Global Multilayer Thick Film Circuit Substrate Market Research Report 2025(Status and Outlook)

Report Overview

Multilayer thick film circuit substrates are specialized materials used in the electronics industry for the fabrication of electronic circuits. These substrates consist of multiple layers of thick film materials such as conductive pastes, dielectric pastes, and resistive pastes, which are screen-printed onto a ceramic or metal base. The layers are then stacked and fired at high temperatures to create a compact and reliable circuit board. Multilayer thick film circuit substrates offer advantages such as high thermal conductivity, excellent electrical insulation, and the ability to integrate passive components, making them suitable for applications in power electronics, automotive electronics, and telecommunications.

The market for multilayer thick film circuit substrates is witnessing significant growth due to several key market trends and drivers. One of the major trends driving market growth is the increasing demand for miniaturized electronic devices with higher functionality and performance. Multilayer thick film circuit substrates enable the miniaturization of electronic circuits by providing a compact and efficient solution for integrating multiple components into a single package. Additionally, the growing adoption of advanced technologies such as 5G, Internet of Things (IoT), and electric vehicles is fueling the demand for high-performance circuit substrates that can meet the requirements of these applications.

Furthermore, the market for multilayer thick film circuit substrates is being driven by the expanding electronics industry, particularly in regions such as Asia-Pacific and North America. The rapid growth of industries such as consumer electronics, automotive electronics, and industrial automation is creating a strong demand for advanced circuit substrates that offer high reliability and performance. In addition, ongoing research and development activities aimed at enhancing the properties of thick film materials, such as improved thermal conductivity and dielectric strength, are expected to further drive market growth. Overall, the market for multilayer thick film circuit substrates is poised for continued expansion as the demand for high-density electronic components continues to rise in various industry sectors.

The global Multilayer Thick Film Circuit Substrate market size was estimated at USD 88.32 million in 2024 and is projected to reach USD 119.95 million by 2033, exhibiting a CAGR of 3.90% during the forecast period.

This report provides a deep insight into the global Multilayer Thick Film Circuit Substrate market covering all its essential aspects. This ranges from a macro overview of the market to micro details of the market size, competitive landscape, development trend, niche market, key market drivers and challenges, SWOT analysis, Porter's five forces analysis, value chain analysis, PEST analysis, etc.

The analysis helps the reader to shape the competition within the industries and strategies for the competitive environment to enhance the potential profit. Furthermore, it provides a simple framework for evaluating and accessing the position of the business organization. The report structure also focuses on the competitive landscape of the Global Multilayer Thick Film Circuit Substrate Market, this report introduces in detail the market share, market performance, product situation, operation situation, etc. of the main players, which helps the readers in the industry to identify the main competitors and deeply understand the competition pattern of the market.

In a word, this report is a must-read for industry players, investors, researchers, consultants, business strategists, and all those who have any kind of stake or are planning to foray into the Multilayer Thick Film Circuit Substrate market in any manner.

Global Multilayer Thick Film Circuit Substrate Market: Market Segmentation Analysis

The research report includes specific segments by region (country), manufacturers, Type, and Application. Market segmentation creates subsets of a market based on product type, end-user or application, Geographic, and other factors. By understanding the market segments, the decision-maker can leverage this targeting in the product, sales, and marketing strategies. Market segments can power your product development cycles by informing how you create product offerings for different segments.

Key Company

Noritake

NCI

Miyoshi Electronics Corporation

Kyocera

CMS Circuit Solutions

Inc

Cicor Group

Maruwa

Nikko

APITech (CMAC)

Mitsuboshi Belting

TTM Technologies

MST (Micro Systems Technologies)

Micro-Precision Technologies

Stellar Industries Corp

Remtec

NEO Tech

Holy Stone

Tong Hsing

ELCERAM

ECRIM

Market Segmentation (by Type)

Alumina Substrates

AlN Substrates

Market Segmentation (by Application)

LED

Automotive Electronics

Consumer Electronics

Others

Geographic Segmentation

North America (USA, Canada, Mexico)

Europe (Germany, UK, France, Russia, Italy, Rest of Europe)

Asia-Pacific (China, Japan, South Korea, India, Southeast Asia, Rest of Asia-Pacific)

South America (Brazil, Argentina, Columbia, Rest of South America)

The Middle East and Africa (Saudi Arabia, UAE, Egypt, Nigeria, South Africa, Rest of MEA)

Key Benefits of This Market Research:

Industry drivers, restraints, and opportunities covered in the study

Neutral perspective on the market performance

Recent industry trends and developments

Competitive landscape & strategies of key players

Potential & niche segments and regions exhibiting promising growth covered

Historical, current, and projected market size, in terms of value

In-depth analysis of the Multilayer Thick Film Circuit Substrate Market

Overview of the regional outlook of the Multilayer Thick Film Circuit Substrate Market:

Key Reasons to Buy this Report:

Access to date statistics compiled by our researchers. These provide you with historical and forecast data, which is analyzed to tell you why your market is set to change

This enables you to anticipate market changes to remain ahead of your competitors

You will be able to copy data from the Excel spreadsheet straight into your marketing plans, business presentations, or other strategic documents

The concise analysis, clear graph, and table format will enable you to pinpoint the information you require quickly

Provision of market value data for each segment and sub-segment

Indicates the region and segment that is expected to witness the fastest growth as well as to dominate the market

Analysis by geography highlighting the consumption of the product/service in the region as well as indicating the factors that are affecting the market within each region

Competitive landscape which incorporates the market ranking of the major players, along with new service/product launches, partnerships, business expansions, and acquisitions in the past five years of companies profiled

Extensive company profiles comprising of company overview, company insights, product benchmarking, and SWOT analysis for the major market players

The current as well as the future market outlook of the industry concerning recent developments which involve growth opportunities and drivers as well as challenges and restraints of both emerging as well as developed regions

Includes in-depth analysis of the market from various perspectives through Porter’s five forces analysis

Provides insight into the market through Value Chain

Market dynamics scenario, along with growth opportunities of the market in the years to come

Chapter Outline

Chapter 1 mainly introduces the statistical scope of the report, market division standards, and market research methods.

Chapter 2 is an executive summary of different market segments (by region, product type, application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the Multilayer Thick Film Circuit Substrate Market and its likely evolution in the short to mid-term, and long term.

Chapter 3 makes a detailed analysis of the market's competitive landscape of the market and provides the market share, capacity, output, price, latest development plan, merger, and acquisition information of the main manufacturers in the market.

Chapter 4 is the analysis of the whole market industrial chain, including the upstream and downstream of the industry, as well as Porter's five forces analysis.

Chapter 5 introduces the latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by manufacturers in the industry, and the analysis of relevant policies in the industry.

Chapter 6 provides the analysis of various market segments according to product types, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.

Chapter 7 provides the analysis of various market segments according to application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.

Chapter 8 provides a quantitative analysis of the market size and development potential of each region from the consumer side and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.

Chapter 9 shares the main producing countries of Multilayer Thick Film Circuit Substrate, their output value, profit level, regional supply, production capacity layout, etc. from the supply side.

Chapter 10 introduces the basic situation of the main companies in the market in detail, including product sales revenue, sales volume, price, gross profit margin, market share, product introduction, recent development, etc.

Chapter 11 provides a quantitative analysis of the market size and development potential of each region during the forecast period.

Chapter 12 provides a quantitative analysis of the market size and development potential of each market segment during the forecast period.

Chapter 13 is the main points and conclusions of the report.


1 Research Methodology and Statistical Scope
1.1 Market Definition and Statistical Scope of Multilayer Thick Film Circuit Substrate
1.2 Key Market Segments
1.2.1 Multilayer Thick Film Circuit Substrate Segment by Type
1.2.2 Multilayer Thick Film Circuit Substrate Segment by Application
1.3 Methodology & Sources of Information
1.3.1 Research Methodology
1.3.2 Research Process
1.3.3 Market Breakdown and Data Triangulation
1.3.4 Base Year
1.3.5 Report Assumptions & Caveats
2 Multilayer Thick Film Circuit Substrate Market Overview
2.1 Global Market Overview
2.1.1 Global Multilayer Thick Film Circuit Substrate Market Size (M USD) Estimates and Forecasts (2020-2033)
2.1.2 Global Multilayer Thick Film Circuit Substrate Sales Estimates and Forecasts (2020-2033)
2.2 Market Segment Executive Summary
2.3 Global Market Size by Region
3 Multilayer Thick Film Circuit Substrate Market Competitive Landscape
3.1 Company Assessment Quadrant
3.2 Global Multilayer Thick Film Circuit Substrate Product Life Cycle
3.3 Global Multilayer Thick Film Circuit Substrate Sales by Manufacturers (2020-2025)
3.4 Global Multilayer Thick Film Circuit Substrate Revenue Market Share by Manufacturers (2020-2025)
3.5 Multilayer Thick Film Circuit Substrate Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.6 Global Multilayer Thick Film Circuit Substrate Average Price by Manufacturers (2020-2025)
3.7 Manufacturers Multilayer Thick Film Circuit Substrate Sales Sites, Area Served, Product Type
3.8 Multilayer Thick Film Circuit Substrate Market Competitive Situation and Trends
3.8.1 Multilayer Thick Film Circuit Substrate Market Concentration Rate
3.8.2 Global 5 and 10 Largest Multilayer Thick Film Circuit Substrate Players Market Share by Revenue
3.8.3 Mergers & Acquisitions, Expansion
4 Multilayer Thick Film Circuit Substrate Industry Chain Analysis
4.1 Multilayer Thick Film Circuit Substrate Industry Chain Analysis
4.2 Market Overview of Key Raw Materials
4.3 Midstream Market Analysis
4.4 Downstream Customer Analysis
5 The Development and Dynamics of Multilayer Thick Film Circuit Substrate Market
5.1 Key Development Trends
5.2 Driving Factors
5.3 Market Challenges
5.4 Market Restraints
5.5 Industry News
5.5.1 New Product Developments
5.5.2 Mergers & Acquisitions
5.5.3 Expansions
5.5.4 Collaboration/Supply Contracts
5.6 PEST Analysis
5.6.1 Industry Policies Analysis
5.6.2 Economic Environment Analysis
5.6.3 Social Environment Analysis
5.6.4 Technological Environment Analysis
5.7 Global Multilayer Thick Film Circuit Substrate Market Porter's Five Forces Analysis
5.7.1 Global Trade Frictions
5.7.2 Global Trade Frictions and Their Impacts to Multilayer Thick Film Circuit Substrate Market
5.8 ESG Ratings of Leading Companies
6 Multilayer Thick Film Circuit Substrate Market Segmentation by Type
6.1 Evaluation Matrix of Segment Market Development Potential (Type)
6.2 Global Multilayer Thick Film Circuit Substrate Sales Market Share by Type (2020-2025)
6.3 Global Multilayer Thick Film Circuit Substrate Market Size Market Share by Type (2020-2025)
6.4 Global Multilayer Thick Film Circuit Substrate Price by Type (2020-2025)
7 Multilayer Thick Film Circuit Substrate Market Segmentation by Application
7.1 Evaluation Matrix of Segment Market Development Potential (Application)
7.2 Global Multilayer Thick Film Circuit Substrate Market Sales by Application (2020-2025)
7.3 Global Multilayer Thick Film Circuit Substrate Market Size (M USD) by Application (2020-2025)
7.4 Global Multilayer Thick Film Circuit Substrate Sales Growth Rate by Application (2020-2025)
8 Multilayer Thick Film Circuit Substrate Market Sales by Region
8.1 Global Multilayer Thick Film Circuit Substrate Sales by Region
8.1.1 Global Multilayer Thick Film Circuit Substrate Sales by Region
8.1.2 Global Multilayer Thick Film Circuit Substrate Sales Market Share by Region
8.2 Global Multilayer Thick Film Circuit Substrate Market Size by Region
8.2.1 Global Multilayer Thick Film Circuit Substrate Market Size by Region
8.2.2 Global Multilayer Thick Film Circuit Substrate Market Size Market Share by Region
8.3 North America
8.3.1 North America Multilayer Thick Film Circuit Substrate Sales by Country
8.3.2 North America Multilayer Thick Film Circuit Substrate Market Size by Country
8.3.3 U.S. Market Overview
8.3.4 Canada Market Overview
8.3.5 Mexico Market Overview
8.4 Europe
8.4.1 Europe Multilayer Thick Film Circuit Substrate Sales by Country
8.4.2 Europe Multilayer Thick Film Circuit Substrate Market Size by Country
8.4.3 Germany Market Overview
8.4.4 France Market Overview
8.4.5 U.K. Market Overview
8.4.6 Italy Market Overview
8.4.7 Spain Market Overview
8.5 Asia Pacific
8.5.1 Asia Pacific Multilayer Thick Film Circuit Substrate Sales by Region
8.5.2 Asia Pacific Multilayer Thick Film Circuit Substrate Market Size by Region
8.5.3 China Market Overview
8.5.4 Japan Market Overview
8.5.5 South Korea Market Overview
8.5.6 India Market Overview
8.5.7 Southeast Asia Market Overview
8.6 South America
8.6.1 South America Multilayer Thick Film Circuit Substrate Sales by Country
8.6.2 South America Multilayer Thick Film Circuit Substrate Market Size by Country
8.6.3 Brazil Market Overview
8.6.4 Argentina Market Overview
8.6.5 Columbia Market Overview
8.7 Middle East and Africa
8.7.1 Middle East and Africa Multilayer Thick Film Circuit Substrate Sales by Region
8.7.2 Middle East and Africa Multilayer Thick Film Circuit Substrate Market Size by Region
8.7.3 Saudi Arabia Market Overview
8.7.4 UAE Market Overview
8.7.5 Egypt Market Overview
8.7.6 Nigeria Market Overview
8.7.7 South Africa Market Overview
9 Multilayer Thick Film Circuit Substrate Market Production by Region
9.1 Global Production of Multilayer Thick Film Circuit Substrate by Region(2020-2025)
9.2 Global Multilayer Thick Film Circuit Substrate Revenue Market Share by Region (2020-2025)
9.3 Global Multilayer Thick Film Circuit Substrate Production, Revenue, Price and Gross Margin (2020-2025)
9.4 North America Multilayer Thick Film Circuit Substrate Production
9.4.1 North America Multilayer Thick Film Circuit Substrate Production Growth Rate (2020-2025)
9.4.2 North America Multilayer Thick Film Circuit Substrate Production, Revenue, Price and Gross Margin (2020-2025)
9.5 Europe Multilayer Thick Film Circuit Substrate Production
9.5.1 Europe Multilayer Thick Film Circuit Substrate Production Growth Rate (2020-2025)
9.5.2 Europe Multilayer Thick Film Circuit Substrate Production, Revenue, Price and Gross Margin (2020-2025)
9.6 Japan Multilayer Thick Film Circuit Substrate Production (2020-2025)
9.6.1 Japan Multilayer Thick Film Circuit Substrate Production Growth Rate (2020-2025)
9.6.2 Japan Multilayer Thick Film Circuit Substrate Production, Revenue, Price and Gross Margin (2020-2025)
9.7 China Multilayer Thick Film Circuit Substrate Production (2020-2025)
9.7.1 China Multilayer Thick Film Circuit Substrate Production Growth Rate (2020-2025)
9.7.2 China Multilayer Thick Film Circuit Substrate Production, Revenue, Price and Gross Margin (2020-2025)
10 Key Companies Profile
10.1 Noritake
10.1.1 Noritake Basic Information
10.1.2 Noritake Multilayer Thick Film Circuit Substrate Product Overview
10.1.3 Noritake Multilayer Thick Film Circuit Substrate Product Market Performance
10.1.4 Noritake Business Overview
10.1.5 Noritake SWOT Analysis
10.1.6 Noritake Recent Developments
10.2 NCI
10.2.1 NCI Basic Information
10.2.2 NCI Multilayer Thick Film Circuit Substrate Product Overview
10.2.3 NCI Multilayer Thick Film Circuit Substrate Product Market Performance
10.2.4 NCI Business Overview
10.2.5 NCI SWOT Analysis
10.2.6 NCI Recent Developments
10.3 Miyoshi Electronics Corporation
10.3.1 Miyoshi Electronics Corporation Basic Information
10.3.2 Miyoshi Electronics Corporation Multilayer Thick Film Circuit Substrate Product Overview
10.3.3 Miyoshi Electronics Corporation Multilayer Thick Film Circuit Substrate Product Market Performance
10.3.4 Miyoshi Electronics Corporation Business Overview
10.3.5 Miyoshi Electronics Corporation SWOT Analysis
10.3.6 Miyoshi Electronics Corporation Recent Developments
10.4 Kyocera
10.4.1 Kyocera Basic Information
10.4.2 Kyocera Multilayer Thick Film Circuit Substrate Product Overview
10.4.3 Kyocera Multilayer Thick Film Circuit Substrate Product Market Performance
10.4.4 Kyocera Business Overview
10.4.5 Kyocera Recent Developments
10.5 CMS Circuit Solutions
10.5.1 CMS Circuit Solutions Basic Information
10.5.2 CMS Circuit Solutions Multilayer Thick Film Circuit Substrate Product Overview
10.5.3 CMS Circuit Solutions Multilayer Thick Film Circuit Substrate Product Market Performance
10.5.4 CMS Circuit Solutions Business Overview
10.5.5 CMS Circuit Solutions Recent Developments
10.6 Inc
10.6.1 Inc Basic Information
10.6.2 Inc Multilayer Thick Film Circuit Substrate Product Overview
10.6.3 Inc Multilayer Thick Film Circuit Substrate Product Market Performance
10.6.4 Inc Business Overview
10.6.5 Inc Recent Developments
10.7 Cicor Group
10.7.1 Cicor Group Basic Information
10.7.2 Cicor Group Multilayer Thick Film Circuit Substrate Product Overview
10.7.3 Cicor Group Multilayer Thick Film Circuit Substrate Product Market Performance
10.7.4 Cicor Group Business Overview
10.7.5 Cicor Group Recent Developments
10.8 Maruwa
10.8.1 Maruwa Basic Information
10.8.2 Maruwa Multilayer Thick Film Circuit Substrate Product Overview
10.8.3 Maruwa Multilayer Thick Film Circuit Substrate Product Market Performance
10.8.4 Maruwa Business Overview
10.8.5 Maruwa Recent Developments
10.9 Nikko
10.9.1 Nikko Basic Information
10.9.2 Nikko Multilayer Thick Film Circuit Substrate Product Overview
10.9.3 Nikko Multilayer Thick Film Circuit Substrate Product Market Performance
10.9.4 Nikko Business Overview
10.9.5 Nikko Recent Developments
10.10 APITech (CMAC)
10.10.1 APITech (CMAC) Basic Information
10.10.2 APITech (CMAC) Multilayer Thick Film Circuit Substrate Product Overview
10.10.3 APITech (CMAC) Multilayer Thick Film Circuit Substrate Product Market Performance
10.10.4 APITech (CMAC) Business Overview
10.10.5 APITech (CMAC) Recent Developments
10.11 Mitsuboshi Belting
10.11.1 Mitsuboshi Belting Basic Information
10.11.2 Mitsuboshi Belting Multilayer Thick Film Circuit Substrate Product Overview
10.11.3 Mitsuboshi Belting Multilayer Thick Film Circuit Substrate Product Market Performance
10.11.4 Mitsuboshi Belting Business Overview
10.11.5 Mitsuboshi Belting Recent Developments
10.12 TTM Technologies
10.12.1 TTM Technologies Basic Information
10.12.2 TTM Technologies Multilayer Thick Film Circuit Substrate Product Overview
10.12.3 TTM Technologies Multilayer Thick Film Circuit Substrate Product Market Performance
10.12.4 TTM Technologies Business Overview
10.12.5 TTM Technologies Recent Developments
10.13 MST (Micro Systems Technologies)
10.13.1 MST (Micro Systems Technologies) Basic Information
10.13.2 MST (Micro Systems Technologies) Multilayer Thick Film Circuit Substrate Product Overview
10.13.3 MST (Micro Systems Technologies) Multilayer Thick Film Circuit Substrate Product Market Performance
10.13.4 MST (Micro Systems Technologies) Business Overview
10.13.5 MST (Micro Systems Technologies) Recent Developments
10.14 Micro-Precision Technologies
10.14.1 Micro-Precision Technologies Basic Information
10.14.2 Micro-Precision Technologies Multilayer Thick Film Circuit Substrate Product Overview
10.14.3 Micro-Precision Technologies Multilayer Thick Film Circuit Substrate Product Market Performance
10.14.4 Micro-Precision Technologies Business Overview
10.14.5 Micro-Precision Technologies Recent Developments
10.15 Stellar Industries Corp
10.15.1 Stellar Industries Corp Basic Information
10.15.2 Stellar Industries Corp Multilayer Thick Film Circuit Substrate Product Overview
10.15.3 Stellar Industries Corp Multilayer Thick Film Circuit Substrate Product Market Performance
10.15.4 Stellar Industries Corp Business Overview
10.15.5 Stellar Industries Corp Recent Developments
10.16 Remtec
10.16.1 Remtec Basic Information
10.16.2 Remtec Multilayer Thick Film Circuit Substrate Product Overview
10.16.3 Remtec Multilayer Thick Film Circuit Substrate Product Market Performance
10.16.4 Remtec Business Overview
10.16.5 Remtec Recent Developments
10.17 NEO Tech
10.17.1 NEO Tech Basic Information
10.17.2 NEO Tech Multilayer Thick Film Circuit Substrate Product Overview
10.17.3 NEO Tech Multilayer Thick Film Circuit Substrate Product Market Performance
10.17.4 NEO Tech Business Overview
10.17.5 NEO Tech Recent Developments
10.18 Holy Stone
10.18.1 Holy Stone Basic Information
10.18.2 Holy Stone Multilayer Thick Film Circuit Substrate Product Overview
10.18.3 Holy Stone Multilayer Thick Film Circuit Substrate Product Market Performance
10.18.4 Holy Stone Business Overview
10.18.5 Holy Stone Recent Developments
10.19 Tong Hsing
10.19.1 Tong Hsing Basic Information
10.19.2 Tong Hsing Multilayer Thick Film Circuit Substrate Product Overview
10.19.3 Tong Hsing Multilayer Thick Film Circuit Substrate Product Market Performance
10.19.4 Tong Hsing Business Overview
10.19.5 Tong Hsing Recent Developments
10.20 ELCERAM
10.20.1 ELCERAM Basic Information
10.20.2 ELCERAM Multilayer Thick Film Circuit Substrate Product Overview
10.20.3 ELCERAM Multilayer Thick Film Circuit Substrate Product Market Performance
10.20.4 ELCERAM Business Overview
10.20.5 ELCERAM Recent Developments
10.21 ECRIM
10.21.1 ECRIM Basic Information
10.21.2 ECRIM Multilayer Thick Film Circuit Substrate Product Overview
10.21.3 ECRIM Multilayer Thick Film Circuit Substrate Product Market Performance
10.21.4 ECRIM Business Overview
10.21.5 ECRIM Recent Developments
11 Multilayer Thick Film Circuit Substrate Market Forecast by Region
11.1 Global Multilayer Thick Film Circuit Substrate Market Size Forecast
11.2 Global Multilayer Thick Film Circuit Substrate Market Forecast by Region
11.2.1 North America Market Size Forecast by Country
11.2.2 Europe Multilayer Thick Film Circuit Substrate Market Size Forecast by Country
11.2.3 Asia Pacific Multilayer Thick Film Circuit Substrate Market Size Forecast by Region
11.2.4 South America Multilayer Thick Film Circuit Substrate Market Size Forecast by Country
11.2.5 Middle East and Africa Forecasted Sales of Multilayer Thick Film Circuit Substrate by Country
12 Forecast Market by Type and by Application (2026-2033)
12.1 Global Multilayer Thick Film Circuit Substrate Market Forecast by Type (2026-2033)
12.1.1 Global Forecasted Sales of Multilayer Thick Film Circuit Substrate by Type (2026-2033)
12.1.2 Global Multilayer Thick Film Circuit Substrate Market Size Forecast by Type (2026-2033)
12.1.3 Global Forecasted Price of Multilayer Thick Film Circuit Substrate by Type (2026-2033)
12.2 Global Multilayer Thick Film Circuit Substrate Market Forecast by Application (2026-2033)
12.2.1 Global Multilayer Thick Film Circuit Substrate Sales (K Units) Forecast by Application
12.2.2 Global Multilayer Thick Film Circuit Substrate Market Size (M USD) Forecast by Application (2026-2033)
13 Conclusion and Key Findings

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