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Method and Platform for Identifying Stakeholders in the Nanotechnology Economy

This presentation from Research Scientist Stacey Frederick provides an overview of a method to identify the firms and organizations involved in the nano economy throughout the value chain and introduces a new web-based platform to disseminate the information.

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Method and Platform for Identifying
Stakeholders in the Nanotechnology Economy
Stacey Frederick, Research Scientist
Center on Globalization, Governance & Competitiveness (CGGC), Duke University
Center for Nanotechnology in Society, UC-Santa Barbara
S.NET Meeting: Boston, MA
October 28, 2013
Goals & Obstacles
 Goal/Objective: Track and measure economic, social
and/or environmental impacts related to developments
in nanotechnology.
 Obstacles:
 Nanotechnology is not an industry; it enables
developments in all industries in different ways
 U.S. firms are not required to disclose activities or
products involving developments on the nanoscale
 No centralized effort to collect firm/product/worker data
 No firm or product classification
 Need to track developments along the entire value chain
Value Chain Analysis
 Value chain: activities that firms and workers do in the process of
creating a product or service
 Includes physical alterations (supply chain) as well as activities that
add value (research, branding, services)
 Six main activities – need to be able to identify firms in each
stage of the entire supply chain performing each activity
 Need to be able to map the structure for a particular product
without nano and “layer” on nano developments
Research
Design &
Development
Manufacturing
Logistics &
Distribution
Marketing &
Retail
Services
Components
Retail &
Sales
Raw Materials/
Inputs
Final Products
Supply
Chain
Value-Adding
Activities
Existing Efforts to Identify Firms & Generate Metrics:
Data Sources & Methods
Research
Design &
Development
Manufacturing
Logistics &
Distribution
Marketing &
Retail
Services
Publications
Patents
Government
Funding
“Expert Opinion” Statistics
Firm-Level Reports &
Directories
Often one-time efforts * Limited scope (geography, activities or supply chain) * Several lack a methodology
Data mining/keyword searches nano classifications
Only capture a subset of value-adding activities
Lack supporting methodology & dataset
Firm-Level Reports &
Directories
Firm-Level Reports &
Directories
Need: combined effort; classification system; users can include/exclude at will
Suggested Data Collection & Estimation Model
Expert Opinion Statistics
 Lux, BCC, F&S, NSF, etc.
Firm-Level Nano Datasets
 Web-Based Directories
 Nanowerk, NSTI, NanoVIP, InterNano
 Research Projects, Reports & Journal Articles
 Woodrow Wilson Center, CADTSC, Lux
 Conference Attendees & Presenters
R&D Datasets
 Publications & Patents
 Funding Sources
 Government & Private
Business Data Sources
 Dun & Bradstreet
 Government Statistics
 LinkedIn
 Company Websites
 Market Reports
(1) Compile/verify existing info
(3) Add general business
info; develop non-nano
value chain maps
(2) Add new companies &
provide R&D details
(4) Compare results
to existing estimates
(5) Continue
search for new
sources;
maintain &
update info
Goals: “Master” Database and Classification Codes
Firm-Level Nano
Datasets
Business Data Sources +
R&D Datasets
Master Firm/Product
Database
Nano Classification Codes
 Firms (NAICS)
 Products (HS, SITC)
 Workers (SOC)
 Patents (IPC)
 Publications (WOS)
Classification-Based
or Data-Supported
Statistics
Defensible, method-based
dataset
Publicly available
Multiple variables available
User can dictate
inclusion/exclusion
Repeatable
Classifications built
on best available data
Supplement
rather than
replacement for
data mining
efforts
Progress to Date
1) Developed a value chain model
2) Firm & organization-level data
 Compiled/cleaned data from 20 sources
 Enhanced by mapping stakeholders to the value chain
3) Developed web-based platform: educational tool and
a means of disseminating information
4) Ability to provide in-depth analysis of the nano
activity in California across multiple variables
5) Preliminary estimates of U.S. workforce
Basic Nano Value Chain Model Overview
Layers: 120+
Stages: 5
Sectors: 27
Subsectors: 91
Supporting
Organizations
Firms /
Supply Chain
Value-Adding
Activities
California in the Nano Economy
www.CaliforniaNanoEconomy.org
 Industry and education-focused website for the nano community
 Presents California's footprint in nanotechnology
 Interactive, web-based application of a value chain research approach
Main Areas
 Firms & Products
 Value Chain Mapping
 Education and Workforce
Development Programs
 Public Policy and
Economic Development
Initiatives
Center on Globalization, Governance, & Competitiveness (CGGC) at Duke University
Center for Nanotechnology in Society at UC-Santa Barbara
Value Chain Section
 Click boxes for detailed info
 Forward & backward linkages
 Important global firms &
organizations
 Manufacturing methods
 California locations
 Interactive value chain
diagram
 Hover cursor over boxes
for description & stats
Firm & Organization Data
 Location Pages (Fig. 1)
 Physical Location & Basic Info
 Value Chain Mapping
 Products
 Profile Pages: 100+ more-detailed
profiles of firms & organizations
 Company Overview
 Buyers , Suppliers & Strategic Partners
 Innovation & Technology
Fig. 1: Example Location Page on California in the Nano Economy Website
Fig. 2: Interactive Geographic Maps of Nano-Related Firms & Organizations
 Maps: interactive, geographic maps of
locations by key variables (Fig. 2)
Snapshot of California Nano Activity
Indicator
Number in
California
California
Share of USA
Firms Engaged in Nano-Related Activity 381 25%
Organizations Engaged in Nano-Related Activity 130 22%
Nano-Related Employment (Firms & Organizations) 47,534 21%
NNI-Funded Centers & Labs (NSF, DOD, DOE, NIH) 22 22%
U.S. Nano-Related Patents with Inventors from
California (USPTO Class 977)
1,795 20%
NSF Nano* Awards (1997- Aug. 2013) 1,069 11%
Nano-Related Degree Programs (AS, BS, MS, PhD) 8 9%
Nanotechnology Dissertations+: 1999-2007 549 14%
Data available on the California in the Nano Economy website
+ Walsh & Ridge (2012). Knowledge production and nanotechnology: Characterizing American dissertation research, 1999-2009. Technology in Society (34), 127-137.
Sample California Firm Characteristics
 Top three NAICS codes
at three-digit level:
64% of total
 Computer &
Electronic Product
Mfg.: 35%
 Professional,
Scientific & Technical
Services: 21%
 Chemical Mfg.: 9%
 Nearly half (46%)
established since 2000
U.S. Nano Workforce Estimates (2010-12)
United States: Existing Estimate (2010)+: 220,000
Preliminary estimates based on presented methodology:
 Upper Bound: all employees, all locations++: 446,800
 Mid-Range: roughly half: 224,200
 Nano-focused firms were only 2% of emp. in California
 Lower Bound+++: 24,800
 Underrepresentation from manufacturing
 California represents around 20%
+ Roco. (2012). Nanotechnology Research Directions for Societal Needs in 2020. Presentation at the OECD/NNI International Symposium on Assessing
the Economic Impact of Nanotechnology, Washington, DC: March 28, 2012
++ Based on employment data for 2,123 firm and support locations
+++ Number of people on LinkedIn in the United States that selected “nanotechnology” as their industry: October 16, 2013
Important Points:
 Objective was to provide a dataset that could be used as a basis for estimation - likely does not capture all
firms, but provides a starting point
 Numbers represent people potentially employed due to nanotechnology; not the number of people that will
come into contact with nanomaterials
Most likely range
Conclusions/Next Steps
 Continue to build &
refine value chain
model
 Identify, add and
maintain firm-level data
 Expand website to other
states / countries
 Partner with other
groups to scale the
process
 Ability to measure and track
impacts of nano depends on
ability to identify
firms/products/workers
 More complex process for
nano but enough data exists
to begin this process
 Focus of this research is to
begin to put together the
necessary pieces
Thank you
Stacey Frederick
stacey.frederick@duke.edu

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Method and Platform for Identifying Stakeholders in the Nanotechnology Economy

  • 1. Method and Platform for Identifying Stakeholders in the Nanotechnology Economy Stacey Frederick, Research Scientist Center on Globalization, Governance & Competitiveness (CGGC), Duke University Center for Nanotechnology in Society, UC-Santa Barbara S.NET Meeting: Boston, MA October 28, 2013
  • 2. Goals & Obstacles  Goal/Objective: Track and measure economic, social and/or environmental impacts related to developments in nanotechnology.  Obstacles:  Nanotechnology is not an industry; it enables developments in all industries in different ways  U.S. firms are not required to disclose activities or products involving developments on the nanoscale  No centralized effort to collect firm/product/worker data  No firm or product classification  Need to track developments along the entire value chain
  • 3. Value Chain Analysis  Value chain: activities that firms and workers do in the process of creating a product or service  Includes physical alterations (supply chain) as well as activities that add value (research, branding, services)  Six main activities – need to be able to identify firms in each stage of the entire supply chain performing each activity  Need to be able to map the structure for a particular product without nano and “layer” on nano developments Research Design & Development Manufacturing Logistics & Distribution Marketing & Retail Services Components Retail & Sales Raw Materials/ Inputs Final Products Supply Chain Value-Adding Activities
  • 4. Existing Efforts to Identify Firms & Generate Metrics: Data Sources & Methods Research Design & Development Manufacturing Logistics & Distribution Marketing & Retail Services Publications Patents Government Funding “Expert Opinion” Statistics Firm-Level Reports & Directories Often one-time efforts * Limited scope (geography, activities or supply chain) * Several lack a methodology Data mining/keyword searches nano classifications Only capture a subset of value-adding activities Lack supporting methodology & dataset Firm-Level Reports & Directories Firm-Level Reports & Directories Need: combined effort; classification system; users can include/exclude at will
  • 5. Suggested Data Collection & Estimation Model Expert Opinion Statistics  Lux, BCC, F&S, NSF, etc. Firm-Level Nano Datasets  Web-Based Directories  Nanowerk, NSTI, NanoVIP, InterNano  Research Projects, Reports & Journal Articles  Woodrow Wilson Center, CADTSC, Lux  Conference Attendees & Presenters R&D Datasets  Publications & Patents  Funding Sources  Government & Private Business Data Sources  Dun & Bradstreet  Government Statistics  LinkedIn  Company Websites  Market Reports (1) Compile/verify existing info (3) Add general business info; develop non-nano value chain maps (2) Add new companies & provide R&D details (4) Compare results to existing estimates (5) Continue search for new sources; maintain & update info
  • 6. Goals: “Master” Database and Classification Codes Firm-Level Nano Datasets Business Data Sources + R&D Datasets Master Firm/Product Database Nano Classification Codes  Firms (NAICS)  Products (HS, SITC)  Workers (SOC)  Patents (IPC)  Publications (WOS) Classification-Based or Data-Supported Statistics Defensible, method-based dataset Publicly available Multiple variables available User can dictate inclusion/exclusion Repeatable Classifications built on best available data Supplement rather than replacement for data mining efforts
  • 7. Progress to Date 1) Developed a value chain model 2) Firm & organization-level data  Compiled/cleaned data from 20 sources  Enhanced by mapping stakeholders to the value chain 3) Developed web-based platform: educational tool and a means of disseminating information 4) Ability to provide in-depth analysis of the nano activity in California across multiple variables 5) Preliminary estimates of U.S. workforce
  • 8. Basic Nano Value Chain Model Overview Layers: 120+ Stages: 5 Sectors: 27 Subsectors: 91 Supporting Organizations Firms / Supply Chain Value-Adding Activities
  • 9. California in the Nano Economy www.CaliforniaNanoEconomy.org  Industry and education-focused website for the nano community  Presents California's footprint in nanotechnology  Interactive, web-based application of a value chain research approach Main Areas  Firms & Products  Value Chain Mapping  Education and Workforce Development Programs  Public Policy and Economic Development Initiatives Center on Globalization, Governance, & Competitiveness (CGGC) at Duke University Center for Nanotechnology in Society at UC-Santa Barbara
  • 10. Value Chain Section  Click boxes for detailed info  Forward & backward linkages  Important global firms & organizations  Manufacturing methods  California locations  Interactive value chain diagram  Hover cursor over boxes for description & stats
  • 11. Firm & Organization Data  Location Pages (Fig. 1)  Physical Location & Basic Info  Value Chain Mapping  Products  Profile Pages: 100+ more-detailed profiles of firms & organizations  Company Overview  Buyers , Suppliers & Strategic Partners  Innovation & Technology Fig. 1: Example Location Page on California in the Nano Economy Website Fig. 2: Interactive Geographic Maps of Nano-Related Firms & Organizations  Maps: interactive, geographic maps of locations by key variables (Fig. 2)
  • 12. Snapshot of California Nano Activity Indicator Number in California California Share of USA Firms Engaged in Nano-Related Activity 381 25% Organizations Engaged in Nano-Related Activity 130 22% Nano-Related Employment (Firms & Organizations) 47,534 21% NNI-Funded Centers & Labs (NSF, DOD, DOE, NIH) 22 22% U.S. Nano-Related Patents with Inventors from California (USPTO Class 977) 1,795 20% NSF Nano* Awards (1997- Aug. 2013) 1,069 11% Nano-Related Degree Programs (AS, BS, MS, PhD) 8 9% Nanotechnology Dissertations+: 1999-2007 549 14% Data available on the California in the Nano Economy website + Walsh & Ridge (2012). Knowledge production and nanotechnology: Characterizing American dissertation research, 1999-2009. Technology in Society (34), 127-137.
  • 13. Sample California Firm Characteristics  Top three NAICS codes at three-digit level: 64% of total  Computer & Electronic Product Mfg.: 35%  Professional, Scientific & Technical Services: 21%  Chemical Mfg.: 9%  Nearly half (46%) established since 2000
  • 14. U.S. Nano Workforce Estimates (2010-12) United States: Existing Estimate (2010)+: 220,000 Preliminary estimates based on presented methodology:  Upper Bound: all employees, all locations++: 446,800  Mid-Range: roughly half: 224,200  Nano-focused firms were only 2% of emp. in California  Lower Bound+++: 24,800  Underrepresentation from manufacturing  California represents around 20% + Roco. (2012). Nanotechnology Research Directions for Societal Needs in 2020. Presentation at the OECD/NNI International Symposium on Assessing the Economic Impact of Nanotechnology, Washington, DC: March 28, 2012 ++ Based on employment data for 2,123 firm and support locations +++ Number of people on LinkedIn in the United States that selected “nanotechnology” as their industry: October 16, 2013 Important Points:  Objective was to provide a dataset that could be used as a basis for estimation - likely does not capture all firms, but provides a starting point  Numbers represent people potentially employed due to nanotechnology; not the number of people that will come into contact with nanomaterials Most likely range
  • 15. Conclusions/Next Steps  Continue to build & refine value chain model  Identify, add and maintain firm-level data  Expand website to other states / countries  Partner with other groups to scale the process  Ability to measure and track impacts of nano depends on ability to identify firms/products/workers  More complex process for nano but enough data exists to begin this process  Focus of this research is to begin to put together the necessary pieces