IMPACTS
OF TRAFFIC INFRASTRUCTURES AND RESEARCH & DEVELOPMENT STAFF TURNOVER ON MANUFACTURING’S EXPORTING TECHNICAL
COMPLEXITY

doi:10.13776/j.cnki.resourcesindustries.20230309.001

Abstract

Abstract:

This paper establishes a spatial counting model via China’s 2008 to 2019 provincial panel data to study the relationship between traffic infrastructures and manufacturing’s exporting technical complexity, and to analyze the mediating effect mechanism of research & development staff turnover. Empirical study indicates that all traffic infrastructures positively promote the local manufacturing’s exporting technical complexity, but negatively on its surrounding areas mainly because traffic infrastructures promote trans-area turnover of R&D staff, increase the innovative elements conglomeration locally, leading to surrounding resources being relocated to locality, impairing their manufacturing productivities in the surrounding areas, and finally constraining the increase of manufacturing’s exporting technical complexity. Roads play a stronger role than rails. This paper presents references for local governments to develop their infrastructures according to their locality advantages and to boost a trans-area coordinated development of infrastructures.

Key words:

traffic infrastructures, exporting technical complexity, R&D staff turnover, mediating effect

摘要： 采用2008—2019年省级面板数据，构建空间计量模型，研究交通基础设施与制造业出口技术复杂度之间的关系，并分析研发人员流动的中介效应作用机制。实证结果表明:1）总体而言，不同的交通基础设施对本地区制造业出口技术复杂度均具有正向促进作用；2）交通基础设施对周边地区制造业出口技术复杂度具有显著负效应，其主要原因在于交通基础设施通过促进研发人员跨地区流动，提高本地区的创新要素集聚度，引起周边地区向本地区资源再配置，从而削弱周边地区制造业企业生产率，最终抑制周边地区制造业出口技术复杂度的提升，分类型来看，公路对于周边地区制造业出口技术复杂度的抑制作用强于铁路。上述研究结果为地方政府充分发挥自身区位优势开展交通基础设施建设，切实推动交通基础设施跨区域协调发展提供了参考。

关键词: 交通基础设施, 出口技术复杂度, 研发人员流动, 中介效应

CLC Number:

F207
F270.3

SONG Min, TANG Rong, SHI Kaijie. IMPACTS OF TRAFFIC INFRASTRUCTURES AND RESEARCH & DEVELOPMENT STAFF TURNOVER ON MANUFACTURING’S EXPORTING TECHNICAL COMPLEXITY[J]. Resources & Industries, 2023, 25(2): 76-87.

宋敏, 唐荣, 施凯杰. 交通基础设施、研发人员流动对制造业出口技术复杂度的影响[J]. 资源与产业, 2023, 25(2): 76-87.

References

白俊红, 王钺, 蒋伏心, 等, 2017. 研发要素流动、空间知识溢出与经济增长[J]. 经济研究, 52(7): 109-123.〔BAI J H, WANG Y, JIANG F X, et al, 2017. R&D element flow, spatial knowledge spillovers and economic growth[J]. Economic Research Journal, 52(7): 109-123.〕

陈虹, 王蓓, 2021. 生产性服务化对制造业出口技术复杂度提升的影响研究: 来自中国的经验分析[J]. 经济问题探索(9): 117-129.〔CHEN H, WANG B, 2021. Research on the impact of productive servicization on the increase of technical complexity of manufacturing exports: an empirical analysis from China[J]. Inquiry into Economic Issues (9): 117-129.〕

陈明生, 郑玉璐, 姚笛, 2022. 基础设施升级、劳动力流动与区域经济差距: 来自高铁开通和智慧城市建设的证据[J]. 经济问题探索(5): 109-122.〔CHEN M S, ZHENG Y L, YAO D, 2022. Infrastructure upgrading, labor mobility and regional economic gap: evidence from highspeed railway and smart city construction[J]. Inquiry into Economic Issues(5): 109-122.〕

陈晓华, 刘慧, 2013. 国际分散化生产约束了我国出口技术结构升级?: 基于省级动态面板数据GMM方法[J]. 科学学研究, 31(8): 1178-1190.〔CHEN X H, LIU H, 2013. Does international fragmented production restrict the upgrade of technology structure of Chinese export industries: evidence from province level dynamic panel data model with GMM estimation[J]. Studies in Science of Science, 31(8): 1178-1190.〕

戴魁早, 2019. 要素市场扭曲如何影响出口技术复杂度?: 中国高技术产业的经验证据[J]. 经济学(季刊), 18(1): 337-366.〔DAI K Z, 2019. How does factor market distortions affect export technical sophistication an empirical evidence of China’s high technology industries[J]. China Economic Quarterly, 18(1): 337-366.〕

邓慧慧, 潘雪婷, 李慧榕, 2021. 城市群扩容是否有利于产业升级: 来自长三角县域的经验证据[J]. 上海财经大学学报, 23(3): 32-47.〔DENG H H, PAN X T, LI H R, 2021. Will the enlargement of city clusters boost industrial upgrading？: empirical evidence from counties in the Yangtze river delta[J]. Journal of Shanghai University of Finance and Economics, 23(3): 32-47.〕

杜传忠, 张丽, 2013. 中国工业制成品出口的国内技术复杂度测算及其动态变迁: 基于国际垂直专业化分工的视角[J]. 中国工业经济(12): 52-64.〔DU C Z, ZHANG L, 2013. Measuring upgrading and the domestic technological sophistication of China’s manufactured exports based on the perspective of vertical specialization[J]. China Industrial Economics(12): 52-64.〕

冯帆, 林发勤, 2021. 交通基础设施对“一带一路”沿线国家企业出口的影响: 基于世界银行企业调查数据的实证研究[J]. 国际经贸探索, 37(2): 37-50.〔FENG F, LIN F Q, 2021. The impact of transportation infrastructure on the export of the enterprises in the countries along the belt and road[J]. International Economics and Trade Research, 37(2): 37-50.〕

高运胜, 郑乐凯, 李之旭, 2022. 融入全球价值链与中国制造业出口技术水平[J]. 科研管理(5): 1-13.〔GAO Y S, ZHENG L K, LI Z X, 2022. Research on the relationship between integration into GVCs and the technical level of China′s manufacturing export[J]. Science Research Management(5): 1-13.〕

郭晶, 杨艳, 2010. 经济增长、技术创新与我国高技术制造业出口复杂度研究[J]. 国际贸易问题(12): 91-96.〔GUO J, YANG Y, 2010. Economic growth, technological innovation and export sophistication of Chinese hightech manufacturing industry[J]. Journal of International Trade (12): 91-96.〕

胡沅洪, 戴一鑫, 孙生, 2021. 经济政策不确定性对制造业出口技术复杂度的影响研究[J]. 软科学, 35(8): 14-22.〔HU Y H, DAI Y X, SUN S, 2021. The impact of economic policy uncertainty on export technological sophistication of manufacturing industry [J]. Soft Science, 35(8): 14-22.〕

江艇, 2022. 因果推断经验研究中的中介效应与调节效应[J]. 中国工业经济(5): 100-120.〔JIANG T, 2022. Mediating effects and moderating effects in causal inference[J]. China Industrial Economics(5): 100-120.〕

刘秉镰, 刘玉海, 2011. 交通基础设施建设与中国制造业企业库存成本降低[J]. 中国工业经济(5): 69-79.〔LIU B L, LIU Y H, 2011. Transport infrastructure and inventory costs reduction of Chinese manufacturing enterprises [J]. China Industrial Economics(5): 69-79.〕

刘冲, 吴群锋, 刘青, 2020. 交通基础设施、市场可达性与企业生产率: 基于竞争和资源配置的视角[J]. 经济研究, 55(7): 140-158.〔LIU C, WU Q F, LIU Q, 2020. Transportation infrastructure, market access and firm productivity: a competition and resource reallocation perspective[J]. Economic Research Journal, 55(7): 140-158.〕

刘晴, 胡甜甜, 邵智, 2020. 交通基础设施对企业内外销关系的影响机制分析: 基于新经济地理运输成本的视角[J]. 世界经济研究(5): 17-33, 135.〔LIU Q, HU T T, SHAO Z, 2020. Analysis of the influence mechanism of transportation infrastructure on the nexus between export and domestic sales: a new economic geography iceberg transport cost approach[J]. World Economy Studies(5): 17-33, 135.〕

刘志坚, 2021. 数字经济发展、科技创新与出口技术复杂度[J]. 统计与决策, 37(17): 29-34.〔LIU Z J, 2021. Digital economic development, technological innovation and technical complexity of export[J]. Statistics & Decision, 37(17): 29-34.〕

马淑琴, 邹志文, 邵宇佳, 等, 2018. 基础设施对出口产品质量非对称双元异质性影响: 来自中国省际数据的证据[J]. 财贸经济, 39(9): 105-121.〔MA S Q, ZOU Z W, SHAO Y J, et al, 2018. Asymmetric effect of infrastructure on export product quality: evidence from China’s provincial data[J]. Finance & Trade Economics, 39(9): 105-121.〕

毛其淋, 2019. 人力资本推动中国加工贸易升级了吗?[J]. 经济研究, 54(1): 52-67.〔MAO Q L, 2019. Does human capital promote upgrading of Chinese processing trade? [J]. Economic Research Journal, 54(1): 52-67.〕

裴政, 罗守贵, 2020. 人力资本要素与企业创新绩效: 基于上海科技企业的实证研究[J]. 研究与发展管理, 32(4): 136-148.〔PEI Z, LUO S G, 2020. Human capital components and innovation performance: empirical study on hightech enterprises in Shanghai [J]. R&D Management, 32(4): 136-148.〕

齐俊妍, 强华俊, 2022. 跨境数据流动限制、数字服务投入与制造业出口技术复杂度[J]. 产业经济研究(1): 114-128.〔QI J Y, QIANG H J, 2022. Crossborder data flow restrictions, digital service input, and manufacturing export sophistication[J]. Industrial Economics Research(1): 114-128.〕

田晖, 王静, 2020. “一带一路”国家交通基础设施质量与我国机械制造业出口研究: 基于随机效应模型的实证分析[J]. 工业技术经济, 39(2): 63-72.〔TIAN H, WANG J, 2020. Research on quality of transport infrastructure along “the Belt and Road initiatives” and China’s machinery manufacturing export: empirical analysis based on the random effects model[J]. Journal of Industrial Technological Economics, 39(2): 63-72.〕

王春杨, 兰宗敏, 张超, 等, 2020. 高铁建设、人力资本迁移与区域创新[J]. 中国工业经济(12): 102-120.〔WANG C Y, LAN Z M, ZHANG C, et al, 2020. High-speed rail construction, human capital migration and regional innovation [J]. China Industrial Economics(12): 102-120.〕

王永进, 盛丹, 施炳展, 等, 2010. 基础设施如何提升了出口技术复杂度?[J]. 经济研究, 45(7): 103-115.〔WANG Y J, SHENG D, SHI B Z, et al, 2010. How does infrastructure affect export technological sophistication[J]. Economic Research Journal, 45(7): 103-115.〕

文雁兵, 张梦婷, 俞峰, 2022. 中国交通基础设施的资源再配置效应[J]. 经济研究, 57(1): 155-171.〔WEN Y B, ZHANG M T, YU F, 2022. A study on the resource reallocation effect of China’s transportation infrastructure[J]. Economic Research Journal, 57(1): 155-171.〕

谢呈阳, 王明辉, 2020. 交通基础设施对工业活动空间分布的影响研究[J]. 管理世界, 36(12): 52-64, 161.〔XIE C Y, WANG M H, 2020. A study on the impact of transportation infrastructure on the spatial distribution of industrial activities [J]. Journal of Management World, 36(12): 52-64, 161.〕

许治, 王思卉, 2013. 中国各省份出口商品技术复杂度的动态演进[J]. 中国工业经济(8): 44-56.〔XU Z, WANG S H, 2013. Dynamic evolution of export technology content in China [J]. China Industrial Economics(8): 44-56.〕

姚战琪, 2021. 协同集聚与出口技术复杂度的多重中介效应研究[J]. 财经问题研究(4): 37-46.〔YAO Z Q, 2021. Multiple mediating effects of collaborative agglomeration and export technology complexity[J]. Research on Financial and Economic Issues (4): 37-46.〕

尹华, 刘育彤, 2022. 营商环境对省域制造业出口技术复杂度的影响: 基于全国31个省级面板数据的中介效应分析[J]. 河南师范大学学报(哲学社会科学版), 49(2): 84-92.〔YIN H, LIU Y T, 2022. The impact of business environment on the export technology complexity of provincial manufacturing industry: intermediary effect analysis based on panel data of 31 provinces in China[J]. Journal of Henan Normal University(Philosophy and Social Sciences Edition), 49(2): 84-92.〕

于欢, 姚莉, 何欢浪, 2022. 数字产品进口如何影响中国企业出口技术复杂度[J]. 国际贸易问题(3): 35-50.〔YU H, YAO L, HE H L, 2022. How does digital product import affect the export technology complexity of Chinese enterprises? [J]. Journal of International Trade(3): 35-50.〕

张宝生, 王天琳, 王晓红, 2021. 政府科技经费投入、研发规模与高校基础研究科研产出的关系: 基于省际面板数据的门槛回归分析[J]. 中国科技论坛(4): 55-63, 74.〔ZHANG B S, WANG T L, WANG X H, 2021. The relationship between government investment in science and technology, R&D personnel scale and output of basic research in universities: threshold regression analysis based on provincial panel data[J]. Forum on Science and Technology in China(4): 55-63, 74.〕

周茂, 李雨浓, 姚星, 等, 2019. 人力资本扩张与中国城市制造业出口升级: 来自高校扩招的证据[J]. 管理世界, 35(5): 64-77, 198-199.〔ZHOU M, LI Y N, YAO X, et al, 2019. Human capital accumulation and urban manufacturing export upgrading in China: evidence from higher education expansion[J]. Journal of Management World, 35(5): 64-77, 198-199.〕

卓乘风, 邓峰, 2018. 基础设施投资与制造业贸易强国建设: 基于出口规模和出口技术复杂度的双重视角[J]. 国际贸易问题(11): 104-119.〔ZHUO C F, DENG F, 2018. Infrastructure investments and construction of manufacturing trade power: dual perspectives of export scale and export technological complexity [J]. Journal of International Trade(11): 104-119.〕

HAUSMANN R, HWANG J, RODRIK D, 2007. What you export matters?[J]. Journal of Economic Growth, 12(1): 1-25.

RODRIK D, 2006. What’s so special about China’s exports? [J]. China & World Economy, 14(5): 1-19.

SCHOTT P K, 2008. The relative sophistication of Chinese Exports [J]. Economic Policy, 53(1): 5-49.

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IMPACTS OF TRAFFIC INFRASTRUCTURES AND RESEARCH & DEVELOPMENT STAFF TURNOVER ON MANUFACTURING’S EXPORTING TECHNICAL COMPLEXITY

交通基础设施、研发人员流动对制造业出口技术复杂度的影响

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