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The impact of sustainability on innovations
and firm‘s performance


European Economic and Social Committee
Labour Market Observatory

Hearing on                               Andreas Crimmann
"Innovative workplaces as a source of
productivity and quality jobs"


Brussels, December 15, 2010
Agenda

1.   The MINO-Project
2.   Determinants of Innovations
3.   Impacts of Innovations
4.   Conclusion




                                   2
Agenda

1.   The MINO-Project
2.   Determinants of Innovations
3.   Impacts of Innovations
4.   Conclusion




                                   3
Organisational model


Environment:     Innovation capability                Innovation
   markets,
technologies,
 institutions
                    Flexibility/Stability




                  Working and employment conditions
                Employees




                                                                     4
Agenda

1.   The MINO-Project
2.   Determinants of Innovations
3.   Impacts of Innovations
4.   Conclusion




                                   5
Determinants of Innovations

 Hypothesis: higher innovation capability is (i.a.) a function of
  working and employment conditions
 Model: Probit estimation of determinants of product and process
  innovations 2002/03 and 2005/06
 Data: Representative survey data for Germany of the IAB
  Establishment Panel

 References: Crimmann/Evers: Determinants of Innovations: The
  impacts of working and employment conditions, WISO – special
  edition, Linz (to be released in 2011)


                                                                     6
Good working and employment conditions

 Indicators
      Equal opportunity measures
      Measures for older workers
      Firm providing (apprenticeship) training
      Firm supports or offers further vocational training
      Wage above the collectively agreed scale
      Profit sharing
      Works council



                                                             7
Share of Innovatory Establishments in 2007
        Establishments without...
        Establishments with...

                 Equal opportunity measures            43                    67



                  Measures for older workers            42               63



                                            Training         35    52



Wage above the collectively agreed scale               45         48



                         Works or staff council        44               59


     Source: IAB-Establishment Panel 2008
  Quelle: IAB-Betriebspanel 2008


                                                                                  8
Determinants of Innovations
                                                                                                 Model I                 Model II        Model III
                                                                                                 Product                 Product           Process
                                                                                               innovations             innovations       innovations
                                                                                               2002/2003               2005/2006         2005/2006
  Characteristics of establishments
  R&D in the establishment (1=yes)                                                               0.2977***                0.2387***        0.1503***
  Innovations intended, but not carried out (1=yes)                                              0.2337***                0.3285***        0.3288***
  Investments in information and communication technology (1=yes)                                0.0509*                  0.0209           0.0525**
  Investments in production facilities, office equipment (1=yes)                                 0.0578**                 0.0498**         0.0424**
  Branch establishment (1=yes)                                                                   0.1040***               -0.0188           0.0091
  West Germany (1=yes)                                                                           0.0145                  -0.0273           0.0421
  Share of highly skilled employees                                                              0.0243                   0.1234*         -0.0121
  Share of part-time employees                                                                  -0.1333**                -0.0584           0.0257
  Indicators of sustainability
  Equal opportunity measures (1=yes)                                                             0.0261                   0.0899***        0.1076***
  Measures for older workers (1=yes)                                                            -0.0043                   0.1123***        0.0499**
  Apprenticeship training (1=yes)                                                                0.1251***                0.0899***        0.0243
  Firm providing further vocational training (1=yes)                                             0.0509*                  0.0597***        0.0375*
  Wage above the collectively agreed scale (1=yes)                                               0.0382                   0.0669***        0.0411**
  Profit sharing (1=yes)                                                                         0.0777***                0.0606**         0.0496**
  Works or staff council (1=yes)                                                                 0.0003                  -0.0324           0.0032
  Control Variables
  Firm size (number of employees)                                                                        ***                     ***              ***
  Principal shareholder                                                                                  ***                     ***              ***
  Industrial sectors                                                                                     ***                     ***              ***
  Likelihood-Ratio-Test (χ2)                                                                      638.57***               640.55***        623.61***
  Pseudo-R2                                                                                         0.23                    0.22             0.20
  Number of Cases                                                                                  2663                    3018             3016
                   */**/*** shows significance on the 10/5/1 %-level. Marginal effects with heteroscedastticty-robust standard errors.
                   Source: IAB Establishment panel 2001-2007                                                                                            9
Agenda

1.   The MINO-Project
2.   Determinants of Innovations
3.   Impacts of Innovations
4.   Conclusion




                                   10
Impacts of Innovations

 Hypothesis: (product) innovations increase firm
  performance
 Method: Propensity-Score-Matching
    Estimation of the propensity score:
     Determinants of innovations in 2002/03 (Treatment)
    NN-Matching: Comparison of firm performance of „statistical
     twins“
 Data: IAB-Establishment Panel 2001-2009


                                                                   11
Dependent Variables (Matching)

 Annual average growth rates of performance indicators:
  (2004 – 2008 compared with status in 2001)
    of overall employment
    of revenues
    of labour productivity (added value per employee)
 Change in (subjective) profit situation
  (0=insufficient to 4=very good)




                                                           12
The Effect of Product Innovations in 2002/03 on…




Source: IAB-Establishment Panel 2001-2009

                                                   13
The Effect of Radical Innovations in 2002/03 on…




Source: IAB-Establishment Panel 2001-2009

                                                   14
Agenda

1.   The MINO-Project
2.   Determinants of Innovations
3.   Impacts of Innovations
4.   Conclusion




                                   15
Conclusions

 Empirical Evidence
   1. Attractive working and employment conditions go along with
      a higher probability of innovations
   2. Subsequently, such innovations significantly increase firm‘s
      performance
 Lessons learned
   1. Equal opportunities for all groups of employees enhance
      innovation capability
   2. Investments in proper working and employment conditions are
      sustainable and efficient for firms

                                                                     16
Discussion


Andreas Crimmann
Institute for Employment Research
Regensburgerstrasse 104
90748 Nuremberg
Germany
andreas.crimmann@iab.de
Back-Up




          18
The IAB Establishment Panel: Responding Establishments
                                                                                             15857 15689 15821
                                                                            15537 15408                        15449 15644 15456 15523
16000
                                                                   13931

14000
                                                                                    5303     5767     5585     5718
                 Ostdeutschland                                             5688                                        5593     6014               5998
                                                                                                                                           6095
12000            Westdeutschland
                                                             9762 5515
                                                    9194
10000                                       8850
                                     8342

 8000
                                                            5335
                                                    4905
                                            4748
                                    4313
 6000
                                                                            9849    10105    10090    10104    10103    9856     9630      9361     9525
                                                                    8416
 4000

          4265     4138     4096    4029    4102    4289    4427
 2000


    0
         1993    1994     1995     1996    1997    1998    1999    2000    2001    2002     2003     2004     2005     2006    2007      2008     2009

                                                                                                               Source: IAB-Establishment Panel 1993-2009


                                                                                                                                                           19
Innovations in the IAB Establishment Panel
    Radical innovations: Have you started to offer a completely new
     product or service within the last two years for which a new
     market had to be created?
    Incremental innovations: Has your enterprise improved or
     further developed a product that has been part of its line for
     longer than two years in total?
    Product imitations: Has your company, in the last two years,
     started to offer a product/service that had been on the market
     before?
    Process innovations: Did you develop or implement procedures
     which have noticeably improved production processes or
     services during the last two years?

                                                                       20
Impacts of Innovations

 How do innovations affect the firm performance?
   Crimmann, Evers, Günther, Guhr, Sunder (2010): Betriebliche Entwicklung von Innovatoren im
    Vergleich zu Nicht-Innovatoren im Verarbeitenden Gewerbe, in: Wirtschaft im Wandel (10/2010)

 Impact of market innovations in manufacturing sector
       Positive effects on employment- and turnovertrend
       No significant effects on productivity development and
        subjective profit situation
       3 to 5 years after innovation the performance difference
        (employment, revenues) in East-Germany between innovators
        and Non-Innovators is higher compared to West-Germany


                                                                                                   21

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The impact of sustainability on innovations and firm‘s performance

  • 1. The impact of sustainability on innovations and firm‘s performance European Economic and Social Committee Labour Market Observatory Hearing on Andreas Crimmann "Innovative workplaces as a source of productivity and quality jobs" Brussels, December 15, 2010
  • 2. Agenda 1. The MINO-Project 2. Determinants of Innovations 3. Impacts of Innovations 4. Conclusion 2
  • 3. Agenda 1. The MINO-Project 2. Determinants of Innovations 3. Impacts of Innovations 4. Conclusion 3
  • 4. Organisational model Environment: Innovation capability Innovation markets, technologies, institutions Flexibility/Stability Working and employment conditions Employees 4
  • 5. Agenda 1. The MINO-Project 2. Determinants of Innovations 3. Impacts of Innovations 4. Conclusion 5
  • 6. Determinants of Innovations  Hypothesis: higher innovation capability is (i.a.) a function of working and employment conditions  Model: Probit estimation of determinants of product and process innovations 2002/03 and 2005/06  Data: Representative survey data for Germany of the IAB Establishment Panel  References: Crimmann/Evers: Determinants of Innovations: The impacts of working and employment conditions, WISO – special edition, Linz (to be released in 2011) 6
  • 7. Good working and employment conditions  Indicators  Equal opportunity measures  Measures for older workers  Firm providing (apprenticeship) training  Firm supports or offers further vocational training  Wage above the collectively agreed scale  Profit sharing  Works council 7
  • 8. Share of Innovatory Establishments in 2007 Establishments without... Establishments with... Equal opportunity measures 43 67 Measures for older workers 42 63 Training 35 52 Wage above the collectively agreed scale 45 48 Works or staff council 44 59 Source: IAB-Establishment Panel 2008 Quelle: IAB-Betriebspanel 2008 8
  • 9. Determinants of Innovations Model I Model II Model III Product Product Process innovations innovations innovations 2002/2003 2005/2006 2005/2006 Characteristics of establishments R&D in the establishment (1=yes) 0.2977*** 0.2387*** 0.1503*** Innovations intended, but not carried out (1=yes) 0.2337*** 0.3285*** 0.3288*** Investments in information and communication technology (1=yes) 0.0509* 0.0209 0.0525** Investments in production facilities, office equipment (1=yes) 0.0578** 0.0498** 0.0424** Branch establishment (1=yes) 0.1040*** -0.0188 0.0091 West Germany (1=yes) 0.0145 -0.0273 0.0421 Share of highly skilled employees 0.0243 0.1234* -0.0121 Share of part-time employees -0.1333** -0.0584 0.0257 Indicators of sustainability Equal opportunity measures (1=yes) 0.0261 0.0899*** 0.1076*** Measures for older workers (1=yes) -0.0043 0.1123*** 0.0499** Apprenticeship training (1=yes) 0.1251*** 0.0899*** 0.0243 Firm providing further vocational training (1=yes) 0.0509* 0.0597*** 0.0375* Wage above the collectively agreed scale (1=yes) 0.0382 0.0669*** 0.0411** Profit sharing (1=yes) 0.0777*** 0.0606** 0.0496** Works or staff council (1=yes) 0.0003 -0.0324 0.0032 Control Variables Firm size (number of employees) *** *** *** Principal shareholder *** *** *** Industrial sectors *** *** *** Likelihood-Ratio-Test (χ2) 638.57*** 640.55*** 623.61*** Pseudo-R2 0.23 0.22 0.20 Number of Cases 2663 3018 3016 */**/*** shows significance on the 10/5/1 %-level. Marginal effects with heteroscedastticty-robust standard errors. Source: IAB Establishment panel 2001-2007 9
  • 10. Agenda 1. The MINO-Project 2. Determinants of Innovations 3. Impacts of Innovations 4. Conclusion 10
  • 11. Impacts of Innovations  Hypothesis: (product) innovations increase firm performance  Method: Propensity-Score-Matching  Estimation of the propensity score: Determinants of innovations in 2002/03 (Treatment)  NN-Matching: Comparison of firm performance of „statistical twins“  Data: IAB-Establishment Panel 2001-2009 11
  • 12. Dependent Variables (Matching)  Annual average growth rates of performance indicators: (2004 – 2008 compared with status in 2001)  of overall employment  of revenues  of labour productivity (added value per employee)  Change in (subjective) profit situation (0=insufficient to 4=very good) 12
  • 13. The Effect of Product Innovations in 2002/03 on… Source: IAB-Establishment Panel 2001-2009 13
  • 14. The Effect of Radical Innovations in 2002/03 on… Source: IAB-Establishment Panel 2001-2009 14
  • 15. Agenda 1. The MINO-Project 2. Determinants of Innovations 3. Impacts of Innovations 4. Conclusion 15
  • 16. Conclusions  Empirical Evidence 1. Attractive working and employment conditions go along with a higher probability of innovations 2. Subsequently, such innovations significantly increase firm‘s performance  Lessons learned 1. Equal opportunities for all groups of employees enhance innovation capability 2. Investments in proper working and employment conditions are sustainable and efficient for firms 16
  • 17. Discussion Andreas Crimmann Institute for Employment Research Regensburgerstrasse 104 90748 Nuremberg Germany andreas.crimmann@iab.de
  • 18. Back-Up 18
  • 19. The IAB Establishment Panel: Responding Establishments 15857 15689 15821 15537 15408 15449 15644 15456 15523 16000 13931 14000 5303 5767 5585 5718 Ostdeutschland 5688 5593 6014 5998 6095 12000 Westdeutschland 9762 5515 9194 10000 8850 8342 8000 5335 4905 4748 4313 6000 9849 10105 10090 10104 10103 9856 9630 9361 9525 8416 4000 4265 4138 4096 4029 4102 4289 4427 2000 0 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 Source: IAB-Establishment Panel 1993-2009 19
  • 20. Innovations in the IAB Establishment Panel  Radical innovations: Have you started to offer a completely new product or service within the last two years for which a new market had to be created?  Incremental innovations: Has your enterprise improved or further developed a product that has been part of its line for longer than two years in total?  Product imitations: Has your company, in the last two years, started to offer a product/service that had been on the market before?  Process innovations: Did you develop or implement procedures which have noticeably improved production processes or services during the last two years? 20
  • 21. Impacts of Innovations  How do innovations affect the firm performance?  Crimmann, Evers, Günther, Guhr, Sunder (2010): Betriebliche Entwicklung von Innovatoren im Vergleich zu Nicht-Innovatoren im Verarbeitenden Gewerbe, in: Wirtschaft im Wandel (10/2010)  Impact of market innovations in manufacturing sector  Positive effects on employment- and turnovertrend  No significant effects on productivity development and subjective profit situation  3 to 5 years after innovation the performance difference (employment, revenues) in East-Germany between innovators and Non-Innovators is higher compared to West-Germany 21