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Michael Anyadike-Danes;
Mark Hart and Karen Bonner
Presentation to Research Showcase
20th June 2017
Business Population Dynamics – A Primer
• Three things we need to remember as we seek to
understand the drivers of small firm growth:
– Churn
– Age
– Size
Churn
• UK business population is in a constant state of flux.
• Each year around 250,000 firms are born and just over
200,000 die.
• So the population (currently just over 1.8 million) typically
grows a little, but underlying that growth are much larger
inflows and outflows of firms.
Age
• The most important factor conditioning firm performance is
age.
• Of the quarter of a million firms born in a particular year,
more than 80% are dead by age 10.
• Not only does survival depend critically on age, but growth in
jobs does too.
• By age 10 a relatively small proportion of the surviving firms
have grown, most that have grown have not grown very
much, and most of those that do grow at all do so in their first
five years.
Size
• Of the quarter of a million firms born in a particular year
around 90% have less than five employees.
• ….and around 85% of 10 year survivors still have less than 5
employees.
• However, size does have some effect: very small firms do grow
a little faster than larger firms, but have slightly worse
chances of surviving.
Job Creation and Destruction Update
A Reminder
• The proposition that a relatively large proportion of job creation is
attributable to a relatively small proportion of job creating firms has
been discussed now for more than 40 years.
• A variety of approaches have been taken to tackling the calculations
required, but in recent years HGFs (as defined by the OECD), seem
to have attracted the most attention.
• By construction HGFs are very likely to display ’disproportionality’:
they are relatively large (ten or more employees, so in the top 10%
of the firm size distribution), and grow relatively rapidly over a short
period of time.
• But considering HGFs alone represents a rather ’lopsided’ approach
to the job creation question because it simply ignores the potential
contribution of rapidly growing, relatively small, firms.
Closer look at OECD HGF metric
• Some ‘mechanics’ underlying the
OCED High-Growth Firm
definition:
– Need to take a longer time
perspective
– 37% scaling for the first time in
2012-15: so 63% were categorised
as a HGFs in previous periods -
some first scaled long ago (pre-
1998)
– chance of another scaling declines
dramatically with time since first
scale-up
– NESTA Vital 6% in 2005-08 – 40%
had exited the market by 2016!!
ERC Analysis of UK Firm Growth – OECD HGF
employment definition – updated to 2016
HGFs Revisited
• ONS data (longitudinal BSD) on the 15 year survivors of four
cohorts of UK firms (1998; 1999; 2000; 2001).
• We focus on two quite distinct, and readily identifiable,
groups of high performance firms. These are:
– high-growth firms (HGFs) – firms with ten or more employees,
which grow 20% or more on average over three years (72.8%
over a three year period) – the official OECD definition of a HGF;
– small high-growth firms (SHGFs) – firms with less than ten jobs
which add eight or more in a three year period – an official
variation of the OCED definition developed in the US.
ERC Local Growth Dashboard: HGFs and Small
HGFs (2013-16)
Taking this further…
• These two groups of firms also provide raw material for the
study of firm growth more generally, and provide some insight
into the relationship between firm growth, firm age, and firm
size.
• We seek to make progress on a notoriously intractable
problem – understanding firm growth – by using two key
simplifications:
– the microenterprise/larger firm distinction built into the SHGF/HGF
definitions;
– and the three year growth period which helps to render manageable
the extraordinarily distributed year-to-year variation in firm growth.
Data Analysis
• High performing firms are identified by their exceptional job
growth over 3-year growth periods.
• We count the numbers of SHGFs and HGFs born in each of the
12 (overlapping) 3- year growth periods between birth and
age 15.
• There are about four times as many SHGFs than HGFs born in
each growth period.
Job Creation
• Each group contributed about 40% of job creation (hence
80%).
• Whilst 80% of job creation is equally split between SHGFs and
HGFs, the contribution of high performing firms to job
creation is disproportionate:
– SHGFs are about 20% of job creating firms and create 40%
of jobs;
– HGFs also create 40% of jobs but are just 5% of job
creating firms.
Job Creation (‘000s) – SHGF and
HGF (log scale)
• At age 15 SHGF and HGF job
creation numbers are roughly
equal
• Slope is a visual representation of
the growth of job creation.
• Impact of first growth period very
noticeable – 1-4 – after which
growth moderates considerably
• Shows the connection between
the rate of growth of jobs (slope)
and the increase in the number
of jobs – between birth and age 4
c50,000 jobs are added – same as
over the next decade but at a
slower rate.
Thank you!
Questions and comments?
More information at http://enterpriseresearch.ac.uk/
Contact us about this research: Mark Hart mark.hart@aston.ac.uk
This work reflects the joint effort by the research team of the ERC,
including Michael Anyadike-Danes, Karen Bonner and Mark Hart.
This work contains statistical data from ONS which is Crown Copyright. The use of these data does not imply the
endorsement of the data owner or the UK Data Service at the UK Data Archive in relation to the interpretation or analysis of
the data. This work uses research datasets which may not exactly reproduce National Statistics aggregates.

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Project 9 presentation . Research Showcase. June 2017

  • 1. Michael Anyadike-Danes; Mark Hart and Karen Bonner Presentation to Research Showcase 20th June 2017
  • 2. Business Population Dynamics – A Primer • Three things we need to remember as we seek to understand the drivers of small firm growth: – Churn – Age – Size
  • 3. Churn • UK business population is in a constant state of flux. • Each year around 250,000 firms are born and just over 200,000 die. • So the population (currently just over 1.8 million) typically grows a little, but underlying that growth are much larger inflows and outflows of firms.
  • 4. Age • The most important factor conditioning firm performance is age. • Of the quarter of a million firms born in a particular year, more than 80% are dead by age 10. • Not only does survival depend critically on age, but growth in jobs does too. • By age 10 a relatively small proportion of the surviving firms have grown, most that have grown have not grown very much, and most of those that do grow at all do so in their first five years.
  • 5. Size • Of the quarter of a million firms born in a particular year around 90% have less than five employees. • ….and around 85% of 10 year survivors still have less than 5 employees. • However, size does have some effect: very small firms do grow a little faster than larger firms, but have slightly worse chances of surviving.
  • 6. Job Creation and Destruction Update
  • 7. A Reminder • The proposition that a relatively large proportion of job creation is attributable to a relatively small proportion of job creating firms has been discussed now for more than 40 years. • A variety of approaches have been taken to tackling the calculations required, but in recent years HGFs (as defined by the OECD), seem to have attracted the most attention. • By construction HGFs are very likely to display ’disproportionality’: they are relatively large (ten or more employees, so in the top 10% of the firm size distribution), and grow relatively rapidly over a short period of time. • But considering HGFs alone represents a rather ’lopsided’ approach to the job creation question because it simply ignores the potential contribution of rapidly growing, relatively small, firms.
  • 8. Closer look at OECD HGF metric • Some ‘mechanics’ underlying the OCED High-Growth Firm definition: – Need to take a longer time perspective – 37% scaling for the first time in 2012-15: so 63% were categorised as a HGFs in previous periods - some first scaled long ago (pre- 1998) – chance of another scaling declines dramatically with time since first scale-up – NESTA Vital 6% in 2005-08 – 40% had exited the market by 2016!! ERC Analysis of UK Firm Growth – OECD HGF employment definition – updated to 2016
  • 9. HGFs Revisited • ONS data (longitudinal BSD) on the 15 year survivors of four cohorts of UK firms (1998; 1999; 2000; 2001). • We focus on two quite distinct, and readily identifiable, groups of high performance firms. These are: – high-growth firms (HGFs) – firms with ten or more employees, which grow 20% or more on average over three years (72.8% over a three year period) – the official OECD definition of a HGF; – small high-growth firms (SHGFs) – firms with less than ten jobs which add eight or more in a three year period – an official variation of the OCED definition developed in the US.
  • 10. ERC Local Growth Dashboard: HGFs and Small HGFs (2013-16)
  • 11. Taking this further… • These two groups of firms also provide raw material for the study of firm growth more generally, and provide some insight into the relationship between firm growth, firm age, and firm size. • We seek to make progress on a notoriously intractable problem – understanding firm growth – by using two key simplifications: – the microenterprise/larger firm distinction built into the SHGF/HGF definitions; – and the three year growth period which helps to render manageable the extraordinarily distributed year-to-year variation in firm growth.
  • 12. Data Analysis • High performing firms are identified by their exceptional job growth over 3-year growth periods. • We count the numbers of SHGFs and HGFs born in each of the 12 (overlapping) 3- year growth periods between birth and age 15. • There are about four times as many SHGFs than HGFs born in each growth period.
  • 13. Job Creation • Each group contributed about 40% of job creation (hence 80%). • Whilst 80% of job creation is equally split between SHGFs and HGFs, the contribution of high performing firms to job creation is disproportionate: – SHGFs are about 20% of job creating firms and create 40% of jobs; – HGFs also create 40% of jobs but are just 5% of job creating firms.
  • 14. Job Creation (‘000s) – SHGF and HGF (log scale) • At age 15 SHGF and HGF job creation numbers are roughly equal • Slope is a visual representation of the growth of job creation. • Impact of first growth period very noticeable – 1-4 – after which growth moderates considerably • Shows the connection between the rate of growth of jobs (slope) and the increase in the number of jobs – between birth and age 4 c50,000 jobs are added – same as over the next decade but at a slower rate.
  • 15. Thank you! Questions and comments? More information at http://enterpriseresearch.ac.uk/ Contact us about this research: Mark Hart mark.hart@aston.ac.uk This work reflects the joint effort by the research team of the ERC, including Michael Anyadike-Danes, Karen Bonner and Mark Hart. This work contains statistical data from ONS which is Crown Copyright. The use of these data does not imply the endorsement of the data owner or the UK Data Service at the UK Data Archive in relation to the interpretation or analysis of the data. This work uses research datasets which may not exactly reproduce National Statistics aggregates.