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Blood Collection Tubes Market (By Product Type: Serum Separating Tubes, EDTA Tubes, Plasma Separation Tubes, Serum Tubes; By Material Type: Glass, Plastics, Others; By End-User: Diagnostic Centers, Healthcare Centers, Research and Development Centers,) - Global Industry Analysis, Size, Share, Growth, Trends, Regional Analysis And Forecast 2024 To 2033

Blood Collection Tubes Market Size and Growth 2024 to 2033

The global blood collection tube market size was valued at USD 12.25 billion in 2023 and is expected to be worth around USD 25.81 billion by 2033, growing at a compound annual growth rate (CAGR) of 7.73% from 2024 to 2033. U.S. blood collection tubes market size was valued at USD 4 billion in 2023.

Blood Collection Tubes Market Size 2024 to 2033

Blood collection tubes are specially made-containers for collecting, storing, and transporting blood samples for laboratory testing. Tubes may be packed with additives that maintain blood and allow its usability to conduct other tests. The anticoagulant contains chemicals that inhibit clotting, while others are the gel separators separating the blood cells from the serum in the tube. Color-coded blood collection tubes are required for diagnostic procedures, which indicate their uses and contents. They help in the testing of accurate blood chemistry, hematology, and other medical evaluations. Proper usage and handling of these tubes are quite important to preserve the integrity of the samples and to ensure the reliability of the test results.

Report Highlights

  • North America is leading the market and accounted revenue share of 41.90% in 2023.
  • Europe has generated revenue share of around 27.40% in 2023.
  • By product, the EDTA tubes segment has captured revenue share of around 43% in 2023.
  • By end user, the healthcare centers segment has accounted highest revenue share in 2023, however the diagnostic centers segment is expected to witness highest growth during the forecast period.

Blood Collection Tubes Market Growth Factors

  • The trend of chronic diseases is on the increase: Advances in diseases such as diabetes, heart disease, and cancers also increase the need to go for a regular diagnosis worldwide. For monitoring diseases in the patient's system through blood, the rate at which they visit a healthcare facility demands more the demand for hospital blood collection tubes.
  • More advanced technologies in medicine: Continuous innovations in medical technology make it possible to collect blood effectively and efficiently through streamlined processes. Better materials used in the manufacturing of blood collection tubes along with innovative designs ensure that samples are kept better preserved; this has been one of the contributory factors to the rise in the blood collection tube market.
  • Health Infrastructure Building: The need for blood collection tubes is determined to increase in step with the establishment of the infrastructure for health care across different countries, primarily within the developing regions. Several more hospitals, clinics, and laboratories have been erected within these regions, so the demand to purchase good and safe blood collection products essential for diagnostic testing arises.
  • Turning Towards Automation: The medical industry is, in itself, very welcoming and receptive to adopting automated systems for the collection and processing of blood. Not only is it efficient, thus reducing human error which is beneficial to patient safety but also creates a market for automation within the blood collection tubes in conjunction with such systems.
  • Integration with Digital Health Records: This movement toward digital health records is transforming the management of medical data. The use of barcoded or RFID-tagged blood collection tubes allows for easy tracking and integration into electronic health records, hence making the data more accessible and the patient easier to manage.
  • Evolution of Point-of-Care Diagnostics: Demand is now arising in the area of point-of-care diagnostic solutions that may present quick tests and their outcomes. Specialized collection tubes for POC blood sampling are also becoming popular because this can only aid faster diagnosis and decision-making towards treatment leading to improved patient outcomes.

Report Scope

Area of Focus Details
Market Size in 2024 USD 13.20 Billion
Estimated Market Size in 2033 USD 25.81 Billion
Growth Rate 2024 to 2033 7.72%
High-impact Region North America
Fastest Expanding Region Asia-Pacific
Key Segments Product, Material, End User, Region
Key Companies Abacus ALS, Greiner AG, Nipro Medical Corporation, Abbott, Quest Diagnostics, Qiagen, Improve Medical, Medtronic, SARSTEDT AG & Co. KG, Chengdu Rich Science Industry Co., Ltd.

Blood Collection Tubes Market Dynamics

Drivers

  • Technological Advancements: Advanced technologies like vacuum-sealed tubes and specialty additives that help preserve the sample are important drivers in the blood collection tube market. These innovations make tests more accurate and the results more reliable, hence more and more adopted in clinical practices.
  • Increased Diagnostic Tests: Preventive health care and recurrent checkups have increased diagnostic tests. All these signify an increase in the usage of blood collection tubes- the hub of the whole testing process.
  • Home Healthcare: The need for home healthcare is an emerging trend that gains acceptance with every passing day due to the increasing awareness regarding the convenience and accessibility it can provide. Such need also increases the demand for portable blood collection solutions, and self-collection kits do increase the demand for specific tubes for these kinds of applications.

Restraint

  • Risk of Contamination: Since the process of blood sample collection needs to be sterile as contamination can lead to the wrong test outcome, some concerns regarding contamination risks might restrict the adoption of a few products or necessitate extremely stringent protocols, thus hindering market growth even more.
  • Testing protocols variation: Testing protocols tend to vary from one region or healthcare setting to another, which causes more confusion for the manufacturers and users. Variation is confusion, inefficiency, and even results that may not be produced in a precise manner. This may hamper the acceptance of standard blood collection tubes.

Challenges

  • Maintaining the Quality of Product: Blood collection tubes should be effective and reliable so that the quality is well maintained. Manufacturing on a large scale with strict control of quality is quite challenging.
  • Adapting to Changes: The way new technologies have been presenting themselves in the medical sector is a speed test, quite really for blood collection tube makers. Companies, therefore, should always look to innovate a product line according to a change made by a new technology.
  • Overcoming Resistance to Change: There is a different kind of resistance to the new blood collection technologies or methods from healthcare professionals as there has been a traditional way of doing it for so long. This slows down the initial implementation of the innovative solution that can act as a challenge to market growth.

Blood Collection Tubes Market Segmental Analysis

Product Analysis

Based on product, the market is segmented into serum separating tubes, EDTA tubes, plasma separation tubes, and serum tubes. The EDTA tubes segment has generated highest revenue share in 2023.

EDTA Tubes: EDTA tubes refer to preservative anticoagulants containing EDTA and preventing the coagulation of blood. They greatly help in test cases when the patient is diagnosed with hematological cases or cases under CBC and blood smear tests. The EDTA is used to preserve all cellular structures within the blood. Then it is a little easier to view those structures without the clot, which is formed by this process of coagulation and will interfere with such observation. These tubes prove very essential for research studies about blood cells and study morphology and count.

Serum Separating Tubes: Serum separating tubes SSTs are special collection tubes designed for the drawing and separation of serum from other components in the blood specimen. They have a semi-solid gel separating between the serum and the blood after centrifugation. Separation is therefore easy when the gel has been exposed to centrifugal force: serum separating tubes are generally applied in biochemical and immunoassays. SSTs are also used since they are easy to dispose of and reduce the risks of contamination, an element that is considered when using these for testing.

Plasma Separation Tubes: Plasma separation tubes are designed to collect blood samples and separate plasma from blood cells on centrifugation. They often contain additives that help release plasma. These tubes are thus best suited for tests that require plasma, such as coagulation studies and some biochemical analyses. Plasma separates clearly and allows the precise measurement of many substances present in plasma, thereby enhancing the reliability of diagnostic results.

Serum Tubes: Fastened serum tubes are designed to allow rapid serum collection and separation. The clotting is usually faster than normal such that serum is ready quite fast, and that matters in urgent medical practice conditions. They are indispensable and very useful in the Emergency Department or any POC testing since time impacts patient management greatly. Its quick turnaround makes the test a crucial tool for application in fast-paced clinical surroundings.

Blood Collection Tubes Market Regional Analysis

The blood collection tube marketis segmented into several key regions: North America, Europe, Asia-Pacific, and LAMEA (Latin America, Middle East, and Africa). The North America has held dominant position in the market in 2023. The Asia-Pacific is expected to witness highest growth in the forecast period.

Why is North America accounts for the largest share in blood collection tube market?

The North America blood collection tube market size was valued at USD 5.13 billion in 2023 and is expected to reach around USD 10.81 billion by 2033. North America, which mainly comprises the United States and Canada, accounts for the largest share of the blood collection tube market. The region has a well-developed healthcare infrastructure, a high prevalence of chronic diseases, and a high investment in research and development. The U.S. is one of the major medical innovation hubs, which ensures constant demand for high-quality blood collection products. The healthcare system of Canada also supports the adoption of modern blood collection technologies, thereby contributing to the growth of the market.

North America Blood Collection Tubes Market Size 2024 to 2033

Europe Blood Collection Tube Market Trends

The Europe blood collection tube market size was estimated at USD 3.36 billion in 2023 and is projected to hit around USD 7.07 billion by 2033. The countries dominating the other continent, Europe, which also possesses a huge demand for these blood collection tubes are Germany, France, the UK, and Italy. It sets a well-structured frame and has its regulatory norms at very high levels that give more importance to patients' safety and efficiency levels of the laboratories. A much higher level of infectious disease occurrence in patients with respective appropriate practice in offering a donation of blood is needed which is in huge demand hence bringing more scopes into existence there.

Why is Asia-Pacific growing at a high speed in the blood collection tube market?

The Asia-Pacific blood collection tube market size was accounted for USD 2.63 billion in 2023 and is predicted to surpass around USD 5.55 billion by 2033. The Asia-Pacific region includes countries like China, India, Japan, and Australia. In the blood collection tubes market, this region is growing at a high speed. It is driven by increasing healthcare expenditure, growth in population, and more awareness regarding health issues related to blood. Additionally, healthcare infrastructure in the region is also improving and has paved the way to allow modern technologies of blood collection.

Blood Collection Tubes Market Share, By Region, 2023 (%)

LAMEA Blood Collection Tube Market Trends

The LAMEA blood collection tube market was valued at USD 1.13 billion in 2023 and is anticipated to reach around USD 2.37 billion by 2033. The LAMEA region comprises Latin America, the Middle East, and Africa, which is slowly becoming a developing market for blood collection tubes. Latin America's countries like Brazil and Mexico are improving their healthcare sectors, therefore generating higher demand for medical supplies. For instance, investments are made by the UAE and Saudi Arabia in the health development of the Middle East region. States in African regions highlighted improved health access and concerns about public health issues. Even though the market remains at its developing stage, immense growth opportunities are stated based on the growing level of awareness and healthcare investments.

Blood Collection Tubes Market Top Companies

  • Abacus ALS
  • Greiner AG
  • Nipro Medical Corporation
  • Abbott
  • Quest Diagnostics
  • Qiagen
  • Improve Medical
  • Medtronic
  • SARSTEDT AG & Co. KG
  • Chengdu Rich Science Industry Co., Ltd.

The major players dominate the blood collection tube industry by quite a significant margin. They areAbacus ALS, Greiner AG, Nipro Medical Corporation, Abbott, and Quest Diagnostics, with strong product offerings and wide distribution networks. These companies are highly invested in R&D for making innovations and designing better tubes for the sake of safety in blood collection with maximum efficiency. Strategic collaborations with healthcare providers allow them to strengthen their standing in the market, open avenues to meet the emergent needs of high-quality diagnosis, and enhance their quality due to adherence to regulatory provisions and quality assurance.

CEO Statements

Saori Dubourg, CEO of Greiner AG

  • “At Greiner AG, we are dedicated to advancing healthcare through innovative blood collection solutions that prioritize both safety and efficiency. Our commitment to quality ensures that healthcare professionals can rely on our products to deliver the best outcomes for patients.”

Akira Shimizu, CEO ofNipro Medical Corporation

  • “At Nipro Medical Corporation, we are committed to advancing healthcare through innovative and reliable blood collection solutions. Our state-of-the-art blood collection tubes are designed to ensure accuracy, safety, and efficiency in laboratory diagnostics. We understand the critical role our products play in patient care, and we continuously strive to exceed industry standards while meeting the evolving needs of healthcare professionals.”

Shayne Christensen, CEO of Abacus ALS

  • "At Abacus ALS, we are committed to advancing healthcare through innovation. Our Blood Collection Tubes are designed with precision and reliability in mind, ensuring accurate sample collection and analysis. We understand that every detail matters in patient care, and our products reflect our dedication to quality and safety. We are proud to contribute to the medical community's efforts to deliver the best outcomes for patients."

Recent Developments

Recent innovations in the blood collection tube sector reflect a vibrant landscape of strategic collaborations from key players such as Abacus ALS, Greiner AG, Nipro Medical Corporation, Abbott, and Quest Diagnostics. These players are driving innovation in terms of tube design, material, and safety features to make samples more robust, minimizing the risk of contamination while making patients comfortable. Some of these innovations include special tubes for specific tests and automated systems to reduce the tedium of collecting blood. These inventions embody the spirit of competition to fill in the gaps in healthcare and to streamline laboratory practices.

Recent Developments

  • In February 2022, the new RNA-completed BCT from Abacus dx maintained a stable concentration of cell-free RNA with decreased extracellular vesicles. Samples were stable for up to seven days when left at room temperature thus alleviating collection, transportation, and storage. Isolated cfRNA was suitable for use in many applications, including ddPCR and NGS, and worked with existing plasma nucleic acid isolation kits and low-input RNA library prep kits. Downstream applications of the isolated extracellular vesicles included NTA or analysis of EV-associated cargo.
  • In February 2023, Nipro Medical Corporation developed the DROP-ITTM multi-use blood collection tube holder. The multi-use device came with an innovative quick-release mechanism that facilitated the safe removal of contaminated sharps, making it easier and safer. It was more economical than disposable blood collection tube holders because it was advised to be used up to 100 times.
  • In August 2023, Quest Diagnostics launched the first over-the-counter at-home direct-to-consumer blood test available without a prescription. This is AD-Detect, which detects amyloid beta proteins in patients' systems. The product is a commercially available kit priced at USD 399 and comes with an added charge of $13 to be paid separately at the physician-supervising stage. In that regard, people residing in states across the nation except Alaska, Arizona, and Hawaii can order over the Internet from the facility of any one of hundreds of online selling centers. The test was carried out at any of the 2,100 labs Quest conducted across the nation following a prescription from an independent network of physicians. This is to open more screening opportunities to patients as other Alzheimer's drugs are also slated to be released in the pipeline.

The blood collection tubes industry is ready to take off. It has been observed that major companies such as Abacus ALS, Greiner AG, Nipro Medical Corporation, Abbott, and Quest Diagnostics are developing novel tube technologies, improving safety features, and enhancing the efficiency of blood collection. Investment in research and development along with their focus on filling the specific gaps in health care will enable them to extend their products and market standards. As they add high-technology materials and automation to their products, the market is going to see massive growth, thereby benefiting both the healthcare service providers and users.

Market Segmentation

By Product

  • Serum Separating Tubes
  • EDTA Tubes
  • Plasma Separation Tubes
  • Serum Tubes

By Material

  • Glass
  • Plastics
    • PET
    • PP
    • PS
    • Others

By End-User

  • Diagnostic Centers
  • Healthcare Centers
  • Research and Development Centers

By Region

  • North America
  • APAC
  • Europe
  • LAMEA

Chapter 1. Market Introduction and Overview
1.1    Market Definition and Scope
1.1.1    Overview of Blood Collection Tubes
1.1.2    Scope of the Study
1.1.3    Research Timeframe
1.2    Research Methodology and Approach
1.2.1    Methodology Overview
1.2.2    Data Sources and Validation
1.2.3    Key Assumptions and Limitations

Chapter 2. Executive Summary
2.1    Market Highlights and Snapshot
2.2    Key Insights by Segments
2.2.1    By Product Overview
2.2.2    By Material Overview
2.2.3    By End User Overview
2.3    Competitive Overview

Chapter 3. Global Impact Analysis
3.1    COVID 19 Impact on Blood Collection Tubes Market
3.1.1    COVID-19 Landscape: Pre and Post COVID Analysis
3.1.2    COVID 19 Impact: Global Major Government Policy
3.1.3    Market Trends and Opportunities in the COVID-19 Landscape
3.2    Russia-Ukraine Conflict: Global Market Implications
3.3    Regulatory and Policy Changes Impacting Global Markets

Chapter 4. Market Dynamics and Trends
4.1    Market Dynamics
4.1.1    Market Drivers
4.1.1.1    Technological Advancement
4.1.1.2    Increased Diagnostic Tests
4.1.1.3    Home Healthcare
4.1.2    Market Restraints
4.1.2.1    High Costs of Advanced Blood Collection Products    
4.1.2.2    Risk of Contamination
4.1.2.3    Testing protocols variation
4.1.3    Market Challenges
4.1.3.1    Maintaining the Quality of Product
4.1.3.2    Adapting to Changes
4.1.3.3    Overcoming Resistance to Change
4.2    Market Trends

Chapter 5. Premium Insights and Analysis
5.1    Global Blood Collection Tubes Market Dynamics, Impact Analysis
5.2    Porter’s Five Forces Analysis
5.2.1    Bargaining Power of Suppliers
5.2.2    Bargaining Power of Buyers    
5.2.3    Threat of Substitute Products
5.2.4    Rivalry among Existing Firms
5.2.5    Threat of New Entrants
5.3    PESTEL Analysis
5.4    Value Chain Analysis
5.5    Product Pricing Analysis
5.6    Vendor Landscape
5.6.1    List of Buyers
5.6.2    List of Suppliers

Chapter 6. Blood Collection Tubes Market, By Product
6.1    Global Blood Collection Tubes Market Snapshot, By Product
6.1.1    Market Revenue (($Billion) and Growth Rate (%), 2021-2033
6.1.1.1    Serum Separating Tubes
6.1.1.2    EDTA Tubes
6.1.1.3    Plasma Separation Tubes
6.1.1.4    Serum Tubes

Chapter 7. Blood Collection Tubes Market, By Material
7.1    Global Blood Collection Tubes Market Snapshot, By Material
7.1.1    Market Revenue (($Billion) and Growth Rate (%), 2021-2033
7.1.1.1    Glass
7.1.1.2    Plastics

Chapter 8. Blood Collection Tubes Market, By End-User
8.1    Global Blood Collection Tubes Market Snapshot, By End-User
8.1.1    Market Revenue (($Billion) and Growth Rate (%), 2021-2033
8.1.1.1    Diagnostic Centers
8.1.1.2    Healthcare Centers
8.1.1.3    Research and Development Centers

Chapter 9. Blood Collection Tubes Market, By Region
9.1    Overview
9.2    Blood Collection Tubes Market Revenue Share, By Region 2023 (%)    
9.3    Global Blood Collection Tubes Market, By Region
9.3.1    Market Size and Forecast
9.4    North America
9.4.1    North America Blood Collection Tubes Market Revenue, 2021-2033 ($Billion)
9.4.2    Market Size and Forecast
9.4.3    North America Blood Collection Tubes Market, By Country
9.4.4    U.S.
9.4.4.1    U.S. Blood Collection Tubes Market Revenue, 2021-2033 ($Billion)
9.4.4.2    Market Size and Forecast
9.4.4.3    U.S. Market Segmental Analysis 
9.4.5    Canada
9.4.5.1    Canada Blood Collection Tubes Market Revenue, 2021-2033 ($Billion)
9.4.5.2    Market Size and Forecast
9.4.5.3    Canada Market Segmental Analysis
9.4.6    Mexico
9.4.6.1    Mexico Blood Collection Tubes Market Revenue, 2021-2033 ($Billion)
9.4.6.2    Market Size and Forecast
9.4.6.3    Mexico Market Segmental Analysis
9.5    Europe
9.5.1    Europe Blood Collection Tubes Market Revenue, 2021-2033 ($Billion)
9.5.2    Market Size and Forecast
9.5.3    Europe Blood Collection Tubes Market, By Country
9.5.4    UK
9.5.4.1    UK Blood Collection Tubes Market Revenue, 2021-2033 ($Billion)
9.5.4.2    Market Size and Forecast
9.5.4.3    UKMarket Segmental Analysis 
9.5.5    France
9.5.5.1    France Blood Collection Tubes Market Revenue, 2021-2033 ($Billion)
9.5.5.2    Market Size and Forecast
9.5.5.3    FranceMarket Segmental Analysis
9.5.6    Germany
9.5.6.1    Germany Blood Collection Tubes Market Revenue, 2021-2033 ($Billion)
9.5.6.2    Market Size and Forecast
9.5.6.3    GermanyMarket Segmental Analysis
9.5.7    Rest of Europe
9.5.7.1    Rest of Europe Blood Collection Tubes Market Revenue, 2021-2033 ($Billion)
9.5.7.2    Market Size and Forecast
9.5.7.3    Rest of EuropeMarket Segmental Analysis
9.6    Asia Pacific
9.6.1    Asia Pacific Blood Collection Tubes Market Revenue, 2021-2033 ($Billion)
9.6.2    Market Size and Forecast
9.6.3    Asia Pacific Blood Collection Tubes Market, By Country
9.6.4    China
9.6.4.1    China Blood Collection Tubes Market Revenue, 2021-2033 ($Billion)
9.6.4.2    Market Size and Forecast
9.6.4.3    ChinaMarket Segmental Analysis 
9.6.5    Japan
9.6.5.1    Japan Blood Collection Tubes Market Revenue, 2021-2033 ($Billion)
9.6.5.2    Market Size and Forecast
9.6.5.3    JapanMarket Segmental Analysis
9.6.6    India
9.6.6.1    India Blood Collection Tubes Market Revenue, 2021-2033 ($Billion)
9.6.6.2    Market Size and Forecast
9.6.6.3    IndiaMarket Segmental Analysis
9.6.7    Australia
9.6.7.1    Australia Blood Collection Tubes Market Revenue, 2021-2033 ($Billion)
9.6.7.2    Market Size and Forecast
9.6.7.3    AustraliaMarket Segmental Analysis
9.6.8    Rest of Asia Pacific
9.6.8.1    Rest of Asia Pacific Blood Collection Tubes Market Revenue, 2021-2033 ($Billion)
9.6.8.2    Market Size and Forecast
9.6.8.3    Rest of Asia PacificMarket Segmental Analysis
9.7    LAMEA
9.7.1    LAMEA Blood Collection Tubes Market Revenue, 2021-2033 ($Billion)
9.7.2    Market Size and Forecast
9.7.3    LAMEA Blood Collection Tubes Market, By Country
9.7.4    GCC
9.7.4.1    GCC Blood Collection Tubes Market Revenue, 2021-2033 ($Billion)
9.7.4.2    Market Size and Forecast
9.7.4.3    GCCMarket Segmental Analysis 
9.7.5    Africa
9.7.5.1    Africa Blood Collection Tubes Market Revenue, 2021-2033 ($Billion)
9.7.5.2    Market Size and Forecast
9.7.5.3    AfricaMarket Segmental Analysis
9.7.6    Brazil
9.7.6.1    Brazil Blood Collection Tubes Market Revenue, 2021-2033 ($Billion)
9.7.6.2    Market Size and Forecast
9.7.6.3    BrazilMarket Segmental Analysis
9.7.7    Rest of LAMEA
9.7.7.1    Rest of LAMEA Blood Collection Tubes Market Revenue, 2021-2033 ($Billion)
9.7.7.2    Market Size and Forecast
9.7.7.3    Rest of LAMEAMarket Segmental Analysis

Chapter 10. Competitive Landscape
10.1    Competitor Strategic Analysis
10.1.1    Top Player Positioning/Market Share Analysis
10.1.2    Top Winning Strategies, By Company, 2021-2023
10.1.3    Competitive Analysis By Revenue, 2021-2023
10.2    Recent Developments by the Market Contributors (2023)

Chapter 11. Company Profiles
11.1     Abacus ALS
11.1.1    Company Snapshot
11.1.2    Company and Business Overview
11.1.3    Financial KPIs
11.1.4    Product/Service Portfolio
11.1.5    Strategic Growth
11.1.6    Global Footprints
11.1.7    Recent Development
11.1.8    SWOT Analysis
11.2     Greiner AG
11.3     Nipro Medical Corporation
11.4     Abbott
11.5     Quest Diagnostics
11.6     Qiagen
11.7     Improve Medical
11.8     Medtronic
11.9     SARSTEDT AG & Co. KG
11.10   Chengdu Rich Science Industry Co., Ltd.

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FAQ's

The global blood collection tube market size was estimated at USD 12.25 billion in 2023 and is expected to reach around USD 25.81 billion by 2033.

The global blood collection tube market is anticipated to grow at a compound annual growth rate (CAGR) of 7.73% from 2024 to 2033.

The leading players in blood collection tube market are Abacus ALS, Greiner AG, Nipro Medical Corporation, Abbott, Quest Diagnostics, Qiagen, Improve Medical, Medtronic, SARSTEDT AG & Co. KG, Chengdu Rich Science Industry Co., Ltd. and others.

An increased diagnostic tests, emerging need for home healthcare and continuous innovations in medical technology are the driving factors of blood collection tube market.

North America the leading region for blood collection tube market, accounted 41.50% of the total revenue share in 2023.