{"id":2597,"date":"2026-08-16T19:02:14","date_gmt":"2026-08-16T16:02:14","guid":{"rendered":"https:\/\/sites.uwasa.fi\/mfjuva\/?page_id=2597"},"modified":"2026-08-16T19:02:14","modified_gmt":"2026-08-16T16:02:14","slug":"options-order-flow","status":"publish","type":"page","link":"https:\/\/sites.uwasa.fi\/mfjuva\/all-issues\/options-order-flow\/","title":{"rendered":""},"content":{"rendered":"<h2>Options Order Flow, Volatility Demand and Variance Risk Premium<\/h2>\n<p>Multinational Finance Journal, 2017, vol. 21, no. 2, pp. 49\u201390<\/p>\n<p style=\"align-items: center;gap: 12px;font-weight: bold\"><a href=\"https:\/\/sites.uwasa.fi\/mfjuva\/wp-content\/blogs.dir\/4\/files\/sites\/231\/2025\/02\/MJ0p1cq0ps1gbh7t9f610n515armrk4.pdf\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-2383\" src=\"https:\/\/sites.uwasa.fi\/mfjuva\/wp-content\/blogs.dir\/4\/files\/sites\/231\/2026\/07\/download-blue-button-300x89.png\" alt=\"\" width=\"139\" height=\"41\" srcset=\"https:\/\/sites.uwasa.fi\/mfjuva\/wp-content\/blogs.dir\/4\/files\/sites\/231\/2026\/07\/download-blue-button-300x89.png 300w, https:\/\/sites.uwasa.fi\/mfjuva\/wp-content\/blogs.dir\/4\/files\/sites\/231\/2026\/07\/download-blue-button.png 355w\" sizes=\"(max-width: 139px) 100vw, 139px\" \/><\/a><\/p>\n<p><strong>Prasenjit Chakrabarti<\/strong>, <em>Indian Institute of Management Ranchi, India<\/em><\/p>\n<p><strong>K Kiran Kumar<\/strong>, <em>Indian Institute of Management Indore, India<\/em><\/p>\n<p>&nbsp;<\/p>\n<h3><strong>Abstract:<\/strong><\/h3>\n<p>This study investigates whether volatility demand information in the order flow of Indian Nifty index options impacts the magnitude of variance risk premium change. The study further examines whether the sign of variance risk premium change conveys information about realized volatility innovations. Volatility demand information is computed by the vega-weighted order imbalance. Volatility demand of options is classified into different categories of moneyness. The study presents evidence that volatility demand of options significantly impacts the variance risk premium change. Among the moneyness categories, volatility demand of the most expensive options significantly impacts variance risk premium change. The study also finds that positive (negative) sign of variance risk premium change conveys information about positive (negative) innovation in realized volatility.<\/p>\n<p>&nbsp;<\/p>\n<h3><strong>Keywords:<\/strong><\/h3>\n<p>Variance risk premium; volatility demand; model-free implied volatility; realized variance; options contract<\/p>\n<p>&nbsp;<\/p>\n<h3><strong>Citation (APA):<\/strong><\/h3>\n<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"25\" data-end=\"176\">Chakrabarti, P., &amp; Kotha, K. K. (2017). Options order flow, volatility demand and variance risk premium. <em data-start=\"130\" data-end=\"165\">Multinational Finance Journal, 21<\/em>(2), 49\u201390.<\/p>\n<h3><strong>Citation (Harvard):<\/strong><\/h3>\n<div class=\"qMYqUG_convSearchResultHighlightRoot\">\n<div class=\"\" data-turn-id-container=\"request-6a4d709d-d18c-83ed-83c9-0a01bb24e020-17\" data-is-intersecting=\"true\">\n<section class=\"text-token-text-primary w-full focus:outline-none has-data-writing-block:pointer-events-none [&amp;:has([data-writing-block])&gt;*]:pointer-events-auto R6Vx5W_threadScrollVars scroll-mb-[calc(var(--scroll-root-safe-area-inset-bottom,0px)+var(--thread-response-height))] scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" data-turn-id=\"request-6a4d709d-d18c-83ed-83c9-0a01bb24e020-17\" data-turn-id-container=\"request-6a4d709d-d18c-83ed-83c9-0a01bb24e020-17\" data-testid=\"conversation-turn-98\" data-turn=\"assistant\">\n<div class=\"text-base my-auto mx-auto pb-8 [--thread-content-margin:var(--thread-content-margin-xs,calc(var(--spacing)*4))] @w-sm\/main:[--thread-content-margin:var(--thread-content-margin-sm,calc(var(--spacing)*6))] @w-lg\/main:[--thread-content-margin:var(--thread-content-margin-lg,calc(var(--spacing)*16))] px-(--thread-content-margin)\">\n<div class=\"[--thread-content-max-width:40rem] @w-lg\/main:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" data-conversation-screenshot-content=\"\">\n<div class=\"flex max-w-full flex-col gap-4 grow\">\n<div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal outline-none keyboard-focused:focus-ring [.text-message+&amp;]:mt-1\" dir=\"auto\" data-message-author-role=\"assistant\" data-message-id=\"3c39a917-db36-467e-bb1e-2283236c964f\" data-message-model-slug=\"gpt-5-6\" data-turn-start-message=\"true\">\n<div class=\"flex w-full flex-col gap-1 empty:hidden\">\n<div class=\"markdown prose dark:prose-invert wrap-break-word w-full light markdown-new-styling\">\n<p class=\"PDq2pG_selectionAnchorContainer\" data-start=\"207\" data-end=\"360\" data-is-last-node=\"\" data-is-only-node=\"\">Chakrabarti, P. and Kotha, K.K., 2017. Options Order Flow, Volatility Demand and Variance Risk Premium. <em data-start=\"311\" data-end=\"342\">Multinational Finance Journal<\/em>, 21(2), pp.49\u201390.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Options Order Flow, Volatility Demand and Variance Risk Premium Multinational Finance Journal, 2017, vol. 21, no. 2, pp. 49\u201390 Prasenjit Chakrabarti, Indian Institute of Management Ranchi, India K Kiran Kumar, Indian Institute of Management Indore, India &nbsp; Abstract: This study investigates whether volatility demand information in the order flow of Indian Nifty index options impacts [&hellip;]<\/p>\n","protected":false},"author":621,"featured_media":0,"parent":221,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-2597","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/sites.uwasa.fi\/mfjuva\/wp-json\/wp\/v2\/pages\/2597"}],"collection":[{"href":"https:\/\/sites.uwasa.fi\/mfjuva\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.uwasa.fi\/mfjuva\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.uwasa.fi\/mfjuva\/wp-json\/wp\/v2\/users\/621"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.uwasa.fi\/mfjuva\/wp-json\/wp\/v2\/comments?post=2597"}],"version-history":[{"count":1,"href":"https:\/\/sites.uwasa.fi\/mfjuva\/wp-json\/wp\/v2\/pages\/2597\/revisions"}],"predecessor-version":[{"id":2598,"href":"https:\/\/sites.uwasa.fi\/mfjuva\/wp-json\/wp\/v2\/pages\/2597\/revisions\/2598"}],"up":[{"embeddable":true,"href":"https:\/\/sites.uwasa.fi\/mfjuva\/wp-json\/wp\/v2\/pages\/221"}],"wp:attachment":[{"href":"https:\/\/sites.uwasa.fi\/mfjuva\/wp-json\/wp\/v2\/media?parent=2597"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}