Research Methodology adopted by Grand View Research team to compile accurate research reports across various industry verticals

<!DOCTYPE html> <html lang="en"> <head> <meta http-equiv="Content-Type" content="text/html; charset=utf-8" /> <meta http-equiv="X-UA-Compatible" content="IE=edge"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <title>Research Methodology adopted by Grand View Research team to compile accurate research reports across various industry verticals</title> <meta name="description" content="Research Methodology adopted by Grand View Research team to compile accurate research reports across various industry verticals" /> <meta name="keywords" content="Research Methodology adopted by Grand View Research team to compile accurate research reports across various industry verticals" /> <link href="/favicon.ico" type="image/x-icon" rel="icon"/><link href="/favicon.ico" type="image/x-icon" rel="shortcut icon"/><link rel="stylesheet" type="text/css" href="https://cdn.grandviewresearch.com/gvr/css/bootstrap.min.css?v=1.0.93" defer="defer"/><link rel="stylesheet" type="text/css" href="https://cdn.grandviewresearch.com/gvr/css/research.css?v=1.0.93" defer="defer"/><script type="text/javascript" src="https://cdn.grandviewresearch.com/gvr/js/jquery-3.7.1.min.js?v=1.0.93"></script><script type="text/javascript" src="https://cdn.grandviewresearch.com/gvr/js/lazysizes.min.js?v=1.0.93"></script><script src="https://challenges.cloudflare.com/turnstile/v0/api.js" defer></script> <link rel="stylesheet" type="text/css" href="/static/css/gvr-new.css?v=1.0.93" defer="defer"/> <link href="//fonts.googleapis.com/css?family=Lato:300,400,700&subset=latin-ext" rel="stylesheet" defer> <link rel="canonical" href="https://www.grandviewresearch.com/info/research-methodology" /> <script type="application/ld+json"> { "@context": "https://schema.org", "@type": "BreadcrumbList", "itemListElement": [ { "@type": "ListItem", "position": 1, "item": { "type":"Website", "@id": "/", "name": "Home" } }, { "@type": "ListItem", "position": 2, "item": { "type":"WebPage", "@id": "/info/research-methodology", "name": "Research Methodology" } } ] } </script>       <script async src="https://www.googletagmanager.com/gtag/js?id=G-PEE1R7WJJ7"></script> <script> window.dataLayer = window.dataLayer || []; function gtag(){dataLayer.push(arguments);} gtag('js', new Date()); gtag('config', 'G-PEE1R7WJJ7',{ cookie_flags: 'secure;samesite=none' }); </script> <style> .serach_header { width: 293px; } </style> <script src="https://analytics.ahrefs.com/analytics.js" data-key="nJiMFzLx5VYw7MwOfZUTfg" defer="true"></script>   <meta property="og:url" content="https://www.grandviewresearch.com/info/research-methodology" /> <meta property="og:image" content="https://www.grandviewresearch.com/static/img/logo.png" /> <meta property="og:type" content="website" /> <meta property="og:title" content="Research Methodology adopted by Grand View Research team to compile accurate research reports across various industry verticals" /> <meta property="og:description" content="Research Methodology adopted by Grand View Research team to compile accurate research reports across various industry verticals" /> <meta name="twitter:card" content="summary"> <meta name="twitter:site" content="@GrandViewInc"> <meta name="twitter:title" content="Research Methodology adopted by Grand View Research team to compile accurate research reports across various industry verticals"> <meta name="twitter:description" content="Research Methodology adopted by Grand View Research team to compile accurate research reports across various industry verticals"> <meta name="twitter:image:alt" content="Research Methodology adopted by Grand View Research team to compile accurate research reports across various industry verticals"> <style type="text/css"> .static_inner_pages a { color: blue; } .static_inner_pages ul { margin-left: 40px; } .static_inner_pages ul li { list-style: disc; } </style> </head> <body> <link rel="stylesheet" type="text/css" href="https://cdn.grandviewresearch.com/gvr/css/select2.min.css?v=1.0.93"/><header> <div class="header_main full"> <div class="container"> <div class="row"> <div class="col-md-3 col-xs-12"> <a href="/" class="logo"> <b>Grand View Research Logo</b> <svg id="Layer_1" width="144" height="44" data-name="Layer 1" xmlns="https://www.w3.org/2000/svg" viewBox="0 0 215 64.3"><g id="Layer_2" data-name="Layer 2"><g id="Layer_1-2" data-name="Layer 1-2"><path d="M5.45,64.29a5.22,5.22,0,0,1-5.45-5,3.23,3.23,0,0,1,0-.44,5.36,5.36,0,0,1,5.27-5.45h.15a5.66,5.66,0,0,1,4,1.43l-1.17,1.4a4.11,4.11,0,0,0-2.94-1.13,3.76,3.76,0,0,0,.17,7.49A4.3,4.3,0,0,0,8,61.82v-2H5.36V58.24H9.83v4.41A6.67,6.67,0,0,1,5.45,64.29Z" transform="translate(0 0)" style="fill:#fff"/><path d="M20.17,64.11l-2.58-3.66H15.28v3.66H13.43V53.61h4.68c2.42,0,3.9,1.28,3.9,3.33a3.14,3.14,0,0,1-2.51,3.2l2.84,4ZM18,55.29H15.28v3.53H18c1.32,0,2.16-.69,2.16-1.77S19.33,55.29,18,55.29Z" transform="translate(0 0)" style="fill:#fff"/><path d="M35.54,64.11h-2l-1.07-2.54h-5l-1.08,2.54H24.58L29.2,53.53h1.71ZM30,55.74l-1.8,4.2h3.62Z" transform="translate(0 0)" style="fill:#fff"/><path d="M45.88,53.61H47.7v10.5H46.15l-5.79-7.47v7.47H38.54V53.61h1.71l5.63,7.26Z" transform="translate(0 0)" style="fill:#fff"/><path d="M55.51,64.11H51.59V53.61h3.92A5.26,5.26,0,0,1,56,64.12h-.46Zm0-8.83H53.44v7.14h2.07a3.57,3.57,0,0,0,0-7.14Z" transform="translate(0 0)" style="fill:#fff"/><path d="M77.69,53.61h2L75.32,64.19H73.7L69.33,53.61h2l3.17,8.08Z" transform="translate(0 0)" style="fill:#fff"/><path d="M84.64,53.61v10.5H82.79V53.61Z" transform="translate(0 0)" style="fill:#fff"/><path d="M96.43,55.26H90.49V58h5.27v1.65H90.49v2.82h6v1.65H88.64V53.61h7.79Z" transform="translate(0 0)" style="fill:#fff"/><path d="M106.17,53.58h1.56l2.58,7.82,2.51-7.79h1.94L111.1,64.19h-1.59l-2.58-7.55-2.58,7.55h-1.59L99.09,53.61h2l2.51,7.79Z" transform="translate(0 0)" style="fill:#fff"/><path d="M130.29,64.11l-2.58-3.66H125.4v3.66h-1.85V53.61h4.68c2.42,0,3.9,1.28,3.9,3.33a3.14,3.14,0,0,1-2.51,3.2l2.84,4Zm-2.21-8.83h-2.69v3.53h2.7c1.32,0,2.16-.69,2.16-1.77s-.8-1.75-2.17-1.75Z" transform="translate(0 0)" style="fill:#fff"/><path d="M143.39,55.26h-5.94V58h5.27v1.65h-5.27v2.82h6v1.65H135.6V53.61h7.79Z" transform="translate(0 0)" style="fill:#fff"/><path d="M150.91,58c2.22.54,3.38,1.34,3.38,3.09,0,2-1.55,3.15-3.75,3.15a6.45,6.45,0,0,1-4.38-1.68l1.11-1.32a4.81,4.81,0,0,0,3.32,1.37c1.14,0,1.86-.53,1.86-1.34s-.42-1.16-2.37-1.62c-2.24-.53-3.5-1.2-3.5-3.15s1.5-3.06,3.59-3.06A5.8,5.8,0,0,1,154,54.78l-1,1.4a4.81,4.81,0,0,0-2.85-1.08c-1.08,0-1.71.56-1.71,1.26S148.9,57.54,150.91,58Z" transform="translate(0 0)" style="fill:#fff"/><path d="M165.45,55.26H159.5V58h5.27v1.65H159.5v2.82h6v1.65h-7.86V53.61h7.79Z" transform="translate(0 0)" style="fill:#fff"/><path d="M179,64.11h-2l-1-2.53h-5l-1.08,2.54H168l4.62-10.58h1.71Zm-5.51-8.38-1.8,4.2h3.62Z" transform="translate(0 0)" style="fill:#fff"/><path d="M188.71,64.11l-2.58-3.66h-2.31v3.66H182V53.61h4.68c2.42,0,3.9,1.28,3.9,3.33a3.14,3.14,0,0,1-2.51,3.2l2.84,4Zm-2.21-8.83h-2.69v3.53h2.7c1.32,0,2.16-.69,2.16-1.77s-.8-1.75-2.17-1.75Z" transform="translate(0 0)" style="fill:#fff"/><path d="M198.9,64.29a5.44,5.44,0,1,1,4.21-9.22l-1.19,1.37A4.16,4.16,0,0,0,199,55.12a3.75,3.75,0,0,0,0,7.47,4.14,4.14,0,0,0,3-1.37l1.19,1.2A5.41,5.41,0,0,1,198.9,64.29Z" transform="translate(0 0)" style="fill:#fff"/><path d="M208.14,59.68v4.43h-1.85V53.61h1.85V58h5V53.61H215v10.5h-1.85V59.68Z" transform="translate(0 0)" style="fill:#fff"/><path d="M31,19.49v4.6a1.14,1.14,0,1,1-2.28,0V18.35a1.14,1.14,0,0,1,1.14-1.14H65.45V1.14A1.14,1.14,0,0,0,64.31,0H1.19A1.14,1.14,0,0,0,.05,1.14h0V35.56A1.14,1.14,0,0,0,1.19,36.7H64.31a1.14,1.14,0,0,0,1.14-1.14V19.49Z" transform="translate(0 0)" style="fill:#fff"/><path d="M140.19.68a1.15,1.15,0,0,0-1-.68H75.86A1.14,1.14,0,0,0,74.7,1.12a1.16,1.16,0,0,0,.3.79l31.65,34.42a1.15,1.15,0,0,0,1.61.07l.07-.07L140,1.91A1.14,1.14,0,0,0,140.19.68Z" transform="translate(0 0)" style="fill:#5ccbf5"/><polygon points="214.95 29.1 214.95 19.49 195.69 19.49 214.95 29.1" style="fill:#fff"/><path d="M190.35,19.37a1.15,1.15,0,0,1-.51-1.53,1.13,1.13,0,0,1,1-.63H215V1.14A1.14,1.14,0,0,0,213.86,0H150.7a1.14,1.14,0,0,0-1.14,1.14V35.56a1.14,1.14,0,0,0,1.14,1.14h63.12A1.14,1.14,0,0,0,215,35.6v-4Z" transform="translate(0 0)" style="fill:#fff"/></g></g></svg> </a> </div> <div class="menu_right"> <div class="col-md-9 col-xs-12"> <div class="serach_header search_mob"> <form action="/Filters" class="" id="frmSearch1" method="get" accept-charset="utf-8"> <input name="search" class="search_input" id="inputString2" onkeyup="lookup(this.value)" placeholder="Search..." type="text"/> <div class="submit"><input type="submit" class="btn_purchase" name="search_submit" value=" "/></div> </form> <i class="fa fa-search"></i> </div> <nav class="navbar navbar-default">  <div class="navbar-header"> <button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#bs-example-navbar-collapse-1" aria-expanded="false"> <span class="sr-only">Toggle navigation</span> <span class="icon-bar"></span> <span class="icon-bar"></span> <span class="icon-bar"></span> </button> </div> <div class="collapse navbar-collapse js-navbar-collapse" id="bs-example-navbar-collapse-1"> <ul class="nav navbar-nav"> <li class="dropdown mega-dropdown"> <a href="#" class="dropdown-toggle">Reports <i class="fa fa-caret-down" aria-hidden="true"></i><div class="arrow_bottom"></div></a> <ul class="mega-menu"> <li class="col-lg-3 col-sm-6 "> <ul> <li class="heading_menu"><a href="/industry/consumer-goods">Consumer Goods 禄</a></li> <li class="heading_sub"><a href="/industry/beauty-and-personal-care">Beauty & Personal Care</a></li> <li class="heading_sub"><a href="/industry/clothing-footwear-and-accessories">Clothing, Footwear & Accessories</a></li> <li class="heading_sub"><a href="/industry/consumer-f-and-b">Consumer F&B</a></li> <li class="heading_sub"><a href="/industry/electronic-and-electrical">Electronic & Electrical</a></li> <li class="heading_sub"><a href="/industry/homecare-and-decor">Homecare & Decor</a></li> </ul> </li> <li class="col-lg-3 col-sm-6 "> <ul> <li class="heading_menu"><a href="/industry/semiconductors-and-electronics" >Semiconductors & Electronics 禄</a></li> <li class="heading_sub"><a href="/industry/display-technologies">Display Technologies</a></li> <li class="heading_sub"><a href="/industry/electronic-security-systems-and-devices">Electronic Security Systems</a></li> <li class="heading_sub"><a href="/industry/electronic-devices">Electronic Devices</a></li> <li class="heading_sub"><a href="/industry/semiconductors">Semiconductors</a></li> <li class="heading_sub"><a href="/industry/sensors-and-controls">Sensors & Controls</a></li> </ul> </li> <li class="col-lg-3 col-sm-6 "> <ul> <li class="heading_menu"><a href="/industry/specialty-and-fine-chemicals">Specialty & Fine Chemicals 禄</a></li> <li class="heading_sub"><a href="/industry/catalysts-and-enzymes">Catalysts and Enzymes</a></li> <li class="heading_sub"><a href="/industry/food-additives-nutricosmetics-flavors-and-fragrances">Food Additives and Nutricosmetics</a></li> <li class="heading_sub"><a href="/industry/renewable-chemicals">Renewable Chemicals</a></li> <li class="heading_sub"><a href="/industry/specialty-bio-based-and-water-soluble-polymers">Specialty and Bio-based Polymers</a></li> </ul> </li> <li class="col-lg-3 col-sm-6 "> <ul> <li class="heading_menu"><a href="/industry/food-and-beverages">Food & Beverages 禄</a></li> <li class="heading_sub"><a href="/industry/animal-feed-and-feed-additives">Animal Feed & Feed Additives</a></li> <li class="heading_sub"><a href="/industry/food-safety-and-processing">Food Safety & Processing</a></li> <li class="heading_sub"><a href="/industry/nutraceuticals-functional-foods-and-dietary-supplements">Nutraceuticals & Functional Foods</a></li> <li class="heading_sub"><a href="/industry/ready-to-eat-processed-and-frozen-foods">Processed & Frozen Foods</a></li> </ul> </li> <li class="col-lg-3 col-sm-6 "> <ul> <li class="heading_menu"><a href="/industry/advanced-materials">Advanced Materials 禄</a></li> <li class="heading_sub"><a href="/industry/automotive-and-aerospace-interior-materials">Advanced Interior Materials</a></li> <li class="heading_sub"><a href="/industry/green-building-materials">Green Building Materials</a></li> <li class="heading_sub"><a href="/industry/micro-molding-and-microspheres">Micro Molding and Microspheres</a></li> <li class="heading_sub"><a href="/industry/nanoparticles">Nanoparticles</a></li> <li class="heading_sub"><a href="/industry/smart-textiles">Smart Textiles</a></li> <li class="heading_sub"><a href="/industry/specialty-glass-ceramic-and-fiber">Glass, Ceramics and Fibers</a></li> </ul> </li> <li class="col-lg-3 col-sm-6 "> <ul> <li class="heading_menu"><a href="/industry/healthcare">Healthcare 禄</a></li> <li class="heading_sub"><a href="/industry/biotechnology">Biotechnology</a></li> <li class="heading_sub"><a href="/industry/clinical-diagnostics">Clinical Diagnostics</a></li> <li class="heading_sub"><a href="/industry/healthcare-it">Healthcare IT</a></li> <li class="heading_sub"><a href="/industry/medical-devices">Medical Devices</a></li> <li class="heading_sub"><a href="/industry/medical-imaging">Medical Imaging</a></li> <li class="heading_sub"><a href="/industry/pharmaceuticals">Pharmaceuticals</a></li> <li class="heading_sub"><a href="/industry/animal-health">Animal Health</a></li> </ul> </li> <li class="col-lg-3 col-sm-6 "> <ul> <li class="heading_menu"><a href="/industry/technology">Technology 禄</a></li> <li class="heading_sub"><a href="/industry/automotive-and-transportation">Automotive and Transportation</a></li> <li class="heading_sub"><a href="/industry/communications-infrastructure-systems-and-software">Communications Infrastructure</a></li> <li class="heading_sub"><a href="/industry/communication-services">Communication Services</a></li> <li class="heading_sub"><a href="/industry/digital-media">Digital Media</a></li> <li class="heading_sub"><a href="/industry/hvac-and-construction-technologies">HVAC & Construction</a></li> <li class="heading_sub"><a href="/industry/network-security-software-and-services">Network Security</a></li> <li class="heading_sub"><a href="/industry/emerging-and-next-generation-technologies">Next Generation Technologies</a></li> </ul> </li> <li class="col-lg-3 col-sm-6 "> <ul> <li class="heading_menu"><a href="/industry/bulk-chemicals">Bulk Chemicals 禄</a></li> <li class="heading_sub"><a href="/industry/agrochemicals-and-fertilizers">Agrochemicals & Fertilizers</a></li> <li class="heading_sub"><a href="/industry/disinfectants-and-preservatives">Disinfectants & Preservatives</a></li> <li class="heading_sub"><a href="/industry/oil-and-gas-drilling-and-extraction-equipments">Drilling & Extraction Equipments</a></li> <li class="heading_sub"><a href="/industry/organic-chemicals-and-compounds">Organic Chemicals</a></li> <li class="heading_sub"><a href="/industry/paints-coatings-and-printing-inks">Paints, Coatings & Printing Inks</a></li> <li class="heading_sub"><a href="/industry/personal-care-and-cosmetics">Personal Care & Cosmetics</a></li> <li class="heading_sub"><a href="/industry/petrochemicals-and-downstream-derivatives">Petrochemicals</a></li> <li class="heading_sub"><a href="/industry/plastics-polymers-and-resins">Plastics, Polymers & Resins</a></li> <li class="heading_sub"><a href="/industry/water-and-industrial-sludge-treatment">Water & Sludge Treatment</a></li> </ul> </li> </ul> </li> <li class="dropdown"><a href="#">Services <i class="fa fa-caret-down" aria-hidden="true"></i><div class="arrow_bottom"></div></a> <ul class="dropdown-menu singal_colum"> <li class="col-sm-12"> <ul>  <li><a href="/brainshare" >Brainshare</a></li> <li><a href="/services/market-research-reports">Market Research Reports</a></li> <li><a href="/services/full-time-engagement-services">Full Time Engagement</a></li> <li><a href="/services/research-expertise">Custom Research Services</a></li> <li><a href="/market-monitoring">Market Monitoring</a></li> <li><a href="/info/subscription">Subscription</a></li> <li><a href="/compass">Compass</a></li> <li><a href="/pipeline">Pipeline - Procurement Intelligence</a></li> <li><a href="//astra.grandviewresearch.com">Astra ESG solutions</a></li> <li><a href="/info/trend-reports">Market Trend Reports</a></li>  <li><a href="/horizon">Horizon</a></li> </ul> </li> </ul> </li> <li class="dropdown"><a href="#"> About Us <i class="fa fa-caret-down" aria-hidden="true"></i><div class="arrow_bottom"></div></a> <ul class="dropdown-menu singal_colum"> <li class="col-sm-12"> <ul> <li><a href="/info/about-us">Who We Are</a></li> <li><a href="/info/why-choose-us">Why Choose Us</a></li> <li><a href="/info/research-methodology">Research Methodology</a></li> <li><a href="/info/testimonials">Client Testimonials</a></li> <li><a href="/conferences">Conferences</a></li> <li><a href="/media-citations">Media Citations</a></li> <li><a href="/info/contact-us">Contact</a></li> <li><a href="/careers">Career</a></li> </ul> </li> </ul> </li> <li class="dropdown"><a href="#">Insights <i class="fa fa-caret-down" aria-hidden="true"></i><div class="arrow_bottom"></div></a> <ul class="dropdown-menu singal_colum"> <li class="col-sm-12"> <ul> <li><a href="/research-insights">Research Insights</a></li> <li><a href="/ongoing-reports">Ongoing Reports</a></li> <li><a href="/case-studies">Case Studies</a></li> <li><a href="/press-release/press-room">Press Room</a></li> <li><a href="/blogs">Blogs</a></li> </ul> </li> </ul> </li> <li class="serach_header_list"> <div class="serach_header"> <form action="/Filters" class="" id="frmSearch" method="get" accept-charset="utf-8"> <input name="search" class="search_input" id="inputString" onkeyup="lookup(this.value)" placeholder="Search..." type="text"/> <div class="submit"><input type="submit" class="btn_purchase" name="search_submit" value=" "/></div> <i class="fa fa-search"></i> </form> </div> </li> <li class="header_login_btn dropdown"><a href="/login" target="_blank">Login <span style="vertical-align:middle;" class="fa fa-user-circle" aria-hidden="true"></span></a></li> </ul> </div> </nav> <div id="suggestions"></div> </div> </div> </div> </div> </div> </header> <section class="about_rows full"> <div class="methodology_top_banner"> <div class="container"> <h1>Research Methodology</h1> <p>Our research methodology entails an ideal mixture of primary and secondary initiatives. Information procurement is one of the most extensive stages in our research process. </p> </div> </div> <div class="about_sec_2"> <div class="container"> <div class="row"> <div class="col-md-3 col-sm-4 col-xs-12"> <div class="about_left_menu"> <ul> <li><a href="/info/about-us"><i class="fa fa-angle-double-right"></i> Who We Are</a> </li> <li><a href="/info/why-choose-us"><i class="fa fa-angle-double-right"></i> Why Choose Us</a></li> <li><a href="/info/research-methodology" class="active"><i class="fa fa-angle-double-right"></i> Research Methodology</a></li> <li><a href="/info/company-brochure"><i class="fa fa-angle-double-right"></i> Corporate Presentation</a></li> <li><a href="/info/testimonials"><i class="fa fa-angle-double-right"></i> Client Testimonials</a></li> <li><a href="/press-release/press-room"><i class="fa fa-angle-double-right"></i> Press Room</a></li> <li><a href="/conferences"><i class="fa fa-angle-double-right"></i> Conferences</a></li> <li><a href="/media-citations"><i class="fa fa-angle-double-right"></i> Media Citations</a></li> </ul> </div> </div> <div class="col-md-9 col-sm-8 col-xs-12 methodology_top_key_list"> <h2 class="margin_top0">Research Methodology</h2> <p>Our research methodology entails an ideal mixture of primary and secondary initiatives. Key steps involved in the process are listed below:</p> <ul> <li>1. Information Procurement</li> <p>The stage involves the procurement of market data or related information via different sources & methodologies.</p> <li>2. Information Analysis</li> <p>This step involves the analysis & mapping of all the information procured from the previous step. It also encompasses the analysis of data discrepancies observed across various data sources. </p> <li>3. Market Formulation</li> <p>The final step entails the placement of data points at appropriate market spaces in an attempt to deduce viable conclusions. Analyst perspective & subject matter expert based heuristic form of market sizing also plays an integral role in this step.</p> <li>4. Validation & Publishing</li> <p>Validation is the most important step in the process. Validation & re-validation via an intricately designed process helps us finalize data-points to be used for final calculations. </p> </ul> </div> </div> </div> </div> <div class="methodology_r_process"> <div class="container"> <h2>Market Research Process</h2> <img src="/static/img/research_process_img.jpg" class="margin_bottom20" width="1124" height="477" alt="Research Process" /> </div> </div> <div class="information_procurement"> <div class="container"> <h2>Information Procurement</h2> <p class="text-center">The stage involves the procurement of market data or related information via different sources & methodologies. </p> <img src="/static/img/information_procument.jpg" class="margin_bottom20" width="1100" height="377" alt="Information Procument" /> <p>Information procurement is one of the most extensive stages in our research process. As illustrated in the figure above, the techniques can be broadly categorized into five sections, as stated below:</p> <h3>Purchased Database:</h3> <ul class="disk_style"> <li><i class="fa fa-check"></i> Includes company databases such as Hoover's: This helps us identify financial information, industry competitive landscape, structure of the market participants. Also, it serves as an important step in market sizing, especially, in case of commodity-flow techniques. </li> <li><i class="fa fa-check"></i> Industry databases such as Factiva, help us gain access to industry statistics, and KoL opinions & formulate conclusions.</li> <li><i class="fa fa-check"></i> Other sources include SME journals, pertinent databases from third-party vendors to gain insights into: <ul> <li>1. Usage rates</li> <li>2. Procedure statistics</li> <li>3. Potential market related statistics</li> <li>4. Information on unmet needs</li> <li>5. Regional expenditure pattern</li> <li>6. Investment information or opportunity based statistics</li> </ul> </li> </ul> <h3>GVR's Internal Database</h3> <ul class="disk_style"> <li><i class="fa fa-check"></i> Includes our internal database of data points, collected as a result of previous research & studies and information made available via our database management team</li> <li><i class="fa fa-check"></i> Also includes internal audit reports & archives</li> <ul> <li>1. Usage rates</li> <li>2. Procedure statistics</li> <li>3. Potential market related statistics</li> <li>4. Information on unmet needs</li> <li>5. Regional expenditure pattern</li> <li>6. Investment information or opportunity based statistics</li> </ul> </li> </ul> <h3>Secondary Sources</h3> <ul class="disk_style"> <li><i class="fa fa-check"></i> A list of secondary sources along with the information extracted from them will be available in the final deliverable</li> <li><i class="fa fa-check"></i> Notable examples include white papers, government statistics published by organizations like WHO, NGOs, World Bank etc., KoL publications, company filings, investor documents etc.</li> </ul> <h3>Third Party Perspective</h3> <ul class="disk_style"> <li><i class="fa fa-check"></i> This section includes market derivation through investor analyst reports, broker reports, academic commentary, government quotes & wealth management publications.</li> </ul> <h3>Primary Research:</h3> <div class="pr_reserch_diagram"> <div class="pr_reserch_diagram_top">The primary interview & survey derive direction from extensive secondary research. Secondary research is a continuous process and conducted at each level along the value chain.</div> <div class="row"> <div class="col-sm-4 col-xs-12"> <div class="pr_reserch_diagram_box"> Interview with raw material <br/> suppliers & manufactures </div> </div> <div class="col-sm-4 col-xs-12"> <div class="pr_reserch_diagram_box">Interview with manufactures, distributors, research, & representatives of regulatory bodies</div> </div> <div class="col-sm-4 col-xs-12"> <div class="pr_reserch_diagram_box">Interview with market players, industry exports, & independent consultants</div> </div> <div class="col-xs-12"> <div class="pr_reserch_interviewscpe"> <h4>Interview Scope</h4> <p><b>Research tool :</b> Questionnaire based research & telephonic discussions</p> <p><b>Database:</b> Paid vendors, Hoovers, LinkedIn, Factiva, Sources extracted from pertinent studies </p> <p><b>Regional scope:</b> All countries within the scope off the studies. Interview of Kols from non-English speaking countries are conducted via our vendors and questionnaire </p> </div> </div> </div> </div> </div> </div> <div class="methodulogy_data_analysis"> <div class="container"> <h2>Information or Data Analysis</h2> <h3>Information procured from secondary and primary initiatives are then analyzed using the following tools/models: (a partial list)</h3> <ul class="disk_style"> <li><i class="fa fa-check"></i> Identifying variables and establishing market impact</li> <li><i class="fa fa-check"></i> Establishing market trends</li> <li><i class="fa fa-check"></i> Analyzing future opportunities and market penetration rates by understanding product commercialization, regional expansion etc.</li> <li><i class="fa fa-check"></i> Analyzing reimbursement/regulatory trends and changes in market dynamics to establish future growth</li> <li><i class="fa fa-check"></i> Analyzing sustainability strategies adhered by market participants in an attempt to determine future course of the market</li> <li><i class="fa fa-check"></i> Analyzing historical market trends and super-imposing them on the current and future variables to determine year-on-year trends</li> <li><i class="fa fa-check"></i> Understanding consumer base, procedure trends and regulatory framework</li> <li><i class="fa fa-check"></i> Keeping a track of technological advancements in individual segments</li> <li><i class="fa fa-check"></i> Base numbers are established by analyzing the following: <ul> <li>1. Company revenues and market share (this list generally includes the analysis of revenue published by publicly listed manufacturers)</li> <li>2. Derivation of market estimates via analyzing parent and ancillary markets</li> </ul> </li> </ul> <h3>The following techniques outline our research methodology:</h3> <ul class="disk_style"> <li><i class="fa fa-check"></i> Model selection: demand based bottom up approach, usage rates based approach and mixed approach (top down and bottom up)</li> </ul> <div class="text-center"> <h3>Market research approaches</h3> <img src="/static/img/approaches_diagram.jpg" class="margin_bottom20" width="1118" height="653" alt="Market research approaches diagram" /> <h3>Value chain based sizing & forecasting</h3> <img src="/static/img/value_chain_img.jpg" class="margin_bottom20 margin_top20" width="1078" height="405" alt="Value Chain"/> </div> <ul class="disk_style"> <li><i class="fa fa-check"></i> Penetration modeling for products <ul> <li>1. Determining and forecasting penetration via analyzing product features, proposed pricing, availability of internal and external substitutes etc.</li> <li>2. Heuristic estimation of year-on-year sales by conducting primary interviews with: <ul class="margin_left20"> <li>- Healthcare practitioners</li> <li>- Industry experts & KoLs</li> <li>- Distributors</li> </ul> </li> <li>3. Product sizing and forecasting by following a diffusion model based on S-curve growth</li> </ul> </li> <li><i class="fa fa-check"></i> Analysis of current usage rates and patterns to determine substitution rates</li> <li><i class="fa fa-check"></i> Regression and variable analysis <ul> <li> 1. Identifying variables and assigning impact to determine growth)</li> <li> 2. QFD modeling for market share assessment (an example cited in the figure below)</li> <li> 3. Referring to historic data to establish base estimates </li> <li> 4. Using exponential smoothing for forecasting</li> </ul> </li> <li><i class="fa fa-check"></i> User size based penetration <ul> <li> 1. Analyzing current needs and determining penetration to estimate market size or sales </li> <li> 2. Using unmet needs and capitalization rates to determine growth </li> </ul> </li> <li><i class="fa fa-check"></i> Trend analysis (based on year trending models) </li> </ul> <div class="text-center"> <h3>QFD Modeling for Market Share Assessment</h3> </div> <div class="table-responsive margin_top20"> <table class="table table-bordered"> <thead> <tr> <th>Scores derived via QFD</th> <th>Price</th> <th>Efficacy rates </th> <th>Current penetration</th> <th>Future prospects</th> <th>Consumer preference index</th> </tr> </thead> <tbody> <tr> <th scope="row">Product A</th> <td>10</td> <td>9</td> <td>7</td> <td>9</td> <td>6</td> </tr> <tr> <th scope="row">Product B</th> <td>8</td> <td>9</td> <td>4</td> <td>6</td> <td>5</td> </tr> <tr> <th scope="row">Product C</th> <td>10</td> <td>7</td> <td>1</td> <td>7</td> <td>9</td> </tr> <tr> <th scope="row">Product D</th> <td>4</td> <td>8</td> <td>10</td> <td>9</td> <td>4</td> </tr> <tr> <th scope="row">Product E</th> <td>8</td> <td>6</td> <td>6</td> <td>3</td> <td>1</td> </tr> </tbody> </table> </div> <div class="row"> <div class="col-md-6 col-xs-12"> <div class="table-responsive"> <table class="table table-bordered table-weightage"> <thead> <tr> <th colspan="2"> Weightage in terms of % </th> </tr> </thead> <tbody> <tr> <th scope="row"></th> <td></td> </tr> <tr> <th scope="row">Price </th> <td>25%</td> </tr> <tr> <th scope="row">Efficacy rates</th> <td>25%</td> </tr> <tr> <th scope="row">Current penetration</th> <td>25%</td> </tr> <tr> <th scope="row">Future prospects</th> <td>10%</td> </tr> <tr> <th scope="row">Consumer preference index</th> <td>15%</td> </tr> <tr> <th scope="row"></th> <td>100%</td> </tr> </tbody> </table> </div> </div> <div class="col-md-6 col-xs-12"> <div class="table-responsive"> <table class="table table-bordered table-wmarket-share"> <thead> <tr> <th colspan="3"> Market shares as calculated for initial research purposes </th> </tr> </thead> <tbody> <tr> <th scope="row"></th> <td>Average score</td> <td>Relative market size</td> </tr> <tr> <th scope="row">Product A </th> <td>8.3</td> <td>24.84%</td> </tr> <tr> <th scope="row">Product B </th> <td>6.6</td> <td>19.47%</td> </tr> <tr> <th scope="row">Product C </th> <td>6.6</td> <td>19.32%</td> </tr> <tr> <th scope="row">Product D </th> <td>7.0</td> <td>20.65%</td> </tr> <tr> <th scope="row">Product E </th> <td>5.5</td> <td>16.08%</td> </tr> <tr> <th scope="row"></th> <td>33.9%</td> <td></td> </tr> </tbody> </table> </div> </div> </div> <p>NOTE: THE ABOVE ILLUSTRATED FIGURE IS FOR REPRESENTATION PURPOSES ONLY, ATTRIBUTE SELECTION AND SCORE RENDERING IS AN EXTENSIVE PROCESS INVOLVING RIGOROUS PRIMARY AND SECONDARY RESEARCH. </p> </div> </div> <div class="methodology_Formulation"> <div class="container text-center"> <h2>Market Formulation & Validation</h2> <img src="/static/img/market_formulation.jpg" width="1015" height="240" alt="Market Formulation" /> <img src="/static/img/multilavel-validation.jpg" class="margin_bottom20 margin_top20 " width="1042" height="679" alt="Multilavel Validation" /> </div> </div> </section>    <footer class="full"> <div class="container"> <div class="follow_us"> <span>Follow us</span> <ul> <li><a href="//www.facebook.com/grandviewresearch" target="_blank" rel="noopener"> <b>facebook icon</b> <i class="fa fa-facebook"></i></a></li> <li><a href="//twitter.com/GrandViewInc" target="_blank" rel="noopener"> <b>twitter icon</b> <i class="fa fa-twitter"></i></a></li>  <li><a href="//www.linkedin.com/company/grand-view-research" target="_blank" rel="noopener"><b>linkedin icon </b><i class="fa fa-linkedin"></i></a></li> </ul> </div> <div class="clearfix"></div> <div class="row"> <div class="col-sm-6 col-md-3 col-xs-12"> <div class="footer_inner full"> <div class="footer_inner_h5">Company</div> <ul> <li> <a href="/info/faqs"> <i class="fa fa-angle-right"></i> Customer FAQ</a></li> <li> <a href="/info/how-to-order"> <i class="fa fa-angle-right"></i> How To Order</a></li> <li> <a href="/info/privacy-policy"> <i class="fa fa-angle-right"></i> Privacy Policy</a></li> <li> <a href="/info/terms-of-use"> <i class="fa fa-angle-right"></i> Terms Of Use</a></li> <li><a href="/html-sitemap"> <i class="fa fa-angle-right"></i> Sitemap</a></li> </ul> </div> </div> <div class="col-sm-6 col-md-5 col-xs-12"> <div class="footer_inner full"> <div class="footer_inner_h5">Office Address</div> <div class="footer_address full"> <p> <i class="fa fa-map-marker"></i> Grand View Research is registered in the State of California at Grand View Research, Inc. 201 Spear Street 1100, San Francisco, CA 94105, United States </p> <p> <i class="fa fa-phone"></i> <a href=tel:1-415-349-0058>+1-415-349-0058</a> or <a href=tel:1-888-202-9519>1-888-202-9519</a> </p> <p> <i class="fa fa-envelope"></i> <a href="/cdn-cgi/l/email-protection#384b59545d4b785f4a59565c4e515d4f4a5d4b5d594a5b50165b5755"><span class="__cf_email__" data-cfemail="7b081a171e083b1c091a151f0d121e0c091e081e1a09181355181416">[email protected]</span></a> </p> </div> </div> </div> <div class="col-sm-12 col-md-4 col-xs-12"> <div class="footer_inner full"> <div class="footer_inner_h5"> Business Hours </div> <div class="business_footer full"> <p>Our support available to help you 24 hours a day, five days a week.</p> <div class="timing_footer">Monday-Thursday : <span>9am to 5pm </span></div> <div class="timing_footer">Fridays: <span> 9am to 4:30pm </span></div> <div class="timing_footer">Saturday & Sunday: <span> Closed </span></div> </div> </div> </div> </div> </div> <div class="footer_copy"> <div class="container"> <div class="row"> <div class="col-sm-5"> <p>Copyright 漏 2025 Grand View Research, Inc. All rights reserved.</p> </div> <div class="col-sm-7"> <div class="logo_footer"> <svg id="footerlayer_1" style="max-width:100%;" width="373" height="36" data-name="Layer 1" xmlns="https://www.w3.org/2000/svg" viewBox="0 0 358.34 36.16"><defs><style>.amsl-1{fill:#2267ad;}.amsl-1,.cls-2,.cls-3,.cls-4,.cls-5{fill-rule:evenodd;}.cls-2{fill:#cd2e29;}.cls-3{fill:#585858;}.cls-4{fill:#113984;}.cls-5{fill:#009ee3;}</style></defs><path class="amsl-1" d="M335.66,12.16a58.11,58.11,0,0,1,5.18,2.7,103.39,103.39,0,0,0-15.69,9.48c-1.69-1.05-3.43-2.11-5.18-3A103.23,103.23,0,0,1,335.66,12.16Zm-6.5-2.75c-5.61,2.18-11,4.32-16.24,7.73,1.64.77,3.3,2.2,4.89,3a83,83,0,0,1,15.74-9,43.71,43.71,0,0,0-4.39-1.85Z" transform="translate(-13.39 -3.24)"/><path class="cls-2" d="M348.15,38.14a1,1,0,0,0,1,.8.74.74,0,0,0,.66-.21,1,1,0,0,0,.17-.5.56.56,0,0,0-.51-.6h-.08l-.58-.2c-.16-.1-.41-.1-.58-.3a1.26,1.26,0,0,1-.24-.8,1,1,0,0,1,.94-1.15h.22a1.14,1.14,0,0,1,1.15,1l-.41.1a.79.79,0,0,0-.83-.7.65.65,0,0,0-.66.6c0,.5.25.61.58.71l.5.09a6.62,6.62,0,0,1,.66.3,1.71,1.71,0,0,1,.25.91,1.2,1.2,0,0,1-.33.9,1.37,1.37,0,0,1-.91.3c-.66,0-1.08-.39-1.33-1.16l.33-.09Zm3.23,1.16h-.32v-4h.57l1.08,3.21.91-3.22h.67v4h-.42V35.82L352.8,39.3h-.34l-1.08-3.48V39.3Zm-3.92-27.5a90.63,90.63,0,0,0-13.77-6.5c-1.69.59-3.34,1.24-4.94,1.89a88.38,88.38,0,0,1,14.15,6.6c1.51-.67,3-1.35,4.56-2Zm7.21-2.6a89.05,89.05,0,0,0-14-6c-1.55.35-3,.77-4.54,1.23A85.18,85.18,0,0,1,350,10.85C351.52,10.26,353.12,9.67,354.67,9.2Zm11.63,4.67A116.1,116.1,0,0,0,334.64,33.5c2.42,1.81,4.74,3.69,7,5.74a125.71,125.71,0,0,1,30.05-21.58q-2.66-2-5.41-3.75Zm-7.85-4.44a101.5,101.5,0,0,0-32.92,18c2.23,1.36,4.46,2.75,6.64,4.27A108.58,108.58,0,0,1,364.5,12.76c-2-1.17-4-2.34-6.09-3.34Z" transform="translate(-13.39 -3.24)"/><path class="cls-3" d="M197.48,20.37c4.12,0,6.33,3.14,6.33,7.36s-2.06,7.44-6.31,7.46-6.32-3.07-6.35-7.44,2.07-7.38,6.33-7.38Zm0,12c1.14,0,1.63-1,1.63-4.6s-.37-4.49-1.65-4.49-1.63,1.21-1.63,4.49.52,4.6,1.67,4.6Zm9.21-8.39h-1.83V20.79h1.83V19.22c0-3.52,1.71-4.8,4.68-4.8a16,16,0,0,1,2.29.2v3.51a3,3,0,0,0-.85-.15c-1.21,0-1.64.52-1.64,1.36v1.45h2.47v3.13h-2.47V34.86h-4.48Zm-52.8.84c0-.86-.35-1.42-1.13-1.42-1.13,0-1.5,1-1.5,1.86l-4-.85a5.16,5.16,0,0,1,5.6-3.87c2.7,0,5.55,1.13,5.57,4.28v7.88c0,1.56.22,2.06.43,2.28h-4.7c0-.43-.14-1.07-.14-1.27a5.25,5.25,0,0,1-3.4,1.56,3.77,3.77,0,0,1-3.93-3.6,4.47,4.47,0,0,1,0-.52c0-3.65,4.12-4.8,7.17-5.15V24.78Zm0,3.36c-1.56.15-2.76.81-2.76,2.6,0,1,.5,1.48,1.34,1.48a1.83,1.83,0,0,0,1.42-.84Zm11.73-3.29V34.94h-4.55V20.85h4.41v1.44a5.33,5.33,0,0,1,4-1.79,3,3,0,0,1,3.15,2.82c0,.15,0,.3,0,.45V35H168V25.28c0-.78-.29-1.22-1.07-1.22a1.84,1.84,0,0,0-1.42.87Zm9.79-10H180V25.05h0l3.34-4.22h4.47L184,25.13l3.78,9.79h-4.7l-2.21-6.18h0L180,29.81V35h-4.53V15Zm-33.53,9.63a5.2,5.2,0,0,1,3.71,5.07c0,3.44-2.7,5.38-6.54,5.38h-7.66V14.91h7.83c3.54,0,5.83,2.06,5.83,4.87a4.8,4.8,0,0,1-3.19,4.57v.15Zm-5.61,6.74h1.86a2.52,2.52,0,0,0,.45-5,1.69,1.69,0,0,0-.45,0h-1.84v5Zm0-8.39H138c1.77,0,2.5-1,2.5-2.06,0-1.94-1.28-2.23-2.44-2.23h-1.77v4.35ZM305.43,24.6c0-.87-.43-1.42-1.21-1.42s-1.43,1-1.49,1.85l-3.91-.86a5.16,5.16,0,0,1,5.6-3.86c2.7,0,5.54,1.14,5.57,4.29v7.87a4.11,4.11,0,0,0,.37,2.29h-4.64c0-.43-.14-1.07-.14-1.28a5.3,5.3,0,0,1-3.49,1.57,3.81,3.81,0,0,1-3.92-3.7,3,3,0,0,1,0-.42c.14-3.65,4.26-4.81,7.25-5.18V24.6Zm0,3.36c-1.57.14-2.76.78-2.76,2.57,0,1,.49,1.51,1.28,1.51a2.07,2.07,0,0,0,1.48-.87V28Zm-46.55.78c0,1.22.28,3.36,2.06,3.36a2.37,2.37,0,0,0,2.2-1.94l3.05,1.08a5.78,5.78,0,0,1-5.6,3.87c-4.35,0-6.35-3.5-6.35-7.44s2.06-7.38,6.18-7.38,5.92,3.79,5.92,7.5v.93Zm3.4-2.72c0-1.3-.15-2.86-1.71-2.86s-1.78,1.56-1.69,2.86Zm16.34-5.32h4.55V34.8h-4.55Zm0-5.95h4.55v4.12h-4.55ZM293.21,25.9a4.78,4.78,0,0,0-.23-1.8,1.29,1.29,0,0,0-1.27-1c-1.49,0-1.69,1.85-1.69,4.71s.49,4.13,1.71,4.13c1.56,0,1.69-1.65,1.69-2.72l3.56.49A5.19,5.19,0,0,1,291.85,35h-.47a6.52,6.52,0,0,1-6.21-6.81c0-.1,0-.19,0-.28,0-3.86,2.06-7.73,6.39-7.73a5.4,5.4,0,0,1,5.55,5.25v.39ZM221.55,14.83h6.6l4.12,20.05h-4.82l-.81-4.12h-4.57l-.91,4.12h-4.35Zm1.22,12.37h3.28L224.6,19h-.14l-1.69,8.25Zm45.54-6.58h4.41v1.86h0a5,5,0,0,1,4.39-2.23v4.6a4.5,4.5,0,0,0-1.85-.37,2.86,2.86,0,0,0-2.49,1.09v9.15h-4.56Zm-22.93,4.12v10.1H240.9V25.18c0-.79-.2-1.28-1.05-1.28a2.18,2.18,0,0,0-1.5.84v10.1h-4.47V20.75h4.39v1.42a6.16,6.16,0,0,1,4.12-1.8,2.83,2.83,0,0,1,2.76,1.88h0a5.34,5.34,0,0,1,4-1.88,3,3,0,0,1,3.19,2.77,3.38,3.38,0,0,1,0,.45V34.82h-4.49V25.16c0-.79-.23-1.3-1.07-1.3a2.26,2.26,0,0,0-1.49.86Z" transform="translate(-13.39 -3.24)"/><path class="cls-4" d="M25.47,12.35c3.08,0,5.93,1.68,5.54,5.84-.47,5-3.13,7.7-7.31,7.71H20c-.53,0-.79.43-.92,1.31l-.71,4.5c-.11.68-.46,1-1,1H14c-.55,0-.74-.35-.62-1.13l2.81-18c.14-.89.48-1.22,1.08-1.22h8.16ZM19.92,22H22.7c1.73-.07,2.88-1.27,3-3.44a2.09,2.09,0,0,0-2.27-2.28H20.82L19.92,22Zm20.35,9.34c.31-.29.63-.43.58-.08l-.11.83c-.06.44.11.67.52.67h3c.51,0,.75-.2.88-1L47,20.08c.1-.59-.05-.88-.49-.88H43.21c-.3,0-.45.17-.52.63l-.13.72c-.06.37-.23.44-.39.06-.57-1.33-2-1.93-4-1.89-4.67.1-7.81,3.64-8.15,8.18a5.62,5.62,0,0,0,5.57,6.27,6,6,0,0,0,4.7-1.82h0Zm-2.54-1.8A3,3,0,0,1,34.62,26a4.33,4.33,0,0,1,4.17-3.56A3,3,0,0,1,41.91,26a4.35,4.35,0,0,1-4.18,3.57ZM53,19.16H49.89c-.64,0-.89.48-.69,1.06L53,31.37l-3.73,5.31c-.31.44-.07.84.37.84h3.45a1,1,0,0,0,1-.5l11.71-16.8c.37-.52.2-1.06-.4-1.06H62.16c-.56,0-.78.22-1.1.69l-4.89,7.08L54,19.83a.94.94,0,0,0-1-.67Z" transform="translate(-13.39 -3.24)"/><path class="cls-5" d="M78,12.35c3.08,0,5.93,1.68,5.54,5.84-.47,5-3.13,7.7-7.31,7.71H72.58c-.53,0-.78.43-.92,1.31L71,31.71c-.1.68-.45,1-1,1h-3.4c-.55,0-.73-.35-.61-1.13l2.81-18c.14-.89.47-1.22,1.08-1.22ZM72.46,22h2.78c1.73-.07,2.88-1.27,3-3.44A2.09,2.09,0,0,0,76,16.29H73.36L72.46,22Zm20.35,9.34c.31-.29.63-.43.58-.08l-.11.83c-.06.44.12.67.52.67h3c.51,0,.75-.2.88-1l1.86-11.7c.1-.59,0-.88-.49-.88H95.75c-.29,0-.44.17-.52.63l-.12.72c-.07.37-.24.44-.4.06-.56-1.33-2-1.93-4-1.89-4.66.1-7.81,3.64-8.15,8.18a5.63,5.63,0,0,0,5.58,6.27,6,6,0,0,0,4.69-1.82h0Zm-2.53-1.8A3,3,0,0,1,87.16,26a4.34,4.34,0,0,1,4.18-3.56A3,3,0,0,1,94.45,26a4.35,4.35,0,0,1-4.17,3.57Zm14,3.24h-3.49a.43.43,0,0,1-.44-.39s0-.06,0-.08l3.07-19.44a.6.6,0,0,1,.58-.47h3.49a.41.41,0,0,1,.43.4v.07l-3.07,19.44a.6.6,0,0,1-.58.47Z" transform="translate(-13.39 -3.24)"/></svg> </div> </div> </div> </div> </div> </footer>  <link rel="stylesheet" type="text/css" href="https://cdn.grandviewresearch.com/gvr/css/font-awesome.min.css?v=1.0.93" defer="defer"/><script data-cfasync="false" src="/cdn-cgi/scripts/5c5dd728/cloudflare-static/email-decode.min.js"></script><script type="text/javascript" src="https://cdn.grandviewresearch.com/gvr/js/select2.min.js?v=1.0.93" defer="defer"></script><script type="text/javascript" src="https://cdn.grandviewresearch.com/gvr/js/owl.carousel.js?v=1.0.93" defer="defer"></script><script type="text/javascript" src="https://cdn.grandviewresearch.com/gvr/js/bootstrap.min.js?v=1.0.93" defer="defer"></script><script type="text/javascript" src="https://cdn.grandviewresearch.com/gvr/js/ajax-search-suggest-lib.min.js?v=1.0.93" defer="defer"></script><script type="text/javascript" src="https://cdn.grandviewresearch.com/gvr/js/hilitor.js?v=1.0.93" defer="defer"></script><script type="text/javascript" src="https://cdn.grandviewresearch.com/gvr/js/jquery-4.3.0.form.min.js?v=1.0.93" defer="defer"></script><script type="text/javascript" src="https://cdn.grandviewresearch.com/gvr/js/custom.js?v=1.0.93" defer="defer"></script><script type="text/javascript" src="https://cdn.grandviewresearch.com/gvr/js/autosearch.js?v=1.0.93" defer="defer"></script>  <script type="text/javascript" src="https://cdn.grandviewresearch.com/gvr/js/jquery.cookiefy.js?v=1.0.93" defer="defer"></script> <div class="scrollup" style="display: block; background: rgb(24, 221, 239); border-radius: 25px; text-align: center; color: rgb(255, 255, 255); padding-top: 10px; box-shadow: rgba(0, 0, 0, 0.14) 0px 6px 20px !important;"><svg stroke="currentColor" fill="currentColor" stroke-width="0" viewBox="0 0 448 512" height="1em" width="1em" xmlns="http://www.w3.org/2000/svg"><path d="M34.9 289.5l-22.2-22.2c-9.4-9.4-9.4-24.6 0-33.9L207 39c9.4-9.4 24.6-9.4 33.9 0l194.3 194.3c9.4 9.4 9.4 24.6 0 33.9L413 289.4c-9.5 9.5-25 9.3-34.3-.4L264 168.6V456c0 13.3-10.7 24-24 24h-32c-13.3 0-24-10.7-24-24V168.6L69.2 289.1c-9.3 9.8-24.8 10-34.3.4z"></path></svg></div> <div id="loaderTemplateContainer" style="display:none;"> <div class="wrap-loading"> <div class="loading loading-2"></div> <div class="loading-text">Please wait while we are processing your request...</div> </div> </div> <style type="text/css"> .wrap-loading { background: rgba(246, 246, 246, 0.9); } .loading-text { left: 33%; top: 50%; position: absolute; margin-top: 30px; font-weight: normal; transform: none; text-shadow: none; font-size: 14px; width: 168px !important; } .modal-body .loading-text { left: 36%; } body a:hover, #rprt_summary a:hover{ text-decoration:none !important; } .pagination .current { float: left; padding: 0 14px; color: #fff; cursor: default; line-height: 34px; text-decoration: none; border: 1px solid #5ccbf5; border-left: 0; font-weight: bold; background: #5ccbf5; } .pagination span:hover { float: left; padding: 0 14px; color: #fff; cursor: default; line-height: 34px; text-decoration: none; border: 1px solid #5ccbf5; border-left: 0; font-weight: bold; background: #5ccbf5; } </style> <script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/node-uuid/1.4.8/uuid.js" async></script> <script> var cookieValue = getCookie('_ga_custom_user_id'); if (!cookieValue) { var uid = uuid(); setCookie('_ga_custom_user_id', uid, 365); gtag('set', {'user_id': uid}); // Set the user ID using signed-in user_id. var dimensionValue = uid; ga('set', 'dimension3', dimensionValue); } else { gtag('set', {'user_id': cookieValue}); // Set the user ID using signed-in user_id. var dimensionValue = cookieValue; ga('set', 'dimension3', dimensionValue); } function setCookie(cname, cvalue, exdays) { var d = new Date(); d.setTime(d.getTime() + (exdays * 24 * 60 * 60 * 1000)); var expires = "expires=" + d.toUTCString(); document.cookie = cname + "=" + cvalue + ";" + expires + ";path=/"; } function getCookie(cname) { var name = cname + "="; var decodedCookie = decodeURIComponent(document.cookie); var ca = decodedCookie.split(';'); for (var i = 0; i < ca.length; i++) { var c = ca[i]; while (c.charAt(0) == ' ') { c = c.substring(1); } if (c.indexOf(name) == 0) { return c.substring(name.length, c.length); } } return null; } </script> <script> setTimeout(function() { /*var script = document.createElement('script'); script.async = true; script.setAttribute("data-account", "83176"); script.setAttribute("data-user", "73924"); script.src = 'https://a.omappapi.com/app/js/api.min.js'; document.querySelector('head').appendChild(script); }, 3000);*/ /*var script_hs = document.createElement('script'); script_hs.async = true; script_hs.id = 'hs-script-loader'; script_hs.src = '//js.hs-scripts.com/4665480.js'; document.querySelector('head').appendChild(script_hs);*/ </script>  </body> </html>

CINXE.COM

Research Methodology adopted by Grand View Research team to compile accurate research reports across various industry verticals