Global Healthcare Descriptive Analytics Market Growth (Status and Outlook) 2022-2028
- Category: Business & Services
- Published Date: Feb 2022
- Publisher: LP Information
- Pages: 87
As the global economy mends, the 2021 growth of Healthcare Descriptive Analytics will have significant change from previous year. According to our (Intelligence Market Repots) latest study, the global Healthcare Descriptive Analytics market size is USD million in 2022 from USD 19320 million in 2021, with a change of % between 2021 and 2022. The global Healthcare Descriptive Analytics market size will reach USD 76410 million in 2028, growing at a CAGR of 21.7% over the analysis period.
The United States Healthcare Descriptive Analytics market is expected at value of US$ million in 2021 and grow at approximately % CAGR during review period. China constitutes a % market for the global Healthcare Descriptive Analytics market, reaching US$ million by the year 2028. As for the Europe Healthcare Descriptive Analytics landscape, Germany is projected to reach US$ million by 2028 trailing a CAGR of % over the forecast period. In APAC, the growth rates of other notable markets (Japan and South Korea) are projected to be at % and % respectively for the next 5-year period.
Global main Healthcare Descriptive Analytics players cover Cerner Corporation, IBM, McKesson Corporation, and MedeAnalytics, Inc., etc. In terms of revenue, the global largest two companies occupy a share nearly % in 2021.
This report presents a comprehensive overview, market shares, and growth opportunities of Healthcare Descriptive Analytics market by product type, application, key players and key regions and countries.
Segmentation by type: breakdown data from 2017 to 2022 in Section 2.3; and forecast to 2028 in section 10.7.
On-premise
Cloud-based
Segmentation by application: breakdown data from 2017 to 2022, in Section 2.4; and forecast to 2028 in section 10.8.
Hospitals
Clinics
Diagnostic Centers
Academics and Research Institutes
Others
This report also splits the market by region: Breakdown data in Chapter 4, 5, 6, 7 and 8.
Americas
United States
Canada
Mexico
Brazil
APAC
China
Japan
Korea
Southeast Asia
India
Australia
Europe
Germany
France
UK
Italy
Russia
Middle East & Africa
Egypt
South Africa
Israel
Turkey
GCC Countries
The report also presents the market competition landscape and a corresponding detailed analysis of the major players in the market. The key players covered in this report: Breakdown data in in Chapter 3.
Cerner Corporation
IBM
McKesson Corporation
MedeAnalytics, Inc.
Optum, Inc. (United HealthCare Services, Inc.)
Oracle Corporation
Allscripts Healthcare Solutions, Inc.
Inovalon
The United States Healthcare Descriptive Analytics market is expected at value of US$ million in 2021 and grow at approximately % CAGR during review period. China constitutes a % market for the global Healthcare Descriptive Analytics market, reaching US$ million by the year 2028. As for the Europe Healthcare Descriptive Analytics landscape, Germany is projected to reach US$ million by 2028 trailing a CAGR of % over the forecast period. In APAC, the growth rates of other notable markets (Japan and South Korea) are projected to be at % and % respectively for the next 5-year period.
Global main Healthcare Descriptive Analytics players cover Cerner Corporation, IBM, McKesson Corporation, and MedeAnalytics, Inc., etc. In terms of revenue, the global largest two companies occupy a share nearly % in 2021.
This report presents a comprehensive overview, market shares, and growth opportunities of Healthcare Descriptive Analytics market by product type, application, key players and key regions and countries.
Segmentation by type: breakdown data from 2017 to 2022 in Section 2.3; and forecast to 2028 in section 10.7.
On-premise
Cloud-based
Segmentation by application: breakdown data from 2017 to 2022, in Section 2.4; and forecast to 2028 in section 10.8.
Hospitals
Clinics
Diagnostic Centers
Academics and Research Institutes
Others
This report also splits the market by region: Breakdown data in Chapter 4, 5, 6, 7 and 8.
Americas
United States
Canada
Mexico
Brazil
APAC
China
Japan
Korea
Southeast Asia
India
Australia
Europe
Germany
France
UK
Italy
Russia
Middle East & Africa
Egypt
South Africa
Israel
Turkey
GCC Countries
The report also presents the market competition landscape and a corresponding detailed analysis of the major players in the market. The key players covered in this report: Breakdown data in in Chapter 3.
Cerner Corporation
IBM
McKesson Corporation
MedeAnalytics, Inc.
Optum, Inc. (United HealthCare Services, Inc.)
Oracle Corporation
Allscripts Healthcare Solutions, Inc.
Inovalon
1 Scope of the Report
1.1 Market Introduction
1.2 Years Considered
1.3 Research Objectives
1.4 Market Research Methodology
1.5 Research Process and Data Source
1.6 Economic Indicators
1.7 Currency Considered
2 Executive Summary
2.1 World Market Overview
2.1.1 Global Healthcare Descriptive Analytics Market Size 2017-2028
2.1.2 Healthcare Descriptive Analytics Market Size CAGR by Region 2017 VS 2022 VS 2028
2.2 Healthcare Descriptive Analytics Segment by Type
2.2.1 On-premise
2.2.2 Cloud-based
2.3 Healthcare Descriptive Analytics Market Size by Type
2.3.1 Healthcare Descriptive Analytics Market Size CAGR by Type (2017 VS 2022 VS 2028)
2.3.2 Global Healthcare Descriptive Analytics Market Size Market Share by Type (2017-2022)
2.4 Healthcare Descriptive Analytics Segment by Application
2.4.1 Hospitals
2.4.2 Clinics
2.4.3 Diagnostic Centers
2.4.4 Academics and Research Institutes
2.4.5 Others
2.5 Healthcare Descriptive Analytics Market Size by Application
2.5.1 Healthcare Descriptive Analytics Market Size CAGR by Application (2017 VS 2022 VS 2028)
2.5.2 Global Healthcare Descriptive Analytics Market Size Market Share by Application (2017-2022)
3 Healthcare Descriptive Analytics Market Size by Player
3.1 Healthcare Descriptive Analytics Market Size Market Share by Players
3.1.1 Global Healthcare Descriptive Analytics Revenue by Players (2020-2022)
3.1.2 Global Healthcare Descriptive Analytics Revenue Market Share by Players (2020-2022)
3.2 Global Healthcare Descriptive Analytics Key Players Head office and Products Offered
3.3 Market Concentration Rate Analysis
3.3.1 Competition Landscape Analysis
3.3.2 Concentration Ratio (CR3, CR5 and CR10) & (2020-2022)
3.4 New Products and Potential Entrants
3.5 Mergers & Acquisitions, Expansion
4 Healthcare Descriptive Analytics by Regions
4.1 Healthcare Descriptive Analytics Market Size by Regions (2017-2022)
4.2 Americas Healthcare Descriptive Analytics Market Size Growth (2017-2022)
4.3 APAC Healthcare Descriptive Analytics Market Size Growth (2017-2022)
4.4 Europe Healthcare Descriptive Analytics Market Size Growth (2017-2022)
4.5 Middle East & Africa Healthcare Descriptive Analytics Market Size Growth (2017-2022)
5 Americas
5.1 Americas Healthcare Descriptive Analytics Market Size by Country (2017-2022)
5.2 Americas Healthcare Descriptive Analytics Market Size by Type (2017-2022)
5.3 Americas Healthcare Descriptive Analytics Market Size by Application (2017-2022)
5.4 United States
5.5 Canada
5.6 Mexico
5.7 Brazil
6 APAC
6.1 APAC Healthcare Descriptive Analytics Market Size by Region (2017-2022)
6.2 APAC Healthcare Descriptive Analytics Market Size by Type (2017-2022)
6.3 APAC Healthcare Descriptive Analytics Market Size by Application (2017-2022)
6.4 China
6.5 Japan
6.6 Korea
6.7 Southeast Asia
6.8 India
6.9 Australia
7 Europe
7.1 Europe Healthcare Descriptive Analytics by Country (2017-2022)
7.2 Europe Healthcare Descriptive Analytics Market Size by Type (2017-2022)
7.3 Europe Healthcare Descriptive Analytics Market Size by Application (2017-2022)
7.4 Germany
7.5 France
7.6 UK
7.7 Italy
7.8 Russia
8 Middle East & Africa
8.1 Middle East & Africa Healthcare Descriptive Analytics by Region (2017-2022)
8.2 Middle East & Africa Healthcare Descriptive Analytics Market Size by Type (2017-2022)
8.3 Middle East & Africa Healthcare Descriptive Analytics Market Size by Application (2017-2022)
8.4 Egypt
8.5 South Africa
8.6 Israel
8.7 Turkey
8.8 GCC Countries
9 Market Drivers, Challenges and Trends
9.1 Market Drivers & Growth Opportunities
9.2 Market Challenges & Risks
9.3 Industry Trends
10 Global Healthcare Descriptive Analytics Market Forecast
10.1 Global Healthcare Descriptive Analytics Forecast by Regions (2023-2028)
10.1.1 Global Healthcare Descriptive Analytics Forecast by Regions (2023-2028)
10.1.2 Americas Healthcare Descriptive Analytics Forecast
10.1.3 APAC Healthcare Descriptive Analytics Forecast
10.1.4 Europe Healthcare Descriptive Analytics Forecast
10.1.5 Middle East & Africa Healthcare Descriptive Analytics Forecast
10.2 Americas Healthcare Descriptive Analytics Forecast by Country (2023-2028)
10.2.1 United States Healthcare Descriptive Analytics Market Forecast
10.2.2 Canada Healthcare Descriptive Analytics Market Forecast
10.2.3 Mexico Healthcare Descriptive Analytics Market Forecast
10.2.4 Brazil Healthcare Descriptive Analytics Market Forecast
10.3 APAC Healthcare Descriptive Analytics Forecast by Region (2023-2028)
10.3.1 China Healthcare Descriptive Analytics Market Forecast
10.3.2 Japan Healthcare Descriptive Analytics Market Forecast
10.3.3 Korea Healthcare Descriptive Analytics Market Forecast
10.3.4 Southeast Asia Healthcare Descriptive Analytics Market Forecast
10.3.5 India Healthcare Descriptive Analytics Market Forecast
10.3.6 Australia Healthcare Descriptive Analytics Market Forecast
10.4 Europe Healthcare Descriptive Analytics Forecast by Country (2023-2028)
10.4.1 Germany Healthcare Descriptive Analytics Market Forecast
10.4.2 France Healthcare Descriptive Analytics Market Forecast
10.4.3 UK Healthcare Descriptive Analytics Market Forecast
10.4.4 Italy Healthcare Descriptive Analytics Market Forecast
10.4.5 Russia Healthcare Descriptive Analytics Market Forecast
10.5 Middle East & Africa Healthcare Descriptive Analytics Forecast by Region (2023-2028)
10.5.1 Egypt Healthcare Descriptive Analytics Market Forecast
10.5.2 South Africa Healthcare Descriptive Analytics Market Forecast
10.5.3 Israel Healthcare Descriptive Analytics Market Forecast
10.5.4 Turkey Healthcare Descriptive Analytics Market Forecast
10.5.5 GCC Countries Healthcare Descriptive Analytics Market Forecast
10.6 Global Healthcare Descriptive Analytics Forecast by Type (2023-2028)
10.7 Global Healthcare Descriptive Analytics Forecast by Application (2023-2028)
11 Key Players Analysis
11.1 Cerner Corporation
11.1.1 Cerner Corporation Company Information
11.1.2 Cerner Corporation Healthcare Descriptive Analytics Product Offered
11.1.3 Cerner Corporation Healthcare Descriptive Analytics Revenue, Gross Margin and Market Share (2020-2022)
11.1.4 Cerner Corporation Main Business Overview
11.1.5 Cerner Corporation Latest Developments
11.2 IBM
11.2.1 IBM Company Information
11.2.2 IBM Healthcare Descriptive Analytics Product Offered
11.2.3 IBM Healthcare Descriptive Analytics Revenue, Gross Margin and Market Share (2020-2022)
11.2.4 IBM Main Business Overview
11.2.5 IBM Latest Developments
11.3 McKesson Corporation
11.3.1 McKesson Corporation Company Information
11.3.2 McKesson Corporation Healthcare Descriptive Analytics Product Offered
11.3.3 McKesson Corporation Healthcare Descriptive Analytics Revenue, Gross Margin and Market Share (2020-2022)
11.3.4 McKesson Corporation Main Business Overview
11.3.5 McKesson Corporation Latest Developments
11.4 MedeAnalytics, Inc.
11.4.1 MedeAnalytics, Inc. Company Information
11.4.2 MedeAnalytics, Inc. Healthcare Descriptive Analytics Product Offered
11.4.3 MedeAnalytics, Inc. Healthcare Descriptive Analytics Revenue, Gross Margin and Market Share (2020-2022)
11.4.4 MedeAnalytics, Inc. Main Business Overview
11.4.5 MedeAnalytics, Inc. Latest Developments
11.5 Optum, Inc. (United HealthCare Services, Inc.)
11.5.1 Optum, Inc. (United HealthCare Services, Inc.) Company Information
11.5.2 Optum, Inc. (United HealthCare Services, Inc.) Healthcare Descriptive Analytics Product Offered
11.5.3 Optum, Inc. (United HealthCare Services, Inc.) Healthcare Descriptive Analytics Revenue, Gross Margin and Market Share (2020-2022)
11.5.4 Optum, Inc. (United HealthCare Services, Inc.) Main Business Overview
11.5.5 Optum, Inc. (United HealthCare Services, Inc.) Latest Developments
11.6 Oracle Corporation
11.6.1 Oracle Corporation Company Information
11.6.2 Oracle Corporation Healthcare Descriptive Analytics Product Offered
11.6.3 Oracle Corporation Healthcare Descriptive Analytics Revenue, Gross Margin and Market Share (2020-2022)
11.6.4 Oracle Corporation Main Business Overview
11.6.5 Oracle Corporation Latest Developments
11.7 Allscripts Healthcare Solutions, Inc.
11.7.1 Allscripts Healthcare Solutions, Inc. Company Information
11.7.2 Allscripts Healthcare Solutions, Inc. Healthcare Descriptive Analytics Product Offered
11.7.3 Allscripts Healthcare Solutions, Inc. Healthcare Descriptive Analytics Revenue, Gross Margin and Market Share (2020-2022)
11.7.4 Allscripts Healthcare Solutions, Inc. Main Business Overview
11.7.5 Allscripts Healthcare Solutions, Inc. Latest Developments
11.8 Inovalon
11.8.1 Inovalon Company Information
11.8.2 Inovalon Healthcare Descriptive Analytics Product Offered
11.8.3 Inovalon Healthcare Descriptive Analytics Revenue, Gross Margin and Market Share (2020-2022)
11.8.4 Inovalon Main Business Overview
11.8.5 Inovalon Latest Developments
12 Research Findings and Conclusion
1.1 Market Introduction
1.2 Years Considered
1.3 Research Objectives
1.4 Market Research Methodology
1.5 Research Process and Data Source
1.6 Economic Indicators
1.7 Currency Considered
2 Executive Summary
2.1 World Market Overview
2.1.1 Global Healthcare Descriptive Analytics Market Size 2017-2028
2.1.2 Healthcare Descriptive Analytics Market Size CAGR by Region 2017 VS 2022 VS 2028
2.2 Healthcare Descriptive Analytics Segment by Type
2.2.1 On-premise
2.2.2 Cloud-based
2.3 Healthcare Descriptive Analytics Market Size by Type
2.3.1 Healthcare Descriptive Analytics Market Size CAGR by Type (2017 VS 2022 VS 2028)
2.3.2 Global Healthcare Descriptive Analytics Market Size Market Share by Type (2017-2022)
2.4 Healthcare Descriptive Analytics Segment by Application
2.4.1 Hospitals
2.4.2 Clinics
2.4.3 Diagnostic Centers
2.4.4 Academics and Research Institutes
2.4.5 Others
2.5 Healthcare Descriptive Analytics Market Size by Application
2.5.1 Healthcare Descriptive Analytics Market Size CAGR by Application (2017 VS 2022 VS 2028)
2.5.2 Global Healthcare Descriptive Analytics Market Size Market Share by Application (2017-2022)
3 Healthcare Descriptive Analytics Market Size by Player
3.1 Healthcare Descriptive Analytics Market Size Market Share by Players
3.1.1 Global Healthcare Descriptive Analytics Revenue by Players (2020-2022)
3.1.2 Global Healthcare Descriptive Analytics Revenue Market Share by Players (2020-2022)
3.2 Global Healthcare Descriptive Analytics Key Players Head office and Products Offered
3.3 Market Concentration Rate Analysis
3.3.1 Competition Landscape Analysis
3.3.2 Concentration Ratio (CR3, CR5 and CR10) & (2020-2022)
3.4 New Products and Potential Entrants
3.5 Mergers & Acquisitions, Expansion
4 Healthcare Descriptive Analytics by Regions
4.1 Healthcare Descriptive Analytics Market Size by Regions (2017-2022)
4.2 Americas Healthcare Descriptive Analytics Market Size Growth (2017-2022)
4.3 APAC Healthcare Descriptive Analytics Market Size Growth (2017-2022)
4.4 Europe Healthcare Descriptive Analytics Market Size Growth (2017-2022)
4.5 Middle East & Africa Healthcare Descriptive Analytics Market Size Growth (2017-2022)
5 Americas
5.1 Americas Healthcare Descriptive Analytics Market Size by Country (2017-2022)
5.2 Americas Healthcare Descriptive Analytics Market Size by Type (2017-2022)
5.3 Americas Healthcare Descriptive Analytics Market Size by Application (2017-2022)
5.4 United States
5.5 Canada
5.6 Mexico
5.7 Brazil
6 APAC
6.1 APAC Healthcare Descriptive Analytics Market Size by Region (2017-2022)
6.2 APAC Healthcare Descriptive Analytics Market Size by Type (2017-2022)
6.3 APAC Healthcare Descriptive Analytics Market Size by Application (2017-2022)
6.4 China
6.5 Japan
6.6 Korea
6.7 Southeast Asia
6.8 India
6.9 Australia
7 Europe
7.1 Europe Healthcare Descriptive Analytics by Country (2017-2022)
7.2 Europe Healthcare Descriptive Analytics Market Size by Type (2017-2022)
7.3 Europe Healthcare Descriptive Analytics Market Size by Application (2017-2022)
7.4 Germany
7.5 France
7.6 UK
7.7 Italy
7.8 Russia
8 Middle East & Africa
8.1 Middle East & Africa Healthcare Descriptive Analytics by Region (2017-2022)
8.2 Middle East & Africa Healthcare Descriptive Analytics Market Size by Type (2017-2022)
8.3 Middle East & Africa Healthcare Descriptive Analytics Market Size by Application (2017-2022)
8.4 Egypt
8.5 South Africa
8.6 Israel
8.7 Turkey
8.8 GCC Countries
9 Market Drivers, Challenges and Trends
9.1 Market Drivers & Growth Opportunities
9.2 Market Challenges & Risks
9.3 Industry Trends
10 Global Healthcare Descriptive Analytics Market Forecast
10.1 Global Healthcare Descriptive Analytics Forecast by Regions (2023-2028)
10.1.1 Global Healthcare Descriptive Analytics Forecast by Regions (2023-2028)
10.1.2 Americas Healthcare Descriptive Analytics Forecast
10.1.3 APAC Healthcare Descriptive Analytics Forecast
10.1.4 Europe Healthcare Descriptive Analytics Forecast
10.1.5 Middle East & Africa Healthcare Descriptive Analytics Forecast
10.2 Americas Healthcare Descriptive Analytics Forecast by Country (2023-2028)
10.2.1 United States Healthcare Descriptive Analytics Market Forecast
10.2.2 Canada Healthcare Descriptive Analytics Market Forecast
10.2.3 Mexico Healthcare Descriptive Analytics Market Forecast
10.2.4 Brazil Healthcare Descriptive Analytics Market Forecast
10.3 APAC Healthcare Descriptive Analytics Forecast by Region (2023-2028)
10.3.1 China Healthcare Descriptive Analytics Market Forecast
10.3.2 Japan Healthcare Descriptive Analytics Market Forecast
10.3.3 Korea Healthcare Descriptive Analytics Market Forecast
10.3.4 Southeast Asia Healthcare Descriptive Analytics Market Forecast
10.3.5 India Healthcare Descriptive Analytics Market Forecast
10.3.6 Australia Healthcare Descriptive Analytics Market Forecast
10.4 Europe Healthcare Descriptive Analytics Forecast by Country (2023-2028)
10.4.1 Germany Healthcare Descriptive Analytics Market Forecast
10.4.2 France Healthcare Descriptive Analytics Market Forecast
10.4.3 UK Healthcare Descriptive Analytics Market Forecast
10.4.4 Italy Healthcare Descriptive Analytics Market Forecast
10.4.5 Russia Healthcare Descriptive Analytics Market Forecast
10.5 Middle East & Africa Healthcare Descriptive Analytics Forecast by Region (2023-2028)
10.5.1 Egypt Healthcare Descriptive Analytics Market Forecast
10.5.2 South Africa Healthcare Descriptive Analytics Market Forecast
10.5.3 Israel Healthcare Descriptive Analytics Market Forecast
10.5.4 Turkey Healthcare Descriptive Analytics Market Forecast
10.5.5 GCC Countries Healthcare Descriptive Analytics Market Forecast
10.6 Global Healthcare Descriptive Analytics Forecast by Type (2023-2028)
10.7 Global Healthcare Descriptive Analytics Forecast by Application (2023-2028)
11 Key Players Analysis
11.1 Cerner Corporation
11.1.1 Cerner Corporation Company Information
11.1.2 Cerner Corporation Healthcare Descriptive Analytics Product Offered
11.1.3 Cerner Corporation Healthcare Descriptive Analytics Revenue, Gross Margin and Market Share (2020-2022)
11.1.4 Cerner Corporation Main Business Overview
11.1.5 Cerner Corporation Latest Developments
11.2 IBM
11.2.1 IBM Company Information
11.2.2 IBM Healthcare Descriptive Analytics Product Offered
11.2.3 IBM Healthcare Descriptive Analytics Revenue, Gross Margin and Market Share (2020-2022)
11.2.4 IBM Main Business Overview
11.2.5 IBM Latest Developments
11.3 McKesson Corporation
11.3.1 McKesson Corporation Company Information
11.3.2 McKesson Corporation Healthcare Descriptive Analytics Product Offered
11.3.3 McKesson Corporation Healthcare Descriptive Analytics Revenue, Gross Margin and Market Share (2020-2022)
11.3.4 McKesson Corporation Main Business Overview
11.3.5 McKesson Corporation Latest Developments
11.4 MedeAnalytics, Inc.
11.4.1 MedeAnalytics, Inc. Company Information
11.4.2 MedeAnalytics, Inc. Healthcare Descriptive Analytics Product Offered
11.4.3 MedeAnalytics, Inc. Healthcare Descriptive Analytics Revenue, Gross Margin and Market Share (2020-2022)
11.4.4 MedeAnalytics, Inc. Main Business Overview
11.4.5 MedeAnalytics, Inc. Latest Developments
11.5 Optum, Inc. (United HealthCare Services, Inc.)
11.5.1 Optum, Inc. (United HealthCare Services, Inc.) Company Information
11.5.2 Optum, Inc. (United HealthCare Services, Inc.) Healthcare Descriptive Analytics Product Offered
11.5.3 Optum, Inc. (United HealthCare Services, Inc.) Healthcare Descriptive Analytics Revenue, Gross Margin and Market Share (2020-2022)
11.5.4 Optum, Inc. (United HealthCare Services, Inc.) Main Business Overview
11.5.5 Optum, Inc. (United HealthCare Services, Inc.) Latest Developments
11.6 Oracle Corporation
11.6.1 Oracle Corporation Company Information
11.6.2 Oracle Corporation Healthcare Descriptive Analytics Product Offered
11.6.3 Oracle Corporation Healthcare Descriptive Analytics Revenue, Gross Margin and Market Share (2020-2022)
11.6.4 Oracle Corporation Main Business Overview
11.6.5 Oracle Corporation Latest Developments
11.7 Allscripts Healthcare Solutions, Inc.
11.7.1 Allscripts Healthcare Solutions, Inc. Company Information
11.7.2 Allscripts Healthcare Solutions, Inc. Healthcare Descriptive Analytics Product Offered
11.7.3 Allscripts Healthcare Solutions, Inc. Healthcare Descriptive Analytics Revenue, Gross Margin and Market Share (2020-2022)
11.7.4 Allscripts Healthcare Solutions, Inc. Main Business Overview
11.7.5 Allscripts Healthcare Solutions, Inc. Latest Developments
11.8 Inovalon
11.8.1 Inovalon Company Information
11.8.2 Inovalon Healthcare Descriptive Analytics Product Offered
11.8.3 Inovalon Healthcare Descriptive Analytics Revenue, Gross Margin and Market Share (2020-2022)
11.8.4 Inovalon Main Business Overview
11.8.5 Inovalon Latest Developments
12 Research Findings and Conclusion
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