Global Clinical Decision Support Systems (CDSS) Market: Analysis and Forecast, 2021-2030

2.1 Scope of the Study
2.2 Inclusion and Exclusion Criteria
2.3 Key Questions Answered in the Report

3.1 Primary Data Sources
3.2 Secondary Data Sources
3.3 Data Sources Categorization
3.4 Selection Criteria for Company Profiles
3.5 Brief Overview of the Market Estimation Process
3.6 Data Validation
3.7 Assumptions and Limitations

4.1 Key Trends
4.2 Scenario Comparative Analysis
4.3 Effect on Competitive Landscape and Product Demand
4.4 Regional Impact
4.5 Future Perspective and Recommendations

5.1 Industry Ecosystem
5.2 Evidence-Based Analysis
5.3 Entry Barriers to Adoption of CDSS
5.4 Legal and Regulatory Framework
5.4.1 Regulatory Framework in the U.S.
5.4.2 Regulatory Framework in the European Union
5.5 Patent Landscape
5.5.1 Insights About Awaited Technological Advancements
5.5.1.1 The Transition from CDS Version 1.0 to Newer Versions
5.5.1.2 Robotic Surgery
5.5.1.3 Machine Learning
5.5.1.4 Natural Language Processing (NLP)
5.5.1.5 Big Data Analytics
5.5.1.6 Artificial Intelligence
5.5.2 Patent Filing Trend
5.5.2.1 Patent Analysis by Country
5.5.2.2 Patent Analysis by Year

6.1 Market Share Analysis
6.2 Key Developments and Strategies
6.2.1 Partnerships, Collaborations, and Agreements
6.2.2 New Offerings and Regulatory Approvals
6.2.3 Mergers and Acquisitions
6.2.4 Funding Activities
6.3 Business Model Analysis

7.1 Assumptions and Limitations
7.2 Key Findings and Opportunity Assessment
7.3 Global Clinical Decision Support Systems (CDSS) Market Size & Forecast, 2019-2030
7.4 Market Dynamics
7.4.1 Market Growth-Promoting Factors
7.4.1.1 Growing Emphasis on Reducing Medical Errors and Hospital Readmission Rates to Reduce Healthcare Costs
7.4.1.2 The Rise in the Number of Chronic Diseases
7.4.1.3 Technological Advancements in the Field of Information Technology
7.4.1.4 Shortage of Healthcare Workforce to Drive Demand for CDSS
7.4.1.5 Partnerships between CDSS Vendors and Cloud-Based Service Providers
7.4.2 Market Growth Inhibiting Factors
7.4.2.1 The Reluctance of Clinicians to use CDSS Systems due to Computer Illiteracy
7.4.2.2 Lack of Interoperability among CDSS and EHR
7.4.2.3 Data Security and Privacy Concerns
7.4.3 Market Growth Opportunities
7.4.3.1 Integration of CDSS with Blockchain
7.4.3.2 Collaborations with Precision Medicine Providers
7.4.3.3 Business Expansion in the Emerging Markets
7.4.3.4 Product Differentiation
7.4.4 Impact Analysis

8.1 Key Findings and Opportunity Assessment
8.2 Integrated
8.3 Standalone

9.1 Key Findings and Opportunity Assessment
9.2 Active CDSS
9.3 Passive CDSS

10.1 Key Findings and Opportunity Assessment
10.2 Conventional
10.3 Advanced

11.1 Key Findings and Opportunity Assessment
11.2 On-Premise CDSS
11.3 Cloud-Based CDSS

12.1 Key Findings and Opportunity Assessment
12.2 Knowledge-Based CDSS
12.3 Non-Knowledge-Based CDSS

13.1 Key Findings and Opportunity Assessment
13.2 Preventive Care
13.3 Diagnostics
13.4 Follow-Up Management
13.5 Other Applications

14.1 Key Findings and Opportunity Assessment
14.2 Hospitals and Clinics
14.3 Ambulatory Surgical Centers (ASCs)
14.4 Other End Users (Elderly Care Homes, Nursing Homes, etc.)

15.1 North America Clinical Decision Support Systems Market
15.1.1 Opportunity Assessment
15.1.2 Market Size and Forecast, by End Users
15.1.3 Market Share and Forecast, by Country
15.1.3.1 U.S.
15.1.3.2 Canada
15.2 Europe Clinical Decision Support Systems Market
15.2.1 Opportunity Assessment
15.2.2 Market Size and Forecast, by End User
15.2.3 Market Share and Forecast (by Country)
15.2.3.1 Germany
15.2.3.2 U.K.
15.2.3.3 France
15.2.3.4 Italy
15.2.3.5 Spain
15.2.3.6 Rest-of-Europe
15.3 Asia-Pacific Clinical Decision Support Systems (CDSS) Market
15.3.1 Opportunity Assessment
15.3.2 Market Size and Forecast, by End User
15.3.3 Market Share and Forecast (by Country)
15.3.3.1 China
15.3.3.2 Japan
15.3.3.3 India
15.3.3.4 Australia
15.3.3.5 South Korea
15.3.3.6 Rest-of-Asia-Pacific
15.4 Rest-of-the-World Clinical Decision Support Systems Market
15.4.1 Opportunity Assessment
15.4.2 Market Size and Forecast, by End User
15.4.3 Market Share and Forecast, by Country
15.4.3.1 Brazil
15.4.3.2 Russia
15.4.3.3 U.A.E.
15.4.3.4 Rest-of-RoW

16.1 Allscripts Healthcare Solutions, Inc.
16.1.1 Company Overview
16.1.2 Role of Allscripts Healthcare Solutions, Inc. in the Global Clinical Decision Support Systems Market
16.1.3 Recent Developments
16.1.4 Financials
16.1.5 SWOT Analysis: Allscripts Healthcare Solutions, Inc.
16.2 Cerner Corporation
16.2.1 Company Overview
16.2.2 Role of Cerner Corporation in the Global Clinical Decision Support Systems Market
16.2.3 Recent Developments
16.2.4 Financials
16.2.5 SWOT Analysis: Cerner Corporation
16.3 Change Healthcare
16.3.1 Company Overview
16.3.2 Role of Change Healthcare in the Global Clinical Decision Support Systems Market
16.3.3 Recent Developments
16.3.4 Financials
16.3.5 SWOT Analysis: Change Healthcare
16.4 Epic Systems Corporation
16.4.1 Company Overview
16.4.2 Role of Epic Systems Corporation in the Global Clinical Decision Support Systems Market
16.4.3 Recent Developments
16.4.4 SWOT Analysis: Epic Systems Corporation
16.5 General Electric Company
16.5.1 Company Overview
16.5.2 Role of General Electric Company in the Global Clinical Decision Support Systems Market
16.5.3 Recent Developments
16.5.4 Financials
16.5.5 SWOT Analysis: General Electric Company
16.6 Hearst Corporation
16.6.1 Company Overview
16.6.2 Role of Hearst Corporation in the Global Clinical Decision Support Systems Market
16.6.3 Recent Developments
16.6.4 SWOT Analysis: Hearst Corporation
16.7 Inferscience, Inc.
16.7.1 Company Overview
16.7.2 Role of Inferscience, Inc. in the Global Clinical Decision Support Systems Market
16.7.3 Recent Developments
16.7.4 SWOT Analysis: Inferscience, Inc.
16.8 International Business Machines Corporation
16.8.1 Company Overview
16.8.2 Role of International Business Machines Corporation in the Global Clinical Decision Support Systems Market
16.8.3 Recent Developments
16.8.4 Financials
16.8.5 SWOT Analysis: International Business Machines Corporation
16.9 McKesson Corporation
16.9.1 Company Overview
16.9.2 Role of McKesson Corporation in the Global Clinical Decision Support Systems Market
16.9.3 Recent Developments
16.9.4 Financials
16.9.5 SWOT Analysis: McKesson Corporation
16.1 Medical Information Technology, Inc. (MEDITECH)
16.10.1 Company Overview
16.10.2 Role of Medical Information Technology, Inc. in the Global Clinical Decision Support Systems Market
16.10.3 Recent Developments
16.10.4 SWOT Analysis: Medical Information Technology, Inc.
16.11 Oncology Analytics, Inc.
16.11.1 Company Overview
16.11.2 Role of Oncology Analytics, Inc. in the Global Clinical Decision Support Systems Market
16.11.3 Recent Developments
16.11.4 SWOT Analysis: Oncology Analytics, Inc.
16.12 Persivia Inc.
16.12.1 Company Overview
16.12.2 Role of Persivia Inc. in the Global Clinical Decision Support Systems Market
16.12.3 Recent Developments
16.12.4 SWOT Analysis: Persivia Inc.
16.13 RELX Group
16.13.1 Company Overview
16.13.2 Role of RELX Group in the Global Clinical Decision Support Systems Market
16.13.3 Recent Developments
16.13.4 Financials
16.13.5 SWOT Analysis: RELX Group
16.14 VisualDx
16.14.1 Company Overview
16.14.2 Role of VisualDx in the Global Clinical Decision Support Systems Market
16.14.3 Recent Developments
16.14.4 SWOT Analysis: VisualDx
16.15 Wolters Kluwer N.V.
16.15.1 Company Overview
16.15.2 Role of Wolters Kluwer N.V. in the Global Clinical Decision Support Systems Market
16.15.3 Recent Developments
16.15.4 Financials
16.15.5 SWOT Analysis: Wolters Kluwer N.V.
16.16 Company Snapshots
16.16.1 CureMD Healthcare
16.16.2 RAMPmedical Henisaja GmbH
16.16.3 The Medical Algorithms Company Limited

Table 1: Global CDSS Market: Key Barriers to Implementation
Table 2: Global CDSS Market: Key Developments, January 2016-December 2020
Table 3: COVID-19 Recovery Scenario Impact
Table 4.1: Regional Impact of COVID-19
Table 5.1: CDSS Adoption: Entry Barriers
Table 5.2: Regulatory Scenario Across the World
Table 5.3: IMDRF Classification: SaMD Categories
Table 5.4: FDA CDS Software Categorization
Table 5.5: Top Five CPCs for the Patents Filed During January 2017- December 2020
Table 5.6: Global Clinical Decision Support Systems Market: Patent Analysis (by Country), January 2017-December 2020
Table 7.1: Country-wise Analysis of Adverse Events (2016)
Table 7.2: The Number of Hospital Readmissions and the Cost Associated with them
Table 7.3: Prevalence of Chronic Diseases in the U.S and the Cost Incurred to Treat the Disease
Table 9.1: Active CDSS Systems: Advantages and Disadvantages
Table 9.2: Active CDSS: Commercially Available Products
Table 9.3: Passive CDSS Systems: Advantages and Disadvantages
Table 9.4: Passive CDSS: Commercially Available Products
Table 13.1: Global Clinical Decision Support Systems Market: Key Application Areas
Table 13.2: Drug-Allergy/Drug-Drug Interaction Alerts: Advantages and Disadvantages
Table 13.3: Clinical Reminders: Advantages and Disadvantages
Table 13.4: CDSS Dosing Support: Key Questions Answered
Table 13.5: Advantages and Disadvantages of Dosing Support

Figure 1: CDSS: Current Stage of Adoption and Future Potential
Figure 2: Global CDSS Market Dynamics Impact Analysis
Figure 3: Potential COVID-19 Recovery Scenarios
Figure 2.1: Global CDSS Market Segmentation
Figure 3.1: Global CDSS Market: Research Methodology
Figure 3.2: Primary Research
Figure 3.3: Secondary Research
Figure 3.4: Total Number of CDSS Company Profiles
Figure 3.5: Assumptions and Limitations
Figure 4.1: Global CDSS Market Impact Analysis (COVID-19): Key Trends
Figure 4.2: Global CDSS Market: COVID-19 Impact on CDSS Adoption
Figure 4.3: Global CDSS Market Key Developments and Strategies Share (by Category), January 2020-December 2020
Figure 4.4: COVID-19 Trend (Daily Cases), December 31, 2019-December 14, 2020
Figure 4.5: COVID-19 Trend (Daily Deaths), December 31, 2019-December 14, 2020
Figure 4.6: Potential COVID-19 Recovery Scenarios
Figure 5.1: Global Clinical Decision Support Systems Market Industry Ecosystem
Figure 5.2: CDSS: Evidence of Effectiveness (Cardiovascular Disease Prevention)
Figure 5.3: CDSS: Evidence of Impact (Cardiovascular Disease Prevention)
Figure 5.4: Global Clinical Decision Support Systems Market: Patent Analysis (by Year), January 2017-December 2020
Figure 6.1: Global CDSS Market: Company Revenue Share Analysis, 2019
Figure 6.2: Share of Key Developments and Strategies in the Global Clinical Decision Support Systems Market (by Category), January 2016-December 2020
Figure 6.3: Key Developments in the Global Clinical Decision Support Systems Market (by Year), January 2016-December 2020
Figure 6.4: Global Clinical Decision Support Systems Market – Key Partnerships, Collaborations, and Agreements, January 2016-December 2020
Figure 6.5: Global Clinical Decision Support Systems Market – Key New Offerings and Regulatory Approvals, January 2016-December 2020
Figure 6.6: Global Clinical Decision Support Systems Market – Key Mergers and Acquisitions, January 2016-December 2020
Figure 6.7: Global Clinical Decision Support Systems Market – Key Funding Activities, January 2016-December 2020
Figure 7.1: Global CDSS Market Incremental Growth Opportunity Analysis, 2019-2030
Figure 7.2: Global CDSS Market Size and Growth Potential, $Billion, 2019-2030
Figure 7.3: Percentage of Hospital Readmissions
Figure 7.4: Global CDSS Market Dynamics Impact Analysis
Figure 8.1: Global CDSS Market, (by Product Type)
Figure 8.2: Global CDSS Market Incremental Revenue Opportunity (by Product Type), $Million, 2019-2030
Figure 8.3: Global Integrated CDSS Market, $Million, 2019-2030
Figure 8.4: Global Standalone CDSS Market, $Million, 2019-2030
Figure 9.1: Global CDSS Market, (by User Interactivity)
Figure 9.2: CDSS Knowledge Cycle
Figure 9.3: Global CDSS Market Incremental Revenue Opportunity (by User Interactivity), $Million, 2019-2030
Figure 9.4: Global Active CDSS Market, $Million, 2019-2030
Figure 9.5: Global Passive CDSS Market, $Million, 2019-2030
Figure 10.1: Global CDSS Market, (by CDSS Type)
Figure 10.2: Global CDSS Market Incremental Revenue Opportunity (by CDSS Type), $Million, 2019-2030
Figure 10.3: Global CDSS Market (Conventional), $Million, 2019-2030
Figure 10.4: Global CDSS Market (Advanced), $Million, 2019-2030
Figure 11.1: Global CDSS Market, (by Delivery Mode)
Figure 11.2: Global CDSS Market Incremental Revenue Opportunity (by Delivery Mode), $Million, 2019-2030
Figure 11.3: Global CDSS Market (On-Premise CDSS), $Million, 2019-2030
Figure 11.4: Global CDSS Market (Cloud-Based CDSS), $Million, 2019-2030
Figure 11.5: Cloud-Based CDSS: SaaS Architectural Design
Figure 12.1: Global CDSS Market, (by Model)
Figure 12.2: Global CDSS Market Incremental Revenue Opportunity (by Model), $Million, 2019-2030
Figure 12.3: Knowledge-Based CDSS Components
Figure 12.4: Global CDSS Market (Knowledge-Based CDSS), $Million, 2019-2030
Figure 12.5: Knowledge-Based CDSS: Key Interactions
Figure 12.6: Global CDSS Market (Non-Knowledge-Based CDSS), $Million, 2019-2030
Figure 12.7: Non-Knowledge-Based CDSS: Key Interactions
Figure 13.1: Global CDSS Market, (by Application)
Figure 13.2: Global CDSS Market Incremental Revenue Opportunity (by Application), $Million, 2019-2030
Figure 13.3: Global CDSS Market (Preventive Care), $Million, 2019-2030
Figure 13.4: Global CDSS Market (Diagnostics), $Million, 2019-2030
Figure 13.5: Global CDSS Market (Follow-Up Management), $Million, 2019-2030
Figure 13.6: Global CDSS Market: Role of Clinical Reminders
Figure 13.7: Global CDSS Market (by Other Applications)
Figure 13.8: Global CDSS Market (Other Applications), $Million, 2019-2030
Figure 14.1: Global CDSS Market (by End User)
Figure 14.2: Global CDSS Market Incremental Revenue Opportunity (by End User), $Million, 2019-2030
Figure 14.3: Global CDSS Market (Hospitals and Clinics), $Million, 2019-2030
Figure 14.4: Global CDSS Market (Ambulatory Surgical Centers), $Million, 2019-2030
Figure 14.5: Global CDSS Market (Other End Users), $Million, 2019-2030
Figure 15.1: Global CDSS Market (by Region), 2019 and 2030
Figure 15.2: Global CDSS Market (by Region), $Million, 2019-2030
Figure 15.3: North America CDSS Market Incremental Revenue Opportunity (by Country), $Million, 2019-2030
Figure 15.4: North America CDSS Market (by End Users), $Million, 2019-2030
Figure 15.5: North America CDSS Market Share Analysis (by Country), 2019 and 2030
Figure 15.6: U.S. CDSS Market, $Million, 2019-2030
Figure 15.7: U.S. Government Stimulus Package, 2020
Figure 15.8: Canada CDSS Market, $Million, 2019-2030
Figure 15.9: Europe CDSS Market Incremental Revenue Opportunity (by Country), $Million, 2019-2030
Figure 15.10: Europe CDSS Market (by End User), $Million, 2019-2030
Figure 15.11: Europe CDSS Market Share Analysis (by Country), 2019 and 2030
Figure 15.12: Germany CDSS Market, $Million, 2019-2030
Figure 15.13: U.K. CDSS Market, $Million, 2019-2030
Figure 15.14: France CDSS Market, $Million, 2019-2030
Figure 15.15: Italy CDSS Market, $Million, 2019-2030
Figure 15.16: Spain CDSS Market, $Million, 2019-2030
Figure 15.17: Rest-of-Europe CDSS Market, $Million, 2019-2030
Figure 15.18: Asia-Pacific CDSS Market Incremental Revenue Opportunity (by Country), $Million, 2019-2030
Figure 15.19: Asia-Pacific CDSS Market (by End Users), $Million, 2019-2030
Figure 15.20: Asia-Pacific CDSS Market Share Analysis (by Country), 2019 and 2030
Figure 15.21: China CDSS Market, $Million, 2019-2030
Figure 15.22: Japan CDSS Market, $Million, 2019-2030
Figure 15.23: India CDSS Market, $Million, 2019-2030
Figure 15.24: Australia CDSS Market, $Million, 2019-2030
Figure 15.25: South Korea CDSS Market, $Million, 2019-2030
Figure 15.26: Rest-of-Asia-Pacific CDSS Market, $Million, 2019-2030
Figure 15.27: Rest-of-the-World CDSS Market Incremental Revenue Opportunity (by Country), $Million, 2019-2030
Figure 15.28: Rest-of-the-World CDSS Market (by End Users), $Million, 2019-2030
Figure 15.29: Rest-of-the-World CDSS Market Share Analysis (by Country), 2019 and 2030
Figure 15.30: Brazil CDSS Market, $Million, 2019-2030
Figure 15.31: Russia CDSS Market, $Million, 2019-2030
Figure 15.32: U.A.E. CDSS Market, $Million, 2019-2030
Figure 15.33: Rest-of-RoW CDSS Market, $Million, 2019-2030
Figure 16.1: Allscripts Healthcare Solutions, Inc.: Product Offerings for the Global Clinical Decision Support Systems Market
Figure 16.2: Allscripts Healthcare Solutions, Inc.: Overall Financials, 2017-2019
Figure 16.3: Allscripts Healthcare Solutions, Inc.: Revenue (by Segment), 2017-2019
Figure 16.4: Allscripts Healthcare Solutions, Inc.: Revenue (by Region), 2017-2019
Figure 16.5: SWOT Analysis: Allscripts Healthcare Solutions, Inc.
Figure 16.6: Cerner Corporation: Product Offerings for the Global Clinical Decision Support Systems Market
Figure 16.7: Cerner Corporation: Overall Financials, 2017-2019
Figure 16.8: Cerner Corporation: Revenue (by Segment), 2017-2019
Figure 16.9: Cerner Corporation: Revenue (by Region), 2017-2019
Figure 16.10: SWOT Analysis: Cerner Corporation
Figure 16.11: Change Healthcare: Product Offerings for the Global Clinical Decision Support Systems Market
Figure 16.12: Change Healthcare: Overall Financials, 2017-2019
Figure 16.13: Change Healthcare: Revenue (by Segment), 2017-2019
Figure 16.14: SWOT Analysis: Change Healthcare
Figure 16.15: Epic Systems Corporation: Product Offerings for the Global Clinical Decision Support Systems Market
Figure 16.16: SWOT Analysis: Epic Systems Corporation
Figure 16.17: General Electric Company: Product Offerings for the Global Clinical Decision Support Systems Market
Figure 16.18: General Electric Company: Overall Financials, 2017-2019
Figure 16.19: General Electric Company: Revenue (by Segment), 2017-2019
Figure 16.20: General Electric Company: Revenue (by Region), 2017-2019
Figure 16.21: SWOT Analysis: General Electric Company
Figure 16.22: Hearst: Subsidiaries Operating in the Global Clinical Decision Support Systems Market
Figure 16.23: SWOT Analysis: Hearst Corporation
Figure 16.24: Inferscience, Inc.: Product Offerings for the Global Clinical Decision Support Systems Market
Figure 16.25: SWOT Analysis: Inferscience, Inc.
Figure 16.26: International Business Machines Corporation: Product Offerings for the Global Clinical Decision Support Systems Market
Figure 16.27: International Business Machines Corporation: Overall Financials, 2017-2019
Figure 16.28: International Business Machines Corporation: Revenue (by Segment), 2017-2019
Figure 16.29: International Business Machines Corporation: Revenue (by Region), 2017-2019
Figure 16.30: SWOT Analysis: International Business Machines Corporation
Figure 16.31: McKesson Corporation: Product Offerings for the Global Clinical Decision Support Systems Market
Figure 16.32: McKesson Corporation: Overall Financials, 2017-2019
Figure 16.33: McKesson Corporation: Revenue (by Segment), 2017-2019
Figure 16.34: McKesson Corporation: Revenue (by Region), 2017-2019
Figure 16.35: SWOT Analysis: McKesson Corporation
Figure 16.36: Medical Information Technology, Inc.: Product Offerings for the Global Clinical Decision Support Systems Market
Figure 16.37: SWOT Analysis: Medical Information Technology, Inc.
Figure 16.38: Oncology Analytics, Inc.: Product Offerings for the Global Clinical Decision Support Systems Market
Figure 16.39: SWOT Analysis: Oncology Analytics, Inc.
Figure 16.40: Persivia Inc.: Product Offerings for the Global Clinical Decision Support Systems Market
Figure 16.41: SWOT Analysis: Persivia Inc.
Figure 16.42: RELX Group: Product Offerings for the Global Clinical Decision Support Systems Market
Figure 16.43: RELX Group: Overall Financials, 2017-2019
Figure 16.44: RELX Group: Revenue (by Segment), 2017-2019
Figure 16.45: RELX Group: Revenue (by Region), 2017-2019
Figure 16.46: SWOT Analysis: RELX Group
Figure 16.47: VisualDx: Product Offerings for the Global Clinical Decision Support Systems Market
Figure 16.48: SWOT Analysis: VisualDx
Figure 16.49: Wolters Kluwer N.V.: Product Offerings for the Global Clinical Decision Support Systems Market
Figure 16.50: Wolters Kluwer N.V.: Overall Financials, 2017-2019
Figure 16.51: Wolters Kluwer N.V.: Revenue (by Segment), 2017-2019
Figure 16.52: Wolters Kluwer N.V.: Revenue (by Region), 2017-2019
Figure 16.53: SWOT Analysis: Wolters Kluwer N.V.