{"id":1266,"date":"2026-11-05T22:20:59","date_gmt":"2026-11-05T22:20:59","guid":{"rendered":"https:\/\/blog.indiafortomorrow.com\/library\/1183\/"},"modified":"2026-11-05T22:20:59","modified_gmt":"2026-11-05T22:20:59","slug":"1183","status":"publish","type":"page","link":"https:\/\/blog.indiafortomorrow.com\/library\/1183\/","title":{"rendered":"Low R&#038;D Intensity"},"content":{"rendered":"<p><main id=\"main\"><\/p>\n<nav aria-label=\"Breadcrumb\" class=\"breadcrumbs\"><a href=\"\/\">Home<\/a><a href=\"\/library\/\">Topic library<\/a><span aria-current=\"page\">Low R&amp;D Intensity<\/span><\/nav>\n<section class=\"section source-head\"><a class=\"text-link\" href=\"\/library\/?family=problems\">\u2190 Problems library<\/a><\/p>\n<div class=\"eyebrow\">From the IFT source library<\/div>\n<h1>Low R&amp;D Intensity<\/h1>\n<p class=\"note\">Text from the existing IFT website. Sources and claims are still under editorial review.<\/p>\n<p><a class=\"text-link\" href=\"https:\/\/reimagine.indiafortomorrow.com\/problems\/digital-science-low-randd-intensity\/\" rel=\"noopener\" target=\"_blank\">Original source \u2197<\/a><\/section>\n<div class=\"reader-layout organised-reader\">\n<nav aria-label=\"On this page\" class=\"inside-toc\">\n<h2>On this page<\/h2>\n<p><a href=\"#topic-section-1\">Low R&amp;D Intensity &#8211; Reimagine India For Tomorrow<\/a><a href=\"#topic-section-2\">08Participate<\/a><a href=\"#topic-section-3\">Home \/ Digital, Science &amp; Innovation \/ Problem<\/a><a href=\"#topic-section-4\">PROBLEM RECORD \u00b7 COMMUNITY INPUT OPEN<\/a><a href=\"#topic-section-5\">ProblemRoot causesEvidenceSolutionsRoadmapResultsContribute<\/a><a href=\"#topic-section-6\">DEFINE THE PROBLEM<\/a><a href=\"#topic-section-7\">What must be established locally<\/a><a href=\"#topic-section-8\">ScaleHow many people, assets or service events are affected?<\/a><a href=\"#topic-section-9\">DistributionWhich groups, seasons and locations face the greatest burden?<\/a><a href=\"#topic-section-10\">SeverityWhat harm occurs if nothing changes?<\/a><a href=\"#topic-section-11\">TrendIs the situation improving, stable or worsening?<\/a><a href=\"#topic-section-12\">ROOT-CAUSE DIRECTION<\/a><a href=\"#topic-section-13\">Test causes; do not guess them<\/a><a href=\"#topic-section-14\">Observed<\/a><a href=\"#topic-section-15\">HYPOTHESIS 1language and affordability barriersNeeds local evidence<\/a><\/nav>\n<article class=\"source-copy\">\n<h2 id=\"topic-section-1\">Low R&amp;D Intensity &#8211; Reimagine India For Tomorrow<\/h2>\n<h2 id=\"topic-section-2\">08 Participate<\/h2>\n<h2 id=\"topic-section-3\">Home \/ Digital, Science &amp; Innovation \/ Problem<\/h2>\n<h2 id=\"topic-section-4\">PROBLEM RECORD \u00b7 COMMUNITY INPUT OPEN<\/h2>\n<p>Expand access and convert research into public value. This page separates observed symptoms from tested causes, and proposals from measured results.<\/p>\n<p>RECORD STATUSBaseline required Last framework review \u00b7 06 Sep 2026<\/p>\n<h2 id=\"topic-section-5\">Problem Root causes Evidence Solutions Roadmap Results Contribute<\/h2>\n<p>01<\/p>\n<h2 id=\"topic-section-6\">DEFINE THE PROBLEM<\/h2>\n<h2 id=\"topic-section-7\">What must be established locally<\/h2>\n<p>Low R&amp;D Intensity should be recorded as a location-specific condition\u2014not assumed to be identical across India. Establish who is affected, how often, since when and which service or outcome is failing.<\/p>\n<h2 id=\"topic-section-8\">Scale How many people, assets or service events are affected?<\/h2>\n<h2 id=\"topic-section-9\">Distribution Which groups, seasons and locations face the greatest burden?<\/h2>\n<h2 id=\"topic-section-10\">Severity What harm occurs if nothing changes?<\/h2>\n<h2 id=\"topic-section-11\">Trend Is the situation improving, stable or worsening?<\/h2>\n<p>02<\/p>\n<h2 id=\"topic-section-12\">ROOT-CAUSE DIRECTION<\/h2>\n<h2 id=\"topic-section-13\">Test causes; do not guess them<\/h2>\n<h2 id=\"topic-section-14\">Observed<\/h2>\n<h2 id=\"topic-section-15\">HYPOTHESIS 1 language and affordability barriers Needs local evidence<\/h2>\n<h2 id=\"topic-section-16\">HYPOTHESIS 2 weak cyber practices Needs local evidence<\/h2>\n<h2 id=\"topic-section-17\">HYPOTHESIS 3 fragmented research pathways Needs local evidence<\/h2>\n<h2 id=\"topic-section-18\">Outcome signal<\/h2>\n<h2 id=\"topic-section-19\">access, safety and research-to-impact conversion<\/h2>\n<p>A plausible explanation is not yet a verified cause. Check alternative explanations and the experience of affected people.<\/p>\n<p>03<\/p>\n<h2 id=\"topic-section-20\">EVIDENCE REGISTER<\/h2>\n<h2 id=\"topic-section-21\">What we know\u2014and what remains open<\/h2>\n<h2 id=\"topic-section-22\">Claim Minimum source Geography Status<\/h2>\n<h2 id=\"topic-section-23\">Problem exists at reported location Dated observation + corroboration Local Needs reports<\/h2>\n<h2 id=\"topic-section-24\">Scale and affected groups Administrative or representative data District \/ local<br \/>Baseline open<\/h2>\n<h2 id=\"topic-section-25\">Cause explains outcome Analysis with alternatives tested Comparable context Not established<\/h2>\n<h2 id=\"topic-section-26\">Solution improves outcome Evaluated pilot or strong synthesis India-fit context Research queue<\/h2>\n<h2 id=\"topic-section-27\">Evidence labels Verified source Reviewed analysis Community report \u00b7 unverified Illustrative scenario<\/h2>\n<p>04<\/p>\n<h2 id=\"topic-section-28\">SOLUTION INTELLIGENCE<\/h2>\n<p>Learn widely. Adopt carefully.<\/p>\n<h2 id=\"topic-section-29\">BEST IN INDIAFind the strongest Indian implementation<\/h2>\n<p>Compare government, community, startup, farmer, school and NGO models in a similar context.<\/p>\n<p>Search Indian ideas \u2192<\/p>\n<h2 id=\"topic-section-30\">BEST IN WORLDStudy the mechanism<\/h2>\n<p>Identify what worked, for whom, at what cost and under which institutional conditions.<\/p>\n<p>Search world solutions \u2192<\/p>\n<p>INDIA-FIT TESTAdapt before recommending<\/p>\n<p>Score cost, scale, infrastructure, readiness, jobs, environment and implementation difficulty.<\/p>\n<p>Open assessment \u2192<\/p>\n<p>Protect nowsecure essential access Days \u00b7 owner and safeguards required<\/p>\n<p>Fix operationsclose language gaps0\u201390 days \u00b7 owner and safeguards required<\/p>\n<p>Pilot locallytest applied research partnerships3\u20139 months \u00b7 owner and safeguards required<\/p>\n<p>Reform systemstrengthen open infrastructure1\u20135 years \u00b7 owner and safeguards required<\/p>\n<p>Current Reality Check Technology Funding Institutions Regulation Workforce Scale Verdict requires evidence: Yes \/ Partially \/ No<\/p>\n<p>05<\/p>\n<p>DELIVERY ROADMAP<\/p>\n<p>One decision at each gate<\/p>\n<p>Verify Confirm location, harm and urgency Go \/ protect \/ reject<\/p>\n<p>Baseline Agree indicator, owner and source Ready \/ evidence gap<\/p>\n<p>Pilot Test mechanism and safeguards Scale \/ modify \/ stop<\/p>\n<p>Institutionalise Budget, people and maintenance Audit annually<\/p>\n<p>06<\/p>\n<p>MEASURED RESULTS<\/p>\n<p>No outcome claimed before measurement<\/p>\n<p>BASELINENot verified<\/p>\n<p>TARGETSet after baseline<\/p>\n<p>ACTUALNot measured<\/p>\n<p>This honest empty state will be replaced only by a dated measure, method, sample and reviewer note.<\/p>\n<p>WHY SHOULD I TRUST THIS?<\/p>\n<p>Inspect the record, not the badge.<\/p>\n<p>Open trust methodology \u2192<\/p>\n<p>Evidence strength Insufficient No reliable conclusion yet<\/p>\n<p>Verification Unreviewed Separate from evidence level<\/p>\n<p>Source quality Not assessed Source \u2260 evidence<\/p>\n<p>Freshness Review required Data year must be visible<\/p>\n<p>Conflict Not declared COI check required<\/p>\n<p>Record type Problem claim Fact, finding, opinion or proposal<\/p>\n<p>What we know<\/p>\n<p>No verified finding is claimed until the source, geography, date, method and review status are complete.<\/p>\n<p>What we don&#8217;t know<\/p>\n<p>Scale, affected groups, causal strength and likely intervention effect require location-specific evidence.<\/p>\n<p>What is disputed<\/p>\n<p>Credible disagreement will be shown by definition, data year, geography, method and source quality.<\/p>\n<p>What could change our mind<\/p>\n<p>New district data, independent evaluation, a larger sample, longer follow-up or contradictory evidence.<\/p>\n<p>Who says this? What is the evidence? Suggest a correction Version history \u00b7 No published revisions<\/p>\n<p>Public provenance<\/p>\n<p>Claim ID, claimant type, evidence IDs, source IDs, reviewer, decision, correction history and limitations will appear here when a reviewed record exists.<\/p>\n<p>PLACEIndia \u00b7 location needed Add local evidence \u2192<\/p>\n<p>RESPONSIBLE ACTORS<\/p>\n<p>Community and service users<\/p>\n<p>Local administration<\/p>\n<p>State department<\/p>\n<p>Research \/ implementation partner<\/p>\n<p>REVIEW CHECK<\/p>\n<p>Location specific<\/p>\n<p>Privacy protected<\/p>\n<p>Sources dated<\/p>\n<p>Uncertainty visible<\/p>\n<p>Outcome measurable<\/p>\n<\/article>\n<aside><span class=\"eyebrow\">CONTINUE EXPLORING<\/span><a class=\"reading-link\" href=\"\/library\/1184\/\">Weak Research Commercialisation \u2197<\/a><a class=\"reading-link\" href=\"\/library\/1185\/\">Foundational Learning Gaps \u2197<\/a><a class=\"reading-link\" href=\"\/library\/1186\/\">School Dropout \u2197<\/a><a class=\"reading-link\" href=\"\/library\/1169\/\">Problem database \u2197<\/a><a class=\"reading-link\" href=\"\/blog\/\">Ideas &amp; articles \u2197<\/a><a class=\"reading-link\" href=\"\/participate\/\">Contribute or correct a source \u2197<\/a><\/aside>\n<\/div>\n<section class=\"section page-faq\">\n<p class=\"eyebrow\">Questions &amp; answers<\/p>\n<h2>Frequently asked questions.<\/h2>\n<details>\n<summary>What does \u201cLow R&amp;D Intensity\u201d discuss?<\/summary>\n<p>Expand access and convert research into public value. This page separates observed symptoms from tested causes, and proposals from measured results.RECORD STATUSBaseline requiredLast framework review \u00b7 06 Sep 2026<\/p>\n<\/details>\n<details>\n<summary>How can I use this material on Low R&amp;D Intensity?<\/summary>\n<p>Read it as source material, follow the related subjects and check its evidence, date and limits before relying on a claim. You can send a correction with the page link and supporting source through Contact.<\/p>\n<\/details>\n<\/section>\n<p><\/main><\/p>\n","protected":false},"excerpt":{"rendered":"<p>HomeTopic libraryLow R&amp;D Intensity \u2190 Problems library From the IFT source library Low R&amp;D Intensity Text from the existing IFT website. Sources and claims are still under editorial review. Original source \u2197 On this page Low R&amp;D Intensity &#8211; Reimagine India For Tomorrow08ParticipateHome \/ Digital, Science &amp; Innovation \/ ProblemPROBLEM RECORD \u00b7 COMMUNITY INPUT OPENProblemRoot [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":84,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"ift_pillar":[],"class_list":["post-1266","page","type-page","status-publish","hentry"],"_hostinger_reach_plugin_has_subscription_block":false,"_hostinger_reach_plugin_is_elementor":false,"_links":{"self":[{"href":"https:\/\/blog.indiafortomorrow.com\/wp-json\/wp\/v2\/pages\/1266","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.indiafortomorrow.com\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/blog.indiafortomorrow.com\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/blog.indiafortomorrow.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.indiafortomorrow.com\/wp-json\/wp\/v2\/comments?post=1266"}],"version-history":[{"count":0,"href":"https:\/\/blog.indiafortomorrow.com\/wp-json\/wp\/v2\/pages\/1266\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/blog.indiafortomorrow.com\/wp-json\/wp\/v2\/pages\/84"}],"wp:attachment":[{"href":"https:\/\/blog.indiafortomorrow.com\/wp-json\/wp\/v2\/media?parent=1266"}],"wp:term":[{"taxonomy":"ift_pillar","embeddable":true,"href":"https:\/\/blog.indiafortomorrow.com\/wp-json\/wp\/v2\/ift_pillar?post=1266"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}