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ヘルスケア不正検知市場レポート：コンポーネント、タイプ、提供モード、用途、エンドユーザー、地域別、2024年～2032年

Healthcare Fraud Detection Market Report by Component, Type, Delivery Mode, Application, End User, and Region 2024-2032
出版日: | 発行: IMARC | ページ情報: 英文 143 Pages | 納期: 2～3営業日

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価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=141.77円
ヘルスケア不正検知市場レポート：コンポーネント、タイプ、提供モード、用途、エンドユーザー、地域別、2024年～2032年
出版日: 2024年07月01日
発行: IMARC
ページ情報: 英文 143 Pages
納期: 2～3営業日
  • 全表示
  • 概要
  • 図表
  • 目次
概要

世界のヘルスケア不正検知の市場規模は2023年に25億米ドルに達しました。今後、IMARC Groupは、市場は2032年までに140億米ドルに達し、2024年から2032年の間に20.7%の成長率（CAGR）を示すと予測しています。

ヘルスケア不正検知は、請求プロセスのあらゆる段階でヘルスケア不正、無駄、乱用を検知・防止し、不適切な支払いを削減するのに役立ちます。既存の支払い整合性ソリューションを接続し、請求システム、監視リスト、第三者機関、非構造化テキストなど、社内外のソースからのデータを統合して効率的なデータ管理を実現します。最新の統計、機械学習（ML）、深層学習、テキスト分析アルゴリズムなど、さまざまな高度な分析技術や人工学習（AI）技術に依存しています。これとは別に、運用、臨床、調査の評価を支援し、関連するすべての症例情報を保存するための柔軟なプロセスを使用します。

ヘルスケア不正検知市場動向：

健康保険を求める患者の増加により、ヘルスケア不正検知ソリューションの需要が高まっています。これは、ヘルスケア業界における前払い審査モデルの拡大とともに、市場を牽引する重要な要因の一つとなっています。さらに、薬局でのクレーム関連の不正行為が世界中で増加していることも、市場の成長を後押ししています。さらに、不正を識別するための生体認証センサーを搭載したソリューションに対する需要も高まっています。このことは、特に新興諸国におけるヘルスケア不正分析の導入の増加と相まって、市場にプラスの影響を与えています。これに加えて、ヘルスケア不正検知における人工知能（AI）の統合の増加は、業界の投資家に有利な成長機会を提供しています。これとは別に、いくつかの国の政府は、ヘルスケア保険請求を見直し、消費者と国の資金を節約する取り組みを行っています。これに伴い、急成長するヘルスケア産業が市場の成長を後押ししています。その他の成長要因としては、投資収益率（ROI）の上昇、ソーシャルメディアの利用増加、複数の情報技術（IT）プラットフォーム導入のための資金調達などが挙げられます。

目次

第1章 序文

第2章 調査範囲と調査手法

  • 調査の目的
  • ステークホルダー
  • データソース
    • 一次情報
    • 二次情報
  • 市場推定
    • ボトムアップアプローチ
    • トップダウンアプローチ
  • 調査手法

第3章 エグゼクティブサマリー

第4章 イントロダクション

  • 概要
  • 主要業界動向

第5章 世界のヘルスケア不正検知市場

  • 市場概要
  • 市場実績
  • COVID-19の影響
  • 市場予測

第6章 市場内訳：コンポーネント別

  • ソフトウェア
    • 市場動向
    • 市場予測
  • サービス
    • 市場動向
    • 市場予測

第7章 市場内訳：タイプ別

  • 記述的分析
    • 市場動向
    • 市場予測
  • 予測分析
    • 市場動向
    • 市場予測
  • 処方的分析
    • 市場動向
    • 市場予測

第8章 市場内訳：提供モード別

  • オンプレミス
    • 市場動向
    • 市場予測
  • オンデマンド
    • 市場動向
    • 市場予測

第9章 市場内訳：用途別

  • 保険請求の審査
    • 市場動向
    • 市場予測
  • 決済の整合性
    • 市場動向
    • 市場予測

第10章 市場内訳：エンドユーザー別

  • 民間保険支払者
    • 市場動向
    • 市場予測
  • 政府機関
    • 市場動向
    • 市場予測
  • その他
    • 市場動向
    • 市場予測

第11章 市場内訳：地域別

  • 北米
    • 米国
    • カナダ
  • アジア太平洋地域
    • 中国
    • 日本
    • インド
    • 韓国
    • オーストラリア
    • インドネシア
    • その他
  • 欧州
    • ドイツ
    • フランス
    • 英国
    • イタリア
    • スペイン
    • ロシア
    • その他
  • ラテンアメリカ
    • ブラジル
    • メキシコ
    • その他
  • 中東・アフリカ
    • 市場動向
    • 市場内訳：国別
    • 市場予測

第12章 SWOT分析

  • 概要
  • 強み
  • 弱み
  • 機会
  • 脅威

第13章 バリューチェーン分析

第14章 ポーターのファイブフォース分析

  • 概要
  • 買い手の交渉力
  • 供給企業の交渉力
  • 競合の程度
  • 新規参入業者の脅威
  • 代替品の脅威

第15章 価格分析

第16章 競合情勢

  • 市場構造
  • 主要企業
  • 主要企業のプロファイル
    • CGI Inc.
    • Conduent Inc.
    • ExlService Holdings Inc.
    • Fair Isaac Corporation
    • HCL Technologies Limited
    • International Business Machines Corporation
    • Northrop Grumman Corporation
    • RELX Group plc
    • SAS Institute Inc.
    • UnitedHealth Group
    • Wipro Ltd.
図表

List of Figures

  • Figure 1: Global: Healthcare Fraud Detection Market: Major Drivers and Challenges
  • Figure 2: Global: Healthcare Fraud Detection Market: Sales Value (in Billion US$), 2018-2023
  • Figure 3: Global: Healthcare Fraud Detection Market Forecast: Sales Value (in Billion US$), 2024-2032
  • Figure 4: Global: Healthcare Fraud Detection Market: Breakup by Component (in %), 2023
  • Figure 5: Global: Healthcare Fraud Detection Market: Breakup by Type (in %), 2023
  • Figure 6: Global: Healthcare Fraud Detection Market: Breakup by Delivery Mode (in %), 2023
  • Figure 7: Global: Healthcare Fraud Detection Market: Breakup by Application (in %), 2023
  • Figure 8: Global: Healthcare Fraud Detection Market: Breakup by End User (in %), 2023
  • Figure 9: Global: Healthcare Fraud Detection Market: Breakup by Region (in %), 2023
  • Figure 10: Global: Healthcare Fraud Detection (Software) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 11: Global: Healthcare Fraud Detection (Software) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 12: Global: Healthcare Fraud Detection (Services) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 13: Global: Healthcare Fraud Detection (Services) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 14: Global: Healthcare Fraud Detection (Descriptive Analytics) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 15: Global: Healthcare Fraud Detection (Descriptive Analytics) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 16: Global: Healthcare Fraud Detection (Predictive Analytics) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 17: Global: Healthcare Fraud Detection (Predictive Analytics) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 18: Global: Healthcare Fraud Detection (Prescriptive Analytics) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 19: Global: Healthcare Fraud Detection (Prescriptive Analytics) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 20: Global: Healthcare Fraud Detection (On-premises) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 21: Global: Healthcare Fraud Detection (On-premises) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 22: Global: Healthcare Fraud Detection (On-demand) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 23: Global: Healthcare Fraud Detection (On-demand) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 24: Global: Healthcare Fraud Detection (Insurance Claims Review) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 25: Global: Healthcare Fraud Detection (Insurance Claims Review) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 26: Global: Healthcare Fraud Detection (Payment Integrity) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 27: Global: Healthcare Fraud Detection (Payment Integrity) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 28: Global: Healthcare Fraud Detection (Private Insurance Payers) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 29: Global: Healthcare Fraud Detection (Private Insurance Payers) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 30: Global: Healthcare Fraud Detection (Government Agencies) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 31: Global: Healthcare Fraud Detection (Government Agencies) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 32: Global: Healthcare Fraud Detection (Other End Users) Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 33: Global: Healthcare Fraud Detection (Other End Users) Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 34: North America: Healthcare Fraud Detection Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 35: North America: Healthcare Fraud Detection Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 36: United States: Healthcare Fraud Detection Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 37: United States: Healthcare Fraud Detection Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 38: Canada: Healthcare Fraud Detection Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 39: Canada: Healthcare Fraud Detection Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 40: Asia-Pacific: Healthcare Fraud Detection Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 41: Asia-Pacific: Healthcare Fraud Detection Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 42: China: Healthcare Fraud Detection Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 43: China: Healthcare Fraud Detection Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 44: Japan: Healthcare Fraud Detection Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 45: Japan: Healthcare Fraud Detection Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 46: India: Healthcare Fraud Detection Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 47: India: Healthcare Fraud Detection Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 48: South Korea: Healthcare Fraud Detection Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 49: South Korea: Healthcare Fraud Detection Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 50: Australia: Healthcare Fraud Detection Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 51: Australia: Healthcare Fraud Detection Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 52: Indonesia: Healthcare Fraud Detection Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 53: Indonesia: Healthcare Fraud Detection Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 54: Others: Healthcare Fraud Detection Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 55: Others: Healthcare Fraud Detection Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 56: Europe: Healthcare Fraud Detection Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 57: Europe: Healthcare Fraud Detection Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 58: Germany: Healthcare Fraud Detection Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 59: Germany: Healthcare Fraud Detection Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 60: France: Healthcare Fraud Detection Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 61: France: Healthcare Fraud Detection Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 62: United Kingdom: Healthcare Fraud Detection Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 63: United Kingdom: Healthcare Fraud Detection Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 64: Italy: Healthcare Fraud Detection Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 65: Italy: Healthcare Fraud Detection Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 66: Spain: Healthcare Fraud Detection Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 67: Spain: Healthcare Fraud Detection Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 68: Russia: Healthcare Fraud Detection Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 69: Russia: Healthcare Fraud Detection Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 70: Others: Healthcare Fraud Detection Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 71: Others: Healthcare Fraud Detection Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 72: Latin America: Healthcare Fraud Detection Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 73: Latin America: Healthcare Fraud Detection Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 74: Brazil: Healthcare Fraud Detection Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 75: Brazil: Healthcare Fraud Detection Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 76: Mexico: Healthcare Fraud Detection Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 77: Mexico: Healthcare Fraud Detection Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 78: Others: Healthcare Fraud Detection Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 79: Others: Healthcare Fraud Detection Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 80: Middle East and Africa: Healthcare Fraud Detection Market: Sales Value (in Million US$), 2018 & 2023
  • Figure 81: Middle East and Africa: Healthcare Fraud Detection Market: Breakup by Country (in %), 2023
  • Figure 82: Middle East and Africa: Healthcare Fraud Detection Market Forecast: Sales Value (in Million US$), 2024-2032
  • Figure 83: Global: Healthcare Fraud Detection Industry: SWOT Analysis
  • Figure 84: Global: Healthcare Fraud Detection Industry: Value Chain Analysis
  • Figure 85: Global: Healthcare Fraud Detection Industry: Porter's Five Forces Analysis

List of Tables

  • Table 1: Global: Healthcare Fraud Detection Market: Key Industry Highlights, 2023 and 2032
  • Table 2: Global: Healthcare Fraud Detection Market Forecast: Breakup by Component (in Million US$), 2024-2032
  • Table 3: Global: Healthcare Fraud Detection Market Forecast: Breakup by Type (in Million US$), 2024-2032
  • Table 4: Global: Healthcare Fraud Detection Market Forecast: Breakup by Delivery Mode (in Million US$), 2024-2032
  • Table 5: Global: Healthcare Fraud Detection Market Forecast: Breakup by Application (in Million US$), 2024-2032
  • Table 6: Global: Healthcare Fraud Detection Market Forecast: Breakup by End User (in Million US$), 2024-2032
  • Table 7: Global: Healthcare Fraud Detection Market Forecast: Breakup by Region (in Million US$), 2024-2032
  • Table 8: Global: Healthcare Fraud Detection Market: Competitive Structure
  • Table 9: Global: Healthcare Fraud Detection Market: Key Players
目次
Product Code: SR112024A5536

The global healthcare fraud detection market size reached US$ 2.5 Billion in 2023. Looking forward, IMARC Group expects the market to reach US$ 14.0 Billion by 2032, exhibiting a growth rate (CAGR) of 20.7% during 2024-2032.

Healthcare fraud detection aids in detecting and preventing healthcare fraud, waste, and abuse at every stage of the claim process and reducing inappropriate payments. It connects existing payment integrity solutions and consolidates data from internal and external sources, such as claims systems, watch lists, third parties, and unstructured texts for efficient data management. It relies on various advanced analytic and artificial learning (AI) techniques, including modern statistical, machine learning (ML), deep learning, and text analytics algorithms. Apart from this, it uses a flexible process to assist operational, clinical, and investigative evaluations and store all relevant case information.

Healthcare Fraud Detection Market Trends:

Due to an increase in the number of patients seeking health insurance, there is a rise in the demand for healthcare fraud detection solutions. This, along with the growing prepayment review model in the healthcare industry, represents one of the key factors driving the market. Moreover, the increasing number of pharmacy claims-related frauds across the globe is propelling the growth of the market. In addition, there is a rise in the demand for solutions that have biometric sensors to identify frauds. This, coupled with the growing adoption of healthcare fraud analytics, especially in developing countries, is positively influencing the market. Besides this, the increasing integration of artificial intelligence (AI) in healthcare fraud detection is offering lucrative growth opportunities to industry investors. Apart from this, governments of several countries are undertaking initiatives to review healthcare insurance claims and save money of consumers and nations. In line with this, the burgeoning healthcare industry is bolstering the growth of the market. Other growth-inducing factors are the increasing returns on investment (ROI), rising use of social media, and funding for the implementation of several information and technology (IT) platforms.

Key Market Segmentation:

IMARC Group provides an analysis of the key trends in each sub-segment of the global healthcare fraud detection market report, along with forecasts at the global, regional and country level from 2024-2032. Our report has categorized the market based on component, type, delivery mode, application and end user.

Breakup by Component:

Software

Services

Breakup by Type:

Descriptive Analytics

Predictive Analytics

Prescriptive Analytics

Breakup by Delivery Mode:

On-premises

On-demand

Breakup by Application:

Insurance Claims Review

Payment Integrity

Breakup by End User:

Private Insurance Payers

Government Agencies

Others

Breakup by Region:

North America

United States

Canada

Asia-Pacific

China

Japan

India

South Korea

Australia

Indonesia

Others

Europe

Germany

France

United Kingdom

Italy

Spain

Russia

Others

Latin America

Brazil

Mexico

Others

Middle East and Africa

Competitive Landscape:

The competitive landscape of the industry has also been examined along with the profiles of the key players being CGI Inc., Conduent Inc., ExlService Holdings Inc., Fair Isaac Corporation, HCL Technologies Limited, International Business Machines Corporation, Northrop Grumman Corporation, RELX Group plc, SAS Institute Inc., UnitedHealth Group and Wipro Ltd.

Key Questions Answered in This Report:

  • How has the global healthcare fraud detection market performed so far and how will it perform in the coming years?
  • What has been the impact of COVID-19 on the global healthcare fraud detection market?
  • What are the key regional markets?
  • What is the breakup of the market based on the component?
  • What is the breakup of the market based on the type?
  • What is the breakup of the market based on the delivery mode?
  • What is the breakup of the market based on the application?
  • What is the breakup of the market based on the end user?
  • What are the various stages in the value chain of the industry?
  • What are the key driving factors and challenges in the industry?
  • What is the structure of the global healthcare fraud detection market and who are the key players?
  • What is the degree of competition in the industry?

Table of Contents

1 Preface

2 Scope and Methodology

  • 2.1 Objectives of the Study
  • 2.2 Stakeholders
  • 2.3 Data Sources
    • 2.3.1 Primary Sources
    • 2.3.2 Secondary Sources
  • 2.4 Market Estimation
    • 2.4.1 Bottom-Up Approach
    • 2.4.2 Top-Down Approach
  • 2.5 Forecasting Methodology

3 Executive Summary

4 Introduction

  • 4.1 Overview
  • 4.2 Key Industry Trends

5 Global Healthcare Fraud Detection Market

  • 5.1 Market Overview
  • 5.2 Market Performance
  • 5.3 Impact of COVID-19
  • 5.4 Market Forecast

6 Market Breakup by Component

  • 6.1 Software
    • 6.1.1 Market Trends
    • 6.1.2 Market Forecast
  • 6.2 Services
    • 6.2.1 Market Trends
    • 6.2.2 Market Forecast

7 Market Breakup by Type

  • 7.1 Descriptive Analytics
    • 7.1.1 Market Trends
    • 7.1.2 Market Forecast
  • 7.2 Predictive Analytics
    • 7.2.1 Market Trends
    • 7.2.2 Market Forecast
  • 7.3 Prescriptive Analytics
    • 7.3.1 Market Trends
    • 7.3.2 Market Forecast

8 Market Breakup by Delivery Mode

  • 8.1 On-premises
    • 8.1.1 Market Trends
    • 8.1.2 Market Forecast
  • 8.2 On-demand
    • 8.2.1 Market Trends
    • 8.2.2 Market Forecast

9 Market Breakup by Application

  • 9.1 Insurance Claims Review
    • 9.1.1 Market Trends
    • 9.1.2 Market Forecast
  • 9.2 Payment Integrity
    • 9.2.1 Market Trends
    • 9.2.2 Market Forecast

10 Market Breakup by End User

  • 10.1 Private Insurance Payers
    • 10.1.1 Market Trends
    • 10.1.2 Market Forecast
  • 10.2 Government Agencies
    • 10.2.1 Market Trends
    • 10.2.2 Market Forecast
  • 10.3 Others
    • 10.3.1 Market Trends
    • 10.3.2 Market Forecast

11 Market Breakup by Region

  • 11.1 North America
    • 11.1.1 United States
      • 11.1.1.1 Market Trends
      • 11.1.1.2 Market Forecast
    • 11.1.2 Canada
      • 11.1.2.1 Market Trends
      • 11.1.2.2 Market Forecast
  • 11.2 Asia-Pacific
    • 11.2.1 China
      • 11.2.1.1 Market Trends
      • 11.2.1.2 Market Forecast
    • 11.2.2 Japan
      • 11.2.2.1 Market Trends
      • 11.2.2.2 Market Forecast
    • 11.2.3 India
      • 11.2.3.1 Market Trends
      • 11.2.3.2 Market Forecast
    • 11.2.4 South Korea
      • 11.2.4.1 Market Trends
      • 11.2.4.2 Market Forecast
    • 11.2.5 Australia
      • 11.2.5.1 Market Trends
      • 11.2.5.2 Market Forecast
    • 11.2.6 Indonesia
      • 11.2.6.1 Market Trends
      • 11.2.6.2 Market Forecast
    • 11.2.7 Others
      • 11.2.7.1 Market Trends
      • 11.2.7.2 Market Forecast
  • 11.3 Europe
    • 11.3.1 Germany
      • 11.3.1.1 Market Trends
      • 11.3.1.2 Market Forecast
    • 11.3.2 France
      • 11.3.2.1 Market Trends
      • 11.3.2.2 Market Forecast
    • 11.3.3 United Kingdom
      • 11.3.3.1 Market Trends
      • 11.3.3.2 Market Forecast
    • 11.3.4 Italy
      • 11.3.4.1 Market Trends
      • 11.3.4.2 Market Forecast
    • 11.3.5 Spain
      • 11.3.5.1 Market Trends
      • 11.3.5.2 Market Forecast
    • 11.3.6 Russia
      • 11.3.6.1 Market Trends
      • 11.3.6.2 Market Forecast
    • 11.3.7 Others
      • 11.3.7.1 Market Trends
      • 11.3.7.2 Market Forecast
  • 11.4 Latin America
    • 11.4.1 Brazil
      • 11.4.1.1 Market Trends
      • 11.4.1.2 Market Forecast
    • 11.4.2 Mexico
      • 11.4.2.1 Market Trends
      • 11.4.2.2 Market Forecast
    • 11.4.3 Others
      • 11.4.3.1 Market Trends
      • 11.4.3.2 Market Forecast
  • 11.5 Middle East and Africa
    • 11.5.1 Market Trends
    • 11.5.2 Market Breakup by Country
    • 11.5.3 Market Forecast

12 SWOT Analysis

  • 12.1 Overview
  • 12.2 Strengths
  • 12.3 Weaknesses
  • 12.4 Opportunities
  • 12.5 Threats

13 Value Chain Analysis

14 Porters Five Forces Analysis

  • 14.1 Overview
  • 14.2 Bargaining Power of Buyers
  • 14.3 Bargaining Power of Suppliers
  • 14.4 Degree of Competition
  • 14.5 Threat of New Entrants
  • 14.6 Threat of Substitutes

15 Price Analysis

16 Competitive Landscape

  • 16.1 Market Structure
  • 16.2 Key Players
  • 16.3 Profiles of Key Players
    • 16.3.1 CGI Inc.
      • 16.3.1.1 Company Overview
      • 16.3.1.2 Product Portfolio
      • 16.3.1.3 Financials
      • 16.3.1.4 SWOT Analysis
    • 16.3.2 Conduent Inc.
      • 16.3.2.1 Company Overview
      • 16.3.2.2 Product Portfolio
      • 16.3.2.3 Financials
      • 16.3.2.4 SWOT Analysis
    • 16.3.3 ExlService Holdings Inc.
      • 16.3.3.1 Company Overview
      • 16.3.3.2 Product Portfolio
      • 16.3.3.3 Financials
    • 16.3.4 Fair Isaac Corporation
      • 16.3.4.1 Company Overview
      • 16.3.4.2 Product Portfolio
      • 16.3.4.3 Financials
      • 16.3.4.4 SWOT Analysis
    • 16.3.5 HCL Technologies Limited
      • 16.3.5.1 Company Overview
      • 16.3.5.2 Product Portfolio
      • 16.3.5.3 Financials
      • 16.3.5.4 SWOT Analysis
    • 16.3.6 International Business Machines Corporation
      • 16.3.6.1 Company Overview
      • 16.3.6.2 Product Portfolio
      • 16.3.6.3 Financials
    • 16.3.7 Northrop Grumman Corporation
      • 16.3.7.1 Company Overview
      • 16.3.7.2 Product Portfolio
      • 16.3.7.3 Financials
      • 16.3.7.4 SWOT Analysis
    • 16.3.8 RELX Group plc
      • 16.3.8.1 Company Overview
      • 16.3.8.2 Product Portfolio
      • 16.3.8.3 Financials
      • 16.3.8.4 SWOT Analysis
    • 16.3.9 SAS Institute Inc.
      • 16.3.9.1 Company Overview
      • 16.3.9.2 Product Portfolio
      • 16.3.9.3 SWOT Analysis
    • 16.3.10 UnitedHealth Group
      • 16.3.10.1 Company Overview
      • 16.3.10.2 Product Portfolio
      • 16.3.10.3 Financials
      • 16.3.10.4 SWOT Analysis
    • 16.3.11 Wipro Ltd.
      • 16.3.11.1 Company Overview
      • 16.3.11.2 Product Portfolio
      • 16.3.11.3 Financials