Dynamic Random Access Memory Market size is set to grow by USD 163.03 billion from 2022-2027; Growth of smart cities boosts the market- Technavio

NEW YORK, June 28, 2023 /PRNewswire/ — The dynamic random access memory( DRAM) market size is estimated to grow by USD 163.03 billion from 2022 to 2027, according to Technavio. The market is estimated to grow at a CAGR of 19.92%. APAC is estimated to account for 71% of the global market during the forecast period. Technavio’s analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period. In APAC, the DRAM market is anticipated to register one of the most rapid growth rates during the forecast period. In APAC, China is a significant revenue contributor and represents the largest market for semiconductors. The rising demand for semiconductors from the automotive, aerospace, electronic and electrical, and other end-user industries in developing countries are the major reasons guiding the development of the market in focus in the area. Similarly, an increase in people’s disposable money is expected to drive demand for autos, gadgets, and electrical equipment. Major industrial development in nations such as China, India, South Korea, Indonesia, and Taiwan will result in high levels of automation in their respective industry segments. In APAC, the demand for semiconductor devices, such as DRAM, is growing steadily due to the rapid automation of industrial facilities. For more insights on the historic period (2017 to 2021) and forecast market size (2023 to 2027) – Request a sample report

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DRAM Market – Segmentation Assessment
Segment Overview
Technavio has segmented the market based on application (Computers, Mobile devices, Consumer electronics, and Networking devices), technology (DDR2, DDR3, DDR4, and DDR5), and geography (APAC, North America, Europe, South America, and Middle East and Africa). 

• The market share growth by the computer segment will be significant during the forecast period. Before the advent of mobile devices, the computer segment dominated the global DRAM market. Moreover, as mobile devices are replacing the functionality and uses of PCs, the demand for PCs is reducing. Computers are still used in multiple areas, such as homes and offices, but the number of mobile devices outnumbers computers by a significant margin. Factor such as, responsible for the decline in computer DRAM is the falling content requirement of DRAM in PCs and laptops. The major cause for this is that the operating systems are becoming leaner with every upgrade. Releases such as Windows 95, Windows 98, and Windows 2000 needed more memory than existing operating systems to run. Nevertheless, DRAM requirements saw a downfall from Windows 8, which did not have any memory requirements that exceeded that of Windows 7. Due to the declining need for computer DRAM, memory suppliers are looking forward to alternative growth drivers such as mobile devices. Such factors will increase segment growth during the forecast period.

Insights on the market contribution of various segments including country and region wise, historic (2017 to 2021) and forecast market size (2023 to 2027) – Download a Sample Report

DRAM Market – Market Dynamics

Key factor driving market growth

The growth of smart cities is one of the major factors driving the dynamic random access memory market growth. Smart cities are made to integrate IoT and Information and communication technology (ICT) into urban infrastructure and enhance the efficiency of urban services. This is anticipated to improve the design, planning, and construction of technologically developed infrastructure, buildings, and others. Also, it is expected that DRAM will be used to develop different IoT devices and others for the development of smart cities. Hence, the increased number of new constructions globally under smart city projects will, in turn, direct to increased demand for DRAMs. Thus, with the expansion of smart city initiatives across the world, the global dynamic random access memory (DRAM) market will see substantial growth during the forecast period.

Leading trends influencing the market 

Growing demand from the automotive segment is an emerging trend in the dynamic random access memory market trends fueling the DRAM market growth. Advanced Driver Assistance Systems (ADAS) and self-driving vehicle systems have grown in complexity, necessitating DRAM memory capacity and bandwidth. Owing to this, the market landscape has been obliged to comply with safety-critical automotive systems, as well as common concerns about error rates and meeting stringent automotive standards such as ISO 26262. However, intelligent memory delivers a range of LPDDR4(X) chips with embedded error correction code (ECC) capabilities to its DRAM line. For example, Valens and Micron partnered in response to the increasing demand for in-vehicle infotainment systems and ultra-high-speed in-vehicle connections. As a result, the alliance will collaborate to build automotive platforms that will meet the needs of self-driving cars, improved driver support systems, and next-generation in-vehicle entertainment systems. Therefore, such collaborations will drive the dynamic random access memory market growth during the forecast period.

Major challenges hindering the market growth

Different upcoming and improved technologies that offer price advantages are one of the challenges hindering the dynamic random access memory market growth. Though there are multiple benefits of DRAM yet, there are many other technologies poised to take over DRAM in the future. For example, phase-change memory is a type of non-volatile random-access memory, that is faster than DRAM and can contain data for extended periods. Also, resistive RAM (RRAM) exhibits higher resistance, has a relatively simple fabrication, and can be scaled down below 10 nm. Similarly, 3D Xpoint is still in its development phase. Nevertheless, it will have better and faster performance than DRAM at a much smaller size. Therefore, the upcoming technologies with cost variations will limit the growth of the dynamic random access memory (DRAM) market during the forecast period.

Insights on Market Drivers, trends, & Challenges, historic period(2017 to 2021), and forecast period(2023 to 2027)- Request a sample report!

What are the key data covered in this DRAM Market report?

• CAGR of the market during the forecast period
• Detailed information on factors that will drive the growth of the DRAM market between 2023 and 2027
• Precise estimation of the size of the DRAM market size and its contribution to the market in focus on the parent market
• Accurate predictions about upcoming trends and changes in consumer behavior
• Growth of the DRAM market industry across APAC, North America, Europe, South America, and Middle East and Africa
• A thorough analysis of the market’s competitive landscape and detailed information about vendors
• Comprehensive analysis of factors that will challenge the growth of DRAM market vendors

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Related Reports:

The Non-volatile Dual In-line Memory Module (NVDIMM) market is estimated to grow at a CAGR of 37.55% between 2023 and 2027. This report extensively covers market segmentation by application (enterprise storage and server, high-end workstation, and others), type (NVDIMM-N and NVDIMM-F), and geography (North America, Europe, APAC, South America, and Middle East and Africa). The proliferation of high-end servers is notably driving the NVDIMM market.

The resistive RAM market share is expected to increase by USD 324.05 million from 2021 to 2026, and the market’s growth momentum will accelerate at a CAGR of 16.37%. This report extensively covers resistive RAM market segmentation by memory type (discrete memory and embedded memory) and geography (North America, Europe, APAC, South America, and MEA). One of the key factors driving growth in the resistive RAM market is the rising adoption of sensor technology. 

Table of contents

1 Executive Summary

• 1.1 Market Overview 
• Exhibit 01: Executive Summary – Chart on Market Overview
• Exhibit 02: Executive Summary – Data Table on Market Overview
• Exhibit 03: Executive Summary – Chart on Global Market Characteristics
• Exhibit 04: Executive Summary – Chart on Market by Geography
• Exhibit 05: Executive Summary – Chart on Market Segmentation by Application
• Exhibit 06: Executive Summary – Chart on Market Segmentation by Technology
• Exhibit 07: Executive Summary – Chart on Incremental Growth
• Exhibit 08: Executive Summary – Data Table on Incremental Growth
• Exhibit 09: Executive Summary – Chart on Vendor Market Positioning

2 Market Landscape

• 2.1 Market ecosystem 
• Exhibit 10: Parent market
• Exhibit 11: Market Characteristics

3 Market Sizing

• 3.1 Market definition 
• Exhibit 12: Offerings of vendors included in the market definition

• 3.2 Market segment analysis 
• Exhibit 13: Market segments

• 3.3 Market size 2022 

• 3.4 Market outlook: Forecast for 2022-2027
• Exhibit 14: Chart on Global – Market size and forecast 2022-2027 ($ billion)
• Exhibit 15: Data Table on Global – Market size and forecast 2022-2027 ($ billion)
• Exhibit 16: Chart on Global Market: Year-over-year growth 2022-2027 (%)
• Exhibit 17: Data Table on Global Market: Year-over-year growth 2022-2027 (%)

4 Historic Market Size

• 4.1 Global DRAM market 2017 – 2021 
• Exhibit 18: Historic Market Size – Data Table on global dram market 2017 – 2021 ($ billion)

• 4.2 Application Segment Analysis 2017 – 2021
• Exhibit 19: Historic Market Size – Application Segment 2017 – 2021 ($ billion)

• 4.3 Technology Segment Analysis 2017 – 2021
• Exhibit 20: Historic Market Size – Technology Segment 2017 – 2021 ($ billion)

• 4.4 Geography Segment Analysis 2017 – 2021
• Exhibit 21: Historic Market Size – Geography Segment 2017 – 2021 ($ billion)

• 4.5 Country Segment Analysis 2017 – 2021
• Exhibit 22: Historic Market Size – Country Segment 2017 – 2021 ($ billion)

5 Five Forces Analysis

• 5.1 Five forces summary 
• Exhibit 23: Five forces analysis – Comparison between 2022 and 2027

• 5.2 Bargaining power of buyers 
• Exhibit 24: Chart on Bargaining power of buyers – Impact of key factors 2022 and 2027

• 5.3 Bargaining power of suppliers 
• Exhibit 25: Bargaining power of suppliers – Impact of key factors in 2022 and 2027

• 5.4 Threat of new entrants 
• Exhibit 26: Threat of new entrants – Impact of key factors in 2022 and 2027

• 5.5 Threat of substitutes 
• Exhibit 27: Threat of substitutes – Impact of key factors in 2022 and 2027

• 5.6 Threat of rivalry 
• Exhibit 28: Threat of rivalry – Impact of key factors in 2022 and 2027

• 5.7 Market condition 
• Exhibit 29: Chart on Market condition – Five forces 2022 and 2027

6 Market Segmentation by Application

• 6.1 Market segments 
• Exhibit 30: Chart on Application – Market share 2022-2027 (%)
• Exhibit 31: Data Table on Application – Market share 2022-2027 (%)

• 6.2 Comparison by Application 
• Exhibit 32: Chart on Comparison by Application
• Exhibit 33: Data Table on Comparison by Application

• 6.3 Computers – Market size and forecast 2022-2027
• Exhibit 34: Chart on Computers – Market size and forecast 2022-2027 ($ billion)
• Exhibit 35: Data Table on Computers – Market size and forecast 2022-2027 ($ billion)
• Exhibit 36: Chart on Computers – Year-over-year growth 2022-2027 (%)
• Exhibit 37: Data Table on Computers – Year-over-year growth 2022-2027 (%)

• 6.4 Mobile devices – Market size and forecast 2022-2027
• Exhibit 38: Chart on Mobile devices – Market size and forecast 2022-2027 ($ billion)
• Exhibit 39: Data Table on Mobile devices – Market size and forecast 2022-2027 ($ billion)
• Exhibit 40: Chart on Mobile devices – Year-over-year growth 2022-2027 (%)
• Exhibit 41: Data Table on Mobile devices – Year-over-year growth 2022-2027 (%)

• 6.5 Consumer electronics – Market size and forecast 2022-2027 
• Exhibit 42: Chart on Consumer electronics – Market size and forecast 2022-2027 ($ billion)
• Exhibit 43: Data Table on Consumer electronics – Market size and forecast 2022-2027 ($ billion)
• Exhibit 44: Chart on Consumer electronics – Year-over-year growth 2022-2027 (%)
• Exhibit 45: Data Table on Consumer electronics – Year-over-year growth 2022-2027 (%)

• 6.6 Networking devices – Market size and forecast 2022-2027 
• Exhibit 46: Chart on Networking devices – Market size and forecast 2022-2027 ($ billion)
• Exhibit 47: Data Table on Networking devices – Market size and forecast 2022-2027 ($ billion)
• Exhibit 48: Chart on Networking devices – Year-over-year growth 2022-2027 (%)
• Exhibit 49: Data Table on Networking devices – Year-over-year growth 2022-2027 (%)

• 6.7 Market opportunity by Application 
• Exhibit 50: Market opportunity by Application ($ billion)
• Exhibit 51: Data Table on Market opportunity by Application ($ billion)

7 Market Segmentation by Technology

• 7.1 Market segments 
• Exhibit 52: Chart on Technology – Market share 2022-2027 (%)
• Exhibit 53: Data Table on Technology – Market share 2022-2027 (%)

• 7.2 Comparison by Technology 
• Exhibit 54: Chart on Comparison by Technology
• Exhibit 55: Data Table on Comparison by Technology

• 7.3 DDR2 – Market size and forecast 2022-2027
• Exhibit 56: Chart on DDR2 – Market size and forecast 2022-2027 ($ billion)
• Exhibit 57: Data Table on DDR2 – Market size and forecast 2022-2027 ($ billion)
• Exhibit 58: Chart on DDR2 – Year-over-year growth 2022-2027 (%)
• Exhibit 59: Data Table on DDR2 – Year-over-year growth 2022-2027 (%)

• 7.4 DDR3 – Market size and forecast 2022-2027
• Exhibit 60: Chart on DDR3 – Market size and forecast 2022-2027 ($ billion)
• Exhibit 61: Data Table on DDR3 – Market size and forecast 2022-2027 ($ billion)
• Exhibit 62: Chart on DDR3 – Year-over-year growth 2022-2027 (%)
• Exhibit 63: Data Table on DDR3 – Year-over-year growth 2022-2027 (%)

• 7.5 DDR4 – Market size and forecast 2022-2027
• Exhibit 64: Chart on DDR4 – Market size and forecast 2022-2027 ($ billion)
• Exhibit 65: Data Table on DDR4 – Market size and forecast 2022-2027 ($ billion)
• Exhibit 66: Chart on DDR4 – Year-over-year growth 2022-2027 (%)
• Exhibit 67: Data Table on DDR4 – Year-over-year growth 2022-2027 (%)

• 7.6 DDR5 – Market size and forecast 2022-2027
• Exhibit 68: Chart on DDR5 – Market size and forecast 2022-2027 ($ billion)
• Exhibit 69: Data Table on DDR5 – Market size and forecast 2022-2027 ($ billion)
• Exhibit 70: Chart on DDR5 – Year-over-year growth 2022-2027 (%)
• Exhibit 71: Data Table on DDR5 – Year-over-year growth 2022-2027 (%)

• 7.7 Market opportunity by Technology 
• Exhibit 72: Market opportunity by Technology ($ billion)
• Exhibit 73: Data Table on Market opportunity by Technology ($ billion)

8 Customer Landscape

• 8.1 Customer landscape overview 
• Exhibit 74: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

9 Geographic Landscape

• 9.1 Geographic segmentation 
• Exhibit 75: Chart on Market share by geography 2022-2027 (%)
• Exhibit 76: Data Table on Market share by geography 2022-2027 (%)

• 9.2 Geographic comparison 
• Exhibit 77: Chart on Geographic comparison
• Exhibit 78: Data Table on Geographic comparison

• 9.3 APAC – Market size and forecast 2022-2027
• Exhibit 79: Chart on APAC – Market size and forecast 2022-2027 ($ billion)
• Exhibit 80: Data Table on APAC – Market size and forecast 2022-2027 ($ billion)
• Exhibit 81: Chart on APAC – Year-over-year growth 2022-2027 (%)
• Exhibit 82: Data Table on APAC – Year-over-year growth 2022-2027 (%)

• 9.4 North America – Market size and forecast 2022-2027
• Exhibit 83: Chart on North America – Market size and forecast 2022-2027 ($ billion)
• Exhibit 84: Data Table on North America – Market size and forecast 2022-2027 ($ billion)
• Exhibit 85: Chart on North America – Year-over-year growth 2022-2027 (%)
• Exhibit 86: Data Table on North America – Year-over-year growth 2022-2027 (%)

• 9.5 Europe – Market size and forecast 2022-2027
• Exhibit 87: Chart on Europe – Market size and forecast 2022-2027 ($ billion)
• Exhibit 88: Data Table on Europe – Market size and forecast 2022-2027 ($ billion)
• Exhibit 89: Chart on Europe – Year-over-year growth 2022-2027 (%)
• Exhibit 90: Data Table on Europe – Year-over-year growth 2022-2027 (%)

• 9.6 South America – Market size and forecast 2022-2027
• Exhibit 91: Chart on South America – Market size and forecast 2022-2027 ($ billion)
• Exhibit 92: Data Table on South America – Market size and forecast 2022-2027 ($ billion)
• Exhibit 93: Chart on South America – Year-over-year growth 2022-2027 (%)
• Exhibit 94: Data Table on South America – Year-over-year growth 2022-2027 (%)

• 9.7 Middle East and Africa – Market size and forecast 2022-2027 
• Exhibit 95: Chart on Middle East and Africa – Market size and forecast 2022-2027 ($ billion)
• Exhibit 96: Data Table on Middle East and Africa – Market size and forecast 2022-2027 ($ billion)
• Exhibit 97: Chart on Middle East and Africa – Year-over-year growth 2022-2027 (%)
• Exhibit 98: Data Table on Middle East and Africa – Year-over-year growth 2022-2027 (%)

• 9.8 China – Market size and forecast 2022-2027
• Exhibit 99: Chart on China – Market size and forecast 2022-2027 ($ billion)
• Exhibit 100: Data Table on China – Market size and forecast 2022-2027 ($ billion)
• Exhibit 101: Chart on China – Year-over-year growth 2022-2027 (%)
• Exhibit 102: Data Table on China – Year-over-year growth 2022-2027 (%)

• 9.9 South Korea – Market size and forecast 2022-2027
• Exhibit 103: Chart on South Korea – Market size and forecast 2022-2027 ($ billion)
• Exhibit 104: Data Table on South Korea – Market size and forecast 2022-2027 ($ billion)
• Exhibit 105: Chart on South Korea – Year-over-year growth 2022-2027 (%)
• Exhibit 106: Data Table on South Korea – Year-over-year growth 2022-2027 (%)

• 9.10 US – Market size and forecast 2022-2027
• Exhibit 107: Chart on US – Market size and forecast 2022-2027 ($ billion)
• Exhibit 108: Data Table on US – Market size and forecast 2022-2027 ($ billion)
• Exhibit 109: Chart on US – Year-over-year growth 2022-2027 (%)
• Exhibit 110: Data Table on US – Year-over-year growth 2022-2027 (%)

• 9.11 Japan – Market size and forecast 2022-2027
• Exhibit 111: Chart on Japan – Market size and forecast 2022-2027 ($ billion)
• Exhibit 112: Data Table on Japan – Market size and forecast 2022-2027 ($ billion)
• Exhibit 113: Chart on Japan – Year-over-year growth 2022-2027 (%)
• Exhibit 114: Data Table on Japan – Year-over-year growth 2022-2027 (%)

• 9.12 Germany – Market size and forecast 2022-2027
• Exhibit 115: Chart on Germany – Market size and forecast 2022-2027 ($ billion)
• Exhibit 116: Data Table on Germany – Market size and forecast 2022-2027 ($ billion)
• Exhibit 117: Chart on Germany – Year-over-year growth 2022-2027 (%)
• Exhibit 118: Data Table on Germany – Year-over-year growth 2022-2027 (%)

• 9.13 Market opportunity by geography 
• Exhibit 119: Market opportunity by geography ($ billion)
• Exhibit 120: Data Tables on Market opportunity by geography ($ billion)

10 Drivers, Challenges, and Trends

• 10.1 Market drivers 

• 10.2 Market challenges 

• 10.3 Impact of drivers and challenges 
• Exhibit 121: Impact of drivers and challenges in 2022 and 2027

• 10.4 Market trends 

11 Vendor Landscape

• 11.1 Overview 

• 11.2 Vendor landscape 
• Exhibit 122: Overview on Criticality of inputs and Factors of differentiation

• 11.3 Landscape disruption 
• Exhibit 123: Overview on factors of disruption

• 11.4 Industry risks 
• Exhibit 124: Impact of key risks on business

12 Vendor Analysis

• 12.1 Vendors covered 
• Exhibit 125: Vendors covered

• 12.2 Market positioning of vendors 
• Exhibit 126: Matrix on vendor position and classification

• 12.3 Apacer Technology Inc. 
• Exhibit 127: Apacer Technology Inc. – Overview
• Exhibit 128: Apacer Technology Inc. – Business segments
• Exhibit 129: Apacer Technology Inc. – Key offerings
• Exhibit 130: Apacer Technology Inc. – Segment focus

• 12.4 Elite Semiconductor Microelectronics Technology Inc. 
• Exhibit 131: Elite Semiconductor Microelectronics Technology Inc. – Overview
• Exhibit 132: Elite Semiconductor Microelectronics Technology Inc. – Product / Service
• Exhibit 133: Elite Semiconductor Microelectronics Technology Inc. – Key offerings

• 12.5 Etron Technology Inc. 
• Exhibit 134: Etron Technology Inc. – Overview
• Exhibit 135: Etron Technology Inc. – Product / Service
• Exhibit 136: Etron Technology Inc. – Key offerings

• 12.6 Fujitsu Ltd. 
• Exhibit 137: Fujitsu Ltd. – Overview
• Exhibit 138: Fujitsu Ltd. – Business segments
• Exhibit 139: Fujitsu Ltd. – Key news
• Exhibit 140: Fujitsu Ltd. – Key offerings
• Exhibit 141: Fujitsu Ltd. – Segment focus

• 12.7 Infineon Technologies AG 
• Exhibit 142: Infineon Technologies AG – Overview
• Exhibit 143: Infineon Technologies AG – Business segments
• Exhibit 144: Infineon Technologies AG – Key news
• Exhibit 145: Infineon Technologies AG – Key offerings
• Exhibit 146: Infineon Technologies AG – Segment focus

• 12.8 Integrated Silicon Solution Inc. 
• Exhibit 147: Integrated Silicon Solution Inc. – Overview
• Exhibit 148: Integrated Silicon Solution Inc. – Product / Service
• Exhibit 149: Integrated Silicon Solution Inc. – Key offerings

• 12.9 Intel Corp. 
• Exhibit 150: Intel Corp. – Overview
• Exhibit 151: Intel Corp. – Business segments
• Exhibit 152: Intel Corp. – Key news
• Exhibit 153: Intel Corp. – Key offerings
• Exhibit 154: Intel Corp. – Segment focus

• 12.10 Kingston Technology Co. Inc. 
• Exhibit 155: Kingston Technology Co. Inc. – Overview
• Exhibit 156: Kingston Technology Co. Inc. – Product / Service
• Exhibit 157: Kingston Technology Co. Inc. – Key offerings

• 12.11 Micron Technology Inc. 
• Exhibit 158: Micron Technology Inc. – Overview
• Exhibit 159: Micron Technology Inc. – Business segments
• Exhibit 160: Micron Technology Inc. – Key offerings
• Exhibit 161: Micron Technology Inc. – Segment focus

• 12.12 Nanya Technology Corp. 
• Exhibit 162: Nanya Technology Corp. – Overview
• Exhibit 163: Nanya Technology Corp. – Business segments
• Exhibit 164: Nanya Technology Corp. – Key offerings
• Exhibit 165: Nanya Technology Corp. – Segment focus

• 12.13 Powerchip Semiconductor Manufacturing Corp.
• Exhibit 166: Powerchip Semiconductor Manufacturing Corp. – Overview
• Exhibit 167: Powerchip Semiconductor Manufacturing Corp. – Business segments
• Exhibit 168: Powerchip Semiconductor Manufacturing Corp. – Key offerings
• Exhibit 169: Powerchip Semiconductor Manufacturing Corp. – Segment focus

• 12.14 Samsung Electronics Co. Ltd. 
• Exhibit 170: Samsung Electronics Co. Ltd. – Overview
• Exhibit 171: Samsung Electronics Co. Ltd. – Business segments
• Exhibit 172: Samsung Electronics Co. Ltd. – Key news
• Exhibit 173: Samsung Electronics Co. Ltd. – Key offerings
• Exhibit 174: Samsung Electronics Co. Ltd. – Segment focus

• 12.15 SK hynix Co. Ltd. 
• Exhibit 175: SK hynix Co. Ltd. – Overview
• Exhibit 176: SK hynix Co. Ltd. – Product / Service
• Exhibit 177: SK hynix Co. Ltd. – Key offerings

• 12.16 Texas Instruments Inc. 
• Exhibit 178: Texas Instruments Inc. – Overview
• Exhibit 179: Texas Instruments Inc. – Business segments
• Exhibit 180: Texas Instruments Inc. – Key news
• Exhibit 181: Texas Instruments Inc. – Key offerings
• Exhibit 182: Texas Instruments Inc. – Segment focus

• 12.17 Winbond Electronics Corp. 
• Exhibit 183: Winbond Electronics Corp. – Overview
• Exhibit 184: Winbond Electronics Corp. – Business segments
• Exhibit 185: Winbond Electronics Corp. – Key offerings
• Exhibit 186: Winbond Electronics Corp. – Segment focus

13 Appendix

• 13.1 Scope of the report 

• 13.2 Inclusions and exclusions checklist
• Exhibit 187: Inclusions checklist
• Exhibit 188: Exclusions checklist

• 13.3 Currency conversion rates for US$ 
• Exhibit 189: Currency conversion rates for US$

• 13.4 Research methodology 
• Exhibit 190: Research methodology
• Exhibit 191: Validation techniques employed for market sizing
• Exhibit 192: Information sources

• 13.5 List of abbreviations 
• Exhibit 193: List of abbreviations

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