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Thúc Đẩy Đổi Mới: Tác Động Khác Biệt Của Các Chính Sách Trợ Cấp Nghiên Cứu và Phát Triển (R&D)
Tóm tắt
Chúng tôi nghiên cứu tác động của các khoản trợ cấp R&D đến đổi mới của các doanh nghiệp dựa trên quyền sở hữu, ngành công nghiệp và kích thước doanh nghiệp sử dụng dữ liệu cấp doanh nghiệp của Đức. Tác động của các khoản trợ cấp R&D là không đồng nhất giữa các ngành công nghiệp đối với các tập đoàn đa quốc gia (MNC) và các doanh nghiệp trong nước. Sự không đồng nhất này vẫn tồn tại với nhiều phương pháp ước lượng khác nhau. Các doanh nghiệp trong nước có phản ứng lớn hơn về chi tiêu cho R&D trong các ngành chế tạo công nghệ thấp và trung bình, trong khi tác động trong ngành chế tạo công nghệ cao lớn hơn đối với cả doanh nghiệp trong nước và MNC nước ngoài. Trong các dịch vụ dựa trên tri thức và dịch vụ công nghệ, phản ứng của các doanh nghiệp trong nước và trong một số trường hợp là các MNC nước ngoài lớn hơn so với các MNC trong nước. Về mặt số lượng bằng sáng chế, các chi nhánh của MNC nước ngoài có xu hướng có số lượng lớn hơn trong ngành chế tạo công nghệ cao.
Từ khóa
#trợ cấp R&D #đổi mới #tập đoàn đa quốc gia #doanh nghiệp trong nước #ngành công nghiệp công nghệ caoTài liệu tham khảo
Acemoglu D, Akcigit U, Alp H, Bloom N, Kerr W (2018) Innovation, reallocation, and growth. Am Econ Rev 108(11):3450–3491
Aerts K, Schmidt T (2008) Two for the price of one?: additionality effects of R&D subsidies: a comparison between Flanders and Germany. Res Policy 37(5):806–822
Alcacer J, Chung W (2007) Location strategies and knowledge spillovers. Manage Sci 53(5):760–776
Alkemade F, Heimeriks G, Schoen A, Villard L, Laurens P (2015) Tracking the internationalization of multinational corporate inventive activity: national and sectoral characteristics. Res Policy 44(9):1763–1772
Arrow KJ (1962) Economic welfare and the allocation of resources for invention. In: Nelson RR (ed) The rate and direction of inventive activity: economic and social factors. Princeton University Press, Princeton, NJ, pp 609–625. https://www.nber.org/books/univ62-1
Arundel A, Kabla I (1998) What percentage of innovations are patented? Empirical estimates for european firms. Res Policy 27:127–141
Aschhoff B (2009) The effect of subsidies on R&D investment and success: do subsidy history and size matter?, No 09–032, ZEW Discussion Papers, ZEW - Leibniz Centre for European Economic Research
Belderbos R, Lokshin B, Sadowski B (2015) The returns to foreign R&D. J Int Bus Stud 46(4):491–504
Belderbos R, Grimpe C (2020) Learning in Foreign and Domestic Value Chains: The Role of Opportunities and Capabilities. Industrial and Corporate Change, forthcoming
Bellego C, Benatia D, Pape L-D (2022) Dealing with Logs and Zeros in Regression Models. CREST Working Paper
Birkinshaw J, Hood N (1998) Multinational subsidiary evolution: capability and charter change in foreign-owned subsidiary companies. Acad Manag Rev 23(4):773–795
Blanes JV, Busom I (2004) Who participates in R&D subsidy programs? Res Policy 33(10):1459–1476
Bloom N, Griffith R, van Reenen J (2002) Do R&D tax credits work? Evidence from a panel of countries 1979–1997. J Public Econ 85(1):1–31
Blundell R, Griffith R, Windmeijer F (2002) Individual effects and dynamics in count data models. J Econ 108(1):113–131
BMBF (2016a) Bundesbericht Forschung Und Innovation 2016
BMBF (2016b) Forschungs- Und Innovationspolitik Der Länder - Bundesbericht Forschung Und Innovation 2016 - Ergänzungsband 3
BMBF (2016c) Forschungsrahmenprogramm Der Bundesregierung Zur It-Sicherheit - Selbstbestimmt Und Sicher in Der Digitalen Welt 2015–2020
Bozeman B (2000) Technology transfer and public policy: a review of research and theory. Res Policy 29:627–655
Bronzini R, Piselli P (2016) The impact of R&D subsidies on firm innovation. Res Policy 45:442–457
Budish E, Roin B, Williams H (2015) Do firms underinvest in long-term research? Evidence from cancer clinical trials. Am Econ Rev 105(7):2044–2085
Caliendo M, Kopeinig S (2008) Some practical guidance for the implementation of propensity score matching. J Econ Surv 22(1):31–72
Cantwell J (2017) Innovation and international business. Ind Innov 24(1):41–60
Cantwell J, Mudambi R (2005) Mne competence-creating subsidiary mandates. Strateg Manag J 26(12):1109–1128
Cappelen Å, Raknerud A, Rybalka M (2012) The effects of R&D tax credits on patenting and innovations. Res Policy 41(2):334–345
Cassiman B, Golovko E (2011) Innovation and internationalization through exports. J Int Bus Stud 42(1):56–75
Ceh B (2009) A review of knowledge externalities, innovation clusters and regional development. Prof Geogr 61:275–277
Chaminade C, Edquist C (2008) Rationales for Public Policy Intervention in the Innovation Process: Systems of Innovation Approach. In: Smits R, Kuhlmann S, Shapira P (eds) The Theory and Practice of Innovation Policy. Edward Elgar, Cheltenham, pp 95–119
Chen S, Dauchy E (2018) International Technology Sourcing and Knowledge Spillovers: Evidence from OECD Countries. IMF Working Paper 18/51
Clarysse B, Wright M, Mustar P (2009) Behavioural additionality of R&D subsidies: a learning perspective. Res Policy 38(10):1517–1533
Criscuolo C, Haskel JE, Slaughter MJ (2005) Global Engagement and the Innovation Activities of Firms, NBER Working Paper, Cambridge, MA
Czarnitzki D, Licht G (2006) Additionality of public R&D grants in a transition economy. Econ Transit 14(1):101–131
Czarnitzki D, Toole AA (2007) Business R&D and the interplay of R&D subsidies and product market uncertainty. Rev Ind Organ 31(3):169–181
Czarnitzki D, Hanel P, Rosa JM (2011) Evaluating the impact of R&D tax credits on innovation: a microeconometric study on canadian firms. Res Policy 40(2):217–229
David PA, Hall BH (2000) Heart of darkness: modeling public-private funding interactions inside the R&D black box. Res Policy 29:1165–1183
David PA, Hall BH, Toole AA (2000) Is public R&D a complement or a substitute for private R&D? Res Policy 29:497–529
de Faria P, Sofka W (2010) Knowledge protection strategies of multinational firms - a cross-country comparison. Res Policy 39(7):956–968
Dechezleprêtre A, Einiö E, Martin R, Nguyen K-T, van Reenen J (2016) Do Tax Incentives for Research Increase Firm Innovation? An RD Design for R&D, Technical report, NBER
Dimos C, Pugh G (2016) The effectiveness of R&D subsidies: a meta-regression analysis of the evaluation literature. Res Policy 45:797–815
EFI (2017) Gutachten Zu Forschung, Innovation Und Technologischer Leistungsfaehigkeit Deutschlands 2017
Ely A, Van Zwanenberg P, Stirling A (2014) Broadening out and opening up technology assessment: approaches to enhance international development, co-ordination and democratisation. Res Policy 43(3):505–518
Eurostat. (2009) Fifth Community Innovation Survey: Synthesis of Quality Reports. Office for Official Publications of the European Communities, Luxembourg
Feldman MP, Kelley MR (2006) The ex ante assessment of knowledge spillovers: government R&D policy, economic incentives and private firm behavior. Res Policy 35(10):1509–1521
Fontana R, Nuvolari A, Shimizu H, Vezzulli A (2013) Reassessing patent propensity: evidence from a dataset of R&D awards, 1977–2004. Res Policy 42(10):1780–1792
Gelman A, Imbens G (2013) Why Ask Why? Forward Causal Inference and Reverse Causal Questions, NBER Working Paper No. 19614, Cambridge, MA
Gkotsis P, Vezzani A (2019) "Heterogeneity of Technology-Specific R&D Investments. Evidence from top R&D Investors Worldwide," JRC Working Papers on Corporate R&D and Innovation 2018–04, Joint Research Centre.
Gök A, Edler J (2012) The use of behavioural additionality evaluation in innovation policy making. Res Eval 21(4):306–318
Gonzalez X, Pazo C (2008) Do public subsidies stimulate private R&D spending? Res Policy 37:271–389
Grimpe C, Sofka W, Bhargava M, Chatterjee R (2017) R&D, marketing innovation, and new product performance: a mixed methods study. J Prod Innov Manag 34(3):360–383
Heckman JJ, Ichimura H, Smith JA, Todd P (1998) Charaterizing selection bias using experimental data. Econometrica 66(5):1017–1098
Holmes RM, Zahra SA, Hoskisson RE, DeGhetto K, Sutton T (2016) Two-way streets: the role of institutions and technology policy in firms’ corporate entrepreneurship and political strategies. Acad Manag Perspect 30(3):247–272
Howell ST (2017) Financing innovation: evidence from R&D grants. American Economic Review 107(4):1136–1164
Jaffe AB, Le T (2015) The Impact of R&D Subsidy on Innovation: A Study of New Zealand Firms, NBER Working Paper No. No. 21479
Klette TJ, Møen J, Griliches Z (2000) Do subsidies to commercial R&D reduce market failures? Res Policy 29(4):471–495
Koehler C, Sofka W, Grimpe C (2012) Selective search, sectoral patterns, and the impact on product innovation performance. Res Policy 41(8):1344–1356
Lazzarini SG (2015) Strategizing by the government: can industrial policy create firm-level competitive advantage? Strateg Manag J 36(1):97–112
Lester J, Warda J (2020) Enhanced Tax Incentives for R&D Would Make Americans Richer. ITIF Working Paper
Leuven E, Sianesi B (2003) PSMATCH2: Stata module to perform full Mahalanobis and propensity score matching, common support graphing, and covariate imbalance testing
Lundvall BA (ed) (1992) National Systems of Innovation. Towards a Theory of Innovation and Interactive Learning. Pinter Publishers, London
Minniti A, Venturini F (2017) The long-run growth effects of R&D policy. Res Policy 46:316–326
Nichols A (2007) Causal inference with observational data. Stata Sci 7(4):507–541
Niosi J (1999) The internationalization of industrial R&D: from technology transfer to the learning organization. Res Policy 28:107–117
NRP (2017) Nationales Reformprogramm 2017
OECD (2006) Government R&D Funding and Company Behavior: Measuring Behavioral Additionality. OECD, Paris
OECD (2019) Fdi in Figures. OECD, Paris
Papageorgiadis N, Sofka W (2020) Patent enforcement across 51 countries – patent enforcement index 1998–2017. J World Bus 55(4):1–14
Park WG (2008) International patent protection: 1960–2005. Res Policy 37(4):761–766
Rammer C, Peters B, Schmidt T, Aschhoff B, Doherr T, Niggemann H (2005) Innovationen in Deutschland - Ergebnisse Der Innovationserhebung 2003 in Der Deutschen Wirtschaft. Nomos, Baden-Baden
Rao N (2016) Do tax credits stimulate R&D spending? The effect of the R&D tax credit in its first decade. J Public Econ 140:1–12
Rigby J, Ramlogan R (2012) Access to Finance: Impacts of Publicly Supported Venture Capital and Loan Guarantees. Nesta, London
RKW (2017) Wirksamkeit Der Geförderten Fue-Projekte Des Zentralen Innovationsprogramm Mittelstand (Zim) Fokus: 2014 Abgeschlossene Zim-Projekte
Rosenbaum PR, Rubin DB (1983) The central role of the propensity score in observational studies for causal effects. Biometrika 70(1):41–55
Salter A, Martin B (2001) The economic benefits of publicly funded basic research: a critical review. Res Policy 30(3):509–532
Santangelo GD, Meyer KE, Jindra B (2016) MNE subsidiaries’ outsourcing and insourcing of R&D: The role of local institutions. Glob Strateg J 6(4):247–268
Santos Silva JMC, Tenreyro S (2006) The log of gravity. Rev Econ Stat 88(4):641–658
Sofka W, Shehu E, de Faria P (2014) Multinational subsidiary knowledge protection—do mandates and clusters matter? Res Policy 43(8):1320–1333
Sofka W, Shehu E, Hristov H (2018) Research and Innovation (Rio) Country Report 2017: Germany. European Commission, Brussels
Sofka W, Sprutacz M (2017) Rio Country Report 2016: Germany
Sofka W, Grimpe C, Hasanov F, Cherif R (2022) Additionality or opportunism? Do host-country R&D subsidies impact innovation in foreign MNC subsidiaries? J Int Bus Pol 5:296–327
Song J, Asakawa K, Chu Y (2011) What determines knowledge sourcing from host locations of overseas R&D operations?: a study of global R&D activities of Japanese multinationals. Res Policy 40(3):380–390
Un CA, Cuervo-Cazurra A (2008) Do subsidiaries of foreign Mnes invest more in R&D than domestic firms? Res Policy 37(10):1812–1828
Un CA, Cuervo-Cazurra A, Asakawa K (2010) R&D collaborations and product innovation. J Product Innov Manag 27(5):673–689
Zúñiga-Vicente JÁ, Alonso-Borrego C, Forcadell FJ, Galán JI (2014) Assessing the effect of public subsidies on firm R&D investment: a survey. J Econ Surv 28(1):36–67
