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class="content"><article class="post-2566 post type-post status-publish format-standard has-post-thumbnail category-industry category-life-science category-technology category-uncategorized tag-collaboration tag-connected-lab tag-data-science tag-digital-lab tag-digital-transformation tag-lab-data-management tag-lab-of-the-future tag-laboratory-information-management-system tag-lims tag-lims-software entry" aria-label="Enhancing the scientific lab experience Part 2: The data-centric environment"><header class="entry-header"><h1 class="entry-title">Enhancing the scientific lab experience Part 2: The data-centric environment</h1> <span class="post-info-author"> By <a href="https://www.thermofisher.com/blog/author/nicolagardner/" title="Posts by Nicola Gardner" rel="author">Nicola Gardner</a> </span> <span class="post-info-date"> 01.25.2023 </span> </header><div class="entry-content"><p><em>This two-part blog series explores how to use LIMS to enhance the overall scientific experience. In our last blog, we focused on how <a href="https://www.thermofisher.com/blog/connectedlab/enhancing-the-scientific-lab-experience-part-1-the-lab-centric-environment/" target="_blank" rel="noopener">flexible interaction with LIMS</a> can improve the lab-centric environment</em> <em>. This time, we delve into how data-centric elements play a role.</em></p> <p><img decoding="async" class="alignnone wp-image-2571 size-full" src="https://www.thermofisher.com/blog/connectedlab/wp-content/uploads/sites/14/2023/01/iStock-1044228822-scaled-e1674673316144.jpg" alt="" width="1894" height="1388" srcset="https://www.thermofisher.com/blog/connectedlab/wp-content/uploads/sites/14/2023/01/iStock-1044228822-scaled-e1674673316144.jpg 1894w, https://www.thermofisher.com/blog/connectedlab/wp-content/uploads/sites/14/2023/01/iStock-1044228822-scaled-e1674673316144-300x220.jpg 300w, https://www.thermofisher.com/blog/connectedlab/wp-content/uploads/sites/14/2023/01/iStock-1044228822-scaled-e1674673316144-1024x750.jpg 1024w, https://www.thermofisher.com/blog/connectedlab/wp-content/uploads/sites/14/2023/01/iStock-1044228822-scaled-e1674673316144-768x563.jpg 768w, https://www.thermofisher.com/blog/connectedlab/wp-content/uploads/sites/14/2023/01/iStock-1044228822-scaled-e1674673316144-1536x1126.jpg 1536w" sizes="(max-width: 1894px) 100vw, 1894px" /></p> <p>One of the main benefits of embracing digital transformation in the laboratory is better management, analysis, and tracking of data, contributing to the overall scientific experience. But laboratories create vast data sets, including experimental and operational data — both of which provide different and critical insights for the lab. With so much data available, how can it be effectively collected and used?</p> <p>Lab data is made more accessible and manageable after digital transformation, most notably thanks to lab information management systems (LIMS). We saw in the first blog how LIMS can enhance the lab-centric environment. But LIMS offer numerous advantages to the data-centric environment in the lab, too:</p> <ul> <li><strong>Improved data integrity</strong>: Results are more reliable and data management is compliant with industry and regulatory standards</li> <li><strong>Solve challenges</strong>: Provide information to help personnel answer important scientific questions</li> <li><strong>Improved decision-making</strong>: Deliver knowledge to support decisions from lab capacity to product batch release</li> </ul> <p>Collecting the data, however, is only part of the solution. To truly gain the most from your LIMS, you need to not only understand the data that is gathered, but also know <a href="https://www.thermofisher.com/blog/connectedlab/lims-reporting-six-tips-to-actionable-data/" target="_blank" rel="noopener">how to make your data actionable</a><u>,</u> and how to organize it properly, to reap the maximum gains for the lab. Collected data that is underutilized does not add maximum benefit, leading to wasted investment. It also means that your organization risks stagnation, as it lacks the important data insights needed to find new and exciting ways to tackle critical business challenges.</p> <p>LIMS offer many capabilities to streamline the collection and analysis of data for better decision-making. This blog explores three areas in which LIMS can be used to enhance the scientific experience through the data-centric environment: management and administration, scientific insight, and lab operations.</p> <h4><strong>Management and administration</strong></h4> <p>Effective management is important in any laboratory environment. It is vital for more than monitoring system access to ensure data security — it can also be used to help understand lab performance and compliance. With so much data available, user-friendly approaches are key for its effective utilization. This is where LIMS come in.</p> <p>The Data Analytics Solution for Thermo Scientific™ SampleManager™ LIMS delivers real-time telemetry data through pre-configured dashboards, leading to simpler system administration (Figure 1). The dashboards output a plethora of data including lab management, sample turnaround times, and incident tracking metrics. With easier-to-interpret data, personnel can quickly make informed decisions to rapidly improve laboratory processes and workflows.</p> <p><img decoding="async" class="alignnone size-full wp-image-2567" src="https://www.thermofisher.com/blog/connectedlab/wp-content/uploads/sites/14/2023/01/Process-performance.png" alt="" width="1160" height="719" srcset="https://www.thermofisher.com/blog/connectedlab/wp-content/uploads/sites/14/2023/01/Process-performance.png 1160w, https://www.thermofisher.com/blog/connectedlab/wp-content/uploads/sites/14/2023/01/Process-performance-300x186.png 300w, https://www.thermofisher.com/blog/connectedlab/wp-content/uploads/sites/14/2023/01/Process-performance-1024x635.png 1024w, https://www.thermofisher.com/blog/connectedlab/wp-content/uploads/sites/14/2023/01/Process-performance-768x476.png 768w" sizes="(max-width: 1160px) 100vw, 1160px" /></p> <h4><strong>Scientific insight</strong></h4> <p>As well as using current data to check up on processes in the lab, historic data can be used to see trends. <strong>Profiling</strong> comes as part of the Data Analytics Solution, using existing data and machine learning (ML) capabilities to predict test results.</p> <p>Profiling is a highly useful capability that reduces the need for expensive/complicated tests by predicting the outcome in advance. This enables researchers to determine if a sample will “fail early” with fewer tests, thereby reducing consumables costs and saving sample analysis time. The Profiling capability can be used to gain scientific insight across a range of fields, from <a href="https://www.thermofisher.com/blog/connectedlab/using-machine-learning-techniques-in-wine-quality-testing/" target="_blank" rel="noopener">wine quality testing</a> to predicting drug activity.</p> <h4><img loading="lazy" decoding="async" class="alignnone size-full wp-image-2568" src="https://www.thermofisher.com/blog/connectedlab/wp-content/uploads/sites/14/2023/01/Profiling.png" alt="" width="1611" height="798" srcset="https://www.thermofisher.com/blog/connectedlab/wp-content/uploads/sites/14/2023/01/Profiling.png 1611w, https://www.thermofisher.com/blog/connectedlab/wp-content/uploads/sites/14/2023/01/Profiling-300x149.png 300w, https://www.thermofisher.com/blog/connectedlab/wp-content/uploads/sites/14/2023/01/Profiling-1024x507.png 1024w, https://www.thermofisher.com/blog/connectedlab/wp-content/uploads/sites/14/2023/01/Profiling-768x380.png 768w, https://www.thermofisher.com/blog/connectedlab/wp-content/uploads/sites/14/2023/01/Profiling-1536x761.png 1536w" sizes="(max-width: 1611px) 100vw, 1611px" /></h4> <h4><strong>Lab operations</strong></h4> <p>Data analytics solutions can also use historical data to improve lab operations. There are several insightful tasks that such solutions enable users to:</p> <ul> <li><strong>Monitor KPIs</strong> for better understanding of performance</li> <li><strong>Predict outages</strong> to avoid disruption</li> <li><strong>Identify and avoid rework</strong> for more efficient operations</li> </ul> <p>The SampleManager LIMS Data Analytics Solution uses historical data for better <strong>forecasting</strong>, allowing the lab to plan for what is coming. By using these insights for planning, lab personnel can be hired, trained, or relocated in preparation for future needs. Lab stocks can also be replenished when necessary, reducing delays in workflows. And finally, future goals — including the number of tests required and workflow durations — can be defined, leading to greater process insights.</p> <p><img loading="lazy" decoding="async" class="alignnone size-full wp-image-2569" src="https://www.thermofisher.com/blog/connectedlab/wp-content/uploads/sites/14/2023/01/Lab-resource-management.png" alt="" width="1160" height="720" srcset="https://www.thermofisher.com/blog/connectedlab/wp-content/uploads/sites/14/2023/01/Lab-resource-management.png 1160w, https://www.thermofisher.com/blog/connectedlab/wp-content/uploads/sites/14/2023/01/Lab-resource-management-300x186.png 300w, https://www.thermofisher.com/blog/connectedlab/wp-content/uploads/sites/14/2023/01/Lab-resource-management-1024x636.png 1024w, https://www.thermofisher.com/blog/connectedlab/wp-content/uploads/sites/14/2023/01/Lab-resource-management-768x477.png 768w, https://www.thermofisher.com/blog/connectedlab/wp-content/uploads/sites/14/2023/01/Lab-resource-management-320x200.png 320w" sizes="(max-width: 1160px) 100vw, 1160px" /></p> <h4><strong>Enhance the scientific experience with LIMS</strong></h4> <p>Enhancing the scientific experience offers many benefits to the lab, bringing higher productivity, happier personnel, reduced errors, and reproducible results all within reach. But there are many moving parts, and improving both lab-centric and data-centric aspects are fundamental to expand the overall lab experience.</p> <p><a href="https://www.thermofisher.com/us/en/home/digital-solutions/lab-informatics/lab-information-management-systems-lims.html" target="_blank" rel="noopener">LIMS are the glue that brings these two distinct sides together</a>, providing a holistic approach and integrated solution to improve the lab experience. Ready to learn more? Discover how to make the most of digital transformation by using <a href="https://www.thermofisher.com/blog/connectedlab/laboratory-orchestration-the-next-step-in-digital-transformation/" target="_blank" rel="noopener">laboratory orchestration engines</a> to create a truly connected ecosystem</p> <aside class="mashsb-container mashsb-main "><div class="mashsb_above_buttons">Share this article </div><div class="mashsb-box"><div class="mashsb-buttons"><a class="mashicon-facebook mash-large mashsb-noshadow" href="https://www.facebook.com/sharer.php?u=https%3A%2F%2Fwww.thermofisher.com%2Fblog%2Fconnectedlab%2Fenhancing-the-scientific-lab-experience-part-2-the-data-centric-environment%2F" target="_top" rel="nofollow"><span class="icon"></span><span class="text">Facebook</span></a><a class="mashicon-linkedin mash-large mashsb-noshadow" 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href="https://www.thermofisher.com/blog/connectedlab/a-lims-to-help-science-agency-solve-problems/"><img width="310" height="274" src="https://www.thermofisher.com/blog/connectedlab/wp-content/uploads/sites/14/2023/12/CSIRO-laboratory-310x274.jpg" class="attachment-grid size-grid wp-post-image" alt="Scientists working in CSIRO laboratory" decoding="async" loading="lazy" /></a> <span class="grid-content"> <h4 class="entry-title"><a href="https://www.thermofisher.com/blog/connectedlab/a-lims-to-help-science-agency-solve-problems/">A LIMS to Help Science Agency Solve Problems</a></h4> <p>Australia’s national science agency CSIRO is solving the g... </p> <a href="https://www.thermofisher.com/blog/connectedlab/a-lims-to-help-science-agency-solve-problems/" class="read-more">Read More <i class="fa fa-icon fa-chevron-right"></i></a> </span> </div> </div></div></article><section class="author-box"><div class="author-avatar one-sixth first"><a 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Nicola outlines initiatives to help organizations work toward digital transformation, with a focus on Digital Science capabilities built to enhance compliance and productivity in process industries and manufacturing QA/QC.</p> </div></section> <div id="respond" class="comment-respond"> <h3 id="reply-title" class="comment-reply-title">Leave a Reply <small><a rel="nofollow" id="cancel-comment-reply-link" href="/connectedlab/enhancing-the-scientific-lab-experience-part-2-the-data-centric-environment/#respond" style="display:none;">Cancel reply</a></small></h3><form action="https://www.thermofisher.com/blog/connectedlab/wp-comments-post.php" method="post" id="commentform" class="comment-form" novalidate><p class="comment-notes"><span id="email-notes">Your email address will not be published.</span> <span class="required-field-message">Required fields are marked <span class="required">*</span></span></p><p class="comment-form-comment"><label for="comment">Comment <span class="required">*</span></label> <textarea id="comment" name="comment" cols="45" rows="8" maxlength="65525" required></textarea></p><p class="comment-form-author"><label for="author">Name <span class="required">*</span></label> <input id="author" name="author" type="text" value="" size="30" maxlength="245" autocomplete="name" required /></p> <p class="comment-form-email"><label for="email">Email <span class="required">*</span></label> <input id="email" name="email" type="email" value="" size="30" maxlength="100" aria-describedby="email-notes" autocomplete="email" required /></p> <p class="comment-form-url"><label for="url">Website</label> <input id="url" name="url" type="url" value="" size="30" maxlength="200" autocomplete="url" /></p> <p class="comment-form-cookies-consent"><input id="wp-comment-cookies-consent" name="wp-comment-cookies-consent" type="checkbox" value="yes" /> <label for="wp-comment-cookies-consent">Save my name, email, and website in this browser for the next time I comment.</label></p> <p class="form-submit"><input name="submit" type="submit" id="submit" class="submit" value="Post Comment" /> <input type='hidden' name='comment_post_ID' value='2566' id='comment_post_ID' /> <input type='hidden' name='comment_parent' id='comment_parent' value='0' /> </p><p style="display: none;"><input type="hidden" id="akismet_comment_nonce" name="akismet_comment_nonce" value="ee208c3324" /></p><p style="display: none !important;" class="akismet-fields-container" data-prefix="ak_"><label>Δ<textarea name="ak_hp_textarea" cols="45" rows="8" maxlength="100"></textarea></label><input type="hidden" id="ak_js_2" name="ak_js" value="184"/><script>document.getElementById( "ak_js_2" ).setAttribute( "value", ( new Date() ).getTime() );</script></p></form> </div> <div class="adjacent-entry-pagination pagination"><div class="pagination-previous alignleft"><i class="fa fa-icon fa-chevron-left"></i> <a href="https://www.thermofisher.com/blog/connectedlab/introducing-hl7-messaging-capabilities-part-of-a-suite-of-product-functionality-updates-in-samplemanager-lims-software-v21-1/" rel="prev">Introducing SampleManager LIMS software’s HL7 capabilities</a></div><div class="pagination-next alignright"><a href="https://www.thermofisher.com/blog/connectedlab/three-reasons-you-should-implement-a-lims-in-your-lab/" rel="next">Three reasons you should implement a LIMS in your lab</a> <i class="fa fa-icon fa-chevron-right"></i></div></div></main></div></div><footer class="site-footer"><div class="wrap"><div class="creds"><p class="footer-links"><a href="https://corporate.thermofisher.com/en/footer/privacy-statement.html" target="_blank" rel="noopener noreferrer">Privacy Statement</a><a href="https://corporate.thermofisher.com/en/footer/terms-and-conditions.html" target="_blank" rel="noopener noreferrer">Terms & Conditions</a><a href="/blog/locations/">Locations</a><a href="/blog/sitemap/">Sitemap</a></p><p>© 2024 <a href="https://www.thermofisher.com">Thermo Fisher Scientific</a>. 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