Productivity: meaning, measurement and
management beyond the frontier
Carol Stanfield
Contents: two ERC Research Reports
• Understanding value added per employee in six UK sectors: The
insiders’ view
• What drives productivity growth behind the frontier?
• Conclusions and implications
Explaining the productivity puzzle
• OECD – Frontier firms leading the way/low tech diffusion
• Haldane – long tails
• Factors which have helped explain productivity in the past are becoming less
relevant
• UK research: Rigidities in between-sector resource allocations; within sector
competitiveness; intra-firm factors
• Riley (2018): productivity slowdown in sectors which experienced strongest
growth pre-recession; more than half labour productivity gap is accounted for in
small number of sectors
• Why?
• Interviews with leading businesses/industry bodies in oil and gas, beverages,
pharma, transport manufacture, finance, insurance.
Structural explanations of productivity
Language and metrics
• Businesses don’t use the language or the metrics of productivity
Productivity metric is longer term: business focussed on short term
Productivity is outside their control: efficiency (resource, asset, labour) is in
their control
Other metrics matter – e.g. delivery schedules
Drivers of ‘productivity’/efficiency
Internal Factors
Technology
Management and leadership
Innovation
External factors
Competition
Regulation
Commodity prices
Tax regimes
Patents
All subject to
sector nuances
Learning from the best SMEs
• Productivity growth is significantly more rapid among ‘frontier’ firms
in the top decile of the productivity distribution.
• Usually large firms
• What about smaller firms ‘behind the frontier’?
Are most productive SMEs also fastest
growing? E.g. Manufacturing
Again, the usual suspects don’t apply…
Complex interplay of factors in SMEs
Leader
Product
and Market
Customer
focussed
innovation
Investment
Operational
management
Valuing staff
Government
activity
Reactive, responsive
Strategic, tactical
Data driven, routinised
Performance
culture
Market
conditions
Autonomy, agility
All subject to
sector nuances
Conclusions and Implications for Government
• Increasingly complex productivity puzzle
• Good practice can happen in small firms too – esp. where learning from big
firms
• Bridge the language and priority divide – is it always possible?
• Awareness and acknowledgement of Government influence on the
external sphere
• Government procurement influences firm behaviour and practice
• Importance of management and leadership ‘getting through’ but acted
upon? Why not?
• But insufficient on its own
Thank you
For further details please visit :
www.enterpriseresearch.ac.uk
@ERC_Uk
ERC Funded by

Ml and productivity

  • 1.
    Productivity: meaning, measurementand management beyond the frontier Carol Stanfield
  • 2.
    Contents: two ERCResearch Reports • Understanding value added per employee in six UK sectors: The insiders’ view • What drives productivity growth behind the frontier? • Conclusions and implications
  • 3.
    Explaining the productivitypuzzle • OECD – Frontier firms leading the way/low tech diffusion • Haldane – long tails • Factors which have helped explain productivity in the past are becoming less relevant • UK research: Rigidities in between-sector resource allocations; within sector competitiveness; intra-firm factors • Riley (2018): productivity slowdown in sectors which experienced strongest growth pre-recession; more than half labour productivity gap is accounted for in small number of sectors • Why? • Interviews with leading businesses/industry bodies in oil and gas, beverages, pharma, transport manufacture, finance, insurance.
  • 4.
  • 5.
    Language and metrics •Businesses don’t use the language or the metrics of productivity Productivity metric is longer term: business focussed on short term Productivity is outside their control: efficiency (resource, asset, labour) is in their control Other metrics matter – e.g. delivery schedules
  • 6.
    Drivers of ‘productivity’/efficiency InternalFactors Technology Management and leadership Innovation External factors Competition Regulation Commodity prices Tax regimes Patents All subject to sector nuances
  • 7.
    Learning from thebest SMEs • Productivity growth is significantly more rapid among ‘frontier’ firms in the top decile of the productivity distribution. • Usually large firms • What about smaller firms ‘behind the frontier’?
  • 8.
    Are most productiveSMEs also fastest growing? E.g. Manufacturing
  • 9.
    Again, the usualsuspects don’t apply…
  • 10.
    Complex interplay offactors in SMEs Leader Product and Market Customer focussed innovation Investment Operational management Valuing staff Government activity Reactive, responsive Strategic, tactical Data driven, routinised Performance culture Market conditions Autonomy, agility All subject to sector nuances
  • 11.
    Conclusions and Implicationsfor Government • Increasingly complex productivity puzzle • Good practice can happen in small firms too – esp. where learning from big firms • Bridge the language and priority divide – is it always possible? • Awareness and acknowledgement of Government influence on the external sphere • Government procurement influences firm behaviour and practice • Importance of management and leadership ‘getting through’ but acted upon? Why not? • But insufficient on its own
  • 12.
    Thank you For furtherdetails please visit : www.enterpriseresearch.ac.uk @ERC_Uk ERC Funded by