Global Smart Grid Analytics Industry 2015 Market Research Report
2015 Global Smart Grid Analytics Industry Report is a professional and in-depth research report on the world's major regional market conditions of the Smart Grid Analytics industry, focusing on the main regions (North America, Europe and Asia) and the main countries (United States, Germany, Japan and China).
The report firstly introduced the Smart Grid Analytics basics: definitions, classifications, applications and industry chain overview; industry policies and plans; product specifications; manufacturing processes; cost structures and so on. Then it analyzed the world's main region market conditions, including the product price, profit, capacity, production, capacity utilization, supply, demand and industry growth rate etc. In the end, the report introduced new project SWOT analysis, investment feasibility analysis, and investment return analysis.
The report includes six parts, dealing with: 1.) basic information; 2.) the Asia Smart Grid Analytics industry; 3.) the North American Smart Grid Analytics industry; 4.) the European Smart Grid Analytics industry; 5.) market entry and investment feasibility; and 6.) the report conclusion.
The report firstly introduced the Smart Grid Analytics basics: definitions, classifications, applications and industry chain overview; industry policies and plans; product specifications; manufacturing processes; cost structures and so on. Then it analyzed the world's main region market conditions, including the product price, profit, capacity, production, capacity utilization, supply, demand and industry growth rate etc. In the end, the report introduced new project SWOT analysis, investment feasibility analysis, and investment return analysis.
The report includes six parts, dealing with: 1.) basic information; 2.) the Asia Smart Grid Analytics industry; 3.) the North American Smart Grid Analytics industry; 4.) the European Smart Grid Analytics industry; 5.) market entry and investment feasibility; and 6.) the report conclusion.
PART I SMART GRID ANALYTICS INDUSTRY OVERVIEW
CHAPTER ONE SMART GRID ANALYTICS INDUSTRY OVERVIEW
1.1 Smart Grid Analytics Definitiona
1.2 Smart Grid Analytics Classification Analysis
1.2.1 Smart Grid Analytics Main Classification Analysis
1.2.2 Smart Grid Analytics Main Classification Share Analysis
1.3 Smart Grid Analytics Application Analysis
1.3.1 Smart Grid Analytics Main Application Analysis
1.3.2 Smart Grid Analytics Main Application Share Analysis
1.4 Smart Grid Analytics Industry Chain Structure Analysis
1.5 Smart Grid Analytics Industry Development Overview
1.5.1 Smart Grid Analytics Product History Development Overview
1.5.1 Smart Grid Analytics Product Market Development Overview
1.6 Smart Grid Analytics Global Market Comparison Analysis
1.6.1 Smart Grid Analytics Global Import Market Analysis
1.6.2 Smart Grid Analytics Global Export Market Analysis
1.6.3 Smart Grid Analytics Global Main Region Market Analysis
1.6.4 Smart Grid Analytics Global Market Comparison Analysis
1.6.5 Smart Grid Analytics Global Market Development Trend Analysis
CHAPTER TWO SMART GRID ANALYTICS UP AND DOWN STREAM INDUSTRY ANALYSIS
2.1 Upstream Raw Materials Analysis
2.1.1 Upstream Raw Materials Price Analysis
2.1.2 Upstream Raw Materials Market Analysis
2.1.3 Upstream Raw Materials Market Trend
2.2 Down Stream Market Analysis
2.1.1 Down Stream Market Analysis
2.2.2 Down Stream Demand Analysis
2.2.3 Down Stream Market Trend Analysis
PART II ASIA SMART GRID ANALYTICS INDUSTRY (THE REPORT COMPANY INCLUDING THE BELOW LISTED BUT NOT ALL)
CHAPTER THREE ASIA SMART GRID ANALYTICS MARKET ANALYSIS
3.1 Asia Smart Grid Analytics Product Development History
3.2 Asia Smart Grid Analytics Process Development History
3.3 Asia Smart Grid Analytics Industry Policy and Plan Analysis
3.4 Asia Smart Grid Analytics Competitive Landscape Analysis
3.5 Asia Smart Grid Analytics Market Development Trend
CHAPTER FOUR 2010-2015 ASIA SMART GRID ANALYTICS PRODUCTIONS SUPPLY SALES DEMAND MARKET STATUS AND FORECAST
4.1 2010-2015 Smart Grid Analytics Capacity Production Overview
4.2 2010-2015 Smart Grid Analytics Production Market Share Analysis
4.3 2010-2015 Smart Grid Analytics Demand Overview
4.4 2010-2015 Smart Grid Analytics Supply Demand and Shortage
4.5 2010-2015 Smart Grid Analytics Import Export Consumption
4.6 2010-2015 Smart Grid Analytics Cost Price Production Value Gross Margin
CHAPTER FIVE ASIA SMART GRID ANALYTICS KEY MANUFACTURERS ANALYSIS
5.1 Company A
5.1.1 Company Profile
5.1.2 Product Picture and Specification
5.1.3 Product Application Analysis
5.1.4 Capacity Production Price Cost Production Value
5.1.5 Contact Information
5.2 Company B
5.2.1 Company Profile
5.2.2 Product Picture and Specification
5.2.3 Product Application Analysis
5.2.4 Capacity Production Price Cost Production Value
5.2.5 Contact Information
5.3 Company C
5.3.1 Company Profile
5.3.2 Product Picture and Specification
5.3.3 Product Application Analysis
5.3.4 Capacity Production Price Cost Production Value
5.3.5 Contact Information
5.4 Company D
5.4.1 Company Profile
5.4.2 Product Picture and Specification
5.4.3 Product Application Analysis
5.4.4 Capacity Production Price Cost Production Value
5.4.5 Contact Information
CHAPTER SIX ASIA SMART GRID ANALYTICS INDUSTRY DEVELOPMENT TREND
6.1 2015-2019 Smart Grid Analytics Capacity Production Overview
6.2 2015-2019 Smart Grid Analytics Production Market Share Analysis
6.3 2015-2019 Smart Grid Analytics Demand Overview
6.4 2015-2019 Smart Grid Analytics Supply Demand and Shortage
6.5 2015-2019 Smart Grid Analytics Import Export Consumption
6.6 2015-2019 Smart Grid Analytics Cost Price Production Value Gross Margin
PART III NORTH AMERICAN SMART GRID ANALYTICS INDUSTRY (THE REPORT COMPANY INCLUDING THE BELOW LISTED BUT NOT ALL)
CHAPTER SEVEN NORTH AMERICAN SMART GRID ANALYTICS MARKET ANALYSIS
7.1 North American Smart Grid Analytics Product Development History
7.2 North American Smart Grid Analytics Process Development History
7.3 North American Smart Grid Analytics Competitive Landscape Analysis
7.4 North American Smart Grid Analytics Market Development Trend
CHAPTER EIGHT 2010-2015 NORTH AMERICAN SMART GRID ANALYTICS PRODUCTIONS SUPPLY SALES DEMAND MARKET STATUS AND FORECAST
8.1 2010-2015 Smart Grid Analytics Capacity Production Overview
8.2 2010-2015 Smart Grid Analytics Production Market Share Analysis
8.3 2010-2015 Smart Grid Analytics Demand Overview
8.4 2010-2015 Smart Grid Analytics Supply Demand and Shortage
8.5 2010-2015 Smart Grid Analytics Import Export Consumption
8.6 2010-2015 Smart Grid Analytics Cost Price Production Value Gross Margin
CHAPTER NINE NORTH AMERICAN SMART GRID ANALYTICS KEY MANUFACTURERS ANALYSIS
9.1 Company A
9.1.1 Company Profile
9.1.2 Product Picture and Specification
9.1.3 Product Application Analysis
9.1.4 Capacity Production Price Cost Production Value
9.1.5 Contact Information
9.2 Company B
9.2.1 Company Profile
9.2.2 Product Picture and Specification
9.2.3 Product Application Analysis
9.2.4 Capacity Production Price Cost Production Value
9.2.5 Contact Information
CHAPTER TEN NORTH AMERICAN SMART GRID ANALYTICS INDUSTRY DEVELOPMENT TREND
10.1 2015-2019 Smart Grid Analytics Capacity Production Overview
10.2 2015-2019 Smart Grid Analytics Production Market Share Analysis
10.3 2015-2019 Smart Grid Analytics Demand Overview
10.4 2015-2019 Smart Grid Analytics Supply Demand and Shortage
10.5 2015-2019 Smart Grid Analytics Import Export Consumption
10.6 2015-2019 Smart Grid Analytics Cost Price Production Value Gross Margin
PART IV EUROPE SMART GRID ANALYTICS INDUSTRY ANALYSIS (THE REPORT COMPANY INCLUDING THE BELOW LISTED BUT NOT ALL)
CHAPTER ELEVEN EUROPE SMART GRID ANALYTICS MARKET ANALYSIS
11.1 Europe Smart Grid Analytics Product Development History
11.2 Europe Smart Grid Analytics Process Development History
11.3 Europe Smart Grid Analytics Industry Policy and Plan Analysis
11.4 Europe Smart Grid Analytics Competitive Landscape Analysis
11.5 Europe Smart Grid Analytics Market Development Trend
CHAPTER TWELVE 2010-2015 EUROPE SMART GRID ANALYTICS PRODUCTIONS SUPPLY SALES DEMAND MARKET STATUS AND FORECAST
12.1 2010-2015 Smart Grid Analytics Capacity Production Overview
12.2 2010-2015 Smart Grid Analytics Production Market Share Analysis
12.3 2010-2015 Smart Grid Analytics Demand Overview
12.4 2010-2015 Smart Grid Analytics Supply Demand and Shortage
12.5 2010-2015 Smart Grid Analytics Import Export Consumption
12.6 2010-2015 Smart Grid Analytics Cost Price Production Value Gross Margin
CHAPTER THIRTEEN EUROPE SMART GRID ANALYTICS KEY MANUFACTURERS ANALYSIS
13.1 Company A
13.1.1 Company Profile
13.1.2 Product Picture and Specification
13.1.3 Product Application Analysis
13.1.4 Capacity Production Price Cost Production Value
13.1.5 Contact Information
13.2 Company B
13.2.1 Company Profile
13.2.2 Product Picture and Specification
13.2.3 Product Application Analysis
13.2.4 Capacity Production Price Cost Production Value
13.2.5 Contact Information
CHAPTER FOURTEEN EUROPE SMART GRID ANALYTICS INDUSTRY DEVELOPMENT TREND
14.1 2015-2019 Smart Grid Analytics Capacity Production Overview
14.2 2015-2019 Smart Grid Analytics Production Market Share Analysis
14.3 2015-2019 Smart Grid Analytics Demand Overview
14.4 2015-2019 Smart Grid Analytics Supply Demand and Shortage
14.5 2015-2019 Smart Grid Analytics Import Export Consumption
14.6 2015-2019 Smart Grid Analytics Cost Price Production Value Gross Margin
PART V SMART GRID ANALYTICS MARKETING CHANNELS AND INVESTMENT FEASIBILITY
CHAPTER FIFTEEN SMART GRID ANALYTICS MARKETING CHANNELS DEVELOPMENT PROPOSALS ANALYSIS
15.1 Smart Grid Analytics Marketing Channels Status
15.2 Smart Grid Analytics Marketing Channels Characteristic
15.3 Smart Grid Analytics Marketing Channels Development Trend
15.2 New Firms Enter Market Strategy
15.3 New Project Investment Proposals
CHAPTER SIXTEEN DEVELOPMENT ENVIRONMENTAL ANALYSIS
16.1 China Macroeconomic Environment Analysis
16.2 European Economic Environmental Analysis
16.3 United States Economic Environmental Analysis
16.4 Japan Economic Environmental Analysis
16.5 Global Economic Environmental Analysis
CHAPTER SEVENTEEN SMART GRID ANALYTICS NEW PROJECT INVESTMENT FEASIBILITY ANALYSIS
17.1 Smart Grid Analytics Market Analysis
17.2 Smart Grid Analytics Project SWOT Analysis
17.3 Smart Grid Analytics New Project Investment Feasibility Analysis
PART VI GLOBAL SMART GRID ANALYTICS INDUSTRY CONCLUSIONS
CHAPTER EIGHTEEN 2010-2015 GLOBAL SMART GRID ANALYTICS PRODUCTIONS SUPPLY SALES DEMAND MARKET STATUS AND FORECAST
18.1 2010-2015 Smart Grid Analytics Capacity Production Overview
18.2 2010-2015 Smart Grid Analytics Production Market Share Analysis
18.3 2010-2015 Smart Grid Analytics Demand Overview
18.4 2010-2015 Smart Grid Analytics Supply Demand and Shortage
18.5 2010-2015 Smart Grid Analytics Import Export Consumption
18.6 2010-2015 Smart Grid Analytics Cost Price Production Value Gross Margin
CHAPTER NINETEEN GLOBAL SMART GRID ANALYTICS INDUSTRY DEVELOPMENT TREND
19.1 2015-2019 Smart Grid Analytics Capacity Production Overview
19.2 2015-2019 Smart Grid Analytics Production Market Share Analysis
19.3 2015-2019 Smart Grid Analytics Demand Overview
19.4 2015-2019 Smart Grid Analytics Supply Demand and Shortage
19.5 2015-2019 Smart Grid Analytics Import Export Consumption
19.6 2015-2019 Smart Grid Analytics Cost Price Production Value Gross Margin
CHAPTER TWENTY GLOBAL SMART GRID ANALYTICS INDUSTRY RESEARCH CONCLUSIONS
CHAPTER ONE SMART GRID ANALYTICS INDUSTRY OVERVIEW
1.1 Smart Grid Analytics Definitiona
1.2 Smart Grid Analytics Classification Analysis
1.2.1 Smart Grid Analytics Main Classification Analysis
1.2.2 Smart Grid Analytics Main Classification Share Analysis
1.3 Smart Grid Analytics Application Analysis
1.3.1 Smart Grid Analytics Main Application Analysis
1.3.2 Smart Grid Analytics Main Application Share Analysis
1.4 Smart Grid Analytics Industry Chain Structure Analysis
1.5 Smart Grid Analytics Industry Development Overview
1.5.1 Smart Grid Analytics Product History Development Overview
1.5.1 Smart Grid Analytics Product Market Development Overview
1.6 Smart Grid Analytics Global Market Comparison Analysis
1.6.1 Smart Grid Analytics Global Import Market Analysis
1.6.2 Smart Grid Analytics Global Export Market Analysis
1.6.3 Smart Grid Analytics Global Main Region Market Analysis
1.6.4 Smart Grid Analytics Global Market Comparison Analysis
1.6.5 Smart Grid Analytics Global Market Development Trend Analysis
CHAPTER TWO SMART GRID ANALYTICS UP AND DOWN STREAM INDUSTRY ANALYSIS
2.1 Upstream Raw Materials Analysis
2.1.1 Upstream Raw Materials Price Analysis
2.1.2 Upstream Raw Materials Market Analysis
2.1.3 Upstream Raw Materials Market Trend
2.2 Down Stream Market Analysis
2.1.1 Down Stream Market Analysis
2.2.2 Down Stream Demand Analysis
2.2.3 Down Stream Market Trend Analysis
PART II ASIA SMART GRID ANALYTICS INDUSTRY (THE REPORT COMPANY INCLUDING THE BELOW LISTED BUT NOT ALL)
CHAPTER THREE ASIA SMART GRID ANALYTICS MARKET ANALYSIS
3.1 Asia Smart Grid Analytics Product Development History
3.2 Asia Smart Grid Analytics Process Development History
3.3 Asia Smart Grid Analytics Industry Policy and Plan Analysis
3.4 Asia Smart Grid Analytics Competitive Landscape Analysis
3.5 Asia Smart Grid Analytics Market Development Trend
CHAPTER FOUR 2010-2015 ASIA SMART GRID ANALYTICS PRODUCTIONS SUPPLY SALES DEMAND MARKET STATUS AND FORECAST
4.1 2010-2015 Smart Grid Analytics Capacity Production Overview
4.2 2010-2015 Smart Grid Analytics Production Market Share Analysis
4.3 2010-2015 Smart Grid Analytics Demand Overview
4.4 2010-2015 Smart Grid Analytics Supply Demand and Shortage
4.5 2010-2015 Smart Grid Analytics Import Export Consumption
4.6 2010-2015 Smart Grid Analytics Cost Price Production Value Gross Margin
CHAPTER FIVE ASIA SMART GRID ANALYTICS KEY MANUFACTURERS ANALYSIS
5.1 Company A
5.1.1 Company Profile
5.1.2 Product Picture and Specification
5.1.3 Product Application Analysis
5.1.4 Capacity Production Price Cost Production Value
5.1.5 Contact Information
5.2 Company B
5.2.1 Company Profile
5.2.2 Product Picture and Specification
5.2.3 Product Application Analysis
5.2.4 Capacity Production Price Cost Production Value
5.2.5 Contact Information
5.3 Company C
5.3.1 Company Profile
5.3.2 Product Picture and Specification
5.3.3 Product Application Analysis
5.3.4 Capacity Production Price Cost Production Value
5.3.5 Contact Information
5.4 Company D
5.4.1 Company Profile
5.4.2 Product Picture and Specification
5.4.3 Product Application Analysis
5.4.4 Capacity Production Price Cost Production Value
5.4.5 Contact Information
CHAPTER SIX ASIA SMART GRID ANALYTICS INDUSTRY DEVELOPMENT TREND
6.1 2015-2019 Smart Grid Analytics Capacity Production Overview
6.2 2015-2019 Smart Grid Analytics Production Market Share Analysis
6.3 2015-2019 Smart Grid Analytics Demand Overview
6.4 2015-2019 Smart Grid Analytics Supply Demand and Shortage
6.5 2015-2019 Smart Grid Analytics Import Export Consumption
6.6 2015-2019 Smart Grid Analytics Cost Price Production Value Gross Margin
PART III NORTH AMERICAN SMART GRID ANALYTICS INDUSTRY (THE REPORT COMPANY INCLUDING THE BELOW LISTED BUT NOT ALL)
CHAPTER SEVEN NORTH AMERICAN SMART GRID ANALYTICS MARKET ANALYSIS
7.1 North American Smart Grid Analytics Product Development History
7.2 North American Smart Grid Analytics Process Development History
7.3 North American Smart Grid Analytics Competitive Landscape Analysis
7.4 North American Smart Grid Analytics Market Development Trend
CHAPTER EIGHT 2010-2015 NORTH AMERICAN SMART GRID ANALYTICS PRODUCTIONS SUPPLY SALES DEMAND MARKET STATUS AND FORECAST
8.1 2010-2015 Smart Grid Analytics Capacity Production Overview
8.2 2010-2015 Smart Grid Analytics Production Market Share Analysis
8.3 2010-2015 Smart Grid Analytics Demand Overview
8.4 2010-2015 Smart Grid Analytics Supply Demand and Shortage
8.5 2010-2015 Smart Grid Analytics Import Export Consumption
8.6 2010-2015 Smart Grid Analytics Cost Price Production Value Gross Margin
CHAPTER NINE NORTH AMERICAN SMART GRID ANALYTICS KEY MANUFACTURERS ANALYSIS
9.1 Company A
9.1.1 Company Profile
9.1.2 Product Picture and Specification
9.1.3 Product Application Analysis
9.1.4 Capacity Production Price Cost Production Value
9.1.5 Contact Information
9.2 Company B
9.2.1 Company Profile
9.2.2 Product Picture and Specification
9.2.3 Product Application Analysis
9.2.4 Capacity Production Price Cost Production Value
9.2.5 Contact Information
CHAPTER TEN NORTH AMERICAN SMART GRID ANALYTICS INDUSTRY DEVELOPMENT TREND
10.1 2015-2019 Smart Grid Analytics Capacity Production Overview
10.2 2015-2019 Smart Grid Analytics Production Market Share Analysis
10.3 2015-2019 Smart Grid Analytics Demand Overview
10.4 2015-2019 Smart Grid Analytics Supply Demand and Shortage
10.5 2015-2019 Smart Grid Analytics Import Export Consumption
10.6 2015-2019 Smart Grid Analytics Cost Price Production Value Gross Margin
PART IV EUROPE SMART GRID ANALYTICS INDUSTRY ANALYSIS (THE REPORT COMPANY INCLUDING THE BELOW LISTED BUT NOT ALL)
CHAPTER ELEVEN EUROPE SMART GRID ANALYTICS MARKET ANALYSIS
11.1 Europe Smart Grid Analytics Product Development History
11.2 Europe Smart Grid Analytics Process Development History
11.3 Europe Smart Grid Analytics Industry Policy and Plan Analysis
11.4 Europe Smart Grid Analytics Competitive Landscape Analysis
11.5 Europe Smart Grid Analytics Market Development Trend
CHAPTER TWELVE 2010-2015 EUROPE SMART GRID ANALYTICS PRODUCTIONS SUPPLY SALES DEMAND MARKET STATUS AND FORECAST
12.1 2010-2015 Smart Grid Analytics Capacity Production Overview
12.2 2010-2015 Smart Grid Analytics Production Market Share Analysis
12.3 2010-2015 Smart Grid Analytics Demand Overview
12.4 2010-2015 Smart Grid Analytics Supply Demand and Shortage
12.5 2010-2015 Smart Grid Analytics Import Export Consumption
12.6 2010-2015 Smart Grid Analytics Cost Price Production Value Gross Margin
CHAPTER THIRTEEN EUROPE SMART GRID ANALYTICS KEY MANUFACTURERS ANALYSIS
13.1 Company A
13.1.1 Company Profile
13.1.2 Product Picture and Specification
13.1.3 Product Application Analysis
13.1.4 Capacity Production Price Cost Production Value
13.1.5 Contact Information
13.2 Company B
13.2.1 Company Profile
13.2.2 Product Picture and Specification
13.2.3 Product Application Analysis
13.2.4 Capacity Production Price Cost Production Value
13.2.5 Contact Information
CHAPTER FOURTEEN EUROPE SMART GRID ANALYTICS INDUSTRY DEVELOPMENT TREND
14.1 2015-2019 Smart Grid Analytics Capacity Production Overview
14.2 2015-2019 Smart Grid Analytics Production Market Share Analysis
14.3 2015-2019 Smart Grid Analytics Demand Overview
14.4 2015-2019 Smart Grid Analytics Supply Demand and Shortage
14.5 2015-2019 Smart Grid Analytics Import Export Consumption
14.6 2015-2019 Smart Grid Analytics Cost Price Production Value Gross Margin
PART V SMART GRID ANALYTICS MARKETING CHANNELS AND INVESTMENT FEASIBILITY
CHAPTER FIFTEEN SMART GRID ANALYTICS MARKETING CHANNELS DEVELOPMENT PROPOSALS ANALYSIS
15.1 Smart Grid Analytics Marketing Channels Status
15.2 Smart Grid Analytics Marketing Channels Characteristic
15.3 Smart Grid Analytics Marketing Channels Development Trend
15.2 New Firms Enter Market Strategy
15.3 New Project Investment Proposals
CHAPTER SIXTEEN DEVELOPMENT ENVIRONMENTAL ANALYSIS
16.1 China Macroeconomic Environment Analysis
16.2 European Economic Environmental Analysis
16.3 United States Economic Environmental Analysis
16.4 Japan Economic Environmental Analysis
16.5 Global Economic Environmental Analysis
CHAPTER SEVENTEEN SMART GRID ANALYTICS NEW PROJECT INVESTMENT FEASIBILITY ANALYSIS
17.1 Smart Grid Analytics Market Analysis
17.2 Smart Grid Analytics Project SWOT Analysis
17.3 Smart Grid Analytics New Project Investment Feasibility Analysis
PART VI GLOBAL SMART GRID ANALYTICS INDUSTRY CONCLUSIONS
CHAPTER EIGHTEEN 2010-2015 GLOBAL SMART GRID ANALYTICS PRODUCTIONS SUPPLY SALES DEMAND MARKET STATUS AND FORECAST
18.1 2010-2015 Smart Grid Analytics Capacity Production Overview
18.2 2010-2015 Smart Grid Analytics Production Market Share Analysis
18.3 2010-2015 Smart Grid Analytics Demand Overview
18.4 2010-2015 Smart Grid Analytics Supply Demand and Shortage
18.5 2010-2015 Smart Grid Analytics Import Export Consumption
18.6 2010-2015 Smart Grid Analytics Cost Price Production Value Gross Margin
CHAPTER NINETEEN GLOBAL SMART GRID ANALYTICS INDUSTRY DEVELOPMENT TREND
19.1 2015-2019 Smart Grid Analytics Capacity Production Overview
19.2 2015-2019 Smart Grid Analytics Production Market Share Analysis
19.3 2015-2019 Smart Grid Analytics Demand Overview
19.4 2015-2019 Smart Grid Analytics Supply Demand and Shortage
19.5 2015-2019 Smart Grid Analytics Import Export Consumption
19.6 2015-2019 Smart Grid Analytics Cost Price Production Value Gross Margin
CHAPTER TWENTY GLOBAL SMART GRID ANALYTICS INDUSTRY RESEARCH CONCLUSIONS
