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Medical Coding Market Report Scope & Overview:

Medical Coding Market Revenue Analysis

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The Medical Coding Market is valued at USD 18.41 billion, estimated to reach USD 40.55 billion by 2032 with a staggering CAGR of 9.21% during the forecast period 2024-2032.

The medical coding market is booming due to the advancements in healthcare infrastructure and increasing demand for accurate medical billing. The global need for medical coders has been spurred by the digitalization of both these things. This trend is likely to endure as governments spend on hospitals and research facilities up to snuff.

A key driver for medical coding market growth is the increase in hospital admissions. In 2024, there have already been about 34 million admissions in the US alone. This surge leads to the requirement of great medical coders for effective billing.

Increased efficiencies in coding and billing solutions are another element of contributing to growth. The Association of American Medical Colleges states that the population is getting older because more people are living longer. In response to this increasing demand, the Bureau of Labor Statistics observes an 8% uptick in medical records and health information technician jobs through 2032.

This is an important part of providing standardization across healthcare facilities but also shows how medical coding can solve the problem. This enables the administrators to examine how well treatments work and how often they need them, a vital task in large institutions. Developments within coding software mean that functionality is becoming greater. Amazon Web Services launched a service that uses AI to autogenerate clinical documentation to speed up the coding process.

While these four sub-markets have doubled in value over the last 12 months, several major players are taking advantage by introducing innovative new solutions. One example of these advancements is CorroHealth's PULSE platform, which was built to automate coding and accelerate revenue recovery for health organizations. There's also a rise in investment within the medical billing and coding software space, including companies like CodaMetrix becoming funded to create AI frameworks that support self-driving systems for medical coding.

The medical coding market is growing majorly due to increased demand from hospitals, stand-alone diagnostic centers, and physicians’ clinics seeking cost-effective billing procedures with faster turnaround times through competency in ICD codes so that they can focus on improving patient satisfaction. Despite being faced with challenges relating to regulation changes and data security, the general trajectory of the medical coding market boasts a positive outlook for years ahead.

MARKET DYNAMICS

Drivers

  • Demand for faster claim processing, shift towards electronic billing, and cloud-based solutions for remote access

Increased prevalence of chronic diseases and the geriatric population is responsible for driving demand for sophisticated medical billing systems as more people rely on regular checkups and treatment, the need for a reliable billing system is increasing. Billing systems should be configured to facilitate the creation of claims and reduce denials since each healthcare provider uses different billing systems. This enables them to get their payments back on time. Demand for Electronic billing systems is being driven by the following trends such as EHRs (Electronic Health Records) gaining popularity. It makes claims processing, tracking, and paperwork low. Users can leverage cloud technology which gives them remote access to medical billing data thereby, increasing accessibility and management of data.

This has been emphasized by several programs additionally, Blue Shield of California teamed up with Google Cloud to use AI and bring instant online reimbursement data for patients facilitating the billing process between providers and patients. Delhi government in India is also adopting a cloud-based health management system to facilitate easier access for patients.

When combined with the rising need for billing solutions that are both able to scale and provide improved ROI, this white space represents several large market opportunities that will move medical coding RFID systems toward mainstream applications.

Medical coding is historically dependent on experts to understand medical procedures and diagnoses in human language and translate them into standardized codes. However, the developments are happening at an accelerated pace right now with a more prominent role of artificial intelligence (AI) in the industry.

According to an article published in July 2024, the Certified AI Medical Coder (CAIMC(R)) credential is one such example of this advancement. Provided by the Professional Medical Billers Association LLC and MEDESUN Prime, this certification allows medical coders to learn how they can start using AI in their coding practices.

Restraints

  • Documenting Complications Hamper the Market Growth

Medical billing systems have made significant strides, the major challenge is the insufficient documentation that stems from healthcare providers. With the latest release protection that is based on weak comparisons can get a mismatch of records, false program coding, and so forth. These are not only an insult to the image of a company but also affix with overall quality in functionality of the billing system. Solving this problem is now more important than ever for the sustainability of the medical coding market.

Key Segmentation

By Classification System

  • Healthcare Common Procedure Code System

  • International Classification of Diseases

  • Current Procedural Terminology

The most frequently cited classification system is HCPCS with 53.02% market share in 2023. The dual utility in this case is billing and the clinical. These codes are also important to healthcare providers and insurance companies who rely on them for billing purposes sending the billable information needed with procedure and service quality or quantity as validation to absorb costs properly. In another aspect, it is a cornerstone for public health initiatives by helping with disease trend tracking and mortality data categorization. No such sweeping consolidation of the market relegates HCPCS to a secondary segment.

The field of medical coding has developed significantly and is on the path to being revolutionized by using Artificial Intelligence (AI). However, ICD and CPT both are fundamental building blocks that go into diagnosing patients accurately AND billing for physician services appropriately; which is why they should be prime targets for AI use-case. Certifications such as the Certified AI Medical Coder (CAIMC) that have begun to emerge illustrate a need for coders knowledgeable in using tools like these. Its integration is the one that can lead to a huge improvement in coding quality and productivity, making ICD and CPT as faster growth future segments.

Medical-Coding-Market-By-Classification-System

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By Component

  • Outsourced

  • In-House

Outsourced Coding is the dominating segment with 56.33% of the market share in 2023, Organizations contract external vendors with experienced coders to manage their coding tasks. This is cost-effective, offers access to specialized expertise, and allows for easy scaling of coding capacity.

In-house coding is the fastest-growing segment in which healthcare providers train and employ their staff for medical coding. This approach gives them greater control over data security, facilitates direct communication with providers for clarification, and allows for customization based on specific needs.

By End-user

  • Hospitals

  • Diagnostic Centers

  • Others

Regional Analysis

The North American medical coding market is dominating with 41% the largest market share in 2023 and poised for continued growth. This dominance can be attributed to several factors including Investments pouring into revamping healthcare infrastructure and establishing healthcare digitization organizations across the region. Governments are also actively developing new technologies for diagnosis, treatment, billing, and record management. The integration of standardized codes like HCPCS, CPT, and ICD-10 CM is gaining traction. This allows for accurate reflection of services rendered and facilitates communication between healthcare professionals when categorizing patient services. The rising prevalence of chronic diseases like cancer is a major driver as reported by the American Cancer Society in January 2024, an estimated 2 million new lung cancer cases are expected in the United States alone for 2024, compared to 1.9 million in 2023. This translates to increased hospitalization rates and a growing demand for accurate medical coding to manage complex patient information.

For instance, in November 2023, AAPC, a key market player, acquired Semantic Health, an AI startup. This move aims to expand AI functionalities in medical coding and bolster AAPC's product offerings. Similarly, Intelligent Medical Objects launched new products in July 2023, focusing on Natural Language Processing (NLP) and problem identification, further enhancing the coding process.

These advancements, coupled with a growing need for streamlined billing procedures and improved healthcare infrastructure, position the North American medical coding market for significant growth in the coming years.

Medical-Coding-Market-By-Region

REGIONAL COVERAGE

North America

  • US

  • Canada

  • Mexico

Europe

  • Eastern Europe

    • Poland

    • Romania

    • Hungary

    • Turkey

    • Rest of Eastern Europe

  • Western Europe

    • Germany

    • France

    • UK

    • Italy

    • Spain

    • Netherlands

    • Switzerland

    • Austria

    • Rest of Western Europe

Asia Pacific

  • China

  • India

  • Japan

  • South Korea

  • Vietnam

  • Singapore

  • Australia

  • Rest of Asia Pacific

Middle East & Africa

  • Middle East

    • UAE

    • Egypt

    • Saudi Arabia

    • Qatar

    • Rest of the Middle East

  • Africa

    • Nigeria

    • South Africa

    • Rest of Africa

Latin America

  • Brazil

  • Argentina

  • Colombia

  • Rest of Latin America

KEY PLAYERS:

Oracle Corporation, Startek Health, Parexel International Corporation, Verisk Analytics, Maxim Health Information Services, Aviacode, Inc., GeBBS Healthcare, Precyse Solutions, LLC, 3M, AGS Health, Dolbey Systems Inc., Medical Record Associates LLC, MRA Health Information Services, Semantic Health, Optum Inc., Nuance Communications Inc., The Coding Network LLC, Talix and others.

Dolbey Systems Inc-Company Financial Analysis

Company Landscape Analysis

Recent Developments

In April 2024, XpertDox, a leader in AI-powered medical coding, joined forces with Positive Results Billing, a medical billing service provider. This partnership integrates XpertCoding, XpertDox's AI software, into Positive Results Billing's workflow. This collaboration promises to usher in a new era of efficiency in medical coding.

In Feb 2024, RapidClaims, a US-based company, secured a significant initial funding round. Revolutionize the healthcare industry by leveraging AI to streamline the often-complex medical coding and claim submission processes. This investment highlights the growing interest in AI solutions for improving healthcare efficiency.

Medical Coding Market Report Scope:

Report Attributes Details
Market Size in 2023 US$ 18.41 Billion
Market Size by 2032 US$ 40.55 Billion
CAGR CAGR of  9.21% From 2024 to 2032
Base Year 2023
Forecast Period 2024-2032
Historical Data 2020-2022
Report Scope & Coverage Market Size, Segments Analysis, Competitive  Landscape, Regional Analysis, DROC & SWOT Analysis, Forecast Outlook
Key Segments • By Classification System (Healthcare Common Procedure Code System (HCPCS), International Classification of Diseases, Current Procedural Terminology)
• By Component (Outsourced, In-House)
• By End User (Hospitals, Diagnostic Centers, Others)
Regional Analysis/Coverage North America (US, Canada, Mexico), Europe (Eastern Europe [Poland, Romania, Hungary, Turkey, Rest of Eastern Europe] Western Europe] Germany, France, UK, Italy, Spain, Netherlands, Switzerland, Austria, Rest of Western Europe]), Asia Pacific (China, India, Japan, South Korea, Vietnam, Singapore, Australia, Rest of Asia Pacific), Middle East & Africa (Middle East [UAE, Egypt, Saudi Arabia, Qatar, Rest of Middle East], Africa [Nigeria, South Africa, Rest of Africa], Latin America (Brazil, Argentina, Colombia, Rest of Latin America)
Company Profiles Oracle Corporation, Startek Health, Parexel International Corporation, Verisk Analytics, Maxim Health Information Services, Aviacode, Inc., GeBBS Healthcare, Precyse Solutions, LLC, 3M, AGS Health, Dolbey Systems Inc., Medical Record Associates LLC, MRA Health Information Services, Semantic Health, Optum Inc., Nuance Communications Inc., The Coding Network LLC, Talix and others.
Key Drivers • Demand for faster claim processing, shift towards electronic billing, and cloud-based solutions for remote access
RESTRAINTS • Documenting Complications Hamper the Market Growth

Frequently Asked Questions

Ans. The Medical Coding Market Size was expected to reach US$ 40.55 Billion by 2032.

Ans. Outsourced, and In-House are sub segments of by application of Medical Coding market.

Ans. Medical coding is the process of converting important medical data into standard medical alphanumeric codes, like healthcare diagnostics, procedures, and services. In order to process insurance claims and pay patients' bills, medical coding is utilized to extract billable data from medical records. 

Ans. Oracle Corporation, Startek Health, Parexel International Corporation, Verisk Analytics, Maxim Health Information Services, Aviacode, Inc., GeBBS Healthcare, Precyse Solutions, LLC, 3M, AGS Health, Dolbey Systems Inc., Medical Record Associates LLC, MRA Health Information Services, Semantic Health, Optum Inc., Nuance Communications Inc., The Coding Network LLC, Talix  are key players of Medical Coding Market.

Ans: The Medical Coding market is to grow at a CAGR of 9.21% over the forecast period 2024-2032.

TABLE OF CONTENTS

1. Introduction

1.1 Market Definition
1.2 Scope
1.3 Research Assumptions

2. Industry Flowchart

3. Research Methodology

4. Market Dynamics
4.1 Drivers
4.2 Restraints
4.3 Opportunities
4.4 Challenges

5. Porter’s 5 Forces Model

6. Pest Analysis

7. Medical Coding Market Segmentation, By Classification System
7.1 Introduction
7.2 Healthcare Common Procedure Code System 
7.3 International Classification of Diseases 
7.4 Current Procedural Terminology 

8. Medical Coding Market Segmentation, By Component
8.1 Introduction
8.2 Outsourced 
8. In-House 

9. Medical Coding Market Segmentation, By End-user 
9.1 Introduction
9.2 Hospitals 
9.3 Diagnostic Centers 
9.4 Others

10. Regional Analysis
10.1 Introduction
10.2 North America
10.2.1 Trend Analysis
10.2.2 North America Medical Coding Market by Country
10.2.3 North America Medical Coding Market By Classification System
10.2.4 North America Medical Coding Market By Component
10.2.5 North America Medical Coding Market By End-user 
10.2.6 USA
10.2.6.1 USA Medical Coding Market By Classification System
10.2.6.2 USA Medical Coding Market By Component
10.2.6.3 USA Medical Coding Market By End-user 
10.2.7 Canada
10.2.7.1 Canada Medical Coding Market By Classification System
10.2.7.2 Canada Medical Coding Market By Component
10.2.7.3 Canada Medical Coding Market By End-user 
10.2.8 Mexico
10.2.8.1 Mexico Medical Coding Market By Classification System
10.2.8.2 Mexico Medical Coding Market By Component
10.2.8.3 Mexico Medical Coding Market By End-user 
10.3 Europe
10.3.1 Trend Analysis
10.3.2 Eastern Europe
10.3.2.1 Eastern Europe Medical Coding Market by Country
10.3.2.2 Eastern Europe Medical Coding Market By Classification System
10.3.2.3 Eastern Europe Medical Coding Market By Component
10.3.2.4 Eastern Europe Medical Coding Market By End-user 
10.3.2.5 Poland
10.3.2.5.1 Poland Medical Coding Market By Classification System
10.3.2.5.2 Poland Medical Coding Market By Component
10.3.2.5.3 Poland Medical Coding Market By End-user 
10.3.2.6 Romania
10.3.2.6.1 Romania Medical Coding Market By Classification System
10.3.2.6.2 Romania Medical Coding Market By Component
10.3.2.6.4 Romania Medical Coding Market By End-user 
10.3.2.7 Hungary
10.3.2.7.1 Hungary Medical Coding Market By Classification System
10.3.2.7.2 Hungary Medical Coding Market By Component
10.3.2.7.3 Hungary Medical Coding Market By End-user 
10.3.2.8 Turkey
10.3.2.8.1 Turkey Medical Coding Market By Classification System
10.3.2.8.2 Turkey Medical Coding Market By Component
10.3.2.8.3 Turkey Medical Coding Market By End-user 
10.3.2.9 Rest of Eastern Europe
10.3.2.9.1 Rest of Eastern Europe Medical Coding Market By Classification System
10.3.2.9.2 Rest of Eastern Europe Medical Coding Market By Component
10.3.2.9.3 Rest of Eastern Europe Medical Coding Market By End-user 
10.3.3 Western Europe
10.3.3.1 Western Europe Medical Coding Market by Country
10.3.3.2 Western Europe Medical Coding Market By Classification System
10.3.3.3 Western Europe Medical Coding Market By Component
10.3.3.4 Western Europe Medical Coding Market By End-user 
10.3.3.5 Germany
10.3.3.5.1 Germany Medical Coding Market By Classification System
10.3.3.5.2 Germany Medical Coding Market By Component
10.3.3.5.3 Germany Medical Coding Market By End-user 
10.3.3.6 France
10.3.3.6.1 France Medical Coding Market By Classification System
10.3.3.6.2 France Medical Coding Market By Component
10.3.3.6.3 France Medical Coding Market By End-user 
10.3.3.7 UK
10.3.3.7.1 UK Medical Coding Market By Classification System
10.3.3.7.2 UK Medical Coding Market By Component
10.3.3.7.3 UK Medical Coding Market By End-user 
10.3.3.8 Italy
10.3.3.8.1 Italy Medical Coding Market By Classification System
10.3.3.8.2 Italy Medical Coding Market By Component
10.3.3.8.3 Italy Medical Coding Market By End-user 
10.3.3.9 Spain
10.3.3.9.1 Spain Medical Coding Market By Classification System
10.3.3.9.2 Spain Medical Coding Market By Component
10.3.3.9.3 Spain Medical Coding Market By End-user 
10.3.3.10 Netherlands
10.3.3.10.1 Netherlands Medical Coding Market By Classification System
10.3.3.10.2 Netherlands Medical Coding Market By Component
10.3.3.10.3 Netherlands Medical Coding Market By End-user 
10.3.3.11 Switzerland
10.3.3.11.1 Switzerland Medical Coding Market By Classification System
10.3.3.11.2 Switzerland Medical Coding Market By Component
10.3.3.11.3 Switzerland Medical Coding Market By End-user 
10.3.3.12 Austria
10.3.3.12.1 Austria Medical Coding Market By Classification System
10.3.3.12.2 Austria Medical Coding Market By Component
10.3.3.12.3 Austria Medical Coding Market By End-user 
10.3.3.13 Rest of Western Europe
10.3.3.13.1 Rest of Western Europe Medical Coding Market By Classification System
10.3.3.13.2 Rest of Western Europe Medical Coding Market By Component
10.3.3.13.3 Rest of Western Europe Medical Coding Market By End-user 
10.4 Asia-Pacific
10.4.1 Trend Analysis
10.4.2 Asia-Pacific Medical Coding Market by Country
10.4.3 Asia-Pacific Medical Coding Market By Classification System
10.4.4 Asia-Pacific Medical Coding Market By Component
10.4.5 Asia-Pacific Medical Coding Market By End-user 
10.4.6 China
10.4.6.1 China Medical Coding Market By Classification System
10.4.6.2 China Medical Coding Market By Component
10.4.6.3 China Medical Coding Market By End-user 
10.4.7 India
10.4.7.1 India Medical Coding Market By Classification System
10.4.7.2 India Medical Coding Market By Component
10.4.7.3 India Medical Coding Market By End-user 
10.4.8 Japan
10.4.8.1 Japan Medical Coding Market By Classification System
10.4.8.2 Japan Medical Coding Market By Component
10.4.8.3 Japan Medical Coding Market By End-user 
10.4.9 South Korea
10.4.9.1 South Korea Medical Coding Market By Classification System
10.4.9.2 South Korea Medical Coding Market By Component
10.4.9.3 South Korea Medical Coding Market By End-user 
10.4.10 Vietnam
10.4.10.1 Vietnam Medical Coding Market By Classification System
10.4.10.2 Vietnam Medical Coding Market By Component
10.4.10.3 Vietnam Medical Coding Market By End-user 
10.4.11 Singapore
10.4.11.1 Singapore Medical Coding Market By Classification System
10.4.11.2 Singapore Medical Coding Market By Component
10.4.11.3 Singapore Medical Coding Market By End-user 
10.4.12 Australia
10.4.12.1 Australia Medical Coding Market By Classification System
10.4.12.2 Australia Medical Coding Market By Component
10.4.12.3 Australia Medical Coding Market By End-user 
10.4.13 Rest of Asia-Pacific
10.4.13.1 Rest of Asia-Pacific Medical Coding Market By Classification System
10.4.13.2 Rest of Asia-Pacific Medical Coding Market By Component
10.4.13.3 Rest of Asia-Pacific Medical Coding Market By End-user 
10.5 Middle East & Africa
10.5.1 Trend Analysis
10.5.2 Middle East
10.5.2.1 Middle East Medical Coding Market by Country
10.5.2.2 Middle East Medical Coding Market By Classification System
10.5.2.3 Middle East Medical Coding Market By Component
10.5.2.4 Middle East Medical Coding Market By End-user 
10.5.2.5 UAE
10.5.2.5.1 UAE Medical Coding Market By Classification System
10.5.2.5.2 UAE Medical Coding Market By Component
10.5.2.5.3 UAE Medical Coding Market By End-user 
10.5.2.6 Egypt
10.5.2.6.1 Egypt Medical Coding Market By Classification System
10.5.2.6.2 Egypt Medical Coding Market By Component
10.5.2.6.3 Egypt Medical Coding Market By End-user 
10.5.2.7 Saudi Arabia
10.5.2.7.1 Saudi Arabia Medical Coding Market By Classification System
10.5.2.7.2 Saudi Arabia Medical Coding Market By Component
10.5.2.7.3 Saudi Arabia Medical Coding Market By End-user 
10.5.2.8 Qatar
10.5.2.8.1 Qatar Medical Coding Market By Classification System
10.5.2.8.2 Qatar Medical Coding Market By Component
10.5.2.8.3 Qatar Medical Coding Market By End-user 
10.5.2.9 Rest of Middle East
10.5.2.9.1 Rest of Middle East Medical Coding Market By Classification System
10.5.2.9.2 Rest of Middle East Medical Coding Market By Component
10.5.2.9.3 Rest of Middle East Medical Coding Market By End-user 
10.5.3 Africa
10.5.3.1 Africa Medical Coding Market by Country
10.5.3.2 Africa Medical Coding Market By Classification System
10.5.3.3 Africa Medical Coding Market By Component
10.5.3.4 Africa Medical Coding Market By End-user 
10.5.3.5 Nigeria
10.5.3.5.1 Nigeria Medical Coding Market By Classification System
10.5.3.5.2 Nigeria Medical Coding Market By Component
10.5.3.5.3 Nigeria Medical Coding Market By End-user 
10.5.3.6 South Africa
10.5.3.6.1 South Africa Medical Coding Market By Classification System
10.5.3.6.2 South Africa Medical Coding Market By Component
10.5.3.6.3 South Africa Medical Coding Market By End-user 
10.5.3.7 Rest of Africa
10.5.3.7.1 Rest of Africa Medical Coding Market By Classification System
10.5.3.7.2 Rest of Africa Medical Coding Market By Component
10.5.3.7.3 Rest of Africa Medical Coding Market By End-user 
10.6 Latin America
10.6.1 Trend Analysis
10.6.2 Latin America Medical Coding Market by country
10.6.3 Latin America Medical Coding Market By Classification System
10.6.4 Latin America Medical Coding Market By Component
10.6.5 Latin America Medical Coding Market By End-user 
10.6.6 Brazil
10.6.6.1 Brazil Medical Coding Market By Classification System
10.6.6.2 Brazil Medical Coding Market By Component
10.6.6.3 Brazil Medical Coding Market By End-user 
10.6.7 Argentina
10.6.7.1 Argentina Medical Coding Market By Classification System
10.6.7.2 Argentina Medical Coding Market By Component
10.6.7.3 Argentina Medical Coding Market By End-user 
10.6.8 Colombia
10.6.8.1 Colombia Medical Coding Market By Classification System
10.6.8.2 Colombia Medical Coding Market By Component
10.6.8.3 Colombia Medical Coding Market By End-user 
10.6.9 Rest of Latin America
10.6.9.1 Rest of Latin America Medical Coding Market By Classification System
10.6.9.2 Rest of Latin America Medical Coding Market By Component
10.6.9.3 Rest of Latin America Medical Coding Market By End-user 

11. Company Profiles
11.1 nThrive (Precyse Solutions LLC)
11.1.1 Company Overview
11.1.2 Financial
11.1.3 Products/ Services Offered
11.1.4 The SNS View
11.2 Oracle Corporation
11.2.1 Company Overview
11.2.2 Financial
11.2.3 Products/ Services Offered
11.2.4 The SNS View
11.3 Startek Health
11.3.1 Company Overview
11.3.2 Financial
11.3.3 Products/ Services Offered
11.3.4 The SNS View
11.4 Parexel International Corporation
11.4.1 Company Overview
11.4.2 Financial
11.4.3 Products/ Services Offered
11.4.4 The SNS View
11.5 Verisk Analytics
11.5.1 Company Overview
11.5.2 Financial
11.5.3 Products/ Services Offered
11.5.4 The SNS View
11.6 Maxim Health Information Services
11.6.1 Company Overview
11.6.2 Financial
11.6.3 Products/ Services Offered
11.6.4 The SNS View
11.7 Aviacode, Inc.
11.7.1 Company Overview
11.7.2 Financial
11.7.3 Products/ Services Offered
11.7.4 The SNS View
11.8 GeBBS Healthcare
11.8.1 Company Overview
11.8.2 Financial
11.8.3 Products/ Services Offered
11.8.4 The SNS View
11.9 Precyse Solutions, LLC
11.9.1 Company Overview
11.9.2 Financial
11.9.3 Products/ Services Offered
11.9.4 The SNS View
11.10 3M
11.10.1 Company Overview
11.10.2 Financial
11.10.3 Products/ Services Offered
11.10.4 The SNS View

12. Competitive Landscape
12.1 Competitive Benchmarking
12.2 Market Share Analysis
12.3 Recent Developments
12.3.1 Industry News
12.3.2 Company News
12.3.3 Mergers & Acquisitions

13. Use Case and Best Practices

14. Conclusion
 

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The 5 steps process:

Step 1: Secondary Research:

Secondary Research or Desk Research is as the name suggests is a research process wherein, we collect data through the readily available information. In this process we use various paid and unpaid databases which our team has access to and gather data through the same. This includes examining of listed companies’ annual reports, Journals, SEC filling etc. Apart from this our team has access to various associations across the globe across different industries. Lastly, we have exchange relationships with various university as well as individual libraries.

Secondary Research

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Primary Research

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Data Bank Validation

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