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Rapid Microbiology Testing Market by Method (Growth, Viability), Product (Automated Microbial Identification & AST System, PCR, Reagent), Application (Clinical Diagnosis, Environmental), End User (Labs, Hospitals, Industry) - Global Forecast to 2023

Rapid Microbiology Testing Market by Method (Growth, Viability), Product (Automated Microbial Identification & AST System, PCR, Reagent), Application (Clinical Diagnosis, Environmental), End User (Labs, Hospitals, Industry) - Global Forecast to 2023
“The rapid microbiology testing market is projected to grow at a CAGR of 8.1% during the forecast period.”
The global rapid microbiology testing market is projected to reach 5.09 billion by 2023 from USD 3.45 billion in 2018 at a CAGR of 8.1%. Growth in the rapid microbiology testing market can be attributed to factors such as increasing food safety concerns; the rising prevalence of infectious diseases; and increased funding, research grants, and public-private investments. However, reimbursement concerns and the high cost of rapid microbiology testing products are the major factors restricting market growth.

“The food & beverage testing segment is expected to grow at the highest rate during the forecast period.”
On the basis of application, the global rapid microbiology testing market has been segmented into clinical disease diagnosis, food & beverage testing, pharmaceutical & biological drug testing, cosmetics and personal care products testing, environmental applications, research applications, and other applications. The food & beverage testing rapid microbiology testing segment is expected to grow at the highest rate during the forecast period. Factors such as increasing food production, stringent quality control and quality assurance processes ensuring food safety, and the growing demand for packaged food products are driving growth in this market segment.

“The diagnostic laboratories & hospitals segment is expected to account for the largest share of the rapid microbiology testing market.”
On the basis of end user, the rapid microbiology testing market is segmented into diagnostic laboratories & hospitals, food & beverage companies, pharmaceutical companies, CROs, and other end users. The diagnostic laboratories & hospitals segment is expected to account for the largest share of the market in 2018. This is mainly due to factors such as the increasing prevalence of infectious diseases, improving healthcare expenditure, and technological advancements in rapid microbial testing.

“The APAC market is expected to grow at the highest CAGR during the forecast period.”
Geographically, the rapid microbiology testing market is segmented into North America, Europe, Asia Pacific (APAC), and the Rest of the World. The APAC market is expected to register the highest growth rate during the forecast period. Growth in this segment is mainly due to the increasing healthcare expenditure and growing initiatives to promote the use of advanced rapid microbiology testing technologies in Asia Pacific countries. Moreover, as markets in developed countries are increasingly becoming saturated, manufacturers and suppliers of rapid microbiology testing products are also shifting their focus towards the Asian market, thereby driving the growth of this market during the forecast period.

Breakdown of supply-side primary interviews:
By Company Type: Tier 1 - 25%, Tier 2 - 30%, and Tier 3 - 45%
By Designation: C-level - 26%, Director-level - 30%, and Others - 44%
By Region: North America - 34%, Europe - 26%, APAC - 23%, and RoW - 17%

The major players in the market include bioMérieux SA (France), Danaher Corporation (US), and Becton, Dickinson and Company (US).

Research Coverage
This report studies the rapid microbiology testing market based on product, method, application, end user, and region. The report also studies factors (such as drivers, restraints, opportunities, and challenges) affecting market growth. It analyzes the opportunities and challenges in the market and provides details of the competitive landscape for market leaders. Furthermore, the report analyzes micromarkets with respect to their individual growth trends and forecasts the revenue of the market segments with respect to four main regions and respective countries.

Reasons to Buy the Report:
This report focuses on various levels of analysis—industry trends, market ranking of top players, and company profiles, which together form basic views and analyze the competitive landscape, emerging segments of the rapid microbiology testing market, and high-growth regions and their drivers, restraints, challenges, and opportunities. The report will help both established firms as well as new entrants/smaller firms to gauge the pulse of the market and garner greater market shares.


  • INTRODUCTION
    • OBJECTIVES OF THE STUDY
    • MARKET DEFINITION
    • MARKET SCOPE
      • MARKETS COVERED
      • Years Considered for the Study
    • Currency
    • STAKEHOLDERS
  • RESEARCH METHODOLOGY
    • RESEARCH DATA
      • SECONDARY DATA
      • PRIMARY DATA
      • MARKET SIZE ESTIMATION
      • PRODUCT-BASED MARKET ESTIMATION
      • VOLUME-BASED MARKET ESTIMATION
      • PRIMARY RESEARCH VALIDATION
    • MARKET BREAKDOWN AND DATA TRIANGULATION
    • RESEARCH LIMITATIONS AND ASSUMPTIONS
      • LIMITATIONS
      • ASSUMPTIONS
  • EXECUTIVE SUMMARY
  • PREMIUM INSIGHTS
    • RAPID MICROBIOLOGY TESTING MARKET OVERVIEW
    • REGIONAL ANALYSIS: RAPID MICROBIOLOGY TESTING MARKET, BY PRODUCT
    • RAPID MICROBIOLOGY TESTING REAGENTS MARKET, BY TYPE
    • ASIA PACIFIC: RAPID MICROBIOLOGY TESTING MARKET, BY METHOD, 2018
    • RAPID MICROBIOLOGY TESTING MARKET, BY APPLICATION
    • REGIONAL ANALYSIS: RAPID MICROBIOLOGY TESTING MARKET, BY END USER
    • RAPID MICROBIOLOGY TESTING MARKET, BY COUNTRY
  • MARKET OVERVIEW
    • INTRODUCTION
    • MARKET DYNAMICS
      • DRIVERS
      • RESTRAINTS
      • OPPORTUNITIES
      • CHALLENGES
      • BURNING ISSUES
  • RAPID MICROBIOLOGY TESTING MARKET, BY METHOD
    • INTRODUCTION
      • Table RAPID MICROBIOLOGY TESTING MARKET, BY METHOD, 2016–2023 (USD MILLION)
      • Table TYPES OF TECHNOLOGIES USED IN VARIOUS RAPID MICROBIOLOGY TESTING METHODS
    • GROWTH-BASED RAPID MICROBIOLOGY TESTING
      • Table GROWTH-BASED RAPID MICROBIOLOGY TESTING MARKET, BY REGION, 2016–2023 (USD MILLION)
    • CELLULAR COMPONENT-BASED RAPID MICROBIOLOGY TESTING
      • Table CELLULAR COMPONENT-BASED RAPID MICROBIOLOGY TESTING MARKET, BY REGION, 2016–2023 (USD MILLION)
    • NUCLEIC ACID-BASED RAPID MICROBIOLOGY TESTING
      • Table NUCLEIC ACID-BASED RAPID MICROBIOLOGY TESTING MARKET, BY REGION, 2016–2023 (USD MILLION)
    • VIABILITY-BASED RAPID MICROBIOLOGY TESTING
      • Table VIABILITY-BASED RAPID MICROBIOLOGY TESTING MARKET, BY REGION, 2016–2023 (USD MILLION)
    • OTHER RAPID MICROBIOLOGY TESTING METHODS
      • Table OTHER RAPID MICROBIOLOGY TESTING METHODS MARKET, BY REGION, 2016–2023 (USD MILLION)
  • RAPID MICROBIOLOGY TESTING MARKET, BY PRODUCT
    • INTRODUCTION
      • Table RAPID MICROBIOLOGY TESTING MARKET, BY PRODUCT, 2016–2023 (USD MILLION)
    • INSTRUMENTS
      • Table RAPID MICROBIOLOGY TESTING INSTRUMENTS MARKET, BY TYPE, 2016–2023 (USD MILLION)
      • Table RAPID MICROBIOLOGY TESTING INSTRUMENTS MARKET, BY REGION, 2016–2023 (USD MILLION)
      • AUTOMATED MICROBIAL IDENTIFICATION AND ANTIMICROBIAL SUSCEPTIBILITY TESTING SYSTEMS
        • Table RAPID MICROBIOLOGY TESTING MARKET FOR AUTOMATED MICROBIAL ID/AST SYSTEMS, BY REGION, 2016–2023 (USD MILLION)
      • MASS SPECTROMETERS
        • Table RAPID MICROBIOLOGY TESTING MARKET FOR MASS SPECTROMETERS, BY REGION, 2016–2023 (USD MILLION)
      • PCR SYSTEMS
        • Table RAPID MICROBIOLOGY TESTING MARKET FOR PCR SYSTEMS, BY REGION, 2016–2023 (USD MILLION)
      • BIOLUMINESCENCE- AND FLUORESCENCE-BASED DETECTION SYSTEMS
        • Table RAPID MICROBIOLOGY TESTING MARKET FOR BIOLUMINESCENCE- AND FLUORESCENCEBASED DETECTION SYSTEMS, BY REGION, 2016–2023 (USD MILLION)
      • CYTOMETERS
        • Table RAPID MICROBIOLOGY TESTING MARKET FOR CYTOMETERS, BY REGION, 2016–2023 (USD MILLION)
      • ACTIVE AIR SAMPLERS
        • Table RAPID MICROBIOLOGY TESTING MARKET FOR ACTIVE AIR SAMPLERS, BY REGION, 2016–2023 (USD MILLION)
      • OTHER INSTRUMENTS
        • Table RAPID MICROBIOLOGY TESTING MARKET FOR OTHER INSTRUMENTS, BY REGION, 2016–2023 (USD MILLION)
    • REAGENTS & KITS
      • Table RAPID MICROBIOLOGY TESTING REAGENTS & KITS MARKET, BY TYPE, 2016–2023 (USD MILLION)
      • Table RAPID MICROBIOLOGY TESTING REAGENTS & KITS MARKET, BY REGION, 2016–2023 (USD MILLION)
      • STERILITY TESTING REAGENTS & KITS
        • Table RAPID MICROBIOLOGY TESTING MARKET FOR STERILITY TESTING REAGENTS & KITS, BY REGION, 2016–2023 (USD MILLION)
      • OTHER REAGENTS & KITS
        • Table RAPID MICROBIOLOGY TESTING MARKET FOR OTHER REAGENTS & KITS, BY REGION, 2016–2023 (USD MILLION)
    • CONSUMABLES
      • Table RAPID MICROBIOLOGY TESTING CONSUMABLES MARKET, BY REGION, 2016–2023 (USD MILLION)
  • RAPID MICROBIOLOGY TESTING MARKET, BY APPLICATION
    • INTRODUCTION
      • Table RAPID MICROBIOLOGY TESTING MARKET, BY APPLICATION, 2016–2023 (USD MILLION)
    • CLINICAL DISEASE DIAGNOSIS
      • Table RAPID MICROBIOLOGY TESTING MARKET FOR CLINICAL DISEASE DIAGNOSIS, BY REGION, 2016–2023 (USD MILLION)
    • FOOD & BEVERAGE TESTING
      • Table RAPID MICROBIOLOGY TESTING MARKET FOR FOOD & BEVERAGE TESTING, BY REGION, 2016–2023 (USD MILLION)
    • PHARMACEUTICAL & BIOLOGICAL DRUG TESTING
      • Table RAPID MICROBIOLOGY TESTING MARKET FOR PHARMACEUTICAL & BIOLOGICAL DRUG TESTING, BY REGION, 2016–2023 (USD MILLION)
    • ENVIRONMENTAL TESTING
      • Table RAPID MICROBIOLOGY TESTING MARKET FOR ENVIRONMENTAL TESTING, BY REGION, 2016–2023 (USD MILLION)
    • COSMETICS & PERSONAL CARE PRODUCTS TESTING
      • Table RAPID MICROBIOLOGY TESTING MARKET FOR COSMETICS & PERSONAL CARE PRODUCTS TESTING, BY REGION, 2016– 2023 (USD MILLION)
    • RESEARCH APPLICATIONS
      • Table RAPID MICROBIOLOGY TESTING MARKET FOR RESEARCH APPLICATIONS, BY REGION, 2016–2023 (USD MILLION)
    • OTHER APPLICATIONS
      • Table RAPID MICROBIOLOGY TESTING MARKET FOR OTHER APPLICATIONS, BY REGION, 2016–2023 (USD MILLION)
  • RAPID MICROBIOLOGY TESTING MARKET, BY END USER
    • INTRODUCTION
      • Table RAPID MICROBIOLOGY TESTING MARKET, BY END USER, 2016–2023 (USD MILLION)
    • DIAGNOSTIC LABORATORIES & HOSPITALS
      • Table RAPID MICROBIOLOGY TESTING MARKET FOR DIAGNOSTIC LABORATORIES & HOSPITALS, BY REGION, 2016–2023 (USD MILLION)
    • FOOD & BEVERAGE COMPANIES
      • Table RAPID MICROBIOLOGY TESTING MARKET FOR FOOD & BEVERAGE COMPANIES, BY REGION, 2016–2023 (USD MILLION)
    • PHARMACEUTICAL & BIOTECHNOLOGY COMPANIES
      • Table RAPID MICROBIOLOGY TESTING MARKET FOR PHARMACEUTICAL & BIOTECHNOLOGY COMPANIES, BY REGION, 2016–2023 (USD MILLION)
    • CONTRACT RESEARCH ORGANIZATIONS
      • Table RAPID MICROBIOLOGY TESTING MARKET FOR CONTRACT RESEARCH ORGANIZATIONS, BY REGION, 2016–2023 (USD MILLION)
    • OTHER END USERS
      • Table RAPID MICROBIOLOGY TESTING MARKET FOR OTHER END USERS, BY REGION, 2016–2023 (USD MILLION)
  • RAPID MICROBIOLOGY TESTING MARKET, BY REGION
    • INTRODUCTION
      • Table RAPID MICROBIOLOGY TESTING MARKET, BY REGION, 2016–2023 (USD MILLION)
    • NORTH AMERICA
      • Table NORTH AMERICA: RAPID MICROBIOLOGY TESTING MARKET, BY COUNTRY, 2016–2023 (USD MILLION)
      • Table NORTH AMERICA: RAPID MICROBIOLOGY TESTING MARKET, BY METHOD, 2016–2023 (USD MILLION)
      • Table NORTH AMERICA: RAPID MICROBIOLOGY TESTING MARKET, BY PRODUCT, 2016–2023 (USD MILLION)
      • Table NORTH AMERICA: RAPID MICROBIOLOGY TESTING INSTRUMENTS MARKET, BY TYPE, 2016–2023 (USD MILLION)
      • Table NORTH AMERICA: RAPID MICROBIOLOGY TESTING MARKET, BY APPLICATION, 2016–2023 (USD MILLION)
      • Table NORTH AMERICA: RAPID MICROBIOLOGY TESTING MARKET, BY END USER, 2016–2023 (USD MILLION)
      • US
        • Table US: RAPID MICROBIOLOGY TESTING MARKET, BY METHOD, 2016–2023 (USD MILLION)
        • Table US: RAPID MICROBIOLOGY TESTING MARKET, BY PRODUCT, 2016–2023 (USD MILLION)
        • Table US: RAPID MICROBIOLOGY TESTING INSTRUMENTS MARKET, BY TYPE, 2016–2023 (USD MILLION)
      • CANADA
        • Table CANADA: RAPID MICROBIOLOGY TESTING MARKET, BY METHOD, 2016–2023 (USD MILLION)
        • Table CANADA: RAPID MICROBIOLOGY TESTING MARKET, BY PRODUCT, 2016–2023 (USD MILLION)
        • Table CANADA: RAPID MICROBIOLOGY TESTING INSTRUMENTS MARKET, BY TYPE, 2016–2023 (USD MILLION)
    • EUROPE
      • Table EUROPE: RAPID MICROBIOLOGY TESTING MARKET, BY COUNTRY, 2016–2023 (USD MILLION)
      • Table EUROPE: RAPID MICROBIOLOGY TESTING MARKET, BY METHOD, 2016–2023 (USD MILLION)
      • Table EUROPE: RAPID MICROBIOLOGY TESTING MARKET, BY PRODUCT, 2016–2023 (USD MILLION)
      • Table EUROPE: RAPID MICROBIOLOGY TESTING INSTRUMENTS MARKET, BY TYPE, 2016–2023 (USD MILLION)
      • Table EUROPE: RAPID MICROBIOLOGY TESTING MARKET, BY APPLICATION, 2016–2023 (USD MILLION)
      • Table EUROPE: RAPID MICROBIOLOGY TESTING MARKET, BY END USER, 2016–2023 (USD MILLION)
      • GERMANY
        • Table GERMANY: RAPID MICROBIOLOGY TESTING MARKET, BY METHOD, 2016–2023 (USD MILLION)
        • Table GERMANY: RAPID MICROBIOLOGY TESTING MARKET, BY PRODUCT, 2016–2023 (USD MILLION)
        • Table GERMANY: RAPID MICROBIOLOGY TESTING INSTRUMENTS MARKET, BY TYPE, 2016–2023 (USD MILLION)
      • FRANCE
        • Table FRANCE: RAPID MICROBIOLOGY TESTING MARKET, BY METHOD, 2016–2023 (USD MILLION)
        • Table FRANCE: RAPID MICROBIOLOGY TESTING MARKET, BY PRODUCT, 2016–2023 (USD MILLION)
        • Table FRANCE: RAPID MICROBIOLOGY TESTING INSTRUMENTS MARKET, BY TYPE, 2016–2023 (USD MILLION)
      • UK
        • Table UK: RAPID MICROBIOLOGY TESTING MARKET, BY METHOD, 2016–2023 (USD MILLION)
        • Table UK: RAPID MICROBIOLOGY TESTING MARKET, BY PRODUCT, 2016–2023 (USD MILLION)
        • Table UK: RAPID MICROBIOLOGY TESTING INSTRUMENTS MARKET, BY TYPE, 2016–2023 (USD MILLION)
      • REST OF EUROPE (ROE)
        • Table ROE: RAPID MICROBIOLOGY TESTING MARKET, BY METHOD, 2016–2023 (USD MILLION)
        • Table ROE: RAPID MICROBIOLOGY TESTING MARKET, BY PRODUCT, 2016–2023 (USD MILLION)
        • Table ROE: RAPID MICROBIOLOGY TESTING INSTRUMENTS MARKET, BY TYPE, 2016–2023 (USD MILLION)
    • ASIA PACIFIC
      • Table ASIA PACIFIC: RAPID MICROBIOLOGY TESTING MARKET, BY COUNTRY, 2016–2023 (USD MILLION)
      • Table ASIA PACIFIC: RAPID MICROBIOLOGY TESTING MARKET, BY METHOD, 2016–2023 (USD MILLION)
      • Table ASIA PACIFIC: RAPID MICROBIOLOGY TESTING MARKET, BY PRODUCT, 2016–2023 (USD MILLION)
      • Table ASIA PACIFIC: RAPID MICROBIOLOGY TESTING INSTRUMENTS MARKET, BY TYPE, 2016–2023 (USD MILLION)
      • Table ASIA PACIFIC: RAPID MICROBIOLOGY TESTING MARKET, BY APPLICATION, 2016–2023 (USD MILLION)
      • Table ASIA PACIFIC: RAPID MICROBIOLOGY TESTING MARKET, BY END USER, 2016–2023 (USD MILLION)
      • JAPAN
        • Table JAPAN: RAPID MICROBIOLOGY TESTING MARKET, BY METHOD, 2016–2023 (USD MILLION)
        • Table JAPAN: RAPID MICROBIOLOGY TESTING MARKET, BY PRODUCT, 2016–2023 (USD MILLION)
        • Table JAPAN: RAPID MICROBIOLOGY TESTING INSTRUMENTS MARKET, BY TYPE, 2016–2023 (USD MILLION)
      • CHINA
        • Table CHINA: RAPID MICROBIOLOGY TESTING MARKET, BY METHOD, 2016–2023 (USD MILLION)
        • Table CHINA: RAPID MICROBIOLOGY TESTING MARKET, BY PRODUCT, 2016–2023 (USD MILLION)
        • Table CHINA: RAPID MICROBIOLOGY TESTING INSTRUMENTS MARKET, BY TYPE, 2016–2023 (USD MILLION)
      • INDIA
        • Table INDIA: RAPID MICROBIOLOGY TESTING MARKET, BY METHOD, 2016–2023 (USD MILLION)
        • Table INDIA: RAPID MICROBIOLOGY TESTING MARKET, BY PRODUCT, 2016–2023 (USD MILLION)
        • Table INDIA: RAPID MICROBIOLOGY TESTING INSTRUMENTS MARKET, BY TYPE, 2016–2023 (USD MILLION)
      • REST OF ASIA PACIFIC (ROAPAC)
        • Table ROAPAC: RAPID MICROBIOLOGY TESTING MARKET, BY METHOD, 2016–2023 (USD MILLION)
        • Table ROAPAC: RAPID MICROBIOLOGY TESTING MARKET, BY PRODUCT, 2016–2023 (USD MILLION)
        • Table ROAPAC: RAPID MICROBIOLOGY TESTING INSTRUMENTS MARKET, BY TYPE, 2016–2023 (USD MILLION)
    • REST OF THE WORLD
      • Table ROW: RAPID MICROBIOLOGY TESTING MARKET, BY METHOD, 2016–2023 (USD MILLION)
      • Table ROW: RAPID MICROBIOLOGY TESTING MARKET, BY PRODUCT, 2016–2023 (USD MILLION)
      • Table ROW: RAPID MICROBIOLOGY TESTING INSTRUMENTS MARKET, BY TYPE, 2016–2023 (USD MILLION)
      • Table ROW: RAPID MICROBIOLOGY TESTING MARKET, BY APPLICATION, 2016–2023 (USD MILLION)
      • Table ROW: RAPID MICROBIOLOGY TESTING MARKET, BY END USER, 2016–2023 (USD MILLION)
  • COMPETITIVE LANDSCAPE
    • INTRODUCTION
    • MARKET SHARE ANALYSIS
    • COMPETITIVE SCENARIO
      • PRODUCT LAUNCHES, APPROVALS, AND ENHANCEMENTS
      • ACQUISITIONS
      • COLLABORATIONS AND AGREEMENTS
      • EXPANSIONS
  • COMPANY PROFILES
    • ABBOTT LABORATORIES
      • BUSINESS OVERVIEW
      • PRODUCTS OFFERED
      • RECENT DEVELOPMENTS
      • MNM VIEW
    • BECTON, DICKINSON AND COMPANY
      • BUSINESS OVERVIEW
      • PRODUCT OFFERED
      • RECENT DEVELOPMENTS
      • MNM VIEW
    • BIOMÉRIEUX
      • BUSINESS OVERVIEW
      • PRODUCT OFFERED
      • RECENT DEVELOPMENTS
      • MNM VIEW
    • BRUKER CORPORATION
      • BUSINESS OVERVIEW
      • PRODUCT OFFERED
      • RECENT DEVELOPMENTS
      • MNM VIEW
    • CHARLES RIVER LABORATORIES INTERNATIONAL, INC.
      • BUSINESS OVERVIEW
      • PRODUCT OFFERED
      • RECENT DEVELOPMENTS
      • MNM VIEW
    • DANAHER CORPORATION
      • BUSINESS OVERVIEW
      • PRODUCTS OFFERED
      • RECENT DEVELOPMENTS
      • MNM VIEW
    • DON WHITLEY SCIENTIFIC LIMITED
      • BUSINESS OVERVIEW
      • PRODUCTS OFFERED
      • MNM VIEW
    • MERCK KGAA
      • BUSINESS OVERVIEW
      • PRODUCTS OFFERED
      • RECENT DEVELOPMENTS
      • OTHER DEVELOPMENTS
      • MNM VIEW
    • NEOGEN CORPORATION
      • BUSINESS OVERVIEW
      • PRODUCTS OFFERED
      • RECENT DEVELOPMENTS
      • MNM VIEW
    • QUIDEL CORPORATION
      • BUSINESS OVERVIEW
      • PRODUCTS OFFERED
      • RECENT DEVELOPMENTS
      • MNM VIEW
    • RAPID MICRO BIOSYSTEMS, INC.
      • BUSINESS OVERVIEW
      • PRODUCTS OFFERED
      • RECENT DEVELOPMENTS
      • MNM VIEW
    • SARTORIUS GROUP
      • BUSINESS OVERVIEW
      • PRODUCTS OFFERED
      • RECENT DEVELOPMENTS
      • MNM VIEW
    • THERMO FISHER SCIENTIFIC
      • BUSINESS OVERVIEW
      • PRODUCT OFFERED
      • RECENT DEVELOPMENTS
      • MNM VIEW
    • TSI, INC.
      • BUSINESS OVERVIEW
      • PRODUCTS OFFERED
      • RECENT DEVELOPMENTS
      • MNM VIEW
    • VIVIONE BIOSCIENCES, LLC
      • BUSINESS OVERVIEW
      • PRODUCT OFFERED
      • RECENT DEVELOPMENTS
      • MNM VIEW
  • APPENDIX
    • DISCUSSION GUIDE
    • KNOWLEDGE STORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
    • AVAILABLE CUSTOMIZATIONS
    • RELATED REPORTS
    • AUTHOR DETAILS

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