{"id":10307,"date":"2026-03-10T12:07:32","date_gmt":"2026-03-10T06:37:32","guid":{"rendered":"https:\/\/bijmrd.com\/?p=10307"},"modified":"2026-03-10T12:07:34","modified_gmt":"2026-03-10T06:37:34","slug":"a-global-review-of-gravity-model-applications-trends-methods-and-future-directions","status":"publish","type":"post","link":"https:\/\/bijmrd.com\/index.php\/volume4-issue11\/a-global-review-of-gravity-model-applications-trends-methods-and-future-directions\/","title":{"rendered":"A Global Review of Gravity Model Applications: Trends, Methods and Future Directions"},"content":{"rendered":"\n<p class=\"has-vivid-cyan-blue-color has-text-color\"><strong>Author: Jitendra Rabada<\/strong><\/p>\n\n\n\n<p><strong>DOI Link:<\/strong><a href=\"https:\/\/doi.org\/10.70798\/Bijmrd\/04020001\"> <\/a><a href=\"https:\/\/doi.org\/10.70798\/Bijmrd\/04011007\">https:\/\/doi.org\/10.70798\/Bijmrd\/04011007<\/a><\/p>\n\n\n\n<p><strong>Abstract:<\/strong> The gravity model is one of the most influential and empirically robust frameworks in international economics for explaining bilateral trade flows. Over time, it has evolved from Tinbergen\u2019s descriptive formulation into a theoretically grounded structural model incorporating multilateral resistance terms, advanced estimators such as PPML, and sector-specific extensions. This review synthesizes global research trends, methodological developments, and thematic applications across regions and sectors, highlighting the model\u2019s expanding relevance in economics, political economy, development, agriculture, and environmental studies. The findings show that modern gravity models increasingly integrate variables such as exchangerate volatility, political risk, tariffs, migration, energy shocks, environmental stringency, and institutional quality, alongside methodological innovations including structural gravity, nonlinear modelling, spatial techniques, and wavelet or machine-learning hybrids. The review concludes that while the gravity model remains foundational, future research should emphasize deeper micro-foundations, nonlinear dynamics, interpretability in hybrid models, and richer datasets.<\/p>\n\n\n\n<p><strong>Keywords:<\/strong>  Gravity Model; International Trade; Structural Gravity; PPML Estimation; Regional Integration; Exchange Rate Volatility.<\/p>\n\n\n\n<p class=\"has-ast-global-color-1-color has-text-color\"><strong>Page No: 35-38<\/strong><\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-ast-global-color-6-background-color has-background wp-element-button\" href=\"https:\/\/bijmrd.com\/wp-content\/uploads\/2026\/03\/35-38-1.pdf\">download journal<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Author: Jitendra Rabada DOI Link: https:\/\/doi.org\/10.70798\/Bijmrd\/04011007 Abstract: The gravity model is one of the most influential and empirically robust frameworks in international economics for explaining bilateral trade flows. Over time, it has evolved from Tinbergen\u2019s descriptive formulation into a theoretically grounded structural model incorporating multilateral resistance terms, advanced estimators such as PPML, and sector-specific extensions. &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/bijmrd.com\/index.php\/volume4-issue11\/a-global-review-of-gravity-model-applications-trends-methods-and-future-directions\/\"> <span class=\"screen-reader-text\">A Global Review of Gravity Model Applications: Trends, Methods and Future Directions<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"footnotes":"","_joinchat":[]},"categories":[48],"tags":[],"rttpg_featured_image_url":null,"rttpg_author":{"display_name":false,"author_link":"https:\/\/bijmrd.com\/index.php\/author\/asraful-alibiswas\/"},"rttpg_comment":0,"rttpg_category":"<a href=\"https:\/\/bijmrd.com\/index.php\/category\/volume4-issue11\/\" rel=\"category tag\">Volume4 Issue1(1)<\/a>","rttpg_excerpt":"Author: Jitendra Rabada DOI Link: https:\/\/doi.org\/10.70798\/Bijmrd\/04011007 Abstract: The gravity model is one of the most influential and empirically robust frameworks in international economics for explaining bilateral trade flows. Over time, it has evolved from Tinbergen\u2019s descriptive formulation into a theoretically grounded structural model incorporating multilateral resistance terms, advanced estimators such as PPML, and sector-specific extensions.&hellip;","_links":{"self":[{"href":"https:\/\/bijmrd.com\/index.php\/wp-json\/wp\/v2\/posts\/10307"}],"collection":[{"href":"https:\/\/bijmrd.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/bijmrd.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/bijmrd.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/bijmrd.com\/index.php\/wp-json\/wp\/v2\/comments?post=10307"}],"version-history":[{"count":1,"href":"https:\/\/bijmrd.com\/index.php\/wp-json\/wp\/v2\/posts\/10307\/revisions"}],"predecessor-version":[{"id":10309,"href":"https:\/\/bijmrd.com\/index.php\/wp-json\/wp\/v2\/posts\/10307\/revisions\/10309"}],"wp:attachment":[{"href":"https:\/\/bijmrd.com\/index.php\/wp-json\/wp\/v2\/media?parent=10307"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/bijmrd.com\/index.php\/wp-json\/wp\/v2\/categories?post=10307"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/bijmrd.com\/index.php\/wp-json\/wp\/v2\/tags?post=10307"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}