{"id":9825,"date":"2023-10-24T17:24:47","date_gmt":"2023-10-24T17:24:47","guid":{"rendered":"https:\/\/content.one.lumenlearning.com\/quantitativereasoning\/?post_type=chapter&#038;p=9825"},"modified":"2024-10-18T21:00:57","modified_gmt":"2024-10-18T21:00:57","slug":"operations-and-supply-chain-fresh-take","status":"web-only","type":"chapter","link":"https:\/\/content.one.lumenlearning.com\/quantitativereasoning\/chapter\/operations-and-supply-chain-fresh-take\/","title":{"raw":"Operations and Supply Chain: Fresh Take","rendered":"Operations and Supply Chain: Fresh Take"},"content":{"raw":"<section class=\"textbox learningGoals\">\r\n<ul>\r\n\t<li>Describe concepts like inventory management, production scheduling, and optimization\u00a0<\/li>\r\n<\/ul>\r\n<\/section>\r\n<h2>Inventory Management<\/h2>\r\n<div class=\"textbox shaded\">\r\n<p><strong>The Main Idea<\/strong><\/p>\r\n<p>Effective inventory management is crucial for businesses to balance between having enough stock to meet demand and minimizing costs associated with holding inventory. Various strategies and techniques are employed to achieve this balance, ensuring efficiency and profitability.<\/p>\r\n<p><strong>Key Concepts and Techniques:<\/strong><\/p>\r\n<ul>\r\n\t<li><strong>ABC Analysis<\/strong>: Categorizes inventory based on importance or popularity, helping prioritize management efforts.<\/li>\r\n\t<li><strong>Demand Forecasting<\/strong>: Uses predictive analytics for better stock planning.<\/li>\r\n\t<li><strong>Economic Order Quantity (EOQ)<\/strong>: A formula that calculates the most cost-effective quantity of items to order.<\/li>\r\n\t<li><strong>FIFO and LIFO<\/strong>: Inventory valuation methods that determine how stock is moved and valued.<\/li>\r\n\t<li><strong>Just-In-Time (JIT)<\/strong>: A strategy focusing on maintaining the lowest possible stock levels to reduce storage costs.<\/li>\r\n\t<li><strong>Materials Requirements Planning (MRP)<\/strong>: Used in manufacturing for planning, scheduling, and inventory control.<\/li>\r\n\t<li><strong>Reorder Point Formula<\/strong>: Determines when to reorder stock to avoid stockouts.<\/li>\r\n\t<li><strong>Safety Stock<\/strong>: Extra stock kept as a buffer against unforeseen circumstances.<\/li>\r\n<\/ul>\r\n<\/div>\r\n<section class=\"textbox watchIt\">\r\n<p>[embed]https:\/\/youtube.com\/watch?v=eoLSZh35_LY&amp;si=EnSIkaIECMiOmarE[\/embed]<\/p>\r\n<p class=\"p1\">You can view the <a href=\"https:\/\/course-building.s3.us-west-2.amazonaws.com\/Intro+to+Business\/transcripts\/WhatisMaterialsRequirementPlanning_MRP_.html\" target=\"_blank\" rel=\"noopener\"><span class=\"s1\">transcript for \u201cWhat is Materials Requirement Planning (MRP)?.\u201d here (opens in new window).<\/span><\/a><\/p>\r\n<p class=\"p1\">\u00a0<\/p>\r\n<p><iframe src=\"\/\/plugin.3playmedia.com\/show?mf=9688679&amp;p3sdk_version=1.10.1&amp;p=20361&amp;pt=375&amp;video_id=9onMrDbDKaM&amp;video_target=tpm-plugin-cfj9eh0n-9onMrDbDKaM\" width=\"800px\" height=\"450px\" frameborder=\"0\" marginwidth=\"0px\" marginheight=\"0px\"><\/iframe><\/p>\r\n<p class=\"p1\">You can view the <a href=\"https:\/\/course-building.s3.us-west-2.amazonaws.com\/Intro+to+Business\/transcripts\/JustintimeorJITAdvantagesDisadvantagesofJust-in-time.html\" target=\"_blank\" rel=\"noopener\"><span class=\"s1\">transcript for \u201cJust in time or JIT | Advantages &amp; Disadvantages of Just-in-time.\u201d here (opens in new window).<\/span><\/a><\/p>\r\n<\/section>\r\n<h2>Optimization Techniques in Operations<\/h2>\r\n<div class=\"textbox shaded\">\r\n<p><strong>The Main Idea<\/strong><\/p>\r\n<p>Optimization in operations management is about making the best possible decisions within a set of constraints to maximize efficiency and effectiveness in resource allocation, cost reduction, and service improvement. It involves using mathematical models and algorithms to find the most efficient ways to allocate resources, reduce costs, and improve service.<\/p>\r\n<p><strong>Key Optimization Techniques:<\/strong><\/p>\r\n<ul>\r\n\t<li><strong>Linear Programming<\/strong>: A mathematical approach used to find the optimal solution in situations with multiple constraints. It's widely used in logistics, manufacturing, and service industries to minimize costs and maximize efficiency.<\/li>\r\n\t<li><strong>Integer Programming<\/strong>: An optimization method where decision variables are restricted to integer values, particularly useful in manufacturing and scenarios where fractional values are not practical.<\/li>\r\n\t<li><strong>Network Optimization<\/strong>: A specialized form of linear programming designed for problems that can be represented as graphs or networks, crucial for businesses with complex supply chains or distribution networks.<\/li>\r\n\t<li><strong>Sensitivity Analysis<\/strong>: Assesses how sensitive a solution is to changes in input parameters, helping businesses prepare for different scenarios and understand the robustness of their operational strategies.<\/li>\r\n<\/ul>\r\n<p><strong>Advantages and Disadvantages:<\/strong><\/p>\r\n<ul>\r\n\t<li><strong>Linear Programming<\/strong>: Versatile and efficient but may oversimplify real-world problems.<\/li>\r\n\t<li><strong>Integer Programming<\/strong>: Provides precision but can be computationally intensive.<\/li>\r\n\t<li><strong>Network Optimization<\/strong>: Specialized for network problems but requires a deep understanding of network theory.<\/li>\r\n\t<li><strong>Sensitivity Analysis<\/strong>: Excellent for risk assessment but can be time-consuming and assumption-dependent.<\/li>\r\n<\/ul>\r\n<\/div>\r\n<section class=\"textbox watchIt\"><iframe src=\"\/\/plugin.3playmedia.com\/show?mf=9688674&amp;p3sdk_version=1.10.1&amp;p=20361&amp;pt=375&amp;video_id=nG5-52a5lRo&amp;video_target=tpm-plugin-7pdlzv4r-nG5-52a5lRo\" width=\"800px\" height=\"450px\" frameborder=\"0\" marginwidth=\"0px\" marginheight=\"0px\"><\/iframe>\r\n<p class=\"p1\">You can view the <a href=\"https:\/\/course-building.s3.us-west-2.amazonaws.com\/Intro+to+Business\/transcripts\/WhatisOperationsManagement.html\" target=\"_blank\" rel=\"noopener\"><span class=\"s1\">transcript for \u201cWhat is Operations Management?\u201d here (opens in new window).<\/span><\/a><\/p>\r\n<\/section>\r\n<h2>Scheduling<\/h2>\r\n<div class=\"textbox shaded\">\r\n<p><strong>The Main Idea<\/strong><\/p>\r\n<p>Scheduling is a crucial aspect of operations management, involving the coordination of tasks to ensure efficient use of time and resources. It's a universal challenge faced in various contexts, from event planning to construction and manufacturing.<\/p>\r\n<p><strong>Key Concepts:<\/strong><\/p>\r\n<ul>\r\n\t<li><strong>Scheduling<\/strong>: Organizing tasks sequentially to optimize time and resource usage.<\/li>\r\n\t<li><strong>Processors<\/strong>: The workers or machines completing the tasks. They can be humans, computers, robots, or other machines.<\/li>\r\n\t<li><strong>Finishing Time<\/strong>: The total time it takes to complete all tasks, depending on the number of processors and the specific schedule.<\/li>\r\n<\/ul>\r\n<p>The critical path is the longest sequence of tasks in a project, determining the minimum time needed for completion. Understanding the critical path is essential for creating an optimal schedule that minimizes idle time and maximizes efficiency.<\/p>\r\n<p><strong>Key Concepts:<\/strong><\/p>\r\n<ul>\r\n\t<li><strong>Critical Time<\/strong>: The absolute minimum time to complete the job, regardless of the number of processors.<\/li>\r\n\t<li><strong>Critical Path<\/strong>: The sequence of tasks that defines the critical time.<\/li>\r\n\t<li><strong>Optimal Schedule<\/strong>: The schedule with the shortest possible finishing time.<\/li>\r\n\t<li><strong>Idle Time<\/strong>: Time when processors are not actively working on tasks.<\/li>\r\n<\/ul>\r\n<\/div>\r\n<section class=\"textbox watchIt\"><iframe src=\"\/\/plugin.3playmedia.com\/show?mf=11328624&amp;p3sdk_version=1.10.1&amp;p=20361&amp;pt=375&amp;video_id=WNWSQOynrl0&amp;video_target=tpm-plugin-wzgltjom-WNWSQOynrl0\" width=\"800px\" height=\"450px\" frameborder=\"0\" marginwidth=\"0px\" marginheight=\"0px\"><\/iframe>\r\n<p>You can view the\u00a0<a href=\"https:\/\/course-building.s3.us-west-2.amazonaws.com\/Principles+of+Marketing+Transcriptions\/What+is+Project+Scheduling%3F+-+Project+Management+Training.txt\" target=\"_blank\" rel=\"noopener\">transcript for \u201cWhat is Project Scheduling? - Project Management Training\u201d here (opens in new window).<\/a><\/p>\r\n<iframe title=\"YouTube video player\" src=\"https:\/\/www.youtube.com\/embed\/qdqqgj0T850?si=iEsloW4QRZ__bVHp\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe>\r\n<p>You can view the\u00a0<a href=\"https:\/\/course-building.s3.us-west-2.amazonaws.com\/Principles+of+Marketing+Transcriptions\/Introduction+to+Scheduling.txt\" target=\"_blank\" rel=\"noopener\">transcript for \u201cIntroduction to Scheduling\u201d here (opens in new window).<\/a><\/p>\r\n<iframe title=\"YouTube video player\" src=\"https:\/\/www.youtube.com\/embed\/JLxEl_CSFAU?si=ivqUeDgWyQ1yXLP-\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe>\r\n<p>You can view the\u00a0<a href=\"https:\/\/course-building.s3.us-west-2.amazonaws.com\/Principles+of+Marketing+Transcriptions\/Scheduling_+The+List+Processing+Algorithm+Part+1.txt\" target=\"_blank\" rel=\"noopener\">transcript for \u201cScheduling: The List Processing Algorithm Part 1\u201d here (opens in new window).<\/a><\/p>\r\n<iframe title=\"YouTube video player\" src=\"https:\/\/www.youtube.com\/embed\/0yehtHRF3EA?si=blDookKx1RbarE2i\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe>\r\n<p>You can view the\u00a0<a href=\"https:\/\/course-building.s3.us-west-2.amazonaws.com\/Principles+of+Marketing+Transcriptions\/Scheduling_+The+List+Processing+Algorithm+Part+2.txt\" target=\"_blank\" rel=\"noopener\">transcript for \u201cScheduling: The List Processing Algorithm Part 2\u201d here (opens in new window).<\/a><\/p>\r\n<\/section>","rendered":"<section class=\"textbox learningGoals\">\n<ul>\n<li>Describe concepts like inventory management, production scheduling, and optimization\u00a0<\/li>\n<\/ul>\n<\/section>\n<h2>Inventory Management<\/h2>\n<div class=\"textbox shaded\">\n<p><strong>The Main Idea<\/strong><\/p>\n<p>Effective inventory management is crucial for businesses to balance between having enough stock to meet demand and minimizing costs associated with holding inventory. Various strategies and techniques are employed to achieve this balance, ensuring efficiency and profitability.<\/p>\n<p><strong>Key Concepts and Techniques:<\/strong><\/p>\n<ul>\n<li><strong>ABC Analysis<\/strong>: Categorizes inventory based on importance or popularity, helping prioritize management efforts.<\/li>\n<li><strong>Demand Forecasting<\/strong>: Uses predictive analytics for better stock planning.<\/li>\n<li><strong>Economic Order Quantity (EOQ)<\/strong>: A formula that calculates the most cost-effective quantity of items to order.<\/li>\n<li><strong>FIFO and LIFO<\/strong>: Inventory valuation methods that determine how stock is moved and valued.<\/li>\n<li><strong>Just-In-Time (JIT)<\/strong>: A strategy focusing on maintaining the lowest possible stock levels to reduce storage costs.<\/li>\n<li><strong>Materials Requirements Planning (MRP)<\/strong>: Used in manufacturing for planning, scheduling, and inventory control.<\/li>\n<li><strong>Reorder Point Formula<\/strong>: Determines when to reorder stock to avoid stockouts.<\/li>\n<li><strong>Safety Stock<\/strong>: Extra stock kept as a buffer against unforeseen circumstances.<\/li>\n<\/ul>\n<\/div>\n<section class=\"textbox watchIt\">\n<p><iframe loading=\"lazy\" id=\"oembed-1\" title=\"What is Materials Requirement Planning (MRP)?\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/eoLSZh35_LY?feature=oembed&#38;rel=0\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p class=\"p1\">You can view the <a href=\"https:\/\/course-building.s3.us-west-2.amazonaws.com\/Intro+to+Business\/transcripts\/WhatisMaterialsRequirementPlanning_MRP_.html\" target=\"_blank\" rel=\"noopener\"><span class=\"s1\">transcript for \u201cWhat is Materials Requirement Planning (MRP)?.\u201d here (opens in new window).<\/span><\/a><\/p>\n<p class=\"p1\">\u00a0<\/p>\n<p><iframe loading=\"lazy\" src=\"\/\/plugin.3playmedia.com\/show?mf=9688679&amp;p3sdk_version=1.10.1&amp;p=20361&amp;pt=375&amp;video_id=9onMrDbDKaM&amp;video_target=tpm-plugin-cfj9eh0n-9onMrDbDKaM\" width=\"800px\" height=\"450px\" frameborder=\"0\" marginwidth=\"0px\" marginheight=\"0px\"><\/iframe><\/p>\n<p class=\"p1\">You can view the <a href=\"https:\/\/course-building.s3.us-west-2.amazonaws.com\/Intro+to+Business\/transcripts\/JustintimeorJITAdvantagesDisadvantagesofJust-in-time.html\" target=\"_blank\" rel=\"noopener\"><span class=\"s1\">transcript for \u201cJust in time or JIT | Advantages &amp; Disadvantages of Just-in-time.\u201d here (opens in new window).<\/span><\/a><\/p>\n<\/section>\n<h2>Optimization Techniques in Operations<\/h2>\n<div class=\"textbox shaded\">\n<p><strong>The Main Idea<\/strong><\/p>\n<p>Optimization in operations management is about making the best possible decisions within a set of constraints to maximize efficiency and effectiveness in resource allocation, cost reduction, and service improvement. It involves using mathematical models and algorithms to find the most efficient ways to allocate resources, reduce costs, and improve service.<\/p>\n<p><strong>Key Optimization Techniques:<\/strong><\/p>\n<ul>\n<li><strong>Linear Programming<\/strong>: A mathematical approach used to find the optimal solution in situations with multiple constraints. It&#8217;s widely used in logistics, manufacturing, and service industries to minimize costs and maximize efficiency.<\/li>\n<li><strong>Integer Programming<\/strong>: An optimization method where decision variables are restricted to integer values, particularly useful in manufacturing and scenarios where fractional values are not practical.<\/li>\n<li><strong>Network Optimization<\/strong>: A specialized form of linear programming designed for problems that can be represented as graphs or networks, crucial for businesses with complex supply chains or distribution networks.<\/li>\n<li><strong>Sensitivity Analysis<\/strong>: Assesses how sensitive a solution is to changes in input parameters, helping businesses prepare for different scenarios and understand the robustness of their operational strategies.<\/li>\n<\/ul>\n<p><strong>Advantages and Disadvantages:<\/strong><\/p>\n<ul>\n<li><strong>Linear Programming<\/strong>: Versatile and efficient but may oversimplify real-world problems.<\/li>\n<li><strong>Integer Programming<\/strong>: Provides precision but can be computationally intensive.<\/li>\n<li><strong>Network Optimization<\/strong>: Specialized for network problems but requires a deep understanding of network theory.<\/li>\n<li><strong>Sensitivity Analysis<\/strong>: Excellent for risk assessment but can be time-consuming and assumption-dependent.<\/li>\n<\/ul>\n<\/div>\n<section class=\"textbox watchIt\"><iframe loading=\"lazy\" src=\"\/\/plugin.3playmedia.com\/show?mf=9688674&amp;p3sdk_version=1.10.1&amp;p=20361&amp;pt=375&amp;video_id=nG5-52a5lRo&amp;video_target=tpm-plugin-7pdlzv4r-nG5-52a5lRo\" width=\"800px\" height=\"450px\" frameborder=\"0\" marginwidth=\"0px\" marginheight=\"0px\"><\/iframe><\/p>\n<p class=\"p1\">You can view the <a href=\"https:\/\/course-building.s3.us-west-2.amazonaws.com\/Intro+to+Business\/transcripts\/WhatisOperationsManagement.html\" target=\"_blank\" rel=\"noopener\"><span class=\"s1\">transcript for \u201cWhat is Operations Management?\u201d here (opens in new window).<\/span><\/a><\/p>\n<\/section>\n<h2>Scheduling<\/h2>\n<div class=\"textbox shaded\">\n<p><strong>The Main Idea<\/strong><\/p>\n<p>Scheduling is a crucial aspect of operations management, involving the coordination of tasks to ensure efficient use of time and resources. It&#8217;s a universal challenge faced in various contexts, from event planning to construction and manufacturing.<\/p>\n<p><strong>Key Concepts:<\/strong><\/p>\n<ul>\n<li><strong>Scheduling<\/strong>: Organizing tasks sequentially to optimize time and resource usage.<\/li>\n<li><strong>Processors<\/strong>: The workers or machines completing the tasks. They can be humans, computers, robots, or other machines.<\/li>\n<li><strong>Finishing Time<\/strong>: The total time it takes to complete all tasks, depending on the number of processors and the specific schedule.<\/li>\n<\/ul>\n<p>The critical path is the longest sequence of tasks in a project, determining the minimum time needed for completion. Understanding the critical path is essential for creating an optimal schedule that minimizes idle time and maximizes efficiency.<\/p>\n<p><strong>Key Concepts:<\/strong><\/p>\n<ul>\n<li><strong>Critical Time<\/strong>: The absolute minimum time to complete the job, regardless of the number of processors.<\/li>\n<li><strong>Critical Path<\/strong>: The sequence of tasks that defines the critical time.<\/li>\n<li><strong>Optimal Schedule<\/strong>: The schedule with the shortest possible finishing time.<\/li>\n<li><strong>Idle Time<\/strong>: Time when processors are not actively working on tasks.<\/li>\n<\/ul>\n<\/div>\n<section class=\"textbox watchIt\"><iframe loading=\"lazy\" src=\"\/\/plugin.3playmedia.com\/show?mf=11328624&amp;p3sdk_version=1.10.1&amp;p=20361&amp;pt=375&amp;video_id=WNWSQOynrl0&amp;video_target=tpm-plugin-wzgltjom-WNWSQOynrl0\" width=\"800px\" height=\"450px\" frameborder=\"0\" marginwidth=\"0px\" marginheight=\"0px\"><\/iframe><\/p>\n<p>You can view the\u00a0<a href=\"https:\/\/course-building.s3.us-west-2.amazonaws.com\/Principles+of+Marketing+Transcriptions\/What+is+Project+Scheduling%3F+-+Project+Management+Training.txt\" target=\"_blank\" rel=\"noopener\">transcript for \u201cWhat is Project Scheduling? &#8211; Project Management Training\u201d here (opens in new window).<\/a><\/p>\n<p><iframe loading=\"lazy\" title=\"YouTube video player\" src=\"https:\/\/www.youtube.com\/embed\/qdqqgj0T850?si=iEsloW4QRZ__bVHp\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p>You can view the\u00a0<a href=\"https:\/\/course-building.s3.us-west-2.amazonaws.com\/Principles+of+Marketing+Transcriptions\/Introduction+to+Scheduling.txt\" target=\"_blank\" rel=\"noopener\">transcript for \u201cIntroduction to Scheduling\u201d here (opens in new window).<\/a><\/p>\n<p><iframe loading=\"lazy\" title=\"YouTube video player\" src=\"https:\/\/www.youtube.com\/embed\/JLxEl_CSFAU?si=ivqUeDgWyQ1yXLP-\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p>You can view the\u00a0<a href=\"https:\/\/course-building.s3.us-west-2.amazonaws.com\/Principles+of+Marketing+Transcriptions\/Scheduling_+The+List+Processing+Algorithm+Part+1.txt\" target=\"_blank\" rel=\"noopener\">transcript for \u201cScheduling: The List Processing Algorithm Part 1\u201d here (opens in new window).<\/a><\/p>\n<p><iframe loading=\"lazy\" title=\"YouTube video player\" src=\"https:\/\/www.youtube.com\/embed\/0yehtHRF3EA?si=blDookKx1RbarE2i\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p>You can view the\u00a0<a href=\"https:\/\/course-building.s3.us-west-2.amazonaws.com\/Principles+of+Marketing+Transcriptions\/Scheduling_+The+List+Processing+Algorithm+Part+2.txt\" target=\"_blank\" rel=\"noopener\">transcript for \u201cScheduling: The List Processing Algorithm Part 2\u201d here (opens in new window).<\/a><\/p>\n<\/section>\n","protected":false},"author":15,"menu_order":29,"template":"","meta":{"_candela_citation":"[]","pb_show_title":"on","pb_short_title":"","pb_subtitle":"","pb_authors":[],"pb_section_license":""},"chapter-type":[],"contributor":[],"license":[],"part":92,"module-header":"fresh_take","content_attributions":[],"internal_book_links":[],"video_content":null,"cc_video_embed_content":{"cc_scripts":"","media_targets":[]},"try_it_collection":null,"_links":{"self":[{"href":"https:\/\/content.one.lumenlearning.com\/quantitativereasoning\/wp-json\/pressbooks\/v2\/chapters\/9825"}],"collection":[{"href":"https:\/\/content.one.lumenlearning.com\/quantitativereasoning\/wp-json\/pressbooks\/v2\/chapters"}],"about":[{"href":"https:\/\/content.one.lumenlearning.com\/quantitativereasoning\/wp-json\/wp\/v2\/types\/chapter"}],"author":[{"embeddable":true,"href":"https:\/\/content.one.lumenlearning.com\/quantitativereasoning\/wp-json\/wp\/v2\/users\/15"}],"version-history":[{"count":5,"href":"https:\/\/content.one.lumenlearning.com\/quantitativereasoning\/wp-json\/pressbooks\/v2\/chapters\/9825\/revisions"}],"predecessor-version":[{"id":12869,"href":"https:\/\/content.one.lumenlearning.com\/quantitativereasoning\/wp-json\/pressbooks\/v2\/chapters\/9825\/revisions\/12869"}],"part":[{"href":"https:\/\/content.one.lumenlearning.com\/quantitativereasoning\/wp-json\/pressbooks\/v2\/parts\/92"}],"metadata":[{"href":"https:\/\/content.one.lumenlearning.com\/quantitativereasoning\/wp-json\/pressbooks\/v2\/chapters\/9825\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/content.one.lumenlearning.com\/quantitativereasoning\/wp-json\/wp\/v2\/media?parent=9825"}],"wp:term":[{"taxonomy":"chapter-type","embeddable":true,"href":"https:\/\/content.one.lumenlearning.com\/quantitativereasoning\/wp-json\/pressbooks\/v2\/chapter-type?post=9825"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/content.one.lumenlearning.com\/quantitativereasoning\/wp-json\/wp\/v2\/contributor?post=9825"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/content.one.lumenlearning.com\/quantitativereasoning\/wp-json\/wp\/v2\/license?post=9825"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}