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Smart Grid Analytics Market by Solution (AMI Analytics, Demand Response Analytics, Asset Management, Grid Optimization, Energy Data Forecasting/Load Forecasting and Visualization Tools) – Worldwide Forecast and Analysis 2014 – 2019

Smart Grid Analytics Market by Solution (AMI Analytics, Demand Response Analytics, Asset Management, Grid Optimization, Energy Data Forecasting/Load Forecasting and Visualization Tools) – Worldwide Forecast and Analysis 2014 – 2019

  • Publish Date:January 2015

  • Number of Pages:123

  • Report ID:2660319

  • Format:PDF

  • Publisher:MarketsandMarkets

$ 4950

Summary

The smart grid analytics market is divided into numerous software-based solutions which have their defined scope of use. These solutions include Advanced Metering Infrastructure (AMI) analytics used for revenue protection, advanced billing systems and theft reduction; demand response analytics which is used to analyze the data related to the Demand Response Management System (DRMS); asset management analytics solutions which focus on reduction in asset losses and streamlining operational efficiencies of assets; analytics solutions for grid optimization which deal with outage reduction and voltage/ Volt-Ampere Reactive (VAR) analytics; energy data forecasting solutions which help in balancing load profiles; and visualization tools for high end dashboarding and reporting purposes.

Most of the small and medium businesses (SMBs) as well as large enterprises are focusing on gaining useful insights out of the unstructured smart grid data for enhancing grid operations by framing improved strategies. This is ultimately required by the smart utilities to curb losses, maximize operational efficiency and hence provide enhanced customer experience. These big data analytics solutions also help the smart grids in curbing the amount of carbon-based emissions based on the past and current emission reports. This helps in making the grid greener for the coming years.

The smart grid analytics market research report consists of the future market trends of smart grid analytics market; it also presents detailed analysis, market sizing, and forecasting for the emerging submarkets of smart grid analytics. The report is segmented on the basis of smart grid analytics solutions, services, deployment types, organization size, and regions. The smart grid analytics market research report analyzes global adoption trends, future growth potential, key drivers, competitive outlook, restraints, opportunities, market ecosystem, and emerging technologies in this market.

The report is expected to help the market leaders/new entrants in this market in the following ways:
1. This report segments the market into solutions and services, covering this market comprehensively. The report provides the closest approximations of the revenue numbers for the overall market and the sub-segments.
2. This report will help them better understand the competitors and gain more insights to better position their business. There is a separate section on competitive landscape that includes competitors’ ecosystem and their roles in the market. Besides, there are company profiles of the top 10 players in this market. In this section, market internals are provided that can put them ahead of the competitors.
The report helps them to understand the overall growth of the market. The report provides information and analysis of key market drivers, restraints, challenges, and opportunities.

Table of contents

1 INTRODUCTION 15

1.1 OBJECTIVES OF THE STUDY 15
1.2 MARKET DEFINITION 15
1.3 MARKET SCOPE 15
1.3.1 MARKETS COVERED 16
1.3.2 YEARS 16
1.4 CURRENCY 17
1.5 LIMITATION 17
1.6 STAKEHOLDERS 17

2 RESEARCH METHODOLOGY 18

2.1 RESEARCH DATA 18
2.1.1 SECONDARY DATA 19
2.1.1.1 Key data from secondary sources 19
2.1.2 PRIMARY DATA 19
2.1.2.1 Key data from primary sources 20
2.1.2.2 Key Industry Insights 21
2.1.2.3 Breakdown of primaries 21
2.2 MARKET SIZE ESTIMATION 21
2.3 MARKET BREAKDOWN AND DATA TRIANGULATION 23
2.3.1 ASSUMPTIONS 24

3 EXECUTIVE SUMMARY 25

4 PREMIUM INSIGHTS 29

4.1 ATTRACTIVE MARKET OPPORTUNITIES IN SMART GRID ANALYTICS MARKET 29
4.2 SMART GRID ANALYTICS MARKET: MARKET SHARE OF SOLUTIONS 30
4.3 LIFECYCLE ANALYSIS, BY REGION 31
4.4 MARKET INVESTMENT SCENARIO 32
4.5 SMART GRID ANALYTICS MARKET: GROWTH TREND IN TYPE OF ORGANIZATIONS 32
4.6 PRODUCT GROWTH MATRIX 33
4.7 REGIONAL ADOPTION SCENARIO 34

5 MARKET OVERVIEW 35

5.1 INTRODUCTION 36
5.2 MARKET SEGMENTATION 36
5.2.1 SMART GRID ANALYTICS MARKET, BY SOLUTION 36
5.2.2 SMART GRID ANALYTICS MARKET, BY SERVICE 36
5.2.3 SMART GRID ANALYTICS MARKET, BY DEPLOYMENT MODEL 37
5.2.4 SMART GRID ANALYTICS MARKET, BY ORGANIZATION SIZE 37
5.2.5 SMART GRID ANALYTICS MARKET, BY REGION 38
5.3 MARKET DYNAMICS 38
5.3.1 DRIVERS 39
5.3.1.1 Rise in big data 39
5.3.1.2 Limited non-renewable energy sources 39
5.3.1.3 Consumer engagement 40
5.3.2 RESTRAINTS 40
5.3.2.1 Data regulations and standards 40
5.3.2.2 Lack of skilled workforce 40
5.3.3 OPPORTUNITIES 41
5.3.3.1 Cloud-based solutions 41
5.3.3.2 Increasing demand for system integrators 41
5.3.3.3 Analytics for grid optimization 41
5.3.4 CHALLENGES 42
5.3.4.1 Data privacy issues 42
5.3.4.2 Value over volume 42

6 INDUSTRY TRENDS 43

6.1 VALUE CHAIN 43
6.2 ECOSYSTEM 43
6.3 PORTER'S FIVE FORCES ANALYSIS 45
6.3.1 THREAT OF NEW ENTRANTS 45
6.3.2 THREAT OF SUBSTITUTES 45
6.3.3 BARGAINING POWER OF SUPPLIERS 46
6.3.4 BARGAINING POWER OF BUYERS 46
6.3.5 INTENSITY OF RIVALRY 46
6.4 STRATEGIC BENCHMARKING 47

7 SMART GRID ANALYTICS MARKET, BY SOLUTION 48

7.1 INTRODUCTION 49
7.2 AMI ANALYTICS 50
7.3 DEMAND RESPONSE ANALYTICS 52
7.4 ASSET MANAGEMENT 53
7.5 GRID OPTIMIZATION 55
7.6 ENERGY DATA FORECASTING/LOAD FORECASTING 56
7.7 VISUALIZATION TOOLS 58

8 SMART GRID ANALYTICS MARKET, BY SERVICE 60

8.1 INTRODUCTION 61
8.2 PROFESSIONAL SERVICES 62
8.3 SUPPORT AND MAINTENANCE SERVICES 63

9 SMART GRID ANALYTICS MARKET, BY DEPLOYMENT MODEL 64

9.1 INTRODUCTION 65
9.2 ON-PREMISES DEPLOYMENT 66
9.3 ON-DEMAND/CLOUD-BASED DEPLOYMENT 67

10 SMART GRID ANALYTICS MARKET, BY ORGANIZATION SIZE 69

10.1 INTRODUCTION 70
10.2 SMALL AND MEDIUM BUSINESSES (SMBS) 71
10.3 LARGE ENTERPRISES 72

11 SMART GRID ANALYTICS MARKET, BY REGION 74

11.1 INTRODUCTION 75
11.2 NORTH AMERICA (NA) 77
11.3 EUROPE 80
11.4 ASIA-PACIFIC (APAC) 82
11.5 MIDDLE EAST AND AFRICA (MEA) 84
11.6 LATIN AMERICA (LA) 86

12 COMPETITIVE LANDSCAPE 89

12.1 OVERVIEW 89
12.2 COMPETITIVE SITUATION AND TRENDS 90
12.3 MERGERS AND ACQUISITIONS 91
12.4 VENTURE FUNDING 92

13 COMPANY PROFILES 94 (Business Overview, Products & Services, Key Insights, Recent Developments, SWOT Analysis, MnM View)*

13.1 INTRODUCTION 94
13.2 ACCENTURE 95
13.3 CAPGEMINI S.A. 98
13.4 EMC CORPORATION 100
13.5 HEWLETT-PACKARD COMPANY 102
13.6 IBM CORPORATION 104
13.7 OPOWER 107
13.8 ORACLE CORPORATION 109
13.9 SAP AG 111
13.10 SAS INSTITUTE, INC. 113
13.11 SIEMENS AG 115
*Details on Business Overview, Products & Services, Key Insights, Recent Developments, SWOT Analysis, MnM View might not be captured in case of unlisted companies.

14 APPENDIX 117

14.1 INSIGHTS OF INDUSTRY EXPERTS 117
14.2 DISCUSSION GUIDE 118
14.3 INTRODUCING RT: REAL-TIME MARKET INTELLIGENCE 121
14.4 RELATED REPORTS 122

LIST OF TABLES

TABLE 1 GLOBAL SMART GRID ANALYTICS MARKET: ASSUMPTIONS 24
TABLE 2 SMART GRID ANALYTICS MARKET SIZE, BY TYPE, 2012-2019 ($MILLION) 25
TABLE 3 GLOBAL SMART GRID ANALYTICS MARKET SIZE AND GROWTH,
2012-2019 ($MILLION, Y-O-Y %) 28
TABLE 4 BIG DATA RISE IN UTILITY INDUSTRY DRIVING THE MARKET GROWTH 40
TABLE 5 REGION-SPECIFIC REGULATIONS AND STANDARDS ARE A SOURCE OF RESTRAINT IN THIS MARKET 41
TABLE 6 RISING DEMAND FOR IT SYSTEM INTEGRATORS IN THE UTILITY INDUSTRY IS AN ATTRACTIVE OPPORTUNITY IN THIS MARKET 42
TABLE 7 INCREASING NUMBER OF START-UP COMPANIES SERVING IN THIS MARKET IS A CHALLENGE FOR THE EXISTING PLAYERS 42
TABLE 8 SMART GRID ANALYTICS MARKET SIZE, BY SOLUTION, 2012-2019 ($MILLION) 49
TABLE 9 AMI ANALYTICS: SMART GRID ANALYTICS MARKET SIZE, BY REGION,
2012-2019 ($MILLION) 50
TABLE 10 AMI ANALYTICS: SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2012-2019 ($MILLION) 51
TABLE 11 AMI ANALYTICS: SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2012-2019 ($MILLION) 51
TABLE 12 DEMAND RESPONSE ANALYTICS: SMART GRID ANALYTICS MARKET SIZE,
BY REGION, 2012-2019 ($MILLION) 52
TABLE 13 DEMAND RESPONSE ANALYTICS: SMART GRID ANALYTICS MARKET SIZE,
BY ORGANIZATION SIZE, 2012-2019 ($MILLION) 52
TABLE 14 DEMAND RESPONSE ANALYTICS: SMART GRID ANALYTICS MARKET SIZE,
BY DEPLOYMENT MODEL, 2012-2019 ($MILLION) 53
TABLE 15 ASSET MANAGEMENT: SMART GRID ANALYTICS MARKET SIZE, BY REGION,
2012-2019 ($MILLION) 53
TABLE 16 ASSET MANAGEMENT: SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2012-2019 ($MILLION) 54
TABLE 17 ASSET MANAGEMENT: SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2012-2019 ($MILLION) 54
TABLE 18 GRID OPTIMIZATION: SMART GRID ANALYTICS MARKET SIZE, BY REGION,
2012-2019 ($MILLION) 55
TABLE 19 GRID OPTIMIZATION: SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2012-2019 ($MILLION) 55
TABLE 20 GRID OPTIMIZATION: SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2012-2019 ($MILLION) 56
TABLE 21 ENERGY DATA FORECASTING: SMART GRID ANALYTICS MARKET SIZE, BY REGION, 2012-2019 ($MILLION) 56
TABLE 22 ENERGY DATA FORECASTING: SMART GRID ANALYTICS MARKET SIZE,
BY ORGANIZATION SIZE, 2012-2019 ($MILLION) 57
TABLE 23 ENERGY DATA FORECASTING: SMART GRID ANALYTICS MARKET SIZE,
BY DEPLOYMENT MODEL, 2012-2019 ($MILLION) 57
TABLE 24 VISUALIZATION TOOLS: SMART GRID ANALYTICS MARKET SIZE, BY REGION,
2012-2019 ($MILLION) 58
TABLE 25 VISUALIZATION TOOLS: SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2012-2019 ($MILLION) 58
TABLE 26 VISUALIZATION TOOLS: SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2012-2019 ($MILLION) 59
TABLE 27 SMART GRID ANALYTICS MARKET SIZE, BY SERVICE, 2012-2019 ($MILLION) 61
TABLE 28 PROFESSIONAL SERVICES: SMART GRID ANALYTICS MARKET SIZE, BY REGION, 2012-2019 ($MILLION) 62
TABLE 29 SUPPORT AND MAINTENANCE SERVICES: SMART GRID ANALYTICS MARKET SIZE, BY REGION, 2012-2019 ($MILLION) 63
TABLE 30 SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL,
2012-2019 ($MILLION) 65
TABLE 31 ON-PREMISES DEPLOYMENT MODEL: SMART GRID ANALYTICS MARKET SIZE,
BY REGION, 2012-2019 ($MILLION) 66
TABLE 32 ON-PREMISES DEPLOYMENT MODEL: SMART GRID ANALYTICS MARKET SIZE,
BY TYPE, 2012-2019 ($MILLION) 67
TABLE 33 CLOUD DEPLOYMENT: SMART GRID ANALYTICS MARKET SIZE, BY REGION,
2012-2019 ($MILLION) 67
TABLE 34 CLOUD DEPLOYMENT: SMART GRID ANALYTICS MARKET SIZE, BY TYPE,
2012-2019 ($MILLION) 68
TABLE 35 SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,
2012-2019 ($MILLION) 70
TABLE 36 SMBS: SMART GRID ANALYTICS MARKET SIZE, BY REGION, 2012-2019 ($MILLION) 71
TABLE 37 SMBS: SMART GRID ANALYTICS MARKET SIZE, BY TYPE, 2012-2019 ($MILLION) 72
TABLE 38 LARGE ENTERPRISES: SMART GRID ANALYTICS MARKET SIZE, BY REGION,
2012-2019 ($MILLION) 72
TABLE 39 LARGE ENTERPRISES: SMART GRID ANALYTICS MARKET SIZE, BY TYPE,
2012-2019 ($MILLION) 73
TABLE 40 SMART GRID ANALYTICS MARKET SIZE, BY REGION, 2012-2019 ($MILLION) 75
TABLE 41 NA: SMART GRID ANALYTICS MARKET SIZE, BY TYPE, 2012-2019 ($MILLION) 77
TABLE 42 NA: SMART GRID ANALYTICS MARKET SIZE, BY SOLUTION, 2012-2019 ($MILLION) 78
TABLE 43 NA: SMART GRID ANALYTICS MARKET SIZE, BY SERVICE, 2012-2019 ($MILLION) 78
TABLE 44 NA: SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,
2012-2019 ($MILLION) 78
TABLE 45 NA: SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL,
2012-2019 ($MILLION) 79
TABLE 46 EUROPE: SMART GRID ANALYTICS MARKET SIZE, BY TYPE, 2012-2019 ($MILLION) 80
TABLE 47 EUROPE: SMART GRID ANALYTICS MARKET SIZE, BY SOLUTION,
2012-2019 ($MILLION) 80
TABLE 48 EUROPE: SMART GRID ANALYTICS MARKET SIZE, BY SERVICE,
2012-2019 ($MILLION) 81
TABLE 49 EUROPE: SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,
2012-2019 ($MILLION) 81
TABLE 50 EUROPE: SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL,
2012-2019 ($MILLION) 81
TABLE 51 APAC: SMART GRID ANALYTICS MARKET SIZE, BY TYPE, 2012-2019 ($MILLION) 82
TABLE 52 APAC: SMART GRID ANALYTICS MARKET SIZE, BY SOLUTION,
2012-2019 ($MILLION) 82
TABLE 53 APAC: SMART GRID ANALYTICS MARKET SIZE, BY SERVICE, 2012-2019 ($MILLION) 83
TABLE 54 APAC: SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,
2012-2019 ($MILLION) 83
TABLE 55 APAC: SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL,
2012-2019 ($MILLION) 83
TABLE 56 MEA: SMART GRID ANALYTICS MARKET SIZE, BY TYPE, 2012-2019 ($MILLION) 84
TABLE 57 MEA: SMART GRID ANALYTICS MARKET SIZE, BY SOLUTION,
2012-2019 ($MILLION) 84
TABLE 58 MEA: SMART GRID ANALYTICS MARKET SIZE, BY SERVICE, 2012-2019 ($MILLION) 85
TABLE 59 MEA: SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,
2012-2019 ($MILLION) 85
TABLE 60 MEA: SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL,
2012-2019 ($MILLION) 85
TABLE 61 LA: SMART GRID ANALYTICS MARKET SIZE, BY TYPE, 2012-2019 ($MILLION) 86
TABLE 62 LA: SMART GRID ANALYTICS MARKET SIZE, BY SOLUTION, 2012-2019 ($MILLION) 87
TABLE 63 LA: SMART GRID ANALYTICS MARKET SIZE, BY SERVICE, 2012-2019 ($MILLION) 87
TABLE 64 LA: SMART GRID ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,
2012-2019 ($MILLION) 88
TABLE 65 LA: SMART GRID ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL,
2012-2019 ($MILLION) 88
TABLE 66 MERGERS, PARTNERSHIPS AND ACQUISITIONS, (2010-2014) 91
TABLE 67 VENTURE CAPITAL FUNDING, 2012-2014 92

LIST OF FIGURES

FIGURE 1 RESEARCH DESIGN 18
FIGURE 2 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH 22
FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 22
FIGURE 4 THE EVOLUTION OF ANALYTICS 26
FIGURE 5 NA HOLDS THE HIGHEST MARKET SHARE FOR 2014 27
FIGURE 6 TOP THREE SEGMENTS FOR SMART GRID ANALYTICS MARKET 2014-2019 27
FIGURE 7 GROWTH TREND OF SMART GRID ANALYTICS MARKET (2014-2019) 29
FIGURE 8 GEOGRAPHIC LIFECYCLE ANALYSIS (2014): APAC SOON TO ENTER EXPONENTIAL GROWTH PHASE DURING THE FORECAST PERIOD 31
FIGURE 9 MARKET INVESTMENT SCENARIO: MEA AND APAC RISE AS THE BEST OPPORTUNITY MARKETS FOR INVESTMENT IN THE NEXT FIVE YEARS 32
FIGURE 10 GROWTH RATE OF SMBS WILL BE HIGHER THAN THAT IN LARGE ENTERPRISES ACROSS THE FIVE REGIONS 32
FIGURE 11 NEW REVENUE POCKET FOR MARKET PLAYERS 33
FIGURE 12 NA COMMANDS OVER 39.2% OF THE MARKET SHARE IN 2014 34
FIGURE 13 MARKET SEGMENTATION: BY SOLUTION 36
FIGURE 14 MARKET SEGMENTATION: BY SERVICE 36
FIGURE 15 MARKET SEGMENTATION: BY DEPLOYMENT MODEL 37
FIGURE 16 MARKET SEGMENTATION: BY ORGANIZATION SIZE 37
FIGURE 17 MARKET SEGMENTATION: BY REGION 38
FIGURE 18 INCREASING BIG DATA IN THE UTILITY INDUSTRY IS THE KEY DRIVER IN THE SMART GRID ANALYTICS MARKET 39
FIGURE 19 SMART GRID ANALYTICS: VALUE CHAIN ANALYSIS 43
FIGURE 20 SMART GRID ANALYTICS ECOSYSTEM 44
FIGURE 21 SMART GRID ANALYTICS: PORTER'S FIVE FORCES ANALYSIS 45
FIGURE 22 STRATEGIC BENCHMARKING: SMART GRID ANALYTICS 47
FIGURE 23 HIGH REQUIREMENT FOR DEMAND RESPONSE ANALYTICS AND ENERGY DATA FORECASTING SOLUTIONS IS PUSHING THE GROWTH OF SMART GRID ANALYTICS 50
FIGURE 24 PROFESSIONAL SERVICES LEAD THE SMART GRID ANALYTICS SERVICES MARKET 61
FIGURE 25 ON-DEMAND DEPLOYMENT MODEL TO THRIVE WITH A CAGR OF 38.5% 66
FIGURE 26 SMBS IN THE SMART GRID ANALYTICS MARKET ARE GROWING WITH A HIGH CAGR OF 33.1% 71
FIGURE 27 MEA IS GROWING WITH THE HIGHEST CAGR OF 34.9% IN THE OVERALL SMART GRID ANALYTICS MARKET 76
FIGURE 28 APAC, LA AND MEA ARE FORECASTED TO BE THE ATTRACTIVE INVESTMENT POCKETS FOR THE MARKET PLAYERS 76
FIGURE 29 REGIONAL SNAPSHOT - MEA IS EMERGING AS A HOT POCKET 77
FIGURE 30 NA MARKET SNAPSHOT - COMPARATIVELY QUICKER DEPLOYMENT OF SMART GRID ANALYTICS SOLUTIONS ATTRIBUTES TO THE HIGHEST MARKET SHARE OF NA 79
FIGURE 31 MEA MARKET SNAPSHOT - LESSER PENETRATION OF SMART GRID ANALYTICS SOLUTIONS ATTRIBUTES TO THE HIGHEST GROWTH RATE OF MEA 86
FIGURE 32 COMPANIES ADOPTED INORGANIC GROWTH STRATEGIES SUCH AS ACQUISITIONS AND AGREEMENTS (2012-2014) 89
FIGURE 33 MARKET EVALUATION FRAMEWORK 90
FIGURE 34 BATTLE FOR MARKET SHARE 91
FIGURE 35 REGIONAL COMPETITIVE ANALYSIS OF TOP PLAYERS: HIGHER PENETRATION IN THE AMERICAS AND EMEA THAN IN APAC 94
FIGURE 36 ACCENTURE: BUSINESS OVERVIEW 95
FIGURE 37 ACCENTURE : SWOT ANALYSIS 96
FIGURE 38 CAPGEMINI: BUSINESS OVERVIEW 98
FIGURE 39 EMC CORPORATION: BUSINESS OVERVIEW 100
FIGURE 40 HEWLETT-PACKARD(HP): BUSINESS OVERVIEW 102
FIGURE 41 IBM CORPORATION: BUSINESS OVERVIEW 104
FIGURE 42 IBM CORPORATION: SWOT ANALYSIS 105
FIGURE 43 ORACLE CORPORATION: BUSINESS OVERVIEW 109
FIGURE 44 SAP AG: BUSINESS OVERVIEW 111
FIGURE 45 SAP AG: SWOT ANALYSIS 112
FIGURE 46 SAS INSTITUTE, INC.: BUSINESS OVERVIEW 113
FIGURE 47 SIEMENS AG: BUSINESS OVERVIEW 115

Methodology

Our market research methodology is designed to provide the clients with comprehensive and accurate information on various industries and markets. It includes data collection, primary interviews, macro-economic factor analysis, country-level data analysis etc.

The data is gathered from a wide range of sources, including industry reports, government statistics, and company financials. This data is then analyzed and cross-referenced to ensure its accuracy and reliability. Next, primary interviews are conducted with industry experts and key stakeholders to gather their insights and perspectives on the market. This information is then combined with the data collected to provide a complete picture of the market. Macro-economic factor analysis is also carried out to understand the impact of external factors on the market. Finally, country-level data analysis is performed to understand the market dynamics in specific regions and countries.

Reportlinker's market research methodology is designed to provide clients with a clear understanding of the market, its trends, and its future potential.