb6+vheKxeKVJQFcj6WaYxstZebnlVLH0guo8XZFz7HneQcATGf1v2UIu8l+dHT05lqtZo+ZL4SYKpVK8+3yr5gCjYPFzD9n9X9FFUhZuq3\/V3oG7Ao+SESPAXhESnk+q71da0F9U74JoCyE+EBrbf8nzriu+1rz+s28BdczhK7rukRk78SsMeacnfw4jl+cn59f6JS3awrYIvZUM\/NYf3\/\/xXw+\/8vc3FxtKVJdBbBUsf\/Uhv8WzFX7Pa83N1MYRAAAAABJRU5ErkJggg==\" width=\"16\" height=\"19.5\" \/><\/span>: a supply shift parameter,<\/li>\n<li class=\"S6\"><span style=\"vertical-align: -6px;\"><img decoding=\"async\" loading=\"lazy\" src=\"data:image\/png;base64,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\" width=\"15.5\" height=\"19.5\" \/><\/span>: the price elasticity of supply from source <span style=\"font-family: STIXGeneral-webfont, serif; font-style: italic; font-weight: 400; color: #212121;\">j<\/span>.<\/li>\n<\/ul>\n<h2><\/h2>\n<h2 class=\"S7\">Parameter Inputs and Industry Economic Variables<\/h2>\n<div class=\"S1\">Assume that there are 3 import products. The inputs include the inital expenditures on the products from each source country to the market, initial and revised tariff rates, and estimates of the price responsiveness of demand and supply. The elasticity of substitution is set to be <span style=\"font-family: STIXGeneral-webfont, serif; font-style: normal; font-weight: 400; color: #212121;\">5<\/span>.<\/div>\n<div class=\"S1\"><\/div>\n<div class=\"CodeBlock\">\n<div class=\"inlineWrapper\"><\/div>\n<div class=\"inlineWrapper\">\n<div class=\"S3\">\n<div class=\"content\">\n<div class=\"SectionBlock highlightborder active\">\n<table style=\"border: 1px solid #bfbfbf; border-collapse: collapse;\">\n<tbody>\n<tr style=\"min-height: 20pt;\">\n<td style=\"border: 1px solid #bfbfbf; padding-left: 4px; padding-right: 4px; width: 125.292px;\"><!-- [if mso]>\n<![endif]--><\/p>\n<div class=\"S6A144F5E2\"><\/div>\n<\/td>\n<td style=\"border: 1px solid #bfbfbf; padding-left: 4px; padding-right: 4px; width: 113.594px;\">\n<div class=\"S6A144F5E2\"><span class=\"S6A144F5E0\">Imported from A<\/span><\/div>\n<\/td>\n<td style=\"border: 1px solid #bfbfbf; padding-left: 4px; padding-right: 4px; width: 114.375px;\">\n<div class=\"S6A144F5E2\"><span class=\"S6A144F5E0\">Imported from B<\/span><\/div>\n<\/td>\n<td style=\"border: 1px solid #bfbfbf; padding-left: 4px; padding-right: 4px; width: 115.146px;\">\n<div class=\"S6A144F5E2\"><span class=\"S6A144F5E0\">Imported from C<\/span><\/div>\n<\/td>\n<td style=\"border: 1px solid #bfbfbf; padding-left: 4px; padding-right: 4px; width: 188.271px;\">\n<div class=\"S6A144F5E2\"><span class=\"S6A144F5E0\">Domestic Shipments from D<\/span><\/div>\n<\/td>\n<\/tr>\n<tr style=\"min-height: 20pt;\">\n<td style=\"border: 1px solid #bfbfbf; padding-left: 4px; padding-right: 4px; width: 125.292px;\">\n<div class=\"S6A144F5E2\"><span class=\"S6A144F5E0\">Supply Elasticity<\/span><\/div>\n<\/td>\n<td style=\"border: 1px solid #bfbfbf; padding-left: 4px; padding-right: 4px; width: 113.594px;\">\n<div class=\"S6A144F5E2\"><span class=\"S6A144F5E0\">10<\/span><\/div>\n<\/td>\n<td style=\"border: 1px solid #bfbfbf; padding-left: 4px; padding-right: 4px; width: 114.375px;\">\n<div class=\"S6A144F5E2\"><span class=\"S6A144F5E0\">10<\/span><\/div>\n<\/td>\n<td style=\"border: 1px solid #bfbfbf; padding-left: 4px; padding-right: 4px; width: 115.146px;\">\n<div class=\"S6A144F5E2\"><span class=\"S6A144F5E0\">10<\/span><\/div>\n<\/td>\n<td style=\"border: 1px solid #bfbfbf; padding-left: 4px; padding-right: 4px; width: 188.271px;\">\n<div class=\"S6A144F5E2\"><span class=\"S6A144F5E0\">2<\/span><\/div>\n<\/td>\n<\/tr>\n<tr style=\"min-height: 20pt;\">\n<td style=\"border: 1px solid #bfbfbf; padding-left: 4px; padding-right: 4px; width: 125.292px;\">\n<div class=\"S6A144F5E2\"><span class=\"S6A144F5E0\">Initial Tariff<\/span><\/div>\n<\/td>\n<td style=\"border: 1px solid #bfbfbf; padding-left: 4px; padding-right: 4px; width: 113.594px;\">\n<div class=\"S6A144F5E2\"><span class=\"S6A144F5E0\">0%<\/span><\/div>\n<\/td>\n<td style=\"border: 1px solid #bfbfbf; padding-left: 4px; padding-right: 4px; width: 114.375px;\">\n<div class=\"S6A144F5E2\"><span class=\"S6A144F5E0\">0%<\/span><\/div>\n<\/td>\n<td style=\"border: 1px solid #bfbfbf; padding-left: 4px; padding-right: 4px; width: 115.146px;\">\n<div class=\"S6A144F5E2\"><span class=\"S6A144F5E0\">0%<\/span><\/div>\n<\/td>\n<td style=\"border: 1px solid #bfbfbf; padding-left: 4px; padding-right: 4px; width: 188.271px;\">\n<div class=\"S6A144F5E2\"><span class=\"S6A144F5E0\">0%<\/span><\/div>\n<\/td>\n<\/tr>\n<tr style=\"min-height: 20pt;\">\n<td style=\"border: 1px solid #bfbfbf; padding-left: 4px; padding-right: 4px; width: 125.292px;\">\n<div class=\"S6A144F5E2\"><span class=\"S6A144F5E0\">Revised Tariff<\/span><\/div>\n<\/td>\n<td style=\"border: 1px solid #bfbfbf; padding-left: 4px; padding-right: 4px; width: 113.594px;\">\n<div class=\"S6A144F5E2\"><span class=\"S6A144F5E0\">20%<\/span><\/div>\n<\/td>\n<td style=\"border: 1px solid #bfbfbf; padding-left: 4px; padding-right: 4px; width: 114.375px;\">\n<div class=\"S6A144F5E2\"><span class=\"S6A144F5E0\">15%<\/span><\/div>\n<\/td>\n<td style=\"border: 1px solid #bfbfbf; padding-left: 4px; padding-right: 4px; width: 115.146px;\">\n<div class=\"S6A144F5E2\"><span class=\"S6A144F5E0\">10%<\/span><\/div>\n<\/td>\n<td style=\"border: 1px solid #bfbfbf; padding-left: 4px; padding-right: 4px; width: 188.271px;\">\n<div class=\"S6A144F5E2\"><span class=\"S6A144F5E0\">0%<\/span><\/div>\n<\/td>\n<\/tr>\n<tr style=\"min-height: 20pt;\">\n<td style=\"border: 1px solid #bfbfbf; padding-left: 4px; padding-right: 4px; width: 125.292px;\">\n<div class=\"S6A144F5E2\"><span class=\"S6A144F5E0\">Initial Expenditure<\/span><\/div>\n<\/td>\n<td style=\"border: 1px solid #bfbfbf; padding-left: 4px; padding-right: 4px; width: 113.594px;\">\n<div class=\"S6A144F5E2\"><span class=\"S6A144F5E0\">25%<\/span><\/div>\n<\/td>\n<td style=\"border: 1px solid #bfbfbf; padding-left: 4px; padding-right: 4px; width: 114.375px;\">\n<div class=\"S6A144F5E2\"><span class=\"S6A144F5E0\">25%<\/span><\/div>\n<\/td>\n<td style=\"border: 1px solid #bfbfbf; padding-left: 4px; padding-right: 4px; width: 115.146px;\">\n<div class=\"S6A144F5E2\"><span class=\"S6A144F5E0\">25%<\/span><\/div>\n<\/td>\n<td style=\"border: 1px solid #bfbfbf; padding-left: 4px; padding-right: 4px; width: 188.271px;\">\n<div class=\"S6A144F5E2\"><span class=\"S6A144F5E0\">25%<\/span><\/div>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h2><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-1493 size-full\" src=\"http:\/\/blogs.mathworks.com\/finance\/files\/2025\/03\/image4.png\" alt=\"\" width=\"632\" height=\"609\" \/><\/h2>\n<h2 class=\"S7\">Non-Linear Multi-step Euler Method Model with Four Sources of Supply<\/h2>\n<div class=\"S1\">Set the number of iteration steps as <span style=\"font-family: STIXGeneral-webfont, serif; font-style: normal; font-weight: 400; color: #212121;\">3000<\/span>. The simulations divide the total percent change in the trade factor on imports from <span style=\"font-family: STIXGeneral-webfont, serif; font-style: italic; font-weight: 400; color: #212121;\">c<\/span> into many steps. If the total percentage change <span style=\"vertical-align: -6px;\"><img decoding=\"async\" loading=\"lazy\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAACAAAAArCAYAAAAZvYo3AAAAAXNSR0IArs4c6QAAA7pJREFUWEftl11oHFUUx\/\/nzkxM4ycihuqGmblZEpqiDwZ80YcgIlFRH8SqYKW2VqxUKLaIqCCiVvyq4kcK1frgBygVJX61YJE8CdWCENpIZGfnbjKJTWElIskyu5t75MJuWONudjfdtj7svO7dc37nf8\/XJZznj86zf7QB2go0pEBvb++VWusDAO4C8FqhUHguiqJcKxK4LkAymdy4tLT0IYDrKxyOCiEeCYLg9JlCrAZAvu\/fDOAjAJcBeMGyrM+11nuY+VEAP1uWtTWVSp08E4iqAENDQ7ZSahsRvQVgnIh2ptPp4wAYgPA8704i2l9y\/GAYhkdLvzXN8h+ARCKxznGc5wHsMlEvLi7um5ubW1hp2ff9bgCvAtjEzLs8zzs4NjZWbJbgXwA9PT1X2bY9wsxJAA8rpY7ViUxIKe9j5jcAfLyW5FwGGBwcdLLZ7HUAOnO53PFqUdeKrq+v74o4jq8RQmTDMDwBQDeqRN0qaNTQWs+1AdoK\/P8V6O7uvrCrq2sLMz9ERIM1sv201no4k8n82mw1rKqA67o+EX1ARDfVMfwDM29SSs23DMB13fVE9IkQ4ndm3u84zmyxWLyFmT81LdpxnLfLzvL5fFEp9dda5kHNYTQ1NfWS1vonpdTXxnAymbygWCyOENEwgFvDMBxvNtpq56sC+L7fz8zDnue9Vx4wvu9fC+AwMx+xbfuxVCoVnzWAKobNbvA0gBcB3BOG4RetcG5sNFSGpSk5CuASy7JuS6VSwTkFkFLezszfAhjt6OjYPDk5+XejAGa5iaLI1Vr7AOY7OzvHJyYm8uX\/11XAGMhkMvsAPA7g9TAMnzRJKaW8VGu9Til1qgaM2ZzuIKInADzLzL8A2EtEGwuFwv1RFP3Z0BUkEonLHccxlXADEb2STqefGhgYuCiXy72stR7JZDK\/rQQoQZuNahuAe03FlOx8CWB95TXWVUBK2ae1\/p6IegEcE0LsZuYHtNZ\/eJ63t9oaVrqyrwDsDsPw3XJ\/6O\/vvziOY6uyZ9QFMN1QCPEdgA3L90b0WRzHO2dmZrIrozeR2rZ9iIgSjSRsXYCSnDsAmEV1nogOLCwsvFNrZZNS3sjMPzLzoXw+v312dnZxtYStC9BotpfPSSm3MvPByoQ9pwC+7282jxlmflMptae8oBolp6envSAI0pVLa8sVcF13gxDiMIBThULh7iiKZkpzZAcRnVz5iGk5gOmuUkozvp9h5qsBfAPAEUK8HwSBecaZ19XydzYAmkqbNkBbgbYC\/wCejZo7+43+LgAAAABJRU5ErkJggg==\" width=\"16\" height=\"21.5\" \/><\/span> is divided into 3000 steps with a constant step-to-step growth rate of <span style=\"font-family: STIXGeneral-webfont, serif; font-style: italic; font-weight: 400; color: #212121;\">g<\/span>. Then <span style=\"vertical-align: -6px;\"><img decoding=\"async\" loading=\"lazy\" src=\"data:image\/png;base64,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\" width=\"130\" height=\"21.5\" \/><\/span> and <span style=\"vertical-align: -6px;\"><img decoding=\"async\" loading=\"lazy\" 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USGDxHYxwsdVuBARC4uzXugt4hoVPBxZV6VlzWL5zH4GPWBRT4+LfMjQIATPbiqbE9Pz2vF0ioFqNoiMOLqQtcWbnm6IFBZBITAlcVTehMEqoqAELiqcMvDBIHKIiAEriye0psgUFUEhMBVhVseJghUFoH\/AxIOo883Z65EAAAAAElFTkSuQmCC\" width=\"120\" height=\"35.5\" \/><\/span>. We iterate the percentage changes of prices, quantities, product revenue with the impact of tariff.<\/div>\n<div class=\"CodeBlock\">\n<div class=\"inlineWrapper\"><\/div>\n<div class=\"inlineWrapper\">\n<div class=\"S3\"><img decoding=\"async\" loading=\"lazy\" width=\"985\" height=\"914\" class=\"size-full wp-image-1499 alignnone\" src=\"http:\/\/blogs.mathworks.com\/finance\/files\/2025\/03\/image5.png\" alt=\"\" \/><\/div>\n<div><\/div>\n<p>&nbsp;<\/p>\n<h2>Conclusions<\/h2>\n<\/div>\n<\/div>\n<div class=\"S1\">We conduct a simulation of the model using a hypothetical change in tariffs along with illustrative data inputs.<\/div>\n<div class=\"CodeBlock\">\n<div class=\"inlineWrapper\"><\/div>\n<div class=\"inlineWrapper outputs\">\n<div class=\"S13\"><img decoding=\"async\" loading=\"lazy\" width=\"1053\" height=\"860\" class=\"size-full wp-image-1502 alignnone\" src=\"http:\/\/blogs.mathworks.com\/finance\/files\/2025\/03\/image6.png\" alt=\"\" \/><\/div>\n<div 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\/><\/div>\n<div class=\"outputLayer selectedOutputDecorationLayer doNotExport\" aria-hidden=\"true\"><\/div>\n<div class=\"outputLayer activeOutputDecorationLayer doNotExport\" aria-hidden=\"true\"><\/div>\n<div class=\"outputLayer scrollableOutputDecorationLayer doNotExport\" aria-hidden=\"true\"><\/div>\n<div class=\"outputLayer navigationFocusLayer doNotExport\" tabindex=\"-1\" role=\"application\" aria-hidden=\"false\" aria-label=\"figure output \"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"S4\">Based on the results, the tariff changes lead to a decrease in the price of the product imported from source A, B and C. Consequently, both the quantity and product revenue of the imported products decline, with product revenue dropping by around 30%. Due to substitution effects, we can quantitatively confirm that the price, quantities, and revenue for alternative sources increase. We can also implement log-linearized CES Tariff model as a comparison.<\/div>\n<div><\/div>\n<p>&nbsp;<\/p>\n<h2 class=\"S4\">Reference:<\/h2>\n<div class=\"S1\">[1] D. Riker, Multinational Production and Employment in an Industry-Specific Model of Trade. U.S. International Trade Commission, Aug. 2018.<\/div>\n<div class=\"S1\">[2] D. Riker, S. Schreiber, Practical Tools for Modeling the Economic Effects of Tariff Changes. U.S. International Trade Commission, Nov. 2020.<\/div>\n<p><!-- ##### SOURCE BEGIN ##### %% The Economic Effects of Tariff Changes % This example demonstrates a practical tool for modeling the economic effects % of tariff changes. We run simulations of hypothetical tariff changes using illustrative % data inputs. Suppose there are three imported products, and the tariffs increase % to different levels: 20%, 15%, and 10%. We apply the Multi-step Euler method % to a non-linear model. Due to domestic substitution products, the price and % quantity of imported products decrease, while the revenue of domestic products % increases. Consequently, the Consumer Price Index (CPI) rises due to the impact % of the tariffs. clear clc %% % In this example, we implement a non-linear *C*onstant *E*lasticity of *S*ubstitution % (CES) Tariff model. % % The CES demand curve for products from source country $j$: $q_j=kP^{\\sigma-1}(p_j\\tau_j)^{-\\sigma}b_j$, % % where: %% % * $q_j$: the quantity demanded of the product from source $j$ % * $p_j$: the producer price of this product. % * $k$: a demand shift term % * $b_j$: a preference asymmetry term specific to the product from source $j$ % * $P$: the CES industry price index across all sources $j$ % * $\\tau_j$: a trade cost factor for product from source $j$ % * $\\sigma$: the elasticity of substitution between products within the industry. %% % The CES price index from the industry: $P=\\left(\\sum\\limits_{j} b_j (p_j\\tau_j)^{1-\\sigma}\\right)^{\\frac{1}{1-\\sigma}}$. % % The CES supply curve for the products from source country $j$ is defined as % $q_j=a_j(p_j)^{\\theta_j}$, where %% % * $a_j$: a supply shift parameter, % * $\\theta_j$: the price elasticity of supply from source $j$. %% Parameter Inputs and Industry Economic Variables % Assume that there are 3 import products. The inputs include the inital expenditures % on the products from each source country to the market, initial and revised % tariff rates, and estimates of the price responsiveness of demand and supply. % The elasticity of substitution is set to be $5$. %% % %% % Imported from A %% % Imported from B %% % Imported from C %% % Domestic Shipments from D %% % Supply Elasticity %% % 10 %% % 10 %% % 10 %% % 2 %% % Initial Tariff %% % 0% %% % 0% %% % 0% %% % 0% %% % Revised Tariff %% % 20% %% % 15% %% % 10% %% % 0% %% % Initial Expenditure %% % 25% %% % 25% %% % 25% %% % 25% %% % % Elasticity of Substitution ElastSub = 5; % Number of Products NumProducts = 3; % Supply Elasticity of Imports from A, B and C SEImport = [10; 10; 10]; % Supply Elasticity of Domestic Shipments from D SEDomestic = 2; % Initial Tariff Rate on Imports IniTariff = zeros(3,1); % Revised Tariff Rate on Imports RevTariff = [0.2; 0.15; 0.1]; % Parameter Settings NumSteps = 3000; % Initial Expenditure on Imports from A, B and C IniExpImport = [25; 25; 25]; % Initial Expenditure on Domestic Shipments from D IniExpDomestic = 25; % Initial price for the imports A,B and C IniPriceImport = [1;1;1]; % Initial Expenditure share IniShareImport = IniExpImport.\/(sum(IniExpImport)+sum(IniExpDomestic)); IniShareDomestic = IniExpDomestic\/(sum(IniExpImport)+sum(IniExpDomestic)); %% Non-Linear Multi-step Euler Method Model with Four Sources of Supply % Set the number of iteration steps as $3000$. The simulations divide the total % percent change in the trade factor on imports from $c$ into many steps. If the % total percentage change $\\hat{\\tau}_c$ is divided into 3000 steps with a constant % step-to-step growth rate of $g$. Then $(1+\\tau_c)=(1+g)^{3000}$ and $g=(1+\\tau_c)^{\\frac{1}{3000}}-1$. % We iterate the percentage changes of prices, quantities, product revenue with % the impact of tariff. % Percentage Change in the trading cost factor of imports from A, B and C PercentChangeTC = ((1+RevTariff - (1+IniTariff)).\/(1+IniTariff)+1).^(1\/NumSteps)-1; % Initial Value PercentChangePrice = zeros(NumProducts+1,NumSteps); PercentChangeCPI = zeros(1,NumSteps); PercentChangeQI = zeros(NumProducts+1,NumSteps); PercentChangePR = zeros(NumProducts+1,NumSteps); % Initial Expenditure Share of Imports: A,B,C and D ExpShare = zeros(NumProducts+1, NumSteps+1); ExpShare(:,1) = [IniShareImport;IniShareDomestic]; ExpAmount = zeros(NumProducts+1, NumSteps); ExpAmount(:,1)= [IniExpImport; IniExpDomestic]; % Initial Quantity of Imports: A,B,C and D QIAmount = zeros(NumProducts+1, NumSteps); QIAmount(:,1) = ExpAmount(:,1).\/([IniPriceImport;1].*(1+[IniTariff;0])); % Revised Tariff Rate in different iteration steps RevTariffChange = zeros(NumProducts, NumSteps); RevTariffChange(:,1) = IniTariff.*(1+PercentChangeTC); for i = 1:NumSteps-1 RevTariffChange(:,i+1) = (1+RevTariffChange(:,i)).*(1+PercentChangeTC)-1; end % The fourth item is zero for domestic shipments from D PercentChangeTC = [PercentChangeTC;0]; for i = 1:NumSteps-1 % Percentage Changes in the price of Imports and Domestic Shipments PercentChangePrice(:,i+1) = ComputePriceChangeImport(ElastSub,SEImport,SEDomestic,ExpShare(:,i),PercentChangeTC); % Percentage Changes in the Industry Consumer Price Index PercentChangeCPI(i+1) = sum(ExpShare(:,i).*(PercentChangePrice(:,i+1)+PercentChangeTC)); % Percentage Changes in the Quality of Imports PercentChangeQI(:,i+1) = PercentChangeCPI(i+1)*(ElastSub -1)- ElastSub*(PercentChangePrice(:,i+1)+PercentChangeTC); % Percentage Changes in Producer Revenues PercentChangePR(:,i+1) = PercentChangePrice(:,i+1)+PercentChangeQI(:,i+1); % Expenditure Amount in different iteration steps ExpAmount(:,i+1) = ExpAmount(:,i).*(1+PercentChangeTC+PercentChangePrice(:,i+1)+PercentChangeQI(:,i+1)); ExpShare(:,i+1) = ExpAmount(:,i+1)\/sum(ExpAmount(:,i+1)); % Quantity of Imports in different iteration steps QIAmount(:,i+1) = QIAmount(:,i).*(1+PercentChangeQI(:,i+1)); end %% Conclusions % We conduct a simulation of the model using a hypothetical change in tariffs % along with illustrative data inputs. % Percentage Change in the price of Imports and Domestic Shipments IniPI = ones(4,1); PI = IniPI.*cumprod(1+PercentChangePrice,2); TotalPercentChangePI = (PI(:,end)-IniPI).\/IniPI % Percentage Change of Quantity of Imports TotalPercentChangeQI = (QIAmount(:,end)-QIAmount(:,1)).\/QIAmount(:,1) % Percentage Change of Product Revenue TotalPercentChangePR = (PI(:,end).*QIAmount(:,end)-IniPI.*QIAmount(:,1)).\/(IniPI.*QIAmount(:,1)) % Percentage Change in the Industry Consumer Price Index IniCPI = 1; TotalPercentChangeCPI = (prod(1+PercentChangeCPI)-IniCPI)\/IniCPI % Plot the price changes figure(1) plot(PI(1,:),'Color','r','LineWidth',4) hold on plot(PI(2,:),'Color','g','LineWidth',2) plot(PI(3,:), 'Color', 'b','LineWidth',2) plot(PI(4,:), 'Color','k','LineWidth',2) plot(IniPI(1)*ones(length(PI(1,:)),1),'-.','LineWidth',2) hold off legend('Import A (Tariff 20%)', 'Import B (Tariff 15%)', 'Import C (Tariff 10%)', 'Domestic D','Inital Values','Location','northwest') xlabel('Iteration Steps') ylabel('Price') title('Price Changes with Revised Tariff') figure(2) plot(QIAmount(1,:),'Color','r','LineWidth',4) hold on plot(QIAmount(2,:),'Color','g','LineWidth',2) plot(QIAmount(3,:), 'Color', 'b','LineWidth',2) plot(QIAmount(4,:), 'Color','k','LineWidth',2) plot(QIAmount(1,1)*ones(length(QIAmount(1,:)),1),'-.','LineWidth',2) hold off legend('Import A (Tariff 20%)', 'Import B (Tariff 15%)', 'Import C (Tariff 10%)', 'Domestic D', 'Inital Values','Location','southwest') xlabel('Iteration Steps') ylabel('Quantity') title('Quantity Changes with Revised Tariff') %% % Based on the results, the tariff changes lead to a decrease in the price of % the product imported from source A, B and C. Consequently, both the quantity % and product revenue of the imported products decline, with product revenue dropping % by around 30%. Due to substitution effects, we can quantitatively confirm that % the price, quantities, and revenue for alternative sources increase. We can % also implement log-linearized CES Tariff model as a comparison. %% Reference: % [1] D. Riker, Multinational Production and Employment in an Industry-Specific % Model of Trade. U.S. International Trade Commission, Aug. 2018. % % [2] D. Riker, S. Schreiber, Practical Tools for Modeling the Economic Effects % of Tariff Changes. U.S. International Trade Commission, Nov. 2020. ##### SOURCE END ##### --><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<div class=\"overview-image\"><img decoding=\"async\"  class=\"img-responsive\" src=\"http:\/\/blogs.mathworks.com\/finance\/files\/2025\/03\/image7.png\" onError=\"this.style.display ='none';\" \/><\/div>\n<p>The following post is from Yuchen Dong, Senior Financial Application Engineer.<br \/>\nThe code presented in this blog can be found here.<\/p>\n<p>This example demonstrates a practical tool for modeling the&#8230; <a class=\"read-more\" href=\"https:\/\/blogs.mathworks.com\/finance\/2025\/03\/20\/the-economic-effects-of-tariff-changes\/\">read more >><\/a><\/p>\n","protected":false},"author":201,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[16,37],"tags":[],"_links":{"self":[{"href":"https:\/\/blogs.mathworks.com\/finance\/wp-json\/wp\/v2\/posts\/1466"}],"collection":[{"href":"https:\/\/blogs.mathworks.com\/finance\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.mathworks.com\/finance\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.mathworks.com\/finance\/wp-json\/wp\/v2\/users\/201"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.mathworks.com\/finance\/wp-json\/wp\/v2\/comments?post=1466"}],"version-history":[{"count":13,"href":"https:\/\/blogs.mathworks.com\/finance\/wp-json\/wp\/v2\/posts\/1466\/revisions"}],"predecessor-version":[{"id":1526,"href":"https:\/\/blogs.mathworks.com\/finance\/wp-json\/wp\/v2\/posts\/1466\/revisions\/1526"}],"wp:attachment":[{"href":"https:\/\/blogs.mathworks.com\/finance\/wp-json\/wp\/v2\/media?parent=1466"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.mathworks.com\/finance\/wp-json\/wp\/v2\/categories?post=1466"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.mathworks.com\/finance\/wp-json\/wp\/v2\/tags?post=1466"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}