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Global COVID-19 Contact Tracing Service Market Research Report 2024


Published on: 2024-01-04 | No of Pages : 400 | Industry : Latest Trends

Publisher : MRA | Format : PDF

Global COVID-19 Contact Tracing Service Market Research Report 2024

According to MRA Research’s new survey, global COVID-19 Contact Tracing Service market is projected to reach US$ million in 2033, increasing from US$ million in 2023, with the CAGR of % during the period of 2023 to 2033. Influencing issues, such as economy environments, COVID-19 and Russia-Ukraine War, have led to great market fluctuations in the past few years and are considered comprehensively in the whole COVID-19 Contact Tracing Service market research.
Key companies engaged in the COVID-19 Contact Tracing Service industry include Oracle Corporation, Google, SAP SE, Siemens, ServiceNow, Salesforce.com, Cisco, Microsoft Corporation and IBM Corporation, etc. Among those companies, the top 3 players guaranteed % supply worldwide in 2023.
When refers to consumption region, % value of COVID-19 Contact Tracing Service were sold to North America, Europe and Asia Pacific in 2023. Moreover, China, plays a key role in the whole COVID-19 Contact Tracing Service market and estimated to attract more attentions from industry insiders and investors.
Report Scope
This report, based on historical analysis (2018-2023) and forecast calculation (2023-2033), aims to help readers to get a comprehensive understanding of global COVID-19 Contact Tracing Service market with multiple angles, which provides sufficient supports to readers’ strategy and decision making.



By Company


Oracle Corporation
Google
SAP SE
Siemens
ServiceNow
Salesforce.com
Cisco
Microsoft Corporation
IBM Corporation
Segment by Type
Bluetooth
GPS
Others

Segment by Application


Enterprise
Government
By Region
North America
United States
Canada
Europe
Germany
France
UK
Italy
Russia
Nordic Countries
Rest of Europe
Asia-Pacific
China
Japan
South Korea
Southeast Asia
India
Australia
Rest of Asia
Latin America
Mexico
Brazil
Rest of Latin America
Middle East & Africa
Turkey
Saudi Arabia
UAE
Rest of MEA
The COVID-19 Contact Tracing Service report covers below items
Chapter 1Product Basic Information (Definition, Type and Application)
Chapter 2Global market size, regional market size. Market Opportunities and Challenges
Chapter 3Companies’ Competition Patterns
Chapter 4Product Type Analysis
Chapter 5Product Application Analysis
Chapter 6 to 10Country Level Value Analysis
Chapter 11Companies' Outline
Chapter 12Market Conclusions
Chapter 13Research Methodology and Data Source

Table of Content

1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global COVID-19 Contact Tracing Service Market Size Growth Rate by Type: 2018 VS 2023 VS 2033
1.2.2 Bluetooth
1.2.3 GPS
1.2.4 Others
1.3 Market by Application
1.3.1 Global COVID-19 Contact Tracing Service Market Growth by Application: 2018 VS 2023 VS 2033
1.3.2 Enterprise
1.3.3 Government
1.4 Study Objectives
1.5 Years Considered
1.6 Years Considered
2 Global Growth Trends
2.1 Global COVID-19 Contact Tracing Service Market Perspective (2018-2033)
2.2 COVID-19 Contact Tracing Service Growth Trends by Region
2.2.1 Global COVID-19 Contact Tracing Service Market Size by Region: 2018 VS 2023 VS 2033
2.2.2 COVID-19 Contact Tracing Service Historic Market Size by Region (2018-2023)
2.2.3 COVID-19 Contact Tracing Service Forecasted Market Size by Region (2024-2033)
2.3 COVID-19 Contact Tracing Service Market Dynamics
2.3.1 COVID-19 Contact Tracing Service Industry Trends
2.3.2 COVID-19 Contact Tracing Service Market Drivers
2.3.3 COVID-19 Contact Tracing Service Market Challenges
2.3.4 COVID-19 Contact Tracing Service Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top COVID-19 Contact Tracing Service Players by Revenue
3.1.1 Global Top COVID-19 Contact Tracing Service Players by Revenue (2018-2023)
3.1.2 Global COVID-19 Contact Tracing Service Revenue Market Share by Players (2018-2023)
3.2 Global COVID-19 Contact Tracing Service Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Players Covered: Ranking by COVID-19 Contact Tracing Service Revenue
3.4 Global COVID-19 Contact Tracing Service Market Concentration Ratio
3.4.1 Global COVID-19 Contact Tracing Service Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by COVID-19 Contact Tracing Service Revenue in 2023
3.5 COVID-19 Contact Tracing Service Key Players Head office and Area Served
3.6 Key Players COVID-19 Contact Tracing Service Product Solution and Service
3.7 Date of Enter into COVID-19 Contact Tracing Service Market
3.8 Mergers & Acquisitions, Expansion Plans
4 COVID-19 Contact Tracing Service Breakdown Data by Type
4.1 Global COVID-19 Contact Tracing Service Historic Market Size by Type (2018-2023)
4.2 Global COVID-19 Contact Tracing Service Forecasted Market Size by Type (2024-2033)
5 COVID-19 Contact Tracing Service Breakdown Data by Application
5.1 Global COVID-19 Contact Tracing Service Historic Market Size by Application (2018-2023)
5.2 Global COVID-19 Contact Tracing Service Forecasted Market Size by Application (2024-2033)
6 North America
6.1 North America COVID-19 Contact Tracing Service Market Size (2018-2033)
6.2 North America COVID-19 Contact Tracing Service Market Growth Rate by Country: 2018 VS 2023 VS 2033
6.3 North America COVID-19 Contact Tracing Service Market Size by Country (2018-2023)
6.4 North America COVID-19 Contact Tracing Service Market Size by Country (2024-2033)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe COVID-19 Contact Tracing Service Market Size (2018-2033)
7.2 Europe COVID-19 Contact Tracing Service Market Growth Rate by Country: 2018 VS 2023 VS 2033
7.3 Europe COVID-19 Contact Tracing Service Market Size by Country (2018-2023)
7.4 Europe COVID-19 Contact Tracing Service Market Size by Country (2024-2033)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific COVID-19 Contact Tracing Service Market Size (2018-2033)
8.2 Asia-Pacific COVID-19 Contact Tracing Service Market Growth Rate by Region: 2018 VS 2023 VS 2033
8.3 Asia-Pacific COVID-19 Contact Tracing Service Market Size by Region (2018-2023)
8.4 Asia-Pacific COVID-19 Contact Tracing Service Market Size by Region (2024-2033)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia
9 Latin America
9.1 Latin America COVID-19 Contact Tracing Service Market Size (2018-2033)
9.2 Latin America COVID-19 Contact Tracing Service Market Growth Rate by Country: 2018 VS 2023 VS 2033
9.3 Latin America COVID-19 Contact Tracing Service Market Size by Country (2018-2023)
9.4 Latin America COVID-19 Contact Tracing Service Market Size by Country (2024-2033)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa COVID-19 Contact Tracing Service Market Size (2018-2033)
10.2 Middle East & Africa COVID-19 Contact Tracing Service Market Growth Rate by Country: 2018 VS 2023 VS 2033
10.3 Middle East & Africa COVID-19 Contact Tracing Service Market Size by Country (2018-2023)
10.4 Middle East & Africa COVID-19 Contact Tracing Service Market Size by Country (2024-2033)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 Oracle Corporation
11.1.1 Oracle Corporation Company Detail
11.1.2 Oracle Corporation Business Overview
11.1.3 Oracle Corporation COVID-19 Contact Tracing Service Introduction
11.1.4 Oracle Corporation Revenue in COVID-19 Contact Tracing Service Business (2018-2023)
11.1.5 Oracle Corporation Recent Development
11.2 Google
11.2.1 Google Company Detail
11.2.2 Google Business Overview
11.2.3 Google COVID-19 Contact Tracing Service Introduction
11.2.4 Google Revenue in COVID-19 Contact Tracing Service Business (2018-2023)
11.2.5 Google Recent Development
11.3 SAP SE
11.3.1 SAP SE Company Detail
11.3.2 SAP SE Business Overview
11.3.3 SAP SE COVID-19 Contact Tracing Service Introduction
11.3.4 SAP SE Revenue in COVID-19 Contact Tracing Service Business (2018-2023)
11.3.5 SAP SE Recent Development
11.4 Siemens
11.4.1 Siemens Company Detail
11.4.2 Siemens Business Overview
11.4.3 Siemens COVID-19 Contact Tracing Service Introduction
11.4.4 Siemens Revenue in COVID-19 Contact Tracing Service Business (2018-2023)
11.4.5 Siemens Recent Development
11.5 ServiceNow
11.5.1 ServiceNow Company Detail
11.5.2 ServiceNow Business Overview
11.5.3 ServiceNow COVID-19 Contact Tracing Service Introduction
11.5.4 ServiceNow Revenue in COVID-19 Contact Tracing Service Business (2018-2023)
11.5.5 ServiceNow Recent Development
11.6 Salesforce.com
11.6.1 Salesforce.com Company Detail
11.6.2 Salesforce.com Business Overview
11.6.3 Salesforce.com COVID-19 Contact Tracing Service Introduction
11.6.4 Salesforce.com Revenue in COVID-19 Contact Tracing Service Business (2018-2023)
11.6.5 Salesforce.com Recent Development
11.7 Cisco
11.7.1 Cisco Company Detail
11.7.2 Cisco Business Overview
11.7.3 Cisco COVID-19 Contact Tracing Service Introduction
11.7.4 Cisco Revenue in COVID-19 Contact Tracing Service Business (2018-2023)
11.7.5 Cisco Recent Development
11.8 Microsoft Corporation
11.8.1 Microsoft Corporation Company Detail
11.8.2 Microsoft Corporation Business Overview
11.8.3 Microsoft Corporation COVID-19 Contact Tracing Service Introduction
11.8.4 Microsoft Corporation Revenue in COVID-19 Contact Tracing Service Business (2018-2023)
11.8.5 Microsoft Corporation Recent Development
11.9 IBM Corporation
11.9.1 IBM Corporation Company Detail
11.9.2 IBM Corporation Business Overview
11.9.3 IBM Corporation COVID-19 Contact Tracing Service Introduction
11.9.4 IBM Corporation Revenue in COVID-19 Contact Tracing Service Business (2018-2023)
11.9.5 IBM Corporation Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.2 Data Source
13.2 Disclaimer
13.3 Author Details

List of Figure

List of Tables
Table 1. Global COVID-19 Contact Tracing Service Market Size Growth Rate by Type (US$ Million): 2018 VS 2023 VS 2033
Table 2. Key Players of Bluetooth
Table 3. Key Players of GPS
Table 4. Key Players of Others
Table 5. Global COVID-19 Contact Tracing Service Market Size Growth by Application (US$ Million): 2018 VS 2023 VS 2033
Table 6. Global COVID-19 Contact Tracing Service Market Size by Region (US$ Million): 2018 VS 2023 VS 2033
Table 7. Global COVID-19 Contact Tracing Service Market Size by Region (2018-2023) & (US$ Million)
Table 8. Global COVID-19 Contact Tracing Service Market Share by Region (2018-2023)
Table 9. Global COVID-19 Contact Tracing Service Forecasted Market Size by Region (2024-2033) & (US$ Million)
Table 10. Global COVID-19 Contact Tracing Service Market Share by Region (2024-2033)
Table 11. COVID-19 Contact Tracing Service Market Trends
Table 12. COVID-19 Contact Tracing Service Market Drivers
Table 13. COVID-19 Contact Tracing Service Market Challenges
Table 14. COVID-19 Contact Tracing Service Market Restraints
Table 15. Global COVID-19 Contact Tracing Service Revenue by Players (2018-2023) & (US$ Million)
Table 16. Global COVID-19 Contact Tracing Service Market Share by Players (2018-2023)
Table 17. Global Top COVID-19 Contact Tracing Service Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in COVID-19 Contact Tracing Service as of 2023)
Table 18. Ranking of Global Top COVID-19 Contact Tracing Service Companies by Revenue (US$ Million) in 2023
Table 19. Global 5 Largest Players Market Share by COVID-19 Contact Tracing Service Revenue (CR5 and HHI) & (2018-2023)
Table 20. Key Players Headquarters and Area Served
Table 21. Key Players COVID-19 Contact Tracing Service Product Solution and Service
Table 22. Date of Enter into COVID-19 Contact Tracing Service Market
Table 23. Mergers & Acquisitions, Expansion Plans
Table 24. Global COVID-19 Contact Tracing Service Market Size by Type (2018-2023) & (US$ Million)
Table 25. Global COVID-19 Contact Tracing Service Revenue Market Share by Type (2018-2023)
Table 26. Global COVID-19 Contact Tracing Service Forecasted Market Size by Type (2024-2033) & (US$ Million)
Table 27. Global COVID-19 Contact Tracing Service Revenue Market Share by Type (2024-2033)
Table 28. Global COVID-19 Contact Tracing Service Market Size by Application (2018-2023) & (US$ Million)
Table 29. Global COVID-19 Contact Tracing Service Revenue Market Share by Application (2018-2023)
Table 30. Global COVID-19 Contact Tracing Service Forecasted Market Size by Application (2024-2033) & (US$ Million)
Table 31. Global COVID-19 Contact Tracing Service Revenue Market Share by Application (2024-2033)
Table 32. North America COVID-19 Contact Tracing Service Market Size Growth Rate by Country (US$ Million): 2018 VS 2023 VS 2033
Table 33. North America COVID-19 Contact Tracing Service Market Size by Country (2018-2023) & (US$ Million)
Table 34. North America COVID-19 Contact Tracing Service Market Size by Country (2024-2033) & (US$ Million)
Table 35. Europe COVID-19 Contact Tracing Service Market Size Growth Rate by Country (US$ Million): 2018 VS 2023 VS 2033
Table 36. Europe COVID-19 Contact Tracing Service Market Size by Country (2018-2023) & (US$ Million)
Table 37. Europe COVID-19 Contact Tracing Service Market Size by Country (2024-2033) & (US$ Million)
Table 38. Asia-Pacific COVID-19 Contact Tracing Service Market Size Growth Rate by Region (US$ Million): 2018 VS 2023 VS 2033
Table 39. Asia-Pacific COVID-19 Contact Tracing Service Market Size by Region (2018-2023) & (US$ Million)
Table 40. Asia-Pacific COVID-19 Contact Tracing Service Market Size by Region (2024-2033) & (US$ Million)
Table 41. Latin America COVID-19 Contact Tracing Service Market Size Growth Rate by Country (US$ Million): 2018 VS 2023 VS 2033
Table 42. Latin America COVID-19 Contact Tracing Service Market Size by Country (2018-2023) & (US$ Million)
Table 43. Latin America COVID-19 Contact Tracing Service Market Size by Country (2024-2033) & (US$ Million)
Table 44. Middle East & Africa COVID-19 Contact Tracing Service Market Size Growth Rate by Country (US$ Million): 2018 VS 2023 VS 2033
Table 45. Middle East & Africa COVID-19 Contact Tracing Service Market Size by Country (2018-2023) & (US$ Million)
Table 46. Middle East & Africa COVID-19 Contact Tracing Service Market Size by Country (2024-2033) & (US$ Million)
Table 47. Oracle Corporation Company Detail
Table 48. Oracle Corporation Business Overview
Table 49. Oracle Corporation COVID-19 Contact Tracing Service Product
Table 50. Oracle Corporation Revenue in COVID-19 Contact Tracing Service Business (2018-2023) & (US$ Million)
Table 51. Oracle Corporation Recent Development
Table 52. Google Company Detail
Table 53. Google Business Overview
Table 54. Google COVID-19 Contact Tracing Service Product
Table 55. Google Revenue in COVID-19 Contact Tracing Service Business (2018-2023) & (US$ Million)
Table 56. Google Recent Development
Table 57. SAP SE Company Detail
Table 58. SAP SE Business Overview
Table 59. SAP SE COVID-19 Contact Tracing Service Product
Table 60. SAP SE Revenue in COVID-19 Contact Tracing Service Business (2018-2023) & (US$ Million)
Table 61. SAP SE Recent Development
Table 62. Siemens Company Detail
Table 63. Siemens Business Overview
Table 64. Siemens COVID-19 Contact Tracing Service Product
Table 65. Siemens Revenue in COVID-19 Contact Tracing Service Business (2018-2023) & (US$ Million)
Table 66. Siemens Recent Development
Table 67. ServiceNow Company Detail
Table 68. ServiceNow Business Overview
Table 69. ServiceNow COVID-19 Contact Tracing Service Product
Table 70. ServiceNow Revenue in COVID-19 Contact Tracing Service Business (2018-2023) & (US$ Million)
Table 71. ServiceNow Recent Development
Table 72. Salesforce.com Company Detail
Table 73. Salesforce.com Business Overview
Table 74. Salesforce.com COVID-19 Contact Tracing Service Product
Table 75. Salesforce.com Revenue in COVID-19 Contact Tracing Service Business (2018-2023) & (US$ Million)
Table 76. Salesforce.com Recent Development
Table 77. Cisco Company Detail
Table 78. Cisco Business Overview
Table 79. Cisco COVID-19 Contact Tracing Service Product
Table 80. Cisco Revenue in COVID-19 Contact Tracing Service Business (2018-2023) & (US$ Million)
Table 81. Cisco Recent Development
Table 82. Microsoft Corporation Company Detail
Table 83. Microsoft Corporation Business Overview
Table 84. Microsoft Corporation COVID-19 Contact Tracing Service Product
Table 85. Microsoft Corporation Revenue in COVID-19 Contact Tracing Service Business (2018-2023) & (US$ Million)
Table 86. Microsoft Corporation Recent Development
Table 87. IBM Corporation Company Detail
Table 88. IBM Corporation Business Overview
Table 89. IBM Corporation COVID-19 Contact Tracing Service Product
Table 90. IBM Corporation Revenue in COVID-19 Contact Tracing Service Business (2018-2023) & (US$ Million)
Table 91. IBM Corporation Recent Development
Table 92. Research Programs/Design for This Report
Table 93. Key Data Information from Secondary Sources
Table 94. Key Data Information from Primary Sources
List of Figures
Figure 1. Global COVID-19 Contact Tracing Service Market Size Comparison by Type (2023-2033) & (US$ Million)
Figure 2. Global COVID-19 Contact Tracing Service Market Share by Type: 2023 VS 2033
Figure 3. Bluetooth Features
Figure 4. GPS Features
Figure 5. Others Features
Figure 6. Global COVID-19 Contact Tracing Service Market Size Comparison by Application (2023-2033) & (US$ Million)
Figure 7. Global COVID-19 Contact Tracing Service Market Share by Application: 2023 VS 2033
Figure 8. Enterprise Case Studies
Figure 9. Government Case Studies
Figure 10. COVID-19 Contact Tracing Service Report Years Considered
Figure 11. Global COVID-19 Contact Tracing Service Market Size (US$ Million), Year-over-Year: 2018-2033
Figure 12. Global COVID-19 Contact Tracing Service Market Size, (US$ Million), 2018 VS 2023 VS 2033
Figure 13. Global COVID-19 Contact Tracing Service Market Share by Region: 2023 VS 2033
Figure 14. Global COVID-19 Contact Tracing Service Market Share by Players in 2023
Figure 15. Global Top COVID-19 Contact Tracing Service Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in COVID-19 Contact Tracing Service as of 2023)
Figure 16. The Top 10 and 5 Players Market Share by COVID-19 Contact Tracing Service Revenue in 2023
Figure 17. North America COVID-19 Contact Tracing Service Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 18. North America COVID-19 Contact Tracing Service Market Share by Country (2018-2033)
Figure 19. United States COVID-19 Contact Tracing Service Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 20. Canada COVID-19 Contact Tracing Service Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 21. Europe COVID-19 Contact Tracing Service Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 22. Europe COVID-19 Contact Tracing Service Market Share by Country (2018-2033)
Figure 23. Germany COVID-19 Contact Tracing Service Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 24. France COVID-19 Contact Tracing Service Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 25. U.K. COVID-19 Contact Tracing Service Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 26. Italy COVID-19 Contact Tracing Service Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 27. Russia COVID-19 Contact Tracing Service Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 28. Nordic Countries COVID-19 Contact Tracing Service Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 29. Asia-Pacific COVID-19 Contact Tracing Service Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 30. Asia-Pacific COVID-19 Contact Tracing Service Market Share by Region (2018-2033)
Figure 31. China COVID-19 Contact Tracing Service Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 32. Japan COVID-19 Contact Tracing Service Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 33. South Korea COVID-19 Contact Tracing Service Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 34. Southeast Asia COVID-19 Contact Tracing Service Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 35. India COVID-19 Contact Tracing Service Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 36. Australia COVID-19 Contact Tracing Service Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 37. Latin America COVID-19 Contact Tracing Service Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 38. Latin America COVID-19 Contact Tracing Service Market Share by Country (2018-2033)
Figure 39. Mexico COVID-19 Contact Tracing Service Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 40. Brazil COVID-19 Contact Tracing Service Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 41. Middle East & Africa COVID-19 Contact Tracing Service Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 42. Middle East & Africa COVID-19 Contact Tracing Service Market Share by Country (2018-2033)
Figure 43. Turkey COVID-19 Contact Tracing Service Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 44. Saudi Arabia COVID-19 Contact Tracing Service Market Size YoY Growth (2018-2033) & (US$ Million)
Figure 45. Oracle Corporation Revenue Growth Rate in COVID-19 Contact Tracing Service Business (2018-2023)
Figure 46. Google Revenue Growth Rate in COVID-19 Contact Tracing Service Business (2018-2023)
Figure 47. SAP SE Revenue Growth Rate in COVID-19 Contact Tracing Service Business (2018-2023)
Figure 48. Siemens Revenue Growth Rate in COVID-19 Contact Tracing Service Business (2018-2023)
Figure 49. ServiceNow Revenue Growth Rate in COVID-19 Contact Tracing Service Business (2018-2023)
Figure 50. Salesforce.com Revenue Growth Rate in COVID-19 Contact Tracing Service Business (2018-2023)
Figure 51. Cisco Revenue Growth Rate in COVID-19 Contact Tracing Service Business (2018-2023)
Figure 52. Microsoft Corporation Revenue Growth Rate in COVID-19 Contact Tracing Service Business (2018-2023)
Figure 53. IBM Corporation Revenue Growth Rate in COVID-19 Contact Tracing Service Business (2018-2023)
Figure 54. Bottom-up and Top-down Approaches for This Report
Figure 55. Data Triangulation
Figure 56. Key Executives Interviewed