The Smart Hospitality Management market report provides a detailed analysis of global market size, regional and country-level market size, segmentation market growth, market share, competitive Landscape, sales analysis, impact of domestic and global market players, value chain optimization, trade regulations, recent developments, opportunities analysis, strategic market growth analysis, product launches, area marketplace expanding, and technological innovations. According to our latest research, the global Smart Hospitality Management size is estimated to be USD xx million in 2026 from USD xx million in 2020, with a change XX% between 2020 and 2021. The global Smart Hospitality Management market size is expected to grow at a CAGR of xx% for the next five years. Market segmentation Smart Hospitality Management market is split by Type and by Application. For the period 2016-2026, the growth among segments provide accurate calculations and forecasts for revenue by Type and by Application. This analysis can help you expand your business by targeting qualified niche markets. Market segment by Type, covers Connected Guest Experience Management Hotel Operation Management Automation Management Real-time Monitoring Management Security Management System Market segment by Application, can be divided into Hotels Resorts Luxury Yachts Others Market segment by players, this report covers IBM Cisco Samsung Wisuite NEC Oracle Qualsoft Honeywell Siemens Market segment by regions, regional analysis covers North America (United States, Canada, and Mexico) Europe (Germany, France, UK, Russia, Italy, and Rest of Europe) Asia-Pacific (China, Japan, South Korea, India, Southeast Asia, Australia, and Rest of Asia-Pacific) South America (Brazil, Argentina, Rest of South America) Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of Middle East & Africa) The content of the study subjects, includes a total of 12 chapters: Chapter 1, to describe Smart Hospitality Management product scope, market overview, market opportunities, market driving force and market risks. Chapter 2, to profile the top players of Smart Hospitality Management, with revenue, gross margin and global market share of Smart Hospitality Management from 2019 to 2021. Chapter 3, the Smart Hospitality Management competitive situation, revenue and global market share of top players are analyzed emphatically by landscape contrast. Chapter 4 and 5, to segment the market size by type and application, with revenue and growth rate by type, application, from 2016 to 2026. Chapter 6, 7, 8, 9, and 10, to break the market size data at the country level, with revenue and market share for key countries in the world, from 2016 to 2021.and Smart Hospitality Management market forecast, by regions, type and application, with revenue, from 2021 to 2026. Chapter 11 and 12, to describe Smart Hospitality Management research findings and conclusion, appendix and data source.
1 Market Overview 1.1 Product Overview and Scope of Smart Hospitality Management 1.2 Classification of Smart Hospitality Management by Type 1.2.1 Overview: Global Smart Hospitality Management Market Size by Type: 2020 Versus 2021 Versus 2026 1.2.2 Global Smart Hospitality Management Revenue Market Share by Type in 2020 1.2.3 Connected Guest Experience Management 1.2.4 Hotel Operation Management 1.2.5 Automation Management 1.2.6 Real-time Monitoring Management 1.2.7 Security Management System 1.3 Global Smart Hospitality Management Market by Application 1.3.1 Overview: Global Smart Hospitality Management Market Size by Application: 2020 Versus 2021 Versus 2026 1.3.2 Hotels 1.3.3 Resorts 1.3.4 Luxury Yachts 1.3.5 Others 1.4 Global Smart Hospitality Management Market Size & Forecast 1.5 Global Smart Hospitality Management Market Size and Forecast by Region 1.5.1 Global Smart Hospitality Management Market Size by Region: 2016 VS 2021 VS 2026 1.5.2 Global Smart Hospitality Management Market Size by Region, (2016-2021) 1.5.3 North America Smart Hospitality Management Market Size and Prospect (2016-2026) 1.5.4 Europe Smart Hospitality Management Market Size and Prospect (2016-2026) 1.5.5 Asia-Pacific Smart Hospitality Management Market Size and Prospect (2016-2026) 1.5.6 South America Smart Hospitality Management Market Size and Prospect (2016-2026) 1.5.7 Middle East and Africa Smart Hospitality Management Market Size and Prospect (2016-2026) 1.6 Market Drivers, Restraints and Trends 1.6.1 Smart Hospitality Management Market Drivers 1.6.2 Smart Hospitality Management Market Restraints 1.6.3 Smart Hospitality Management Trends Analysis 2 Company Profiles 2.1 IBM 2.1.1 IBM Details 2.1.2 IBM Major Business 2.1.3 IBM Smart Hospitality Management Product and Solutions 2.1.4 IBM Smart Hospitality Management Revenue, Gross Margin and Market Share (2019-2021) 2.1.5 IBM Recent Developments and Future Plans 2.2 Cisco 2.2.1 Cisco Details 2.2.2 Cisco Major Business 2.2.3 Cisco Smart Hospitality Management Product and Solutions 2.2.4 Cisco Smart Hospitality Management Revenue, Gross Margin and Market Share (2019-2021) 2.2.5 Cisco Recent Developments and Future Plans 2.3 Samsung 2.3.1 Samsung Details 2.3.2 Samsung Major Business 2.3.3 Samsung Smart Hospitality Management Product and Solutions 2.3.4 Samsung Smart Hospitality Management Revenue, Gross Margin and Market Share (2019-2021) 2.3.5 Samsung Recent Developments and Future Plans 2.4 Wisuite 2.4.1 Wisuite Details 2.4.2 Wisuite Major Business 2.4.3 Wisuite Smart Hospitality Management Product and Solutions 2.4.4 Wisuite Smart Hospitality Management Revenue, Gross Margin and Market Share (2019-2021) 2.4.5 Wisuite Recent Developments and Future Plans 2.5 NEC 2.5.1 NEC Details 2.5.2 NEC Major Business 2.5.3 NEC Smart Hospitality Management Product and Solutions 2.5.4 NEC Smart Hospitality Management Revenue, Gross Margin and Market Share (2019-2021) 2.5.5 NEC Recent Developments and Future Plans 2.6 Oracle 2.6.1 Oracle Details 2.6.2 Oracle Major Business 2.6.3 Oracle Smart Hospitality Management Product and Solutions 2.6.4 Oracle Smart Hospitality Management Revenue, Gross Margin and Market Share (2019-2021) 2.6.5 Oracle Recent Developments and Future Plans 2.7 Qualsoft 2.7.1 Qualsoft Details 2.7.2 Qualsoft Major Business 2.7.3 Qualsoft Smart Hospitality Management Product and Solutions 2.7.4 Qualsoft Smart Hospitality Management Revenue, Gross Margin and Market Share (2019-2021) 2.7.5 Qualsoft Recent Developments and Future Plans 2.8 Honeywell 2.8.1 Honeywell Details 2.8.2 Honeywell Major Business 2.8.3 Honeywell Smart Hospitality Management Product and Solutions 2.8.4 Honeywell Smart Hospitality Management Revenue, Gross Margin and Market Share (2019-2021) 2.8.5 Honeywell Recent Developments and Future Plans 2.9 Siemens 2.9.1 Siemens Details 2.9.2 Siemens Major Business 2.9.3 Siemens Smart Hospitality Management Product and Solutions 2.9.4 Siemens Smart Hospitality Management Revenue, Gross Margin and Market Share (2019-2021) 2.9.5 Siemens Recent Developments and Future Plans 3 Market Competition, by Players 3.1 Global Smart Hospitality Management Revenue and Share by Players (2019-2021) 3.2 Market Concentration Rate 3.2.1 Top 3 Smart Hospitality Management Players Market Share 3.2.2 Top 10 Smart Hospitality Management Players Market Share 3.2.3 Market Competition Trend 3.3 Smart Hospitality Management Players Head Office, Products and Services Provided 3.4 Mergers & Acquisitions 3.5 New Entrants and Expansion Plans 4 Market Size Segment by Type 4.1 Global Smart Hospitality Management Revenue and Market Share by Type (2016-2021) 4.2 Global Smart Hospitality Management Market Forecast by Type (2021-2026) 5 Market Size Segment by Application 5.1 Global Smart Hospitality Management Revenue Market Share by Application (2016-2021) 5.2 Smart Hospitality Management Market Forecast by Application (2021-2026) 6 North America by Country, by Type, and by Application 6.1 North America Smart Hospitality Management Revenue by Type (2016-2026) 6.2 North America Smart Hospitality Management Revenue by Application (2016-2026) 6.3 North America Smart Hospitality Management Market Size by Country 6.3.1 North America Smart Hospitality Management Revenue by Country (2016-2026) 6.3.2 United States Smart Hospitality Management Market Size and Forecast (2016-2026) 6.3.3 Canada Smart Hospitality Management Market Size and Forecast (2016-2026) 6.3.4 Mexico Smart Hospitality Management Market Size and Forecast (2016-2026) 7 Europe by Country, by Type, and by Application 7.1 Europe Smart Hospitality Management Revenue by Type (2016-2026) 7.2 Europe Smart Hospitality Management Revenue by Application (2016-2026) 7.3 Europe Smart Hospitality Management Market Size by Country 7.3.1 Europe Smart Hospitality Management Revenue by Country (2016-2026) 7.3.2 Germany Smart Hospitality Management Market Size and Forecast (2016-2026) 7.3.3 France Smart Hospitality Management Market Size and Forecast (2016-2026) 7.3.4 United Kingdom Smart Hospitality Management Market Size and Forecast (2016-2026) 7.3.5 Russia Smart Hospitality Management Market Size and Forecast (2016-2026) 7.3.6 Italy Smart Hospitality Management Market Size and Forecast (2016-2026) 8 Asia-Pacific by Region, by Type, and by Application 8.1 Asia-Pacific Smart Hospitality Management Revenue by Type (2016-2026) 8.2 Asia-Pacific Smart Hospitality Management Revenue by Application (2016-2026) 8.3 Asia-Pacific Smart Hospitality Management Market Size by Region 8.3.1 Asia-Pacific Smart Hospitality Management Revenue by Region (2016-2026) 8.3.2 China Smart Hospitality Management Market Size and Forecast (2016-2026) 8.3.3 Japan Smart Hospitality Management Market Size and Forecast (2016-2026) 8.3.4 South Korea Smart Hospitality Management Market Size and Forecast (2016-2026) 8.3.5 India Smart Hospitality Management Market Size and Forecast (2016-2026) 8.3.6 Southeast Asia Smart Hospitality Management Market Size and Forecast (2016-2026) 8.3.7 Australia Smart Hospitality Management Market Size and Forecast (2016-2026) 9 South America by Country, by Type, and by Application 9.1 South America Smart Hospitality Management Revenue by Type (2016-2026) 9.2 South America Smart Hospitality Management Revenue by Application (2016-2026) 9.3 South America Smart Hospitality Management Market Size by Country 9.3.1 South America Smart Hospitality Management Revenue by Country (2016-2026) 9.3.2 Brazil Smart Hospitality Management Market Size and Forecast (2016-2026) 9.3.3 Argentina Smart Hospitality Management Market Size and Forecast (2016-2026) 10 Middle East & Africa by Country, by Type, and by Application 10.1 Middle East & Africa Smart Hospitality Management Revenue by Type (2016-2026) 10.2 Middle East & Africa Smart Hospitality Management Revenue by Application (2016-2026) 10.3 Middle East & Africa Smart Hospitality Management Market Size by Country 10.3.1 Middle East & Africa Smart Hospitality Management Revenue by Country (2016-2026) 10.3.2 Turkey Smart Hospitality Management Market Size and Forecast (2016-2026) 10.3.3 Saudi Arabia Smart Hospitality Management Market Size and Forecast (2016-2026) 10.3.4 UAE Smart Hospitality Management Market Size and Forecast (2016-2026) 11 Research Findings and Conclusion 12 Appendix 12.1 Methodology 12.2 Research Process and Data Source 12.3 Disclaimer
List of Tables Table 1. Global Smart Hospitality Management Revenue by Type, (USD Million), 2020 VS 2021 VS 2026 Table 2. Global Smart Hospitality Management Revenue by Application, (USD Million), 2020 VS 2021 VS 2026 Table 3. Global Market Smart Hospitality Management Revenue (Million USD) Comparison by Region (2016 VS 2021 VS 2026) Table 4. Global Smart Hospitality Management Revenue (USD Million) by Region (2016-2021) Table 5. Global Smart Hospitality Management Revenue Market Share by Region (2021-2026) Table 6. IBM Corporate Information, Head Office, and Major Competitors Table 7. IBM Major Business Table 8. IBM Smart Hospitality Management Product and Solutions Table 9. IBM Smart Hospitality Management Revenue (USD Million), Gross Margin and Market Share (2019-2021) Table 10. Cisco Corporate Information, Head Office, and Major Competitors Table 11. Cisco Major Business Table 12. Cisco Smart Hospitality Management Product and Solutions Table 13. Cisco Smart Hospitality Management Revenue (USD Million), Gross Margin and Market Share (2019-2021) Table 14. Samsung Corporate Information, Head Office, and Major Competitors Table 15. Samsung Major Business Table 16. Samsung Smart Hospitality Management Product and Solutions Table 17. Samsung Smart Hospitality Management Revenue (USD Million), Gross Margin and Market Share (2019-2021) Table 18. Wisuite Corporate Information, Head Office, and Major Competitors Table 19. Wisuite Major Business Table 20. Wisuite Smart Hospitality Management Product and Solutions Table 21. Wisuite Smart Hospitality Management Revenue (USD Million), Gross Margin and Market Share (2019-2021) Table 22. NEC Corporate Information, Head Office, and Major Competitors Table 23. NEC Major Business Table 24. NEC Smart Hospitality Management Product and Solutions Table 25. NEC Smart Hospitality Management Revenue (USD Million), Gross Margin and Market Share (2019-2021) Table 26. Oracle Corporate Information, Head Office, and Major Competitors Table 27. Oracle Major Business Table 28. Oracle Smart Hospitality Management Product and Solutions Table 29. Oracle Smart Hospitality Management Revenue (USD Million), Gross Margin and Market Share (2019-2021) Table 30. Qualsoft Corporate Information, Head Office, and Major Competitors Table 31. Qualsoft Major Business Table 32. Qualsoft Smart Hospitality Management Product and Solutions Table 33. Qualsoft Smart Hospitality Management Revenue (USD Million), Gross Margin and Market Share (2019-2021) Table 34. Honeywell Corporate Information, Head Office, and Major Competitors Table 35. Honeywell Major Business Table 36. Honeywell Smart Hospitality Management Product and Solutions Table 37. Honeywell Smart Hospitality Management Revenue (USD Million), Gross Margin and Market Share (2019-2021) Table 38. Siemens Corporate Information, Head Office, and Major Competitors Table 39. Siemens Major Business Table 40. Siemens Smart Hospitality Management Product and Solutions Table 41. Siemens Smart Hospitality Management Revenue (USD Million), Gross Margin and Market Share (2019-2021) Table 42. Global Smart Hospitality Management Revenue (USD Million) by Players (2019-2021) Table 43. Global Smart Hospitality Management Revenue Share by Players (2019-2021) Table 44. Breakdown of Smart Hospitality Management by Company Type (Tier 1, Tier 2 and Tier 3) Table 45. Smart Hospitality Management Players Head Office, Products and Services Provided Table 46. Smart Hospitality Management Mergers & Acquisitions in the Past Five Years Table 47. Smart Hospitality Management New Entrants and Expansion Plans Table 48. Global Smart Hospitality Management Revenue (USD Million) by Type (2016-2021) Table 49. Global Smart Hospitality Management Revenue Share by Type (2016-2021) Table 50. Global Smart Hospitality Management Revenue Forecast by Type (2021-2026) Table 51. Global Smart Hospitality Management Revenue by Application (2016-2021) Table 52. Global Smart Hospitality Management Revenue Forecast by Application (2021-2026) Table 53. North America Smart Hospitality Management Revenue by Type (2016-2021) & (USD Million) Table 54. North America Smart Hospitality Management Revenue by Type (2021-2026) & (USD Million) Table 55. North America Smart Hospitality Management Revenue by Application (2016-2021) & (USD Million) Table 56. North America Smart Hospitality Management Revenue by Application (2021-2026) & (USD Million) Table 57. North America Smart Hospitality Management Revenue by Country (2016-2021) & (USD Million) Table 58. North America Smart Hospitality Management Revenue by Country (2021-2026) & (USD Million) Table 59. Europe Smart Hospitality Management Revenue by Type (2016-2021) & (USD Million) Table 60. Europe Smart Hospitality Management Revenue by Type (2021-2026) & (USD Million) Table 61. Europe Smart Hospitality Management Revenue by Application (2016-2021) & (USD Million) Table 62. Europe Smart Hospitality Management Revenue by Application (2021-2026) & (USD Million) Table 63. Europe Smart Hospitality Management Revenue by Country (2016-2021) & (USD Million) Table 64. Europe Smart Hospitality Management Revenue by Country (2021-2026) & (USD Million) Table 65. Asia-Pacific Smart Hospitality Management Revenue by Type (2016-2021) & (USD Million) Table 66. Asia-Pacific Smart Hospitality Management Revenue by Type (2021-2026) & (USD Million) Table 67. Asia-Pacific Smart Hospitality Management Revenue by Application (2016-2021) & (USD Million) Table 68. Asia-Pacific Smart Hospitality Management Revenue by Application (2021-2026) & (USD Million) Table 69. Asia-Pacific Smart Hospitality Management Revenue by Region (2016-2021) & (USD Million) Table 70. Asia-Pacific Smart Hospitality Management Revenue by Region (2021-2026) & (USD Million) Table 71. South America Smart Hospitality Management Revenue by Type (2016-2021) & (USD Million) Table 72. South America Smart Hospitality Management Revenue by Type (2021-2026) & (USD Million) Table 73. South America Smart Hospitality Management Revenue by Application (2016-2021) & (USD Million) Table 74. South America Smart Hospitality Management Revenue by Application (2021-2026) & (USD Million) Table 75. South America Smart Hospitality Management Revenue by Country (2016-2021) & (USD Million) Table 76. South America Smart Hospitality Management Revenue by Country (2021-2026) & (USD Million) Table 77. Middle East & Africa Smart Hospitality Management Revenue by Type (2016-2021) & (USD Million) Table 78. Middle East & Africa Smart Hospitality Management Revenue by Type (2021-2026) & (USD Million) Table 79. Middle East & Africa Smart Hospitality Management Revenue by Application (2016-2021) & (USD Million) Table 80. Middle East & Africa Smart Hospitality Management Revenue by Application (2021-2026) & (USD Million) Table 81. Middle East & Africa Smart Hospitality Management Revenue by Country (2016-2021) & (USD Million) Table 82. Middle East & Africa Smart Hospitality Management Revenue by Country (2021-2026) & (USD Million) List of Figures Figure 1. Smart Hospitality Management Picture Figure 2. Global Smart Hospitality Management Revenue Market Share by Type in 2020 Figure 3. Connected Guest Experience Management Figure 4. Hotel Operation Management Figure 5. Automation Management Figure 6. Real-time Monitoring Management Figure 7. Security Management System Figure 8. Smart Hospitality Management Revenue Market Share by Application in 2020 Figure 9. Hotels Picture Figure 10. Resorts Picture Figure 11. Luxury Yachts Picture Figure 12. Others Picture Figure 13. Global Smart Hospitality Management Revenue, (USD Million): 2020 VS 2021 VS 2026 Figure 14. Global Smart Hospitality Management Revenue and Forecast (2016-2026) & (USD Million) Figure 15. Global Smart Hospitality Management Revenue Market Share by Region (2016-2026) Figure 16. Global Smart Hospitality Management Revenue Market Share by Region in 2020 Figure 17. North America Smart Hospitality Management Revenue (USD Million) and Growth Rate (2016-2026) Figure 18. Europe Smart Hospitality Management Revenue (USD Million) and Growth Rate (2016-2026) Figure 19. Asia-Pacific Smart Hospitality Management Revenue (USD Million) and Growth Rate (2016-2026) Figure 20. South America Smart Hospitality Management Revenue (USD Million) and Growth Rate (2016-2026) Figure 21. Middle East and Africa Smart Hospitality Management Revenue (USD Million) and Growth Rate (2016-2026) Figure 22. Smart Hospitality Management Market Drivers Figure 23. Smart Hospitality Management Market Restraints Figure 24. Smart Hospitality Management Market Trends Figure 25. IBM Recent Developments and Future Plans Figure 26. Cisco Recent Developments and Future Plans Figure 27. Samsung Recent Developments and Future Plans Figure 28. Wisuite Recent Developments and Future Plans Figure 29. NEC Recent Developments and Future Plans Figure 30. Oracle Recent Developments and Future Plans Figure 31. Qualsoft Recent Developments and Future Plans Figure 32. Honeywell Recent Developments and Future Plans Figure 33. Siemens Recent Developments and Future Plans Figure 34. Global Smart Hospitality Management Revenue Share by Players in 2020 Figure 35. Smart Hospitality Management Market Share by Company Type (Tier 1, Tier 2 and Tier 3) Figure 36. Global Top 3 Players Smart Hospitality Management Revenue Market Share in 2020 Figure 37. Global Top 10 Players Smart Hospitality Management Revenue Market Share in 2020 Figure 38. Key Players Market Share Trend (Top 3 Market Share: 2019 VS 2020 VS 2021) Figure 39. Global Smart Hospitality Management Revenue Share by Type in 2020 Figure 40. Global Smart Hospitality Management Market Share Forecast by Type (2021-2026) Figure 41. Global Smart Hospitality Management Revenue Share by Application in 2020 Figure 42. Global Smart Hospitality Management Market Share Forecast by Application (2021-2026) Figure 43. North America Smart Hospitality Management Sales Market Share by Type (2016-2026) Figure 44. North America Smart Hospitality Management Sales Market Share by Application (2016-2026) Figure 45. North America Smart Hospitality Management Revenue Market Share by Country (2016-2026) Figure 46. United States Smart Hospitality Management Revenue and Growth Rate (2016-2026) & (USD Million) Figure 47. Canada Smart Hospitality Management Revenue and Growth Rate (2016-2026) & (USD Million) Figure 48. Mexico Smart Hospitality Management Revenue and Growth Rate (2016-2026) & (USD Million) Figure 49. Europe Smart Hospitality Management Sales Market Share by Type (2016-2026) Figure 50. Europe Smart Hospitality Management Sales Market Share by Application (2016-2026) Figure 51. Europe Smart Hospitality Management Revenue Market Share by Country (2016-2026) Figure 52. Germany Smart Hospitality Management Revenue and Growth Rate (2016-2026) & (USD Million) Figure 53. France Smart Hospitality Management Revenue and Growth Rate (2016-2026) & (USD Million) Figure 54. United Kingdom Smart Hospitality Management Revenue and Growth Rate (2016-2026) & (USD Million) Figure 55. Russia Smart Hospitality Management Revenue and Growth Rate (2016-2026) & (USD Million) Figure 56. Italy Smart Hospitality Management Revenue and Growth Rate (2016-2026) & (USD Million) Figure 57. Asia-Pacific Smart Hospitality Management Sales Market Share by Type (2016-2026) Figure 58. Asia-Pacific Smart Hospitality Management Sales Market Share by Application (2016-2026) Figure 59. Asia-Pacific Smart Hospitality Management Revenue Market Share by Region (2016-2026) Figure 60. China Smart Hospitality Management Revenue and Growth Rate (2016-2026) & (USD Million) Figure 61. Japan Smart Hospitality Management Revenue and Growth Rate (2016-2026) & (USD Million) Figure 62. South Korea Smart Hospitality Management Revenue and Growth Rate (2016-2026) & (USD Million) Figure 63. India Smart Hospitality Management Revenue and Growth Rate (2016-2026) & (USD Million) Figure 64. Southeast Asia Smart Hospitality Management Revenue and Growth Rate (2016-2026) & (USD Million) Figure 65. Australia Smart Hospitality Management Revenue and Growth Rate (2016-2026) & (USD Million) Figure 66. South America Smart Hospitality Management Sales Market Share by Type (2016-2026) Figure 67. South America Smart Hospitality Management Sales Market Share by Application (2016-2026) Figure 68. South America Smart Hospitality Management Revenue Market Share by Country (2016-2026) Figure 69. Brazil Smart Hospitality Management Revenue and Growth Rate (2016-2026) & (USD Million) Figure 70. Argentina Smart Hospitality Management Revenue and Growth Rate (2016-2026) & (USD Million) Figure 71. Middle East and Africa Smart Hospitality Management Sales Market Share by Type (2016-2026) Figure 72. Middle East and Africa Smart Hospitality Management Sales Market Share by Application (2016-2026) Figure 73. Middle East and Africa Smart Hospitality Management Revenue Market Share by Country (2016-2026) Figure 74. Turkey Smart Hospitality Management Revenue and Growth Rate (2016-2026) & (USD Million) Figure 75. Saudi Arabia Smart Hospitality Management Revenue and Growth Rate (2016-2026) & (USD Million) Figure 76. UAE Smart Hospitality Management Revenue and Growth Rate (2016-2026) & (USD Million) Figure 77. Methodology Figure 78. Research Process and Data Source