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Office of the Chief EconomistOffice of the Chief EconomistOffice of the Chief Economist
Telling macro stories about
productivity from micro data
Mark Cully
Chief Economist
June 2019
2
A long run perspective on growth
GDP per capita, real wages and productivity, Australia and US, 1966 to 2016
Source: Derived from national accounts and price indices.
Notes: Hourly earnings is compensation of employees per hour worked, deflated by CPI.
60
80
100
120
140
160
180
Index(1991=100)
Australia
Labour productivity GDP per capita Hourly earnings
60
80
100
120
140
160
180
Index(1991=100)
United States
3
A big divergence opens up
Growth in Australian real wages and productivity relative to the US, 1966 to 2016
Source: Derived from national accounts and price indices.
Notes: Hourly earnings is compensation of employees per hour worked, deflated by CPI.
70
80
90
100
110
120
130
1966 1971 1976 1981 1986 1991 1996 2001 2006 2011 2016
Index(1991=100)
Labour productivity Real hourly wage
4
Australiaโ€™s productivity performance has been
mediocre
Multifactor productivity annual growth rates,
1975-76 to 2017-18, per cent
Source: Productivity Commission (2019), PC Productivity Bulletin โ€” May 2019
Aggregate labour productivity annual growth
rates, 1975-76 to 2017-18, per cent
5
Business investment declining
Outside mining, capital and R&D investment both fell away after GFC and have not recovered
โ€ขBusiness expenditure on R&D
(mining vs non-mining), 2000โ€“01 to 2015โ€“16
โ€ขSource: ABS (2019), National Accounts, Cat. No. 5206.0 โ€ขNotes: In 2011โ€“12 data moved to collection on a biennial basis
Source: ABS (2019), Research and Experimental Development,
Businesses, Australia, Cat. No. 8104.0, ABS (2019), National
Accounts, Cat. No. 5204.0
โ€ขPrivate business investment
(mining vs non-mining), 2001 to 2017
0.0
0.2
0.4
0.6
0.8
1.0
1.2
2000-01 2002-03 2004-05 2006-07 2008-09 2010-11 2013-14
(biennial)
PercentofGDP
Non-mining Mining
6
What is BLADE?
7
Payoff to R&D varies by intensity
Firms with highest R&D intensity enjoy stronger returns
Impact of R&D intensity on turnover growth by quantile, 2001โ€“02 to 2012โ€“13
Source: Majeed, O. et. al. (2018), What drives high-growth? Characteristics of Australian firms
8
Payoff to exporting
Performance
indicators
Growth in the first group over and above the second group
(percentage points)
Continuous exporter
vs non-exporter
Continuous exporter
vs switcher
Switcher vs non-
exporter
Employment 0.6 0.5 โ€“
Value-added 3.9 1.7 โ€“
Labour
productivity 6.3 2.3 1.2
Average wage
7.4 3.1 1.3
Capital
expenditure 1.2 1.1 0.3
Average annual growth differentials by export status 2004โ€“05 to 2013โ€“14
Notes: โ€˜โ€“โ€™ denotes statistically insignificant estimates.
Source: Tuhin, R. & Swanepoel, A. (2016) Export behaviour and business performance: Evidence from Australian microdata
9
Payoff to management capability
Firms with strategic management focus have highest productivity levels across all size groups
Labour productivity and management capability by firm size, 2015โ€“16
Source: Moran, I. et. al. (2018), Strategic management in Australian firms
60
70
80
90
100
110
120
130
10 100 1000
LabourProductvity($'000s)
Employment
Low Engagement Ad hoc Narrow-Focus Strategic
industry.gov.au
10
Follow us @economist_chief
ChiefEconomist@industry.gov.auEmail:

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Telling macro stories about productivity from micro data

  • 1. 1 Office of the Chief EconomistOffice of the Chief EconomistOffice of the Chief Economist Telling macro stories about productivity from micro data Mark Cully Chief Economist June 2019
  • 2. 2 A long run perspective on growth GDP per capita, real wages and productivity, Australia and US, 1966 to 2016 Source: Derived from national accounts and price indices. Notes: Hourly earnings is compensation of employees per hour worked, deflated by CPI. 60 80 100 120 140 160 180 Index(1991=100) Australia Labour productivity GDP per capita Hourly earnings 60 80 100 120 140 160 180 Index(1991=100) United States
  • 3. 3 A big divergence opens up Growth in Australian real wages and productivity relative to the US, 1966 to 2016 Source: Derived from national accounts and price indices. Notes: Hourly earnings is compensation of employees per hour worked, deflated by CPI. 70 80 90 100 110 120 130 1966 1971 1976 1981 1986 1991 1996 2001 2006 2011 2016 Index(1991=100) Labour productivity Real hourly wage
  • 4. 4 Australiaโ€™s productivity performance has been mediocre Multifactor productivity annual growth rates, 1975-76 to 2017-18, per cent Source: Productivity Commission (2019), PC Productivity Bulletin โ€” May 2019 Aggregate labour productivity annual growth rates, 1975-76 to 2017-18, per cent
  • 5. 5 Business investment declining Outside mining, capital and R&D investment both fell away after GFC and have not recovered โ€ขBusiness expenditure on R&D (mining vs non-mining), 2000โ€“01 to 2015โ€“16 โ€ขSource: ABS (2019), National Accounts, Cat. No. 5206.0 โ€ขNotes: In 2011โ€“12 data moved to collection on a biennial basis Source: ABS (2019), Research and Experimental Development, Businesses, Australia, Cat. No. 8104.0, ABS (2019), National Accounts, Cat. No. 5204.0 โ€ขPrivate business investment (mining vs non-mining), 2001 to 2017 0.0 0.2 0.4 0.6 0.8 1.0 1.2 2000-01 2002-03 2004-05 2006-07 2008-09 2010-11 2013-14 (biennial) PercentofGDP Non-mining Mining
  • 7. 7 Payoff to R&D varies by intensity Firms with highest R&D intensity enjoy stronger returns Impact of R&D intensity on turnover growth by quantile, 2001โ€“02 to 2012โ€“13 Source: Majeed, O. et. al. (2018), What drives high-growth? Characteristics of Australian firms
  • 8. 8 Payoff to exporting Performance indicators Growth in the first group over and above the second group (percentage points) Continuous exporter vs non-exporter Continuous exporter vs switcher Switcher vs non- exporter Employment 0.6 0.5 โ€“ Value-added 3.9 1.7 โ€“ Labour productivity 6.3 2.3 1.2 Average wage 7.4 3.1 1.3 Capital expenditure 1.2 1.1 0.3 Average annual growth differentials by export status 2004โ€“05 to 2013โ€“14 Notes: โ€˜โ€“โ€™ denotes statistically insignificant estimates. Source: Tuhin, R. & Swanepoel, A. (2016) Export behaviour and business performance: Evidence from Australian microdata
  • 9. 9 Payoff to management capability Firms with strategic management focus have highest productivity levels across all size groups Labour productivity and management capability by firm size, 2015โ€“16 Source: Moran, I. et. al. (2018), Strategic management in Australian firms 60 70 80 90 100 110 120 130 10 100 1000 LabourProductvity($'000s) Employment Low Engagement Ad hoc Narrow-Focus Strategic