{"id":447384,"date":"2017-12-11T16:13:11","date_gmt":"2017-12-12T00:13:11","guid":{"rendered":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/?p=447384"},"modified":"2017-12-11T16:13:11","modified_gmt":"2017-12-12T00:13:11","slug":"codetalk-rethinking-ide-accessibility","status":"publish","type":"post","link":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/blog\/codetalk-rethinking-ide-accessibility\/","title":{"rendered":"CodeTalk: Rethinking IDE accessibility"},"content":{"rendered":"<div id=\"attachment_447426\" style=\"width: 1010px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-447426\" class=\"wp-image-447426 size-full\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/DSCN2475-1000x450.jpg\" alt=\"\" width=\"1000\" height=\"450\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/DSCN2475-1000x450.jpg 1000w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/DSCN2475-1000x450-300x135.jpg 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/DSCN2475-1000x450-768x346.jpg 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><p id=\"caption-attachment-447426\" class=\"wp-caption-text\"><em>From left, Gopal Srinivasa, Manohar Swaminathan, Venkatesh Potluri, Suresh Parthasarathy, and Priyan Vaithilingam.<\/em><\/p><\/div>\n<p><em>It is a bright afternoon in the <a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/lab\/microsoft-research-india\/\">Microsoft Research India lab<\/a>. Research Fellow, <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/venkateshpotluri.me\/\">Venkatesh Potluri<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, sits at his computer, frantically racing against the clock to fix one last bug before the end of the day. The computer blares into his headphones\u2014not music, but a robotic rendition of the code, as Venkatesh\u00a0uses a program called a screen reader to access applications on his computer.<\/em><\/p>\n<p><em>As his hands glide over the keyboard, the computer reads the current line of code and the contents of the various windows that adorn\u00a0the integrated development environment (IDE), a state of the art environment he uses for authoring and testing code. Venkatesh steps through the code, listening carefully and concentrating hard to retain in his mind the structures of the code file. He executes the program and after a few seconds the screen reader goes silent. Did the program complete successfully or did it terminate with an exception? Has it hit a break point? Venkatesh is not sure. He groans and decides to add log statements to his program to debug it, frustrated that he would have to spend additional time removing them before submitting his code. Meanwhile, his colleagues invite Venkatesh to join them for a tea break. He refuses, fearing he would lose the context of the file that he painstakingly created in his mind; context that would take precious time to regain\u2014time Venkatesh cannot spare. He types furiously but ends up making a mistake in the code and doesn\u2019t see the squiggly the IDE introduced to highlight the mistake. When he builds his code, he faces a plethora of new errors he has to fix before continuing to fix the original bug. \u201cAt this rate, I\u2019m having dinner in the office,\u201d he muses, as he proceeds to find the root cause for the errors on the screen.<\/em><\/p>\n<p>IDEs are immensely powerful tools made specifically to improve developer productivity. So why is this one not helping Venkatesh as much? It is mostly because Venkatesh is\u00a0visually impaired (VI), and many features of IDEs that are a boon to sighted developers are inaccessible to him. He is not alone. In a Stack Overflow survey of programmers, 1 percent of respondents self-identified themselves as being blind, greater than the 0.4 percent of their numbers in the general population.\u00a0To get a feel\u00a0for how visually impaired programmers work, <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/channel9.msdn.com\/Events\/Build\/2017\/B8083?ocid=player\">check out this demo<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> from\u00a0a\u00a0teammate, Saqib Shaikh.<\/p>\n<p>While many IDEs, including Visual Studio and\u00a0VS Code, are accessible using a screen reader, much of the information from these systems is still conveyed visually.\u00a0Code is syntax highlighted in bright colors; errors are automatically highlighted using squiggles, and the debugger uses several windows to provide full context of a running program. Performance analysis tools use charts and graphs to highlight performance bottlenecks and architecture analysis tools use graphical models to show the\u00a0structure of code. These advanced features are generally not accessible to developers with visual impairments, because of which they cannot exploit IDEs to the fullest.<\/p>\n<p><iframe loading=\"lazy\" src=\"https:\/\/www.youtube.com\/embed\/ttkNYaPwn6E?rel=0\" width=\"960\" height=\"540\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p>In Venkatesh\u2019s words: \u201cI find the experience of using an IDE with a screen reader incomplete. IDEs provide a lot of relevant information while writing code; A lot of this information such as the current state of the program being debugged, real-time error alerts, and code refactoring suggestions are not announced to screen reader users. As a developer relying on a screen reader, the augmentation IDEs provide is not of high value to me.\u201d<\/p>\n<p>Venkatesh joined the lab\u2019s research in spatial audio for accessibility in early 2017. <a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/people\/supartha\/\">Suresh Parthasarathy<\/a>, Senior Research Developer in the lab who interviewed Venkatesh,\u00a0says, &#8220;I was amazed to see how well Venkatesh went about solving the problems I posed\u00a0and the innovative measures he took to overcome accessibility issues in the IDE. At the same time, I realized that there were many improvements that needed to be made to make IDEs truly beneficial for VI developers.&#8221;<\/p>\n<p>Soon, fellow Research Developer\u00a0<a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/people\/gopalsr\/\">Gopal Srinivasa<\/a> and\u00a0Research Fellow <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/priyan.info\/\">Priyan Vaithilingam<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> joined Suresh and Venkatesh on a mission, <a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/project\/codetalk\/\">CodeTalk<\/a>,\u00a0to\u00a0enhance the experience\u00a0of\u00a0visually impaired\u00a0developers.\u00a0As word spread, Saqib Shaikh, an engineer from Microsoft Research Cambridge with VI who had been experimenting with similar ideas, joined forces with them.<\/p>\n<blockquote>\n<hr \/>\n<blockquote><p><strong>\u201cWe realized that while a lot of work had gone into making IDEs more accessible, it had fallen short of meeting the unmet and unarticulated needs of visually impaired developers.\u201d\u00a0\u00a0\u2014 Gopal Srinivasa<\/strong><\/p><\/blockquote>\n<hr \/>\n<\/blockquote>\n<p>The team realized that for their project to work, they had to start from first principles. In addition to the team\u2019s personal experiences, they drew insights from a survey of visually impaired developers conducted by researcher <a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/people\/swmanohmicrosoft-com\/\">Manohar Swaminathan<\/a> with his intern Vidhya. Their efforts culminated in a Visual Studio extension that provided several features to improve the experience of VI developers. Visual Studio was chosen because it is the most popular IDE among developers, supports multiple programming languages, and has a rich API that allowed the team to tap into all its features. The CodeTalk extension and source code are now available on <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/github.com\/Microsoft\/CodeTalk\">GitHub<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>.<\/p>\n<p>The extension offers the following features:<\/p>\n<p><strong>Glanceability<\/strong><\/p>\n<ul>\n<li><strong>Code summary<\/strong>: Provides a summary of code constructs in the current file in an accessible window. Developers can directly navigate to any code construct from the window.<img loading=\"lazy\" decoding=\"async\" class=\"wp-image-449478 aligncenter\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/summary-150x150.png\" alt=\"\" width=\"300\" height=\"300\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/summary-150x150.png 150w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/summary-300x300.png 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/summary-768x769.png 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/summary-180x180.png 180w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/summary-360x360.png 360w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/summary.png 901w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/li>\n<li><strong>Function list<\/strong>: Provides a navigable, accessible list of functions present in the current file.<img loading=\"lazy\" decoding=\"async\" class=\"wp-image-449481 aligncenter\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/functions.png\" alt=\"\" width=\"300\" height=\"262\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/functions.png 1146w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/functions-300x262.png 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/functions-768x670.png 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/functions-1024x894.png 1024w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/li>\n<li><strong>Get context<\/strong>: Describes the current location of the cursor in the code file by displaying in an accessible window, the hierarchy of code structures (blocks, functions, classes and namespaces) that enclose the current location.<img loading=\"lazy\" decoding=\"async\" class=\"wp-image-449505 aligncenter\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/context.png\" alt=\"\" width=\"300\" height=\"266\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/context.png 1128w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/context-300x266.png 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/context-768x682.png 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/context-1024x909.png 1024w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/li>\n<\/ul>\n<p>The features described above provide VI developers an experience that is analogous to a sighted developer scrolling through a window and being able to quickly identify required information at a glance.<\/p>\n<p><strong>Navigability<\/strong><\/p>\n<ul>\n<li><strong>Move to context<\/strong>: Moves the cursor to the enclosing code structure with a single keystroke. For instance, a developer can quickly move to the start of a loop or conditional block to make changes without loss of context.<\/li>\n<li><strong>Skip comment<\/strong>: Assists developers skip large documentation comments to directly get to the following code structure.\u00a0Skipping a long comment is harder for a visually impaired developer as they are unable to see the visual highlighting offered by the editor.<\/li>\n<\/ul>\n<p>Together with the glanceability features, these features help visually impaired developers get around the code faster.<\/p>\n<p><strong>Debugging<\/strong><\/p>\n<ul>\n<li><strong>Automated error information<\/strong>: Automatically provides an auditory warning if a file contains syntax errors. This is an auditory hint equivalent to squigglies shown by the IDE when compile errors are present in a file. Developers can then press a keystroke to access the list of errors. This feature prevents accumulation of compile time errors and mitigates the need for frequent code builds to find such errors.<img loading=\"lazy\" decoding=\"async\" class=\"wp-image-449514 aligncenter\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/talkpoints.png\" alt=\"\" width=\"300\" height=\"299\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/talkpoints.png 902w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/talkpoints-150x150.png 150w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/talkpoints-300x300.png 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/talkpoints-768x765.png 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/talkpoints-180x180.png 180w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/talkpoints-360x360.png 360w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/li>\n<li><strong>Talk points<\/strong>: Provides auditory cues about the execution of a program while debugging. Developers can instruct the extension to play a tone or evaluate and announce the result of an expression when a specific line of code is reached. The developer can also choose to continue execution or break execution at this point. This mitigates two drawbacks of the current debugging experience\u2013it provides an easy way for VI developers to know if a line of code was executed, and it provides a quick view into the state of the program being debugged. Talk points eliminate the need for debug print statements in the code which are both a nuisance and a possible security risk.<\/li>\n<\/ul>\n<p>Together, these features make debugging and syntax checking\u2014two critical features of IDEs\u2014far more accessible to VI developers.<\/p>\n<p>After developing CodeTalk, the team conducted a study with VI programmers that indicated it was well received. Real-time error information and talk points were particularly appreciated as significant productivity boosters with one user saying, \u201cI love the idea of breakpoints not breaking!\u201d\u00a0 The team also began using the extension for their own development, and discovered that the features were useful for sighted users as well.<\/p>\n<p>CodeTalk is one step in a long journey of exploring ways to make IDEs more accessible. Additional work needs to be done to define and meet the needs of visually impaired developers. The team has made source code <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/github.com\/Microsoft\/CodeTalk\">available on GitHub<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>\u00a0and invites contributors. The Visual Studio extension can be downloaded <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/github.com\/Microsoft\/CodeTalk\/releases\/download\/v0.8.0\/Microsoft.CodeTalk.0.8.0.vsix\">here<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>.<\/p>\n<p><em>Credits: CodeTalk team would like to thank Saqib Shaikh from Microsoft UK (check out <a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/seeing-ai\/\">Seeing AI<\/a>) for being a sounding board for all our ideas, and\u00a0Vyshak Jain for creating the CodeTalk video. We would also like to thank the developers who participated in the survey for their valuable insights and feedback.<\/em><\/p>\n<p><strong>Related<\/strong>:<\/p>\n<ul>\n<li><a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/project\/codetalk\/\">Visit the CodeTalk project page on Microsoft Research<\/a><\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/github.com\/Microsoft\/CodeTalk\">Download CodeTalk on GitHub<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n<li><a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/seeing-ai\/\">Read more about Saqib Shaikh&#8217;s research project, SeeingAI<\/a><\/li>\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/channel9.msdn.com\/Events\/Build\/2017\/B8083?ocid=player\">Watch a demo of how a programmer who is blind works<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>It is a bright afternoon in the Microsoft Research India lab. Research Fellow, Venkatesh Potluri, sits at his computer, frantically racing against the clock to fix one last bug before the end of the day. The computer blares into his headphones\u2014not music, but a robotic rendition of the code, as Venkatesh\u00a0uses a program called a [&hellip;]<\/p>\n","protected":false},"author":36509,"featured_media":449793,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr-author-ordering":[{"type":"user_nicename","value":"supartha","user_id":"33762"},{"type":"user_nicename","value":"gopalsr","user_id":"31900"}],"msr_hide_image_in_river":0,"footnotes":""},"categories":[194488],"tags":[],"research-area":[13560],"msr-region":[],"msr-event-type":[],"msr-locale":[268875],"msr-post-option":[],"msr-impact-theme":[],"msr-promo-type":[],"msr-podcast-series":[],"class_list":["post-447384","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-program-languages-and-software-engineering","msr-research-area-programming-languages-software-engineering","msr-locale-en_us"],"msr_event_details":{"start":"","end":"","location":""},"podcast_url":"","podcast_episode":"","msr_research_lab":[199562],"msr_impact_theme":[],"related-publications":[],"related-downloads":[],"related-videos":[],"related-academic-programs":[],"related-groups":[],"related-projects":[434022],"related-events":[],"related-researchers":[{"type":"user_nicename","value":"supartha","user_id":33762,"display_name":"Suresh Parthasarathy","author_link":"<a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/people\/supartha\/\" aria-label=\"Visit the profile page for Suresh Parthasarathy\">Suresh Parthasarathy<\/a>","is_active":false,"last_first":"Parthasarathy, Suresh","people_section":0,"alias":"supartha"},{"type":"user_nicename","value":"gopalsr","user_id":31900,"display_name":"Gopal Srinivasa","author_link":"<a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/people\/gopalsr\/\" aria-label=\"Visit the profile page for Gopal Srinivasa\">Gopal Srinivasa<\/a>","is_active":false,"last_first":"Srinivasa, Gopal","people_section":0,"alias":"gopalsr"}],"msr_type":"Post","featured_image_thumbnail":"<img width=\"655\" height=\"280\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/DSCN2475-655x280.jpg\" class=\"img-object-cover\" alt=\"a person standing in front of a group of people posing for the camera\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/DSCN2475-655x280.jpg 655w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2017\/12\/DSCN2475-655x280-300x128.jpg 300w\" sizes=\"auto, (max-width: 655px) 100vw, 655px\" \/>","byline":"<a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/people\/supartha\/\" title=\"Go to researcher profile for Suresh Parthasarathy\" aria-label=\"Go to researcher profile for Suresh Parthasarathy\" data-bi-type=\"byline author\" data-bi-cN=\"Suresh Parthasarathy\">Suresh Parthasarathy<\/a> and <a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/people\/gopalsr\/\" title=\"Go to researcher profile for Gopal Srinivasa\" aria-label=\"Go to researcher profile for Gopal Srinivasa\" data-bi-type=\"byline author\" data-bi-cN=\"Gopal Srinivasa\">Gopal Srinivasa<\/a>","formattedDate":"December 11, 2017","formattedExcerpt":"It is a bright afternoon in the Microsoft Research India lab. Research Fellow, Venkatesh Potluri, sits at his computer, frantically racing against the clock to fix one last bug before the end of the day. The computer blares into his headphones\u2014not music, but a robotic&hellip;","locale":{"slug":"en_us","name":"English","native":"","english":"English"},"_links":{"self":[{"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/posts\/447384","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/users\/36509"}],"replies":[{"embeddable":true,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/comments?post=447384"}],"version-history":[{"count":62,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/posts\/447384\/revisions"}],"predecessor-version":[{"id":450819,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/posts\/447384\/revisions\/450819"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/media\/449793"}],"wp:attachment":[{"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/media?parent=447384"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/categories?post=447384"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/tags?post=447384"},{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=447384"},{"taxonomy":"msr-region","embeddable":true,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/msr-region?post=447384"},{"taxonomy":"msr-event-type","embeddable":true,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/msr-event-type?post=447384"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=447384"},{"taxonomy":"msr-post-option","embeddable":true,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/msr-post-option?post=447384"},{"taxonomy":"msr-impact-theme","embeddable":true,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/msr-impact-theme?post=447384"},{"taxonomy":"msr-promo-type","embeddable":true,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/msr-promo-type?post=447384"},{"taxonomy":"msr-podcast-series","embeddable":true,"href":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-json\/wp\/v2\/msr-podcast-series?post=447384"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}