Details about Mika Maliranta

Homepage:	https://www.jyu.fi/jsbe/fi/tiedekunta/henkilosto/jsbe-faculty/maliranta-mika
Workplace:	Labore, (more information at EDIRC) Kauppakorkeakoulu (School of Business and Economics), Jyväskylän yliopisto (University of Jyvaskyla), (more information at EDIRC)

Access statistics for papers by Mika Maliranta.

Last updated 2024-05-06. Update your information in the RePEc Author Service.

Short-id: pma465

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Working Papers

2024

1. Does gender of firm ownership matter? Female entrepreneurs and the gender pay gap
   GLO Discussion Paper Series, Global Labor Organization (GLO)

2023

2. Tools to Promote Productivity in Finland
   ETLA Brief, The Research Institute of the Finnish Economy

2019

3. Immigrant Innovators and Firm Performance
   ETLA Working Papers, The Research Institute of the Finnish Economy View citations (1)
4. Immigrant-owned, Local and Global Firms in the Finnish Job and Production Restructuring
   ETLA Reports, The Research Institute of the Finnish Economy
5. Management Practises in Finnish Manufacturing Establishments: Evidence from FMOP
   ETLA Working Papers, The Research Institute of the Finnish Economy

2018

6. An International Comparison of the Contribution to Job Creation by High-growth Firms
   Working Paper Series, Research Institute of Industrial Economics View citations (2)
   Also in WIFO Working Papers, WIFO (2018) View citations (2)
   Working Papers, Örebro University, School of Business (2018) View citations (2)
   HUI Working Papers, HUI Research (2018) View citations (2)
7. Finland’s Growth Performance – The Lost Decade and the Prospects in the Near Term
   ETLA Reports, The Research Institute of the Finnish Economy
8. Profitability of Industries, Labour Market Flows, and Creative Destruction in Finnish Manufacturing
   ETLA Brief, The Research Institute of the Finnish Economy

2017

9. The Quality of Management Practices in Finnish Manufacturing Establishments
   ETLA Reports, The Research Institute of the Finnish Economy
10. The Renewal of Production at the Product Line Level in Finnish Manufacturing
    ETLA Reports, The Research Institute of the Finnish Economy View citations (3)
11. Why Have Business Investments Decreased?
    ETLA Reports, The Research Institute of the Finnish Economy

2016

12. Business Owners, Employees and Firm Performance
    ETLA Working Papers, The Research Institute of the Finnish Economy
    See also Journal Article Business owners, employees, and firm performance, Small Business Economics, Springer (2019) View citations (7) (2019)
13. Firm Subsidies, Wages and Labor Mobility
    ETLA Reports, The Research Institute of the Finnish Economy View citations (1)
14. Innovator Mobility in Finland and Denmark
    ETLA Reports, The Research Institute of the Finnish Economy View citations (2)
15. What Kind of Entrepreneurs Start High Productivity Businesses?
    ETLA Brief, The Research Institute of the Finnish Economy
16. Within and Between Firm Trends in Job Polarization: Role of Globalization and Technology
    Working Papers, Työn ja talouden tutkimus LABORE, The Labour Institute for Economic Research LABORE View citations (4)
    Also in ETLA Working Papers, The Research Institute of the Finnish Economy (2016) View citations (13)
    See also Journal Article Within and between firm trends in job polarization: the roles of globalization and technology, Journal of Economic Geography, Oxford University Press (2020) View citations (14) (2020)

2014

17. An International Cohort Comparison of Size Effects on Job Growth
    Working Paper Series, Research Institute of Industrial Economics View citations (7)
    Also in ZEW Discussion Papers, ZEW - Leibniz Centre for European Economic Research (2014) View citations (5)
    See also Journal Article An international cohort comparison of size effects on job growth, Small Business Economics, Springer (2015) View citations (24) (2015)
18. Innovation, Firm Risk and Industry Productivity
    ETLA Reports, The Research Institute of the Finnish Economy

2013

19. Accounting for Job Growth: Disentangling Size and Age Effects in an International Cohort Comparison
    HUI Working Papers, HUI Research View citations (7)
    Also in Research Papers, Enterprise Research Centre (2013) View citations (4)
20. Allocation and industry productivity: Accounting for firm turnover
    ETLA Working Papers, The Research Institute of the Finnish Economy View citations (2)
21. Globalization, occupational restructuring and firm performance
    ETLA Working Papers, The Research Institute of the Finnish Economy View citations (5)
22. Outsourcing, Occupational Restructuring, and Employee Well-Being: Is There a Silver Lining?
    IZA Discussion Papers, Institute of Labor Economics (IZA) View citations (7)
    Also in Working Papers, Työn ja talouden tutkimus LABORE, The Labour Institute for Economic Research LABORE (2012) View citations (3)
    MPRA Paper, University Library of Munich, Germany (2012) View citations (3)
    Discussion Papers, The Research Institute of the Finnish Economy (2012) View citations (3)
    See also Journal Article Outsourcing, Occupational Restructuring, and Employee Well-Being: Is There a Silver Lining?, Industrial Relations: A Journal of Economy and Society, Wiley Blackwell (2013) View citations (8) (2013)
23. The Nature of the Finnish Competitiveness Problem
    ETLA Reports, The Research Institute of the Finnish Economy View citations (1)

2012

24. A portrait of trading firms in the services sectors Comparable evidence from four EU countries
    Discussion Papers, The Research Institute of the Finnish Economy View citations (8)
25. ICT and occupation-based measures of organisational change: Firm and employee outcomes
    ETLA Working Papers, The Research Institute of the Finnish Economy View citations (2)
    Also in MPRA Paper, University Library of Munich, Germany (2012) View citations (2)
26. Micro-components of aggregate wage dynamics
    ETLA Working Papers, The Research Institute of the Finnish Economy View citations (1)
27. The performance of trading firms in the services sectors Comparable evidence from four EU countries
    Discussion Papers, The Research Institute of the Finnish Economy View citations (5)
    See also Journal Article The Performance of Trading Firms in the Services Sectors – Comparable Evidence from Four EU Countries, The World Economy, Wiley Blackwell (2015) View citations (9) (2015)

2011

28. Firm Lifecycles and External Restructuring
    Discussion Papers, The Research Institute of the Finnish Economy View citations (1)
29. Suhdanne- ja rakennekriisi yhtä aikaa? Toimiala- ja yritysrakenteen muutokset taantumassa
    Discussion Papers, The Research Institute of the Finnish Economy

2010

30. Structural change in Finnish manufacturing: The theory of the aggregation of production functions and an empirical analysis with a plant-level panel
    Working Papers, Työn ja talouden tutkimus LABORE, The Labour Institute for Economic Research LABORE
    See also Journal Article Structural change in Finnish manufacturing: The theory of the aggregation of production functions and an empirical analysis with a plant-level panel, Structural Change and Economic Dynamics, Elsevier (2011) View citations (1) (2011)

2009

31. Globalization, Creative Destruction, and Labor Share Change: Evidence on the Determinants and Mechanism from Longitudinal Plant-level Data
    Discussion Papers, The Research Institute of the Finnish Economy View citations (1)
    Also in Working Papers, Työn ja talouden tutkimus LABORE, The Labour Institute for Economic Research LABORE (2009) View citations (1)
    See also Journal Article Globalization, creative destruction, and labour share change: evidence on the determinants and mechanisms from longitudinal plant-level data, Oxford Economic Papers, Oxford University Press (2012) View citations (41) (2012)
32. Työpaikka- ja työntekijävirrat ja tehtävärakenteiden dynamiikka Suomen yrityssektorilla
    Discussion Papers, The Research Institute of the Finnish Economy View citations (4)

2008

33. Development of Competition and the Micro-Level
    Discussion Papers, The Research Institute of the Finnish Economy
34. IT Outsourcing in Finnish Business
    Discussion Papers, The Research Institute of the Finnish Economy View citations (3)
35. Is Inter-Firm Labor Mobility a Channel of Knowledge spillovers? Evidence from a Linked Employer-Employee Panel
    MERIT Working Papers, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT) View citations (7)
    Also in Discussion Papers, The Research Institute of the Finnish Economy (2008) View citations (9)
    See also Journal Article Is inter-firm labor mobility a channel of knowledge spillovers? Evidence from a linked employer--employee panel, Industrial and Corporate Change, Oxford University Press and the Associazione ICC (2009) View citations (64) (2009)
36. It takes three to tango in employment: Matching vocational education organisations, students and companies in labour market
    Economics of Education Working Paper Series, University of Zurich, Department of Business Administration (IBW)
37. Labour Force Paths as Industry Linkages: A Perspective on Clusters and Industry Life Cycles
    Discussion Papers, The Research Institute of the Finnish Economy View citations (9)
38. Measuring Productivity - Finland in an International Comparison
    Discussion Papers, The Research Institute of the Finnish Economy
39. Työolot ja tuottavuus - työpaikkavirtojen nosteessa vai puristuksessa?
    Discussion Papers, The Research Institute of the Finnish Economy View citations (1)

2007

40. Aging, Labor Turnover and Firm Performance
    Discussion Papers, The Research Institute of the Finnish Economy View citations (25)
41. Does Foreign Presence Stimulate Creative Destruction in Local Markets
    Discussion Papers, The Research Institute of the Finnish Economy View citations (1)
42. Intangible Investment of Finnish Businesses in 2004: An Experiment with Micro-level Data
    Discussion Papers, The Research Institute of the Finnish Economy
43. It Takes Three to Tango in Employment: Matching Vocational Education, Organizations and Students and Companies in Labour market
    Discussion Papers, The Research Institute of the Finnish Economy
44. Tax incentives for R&D and firm dynamics (in Finnish with English abstract and summary)
    Discussion Papers, The Research Institute of the Finnish Economy
45. Training and Hiring Strategies to Improve Firm Performance
    Discussion Papers, The Research Institute of the Finnish Economy View citations (4)

2006

46. Age, Technology and Labour Costs
    Discussion Papers, The Research Institute of the Finnish Economy View citations (7)
    Also in Working Papers, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University (2006) View citations (6)
    Economics Department Working Papers, Department of Economics, Parma University (Italy) (2006) View citations (9)
47. Impact of R&D on Productivity - Firm-level Evidence from Finland
    Discussion Papers, The Research Institute of the Finnish Economy View citations (5)
48. The Declining Labour Share: Lessons From Finnish Micro-data
    EcoMod2006, EcoMod
49. The Micro-Level Dynamics of Declining Labour Share: Lessons from the Finnish Great Leap
    Discussion Papers, VATT Institute for Economic Research View citations (7)
    Also in Discussion Papers, The Research Institute of the Finnish Economy (2006) View citations (2)
    See also Journal Article The micro-level dynamics of declining labour share: lessons from the Finnish great leap *, Industrial and Corporate Change, Oxford University Press and the Associazione ICC (2008) View citations (10) (2008)
50. The Micro-level Dynamics of Regional Productivity Growth: The Source of Divergence in Finland Revised
    Discussion Papers, The Research Institute of the Finnish Economy
51. When Do Employees Leave Their Job for Entrepreneurship: Evidence from Linked Employer-Employee Data
    Discussion Papers, The Research Institute of the Finnish Economy View citations (9)

2005

52. Decomposing productivity and wage effects of intra-establishment labor restructuring
    Discussion Papers, The Research Institute of the Finnish Economy View citations (8)
    Also in Labor and Demography, University Library of Munich, Germany (2005) View citations (6)
53. Foreign-owned Firms and Productivity-enhancing Restructuring in Finnish Manufacturing Industries
    Discussion Papers, The Research Institute of the Finnish Economy View citations (4)

2004

54. Analyzing Entrepreneurship with the Finnish Linked Employer-Employee Data (FLEED).Matching and qualitative properties of the data
    Discussion Papers, The Research Institute of the Finnish Economy View citations (7)
55. Do Foreign Players Change the Nature of the Game Among Local Entrepreneurs?
    Discussion Papers, The Research Institute of the Finnish Economy View citations (7)
56. Informational Mobility and Productivity - Finnish Evidence
    Discussion Papers, The Research Institute of the Finnish Economy View citations (3)
    See also Journal Article Informational mobility and productivity: Finnish evidence, Economics of Innovation and New Technology, Taylor & Francis Journals (2006) View citations (8) (2006)

2003

57. Does Worker Turnover Improve Productivity Growth?
    Working Papers, Tampere University, Faculty of Management and Business, Economics
58. Productivity Effects of ICT in Finnish Business
    Discussion Papers, The Research Institute of the Finnish Economy View citations (5)
59. Technology, Labor Characteristic and Wage-productivity Gaps
    Discussion Papers, The Research Institute of the Finnish Economy View citations (2)
    See also Journal Article Technology, Labour Characteristics and Wage‐productivity Gaps, Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford (2005) View citations (69) (2005)
60. The Micro-level Dynamics of Regional Productivity Growth: The Source of Divergence in Finland
    Discussion Papers, The Research Institute of the Finnish Economy View citations (1)
    Also in ERSA conference papers, European Regional Science Association (2003) View citations (5)
    See also Journal Article The micro-level dynamics of regional productivity growth: The source of divergence in Finland, Regional Science and Urban Economics, Elsevier (2007) View citations (18) (2007)
61. Worker Inflow, Outflow, and Churning
    Discussion Papers, The Research Institute of the Finnish Economy View citations (7)
    See also Journal Article Worker inflow, outflow, and churning, Applied Economics, Taylor & Francis Journals (2005) View citations (8) (2005)
62. Working Inflow, Outflow, and Churning
    William Davidson Institute Working Papers Series, William Davidson Institute at the University of Michigan View citations (4)

2002

63. Factor Income Shares and Micro-Level Restructuring. An Analysis of Finnish Manufacturing
    Discussion Papers, The Research Institute of the Finnish Economy View citations (2)
64. From R&D to Productivity Through Micro-Level Restructuring
    Discussion Papers, The Research Institute of the Finnish Economy View citations (3)
65. Plant Productivity in the Finnish Manufacturing. Characteristics of high productivity plants
    Discussion Papers, The Research Institute of the Finnish Economy
66. Regional Disparties in Gross Job and the Worker Flows in Finland
    Discussion Papers, The Research Institute of the Finnish Economy
    See also Journal Article Regional disparities in gross job and worker flows in Finland, Finnish Economic Papers, Finnish Economic Association (2001) View citations (11) (2001)
67. Sources of job and worker flows: Evidence from a panel of regions
    MPRA Paper, University Library of Munich, Germany
    See also Journal Article Sources of Job and Worker Flows: Evidence from a Panel of Regions, LABOUR, CEIS (2004) View citations (2) (2004)

2001

68. Linked Employer-Employee Data on Finnish Plants for the Analysis of Productivity, Wages and Turnover
    Working Papers, Tampere University, Faculty of Management and Business, Economics View citations (9)
69. Productivity Growth and Micro-level Restructuring. Finnish experiences during the turbulent decades
    Discussion Papers, The Research Institute of the Finnish Economy View citations (16)
70. The Turnover of Jobs and Workers in a Deep Recession: Evidence from the Finnish Business Sector
    Discussion Papers, The Research Institute of the Finnish Economy View citations (24)
    See also Journal Article The turnover of jobs and workers in a deep recession: evidence from the Finnish business sector, International Journal of Manpower, Emerald Group Publishing Limited (2003) View citations (1) (2003)

2000

71. The Roles of Employer and Employee Characteristics for Plant Productivity
    Econometric Society World Congress 2000 Contributed Papers, Econometric Society View citations (31)
    See also Journal Article The Roles of Employer and Employee Characteristics for Plant Productivity, Journal of Productivity Analysis, Springer (2004) View citations (72) (2004)

1998

72. Factors of Productivity Performance by Plant Generation:Some findings from Finnish manufacturing
    Discussion Papers, The Research Institute of the Finnish Economy View citations (2)

1997

73. The Determinants of Aggregate Productivity.The evolutionof microstructure and productivity within plants in Finnish manufacturing from1975 to 1994
    Discussion Papers, The Research Institute of the Finnish Economy View citations (1)

Journal Articles

2021

1. Management Practices and Allocation of Employment: Evidence from Finnish Manufacturing
   International Journal of the Economics of Business, 2021, 28, (1), 115-138 View citations (1)

2020

2. Within and between firm trends in job polarization: the roles of globalization and technology
   (The skill complementarity of broadband internet)
   Journal of Economic Geography, 2020, 20, (4), 1003-1039 View citations (14)
   See also Working Paper Within and Between Firm Trends in Job Polarization: Role of Globalization and Technology, Working Papers (2016) View citations (4) (2016)

2019

3. Business owners, employees, and firm performance
   Small Business Economics, 2019, 52, (1), 111-129 View citations (7)
   See also Working Paper Business Owners, Employees and Firm Performance, ETLA Working Papers (2016) (2016)
4. The Roles of Job and Worker Restructuring in Aggregate Wage Growth Dynamics
   Review of Income and Wealth, 2019, 65, (1), 99-118

2017

5. Profit Sharing and the Firm-Size Wage Premium
   LABOUR, 2017, 31, (2), 153-173 View citations (1)

2016

6. How does the age structure of worker flows affect firm performance?
   Journal of Productivity Analysis, 2016, 46, (1), 43-62 View citations (9)
7. Olley–Pakes productivity decomposition: computation and inference
   Journal of the Royal Statistical Society Series A, 2016, 179, (3), 749-761 View citations (5)

2015

8. An Augmented Static Olley–Pakes Productivity Decomposition with Entry and Exit: Measurement and Interpretation
   Economica, 2015, 82, 1372-1416 View citations (27)
9. An international cohort comparison of size effects on job growth
   Small Business Economics, 2015, 44, (4), 821-844 View citations (24)
   See also Working Paper An International Cohort Comparison of Size Effects on Job Growth, Working Paper Series (2014) View citations (7) (2014)
10. The Performance of Trading Firms in the Services Sectors – Comparable Evidence from Four EU Countries
    The World Economy, 2015, 38, (12), 1809-1849 View citations (9)
    See also Working Paper The performance of trading firms in the services sectors Comparable evidence from four EU countries, Discussion Papers (2012) View citations (5) (2012)

2014

11. Trading firms in the services sectors: comparable evidence from four EU countries
    Review of World Economics (Weltwirtschaftliches Archiv), 2014, 150, (3), 471-505 View citations (26)

2013

12. Firm lifecycles and evolution of industry productivity
    Research Policy, 2013, 42, (5), 1080-1098 View citations (26)
13. Outsourcing, Occupational Restructuring, and Employee Well-Being: Is There a Silver Lining?
    Industrial Relations: A Journal of Economy and Society, 2013, 52, (4), 878-914 View citations (8)
    See also Working Paper Outsourcing, Occupational Restructuring, and Employee Well-Being: Is There a Silver Lining?, IZA Discussion Papers (2013) View citations (7) (2013)

2012

14. Globalization, creative destruction, and labour share change: evidence on the determinants and mechanisms from longitudinal plant-level data
    Oxford Economic Papers, 2012, 64, (2), 259-280 View citations (41)
    See also Working Paper Globalization, Creative Destruction, and Labor Share Change: Evidence on the Determinants and Mechanism from Longitudinal Plant-level Data, Discussion Papers (2009) View citations (1) (2009)

2011

15. Structural change in Finnish manufacturing: The theory of the aggregation of production functions and an empirical analysis with a plant-level panel
    Structural Change and Economic Dynamics, 2011, 22, (2), 116-134 View citations (1)
    See also Working Paper Structural change in Finnish manufacturing: The theory of the aggregation of production functions and an empirical analysis with a plant-level panel, Working Papers (2010) (2010)

2010

16. Economic Prosperity Recaptured: The Finnish Path from Crisis to Rapid Growth – By Seppo Honkapohja, Erkki Koskela, Willi Leibfritz, and Roope Uusitalo
    Review of Policy Research, 2010, 27, (6), 823-824
17. Finland’s Path to the Global Productivity Frontier through Creative Destruction
    International Productivity Monitor, 2010, 20, 68-84 View citations (7)
18. Resources in vocational education and post‐schooling outcomes
    International Journal of Manpower, 2010, 31, (5), 520-544 View citations (2)

2009

19. Is inter-firm labor mobility a channel of knowledge spillovers? Evidence from a linked employer--employee panel
    Industrial and Corporate Change, 2009, 18, (6), 1161-1191 View citations (64)
    See also Working Paper Is Inter-Firm Labor Mobility a Channel of Knowledge spillovers? Evidence from a Linked Employer-Employee Panel, MERIT Working Papers (2008) View citations (7) (2008)

2008

20. The micro-level dynamics of declining labour share: lessons from the Finnish great leap *
    Industrial and Corporate Change, 2008, 17, (6), 1147-1172 View citations (10)
    See also Working Paper The Micro-Level Dynamics of Declining Labour Share: Lessons from the Finnish Great Leap, Discussion Papers (2006) View citations (7) (2006)
21. When Do Employees Leave Their Job for Entrepreneurship?*
    Scandinavian Journal of Economics, 2008, 110, (1), 1-21 View citations (44)

2007

22. Age, seniority and labour costs: lessons from the Finnish IT revolution
    (Vertical integration and distance to frontier)
    Economic Policy, 2007, 22, (49), 118-175 View citations (42)
23. The micro-level dynamics of regional productivity growth: The source of divergence in Finland
    Regional Science and Urban Economics, 2007, 37, (2), 165-182 View citations (18)
    See also Working Paper The Micro-level Dynamics of Regional Productivity Growth: The Source of Divergence in Finland, Discussion Papers (2003) View citations (1) (2003)

2006

24. Informational mobility and productivity: Finnish evidence
    Economics of Innovation and New Technology, 2006, 15, (6), 605-616 View citations (8)
    See also Working Paper Informational Mobility and Productivity - Finnish Evidence, Discussion Papers (2004) View citations (3) (2004)

2005

25. R&D, International Trade and Creative Destruction—Empirical Findings from Finnish Manufacturing Industries*
    Journal of Industry, Competition and Trade, 2005, 5, (1), 27-58 View citations (9)
26. Technology, Labour Characteristics and Wage‐productivity Gaps
    Oxford Bulletin of Economics and Statistics, 2005, 67, (5), 623-645 View citations (69)
    See also Working Paper Technology, Labor Characteristic and Wage-productivity Gaps, Discussion Papers (2003) View citations (2) (2003)
27. Worker inflow, outflow, and churning
    Applied Economics, 2005, 37, (10), 1115-1133 View citations (8)
    See also Working Paper Worker Inflow, Outflow, and Churning, Discussion Papers (2003) View citations (7) (2003)
28. Worker turnover and productivity growth
    Applied Economics Letters, 2005, 12, (7), 395-398 View citations (10)

2004

29. Hiring from unemployment and separation to unemployment
    Applied Economics Letters, 2004, 11, (2), 91-95 View citations (8)
30. Sources of Job and Worker Flows: Evidence from a Panel of Regions
    LABOUR, 2004, 18, (1), 105-129 View citations (2)
    See also Working Paper Sources of job and worker flows: Evidence from a panel of regions, MPRA Paper (2002) (2002)
31. The Roles of Employer and Employee Characteristics for Plant Productivity
    Journal of Productivity Analysis, 2004, 21, (3), 249-276 View citations (72)
    See also Working Paper The Roles of Employer and Employee Characteristics for Plant Productivity, Econometric Society World Congress 2000 Contributed Papers (2000) View citations (31) (2000)

2003

32. The turnover of jobs and workers in a deep recession: evidence from the Finnish business sector
    International Journal of Manpower, 2003, 24, (3), 216-246 View citations (1)
    See also Working Paper The Turnover of Jobs and Workers in a Deep Recession: Evidence from the Finnish Business Sector, Discussion Papers (2001) View citations (24) (2001)

2002

33. Labour characteristics and wage-productivity gaps
    New Zealand Economic Papers, 2002, 36, (1), 73-74 View citations (7)

2001

34. Regional disparities in gross job and worker flows in Finland
    Finnish Economic Papers, 2001, 14, (2), 84-103 View citations (11)
    See also Working Paper Regional Disparties in Gross Job and the Worker Flows in Finland, Discussion Papers (2002) (2002)

Books

2019

1. Suomen kasvu (Finnish Economic Growth)
   ETLA B, The Research Institute of the Finnish Economy

2018

2. Startups in the Economy
   ETLA B, The Research Institute of the Finnish Economy

Undated

3. Micro Level Dynamics of Productivity Growth. An Empirical Analysis of the Great Leap in Finnish Manufacturing Productivity in 1975-2000
   ETLA A, The Research Institute of the Finnish Economy View citations (12)

Chapters

2009

1. Local Innovative Activity and Regional Productivity: Implications for the Finnish National Innovation Policy
   A chapter in The Evaluation of the Finnish National Innovation System, 2009, pp 203-238 View citations (6)