1. Startups are small businesses that create many new jobs, though conventional wisdom is that larger businesses create more jobs. However, the data shows that it is startups, not small businesses generally, that are driving job growth.
2. While most startups fail, the startups that do survive grow very quickly and are responsible for a large share of job creation. A small fraction of high-growth young firms account for the outsized job creation by young businesses.
3. Rates of new business formation (startups) have been declining in the U.S. economy, which accounts for a substantial portion of the broader decline in business dynamism and fluidity in the labor market. The decline in
Anatomy of the 1MC Entrepreneur and Startup. Our findings came from a survey of 1MC founders from across the country. We received responses from 605 entrepreneurs coming from 58 cities. We asked 20+ questions about themselves (founder) and their startup.
Startup Activity in America -- A Look at Startup Policy and the Kauffman IndexArnobio Morelix
There’s good news for the nation’s startup activity in 2016, according to the 2016 Kauffman Index of Startup Activity – a key economic indicator that shows new business creation, market opportunity and startup density in regions across the United States. Two years after reaching its lowest point in almost 20 years, the nation’s startup activity has rebounded, increasing for the second year in a row.
What’s happened to cause this positive change? On Aug. 31 join Jason Wiens, Kauffman Foundation policy director, and Arnobio Morelix, senior research analyst, for a webinar as they highlight key findings and explain the implications of the latest data on firm creation, such as:
- The increase in “opportunity entrepreneurship”
- Gender differences in startup activity
- Hiring and startup’s role in job creation
- How to view current startup activity in light of long-term trends
- State and metro startup economies
Building a Robust Entrepreneurial Ecosystem, Network Analysis - Presentation ...Arnobio Morelix
Think Locally, Act Locally
Building a Robust Entrepreneurial Ecosystem
by Arnobio Morelix
San Francisco, August 15, 2014
Report by: Yasuyuki Motoyama
Jared Konczal
Jordan Bell-Masterson
Arnobio Morelix
More info about:
Social Science Research Network: http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2425675
Venture Beat: http://venturebeat.com/2014/04/19/two-theses-for-building-an-entrepreneurial-ecosystem-in-your-community/
Forbes: http://www.forbes.com/sites/kauffman/2014/04/28/building-your-startup-community-lessons-from-entrepreneur-twitter-patterns/
Business Insider: http://www.businessinsider.com/empirical-support-for-the-boulder-thesis-2014-4
--
Twitter: www.twitter.com/arnobiomorelix
LinkedIn: www.linkedin.com/in/morelix
Company Profile: www.kauffman.org/who-we-are/leadership-and-associates/associates/arnobio-morelix
Personal Website: www.arnobiomorelix.com
Challenges for Women Entrepreneurs: Creating Entrepreneurial EcosystemsAlex Krause
Women challenges face additional challenges in entrepreneurship compared to men. At 2016's Global Entrepreneurship Summit (GES), Alex Krause with the Kauffman Foundation presented research on this topic. This was part of a session with Ed Steidl from Microsoft on Creating Entrepreneurial Ecosystems.
From Ingredients to RecipeIn Entrepreneurship EcosystemArnobio Morelix
Yas Motoyama, Ph.D.
Director of Research and Policy
Ewing Marion Kauffman Foundation
Presentation to C2ER (Council for Community and Economic Research) -- State Chapter
Anatomy of the 1MC Entrepreneur and Startup. Our findings came from a survey of 1MC founders from across the country. We received responses from 605 entrepreneurs coming from 58 cities. We asked 20+ questions about themselves (founder) and their startup.
Startup Activity in America -- A Look at Startup Policy and the Kauffman IndexArnobio Morelix
There’s good news for the nation’s startup activity in 2016, according to the 2016 Kauffman Index of Startup Activity – a key economic indicator that shows new business creation, market opportunity and startup density in regions across the United States. Two years after reaching its lowest point in almost 20 years, the nation’s startup activity has rebounded, increasing for the second year in a row.
What’s happened to cause this positive change? On Aug. 31 join Jason Wiens, Kauffman Foundation policy director, and Arnobio Morelix, senior research analyst, for a webinar as they highlight key findings and explain the implications of the latest data on firm creation, such as:
- The increase in “opportunity entrepreneurship”
- Gender differences in startup activity
- Hiring and startup’s role in job creation
- How to view current startup activity in light of long-term trends
- State and metro startup economies
Building a Robust Entrepreneurial Ecosystem, Network Analysis - Presentation ...Arnobio Morelix
Think Locally, Act Locally
Building a Robust Entrepreneurial Ecosystem
by Arnobio Morelix
San Francisco, August 15, 2014
Report by: Yasuyuki Motoyama
Jared Konczal
Jordan Bell-Masterson
Arnobio Morelix
More info about:
Social Science Research Network: http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2425675
Venture Beat: http://venturebeat.com/2014/04/19/two-theses-for-building-an-entrepreneurial-ecosystem-in-your-community/
Forbes: http://www.forbes.com/sites/kauffman/2014/04/28/building-your-startup-community-lessons-from-entrepreneur-twitter-patterns/
Business Insider: http://www.businessinsider.com/empirical-support-for-the-boulder-thesis-2014-4
--
Twitter: www.twitter.com/arnobiomorelix
LinkedIn: www.linkedin.com/in/morelix
Company Profile: www.kauffman.org/who-we-are/leadership-and-associates/associates/arnobio-morelix
Personal Website: www.arnobiomorelix.com
Challenges for Women Entrepreneurs: Creating Entrepreneurial EcosystemsAlex Krause
Women challenges face additional challenges in entrepreneurship compared to men. At 2016's Global Entrepreneurship Summit (GES), Alex Krause with the Kauffman Foundation presented research on this topic. This was part of a session with Ed Steidl from Microsoft on Creating Entrepreneurial Ecosystems.
From Ingredients to RecipeIn Entrepreneurship EcosystemArnobio Morelix
Yas Motoyama, Ph.D.
Director of Research and Policy
Ewing Marion Kauffman Foundation
Presentation to C2ER (Council for Community and Economic Research) -- State Chapter
The "New" Economic Development by Victor Hwang, EDA2016 Summitkauffmanfdn
Speaking at the Economic Development Administration’s 2016 national conference yesterday in Washington, D.C., Victor Hwang, Ewing Marion Kauffman Foundation Vice President of Entrepreneurship, told the gathering, “Innovation is not a place. It’s a state of mind.” Serving on a panel about how to create innovative ecosystems, Victor shared emerging lessons on how economic development leaders can change their thinking from an old mindset to one that addresses the root causes of innovation.
Our annual report finds significant numbers of startups continue to have no women in leadership, yet a growing percentage have programs in place to change that.
Entrepreneurship in Michigan and the MidwestExact Sciences
Exact Sciences CEO Kevin Conroy delivered this presentation at The Michigan Growth Capital Symposium June 17, 2014. In it, he discusses entrepreneurship in Michigan, the forgotten Michigan entrepreneur, two entrepreneurial case studies, and the lessons he's learned along the way.
Silicon Valley Bank's Startup Outlook 2018 captures perspectives from US technology and healthcare entrepreneurs on the opportunities and challenges they see ahead for startups.
US startups tell SVB they are entering 2018 with confidence:
- Nearly two of three US startups believe that 2018 will be better than last year
- The number that plan to hire is at a five-year high
- Most startups expect M&A activity to stay strong
- Venture capital remains the go-to source for future funding
Read more at http://bit.svb.com/2DLLcgZ
Chance for Change is an event led by MSLGROUP in partnership with Sciences Po. Together with Millennial leaders and speakers from some of the world’s leading companies, we will consider how young people, in their roles as consumers, workers and innovators, can lead the response to climate change.
MSLGROUP units Salterbaxter MSLGROUP and Publicis Consultants MSLGROUP have been part of a global collaboration for the event.
For more details about this initiative visit:
http://bethechance.com
https://twitter.com/bethechance
The CEO Reputation Premium: Gaining Advantage in the Engagement EraWeber Shandwick
At an event in New York City to launch The CEO Reputation Premium: Gaining Advantage in the Engagement Era, Weber Shandwick Chief Reputation Strategist Dr. Leslie Gaines-Ross presented results from the research. A panel, moderated by Fortune's Jennifer Reingold, then continued the discussion, with experts from Campbell Soup Company and PIMCO, Micho Spring, Chair, Global Corporate Practice and President, New England at Weber Shandwick and Carol Ballock, Executive Vice President, Executive Equity & Engagement Lead at Weber Shandwick, sharing insights and stories about CEO reputation. View Dr. Gaines-Ross’ presentation for her key findings from the research.
“Compete to Succeed: Investing in Women-Led Startups.” Women in STEM Summit, ...Deborah Weinswig
"Four-Quadrant Disruptors Framework is a new model of thinking that identifies four areas of opportunity for retailers and startups that serve the retail industry:” https://www.fbicgroup.com/sites/default/files/The%20Four%20Quadrant%20Disruptors%20Framework%20%20by%20Fung%20Global%20Retail%20Tech%20June%207%202016_0.pdf
The 2015 Millennial Majority Workforce: Study ResultsElance-oDesk
Millennials will be the largest generation in the U.S. workforce as of 2015. Yet businesses have a difficult time hiring members of this youngest professional generation. Disjoints abound as the nation’s workforce shifts -- millions of jobs remain unfilled while many millennials struggle to build careers. This study reveals changes in how we work, generational differences, and the critical role millennials play for businesses as we move forward.
Connecting with Today's Prospective StudentsLinkedIn
Hear the key insights and learning's from Linked's latest Education research "Connecting with Today's Prospective Students". The research throws light on some key topics including:
. The influencing factors for students when choosing where to study
. What kind of content resonates at each stage of the decision making process
. What motives students to educate overseas and why do they choose Australia
Australian Healthcare Professionals on LinkedInLinkedIn
LinkedIn Talent Solutions recently analysed its Australian healthcare members to identify where to find talent, who the top employers are and what healthcare professionals are interested in on LinkedIn.
This infographic presents a summary of the key findings of LinkedIn's Australian Healthcare Professionals Report.
The Economic Impact of Female EntrepreneursKyle Lacy
In 1999, Babson College’s Diana Project published its seminal report on the state of venture capital investments in female entrepreneurs. This report set out to examine why fewer than 5% of all ventures receiving equity financing had women on their executive teams. While antiquated logic might have left you to quickly surmise that female entrepreneurs were neither prepared nor motivated to found high-potential businesses and as a result, were not good candidates for venture capital investors, the Diana Project report actually found stark evidence to the contrary.
Women indeed had the skills, expertise and experience required to lead high-growth ventures, yet, despite their preparedness and qualifications, were consistently left behind.
Fast forward to the second iteration of the report published last year. Unlike the bleak picture the original report drew, time shifted the landscape in the favor of female leaders. While there is still much progress to be made, the 2014 report uncovered immense growth. In fact, data from the report showed that between 2011 and 2013 more than 15% of the companies receiving venture capital investment had a woman on the executive team, compared with just 5% in 1999, proving that given the chance and access to the right networks, women can command equity financing to grow their businesses. And, to further show that women can and will succeed when given the opportunity, First Round Capital discovered just this week that their investments with a female founder performed 63% better than those with all-male founding teams.
The "New" Economic Development by Victor Hwang, EDA2016 Summitkauffmanfdn
Speaking at the Economic Development Administration’s 2016 national conference yesterday in Washington, D.C., Victor Hwang, Ewing Marion Kauffman Foundation Vice President of Entrepreneurship, told the gathering, “Innovation is not a place. It’s a state of mind.” Serving on a panel about how to create innovative ecosystems, Victor shared emerging lessons on how economic development leaders can change their thinking from an old mindset to one that addresses the root causes of innovation.
Our annual report finds significant numbers of startups continue to have no women in leadership, yet a growing percentage have programs in place to change that.
Entrepreneurship in Michigan and the MidwestExact Sciences
Exact Sciences CEO Kevin Conroy delivered this presentation at The Michigan Growth Capital Symposium June 17, 2014. In it, he discusses entrepreneurship in Michigan, the forgotten Michigan entrepreneur, two entrepreneurial case studies, and the lessons he's learned along the way.
Silicon Valley Bank's Startup Outlook 2018 captures perspectives from US technology and healthcare entrepreneurs on the opportunities and challenges they see ahead for startups.
US startups tell SVB they are entering 2018 with confidence:
- Nearly two of three US startups believe that 2018 will be better than last year
- The number that plan to hire is at a five-year high
- Most startups expect M&A activity to stay strong
- Venture capital remains the go-to source for future funding
Read more at http://bit.svb.com/2DLLcgZ
Chance for Change is an event led by MSLGROUP in partnership with Sciences Po. Together with Millennial leaders and speakers from some of the world’s leading companies, we will consider how young people, in their roles as consumers, workers and innovators, can lead the response to climate change.
MSLGROUP units Salterbaxter MSLGROUP and Publicis Consultants MSLGROUP have been part of a global collaboration for the event.
For more details about this initiative visit:
http://bethechance.com
https://twitter.com/bethechance
The CEO Reputation Premium: Gaining Advantage in the Engagement EraWeber Shandwick
At an event in New York City to launch The CEO Reputation Premium: Gaining Advantage in the Engagement Era, Weber Shandwick Chief Reputation Strategist Dr. Leslie Gaines-Ross presented results from the research. A panel, moderated by Fortune's Jennifer Reingold, then continued the discussion, with experts from Campbell Soup Company and PIMCO, Micho Spring, Chair, Global Corporate Practice and President, New England at Weber Shandwick and Carol Ballock, Executive Vice President, Executive Equity & Engagement Lead at Weber Shandwick, sharing insights and stories about CEO reputation. View Dr. Gaines-Ross’ presentation for her key findings from the research.
“Compete to Succeed: Investing in Women-Led Startups.” Women in STEM Summit, ...Deborah Weinswig
"Four-Quadrant Disruptors Framework is a new model of thinking that identifies four areas of opportunity for retailers and startups that serve the retail industry:” https://www.fbicgroup.com/sites/default/files/The%20Four%20Quadrant%20Disruptors%20Framework%20%20by%20Fung%20Global%20Retail%20Tech%20June%207%202016_0.pdf
The 2015 Millennial Majority Workforce: Study ResultsElance-oDesk
Millennials will be the largest generation in the U.S. workforce as of 2015. Yet businesses have a difficult time hiring members of this youngest professional generation. Disjoints abound as the nation’s workforce shifts -- millions of jobs remain unfilled while many millennials struggle to build careers. This study reveals changes in how we work, generational differences, and the critical role millennials play for businesses as we move forward.
Connecting with Today's Prospective StudentsLinkedIn
Hear the key insights and learning's from Linked's latest Education research "Connecting with Today's Prospective Students". The research throws light on some key topics including:
. The influencing factors for students when choosing where to study
. What kind of content resonates at each stage of the decision making process
. What motives students to educate overseas and why do they choose Australia
Australian Healthcare Professionals on LinkedInLinkedIn
LinkedIn Talent Solutions recently analysed its Australian healthcare members to identify where to find talent, who the top employers are and what healthcare professionals are interested in on LinkedIn.
This infographic presents a summary of the key findings of LinkedIn's Australian Healthcare Professionals Report.
The Economic Impact of Female EntrepreneursKyle Lacy
In 1999, Babson College’s Diana Project published its seminal report on the state of venture capital investments in female entrepreneurs. This report set out to examine why fewer than 5% of all ventures receiving equity financing had women on their executive teams. While antiquated logic might have left you to quickly surmise that female entrepreneurs were neither prepared nor motivated to found high-potential businesses and as a result, were not good candidates for venture capital investors, the Diana Project report actually found stark evidence to the contrary.
Women indeed had the skills, expertise and experience required to lead high-growth ventures, yet, despite their preparedness and qualifications, were consistently left behind.
Fast forward to the second iteration of the report published last year. Unlike the bleak picture the original report drew, time shifted the landscape in the favor of female leaders. While there is still much progress to be made, the 2014 report uncovered immense growth. In fact, data from the report showed that between 2011 and 2013 more than 15% of the companies receiving venture capital investment had a woman on the executive team, compared with just 5% in 1999, proving that given the chance and access to the right networks, women can command equity financing to grow their businesses. And, to further show that women can and will succeed when given the opportunity, First Round Capital discovered just this week that their investments with a female founder performed 63% better than those with all-male founding teams.
Marketers are increasingly struggling to generate sales ready leads and demonstrate the real business value of their work.
In this presentation, you'll learn how to implement a marketing strategy that generates high quality leads and demonstrates an ROI on your activity, showing the real business value of the marketing unit.
Declining Entrepreneurship and Business Dynamism in the United StatesIan Hathaway
This presentation covers the fairly recent discovery of declining business dynamism and new firm formation in the United States, occurring over a three-decade period in essentially all corners of the economy. It was delivered to an audience at the OECD's Directorate for Science, Technology and Innovation in Paris.
This report highlights the state of small businesses around the globe, covering countries like United States, India, Malaysia, Singapore, Australia, Germany, New Zealand, South Africa, Brazil, Colombia, Netherlands and many more. It could give a global perspective of the importance of Small and Medium Enterprises for the world economy, and good examples like Singapore and Dubai, UAE have created a well-defined ecosystem to support this economic group.
Institute small-business-payroll-reportFTSA Academy
Conclusion and Implications
Small businesses are responsible for approximately half of all job creation in the United States and are therefore a critical element of the
US economy. This report provides a new lens on typical small business payroll outflows, their growth, and their volatility. We summarize
key conclusions and implications here:
Business Dynamism and Entrepreneurship: Changing Patterns in 21stCentury - Jo...OECD CFE
Presentation by John Haltiwanger, Professor of Economics, University of Maryland, USA at the 17th OECD Spatial Productivity Lab webinar held on 14 September 2022.
More info https://oe.cd/spl
5 most expensive mistakes companies make when trying to grow their company.ikealu7
5 most expensive mistakes companies make when trying to grow their company. Includes relavant information on the economy, business, and consulting in the Project Management Space.
Central Institute for Economic Management (CIEM) and UNU-WIDER co-organized a seminar to present and discuss the findings of the 2015 Small and Medium Enterprises Survey.
Presentation by: Kasper Brandt, John Rand, Smriti
Sharma, Finn Tarp, and Neda Trifkovic
Top 10 small business trends for 2009 from Emergent Research. Includes economic, demographic and technology trends and shifts.
Presentation more detailed than live version to make it more self-explanatory
Bigger is always better, right? Not always, especially in the world of business. The biggest challenge facing companies today is not how to continue growing, but how to grow profitably. We take a look at a few key things that separate those that simply grow and those that grow profitably.
0x01 - Newton's Third Law: Static vs. Dynamic AbusersOWASP Beja
f you offer a service on the web, odds are that someone will abuse it. Be it an API, a SaaS, a PaaS, or even a static website, someone somewhere will try to figure out a way to use it to their own needs. In this talk we'll compare measures that are effective against static attackers and how to battle a dynamic attacker who adapts to your counter-measures.
About the Speaker
===============
Diogo Sousa, Engineering Manager @ Canonical
An opinionated individual with an interest in cryptography and its intersection with secure software development.
Acorn Recovery: Restore IT infra within minutesIP ServerOne
Introducing Acorn Recovery as a Service, a simple, fast, and secure managed disaster recovery (DRaaS) by IP ServerOne. A DR solution that helps restore your IT infra within minutes.
Have you ever wondered how search works while visiting an e-commerce site, internal website, or searching through other types of online resources? Look no further than this informative session on the ways that taxonomies help end-users navigate the internet! Hear from taxonomists and other information professionals who have first-hand experience creating and working with taxonomies that aid in navigation, search, and discovery across a range of disciplines.
This presentation by Morris Kleiner (University of Minnesota), was made during the discussion “Competition and Regulation in Professions and Occupations” held at the Working Party No. 2 on Competition and Regulation on 10 June 2024. More papers and presentations on the topic can be found out at oe.cd/crps.
This presentation was uploaded with the author’s consent.
This presentation, created by Syed Faiz ul Hassan, explores the profound influence of media on public perception and behavior. It delves into the evolution of media from oral traditions to modern digital and social media platforms. Key topics include the role of media in information propagation, socialization, crisis awareness, globalization, and education. The presentation also examines media influence through agenda setting, propaganda, and manipulative techniques used by advertisers and marketers. Furthermore, it highlights the impact of surveillance enabled by media technologies on personal behavior and preferences. Through this comprehensive overview, the presentation aims to shed light on how media shapes collective consciousness and public opinion.
Sharpen existing tools or get a new toolbox? Contemporary cluster initiatives...Orkestra
UIIN Conference, Madrid, 27-29 May 2024
James Wilson, Orkestra and Deusto Business School
Emily Wise, Lund University
Madeline Smith, The Glasgow School of Art
Getting started with Amazon Bedrock Studio and Control Tower
Startups 2015
1. Startups in the U.S.
Remarks By John Haltiwanger
University of Maryland
September 2015
1
Without implication this presentation draws heavily on joint work with
Steven Davis, Ryan Decker, Ron Jarmin and Javier Miranda
5. 0
0.05
0.1
0.15
0.2
Firm Age
Up or Out Dynamics of Young U.S. Firms
Net Employment Growth (Continuing Firms) Job Destruction from Exit
Most startups fail. But conditional on survival they are the
fastest growing firms.
5
6. It is a small fraction of high growth young firms that accounts for
the high mean growth of surviving young firms.
-0.6
-0.4
-0.2
0
0.2
0.4
0.6
0.8
1
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16+
Firm Age
Distribution of Firm Growth Rates
Median 10th/90th Percentile
High Growth Young Firms are also high in the Productivity/Innovation Distribution.
6
7. 0
10
20
30
40
50
60
Startups High Growth Existing Firms
Startups and High Growth (Annual Growth>25 percent) Existing Firms
Disproportionately Create Jobs, U.S. Private Sector
Share of Firms Share of Job Creation
Source: Tabulations from Firm-Level Data Used in Haltiwanger, Jarmin and Miranda (2011)
High Growth Firms are disproportionately young
7
8. Startup Rate in Nonfarm Private Sector, 1981-2012
Share of Employment for Young Firms,
1981-2012, Nonfarm Private Sector
0.06
0.07
0.08
0.09
0.1
0.11
0.12
0.13
0.14
1981
1983
1985
1987
1989
1991
1993
1995
1997
1999
2001
2003
2005
2007
2009
2011
Startup Rate
Exit Rate
0.06
0.08
0.1
0.12
0.14
0.16
0.18
0.2
1981
1983
1985
1987
1989
1991
1993
1995
1997
1999
2001
2003
2005
2007
2009
2011
Declining Entrepreneurship Accompanies
and “Accounts” for Substantial Fraction of
the Decline in Measures of Business
Dynamism and Labor Market Fluidity
Given the importance of startups
and high growth young firms for
job creation and productivity, the
decline in startups is a source of
potential concern.
8
9. The Decline in Startups is Linked to a Broader Decline
in Labor Market Fluidity in the U.S.
Source: BLS BED and JOLTS DATA
8.0
13.0
18.0
23.0
28.0
33.0
1990
1991
1992
1993
1994
1995
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
2010
2011
2012
2013
2014
2015
Worker Reallocation (H+S)
"Excess" Churning (H-JC=S-JD)
Job Reallocation (JC+JD)
Labor market fluidity contributes to productivity and wage growth
9
10. 0
5
10
15
20
25
30 Manufacturing
Retail
Information
FIRE
Services
Economywide
Figure 4 from Decker, Haltiwanger, Jarmin and Miranda (2015)
Share of Employment at Young (Age<5) Firms in Selected Sectors
Some of the decline in startups has been in
sectors like Retail Trade reflecting a change
in the Business Model towards large, national chains
Key innovative sectors like Information
have declines in startups post 2000
10
11. The Acceleration of the Decline Post-2000 in Business Dynamism
Due to Decline in Upper Tail of Firm Growth Rates
Showing HP Trends
10
15
20
25
30
35
40 90-50 All firms
50-10 All firms
11
12. 10
15
20
25
30
35
40 All firms
This is also evident in an an acceleration of the decline in High
Growth Firms in the post 2000 period
90th Percentile
12
13. 0
10
20
30
40
50
60
70
90-50 Young
50-10 Young
90-50 Old
50-10 Old
Decline in High Growth Firms is Both Composition Effect (fewer young firms)
And Decline in High Growth Amongst Young Firms (again especially post 2000)
13
14. 30
35
40
45
50
55
60
65
1979
1981
1983
1985
1987
1989
1991
1993
1995
1997
1999
2001
2003
2005
2007
2009
2011
90-10 Gap for High Tech shows sharp decline post 2000
0
5
10
15
20
25
30
35
1979
1981
1983
1985
1987
1989
1991
1993
1995
1997
1999
2001
2003
2005
2007
2009
2011
90-50 Tech
50-10 Tech
Sharp Decline in 90-50 vs. 50-10 post
2000
High Tech Sector Exhibits Rising
Dispersion and Skewness in 1990s
and then Sharp Declines Post 2000.
High Tech sector has decline in
high growth activity in post 2000
period
14