{"id":5232,"date":"2021-09-07T10:10:00","date_gmt":"2021-09-07T10:10:00","guid":{"rendered":"http:\/\/precog.iiitd.edu.in\/blog\/?p=5232"},"modified":"2021-09-07T10:10:01","modified_gmt":"2021-09-07T10:10:01","slug":"the-long-winding-road-of-a-research-project","status":"publish","type":"post","link":"https:\/\/precog.iiit.ac.in\/blog\/?p=5232","title":{"rendered":"The long winding road of a research project &#8230;"},"content":{"rendered":"\n<p>Every research project has its journey, and this is the story of one of them.<\/p>\n\n\n\n<p>My (5th year Dual Degree CSE student) tryst with this research project titled &#8216;<strong><em>Suspended Accounts&#8217;<\/em><\/strong> started way back in July 2019. It&#8217;s been over two years since the project&#8217;s inception.\u00a0<\/p>\n\n\n\n<p>It took over two years to complete this project, a sign that it wasn&#8217;t the smoothest of rides. I am using this blog as a medium to pen down some takeaways that I took from my first experience leading a research project. Again I will emphasize that these are my takeaways and are not universally applicable.&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Prune the Project:<\/strong> We went into the project with the mindset to &#8216;explore&#8217; suspended accounts. It&#8217;s essential to define the project in more concrete terms within the first month of working on it. The Research Question can and will evolve. However, clarity on research questions gives a solid base to the project. The lack of this clear goal meant that we ended up with a document sprawling over 40 pages filled with random graphs and insights by the end of the first year.&nbsp;<\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>(1.01)\u00b3\u2076\u2075<\/strong> <strong>= 37.8 while (0.99)\u00b3\u2076\u2075 = 0.03: <\/strong>I am not sure about the source of the above widely circulated mathematical equation. In essence, it says small positive changes add up a lot. However, the same is true for small negative changes. This statement is true in so many senses. Say code quality, if you start letting bad practices &#8211; hard-coded statements and poorly defined variables enter the codebase, it will sprawl into an unmanageable structure. It&#8217;s also true for the effort you put in; there were instances where we slacked off and let the project dwindle for a while; picking up a project after you haven&#8217;t touched it for 10-15 days is very tough as the entire rhythm shatters.&nbsp;&nbsp;<\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Work towards the end goal: <\/strong>&nbsp;The end goal for most research projects is some or the other form of technical writing, be it a paper, poster, blog etc. It&#8217;s beneficial to keep this end goal in mind and do both simultaneously experiment + write. Quite often, the writing process will provide clarity on the overall plan.&nbsp;<\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Sunk Cost Fallacy: <\/strong>Individuals commit the sunk cost fallacy when they continue a behaviour or endeavour as a result of previously invested resources (time, money or effort) (<a href=\"https:\/\/psycnet.apa.org\/record\/1985-20101-001\" target=\"_blank\" rel=\"noreferrer noopener\">Arkes &amp; Blumer, 1985<\/a>). In a research project, there would be instances where the results don&#8217;t pan out. The data goes stale, multiple paper rejections, focus shifts on other more relevant projects. It might be a contentious point, but learning to cut your losses and move on is also an essential factor. It doesn&#8217;t mean giving up after any blockade or challenge, but learning to call it a day is vital once multiple options and avenues have been exhausted. It&#8217;s a bit like how learning to say No is as important as saying Yes.<\/li><\/ul>\n\n\n\n<p><strong>Practice Makes Perfect &#8211; <\/strong>At the end of the day, there would be countless blogs listing how to plan a research project, write a paper etc. Finally, we need to forge our paths and find what best works for us. Also, knowing what works best is step one; executing it is the more challenging task, which one can only learn via practice.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Every research project has its journey, and this is the story of one of them. My (5th year Dual Degree CSE student) tryst with this research project titled &#8216;Suspended Accounts&#8217; started way back in July 2019. It&#8217;s been over two years since the project&#8217;s inception.\u00a0 It took over two years to complete this project, a sign that it wasn&#8217;t the smoothest of rides. I am using this blog as a medium to pen down some takeaways that I took from my first experience leading a research project. Again I will emphasize that these are my takeaways and are not universally applicable.&nbsp; Prune the Project: We went into the project with the mindset to &#8216;explore&#8217; suspended accounts. It&#8217;s essential to define the project in more concrete terms within the first month of working on it. The Research Question can and will evolve. However, clarity on research questions gives a solid base to the project. The lack of this clear goal meant that we ended up with a document sprawling over 40 pages filled with random graphs and insights by the end of the first year.&nbsp; (1.01)\u00b3\u2076\u2075 = 37.8 while (0.99)\u00b3\u2076\u2075 = 0.03: I am not sure about the source of the above widely circulated mathematical equation. In essence, it says small positive changes add up a lot. However, the same is true for small negative changes. This statement is true in so many senses. Say code quality, if you start letting bad practices &#8211; hard-coded statements and poorly defined variables enter the codebase, it will sprawl into an unmanageable structure. It&#8217;s also true for the effort you put in; there were instances where we slacked off and let the project dwindle for a while; picking up a project after you haven&#8217;t touched it for 10-15 days is very tough as the entire rhythm shatters.&nbsp;&nbsp; Work towards the end goal: &nbsp;The end goal for most research projects is some or the other form of technical writing, be it a paper, poster, blog etc. It&#8217;s beneficial to keep this end goal in mind and do both simultaneously experiment + write. Quite often, the writing process will provide clarity on the overall plan.&nbsp; Sunk Cost Fallacy: Individuals commit the sunk cost fallacy when they continue a behaviour or endeavour as a result of previously invested resources (time, money or effort) (Arkes &amp; Blumer, 1985). In a research project, there would be instances where the results don&#8217;t pan out. The data goes stale, multiple paper rejections, focus shifts on other more relevant projects. It might be a contentious point, but learning to cut your losses and move on is also an essential factor. It doesn&#8217;t mean giving up after any blockade or challenge, but learning to call it a day is vital once multiple options and avenues have been exhausted. It&#8217;s a bit like how learning to say No is as important as saying Yes. Practice Makes Perfect &#8211; At the end of the day, there would be countless blogs listing how to plan a research project, write a paper etc. Finally, we need to forge our paths and find what best works for us. Also, knowing what works best is step one; executing it is the more challenging task, which one can only learn via practice.<\/p>\n","protected":false},"author":75,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":true,"template":"","format":"standard","meta":{"ngg_post_thumbnail":0,"footnotes":""},"categories":[2,5,1350],"tags":[],"class_list":["post-5232","post","type-post","status-publish","format-standard","hentry","category-experiences","category-research","category-social-computing"],"_links":{"self":[{"href":"https:\/\/precog.iiit.ac.in\/blog\/index.php?rest_route=\/wp\/v2\/posts\/5232","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/precog.iiit.ac.in\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/precog.iiit.ac.in\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/precog.iiit.ac.in\/blog\/index.php?rest_route=\/wp\/v2\/users\/75"}],"replies":[{"embeddable":true,"href":"https:\/\/precog.iiit.ac.in\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=5232"}],"version-history":[{"count":4,"href":"https:\/\/precog.iiit.ac.in\/blog\/index.php?rest_route=\/wp\/v2\/posts\/5232\/revisions"}],"predecessor-version":[{"id":5237,"href":"https:\/\/precog.iiit.ac.in\/blog\/index.php?rest_route=\/wp\/v2\/posts\/5232\/revisions\/5237"}],"wp:attachment":[{"href":"https:\/\/precog.iiit.ac.in\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5232"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/precog.iiit.ac.in\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5232"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/precog.iiit.ac.in\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5232"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}