IDEAS home Printed from https://ideas.repec.org/a/bla/acctfi/v62y2022i1p3-29.html
   My bibliography  Save this article

Innovation, external technological environment and the total factor productivity of enterprises

Author

Listed:
  • Zumian Xiao
  • Hongfeng Peng
  • Zheyao Pan

Abstract

In this paper, we study the impact of endogenous innovation and the external technological environment on total factor productivity. We first develop an endogenous growth model and derive a testable empirical model. We then estimate the empirical model based on the World Bank’s worldwide enterprise survey data for 119 countries spanning 2007–2017. Our results suggest that: (i) enterprises’ R&D activity increases their total factor productivity; (ii) a higher level of external technology weakens the impact of the R&D activity on total factor productivity; and (iii) enterprises located in low‐ and middle‐income countries often lack continuous innovation.

Suggested Citation

  • Zumian Xiao & Hongfeng Peng & Zheyao Pan, 2022. "Innovation, external technological environment and the total factor productivity of enterprises," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(1), pages 3-29, March.
    • Handle: RePEc:bla:acctfi:v:62:y:2022:i:1:p:3-29
    DOI: 10.1111/acfi.12779
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/acfi.12779
    Download Restriction: no
    File URL: https://libkey.io/10.1111/acfi.12779?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Gene M. Grossman & Elhanan Helpman, 1991. "Quality Ladders and Product Cycles," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 557-586.
    2. Ugur, Mehmet & Churchill, Sefa Awaworyi & Luong, Hoang M., 2020. "What do we know about R&D spillovers and productivity? Meta-analysis evidence on heterogeneity and statistical power," Research Policy, Elsevier, vol. 49(1).
    3. Broda, Christian & Greenfield, Joshua & Weinstein, David E., 2017. "From groundnuts to globalization: A structural estimate of trade and growth," Research in Economics, Elsevier, vol. 71(4), pages 759-783.
    4. Harald Badinger & Peter Egger, 2016. "Productivity Spillovers Across Countries and Industries: New Evidence From OECD Countries," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 78(4), pages 501-521, August.
    5. Andrew Atkeson & Ariel Tomás Burstein, 2010. "Innovation, Firm Dynamics, and International Trade," Journal of Political Economy, University of Chicago Press, vol. 118(3), pages 433-484, June.
    6. Cem Ertur & Wilfried Koch, 2007. "Growth, technological interdependence and spatial externalities: theory and evidence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(6), pages 1033-1062.
    7. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    8. Terziovski, Milé & Guerrero, Jose-Luis, 2014. "ISO 9000 quality system certification and its impact on product and process innovation performance," International Journal of Production Economics, Elsevier, vol. 158(C), pages 197-207.
    9. Tientao, A. & Legros, D. & Pichery, M.C., 2016. "Technology spillover and TFP growth: A spatial Durbin model," International Economics, Elsevier, vol. 145(C), pages 21-31.
    10. Hullova, Dusana & Simms, Christopher Don & Trott, Paul & Laczko, Pavel, 2019. "Critical capabilities for effective management of complementarity between product and process innovation: Cases from the food and drink industry," Research Policy, Elsevier, vol. 48(1), pages 339-354.
    11. Lily H. Fang & Josh Lerner & Chaopeng Wu, 2017. "Intellectual Property Rights Protection, Ownership, and Innovation: Evidence from China," The Review of Financial Studies, Society for Financial Studies, vol. 30(7), pages 2446-2477.
    12. Howard Kung & Lukas Schmid, 2015. "Innovation, Growth, and Asset Prices," Journal of Finance, American Finance Association, vol. 70(3), pages 1001-1037, June.
    13. Gene M. Grossman & Elhanan Helpman, 1991. "Quality Ladders in the Theory of Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(1), pages 43-61.
    14. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    15. Fujimori, Azusa & Sato, Takahiro, 2015. "Productivity and technology diffusion in India: The spillover effects from foreign direct investment," Journal of Policy Modeling, Elsevier, vol. 37(4), pages 630-651.
    16. Lee, Dongyeol, 2016. "Role of R&D in the productivity growth of Korean industries: Technology gap and business cycle," Journal of Asian Economics, Elsevier, vol. 45(C), pages 31-45.
    17. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    18. William Sheng Liu & Frank Wogbe Agbola & Janet Ama Dzator, 2016. "The impact of FDI spillover effects on total factor productivity in the Chinese electronic industry: a panel data analysis," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 21(2), pages 217-234, April.
    19. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    20. Binxi Cui & Chaojun Yang, 2018. "Equity financing constraints and R&D investments: evidence from an IPO suspension in China," China Finance Review International, Emerald Group Publishing Limited, vol. 8(2), pages 158-172, April.
    21. Alla Lileeva & Daniel Trefler, 2010. "Improved Access to Foreign Markets Raises Plant-level Productivity…For Some Plants," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 1051-1099.
    22. Chen, Minjia & Guariglia, Alessandra, 2013. "Internal financial constraints and firm productivity in China: Do liquidity and export behavior make a difference?," Journal of Comparative Economics, Elsevier, vol. 41(4), pages 1123-1140.
    23. Hans Loof & Almas Heshmati, 2006. "On the relationship between innovation and performance: A sensitivity analysis," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(4-5), pages 317-344.
    24. DU, Julan & LU, Yi & TAO, Zhigang & YU, Linhui, 2012. "Do domestic and foreign exporters differ in learning by exporting? Evidence from China," China Economic Review, Elsevier, vol. 23(2), pages 296-315.
    25. Newman, Carol & Rand, John & Talbot, Theodore & Tarp, Finn, 2015. "Technology transfers, foreign investment and productivity spillovers," European Economic Review, Elsevier, vol. 76(C), pages 168-187.
    26. Daron Acemoglu & Philippe Aghion & Fabrizio Zilibotti, 2006. "Distance to Frontier, Selection, and Economic Growth," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 37-74, March.
    27. Hu, Cui & Tan, Yong, 2016. "Product differentiation, export participation and productivity growth: Evidence from Chinese manufacturing firms," China Economic Review, Elsevier, vol. 41(C), pages 234-252.
    28. Xiaolu Liu & Honglin Li, 2017. "Financial constraints and the productivity–survival link: evidence from China’s firm-level data," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 26(5), pages 763-779.
    29. Hugo A. Hopenhayn, 2014. "Firms, Misallocation, and Aggregate Productivity: A Review," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 735-770, August.
    30. Ilke Van Beveren, 2012. "Total Factor Productivity Estimation: A Practical Review," Journal of Economic Surveys, Wiley Blackwell, vol. 26(1), pages 98-128, February.
    31. Huang, Junbing & Cai, Xiaochen & Huang, Shuo & Tian, Sen & Lei, Hongyan, 2019. "Technological factors and total factor productivity in China: Evidence based on a panel threshold model," China Economic Review, Elsevier, vol. 54(C), pages 271-285.
    32. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    33. Andrea Caggese, 2019. "Financing Constraints, Radical versus Incremental Innovation, and Aggregate Productivity," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(2), pages 275-309, April.
    34. Jianhong Qi & Yingmei Zheng & James Laurenceson & Hong Li, 2009. "Productivity Spillovers from FDI in China: Regional Differences and Threshold Effects," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 17(4), pages 18-35, July.
    35. Haneda, Shoko & Ito, Keiko, 2018. "Organizational and human resource management and innovation: Which management practices are linked to product and/or process innovation?," Research Policy, Elsevier, vol. 47(1), pages 194-208.
    36. Qifeng Zhao & Yongzhong Wang, 2018. "Pay gap, inventor promotion and corporate technology innovation," China Finance Review International, Emerald Group Publishing Limited, vol. 9(2), pages 154-182, April.
    37. Aligui Tientao & Diego Legros & Marie Claude Pichery, 2016. "Technology spillover and TFP growth: A spatial Durbin model," International Economics, CEPII research center, issue 145, pages 21-31.
    38. Stephen R. Bond & Irem Guceri, 2017. "R&D and productivity: evidence from large UK establishments with substantial R&D activities," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 26(1-2), pages 108-120, February.
    39. Tor Jakob Klette, 1996. "R&D, Scope Economies, and Plant Performance," RAND Journal of Economics, The RAND Corporation, vol. 27(3), pages 502-522, Autumn.
    40. Su, Yaqin & Liu, Zhiqiang, 2016. "The impact of foreign direct investment and human capital on economic growth: Evidence from Chinese cities," China Economic Review, Elsevier, vol. 37(C), pages 97-109.
    41. Shoufu Xu & Xuehui He & Longbing Xu, 2018. "Market or government: who plays a decisive role in R&D resource allocation?," China Finance Review International, Emerald Group Publishing Limited, vol. 9(1), pages 110-136, August.
    42. Yaoqin Li & Xixiong Xu & Yushu Zhu & Mamiza Haq, 2021. "CEO decision horizon and corporate R&D investments: an explanation based on managerial myopia and risk aversion," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 61(4), pages 5141-5175, December.
    43. Yang, Chih-Hai & Chen, Ying-Hui, 2012. "R&D, productivity, and exports: Plant-level evidence from Indonesia," Economic Modelling, Elsevier, vol. 29(2), pages 208-216.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Bing Zhou & Gong Zhang & Shulei Bi, 2023. "How Does Emissions Trading Affect the Efficiency of Enterprise Resource Allocation? Evidence From China," SAGE Open, , vol. 13(4), pages 21582440231, November.
    2. Dongyu Zhao & Man Wang, 2024. "Smart Manufacturing Promotes High-Quality Development of Enterprises in China," Sustainability, MDPI, vol. 16(23), pages 1-20, November.
    3. Zhaohui Yan & Mingli Wang & Yumeng Sun & Zihui Nan, 2023. "The Impact of Research and Development Investment on Total Factor Productivity of Animal Husbandry Enterprises: Evidence from Listed Companies in China," Agriculture, MDPI, vol. 13(9), pages 1-21, September.
    4. Hongjian Yu & Yao Zhao & Guitao Qiao & Mahmood Ahmad, 2023. "Can Green Financial Reform Policies Promote Enterprise Development? Empirical Evidence from China," Sustainability, MDPI, vol. 15(3), pages 1-21, February.
    5. Lin, Boqiang & Xie, Yongjing, 2024. "Effect of renewable energy subsidy policy on firms’ total factor productivity: The threshold effect," Energy Policy, Elsevier, vol. 192(C).
    6. Rongwu Zhang & Lan Luo & Jianjun Du, 2023. "The influence of fiscal policy uncertainty on corporate total factor productivity: Evidence from Chinese public companies," Contemporary Economic Policy, Western Economic Association International, vol. 41(3), pages 532-554, July.
    7. Guo, Yunxia & Yu, Mengyao & Xu, Mingchen & Tang, Ying & Huang, Jingran & Liu, Jia & Hao, Yu, 2023. "Productivity gains from green finance: A holistic and regional examination from China," Energy Economics, Elsevier, vol. 127(PA).
    8. Guoen Xia & Zenghui Yu & Xuwu Peng, 2023. "How Does Enterprise Digital Transformation Affect Total Factor Productivity? Based on the Information Intermediary Role of Analysts’ Attention," Sustainability, MDPI, vol. 15(11), pages 1-22, May.
    9. Wei Yang & Qiuxia Chen & Yanyue Dao & Xiaoting Huang & Weifang Shao, 2022. "Ecological Civilization and High-Quality Development: Do Tourism Industry and Technological Progress Affect Ecological Economy Development?," IJERPH, MDPI, vol. 20(1), pages 1-25, December.
    10. Guangwei Zhang & Yahan Shi & Nuozhou Huang, 2024. "Government Subsidies, Green Innovation, and Firm Total Factor Productivity of Listed Artificial Intelligence Firms in China," Sustainability, MDPI, vol. 16(8), pages 1-20, April.
    11. Cong Zhang & Shanyue Jin, 2022. "What Drives Sustainable Development of Enterprises? Focusing on ESG Management and Green Technology Innovation," Sustainability, MDPI, vol. 14(18), pages 1-20, September.
    12. Zhang, Fan & Zhang, Jiewei & Gao, Ya & Wang, Zhuquan, 2024. "How does optimizing the business environment affect the capital flows between northern and southern China? From the perspective of enterprises' location choice for out-of-town investment," International Review of Financial Analysis, Elsevier, vol. 94(C).
    13. Lin, Boqiang & Xie, Yongjing, 2024. "The role of venture capital in determining the total factor productivity of renewable energy enterprises: In the context of government subsidy reduction," Energy Economics, Elsevier, vol. 132(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Huang, Junbing & Cai, Xiaochen & Huang, Shuo & Tian, Sen & Lei, Hongyan, 2019. "Technological factors and total factor productivity in China: Evidence based on a panel threshold model," China Economic Review, Elsevier, vol. 54(C), pages 271-285.
    2. Sai Ding & Alessandra Guariglia & Richard Harris, 2016. "The determinants of productivity in Chinese large and medium-sized industrial firms, 1998–2007," Journal of Productivity Analysis, Springer, vol. 45(2), pages 131-155, April.
    3. Kancs, d’Artis & Siliverstovs, Boriss, 2016. "R&D and non-linear productivity growth," Research Policy, Elsevier, vol. 45(3), pages 634-646.
    4. Kong, Dongmin & Zhang, Bohui & Zhang, Jian, 2022. "Higher education and corporate innovation," Journal of Corporate Finance, Elsevier, vol. 72(C).
    5. Ulf Lewrick & Lukas Mohler & Rolf Weder, 2014. "When firms and industries matter: understanding the sources of productivity growth," BIS Working Papers 469, Bank for International Settlements.
    6. Abdin, Joynal & Sharma, Abhijit & Trivedi, Rohit & Wang, Chengang, 2024. "Financing constraints, intellectual property rights protection and incremental innovation: Evidence from transition economy firms," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
    7. Nguyen, Huong, 2016. "Ease of Doing Business Reforms in Vietnam: Implications for Total Factor Productivity in Manufacturing Industries," Papers 999, World Trade Institute.
    8. Dai, Xiaoyong & Sun, Zao, 2021. "Does firm innovation improve aggregate industry productivity? Evidence from Chinese manufacturing firms," Structural Change and Economic Dynamics, Elsevier, vol. 56(C), pages 1-9.
    9. Ahn, JaeBin & Choi, Moon Jung, 2020. "From firm-level imports to aggregate productivity: Evidence from Korean manufacturing firm data," Japan and the World Economy, Elsevier, vol. 56(C).
    10. Çağatay Bircan & Ralph De Haas, 2020. "The Limits of Lending? Banks and Technology Adoption across Russia," The Review of Financial Studies, Society for Financial Studies, vol. 33(2), pages 536-609.
    11. Jess Benhabib & Jesse Perla & Christopher Tonetti, 2021. "Reconciling Models of Diffusion and Innovation: A Theory of the Productivity Distribution and Technology Frontier," Econometrica, Econometric Society, vol. 89(5), pages 2261-2301, September.
    12. Maria Bas & Vanessa Strauss-Kahn, 2014. "Does importing more inputs raise exports? Firm-level evidence from France," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 150(2), pages 241-275, May.
    13. Chen, Binkai & Lin, Justin Yifu, 2021. "Development strategy, resource misallocation and economic performance," Structural Change and Economic Dynamics, Elsevier, vol. 59(C), pages 612-634.
    14. Nuno Gonçalves & Carlos Carreira, 2023. "Intangible Capital and Productivity of Portuguese Firms in the Last Decade (2010-2019)," Notas Económicas, Faculty of Economics, University of Coimbra, issue 56, pages 110-132, July.
    15. Dong Cheng & Zhongzhong Hu & Yong Tan, 2021. "Heterogeneous impacts of finance on firm exports: Evidence from export deregulation in a large developing country," The World Economy, Wiley Blackwell, vol. 44(11), pages 3326-3350, November.
    16. Karolis Matikonis & Matthew Gobey, 2024. "Small Business Property Tax Reductions and Firm Productivity," Small Business Economics, Springer, vol. 62(1), pages 307-324, January.
    17. Fang Wang & Zhaoyuan Xu & Xiaoyong Dai, 2023. "Is learning by exporting technology specific? Evidence from Chinese firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 32(2), pages 275-304, February.
    18. Alvaro Garcia-Marin & Nico Voigtländer, 2019. "Exporting and Plant-Level Efficiency Gains: It's in the Measure," Journal of Political Economy, University of Chicago Press, vol. 127(4), pages 1777-1825.
    19. Gustavo Canavire-Bacarreza & Luis Castro Peñarrieta, 2021. "Can licensing induce productivity? Exploring the IPR effect," Empirical Economics, Springer, vol. 61(2), pages 549-586, August.
    20. Gabriella Berloffa & Eleonora Matteazzi & Alina Şandor & Paola Villa, 2019. "The quality of employment in the early labour market experience of young Europeans," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 43(6), pages 1549-1575.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bla:acctfi:v:62:y:2022:i:1:p:3-29. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/aaanzea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.