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- Standardization in the laboratory: An overview
Key takeaways
- Standardizing laboratory processes leads to more consistent and comparable test results across sites, enhancing overall quality
- Laboratory standardization drives efficiency by reducing errors, minimizing duplicate efforts, and lowering costs while saving valuable time
- Clinical standardization in labs supports better patient care and satisfaction, while aligning with value-based care initiatives
Laboratory professionals across the globe are encountering the term “laboratory standardization” more often in their daily work. But what does it really mean, and why does it matter for the future of laboratory operations?
At its core, lab standardization involves implementing uniform procedures, equipment, and protocols so that testing is performed consistently, regardless of time and location.1,2 Adopting common standards allows laboratories and laboratory networks to deliver consistently high-quality, reliable results. In today’s healthcare environment, marked by consolidated health systems, data-driven care, and the demand for faster, more precise care, laboratory standardization is no longer optional; it is essential for delivering dependable results efficiently.3
When labs commit to standardization, they typically achieve measurable improvements in testing accuracy and turnaround times (TAT).4,5 These benefits extend beyond the lab, supporting clinicians with timely information, lowering costs for health systems, and ultimately improving patient care. We explore what standardization looks like in practice and highlight the impact on quality, efficiency, workflows, patient care, and even financial performance.
The benefits of standardization in laboratory settings
In a laboratory context, standardization means establishing a unified approach to processes so that results remain comparable across locations and time. The dictionary defines “to standardize” as “to bring to or make of an established standard size, weight, quality, or strength”. In practice, this translates into labs using the same methods, measurements, and quality benchmarks across the board. The goal is straightforward: a test conducted in one lab should yield results equivalent to the same test performed elsewhere.3,4
By following shared standards (such as common reagents, instruments, reference ranges, and operating procedures), laboratories reduce unwarranted variation.1,2 This uniformity ensures that clinicians and patients can rely on results that are both accurate and reproducible. Without it, even subtle differences, such as those seen in thyroid assays where reference ranges vary, can cloud interpretation and affect care decisions.
Harmonizing instruments and protocols removes those discrepancies, strengthening patient safety and supporting more confident clinical decision-making. The same consistency also simplifies compliance with regulatory and accreditation requirements, because everyone is working from the same playbook.4-6
Why laboratory standardization is essential today
Modern healthcare trends have made lab standardization not just advantageous, but essential. One driving force is the consolidation of health systems. As hospitals and clinics join large networks that span regions, patients often move between facilities and expect uniform laboratory services wherever they go. If each site uses different testing methods or reporting formats, confusion can arise for both patients and providers. A consistent lab experience is crucial for maintaining trust and supporting smooth clinical operations in a big healthcare network.6
Another driver is the shift toward digital workflows and data integration. Labs today rely on electronic medical records (EMRs) and laboratory information systems (LIS) to handle orders and results. These systems work best when labs use common processes, codes, units, and data formats. Harmonization minimizes errors and enables seamless data sharing across facilities. Many networks have even transitioned from multiple EMRs or LIS platforms to a single, unified system—an effort that accelerates standardization and delivers one coherent lab report for clinicians.4,7
Finally, laboratories face mounting pressure to improve efficiency and reduce costs. Standardizing methods directly addresses these demands by eliminating duplicate work, streamlining training, and creating opportunities for bulk purchasing of supplies.3
In short, standardization supports consistency, scalability, and interoperability. These qualities are indispensable as labs modernize and expand their role in delivering value-driven care.
The benefits of clinical standardization in labs
When a lab undertakes clinical standardization of its practices, the rewards span across quality, operational efficiency, and even financial outcomes. Below are some of the key advantages.
Improved quality and result comparability
Standardization directly elevates the quality of laboratory results. Tests performed under validated, uniform protocols tend to be more accurate and reproducible. In fact, research confirms that standardized laboratory testing often produces more reliable outcomes than non-standardized approaches. Using the same reagents, instruments, and calibration methods reduces variability, ensuring that a sample tested in Lab A will align closely with results from Lab B. This comparability gives clinicians confidence that trends reflect the patient, not the testing method.1–3
Harmonization also enables the establishment of shared reference intervals and reporting units, which is important for consistent interpretation. Without it, the same test could be reported differently across facilities, creating confusion and even misdiagnosis. For example, one health network found that variations in cardiac troponin assays hindered consistent result interpretation, potentially prompting missed or incorrect diagnoses. Transitioning to a single, standardized assay removed this uncertainty, improving diagnostic accuracy and patient safety.8
Ultimately, higher quality control and result comparability mean laboratory data can be trusted as a solid foundation for medical decisions. Standardization also fosters a culture of quality, where errors are minimized and any deviations are quickly addressed.
Greater efficiency and reduced costs
When teams follow one playbook, work flows more smoothly, with fewer handoffs and fixes. This harmonization can significantly reduce errors and duplicative efforts. A unified LIS reduces double entry and interface issues, while one set of standard operating procedures (SOPs) lowers re-training needs as staff rotate between departments or sites.4
Where the savings show up:1,3,4
- Fewer repeats: Lower error rates mean less wasted reagents, fewer consumables, and reduced staff time.
- Right-sized test menus: Eliminating duplicate or low-value tests decreases unnecessary throughput and labor.
- Better analyzer utilization: Consolidating high-volume assays onto shared, high-throughput platforms lowers cost per test and smooths TAT.
- Smarter procurement: Using standardized platforms and methods enables volume purchasing and leaner inventory—no need to stock multiple brands or versions of the same supplies.
Streamlined, standardized operations empower laboratories to get results right the first time. The outcome is faster turnaround and measurable financial gains, achieved without adding headcount.
Optimized workflows through lab automation
Standardization lays the groundwork for successful lab automation. Automation systems, such as robotic sample handlers, automated analyzers, and sorting technologies, perform best when processes are uniform and predictable.9
When every technician uses different methods for labeling or preparing samples, it becomes difficult to automate those steps reliably. By contrast, standardized workflows (for example, consistent tube types, barcode formats, and timing) make it straightforward to implement robotic systems or automated tracks that handle routine tasks.10
With standardized processes in place, automated systems can move samples, run analyses, and post results to the LIS with minimal touch points. This reduces human-error risk, improves TAT, and allows skilled laboratory professionals to concentrate on complex analyses, problem-solving, and ensuring quality, rather than repetitive pipetting or data entry.
Standardization also makes laboratories more adaptable. For example, when demand surges, such as during flu season or a public health emergency, labs with automated, standardized workflows can ramp up throughput efficiently to meet the need.5,9,10
Together, standardization and automation create smoother, more reliable workflows that deliver higher volumes without compromising quality—hallmarks of a modern, high-performing laboratory.
Better patient care and satisfaction
By raising both quality and speed, laboratory standardization directly contributes to better patient care. Faster, more accurate test results enable clinicians to make diagnoses and adjust treatments sooner. This ensures patients receive the right care at the right time, improving recovery rates and reducing complications.
Many health systems see concrete improvements, such as:1,3
- Reduced hospital readmissions: Fewer patients return with unresolved. issues when initial, lab-guided treatments are appropriate.
- Shorter hospital stays: Faster diagnostics support quicker treatment decisions.
- Increased patient satisfaction: Patients and families value receiving prompt, accurate results and consistent care.
These benefits reinforce one another. Standardization eliminates the need for repeat testing, giving patients a smoother journey through the healthcare system. Satisfaction rises as communication improves; physicians receive consistent reports across facilities, and patients aren’t faced with site-to-site discrepancies. Clinicians, confident in comparable results across the network, collaborate more effectively, yielding care that feels more coordinated and patient-centered.1
Financial gains through value-based care models
Finally, lab standardization can also drive financial gains for healthcare organizations, particularly in the context of value-based care models. Unlike fee-for-service reimbursement, value-based care rewards hospitals and providers for delivering high-quality and improved patient care.1,3,4
The key levers that drive this paradigm are:1,3,4,5,9,10
- Supports quality metrics: Consistent, accurate results feed the measures that drive reimbursement.
- Cuts downstream costs: Fewer unnecessary tests/treatments (for example, misdiagnoses and medication errors) lower penalties and minimize rework.
- Improves outcomes: Lower readmissions and shorter hospital stays align with value-based purchasing priorities.
- Eliminates redundancy: Unified test menus and harmonized methods reduce waste and raise the clinical value of each test. National analyses link test standardization to savings in the hundreds of millions.
- Optimizes the lab’s cost base: Consolidating platforms streamlines maintenance, training, and inventory requirements.
- Clarifies return on investment (ROI): System-wide reporting on cost per test, TAT, and outcome impact strengthens the lab’s role in strategic budget planning.
By reducing waste, improving efficiency, and enhancing performance on value-based metrics, laboratory standardization positions both labs and health systems to thrive financially in today’s evolving healthcare landscape.
A unified path to higher-performing labs
Standardization in laboratory settings is a strategic lever for improved performance.
Standardized labs with unified processes produce trustworthy data, run leaner operations, and serve as stronger partners in the continuum of care. Leaders who champion this approach set their labs for growth and innovation: integrating new tech, scaling across networks, and driving continuous improvement because everyone is speaking the same language.
The outcome is a modern, resilient laboratory: one that maximizes quality, minimizes waste, and advances patient care with reliable diagnostics. In an era of system consolidation and outcome accountability, standardization isn’t optional—it’s essential essential for delivering high-quality results at scale.1–3
Infographic transcript
Standardize [stan-der-dahyz] verb
- to bring to or make of an established standard size, weight, quality, strength, or the like
- to compare with or test by a standard
- to choose or establish a standard for
source: dictionary.com
“We can't have variation across locations. Our equipment needs to be standardized.”
- Eyas Hattab, MD, MBA, Chair of Pathology and Laboratory Medicine, A.J. Miller Endowed Chair in Pathology, University of Louisville
The benefits
Better quality
Measurements are reliable, reproducible and comparable in laboratories across the healthcare system.
Better efficiency
Fewer errors, duplications and delays can help drive substantial cost savings.
“We went from eight EMRs to one, and we went from two laboratory information systems to one. In that process of designing the EMR, there was a lot of provider input, and that's where we did a lot of the standardization in our organization.”
- Michelle Barthel, MT(ASCP), MHA, System Director of Laboratory Services, Regional Healthha
Optimize workflow
Improved efficiency reduces the time it takes to produce results. Automation of routine processes minimizes the need for manual labor so laboratorians can focus on high-value tasks.
“Effective patient care, clinical research and public health efforts require compatibility of laboratory results independent of time, place and measurement procedure.”1
“As health systems grow, standardizing laboratory practice across all sites is not merely a matter of efficiency, but also holds significance for patient satisfaction, quality of care and overall clinical operations.”2
Improve outcomes
Better and faster lab results lead to improved diagnoses and patient care.
“We went from eight EMRs to one, and we went from two laboratory information systems to one. In that process of designing the EMR, there was a lot of provider input, and that's where we did a lot of the standardization in our organization.”
Reduced readmissions
Shorter hospital stays
Increased patient satisfaction
Increase revenue
Better patient outcomes can drive better reimbursement through alternative payment models (APMs) and value-based care initiatives.
Better customer satisfaction
Ordering physicians value fast and accurate results. C-suite executives value initiatives that reduce costs and improve revenue.
Streamlining laboratory workflows: Strategies for lab leaders
Improving quality and efficiency through laboratory digitalization
The rise of smart labs: The importance of automation in clinical laboratories
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Contributors
Eyas M. Hattab , MD, MBA
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Reference
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- Panteghini M, Forest JC. Standardization in laboratory medicine: New challenges. Clin Chim Acta. 2005;355:1–12. Available from: https://doi.org/10.1016/j.cccn.2004.12.003
- Vesper HW, Myers GL, Miller WG. Current practices and challenges in the standardization and harmonization of clinical laboratory tests. Am J Clin Nutr. 2016;104:907S–912S. Available from: https://doi.org/10.3945/ajcn.115.110387
- Edayan JM et al. Integration technologies in laboratory information systems: A systematic review. Inform Med Unlocked. 2024;50:101566. Available from: https://doi.org/10.1016/j.imu.2024.101566
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- Manukyan E et al. Lab Standardization in the Era of Big Healthcare Networks. Stud Health Technol Inform. 2023;305:491–494. Available from: https://doi.org/10.3233/SHTI230540
- Herman DS, Kavsak PA, Greene DN. Variability and Error in Cardiac Troponin Testing: An ACLPS Critical Review. Am J Clin Pathol. 2017;148:281–295. Available from: https://doi.org/10.1093/ajcp/aqx066
- Cooper AI et al. Accelerating discovery in natural science laboratories with AI and robotics: Perspectives and challenges. Sci Robot. 2025;10:eadv7932. Available from: https://doi.org/10.1126/scirobotics.adv7932
- Nam Y, Park HD. Revolutionizing Laboratory Practices: Pioneering Trends in Total Laboratory Automation. Ann Lab Med. 2025;45:472–483. Available from https://doi.org/10.3343/alm.2024.0581
Infographic references
- Vesper HW, et al. Current practices and challenges in the standardization and harmonization of clinical laboratory tests. Am J Clin Nutr. 2016 Aug 17;104(Suppl 3):907S–912S. Available from: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5004491/.
- Yu E. ADLM. Clinical Laboratory News. Lab Standardization in the Era of Big Healthcare Networks [Internet; cited 2026 May 27]. Available from: https://www.aacc.org/publications/cln/articles/2017/september/lab-standardization-in-the-era-of-big-healthcare-networks.