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Chemical & Material
Published in : Jan 20, 2025
Global Clethodim Market Research Report - Market Share Analysis, Industry Trends & Statistics, Growth Forecasts (2025 - 2033)

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Report Summary Catalogue Methodological

Definition and Scope:

Clethodim is a post-emergence cyclohexenone herbicide that is highly safe for broadleaf crops. It effectively controls grass weeds and is less affected by environmental conditions. With broad application potential, it is the herbicide of choice for crops such as soybeans and cotton. 

According to LookWhole Insight, the global Clethodim market is projected to reach USD 589.62 Million in 2024. It is expected to grow to USD 1200.05 Million by 2033, registering a compound annual growth rate (CAGR) of 6.57% during the forecast period (2025–2033).

Clethodim Introduction

Clethodim is a post-emergence cyclohexenone herbicide that is highly safe for broadleaf crops. It effectively controls grass weeds and is less affected by environmental conditions. With broad application potential, it is the herbicide of choice for crops such as soybeans and cotton.

  • l  Mode of Action: Clethodim inhibits acetyl-CoA carboxylase (ACCase) in weeds, blocking fatty acid synthesis and ultimately damaging cell membranes.
  • l  Target Weeds: Mainly grass weeds such as barnyard grass, green foxtail, goosegrass, and reeds.
  • l  Applicable Crops: Broadleaf crop fields, including soybeans, cotton, rapeseed, peanuts, sugar beet, and flax.

Major Supply Shock Event

On April 22, 2025, a major safety incident occurred during the resumption of production at Yifan Biotech’s Ningxia plant, the global leader in clethodim production. The accident caused the complete suspension of its 8,000-ton annual production capacity. The shutdown is expected to last at least three months. Combined with increasingly strict environmental regulations in Ningxia and delays in technological upgrades by smaller producers, the industry's effective capacity has suddenly dropped below 45,000 tons per year. Yifan’s capacity accounts for more than 10% of global supply. This event marks the second major supply shock after Yifan’s environmental shutdown in 2023, and the full-year effective capacity gap may expand to 30%.

In fact, clethodim supply is relatively concentrated. Following the Yifan accident, the industry lost 20–25% of supply. Additionally, as the company’s production license is set to expire and is unlikely to be renewed this year, the plant is not expected to resume production. On the demand side, soybean acreage in South America is projected to grow by 10%, and in China by 15%, resulting in a clear supply-demand mismatch. As there is currently no effective substitute for clethodim’s weed control efficacy in soybeans—and given that clethodim costs account for less than 1% of total planting costs—buyers have a strong tolerance for price increases. Experts predict prices could exceed RMB 180,000 in August and RMB 220,000 in October, setting a new historical high. Xianda Co., with a 10,000-ton capacity (the world’s largest), is expected to benefit the most from the price surge due to its 60% export share and leading market position.

Clethodim Production Landscape

Clethodim Production Landscape

Company

Production Capacity (tons/year)

Status

Notes

Xianda Co.

10,000

Operating

World's largest producer; export share over 60%

Yifan Biotech

8,000

Halted (accident)

Shutdown due to April 2025 accident; unlikely to resume in 2025

Hebei Lansheng Biotech

8,000

Operating

One of the top three domestic producers

Meibang Co.

2,000

Operating

Export share over 50%

Yingtai Biotech

2,000

Operating

Export share over 40%

Zhongnong United

1,500

Operating

Export share around 40%

Changqing Co.

~1,000+

Operating

Small-scale producer

Yangnong Chemical

5,000 (planned)

In production, gradual ramp-up

Expansion in progress

Runfeng Co. (Ningxia)

8,000 (planned)

Under construction

Expected commissioning in H2 2026

Yifan Biotech had previously been a key supplier but is now projected to complete equipment upgrades, compliance procedures, and automation improvements by Q3 2025 (around October). However, due to the severity of the incident and the expiration of its production license in October, it is highly unlikely to resume production this year. The two main constraints are: (1) tightened safety and environmental regulations, which hinder restarts, and (2) the need for license renewal in October, which may be difficult to obtain due to safety record concerns.

Supply and Demand Outlook and Price Analysis

Upstream Raw Materials

Key raw materials for clethodim include propionyl chloride, ethanethiol, fluorophenol, and chlorophenol. Ethanethiol and fluorophenol are classified as hazardous chemicals with complex, flammable, and explosive synthesis processes, making licensing difficult. These materials are mostly imported due to limited domestic production. While companies generally do not outsource raw materials, large quantities of propionyl chloride must be imported, with other components available domestically.

Downstream Demand

China’s annual clethodim output is around 45,000 tons, with over 60% exported—mainly to South America (Brazil, Argentina) and the United States. The peak global demand period is from May to October. Domestically, the Northeast China market is also growing, as GMO soybean acreage is up 15% year-on-year, pushing clethodim demand up 15–20%. Globally, planted acreage is expected to grow by about 10%, significantly increasing herbicide demand.

Price Trends

Short-term: Clethodim prices rose on May 26 and June 7. As of June 9, prices reached RMB 140,000–150,000. Given the global demand surge from June to October, prices are expected to hit RMB 160,000–180,000, with August potentially exceeding RMB 180,000.

Long-term: According to LookWhole Insight, prices could surpass RMB 220,000 in October, breaking historical records. Even with some capacity coming online by Q4 or early next year, the price is expected to remain elevated due to Yifan’s continued shutdown.

Price Trends

Time Point

Price (RMB/ton)

Price (USD/ton)

Remarks

May 26, 2025

140,000

~$19,310

Short-term price increase begins

June 7, 2025

150,000

~$20,690

Continued market tightening

June 9, 2025 onward

140,000–150,000

~$19,310–$20,690

Official new market price range

Forecast (June–July)

160,000–180,000

~$22,070–$24,830

Peak season demand drives price further

Forecast (August)

>180,000

>$24,830

Expected to exceed this due to global supply crunch

Forecast (October)

>220,000

>$30,340

Potential all-time high, driven by sustained shortage


Customer Price Acceptance

For soybean fields, clethodim is applied at a rate of 5–40 ml of 12% EC or 28–40 ml of 24% EC per acre. The cost per square meter is approximately USD $0.62, which is less than 1% of total planting costs. This low cost share gives customers strong tolerance for price increases.

The following is a brief introduction of the latest report released by LookWhole Insight. This report systematically compiles global data on the clethodim market, including production capacity, sales revenue, pricing, and future development trends. It provides in-depth analysis of various market segments from multiple perspectives—such as key manufacturers, product types, application areas, and regional markets. The report comprehensively examines the product characteristics, market positioning, business performance, and market shares of major players in both the global and Chinese markets. It aims to offer a thorough and objective market research resource for industry stakeholders, investors, and policy makers. Additionally, it serves as a reliable decision-making tool for market analysts, investment professionals, and government agencies.

Market Report Coverage & Segmentation

ATTRIBUTE

Details

Time Coverage

Historical Year: 2020– 2024

Base Year: 2024

Estimated Year: 2025

Forecast Year: 2025 - 2033

Market Segmentation

By Type

Emulsifiable Concentrate (EC)

Soluble Concentrate (SL)

Others

By Application

Soybean

Rapeseed

Cotton

Peanut

Other

By Company

Lansheng Biotechnology Group Co., Ltd.

Shandong Cynda Chemical Co., Ltd.

Shaanxi Meibang Pharmaceutical Group Co., Ltd.

Hubei Xingfa Chemicals Group Co., Ltd.

UPL Ltd.

Syngenta Group

Bayer AG

Jiangsu Evergreen Agrochemical Co., Ltd.

Shandong Weifang Rainbow Chemical Co., Ltd.

Beijing Fineicare Biotechnology Co., Ltd.

Taihoo Chemical Group Co., Ltd.

Yangnong Chemical Group Co., Ltd.

Sichuan Fuhua Tongda Chemical Co., Ltd.

Jiangsu Jiangshan Agrochemical Co., Ltd.

Jiangsu Hoffman Agriculture and Chemical Co., Ltd.

By Region

North America
▪ U.S., Canada, Mexico
Europe
▪ Germany, France, Italy, U.K., Spain, Sweden, Denmark, Netherlands, Switzerland,
Belgium, Russia, Rest of Europe,
Asia Pacific
▪ China, Japan, South Korea, India, Australia, Indonesia, Malaysia, Philippines,
 Singapore, Thailand, Rest of Asia Pacific (APAC),
South America
▪ Brazil, Argentina, Colombia, Rest of South America,
Middle East & Africa (MEA)
▪ Saudi Arabia, South Africa, UAE, Egypt, Rest of Middle East & Africa (MEA)

Report Framework and Chapter Summary
Chapter 1: Report Scope and Market Definition
This chapter outlines the statistical boundaries and scope of the report. It defines the segmentation standards used throughout the study, including criteria for dividing the market by region, product type, application, and other relevant dimensions. It establishes the foundational definitions and classifications that guide the rest of the analysis.
Chapter 2: Executive Summary
This chapter presents a concise summary of the market’s current status and future outlook across different segments—by geography, product type, and application. It includes key metrics such as market size, growth trends, and development potential for each segment. The chapter offers a high-level overview of the Clethodim Market, highlighting its evolution over the short, medium, and long term.
Chapter 3: Market Dynamics and Policy Environment
This chapter explores the latest developments in the market, identifying key growth drivers, restraints, challenges, and risks faced by industry participants. It also includes an analysis of the policy and regulatory landscape affecting the market, providing insight into how external factors may shape future performance.
Chapter 4: Competitive Landscape
This chapter provides a detailed assessment of the market's competitive environment. It covers market share, production capacity, output, pricing trends, and strategic developments such as mergers, acquisitions, and expansion plans of leading players. This analysis offers a comprehensive view of the positioning and performance of top competitors.
Chapters 5–10: Regional Market Analysis
These chapters offer in-depth, quantitative evaluations of market size and growth potential across major regions and countries. Each chapter assesses regional consumption patterns, market dynamics, development prospects, and available capacity. The analysis helps readers understand geographical differences and opportunities in global markets.
Chapter 11: Market Segmentation by Product Type
This chapter examines the market based on product type, analyzing the size, growth trends, and potential of each segment. It helps stakeholders identify underexplored or high-potential product categories—often referred to as “blue ocean” opportunities.
Chapter 12: Market Segmentation by Application
This chapter analyzes the market based on application fields, providing insights into the scale and future development of each application segment. It supports readers in identifying high-growth areas across downstream markets.
Chapter 13: Company Profiles
This chapter presents comprehensive profiles of leading companies operating in the market. For each company, it details sales revenue, volume, pricing, gross profit margin, market share, product offerings, and recent strategic developments. This section offers valuable insight into corporate performance and strategy.
Chapter 14: Industry Chain and Value Chain Analysis
This chapter explores the full industry chain, from upstream raw material suppliers to downstream application sectors. It includes a value chain analysis that highlights the interconnections and dependencies across various parts of the ecosystem.
Chapter 15: Key Findings and Conclusions

The final chapter summarizes the main takeaways from the report, presenting the core conclusions, strategic recommendations, and implications for stakeholders. It encapsulates the insights drawn from all previous chapters.


Table of Contents
1 Introduction to Research & Analysis Reports
1.1 Clethodim Market Definition
1.2 Clethodim Market Segments
1.2.1 Segment by Type
1.2.2 Segment by Application
2 Executive Summary
2.1 Global Clethodim Market Size
2.2 Market Segmentation – by Type
2.3 Market Segmentation – by Application
2.4 Market Segmentation – by Geography
3 Key Market Trends, Opportunity, Drivers and Restraints
3.1 Key Takeway
3.2 Market Opportunities & Trends
3.3 Market Drivers
3.4 Market Restraints
3.5 Market Major Factor Assessment
4 Global Clethodim Market Competitive Landscape
4.1 Global Clethodim Sales by Manufacturers (2020-2025)
4.2 Global Clethodim Revenue Market Share by Manufacturers (2020-2025)
4.3 Clethodim Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
4.4 New Entrant and Capacity Expansion Plans
4.5 Mergers & Acquisitions
5 Global Clethodim Market by Region
5.1 Global Clethodim Market Size by Region
5.1.1 Global Clethodim Market Size by Region
5.1.2 Global Clethodim Market Size Market Share by Region
5.2 Global Clethodim Sales by Region
5.2.1 Global Clethodim Sales by Region
5.2.2 Global Clethodim Sales Market Share by Region
6 North America Market Overview
6.1 North America Clethodim Market Size by Country
6.1.1 USA Market Overview
6.1.2 Canada Market Overview
6.1.3 Mexico Market Overview
6.2 North America Clethodim Market Size by Type
6.3 North America Clethodim Market Size by Application
6.4 Top Players in North America Clethodim Market
7 Europe Market Overview
7.1 Europe Clethodim Market Size by Country
7.1.1 Germany Market Overview
7.1.2 France Market Overview
7.1.3 U.K. Market Overview
7.1.4 Italy Market Overview
7.1.5 Spain Market Overview
7.1.6 Sweden Market Overview
7.1.7 Denmark Market Overview
7.1.8 Netherlands Market Overview
7.1.9 Switzerland Market Overview
7.1.10 Belgium Market Overview
7.1.11 Russia Market Overview
7.2 Europe Clethodim Market Size by Type
7.3 Europe Clethodim Market Size by Application
7.4 Top Players in Europe Clethodim Market
8 Asia-Pacific Market Overview
8.1 Asia-Pacific Clethodim Market Size by Country
8.1.1 China Market Overview
8.1.2 Japan Market Overview
8.1.3 South Korea Market Overview
8.1.4 India Market Overview
8.1.5 Australia Market Overview
8.1.6 Indonesia Market Overview
8.1.7 Malaysia Market Overview
8.1.8 Philippines Market Overview
8.1.9 Singapore Market Overview
8.1.10 Thailand Market Overview
8.1.11 Rest of APAC Market Overview
8.2 Asia-Pacific Clethodim Market Size by Type
8.3 Asia-Pacific Clethodim Market Size by Application
8.4 Top Players in Asia-Pacific Clethodim Market
9 South America Market Overview
9.1 South America Clethodim Market Size by Country
9.1.1 Brazil Market Overview
9.1.2 Argentina Market Overview
9.1.3 Columbia Market Overview
9.2 South America Clethodim Market Size by Type
9.3 South America Clethodim Market Size by Application
9.4 Top Players in South America Clethodim Market
10 Middle East and Africa Market Overview
10.1 Middle East and Africa Clethodim Market Size by Country
10.1.1 Saudi Arabia Market Overview
10.1.2 UAE Market Overview
10.1.3 Egypt Market Overview
10.1.4 Nigeria Market Overview
10.1.5 South Africa Market Overview
10.2 Middle East and Africa Clethodim Market Size by Type
10.3 Middle East and Africa Clethodim Market Size by Application
10.4 Top Players in Middle East and Africa Clethodim Market
11 Clethodim Market Segmentation by Type
11.1 Evaluation Matrix of Segment Market Development Potential (Type)
11.2 Global Clethodim Sales Market Share by Type (2020-2033)
11.3 Global Clethodim Market Size Market Share by Type (2020-2033)
11.4 Global Clethodim Price by Type (2020-2033)
12 Clethodim Market Segmentation by Application
12.1 Evaluation Matrix of Segment Market Development Potential (Application)
12.2 Global Clethodim Market Sales by Application (2020-2033)
12.3 Global Clethodim Market Size (M USD) by Application (2020-2033)
12.4 Global Clethodim Sales Growth Rate by Application (2020-2033)
13 Company Profiles
13.1 Lansheng Biotechnology Group Co., Ltd.
13.1.1 Lansheng Biotechnology Group Co., Ltd. Company Overview
13.1.2 Lansheng Biotechnology Group Co., Ltd. Business Overview
13.1.3 Lansheng Biotechnology Group Co., Ltd. Clethodim Major Product Offerings
13.1.4 Lansheng Biotechnology Group Co., Ltd. Clethodim Sales and Revenue fromClethodim (2020-2025)
13.1.5 Key News
13.2 Shandong Cynda Chemical Co., Ltd.
13.2.1 Shandong Cynda Chemical Co., Ltd. Company Overview
13.2.2 Shandong Cynda Chemical Co., Ltd. Business Overview
13.2.3 Shandong Cynda Chemical Co., Ltd. Clethodim Major Product Offerings
13.2.4 Shandong Cynda Chemical Co., Ltd. Clethodim Sales and Revenue fromClethodim (2020-2025)
13.2.5 Key News
13.3 Shaanxi Meibang Pharmaceutical Group Co., Ltd.
13.3.1 Shaanxi Meibang Pharmaceutical Group Co., Ltd. Company Overview
13.3.2 Shaanxi Meibang Pharmaceutical Group Co., Ltd. Business Overview
13.3.3 Shaanxi Meibang Pharmaceutical Group Co., Ltd. Clethodim Major Product Offerings
13.3.4 Shaanxi Meibang Pharmaceutical Group Co., Ltd. Clethodim Sales and Revenue fromClethodim (2020-2025)
13.3.5 Key News
13.4 Hubei Xingfa Chemicals Group Co., Ltd.
13.4.1 Hubei Xingfa Chemicals Group Co., Ltd. Company Overview
13.4.2 Hubei Xingfa Chemicals Group Co., Ltd. Business Overview
13.4.3 Hubei Xingfa Chemicals Group Co., Ltd. Clethodim Major Product Offerings
13.4.4 Hubei Xingfa Chemicals Group Co., Ltd. Clethodim Sales and Revenue fromClethodim (2020-2025)
13.4.5 Key News
13.5 UPL Ltd.
13.5.1 UPL Ltd. Company Overview
13.5.2 UPL Ltd. Business Overview
13.5.3 UPL Ltd. Clethodim Major Product Offerings
13.5.4 UPL Ltd. Clethodim Sales and Revenue fromClethodim (2020-2025)
13.5.5 Key News
13.6 Syngenta Group
13.6.1 Syngenta Group Company Overview
13.6.2 Syngenta Group Business Overview
13.6.3 Syngenta Group Clethodim Major Product Offerings
13.6.4 Syngenta Group Clethodim Sales and Revenue fromClethodim (2020-2025)
13.6.5 Key News
13.7 Bayer AG
13.7.1 Bayer AG Company Overview
13.7.2 Bayer AG Business Overview
13.7.3 Bayer AG Clethodim Major Product Offerings
13.7.4 Bayer AG Clethodim Sales and Revenue fromClethodim (2020-2025)
13.7.5 Key News
13.8 Jiangsu Evergreen Agrochemical Co., Ltd.
13.8.1 Jiangsu Evergreen Agrochemical Co., Ltd. Company Overview
13.8.2 Jiangsu Evergreen Agrochemical Co., Ltd. Business Overview
13.8.3 Jiangsu Evergreen Agrochemical Co., Ltd. Clethodim Major Product Offerings
13.8.4 Jiangsu Evergreen Agrochemical Co., Ltd. Clethodim Sales and Revenue fromClethodim (2020-2025)
13.8.5 Key News
13.9 Shandong Weifang Rainbow Chemical Co., Ltd.
13.9.1 Shandong Weifang Rainbow Chemical Co., Ltd. Company Overview
13.9.2 Shandong Weifang Rainbow Chemical Co., Ltd. Business Overview
13.9.3 Shandong Weifang Rainbow Chemical Co., Ltd. Clethodim Major Product Offerings
13.9.4 Shandong Weifang Rainbow Chemical Co., Ltd. Clethodim Sales and Revenue fromClethodim (2020-2025)
13.9.5 Key News
13.10 Beijing Fineicare Biotechnology Co., Ltd.
13.10.1 Beijing Fineicare Biotechnology Co., Ltd. Company Overview
13.10.2 Beijing Fineicare Biotechnology Co., Ltd. Business Overview
13.10.3 Beijing Fineicare Biotechnology Co., Ltd. Clethodim Major Product Offerings
13.10.4 Beijing Fineicare Biotechnology Co., Ltd. Clethodim Sales and Revenue fromClethodim (2020-2025)
13.10.5 Key News
13.11 Taihoo Chemical Group Co., Ltd.
13.11.1 Taihoo Chemical Group Co., Ltd. Company Overview
13.11.2 Taihoo Chemical Group Co., Ltd. Business Overview
13.11.3 Taihoo Chemical Group Co., Ltd. Clethodim Major Product Offerings
13.11.4 Taihoo Chemical Group Co., Ltd. Clethodim Sales and Revenue fromClethodim (2020-2025)
13.11.5 Key News
13.12 Yangnong Chemical Group Co., Ltd.
13.12.1 Yangnong Chemical Group Co., Ltd. Company Overview
13.12.2 Yangnong Chemical Group Co., Ltd. Business Overview
13.12.3 Yangnong Chemical Group Co., Ltd. Clethodim Major Product Offerings
13.12.4 Yangnong Chemical Group Co., Ltd. Clethodim Sales and Revenue fromClethodim (2020-2025)
13.12.5 Key News
13.13 Sichuan Fuhua Tongda Chemical Co., Ltd.
13.13.1 Sichuan Fuhua Tongda Chemical Co., Ltd. Company Overview
13.13.2 Sichuan Fuhua Tongda Chemical Co., Ltd. Business Overview
13.13.3 Sichuan Fuhua Tongda Chemical Co., Ltd. Clethodim Major Product Offerings
13.13.4 Sichuan Fuhua Tongda Chemical Co., Ltd. Clethodim Sales and Revenue fromClethodim (2020-2025)
13.13.5 Key News
13.14 Jiangsu Jiangshan Agrochemical Co., Ltd.
13.14.1 Jiangsu Jiangshan Agrochemical Co., Ltd. Company Overview
13.14.2 Jiangsu Jiangshan Agrochemical Co., Ltd. Business Overview
13.14.3 Jiangsu Jiangshan Agrochemical Co., Ltd. Clethodim Major Product Offerings
13.14.4 Jiangsu Jiangshan Agrochemical Co., Ltd. Clethodim Sales and Revenue fromClethodim (2020-2025)
13.14.5 Key News
13.15 Jiangsu Hoffman Agriculture and Chemical Co., Ltd.
13.15.1 Jiangsu Hoffman Agriculture and Chemical Co., Ltd. Company Overview
13.15.2 Jiangsu Hoffman Agriculture and Chemical Co., Ltd. Business Overview
13.15.3 Jiangsu Hoffman Agriculture and Chemical Co., Ltd. Clethodim Major Product Offerings
13.15.4 Jiangsu Hoffman Agriculture and Chemical Co., Ltd. Clethodim Sales and Revenue fromClethodim (2020-2025)
13.15.5 Key News
14 Key Market Trends, Opportunity, Drivers and Restraints
14.1 Key Takeway
14.2 Market Opportunities & Trends
14.3 Market Drivers
14.4 Market Restraints
14.5 Market Major Factor Assessment
14.6 Porter's Five Forces Analysis of Clethodim Market
14.7 PEST Analysis of Clethodim Market
15 Analysis of the Clethodim Industry Chain
15.1 Overview of the Industry Chain
15.2 Upstream Segment Analysis
15.3 Midstream Segment Analysis
15.3.1 Manufacturing, Processing or Conversion Process Analysis
15.3.2 Key Technology Analysis
15.4 Downstream Segment Analysis
15.4.1 Downstream Customer List and Contact Details
15.4.2 Customer Concerns or Preference Analysis
16 Conclusion
17 Appendix
17.1 Methodology
17.2 Research Process and Data Source
17.3 Disclaimer
17.4 Note
17.5 Examples of Clients
17.6 Disclaimer
Research Methodology
The research methodology employed in this study follows a structured, four-stage process designed to ensure the accuracy, consistency, and relevance of all data and insights presented. The process begins with Information Procurement, wherein data is collected from a wide range of primary and secondary sources. This is followed by Information Analysis, during which the collected data is systematically mapped, discrepancies across sources are examined, and consistency is established through cross-validation.


Subsequently, the Market Formulation phase involves placing verified data points into an appropriate market context to generate meaningful conclusions. This step integrates analyst interpretation and expert heuristics to refine findings and ensure applicability. Finally, all conclusions undergo a rigorous Validation and Publishing process, where each data point is re-evaluated before inclusion in the final deliverable. The methodology emphasizes bidirectional flow and reversibility between key stages to maintain flexibility and reinforce the integrity of the analysis.
Research Process
The market research process follows a structured and iterative methodology designed to ensure accuracy, depth, and reliability. It begins with scope definition and research design, where the research objectives are clearly outlined based on client requirements, emerging market trends, and initial exploratory insights. This phase provides strategic direction for all subsequent stages of the research.
Data collection is then conducted through both secondary and primary research. Secondary research involves analyzing publicly available and paid sources such as company filings, industry journals, and government databases to build foundational knowledge. This is followed by primary research, which includes direct interviews and surveys with key industry stakeholders—such as manufacturers, distributors, and end users—to gather firsthand insights and address data gaps identified earlier. Techniques included CATI (Computer-Assisted Telephonic Interviewing), CAWI (Computer-Assisted Web Interviewing), CAVI (Computer-Assisted Video Interviewing via platforms like Zoom and WebEx), and CASI (Computer-Assisted Self Interviewing via email or LinkedIn).