Research on the impact of firm relocation on technological innovation

Tang Jinyue, Luo Shougui

Science Research Management ›› 2023, Vol. 44 ›› Issue (9) : 110-119.

PDF(412 KB)
PDF(412 KB)
Science Research Management ›› 2023, Vol. 44 ›› Issue (9) : 110-119.

Research on the impact of firm relocation on technological innovation

  • Tang Jinyue1, Luo Shougui1,2
Author information +
History +

Abstract

   Relocation is an adjustment strategy for firms to seek the optimal business location, which has been a classic topic in the field of regional economics. Relevant studies have investigated the spatial patterns and influencing factors of firm relocation and its impact on economic benefits, while few have discussed the effects of firm relocation on innovation performance. Based on the theoretical analysis of the relationship between firm relocation, firm characteristics and innovation performance, the hypotheses proposed are as follows: there is a positive correlation between firm relocation and technological innovation performance; the positive effect on manufacturing and non-high-tech firms is lower than that on service industry and high-tech firms; the effect on large firms is higher than small firms; the effect of non-state-owned firms is higher than state-owned firms; the effect on firms moving from urban areas to suburbs is higher than that of moving from suburbs to urban areas; the effect on firms moving into special economic zones is higher than that on firms moving out of zones.This paper used the annual survey data on technology firms collected by the Shanghai Science and Technology Committee (STCSM) during the period of 2011-2018, and the staggered difference-in-difference model. The dependent variable is the amount of intellectual property applications of firms in each year, and the independent variable is whether the firm had moved in each year. The model also controls firm characteristics including R&D labor, R&D expenditure and its quadratic term, income, asset, age, high-tech certification, firm fixed effects and time fixed effects. The model has satisfied the parallel trends assumption. The research results confirmed the hypothesis that firm relocation within Shanghai has a positive effect on their technological innovation performance, and investigates the heterogeneity of promoting effect. The main conclusions of the study are as follows: Firstly, regional environment affects the innovation behavior of firms, so firms relocate to regions with better innovation environment and knowledge spillovers for the purpose of maximizing innovation production. As a result, relocation within the city has a significant positive effect on firms′ innovation performance. The account of patent applications after relocation increased by an average of 6.4% compared with that before relocation. Further sub-sample research showed that relocation has different impacts on firms in different industries. The cost of migration for manufacturing firms is relatively large, and they are often passively relocated because of urban planning and government policy about industrial transformation and upgrading. Secondly, the research results confirmed the hypothesis that the effect of service industry is stronger than that of manufacturing firms. High-tech firms are less dependent on natural conditions such as land and energy, so it is relatively easy to transfer to advantageous locations in space and obtain superior innovation resources, and form more technological innovation output. Specifically, the account of intellectual property applications increased by 3.7% after the relocation of non-high-tech firms, while that of high-tech firms increased by 6.7%. After dividing our sample into micro, small, medium and large firms, the results showed that the larger the firms, the higher the technological innovation effect of their relocation. Larger firms have stronger ability to adapt to the environment and resist risks; for example, relocation has no significant impact on micro-firms, while it increases applications of large firms by 7.7%. Moving decisions of state-owned firms may be interfered by the government, which are not always correlated with their own interests and strategies. Thirdly, the research results showed that relocation has a higher effect on non-state-owned firms′ technological innovation increase, while it has no significant impact on state-owned firms. Moving to the suburbs and special economic zones makes a higher impact on promoting firm technological innovation, which is possibly because high operating costs of locating in urban areas decrease firms′ R&D input, and special economic zones provide a superior business environment and incentive policies for firms to innovate. To ensure that the results are robust, this paper constructed a subsample with more comparable treatment group and control group, with the propensity score matching method adopted. Additionally, the accurate discontinuity model was used to test the effect again, which has confirmed our results from the baseline regression.

Key words

firm relocation / technological innovation / technology firm / staggered difference-in-difference model

Cite this article

Download Citations
Tang Jinyue, Luo Shougui. Research on the impact of firm relocation on technological innovation[J]. Science Research Management. 2023, 44(9): 110-119

References

[1] 孙伟,刘亚平.高新技术企业区位选择影响因素分析[J].科技进步与对策,2008(07):61-64.
[2] Smith D M. A theoretical framework for geographical studies of industrial location[J]. Economic Geography, 1966, 42(2): 95-113.
[3] 张少军,刘志彪.全球价值链模式的产业转移——动力、影响与对中国产业升级和区域协调发展的启示[J].中国工业经济,2009(11):5-15.
[4] Erickson R A, Wasylenko M. Firm relocation and site selection in suburban municipalities[J]. Journal of urban Economics, 1980, 8(1): 69-85.
[5] Tang T, Li Z, Ni J, et al. Land costs, government intervention, and migration of firms: The case of China[J]. China Economic Review, 2020, 64: 101560.
[6] 席强敏.企业迁移促进了全要素生产率提高吗?——基于城市内部制造业迁移的验证[J].南开经济研究,2018(04):176-193.
[7] McCann P. Industrial location economics[M]. Edward Elgar Publishing, 2002.
[8] 周正柱,孙明贵.企业迁移研究脉络梳理与展望[J].经济问题探索,2012(02):120-126.
[9] 郑东雅,皮建才,刘志彪.中国的房价上涨与实体经济投资:拉动效应还是挤出效应?[J].金融评论,2019,11(04):1-13+124.
[10] Pennings E, Sleuwaegen L. International relocation: firm and industry determinants[J]. Economics Letters, 2000, 67(2): 179-186.
[11] 杨波,李波.开发区设立提升了企业创新质量吗——来自中国A股上市公司的经验证据[J].科技进步与对策,2021,38(03):79-87.
[12] Sternberg R, Arndt O. The firm or the region: what determines the innovation behavior of European firms?[J]. Economic Geography, 2001, 77(4): 364-382.
[13] 肖凡,任建造,伍敏冬,刘天辉,符文颖.21世纪以来中国高新技术企业的时空分布和影响机制[J].经济地理,2018,38(02):27-35.
[14] 周明,李宗植.基于产业集聚的高技术产业创新能力研究[J].科研管理,2011,32(01):15-21+28.
[15] Holl A. Start‐ups and relocations: Manufacturing plant location in Portugal[J]. Papers in Regional Science, 2004, 83(4): 649-668.
[16] 李畅,谢家智,吴超.房地产投资与制造业:促进效应还是挤出效应——基于非参数逐点回归的实证分析[J].金融经济学研究,2013,28(05):39-48.
[17] 张杰,何晔.人口老龄化削弱了中国制造业低成本优势吗?[J].南京大学学报(哲学.人文科学.社会科学),2014,51(03):24-36+157.
[18] 李红松,吴小雪,张智勇.技术进步就业挤出效应的产业技术特征研究——基于中国制造业细分行业数据[J].科技进步与对策,2016,33(02):75-79.
[19] Knoben J, Oerlemans L A G. Ties that spatially bind? A relational account of the causes of spatial firm mobility[J]. Regional Studies, 2008, 42(3): 385-400.
[20] 王缉慈,王可.区域创新环境和企业根植性——兼论我国高新技术企业开发区的发展[J].地理研究,1999(04):357-362.
[21] 陈学光.网络能力、创新网络及创新绩效关系研究[D].浙江大学,2007.
[22] 雷平.我国信息产业制造业集聚效应与区域根植性——基于省际面板数据的研究[J].软科学,2009,23(10):12-16.
[23] Driver C, Mu?oz-Bugarin J. Financial constraints on investment: Effects of firm size and the financial crisis[J]. Research in International Business and Finance, 2019, 47: 441-457.
[24] Greenbaum R T, Engberg J B. The impact of state enterprise zones on urban manufacturing establishments[J]. Journal of Policy Analysis and Management, 2004, 23(2): 315-339.
[25] Carlsen F, Langset B, Ratts? J. The relationship between firm mobility and tax level: Empirical evidence of fiscal competition between local governments[J]. Journal of Urban Economics, 2005, 58(2): 273-288.
[26] 唐跃军,左晶晶.所有权性质、大股东治理与公司创新[J].金融研究,2014(06):177-192.
[27] Van Dijk J, Pellenbarg P H. Firm relocation decisions in The Netherlands: An ordered logit approach[J]. Papers in Regional science, 2000, 79(2): 191-219.
[28] Brouwer A E, Mariotti I, Van Ommeren J N. The firm relocation decision: An empirical investigation[J]. The Annals of Regional Science, 2004, 38(2): 335-347.
[29] Targa F, Clifton K J, Mahmassani H S. Influence of transportation access on individual firm location decisions[J]. Transportation research record, 2006, 1977(1): 179-189.
[30] 陈伟鸿.浙江民营企业跨区域迁移的“根植性”策略[J].商业经济与管理,2008(08):29-34.
[31] Aggarwal R, Agmon T. The international success of developing country firms: role of government-directed comparative advantage[J]. MIR: Management International Review, 1990: 163-180.
[32] 吴波,郝云宏.中国上市公司总部迁移绩效影响因素研究:迁入地优势及其分异获取机理[J].南开管理评论,2014,17(04):46-55.
[33] 盛丰.生产效率、创新效率与国企改革——微观企业数据的经验分析[J].产业经济研究,2012(04):37-46.
PDF(412 KB)

Accesses

Citation

Detail

Sections
Recommended

/