CURRICULUM VITAE June 15, 2015 PEKKA ILMAKUNNAS. BORN: November 14, FAMILY: Married, two adult children

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1 CURRICULUM VITAE June 15, 2015 PEKKA ILMAKUNNAS BORN: November 14, 1952 FAMILY: Married, two adult children CONTACT INFORMATION: Department of Economics, Aalto University School of Business, P.O. Box 21240, FI Aalto, Helsinki, Finland Phone: Fax: Home page: DEGREES: B.Sc. (Economics), Helsinki School of Economics, 1974 M.Sc. (Economics), Helsinki School of Economics, 1977 Ph.D. (Economics), Rutgers University, 1982 PRESENT OCCUPATION: Department of Economics, Aalto University School of Business (formerly Helsinki School of Economics): Professor of economics (Industrial and labor economics), from August 1997 PRESENT AFFILIATIONS AND POSITIONS OF TRUST: Helsinki Center for Economic Research (HECER): Affiliated Professor, 2003 Department of Economics, University of Helsinki: Docent (adjunct professor), 1995 Research Institute of the Finnish Economy (ETLA): ETLA senior fellow, 2011 Finnish Academy of Science and Letters: Member of board and treasurer, 2011 ; Chairman of the social sciences section Finnish Union of University Professors: Member of board, 2010 Government Institute for Economic Research (VATT): Member of advisory board, 2013 Mosa Economics Ltd., managing director 2014 PREVIOUS WORK EXPERIENCE: LTT Research: Researcher, Feb Aug Department of Economics, Rutgers University: Teaching assistant, Sept July 1981, Instructor, Aug Aug Wissenschaftszentrum Berlin (WZB): Research fellow, Sept Feb Research Institute of the Finnish Economy (ETLA): Economist, March 1985 Aug. 1989, Research supervisor, Sept Feb Centre for Economic Forecasting, London Business School, and Department of Economics, London School of Economics: Academic visitor, Oct June 1987 Department of Economics, University of Helsinki: Visiting professor, Aug July 1991 Finnish Doctoral Programme in Economics (FDPE): Director, Feb May 1994 Bank of Finland: Head of Research Department, April 1994 Dec

2 Department of Economics, Turku School of Economics and Business Administration: Professor of Economics, Jan July 1997 (on leave of absence in 1995) Department of Economics, Helsinki School of Economics: Docent (adjunct professor), PROFESSIONAL ASSOCIATIONS, COMMITTEES ETC.: Finnish Society for Economic Research: Member of executive committee, Finnish Association for Research in Industrial Economics: Vice president, 1993, President, , Member of executive committee, Finnish Association of Professors and Docents of Economics: Vice president, , President, Finnish Academy of Science and Letters: Secretary of the social sciences section Committee on working time legislation: Permanent expert, Finnish Doctoral Programme in Economics (FDPE): Member of supervisory board, , , 2007, 2010 (chairman 2012 ), member of steering committee, , 2007, 2012 (chairman 2012 ) Helsinki School of Economics: Member of board, , head of economics department Yrjö Jahnsson Foundation: Member of scientific council, LTT Research: Member of board, Pellervo Economic Research Institute (PTT): Member of scientific council, Finnish Union of University Professors: Chairman of HSE chapter Nordic Center of Excellence in Empirical Labor Economics: Senior researcher, Fortum Foundation: Member of board, Statistics Finland: Member of scientific advisory board, Conference committees: Annual Symposium of Finnish Economists, Turku 1996: local organizer; Nordic Workshop on Economic Analysis of Linked Employer-Employee Data, Helsinki 2002: organizer; EARIE Conference, Helsinki 2003: vice chair of local organizing committee and scientific program committee; Workshop on Labor Turnover and Firm Performance, Helsinki 2007: organizer; Nordic Summer Institute in Labor Economics, Helsinki 2007: member of organizing and program committee; ESPE Conference, London 2008: member of program committee EDITORIAL WORK: Associate editor: International Journal of Industrial Organization, ; Journal of Economic Behavior and Organization, ; Finnish Economic Papers, Editorial board member: Journal of Behavioral and Experimental Economics (formerly Journal of Socio-Economics), 2013 ; Työelämän tutkimus - Arbetslivsforskning, Referee: Advances in the Economic Analysis of Participatory and Labor-Managed Firms; African Journal of Business Management; Agricultural and Food Science; American Economic Review; Annals of Regional Science; Annals of the Institute of Statistical Mathematics; Applied Economics; B.E. Journal of Economic Analysis and Policy; Brazilian Journal of Applied Economics (Economia Applicada); British Journal of Industrial Relations; Contemporary Economic Policy; Empirical Economics; European Economic Review; European Journal of Forest Research; European Journal of Work and Organizational Psychology; 2

3 Finnish Economic Journal (Kansantaloudellinen aikakauskirja); Finnish Economic Papers; Finnish Journal of Business Economics (Liiketaloudellinen aikakauskirja); Forest Science; Health Economics; Industrial and Corporate Change; Industrial and Labor Relations Review; Industrial Relations; International Economic Review; International Journal of Business, Management and Social Sciences; International Journal of Forecasting; Journal of Population Economics; International Journal of Industrial Organization; International Journal of Management Reviews; International Journal of Manpower; International Journal of the Economics of Business; Journal of Applied Econometrics; Journal of Business Venturing; Journal of Econometrics; Journal of Economic Behavior and Organization; Journal of Economics (Zeitschrift für Nationalökonomie); Journal of the Economics of Ageing; Journal of Socio-Economics; Labour Economics; Managerial and Decision Economics; Manchester School; Metsätieteen aikakauskirja; Organization Studies; Oxford Bulletin of Economics and Statistics; Oxford Economic Papers; Review of Industrial Organization; Scandinavian Journal of Economics; Scottish Journal of Political Economy; Small Business Economics; Social Science Research; Southern Economic Journal; Työelämän tutkimus Arbetslivsforskning Reviewer of books/book manuscripts: McGraw-Hill; Oxford University Press; Palgrave Publishing; Pearson Education; Thomson Learning; John Wiley RESEARCH ASSESSMENT ETC.: Evaluation of applicants for professorships: University of Helsinki (economics four times, agricultural economics once), University of Jyväskylä (four times), University of Vaasa (twice), University of Joensuu, University of Turku, University of Tartu, Aarhus School of Business, Aarhus University Evaluation of applicants for lectureships: University of Göteborg, Hanken School of Economics Member of hiring group of professors: Abo Academi University, University of Helsinki (agricultural economics) Evaluation of applicants for research professorships in research institutes: MTT Agrifood Research Finland (four times), Government Institute for Economic Research VATT Evaluation of docents: University of Helsinki (three times), Helsinki School of Economics, University of Vaasa, University of Jyväskylä (four times), Turku School of Economics, Abo Academi University, University of Oulu (twice), University of Tampere, University of Göteborg Assessment of funding applications: Danish Social Science Research Council, Estonian Science Foundation, Research Council of Norway, Social Sciences and Humanities Research Council of Canada, Swedish Research Council, US National Science Foundation, Academy of Finland, Finnish Cultural Foundation, Work Environment Fund, Yrjö Jahnsson Foundation, Eino Jutikkala Fund Research evaluations: Evaluation of forest sector forecasting, Finnish Forest Research Institute (METLA), 2002, Evaluation of forest cluster research program Wood Wisdom, Academy of Finland, 2001 Research consulting / member of research project advisory groups: Research Institute of the Finnish Economy (ETLA), Labour Institute of Economic Research (PT), Pellervo Economic Research Institute (PTT), Government Institute for Economic Research 3

4 (VATT), Bank of Finland, Ministry of Trade and Industry, National Technology Agency (TEKES), Finnish National Fund for Research and Development (SITRA), Finnish Forest Research Institute (METLA), MTT Agrifood Research Finland, VTT Technical Research Centre of Finland, Council for Equality between Men and Women, LTT Research, Tempo Economics, Metsähallitus, law firms in competition cases THESIS EXAMINATION AND SUPERVISION: Examiner of doctoral dissertation in public defense: University of Helsinki (three times), University of Tampere (twice), University of Jyväskylä (three times), European University Institute, Uppsala University, Aarhus School of Business, Aarhus University, Utrecht University Pre-examiner of doctoral dissertation: University of Helsinki (ten times), University of Oulu, Helsinki School of Economics (twice), University of Tampere (twice), University of Jyväskylä (three times), European University Institute, Aarhus School of Business, Aarhus University, Annamalai University (India), Åbo Akademi University, Utrecht University Examiner of licentiate thesis: University of Helsinki (twelve times), Helsinki School of Economics (six times), Swedish School of Economics (three times), Turku School of Economics (twice), University of Turku, University of Tampere (twice), University of Vaasa, University of Joensuu (twice), University of Oulu, University of Lapland, University of Jyväskylä Supervisor of doctoral dissertations (most recent ones): Karlo Kauko (2000), Jukka Vesala (2001), Ari Hyytinen (co-supervisor; 2001), Mika Kortelainen (co-supervisor; 2002), Petri Böckerman (2003), Mika Maliranta (2003), Satu Nurmi (2004), Olli- Pekka Ruuskanen (2004), Atso Andersen (2005), Pekka Sääskilahti (2005), Jouko Kinnunen (co-supervisor; 2005), Ulla Kruhse-Lehtonen (2007), Mikko Mäkinen (co-supervisor; 2007), Antti Kauhanen (2007), Jyrki Ali-Yrkkö (2008), Sami Napari (2008), Elisa Riihimäki (co-supervisor; 2009), Katja Ahoniemi (cosupervisor, 2009), Hanna Pesola (2011), Torsten Santavirta (2011), Simo Leppänen (co-supervisor; 2012), Marko Melolinna (2013) RESEARCH PROJECTS WITH OUTSIDE FUNDING (most recent ones): Academy of Finland: Labor markets and production structure, Creation and econometric analysis of linked employer-employee data in industrial and labor economics, The impacts of internationalization on firms and their employees: Analyses of large-scale register data, Work Environment Fund: Compensating wage differentials in Finnish labor markets, 2004 Creative destruction, job satisfaction, and productivity, Wage Earner Fund: Does job satisfaction improve firm performance?, 2008 Performance related pay and worker welfare in Finland, 2013 Jenny and Antti Wihuri Fund Labor market outcomes and individual economic choices: studies with Finnish twins data linked to register data,

5 HONOURS: Finnish Academy of Science and Letters, elected member Helsinki School of Economics, PhD supervisor award, 2004, 2005,

6 PUBLICATIONS Articles in refereed journals: (& A. Hyytinen, M. Maliranta) The Olley-Pakes productivity decomposition: Computation and inference, Journal of the Royal Statistical Society, A: Statistics in Society, forthcoming (& S. Ilmakunnas) Hiring older employees: Do age limits of early retirement and contribution rates of firms matter?, Scandinavian Journal of Economics, 2015, Vol. 117, No. 1, (& S. Ilmakunnas) Age segregation and hiring of older employees: Low mobility revisited, International Journal of Manpower, 2014, Vol. 35, No. 8, (& H. Piekkola) Intangible investment in people and productivity, Journal of Productivity Analysis, 2014, Vol. 41, (& A. Bryson, P. Böckerman) Does high involvement management lead to higher pay?, Journal of the Royal Statistical Society, A: Statistics in Society, 2013, Vol. 176, No. 4, (& A. Hyytinen, O. Toivanen) The returns to entrepreneurship puzzle, Labour Economics, 2013, Vol. 20, No. 1, (& T. Miyakoshi) What are the drivers of TFP in the Ageing Economy? Aging labor and ICT capital, Journal of Comparative Economics, 2013, Vol. 41, No. 1, (& P. Böckerman, M. Jokisaari, J. Vuori) Who stay unwillingly in a job? A study based on a representative random sample of employees, Economic and Industrial Democracy, 2013, Vol. 34, No. 1, (& A. Bryson, P. Böckerman) Does high involvement management improve worker wellbeing?, Journal of Economic Behavior and Organization, 2012, Vol. 84, No. 2, (& P. Böckerman) The job satisfaction-productivity nexus: A study using matched survey and register data, Industrial and Labor Relations Review, 2012, Vol. 65, No. 2, (& P. Böckerman, E. Johansson) Job security and employee well-being: Evidence from matched survey and register data, Labour Economics, Vol. 18, No. 4, 2011, (& S. Ilmakunnas) Diversity at the workplace: Whom does it benefit?, De Economist, Vol. 159, No. 2, Special issue on aging workforces, 2011, (& S. Ilmakunnas) Work force ageing and expanding service sector a double burden on productivity?, Service Industries Journal, Vol. 30, 2010, No. 12, ( 6

7 (& S. Nurmi) Dynamics of export market entry and exit, Scandinavian Journal of Economics, Vol. 112, 2010, No. 1, (& P. Böckerman) Unemployment and self-assessed health: Evidence from panel data, Health Economics, Vol. 18, 2009, No. 2, (& P. Böckerman), Job disamenities, job satisfaction, quit intentions, and actual separations: Putting the pieces together, Industrial Relations, Vol. 48, 2009, No. 1, (& P. Böckerman) Interaction of job disamenities, job satisfaction, and sickness absences: Evidence from a representative sample of employees, Social Science and Medicine, 2008, Vol. 67, No. 4, Lower bounds of concentration in a small open economy, Review of Industrial Organization, Vol. 32, 2008, No. 1, (& A. Hyytinen) Entrepreneurial aspirations: Another form of job search?, Small Business Economics, Vol. 29, 2007, No. 1-2, (& A. Hyytinen) What distinguishes a serial entrepreneur?, Industrial and Corporate Change, Vol. 16, 2007, No. 5, (& P. Böckerman) Do job disamenities raise wages or ruin job satisfaction?, International Journal of Manpower, Vol. 27, 2006, No. 3, (& P. Böckerman) Elusive effects of unemployment on happiness, Social Indicators Research, vol. 79, 2006, No. 1, (& M. Maliranta, J. Vainiomäki) Worker turnover and productivity growth, Applied Economics Letters, vol. 12, 2005, No. 7, (& M. Maliranta) Worker inflow, outflow, and churning, Applied Economics, vol. 37, 2005, No. 10, (& M. Maliranta) Technology, worker characteristics, and wage-productivity gaps, Oxford Bulletin of Economics and Statistics, Vol. 67, 2005, No. 5, (& M. Maliranta, J. Vainiomäki) The roles of employer and employee characteristics for plant productivity, Journal of Productivity Analysis, vol. 21, 2004, No. 3, (& M. Maliranta) Hiring from unemployment and separation to unemployment, Applied Economics Letters, vol. 11, 2004, No. 2, (& M. Maliranta) Foreign medicine: A treatment effect analysis of the productivity effects of foreign ownership, Applied Economics Quarterly (Konjunkturpolitik), Special issue: Effects of Foreign Acquisitions on the Target Firms: Empirical Evidence from EU Countries, vol. 50, 2004, No. 1,

8 (&M. Maliranta) The turnover of jobs and workers in a deep recession: Evidence from the Finnish business sector, International Journal of Manpower, vol. 24, 2003, No. 3, (& H. Pesola) Regional labor market matching functions and efficiency analysis, Labour, vol. 17, 2003, No.3, Strategic behavior in a service industry, Managerial and Decision Economics, vol. 23, 2002, No. 2, (& M. Maliranta) Worker characteristics and wage-productivity gaps (extended abstract), New Zealand Economic Papers, vol. 36, 2002, No. 1, (&V. Kanniainen) Entrepreneurship, economic risks, and risk insurance in the welfare state: Results with OECD data , German Economic Review, vol. 2, 2001, No. 3, (& J. Topi) Microeconomic and macroeconomic influences on entry and exit of firms, Review of Industrial Organization, vol. 15, 1999, No. 3, Use of macroeconomic forecasts in corporate forecasting: A note on aggregation problems, International Journal of Forecasting, vol. 12, 1996, No. 3, Working time and labor demand in Finnish manufacturing: short run and long run effects, Applied Economics, vol. 27, 1995, No. 10, (& H. Törmä) Energy crises and change of technology, Journal of Applied Econometrics, vol. 9, 1994, No. 3, Returns to workers and hours in Finnish manufacturing, Empirical Economics, vol. 19, 1994, No. 4, Testing the order of differentiation in quarterly data: an illustration of the testing sequence, Oxford Bulletin of Economics and Statistics, vol.52, 1990, No.1, Forecast pretesting and correction, Journal of Business and Economic Statistics, vol.8, 1990, No.4, (& H. Törmä) Structural change of factor substitution in Finnish manufacturing, Scandinavian Journal of Economics, vol.91, 1989, No.4, Tests of the efficiency of some Finnish macroeconomic forecasts: an analysis of forecast revisions, Finnish Economic Papers, vol.2, 1989, No.2, Survey expectations vs. rational expectations in the estimation of a dynamic model: demand for labor in the Finnish manufacturing, Oxford Bulletin of Economics and Statistics, vol.51, 1989, No.3, On the profitability of using forecasts, Economics Letters, vol.25, 1987, No.4,

9 (& H. Tsurumi, H. Wago) Gradual switching multivariate regression models with stochastic cross-equational constraints and an application to the KLEM translog production model, Journal of Econometrics, vol.31, 1986, No.3, Stochastic constraints on cost function parameters: mixed and hierarchical approaches", Empirical Economics, vol.11, 1986, No.2, (& H. Tsurumi) Testing the Lucas hypothesis on output-inflation trade-offs, Journal of Business and Economic Statistics, vol.3, 1985, No.1, Bayesian estimation of cost functions with stochastic or exact constraints on parameters, International Economic Review, vol.26, 1985, No.1, Conjectural variations, risk aversion and price-cost margins, Zeitschrift für Nationalökonomie (Journal of Economics), vol.45, 1985, No.1, (& H. Tsurumi) Testing for parameter shifts in a regression model with two regimes of autocorrelated errors, Economic Studies Quarterly (Japanese Economic Review), vol.35, 1984, No.1, Adaptive expectations and the variance hypothesis, Economics Letters, vol.13, 1983, No.2-3, Elasticities of derived demand under different objectives of the firm, Atlantic Economic Journal, vol.11, 1983, No.4, 6-13 Giffen phenomena for normal inputs: the multiproduct, sales- maximizing firm, Southern Economic Journal, vol.47, 1981, No.3, Articles in refereed books: (& J. van Ours, V. Skirbekk, M. Weiss) Age and productivity, in P. Garibaldi, J.O. Martins, and J. van Ours, eds., Ageing, Health, and Productivity: The Economics of Increased Life Expectancy, Oxford: Oxford University Press, 2010, (& S. Ilmakunnas) Gradual retirement and lengthening of working life, P.A. Kemp, K. van den Bosch, and L. Smith, eds., Social Protection in an Ageing World, Antwerpen: Intersentia, International Studies on Social Security, Vol. 13, 2008, (&V. Kanniainen) Entrepreneurship, economic risks, and risk insurance in the welfare state: Results with OECD data , M. Henrekson and R. Douhan, eds., The Political Economy of Entrepreneurship, Vol. II, Cheltenham: Edward Elgar, 2008, (reprint of an article originally published in German Economic Review, 2001) (& M. Maliranta, J. Vainiomäki) Linked employer-employee data on Finnish plants for the analysis of productivity, wages and turnover, A. Holm and T.P. Jensen, eds., Nordic Labour Market Research on Register Data, TemaNord 2001:593, 2001,

10 Aggregation vs. disaggregation in forecasting construction activity, T. S. Barker & H. Pesaran, eds., Disaggregation in Econometric Modelling, London: Routledge, 1990, Identification and estimation of the degree of oligopoly power in an industry facing domestic and import competition, J. Schwalbach, ed., Industry Structure and Performance, Berlin: Rainer Bohn Verlag, Edition Sigma, 1985, Articles in non-refereed journals and books: (& A. Hyytinen) Koulutus ja tulot (Education and income), A. Latvala & K. Silventoinen, eds., Käyttäytymisgenetiikka - geeneistä yhteiskuntaan (Behavioral Genetics From Genes to Society), Gaudeamus, 2014, , (& Bryson, A., Böckerman, P.) Wellbeing in the workplace: the impact of modern management, CentrePiece, Vol. 16, No. 3, Winter 2012, 6-7 Comment on de la Fuente: Human capital and productivity, Nordic Economic Policy Review, No. 2, 2011, (& M. Maliranta) Suomen työpaikka- ja työntekijävirtojen käänteitä: toimialojen elinkaaret ja finanssikriisi (Turning points in the Finnish job and worker flows: The life-cycles of branches and financial crisis ), Työpoliittinen aikakauskirja (Finnish Labour Review), 2011, Vol. 54, No. 2, 6-23 (& P. Haaparanta) Kohti modernia, kansainvälistä kansantaloustiedettä (Towards modern, international economics; History of the HSE Economics department), E. Pöykkö & V. Åberg, eds., Tulkintoja, tosiasioita, tarinoita: Helsingin kauppakorkeakoulun historiaa (Interpretations, Facts, Stories: History of the Helsinki School of Economics), Aalto University, 2010, (& S. Ilmakunnas) Alkaako ikä painaa? rekrytoinnit ja ikäsegregaatio työmarkkinoilla (Do you feel the age? Hirings and age segregation in the labor market), K. Heimonen & H. Tervo, eds., Työ, talous ja yliopisto Jaakko Pehkonen 50 vuotta (Work, Economy, and University Jaakko Pehkonen 50 Years), University of Jyväskylä, 2010, (& M. Maliranta) Työpaikka- ja työntekijävirtojen viimeaikainen kehitys Suomen yrityssektorilla (Recent development of job and worker flows in the Finnish business sector), Työpoliittinen aikakauskirja (Finnish Labour Review), 2008, Vol. 51, No. 3, (& M. Maliranta) Omistuksen kansainvälistymisen vaikutus mikrotason dynamiikan kautta tuottavuuteen (The impact of ownership internationalization on productivity through micro-level dynamics), M. Maliranta & P. Ylä-Anttila, eds., Kilpailu, innovaatio ja tuottavuus (Competition, Innovation, and Productivity), ETLA Series B 228, 2007, (& P. Böckerman) Työttömien itsensä kokema hyvinvointi (Self-assessed welfare of the unemployed), K. Hämäläinen, H. Taimio & R. Uusitalo, eds., Työttömyys taloustieteellisiä puheenvuoroja (Unemployment Economic Views), Edita, 2006,

11 Comment on Torben M. Andersen s paper (International product market integration and wage bargaining), H. Piekkola and K. Snellman, eds., Collective Bargaining and Wage Formation - Performance and Challenges, Physica-Verlag, 2005, Palkkajoustot ja mikrotehokkuus (Wage flexibility and micro efficiency), Kansantaloudellinen aikakauskirja (Finnish Economic Journal), 2005, No. 2, (& P. Haaparanta, M. Puhakka) Professori Jouko Paakkanen in memoriam, Kansantaloudellinen aikakauskirja (Finnish Economic Journal), 2004, No. 1, 6-8 Talouskasvu, työttömyys ja työpaikkojen syntyminen ja häviäminen (Growth, unemployment, and job creation and destruction), R. Hjerppe & H. Räisänen, eds., Hyvinvointi ja työmarkkinoiden erityminen (Well-being and Segregation of Labor Markets), VATT Publications 40, 2004, (& P. Böckerman) Heijastuvatko epämukavat työolot työntekijöiden palkkoihin vai työtyytyväisyyteen? (Are adverse working conditions reflected in wages or job satisfaction?), Talous ja yhteiskunta, 33, 2004, (& A. Hyytinen) Yrittäjyyttä harkitsevien profiili (The profile of aspiring entrepreneurs), PTT:n katsaus, No. 3, 2004, Comment (on E. Koskela: 'Labour taxation and employment in trade union models'), S. Ilmakunnas and E. Koskela, eds., Towards Higher Employment: The Role of Labour Market Institutions, Government Institute for Economic Research (VATT), 2002, (M. Puhakka, J. Ylä-Liedenpohja): Professori Arvi Leponiemi in memoriam, Kansantaloudellinen aikakauskirja (Finnish Economic Journal), 2002, No. 2, Suhdannebarometri ja työpaikkavirrat (Business tendency surveys and job flows), Kansantaloudellinen aikakauskirja (Finnish Economic Journal), 2001, No. 3, Yritysrakenteen muutoksen politiikkaimplikaatiot (Policy implications of changes in firm structures), Kansantaloudellinen aikakauskirja (Finnish Economic Journal), 2000, No. 2, (& M. Maliranta) Työpaikkojen ja työntekijöiden vaihtuvuus laman ja elpymisen aikana (Turnover of jobs and workers in recession and recovery), Kansantaloudellinen aikakauskirja (Finnish Economic Journal), 2000, No. 2, (& S. Laaksonen, M. Maliranta) Enterprise demography and job flows, J. Alho, ed., Statistics, Registries and Science Experiences from Finland, Statistics Finland, 1999, Luova tuho työmarkkinoilla? (Creative destruction in the labor market?), Kansantaloudellinen aikakauskirja (Finnish Economic Journal), 1999, No.2,

12 Työmarkkinat, työllisyyskehitys ja rakenteellinen työttömyys (Labor market, employment and structural unemployment), opening remarks in economic policy panel, Kansantaloudellinen aikakauskirja (Finnish Economic Journal), 1999, No.2, Teknologia ikuinen ongelma (Technology an eternal problem), review of P. Vartia and P. Ylä-Anttila, eds.: Teknologia ja työ, Kansantaloudellinen aikakauskirja (Finnish Economic Journal), 1999, No.2, Markkinoille tulo ja markkinoilta poistuminen tutkimuksen valossa (Research on entry and exit), V. Kanniainen, ed., Yritykset kansantalouden perustana (Enterprises as the Basis of the Economy), Taloustieto, 1998, (& J. Topi) Births and deaths of firms in Finland, S. Laaksonen, ed., The Evolution of Firms and Industries - International Perspectives, Statistics Finland, Research Reports 223, 1997, Yritystoiminnan rakenteet muuttuvat - pysyykö tutkimus perässä? (Corporate structures are changing - is research lagging behind?), Kansantaloudellinen aikakauskirja (Finnish Economic Journal), 1996, No.2, Markkinoille tulo ja sieltä poistuminen Suomen teollisuudessa (Entry and exit in Finnish industries), J. Kojamo, ed., Puheenvuoroja kilpailusta (Views on Competition), Finnish Competition Authority, 1996, Estimation of the degree of oligopoly power with less than ideal data, M. Vihanto, ed.: Essays on Economics in Honour of Veikko Reinikainen on His Sixtieth Birthday, Turku School of Economics and Business Administration, Series A-5, 1995, Yksikköjuuri vai ei, siinä pulma (Unit root or no unit root - that is the problem), review of M. Linden: Studies in integrated and cointegrated economic time series, Kansantaloudellinen aikakauskirja (Finnish Economic Journal), 1995, No. 4, Yritystuki taloustieteen näkökulmasta (Economic analysis of subsidies), Kansantaloudellinen aikakauskirja (Finnish Economic Journal), 1994, No. 4, Uutta arsenaalia teollisuuden tueksi (New arsenal to support the industry), review of H. Hernesniemi: Teollisen pohjan kaventuminen - uhka huoltovarmuudelle?, Kansantaloudellinen aikakauskirja (Finnish Economic Journal), 1993, No. 1, Kansantaloustieteen jatkokoulutusohjelma (Doctoral program in economics), Korkeakoulutieto (Finnish Higher Education Bulletin), 1992, No. 1, 5-7 Konjunkturprognosernas roll i företagen (The role of economic forecasts in a business enterprise), Ekonomiska Samfundets Tidskrift (Journal of the Economic Society of Finland), 1991, No. 3, Väitöskirja CES ja par teknologiasta (A dissertation on CES and par technologies), review of L. Tenhunen: CES and par production techniques, income distribution and the neoclassical 12

13 theory of production, Kansantaloudellinen aikakauskirja (Finnish Economic Journal), 1990, No. 3, Johdanto (Introduction), M. Ingberg & P. Ilmakunnas, eds., Liikevaihtoverotuksen uudistamistarpeet (Reform Needs of the Sales Taxation), Research Institute of the Finnish Economy (ETLA), Series B 66, 1990, 1-3 Suhdanne-ennusteiden käyttömahdollisuudet yrityksissä: esimerkkejä Iso-Britanniasta (The use of macroeconomic forecasts in firms: Examples from Great Britain), Kansantaloudellinen aikakauskirja (Finnish Economic Journal), 1988, No. 4, Review of H. Törmä: Essays in the Demand for Energy in Finnish Manufacturing, Kansantaloudellinen aikakauskirja (Finnish Economic Journal), 1987, No. 4, Aggregation of micro forecasts, J. Kähkönen & J. Ylä-Liedenpohja, eds., A Tribute to Arvi Leponiemi on His 60th Birthday, Acta Academiae Oeconomicae Helsingiensis, Series A:48, 1986, Estimation of the production model for the German manufacturing sectors, R. Frees, P. Ilmakunnas, S. Kawasaki & M. Sailer, Hermes Model, A Report to the Commission of the European Communities, Berlin, 1984, A model of labor demand in a nonprofit workshop, M. Berkowitz, ed., Wages in Sheltered Employment, A report to the Minimum Wage Study Commission, Bound Brook, N.J., 1981, vol. II, Research reports: (& R. Seth, X. Deglise, R. Kliger, J.M. Leban, D. O Malley, U. Westermarck) Finnish Forest Cluster Research Programme : Evaluation Report, Publications of the Academy of Finland 15/02, 2002 (& M. Maliranta) The Turnover of Jobs and Workers in Finland, Ministry of Labour, Studies in Labour Policy 236, 2002 (& M. Maliranta) Työpaikkojen syntyminen ja häviäminen ja työvoiman vaihtuvuus (Job creation and destruction and worker turnover), Ministry of Labour, Studies in Labour Policy 209, 2000 Suhdanne-ennusteiden käyttömahdollisuudet yrityksissä (The use of macroeconomic forecasts in firms), Research Institute of the Finnish Economy (ETLA), Series B 63, 1990 (& J. Lassila) Talonrakennustuotannon ennustemalli (A forecasting model for construction activity), Research Institute of the Finnish Economy (ETLA), Series C 45, 1988 Studies in the Theory and Econometric Analysis of Production, Ph.D. dissertation, Rutgers University,

14 Working papers (only recent ones): (& A. Hyytinen, E, Johansson, O. Toivanen) Heritability of Lifetime Income, HECER Discussion Paper No. 364, 2013 (& M. Maliranta), Aging, labor flows, and firm performance, HECER Discussion Paper 164, 2007 (revised as How the age structure of worker flows affects firm performance?, 2014) (& P. Böckerman, J. Vainiomäki) Using twins to resolve the twin problem of having a bad job and a low wage, IZA Discussion Paper 8557, 2014 Research in progress: (& M. Maliranta, H. Pesola) Spillovers from multinationals to domestic firms: An empirical analysis of the profitability effects of labour flows (& S. Ilmakunnas) Age dissimilarity and separations (& A. Hyytinen) Health and labor market status 14

15 TEACHING EXPERIENCE: Introductory level Introductory microeconomics (Turku School of Economics) Introductory macroeconomics (Rutgers University, Turku School of Economics) Intermediate level Intermediate microeconomics (Rutgers University) Intermediate macroeconomics (Turku School of Economics, Helsinki School of Economics, Aalto University) Entrepreneurship and small business economics (Helsinki School of Economics) BSc thesis seminar (Helsinki School of Economics, Aalto University) Master s level Microeconomic theory (University of Helsinki) Econometrics (University of Tampere, University of Joensuu) Applied econometrics (Helsinki School of Economics, Aalto University) Industrial organization (Helsinki School of Economics) Methods and applications of industrial organization (Bank of Finland) Empirical industrial organization (University of Helsinki) Statistical foundations of financial market and risk analysis (Bank of Finland) Labour economics (Helsinki School of Economics) Unemployment theory (Aalto University) Applied time series econometrics (Aalto University) MSc thesis seminar (University of Helsinki, Turku School of Economics, Helsinki School of Economics) Capstone seminar (Aalto University) PhD level Econometrics (Finnish Doctoral Programme in Economics FDPE) Econometrics: Microeconometrics (FDPE) Microeconomics (FDPE) Labour economics (FDPE) Methodology (Turku School of Economics) Licentiate seminar (University of Helsinki, Turku School of Economics) Seminar in microeconomics and industrial organization (FDPE) Seminar in labour economics (FDPE) Labour and public economics seminar (HECER) 15

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