Healthcare analytics is one of the emerging areas of healthcare services. It extensively uses information technology tools, data, statistical and qualitative analysis, explanatory and predictive modeling. The analytics help the healthcare organizations in reducing the hospital stays of patients, meeting regulatory compliance, improved quality care, preclusion of chronic diseases, and fraud detection.
Global healthcare analytics market is segmented into tool types, applications, components, delivery modes, end users and geography. Tool types market is further partitioned into descriptive, predictive and prescriptive analytics. Components are classified into hardware, software and services segments. Mode of delivery is segmented into on-promise, web-hosted and cloud-based models. Depending on the end users, the healthcare analytics market is sectioned into payers, providers, HIE and others.
This report studies the global healthcare analytics market over the forecast period 2015 to 2022. The market is expected to grow at a double digit CAGR to reach $33,542 million by 2022. Federal healthcare mandates, rising healthcare costs and pressure to reduce, emergence of big data and advancements in analytical technologies, digitalization of healthcare, personalized medicine are some of the factors driving the healthcare analytics market growth. Factors such as security issues and data breaches, lack of skilled labor with analytical skills, lack of patient data confidentiality and transparency, lack of interoperability, functional gap between payers and providers, increase in governmental regulation, and reimbursement issues are hampering the market growth.
Geographically the market is segmented into North America, Europe, Asia Pacific and Rest of the World. North America dominated the healthcare analytics market with a largest share which is driven by U.S. centralized healthcare mandates such as the Patient Protection and Affordable Care Act (PPACA) and meaningful use. These initiatives assist to improve the acceptance of Electronic Health Records (EHRs) and Healthcare Information Exchange (HIE), thus improving the usage of analytics to influence the generated data. The European market is expected to be the second largest market, growing at a lower rate mainly due to the economic crisis. The Asian market is fairly new to medical analytics; however, the increasing IT skills, outsourcing trend and healthcare IT adoption will force this market to emerge into fast growing market in the future.
The healthcare analytics market is a fragmented market with key players operating in the field of EHR & EMR platforms, cross-vertical service providers and healthcare analytical tool/service providers. The major players in the market are Allscripts Healthcare Solution, Inc. (U.S.), Cerner Corporation (U.S.), Epic Systems (U.S.), IBM Corporation (U.S.), Information Builders, Inc. (U.S.), McKesson Corporation (U.S.), MedeAnalytics, Inc. (U.S.), Oracle Corporation (U.S.), Optum, Inc. (U.S.), and Verisk Analytics (U.S.).
1 EXECUTIVE SUMMARY 25
2 INTRODUCTION 30
2.1 KEY TAKE AWAYS 30
2.2 REPORT DESCRIPTION 30
2.3 MARKETS COVERED 32
2.4 STAKEHOLDERS 34
2.5 RESEARCH METHODOLOGY 34
2.5.1 MARKET SIZE ESTIMATION 36
2.5.2 MARKET CRACK DOWN & DATA TRIANGULATION 38
2.5.3 SECONDARY SOURCES 39
2.5.4 PRIMARY SOURCES 39
2.5.5 KEY DATA POINTS FROM SECONDARY SOURCES 40
2.5.6 KEY DATA POINTS FROM PRIMARY SOURCES 41
2.5.7 ASSUMPTIONS 41
3 MARKET OVERVIEW 43
3.1 INTRODUCTION 43
3.2 MARKET SEGMENTATION 44
3.3 FACTORS INFLUENCING MARKET 46
3.4 MARKET DYNAMICS 47
3.4.1 DRIVERS & OPPORTUNITIES 47
3.4.1.1 Federal healthcare mandates in the U.S. 47
3.4.1.2 Increasing healthcare costs and pressure to reduce expenditure. 48
3.4.1.3 Digitization of healthcare, emergence of big data and analytics 48
3.4.1.4 Proliferation of cloud computing 49
3.4.1.5 Population Health Management (PHM) 49
3.4.1.6 Personalized medicine or precision medicine 49
3.4.1.7 Rising incidence of ageing population 50
3.4.2 RESTRAINTS AND THREATS 50
3.4.2.1 Data breach, security issues and transparency issues 50
3.4.2.2 Interoperability issues 51
3.4.2.3 High cost of implementation and adoption barriers 51
3.4.2.4 Shortage of skilled labour 52
3.4.2.5 Complex government regulations 53
3.4.3 TECHNOLOGICAL ADVANCEMENTS 53
3.4.3.1 Cloud technology 53
3.4.3.2 Wearable patient monitoring device analytics 54
3.4.3.3 Healthcare mobile apps and telemedicine 55
3.4.3.4 Cognitive computing 55
3.4.3.5 Image analytics 56
3.5 PORTER’S FIVE FORCE ANALYSIS 57
3.5.1 THREAT OF NEW ENTRANTS 58
3.5.2 THREAT OF SUBSTITUTES 58
3.5.3 RIVALRY AMONG EXISTING COMPETITORS 58
3.5.4 BARGAINING POWER OF SUPPLIERS 58
3.5.5 BARGAINING POWER OF BUYERS 59
3.6 REGULATORY AFFAIRS 59
3.6.1 U.S. 59
3.6.2 EUROPE 60
3.6.3 CHINA 61
3.6.4 INDIA 62
3.7 MARKET SHARE ANALYSIS 64
4 GLOBAL HEALTHCARE ANALYTICS MARKET, BY TOOL TYPE 66
4.1 INTRODUCTION 66
4.2 DESCRIPTIVE ANALYTICS 69
4.3 PREDICTIVE ANALYTICS 71
4.3.1 PREDICTIVE ANALYTICS PROCESS 73
4.4 PRESCRIPTIVE ANALYTICS 75
5 GLOBAL HEALTHCARE ANALYTICS MARKET, BY APPLICATION 77
5.1 INTRODUCTION 77
5.2 CLINICAL DATA ANALYTICS 82
5.2.1 QUALITY CARE 86
5.2.2 MEDICAL ERROR REDUCTION 88
5.2.3 PHYSICIAN PERFORMANCE EVALUATION 90
5.2.4 CLINICAL DECISION SUPPORT SYSTEM (CDSS) 92
5.2.5 POPULATION HEALTH MANAGEMENT 93
5.2.6 CUSTOMER RELATIONSHIP MANAGEMENT 95
5.3 FINANCIAL ANALYTICS 97
5.3.1 CLAIMS ANALYTICS 101
5.3.2 REVENUE CYCLE ANALYTICS 103
5.3.3 RISK ANALYTICS 105
5.4 ADMINISTRATIVE/OPERATIONAL ANALYTICS 107
5.4.1 SUPPLY CHAIN ANALYTICS 110
5.4.2 HUMAN RESOURCE/ WORKFORCE ANALYTICS 112
5.4.3 PRACTICE MANAGEMENT ANALYTICS 114
5.4.4 STRATEGIC ANALYTICS 116
5.5 RESEARCH ANALYTICS 117
5.6 OTHERS 119
6 GLOBAL HEALTHCARE ANALYTICS MARKET, BY COMPONENT 120
6.1 INTRODUCTION 120
6.2 HARDWARE 123
6.3 SOFTWARE 125
6.4 SERVICES 128
7 HEALTHCARE ANALYTICS MARKET, BY DELIVERY MODE 130
7.1 INTRODUCTION 130
7.2 ON-PREMISE MODEL 133
7.3 WEB-HOSTED MODEL 135
7.4 CLOUD-COMPUTING 137
8 GLOBAL HEALTHCARE ANALYTICS MARKET, BY END-USER 139
8.1 INTRODUCTION 139
8.2 PAYERS 142
8.3 PROVIDERS 144
8.4 HEALTHCARE ANALYTICS INFORMATION EXCHANGES (HIE) 146
8.5 OTHERS 148
9 REGIONAL MARKET ANALYSIS 151
9.1 INTRODUCTION 151
9.2 NORTH AMERICA 153
9.2.1 U.S. 153
9.3 EUROPE 164
9.4 ASIA PACIFIC 174
9.5 REST OF THE WORLD 188
10 COMPANY DEVELOPMENTS 199
10.1 INTRODUCTION 199
10.2 AGREEMENTS, PARTNERSHIPS, COLLABORATIONS & JOINT VENTURES 201
10.3 NEW PRODUCT LAUNCH 212
10.4 OTHER DEVELOPMENTS 218
10.5 MERGERS AND ACQUISITIONS 222
11 COMPANY PROFILES 225
11.1 ALLSCRIPTS HEALTHCARE SOLUTIONS, INC. 225
11.1.1 OVERVIEW 225
11.1.2 FINANCIALS 226
11.1.3 PRODUCT PORTFOLIO 228
11.1.4 KEY DEVELOPMENTS 229
11.1.5 BUSINESS STRATEGY 232
11.1.6 SWOT ANALYSIS 233
11.2 CERNER CORPORATION 234
11.2.1 OVERVIEW 234
11.2.2 FINANCIALS 235
11.2.3 PRODUCT PORTFOLIO 237
11.2.4 KEY DEVELOPMENTS 238
11.2.5 BUSINESS STRATEGY 241
11.2.6 SWOT ANALYSIS 243
11.3 EPIC 244
11.3.1 OVERVIEW 244
11.3.2 FINANCIALS 244
11.3.3 PRODUCT PORTFOLIO 245
11.3.4 KEY DEVELOPMENTS 246
11.3.5 BUSINESS STRATEGY 247
11.3.6 SWOT ANALYSIS 248
11.4 IBM 249
11.4.1 OVERVIEW 249
11.4.2 FINANCIALS 250
11.4.3 PRODUCT PORTFOLIO 252
11.4.4 KEY DEVELOPMENTS 255
11.4.5 BUSINESS STRATEGY 257
11.4.6 SWOT ANALYSIS 258
11.5 INFORMATION BUILDERS, INC. 259
11.5.1 OVERVIEW 259
11.5.2 FINANCIALS 259
11.5.3 PRODUCT PORTFOLIO 260
11.5.4 KEY DEVELOPMENTS 261
11.5.5 BUSINESS STRATEGY 262
11.5.6 SWOT ANALYSIS 263
11.6 MCKESSON CORPORATION 264
11.6.1 OVERVIEW 264
11.6.2 FINANCIALS 265
11.6.3 PRODUCT PORTFOLIO 267
11.6.4 KEY DEVELOPMENTS 268
11.6.5 BUSINESS STRATEGY 271
11.6.6 SWOT ANALYSIS 272
11.7 MEDEANALYTICS, INC. 273
11.7.1 OVERVIEW 273
11.7.2 FINANCIALS 273
11.7.3 PRODUCT PORTFOLIO 274
11.7.4 KEY DEVELOPMENTS 274
11.7.5 BUSINESS STRATEGY 276
11.7.6 SWOT ANALYSIS 277
11.8 UNITED HEALTH GROUP, INC. 278
11.8.1 OVERVIEW 278
11.8.2 FINANCIALS 279
11.8.3 PRODUCT PORTFOLIO 281
11.8.4 KEY DEVELOPMENTS 282
11.8.5 BUSINESS STRATEGY 284
11.8.6 SWOT ANALYSIS 285
11.9 ORACLE CORPORATION 286
11.9.1 OVERVIEW 286
11.9.2 FINANCIALS 287
11.9.3 PRODUCT PORTFOLIO 291
11.9.4 KEY DEVELOPMENTS 292
11.9.5 BUSINESS STRATEGY 295
11.9.6 SWOT ANALYSIS 296
11.10 VERISK ANALYTICS 297
11.10.1 OVERVIEW 297
11.10.2 FINANCIALS 298
11.10.3 PRODUCT PORTFOLIO 301
11.10.4 KEY DEVELOPMENTS 302
11.10.5 BUSINESS STRATEGY 304
11.10.6 SWOT ANALYSIS 305
LIST OF TABLES
TABLE 1 HEALTHCARE ANALYTICS, GLOBAL MARKET REVENUE, BY REGION
(2014-2022) ($MN) 29
TABLE 2 HEALTHCARE ANALYTICS GLOBAL MARKET REVENUE, BY TOOL TYPE,
(2014-2022) ($MN) 67
TABLE 3 DESCRIPTIVE ANALYTICS GLOBAL MARKET REVENUE, BY REGION,
(2014-2022) ($MN) 71
TABLE 4 PREDICTIVE ANALYTICS GLOBAL MARKET REVENUE, BY REGION,
(2014-2022) ($MN) 74
TABLE 5 PRESCRIPTIVE ANALYTICS, GLOBAL MARKET REVENUE, BY REGION,
(2014-2022) ($MN) 76
TABLE 6 HEALTHCARE ANALYTICS GLOBAL MARKET REVENUE, BY APPLICATION, (2014-2022) ($MN) 79
TABLE 7 CLINICAL DATA ANALYTICS, GLOBAL MARKET REVENUE, BY APPLICATION
(2014-2022) ($MN) 83
TABLE 8 CLINICAL DATA ANALYTICS APPLICATION GLOBAL MARKET REVENUE,
BY REGION, (2014-2022) ($MN) 85
TABLE 9 QUALITY CARE APPLICATION GLOBAL MARKET REVENUE, BY REGION,
(2014-2022) ($MN) 87
TABLE 10 MEDICAL ERROR REDUCTION APPLICATION GLOBAL MARKET REVENUE,
BY REGION, (2014-2022) ($MN) 89
TABLE 11 PHYSICIAN PERFORMANCE EVALUATION APPLICATION GLOBAL MARKET REVENUE, BY REGION, (2014-2022) ($MN) 91
TABLE 12 CLINICAL DECISION SUPPORT APPLICATION GLOBAL MARKET REVENUE,
BY REGION, (2014-2022) ($MN) 93
TABLE 13 POPULATION HEALTH MANAGEMENT APPLICATION GLOBAL MARKET REVENUE, BY REGION, (2014-2022) ($MN) 94
TABLE 14 CUSTOMER RELATIONSHIP MANAGEMENT APPLICATION GLOBAL MARKET REVENUE, BY REGION, (2014-2022) ($MN) 96
TABLE 15 FINANCIAL ANALYTICS GLOBAL APPLICATION MARKET REVENUE, BY TYPE, (2014-2022) ($MN) 98
TABLE 16 FINANCIAL ANALYTICS APPLICATION GLOBAL MARKET REVENUE,
BY REGION, (2014-2022) ($MN) 100
TABLE 17 CLAIMS ANALYTICS APPLICATION GLOBAL MARKET REVENUE, BY REGION,
(2014-2022) ($MN) 102
TABLE 18 REVENUE CYCLE ANALYTICS APPLICATION GLOBAL MARKET REVENUE,
BY REGION, (2014-2022) ($MN) 104
TABLE 19 RISK ANALYTICS APPLICATION GLOBAL MARKET REVENUE, BY REGION, (2014-2022) ($MN) 106
TABLE 20 ADMINISTRATIVE ANALYTICS GLOBAL APPLICATION MARKET REVENUE,
BY TYPE, (2014-2022) ($MN) 108
TABLE 21 ADMINISTRATIVE ANALYTICS APPLICATION GLOBAL MARKET REVENUE,
BY REGION, (2014-2022) ($MN) 109
TABLE 22 SUPPLY CHAIN ANALYTICS APPLICATION GLOBAL MARKET REVENUE,
BY REGION, (2014-2022) ($MN) 111
TABLE 23 WORKFORCE ANALYTICS APPLICATION GLOBAL MARKET REVENUE,
BY REGION, (2014-2022) ($MN) 113
TABLE 24 PRATICE MANAGEMENT APPLICATION GLOBAL MARKET REVENUE,
BY REGION, (2014-2022) ($MN) 115
TABLE 25 STRATEGIC ANALYTICS APPLICATION GLOBAL MARKET REVENUE,
BY REGION, (2014-2022) ($MN) 116
TABLE 26 RESEARCH ANALYTICS APPLICATION GLOBAL MARKET REVENUE,
BY REGION, (2014-2022) ($MN) 118
TABLE 27 OTHERS APPLICATION GLOBAL MARKET REVENUE, BY REGION,
(2014-2022) ($MN) 119
TABLE 28 HEALTHCARE ANALYTICS GLOBAL MARKET REVENUE, BY COMPONENT, (2014-2022) ($MN) 121
TABLE 29 HEALTHCARE ANALYTICS HARDWARE GLOBAL MARKET REVENUE,
BY REGION, (2014-2022) ($MN) 124
TABLE 30 HEALTHCARE ANALYTICS SOFTWARE GLOBAL MARKET REVENUE,
BY REGION, (2014-2022) ($MN) 127
TABLE 31 HEALTHCARE ANALYTICS SERVICES GLOBAL MARKET REVENUE,
BY REGION, (2014-2022) ($MN) 129
TABLE 32 HEALTHCARE ANALYTICS GLOBAL MARKET REVENUE, BY DELIVERY MODE, (2014-2022) ($MN) 131
TABLE 33 ON-PREMISE GLOBAL MARKET REVENUE, BY REGION, (2014-2022) ($MN) 134
TABLE 34 WEB-HOSTED GLOBAL MARKET REVENUE, BY REGION, (2014-2022) ($MN) 136
TABLE 35 CLOUD-BASED GLOBAL MARKET REVENUE, BY REGION, (2014-2022) ($MN) 138
TABLE 36 HEALTHCARE ANALYTICS GLOBAL MARKET REVENUE, BY END USER,
(2014-2022) ($MN) 140
TABLE 37 HEALTHCARE ANALYTICS PAYERS GLOBAL MARKET REVENUE, BY REGION, (2014-2022) ($MN) 143
TABLE 38 HEALTHCARE ANALYTICS PROVIDERS GLOBAL MARKET REVENUE,
BY REGION, (2014-2022) ($MN) 145
TABLE 39 HEALTHCARE ANALYTICS INFORMATION EXCHANGE (HIE) GLOBAL MARKET REVENUE, BY REGION, (2014-2022) ($MN) 147
TABLE 40 OTHER HEALTHCARE ANALYTICS END USERS GLOBAL MARKET REVENUE,
BY REGION, (2014-2022) ($MN) 150
TABLE 41 NORTH AMERICAN HEALTHCARE ANALYTICS MARKET REVENUE,
BY TOOL TYPE, (2014-2022) ($MN) 155
TABLE 42 NORTH AMERICAN HEALTHCARE ANALYTICS MARKET REVENUE,
BY APPLICATION, (2014-2022) ($MN) 156
TABLE 43 NORTH AMERICAN CLINICAL DATA ANALYTICS APPLICATION MARKET REVENUE, BY TYPE (2014-2022) ($MN) 157
TABLE 44 NORTH AMERICAN FINANCIAL ANALYTICS APPLICATION MARKET REVENUE, BY TYPE (2014-2022) ($MN) 158
TABLE 45 NORTH AMERICAN HEALTHCARE ADMINISTRATIVE ANALYTICS APPLICATION MARKET REVENUE, BY TYPE, (2014-2022) ($MN) 159
TABLE 46 NORTH AMERICAN HEALTHCARE ANALYTICS MARKET REVENUE,
BY COMPONENT, BY TYPE (2014-2022) ($MN) 160
TABLE 47 NORTH AMERICAN HEALTHCARE ANALYTICS DELIVERY MODE MARKET REVENUE, BY TYPE, (2014-2022) ($MN) 161
TABLE 48 NORTH AMERICAN HEALTHCARE ANALYTICS MARKET REVENUE,
BY END-USER, (2014-2022) ($MN) 162
TABLE 49 EUROPEAN HEALTHCARE ANALYTICS MARKET REVENUE, BY TOOL TYPE,
(2014-2022) ($MN) 165
TABLE 50 EUROPEAN HEALTHCARE ANALYTICS MARKET REVENUE, BY APPLICATION,
(2014-2022) ($MN) 166
TABLE 51 EUROPEAN HEALTHCARE CLINICAL DATA ANALYTICS APPLICATION MARKET REVENUE, BY TYPE, (2014-2022) ($MN) 167
TABLE 52 EUROPEAN HEALTHCARE FINANCIAL ANALYTICS APPLICATION MARKET REVENUE, BY TYPE, (2014-2022) ($MN) 168
TABLE 53 EUROPEAN HEALTHCARE ADMINISTRATIVE ANALYTICS APPLICATION MARKET REVENUE, BY TYPE, (2014-2022) ($MN) 169
TABLE 54 EUROPEAN HEALTHCARE ANALYTICS COMPONENTS MARKET REVENUE,
BY TYPE, (2014-2022) ($MN) 170
TABLE 55 EUROPEAN HEALTHCARE ANALYTICS DELIVERY MODE MARKET REVENUE, BY TYPE, (2014-2022) ($MN) 171
TABLE 56 EUROPEAN HEALTHCARE ANALYTICS MARKET REVENUE, BY END-USER,
(2014-2022) ($MN) 172
TABLE 57 ASIA-PACIFIC HEALTHCARE ANALYTICS MARKET REVENUE, BY TOOL TYPE,
(2014-2022) ($MN) 179
TABLE 58 ASIA-PACIFIC HEALTHCARE ANALYTICS MARKET REVENUE,
BY APPLICATION, (2014-2022) ($MN) 180
TABLE 59 ASIA-PACIFIC HEALTHCARE CLINICAL DATA ANALYTICS APPLICATION MARKET REVENUE, BY TYPE, (2014-2022) ($MN) 181
TABLE 60 ASIA-PACIFIC HEALTHCARE FINANCIAL ANALYTICS APPLICATION MARKET REVENUE, BY TYPE, (2014-2022) ($MN) 182
TABLE 61 ASIA-PACIFIC HEALTHCARE ADMINISTRATIVE ANALYTICS APPLICATION MARKET REVENUE, BY TYPE, (2014-2022) ($MN) 183
TABLE 62 ASIA-PACIFIC HEALTHCARE ANALYTICS COMPONENT MARKET REVENUE,
BY TYPE, (2014-2022) ($MN) 184
TABLE 63 ASIA-PACIFIC HEALTHCARE ANALYTICS DELIVERY MODE MARKET REVENUE, BY TYPE, (2014-2022) ($MN) 185
TABLE 64 ASIA-PACIFIC HEALTHCARE ANALYTICS END-USER MARKET REVENUE,
BY TYPE, (2014-2022) ($MN) 186
TABLE 65 ROW HEALTHCARE ANALYTICS MARKET REVENUE, BY TOOL TYPE,
(2014-2022) ($MN) 190
TABLE 66 ROW HEALTHCARE ANALYTICS MARKET REVENUE, BY APPLICATION,
(2014-2022) ($MN) 191
TABLE 67 ROW HEALTHCARE CLINICAL DATA ANALYTICS APPLICATION MARKET REVENUE, BY TYPE, (2014-2022) ($MN) 192
TABLE 68 ROW HEALTHCARE FINANCIAL ANALYTICS APPLICATION MARKET REVENUE, BY TYPE, (2014-2022) ($MN) 193
TABLE 69 ROW HEALTHCARE ADMINISTRATIVE ANALYTICS APPLICATION MARKET REVENUE, BY TYPE, (2014-2022) ($MN) 194
TABLE 70 ROW HEALTHCARE ANALYTICS COMPONENT MARKET REVENUE, BY TYPE,
(2014-2022) ($MN) 195
TABLE 71 ROW HEALTHCARE ANALYTICS DELIVERY MODE MARKET REVENUE,
BY TYPE, (2014-2022) ($MN) 196
TABLE 72 ROW HEALTHCARE ANALYTICS MARKET REVENUE, BY END-USER,
(2014-2022) ($MN) 197
TABLE 73 AGREEMENTS, PARTNERSHIPS, COLLABORATIONS & JOINT VENTURES (2014-2016) 201
TABLE 74 NEW PRODUCT LAUNCHES (2014-2016) 212
TABLE 75 OTHER DEVELOPMENTS (2015-2016) 218
TABLE 76 MERGERS AND ACQUISITIONS (2014-2016) 222
TABLE 77 ALLSCRIPTS: TOTAL REVENUE AND R&D EXPENSES, (2013-2015) ($MN) 226
TABLE 78 ALLSCRIPTS: TOTAL REVENUE, BY SEGMENTS, (2013-2015) ($MN) 227
TABLE 79 ALLSCRIPTS: TOTAL REVENUE, BY GEOGRAPHY, (2013-2015) ($MN) 228
TABLE 80 CERNER CORPORATION: TOTAL REVENUE AND R&D EXPENSES,
(2013-2015) ($MN) 235
TABLE 81 CERNER CORPORATION: TOTAL REVENUE, BY SEGMENTS,
(2013-2015) ($MN) 236
TABLE 82 CERNER CORPORATION: TOTAL REVENUE, BY GEOGRAPHY,
(2013-2015) ($MN) 237
TABLE 83 IBM: TOTAL REVENUE AND R&D EXPENSES, (2013-2015) ($MN) 250
TABLE 84 IBM: TOTAL REVENUE, BY SEGMENTS, (2013-2015) ($MN) 251
TABLE 85 IBM: TOTAL REVENUE, BY GEOGRAPHY, (2013-2015) ($MN) 252
TABLE 86 MCKESSON: TOTAL REVENUE AND R&D EXPENSES, (2014-2016) ($MN) 265
TABLE 87 MCKESSON: TOTAL REVENUE, BY SEGMENTS, (2014-2016) ($MN) 266
TABLE 88 MCKESSON: TOTAL REVENUE, BY GEOGRAPHY, (2014-2016) ($MN) 267
TABLE 89 UNITED HEALTH GROUP: TOTAL REVENUE AND R&D EXPENSES,
(2013-2015) ($MN) 279
TABLE 90 UNITED HEALTH GROUP: TOTAL REVENUE, BY SEGMENTS,
(2013-2015) ($MN) 280
TABLE 91 ORACLE CORPORATION: TOTAL REVENUE AND R&D EXPENSES,
(2014-16) ($MN) 287
TABLE 92 ORACLE CORPORATION: TOTAL REVENUE, BY SEGMENT
(2014-2016) ($MN) 288
TABLE 93 ORACLE CORPORATION: CLOUD ON PREMISE SOFTWARE BUSINESS REVENUE, BY SUB-SEGMENT (2014-2016) ($MN) 289
TABLE 94 ORACLE CORPORATION: TOTAL REVENUE, BY GEOGRAPHY,
(2014-2016) ($MN) 290
TABLE 95 VERISK ANALYTICS: TOTAL REVENUE AND R&D EXPENSES,
(2013-15) ($MN) 298
TABLE 96 VERISK ANALYTICS: TOTAL REVENUE, BY SEGMENT (2013-2015) ($MN) 299
TABLE 97 VERISK ANALYTICS: TOTAL REVENUE, BY GEOGRAPHY, (2013-2015) ($MN) 300