IDEAS home Printed from https://ideas.repec.org/a/eee/asieco/v97y2025ics1049007825000247.html
   My bibliography  Save this article

Subways and scientists' productivity under the NSFC program: Evidence from China

Author

Listed:
  • Leng, Xuan
  • Zhang, Yichuan
  • He, Jiaxin

Abstract

This study investigates the impact of subway openings in Chinese cities on scientists’ productivity. Using the data from the National Natural Science Foundation of China, a difference-in-differences method is employed to explore the causal relationship between search costs and scientists’ productivity. We find subway openings significantly increase scientist’s productivity, particularly in terms of the number of publications and its’ quality. Regarding the underlying mechanism, we show that scientific collaboration and talent attraction both contribute to productivity. Furthermore, heterogeneous analysis reveals that the impact of subway openings on productivity is more pronounced among Double First-Class universities, young scholars, and disciplines requiring frequent face-to-face communication. Additionally, this research integrates face-to-face communication via subway access with online communication through Broadband China construction into a comprehensive framework. The findings suggest that while both modes of communication boost the scientists’ publication quantity, but only face-to-face interaction improves its’ quality.

Suggested Citation

  • Leng, Xuan & Zhang, Yichuan & He, Jiaxin, 2025. "Subways and scientists' productivity under the NSFC program: Evidence from China," Journal of Asian Economics, Elsevier, vol. 97(C).
  • Handle: RePEc:eee:asieco:v:97:y:2025:i:c:s1049007825000247
    DOI: 10.1016/j.asieco.2025.101900
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1049007825000247
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.asieco.2025.101900?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Michael Storper & Anthony J. Venables, 2004. "Buzz: face-to-face contact and the urban economy," Journal of Economic Geography, Oxford University Press, vol. 4(4), pages 351-370, August.
    2. Dong, Xiaofang & Zheng, Siqi & Kahn, Matthew E., 2020. "The role of transportation speed in facilitating high skilled teamwork across cities," Journal of Urban Economics, Elsevier, vol. 115(C).
    3. Fernanda Leite Lopez de Leon & Ben McQuillin, 2020. "The Role of Conferences on the Pathway to Academic Impact Evidence from a Natural Experiment," Journal of Human Resources, University of Wisconsin Press, vol. 55(1), pages 164-193.
    4. Ajay Agrawal & Avi Goldfarb, 2008. "Restructuring Research: Communication Costs and the Democratization of University Innovation," American Economic Review, American Economic Association, vol. 98(4), pages 1578-1590, September.
    5. Prettner, Klaus & Werner, Katharina, 2016. "Why it pays off to pay us well: The impact of basic research on economic growth and welfare," Research Policy, Elsevier, vol. 45(5), pages 1075-1090.
    6. Yizhen Gu & Chang Jiang & Junfu Zhang & Ben Zou, 2021. "Subways and Road Congestion," American Economic Journal: Applied Economics, American Economic Association, vol. 13(2), pages 83-115, April.
    7. Philippe Aghion & Mathias Dewatripont & Jeremy C. Stein, 2008. "Academic freedom, private‐sector focus, and the process of innovation," RAND Journal of Economics, RAND Corporation, vol. 39(3), pages 617-635, September.
    8. Diego Battiston & Jordi Blanes i Vidal & Tom Kirchmaier, 2021. "Face-to-Face Communication in Organizations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(2), pages 574-609.
    9. Waverly W. Ding & Sharon G. Levin & Paula E. Stephan & Anne E. Winkler, 2010. "The Impact of Information Technology on Academic Scientists' Productivity and Collaboration Patterns," Management Science, INFORMS, vol. 56(9), pages 1439-1461, September.
    10. Tania Babina & Alex Xi He & Sabrina T Howell & Elisabeth Ruth Perlman & Joseph Staudt, 2023. "Cutting the Innovation Engine: How Federal Funding Shocks Affect University Patenting, Entrepreneurship, and Publications," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(2), pages 895-954.
    11. Yu, Nannan & Dong, Yueyan & de Jong, Martin, 2022. "A helping hand from the government? How public research funding affects academic output in less-prestigious universities in China," Research Policy, Elsevier, vol. 51(10).
    12. Hall, Bronwyn H. & Lerner, Josh, 2010. "The Financing of R&D and Innovation," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 609-639, Elsevier.
    13. Muscio, Alessandro & Quaglione, Davide & Vallanti, Giovanna, 2013. "Does government funding complement or substitute private research funding to universities?," Research Policy, Elsevier, vol. 42(1), pages 63-75.
    14. Kang, Meiling & Li, Yucheng & Zhao, Zhongkuang & Song, Min & Yi, Jun, 2023. "Travel costs and inter-city collaborative innovation: Evidence of high-speed railway in China," Structural Change and Economic Dynamics, Elsevier, vol. 65(C), pages 286-302.
    15. Wang, Jiating & Cai, Siyuan, 2020. "The construction of high-speed railway and urban innovation capacity: Based on the perspective of knowledge Spillover," China Economic Review, Elsevier, vol. 63(C).
    16. Jeffrey L. Furman & Megan MacGarvie, 2007. "Academic Science and the Birth of Industrial Research Laboratories in the U.S. Pharmaceutical Industry," NBER Chapters, in: Academic Science and Entrepreneurship: Dual Engines of Growth, National Bureau of Economic Research, Inc.
    17. Hu, Guangyuan & Ni, Rong & Tang, Li, 2022. "Do international nonstop flights foster influential research? Evidence from Sino-US scientific collaboration," Journal of Informetrics, Elsevier, vol. 16(4).
    18. Melanie S. Brucks & Jonathan Levav, 2022. "Publisher Correction: Virtual communication curbs creative idea generation," Nature, Nature, vol. 606(7915), pages 17-17, June.
    19. Doehne, Malte & Rost, Katja, 2021. "Long waves in the geography of innovation: The rise and decline of regional clusters of creativity over time," Research Policy, Elsevier, vol. 50(9).
    20. Melanie S. Brucks & Jonathan Levav, 2022. "Virtual communication curbs creative idea generation," Nature, Nature, vol. 605(7908), pages 108-112, May.
    21. van der Wouden, Frank & Youn, Hyejin, 2023. "The impact of geographical distance on learning through collaboration," Research Policy, Elsevier, vol. 52(2).
    22. Christian Catalini & Christian Fons-Rosen & Patrick Gaulé, 2020. "How Do Travel Costs Shape Collaboration?," Management Science, INFORMS, vol. 66(8), pages 3340-3360, August.
    23. Florenta Teodoridis, 2018. "Understanding Team Knowledge Production: The Interrelated Roles of Technology and Expertise," Management Science, INFORMS, vol. 64(8), pages 3625-3648, August.
    24. Wernsdorf, Kathrin & Nagler, Markus & Watzinger, Martin, 2022. "ICT, collaboration, and innovation: Evidence from BITNET," Journal of Public Economics, Elsevier, vol. 211(C).
    25. Christian Catalini, 2018. "Microgeography and the Direction of Inventive Activity," Management Science, INFORMS, vol. 64(9), pages 4348-4364, September.
    26. Shawn Kantor & Alexander Whalley, 2014. "Knowledge Spillovers from Research Universities: Evidence from Endowment Value Shocks," The Review of Economics and Statistics, MIT Press, vol. 96(1), pages 171-188, March.
    27. Chris Forman & Nicolas van Zeebroeck, 2012. "From Wires to Partners: How the Internet Has Fostered R&D Collaborations Within Firms," Management Science, INFORMS, vol. 58(8), pages 1549-1568, August.
    28. Sengupta, Abhijit & Ray, Amit S., 2017. "University research and knowledge transfer: A dynamic view of ambidexterity in british universities," Research Policy, Elsevier, vol. 46(5), pages 881-897.
    29. Shawn Kantor & Alexander Whalley, 2019. "Research Proximity and Productivity: Long-Term Evidence from Agriculture," Journal of Political Economy, University of Chicago Press, vol. 127(2), pages 819-854.
    30. Holl, Adelheid, 2016. "Highways and productivity in manufacturing firms," Journal of Urban Economics, Elsevier, vol. 93(C), pages 131-151.
    Full references (including those not matched with items on IDEAS)

    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. Moritz Goldbeck, 2022. "Bit by Bit - Colocation and the Death of Distance in Software Developer Networks," ifo Working Paper Series 386, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    2. Christian Catalini & Christian Fons-Rosen & Patrick Gaulé, 2020. "How Do Travel Costs Shape Collaboration?," Management Science, INFORMS, vol. 66(8), pages 3340-3360, August.
    3. Hu, Guangyuan & Ni, Rong & Tang, Li, 2022. "Do international nonstop flights foster influential research? Evidence from Sino-US scientific collaboration," Journal of Informetrics, Elsevier, vol. 16(4).
    4. Andrews, Michael J. & Whalley, Alexander, 2022. "150 years of the geography of innovation," Regional Science and Urban Economics, Elsevier, vol. 94(C).
    5. Yiling Lin & Carl Benedikt Frey & Lingfei Wu, 2022. "Remote Collaboration Fuses Fewer Breakthrough Ideas," Papers 2206.01878, arXiv.org, revised Oct 2023.
    6. Xuan Leng & Yichuan Zhang, 2024. "The Frontiers in Manufacturing Technologies Initiative and University Innovation," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 32(5), pages 197-225, September.
    7. Forman, Chris & van Zeebroeck, Nicolas, 2019. "Digital technology adoption and knowledge flows within firms: Can the Internet overcome geographic and technological distance?," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    8. Duede, Eamon & Teplitskiy, Misha & Lakhani, Karim & Evans, James, 2024. "Being together in place as a catalyst for scientific advance," Research Policy, Elsevier, vol. 53(2).
    9. Wernsdorf, Kathrin & Nagler, Markus & Watzinger, Martin, 2022. "ICT, collaboration, and innovation: Evidence from BITNET," Journal of Public Economics, Elsevier, vol. 211(C).
    10. Kang, Meiling & Li, Yucheng & Zhao, Zhongkuang & Song, Min & Yi, Jun, 2023. "Travel costs and inter-city collaborative innovation: Evidence of high-speed railway in China," Structural Change and Economic Dynamics, Elsevier, vol. 65(C), pages 286-302.
    11. Kang, Yankun & Leng, Xuan & Liao, Yunxiang & Zheng, Shilin, 2024. "Information disclosure, spillovers, and knowledge accumulation," China Economic Review, Elsevier, vol. 84(C).
    12. Zerun Jin & Zitian Cui & Shengjun Zhu & Liyan Xu, 2024. "Face-to-face contact and university–industry collaboration: evidence from mobile signaling data in Beijing," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 72(4), pages 1255-1276, April.
    13. Contigiani, Andrea & Testoni, Marco, 2023. "Geographic isolation, trade secrecy, and innovation," Research Policy, Elsevier, vol. 52(8).
    14. Catalini, Christian & Fons-Rosen, Christian & Gaule, Patrick, 2016. "Did Cheaper Flights Change the Direction of Science?," IZA Discussion Papers 9897, Institute of Labor Economics (IZA).
    15. Wu, Xiaokang & Yang, Jijun, 2023. "High-speed railway and patent trade in China," Economic Modelling, Elsevier, vol. 123(C).
    16. Jorge Guzman & Fiona Murray & Scott Stern & Heidi Williams, 2024. "Accelerating Innovation Ecosystems: The Promise and Challenges of Regional Innovation Engines," Entrepreneurship and Innovation Policy and the Economy, University of Chicago Press, vol. 3(1), pages 9-75.
    17. Wang, Yujing & Li, Ping & Gao, Haoyu & Li, Meng, 2024. "Do the elite university projects promote scientific research competitiveness: Evidence from NSFC grants," Research Policy, Elsevier, vol. 53(10).
    18. Eunhee Sohn, 2021. "How Local Industry R&D Shapes Academic Research: Evidence from the Agricultural Biotechnology Revolution," Organization Science, INFORMS, vol. 32(3), pages 675-707, May.
    19. Long, Cheryl Xiaoning & Yi, Wei, 2024. "Information effects of high-speed rail: Evidence from patent citations in China," China Economic Review, Elsevier, vol. 84(C).
    20. Lee, Jongkwan, 2021. "The Role of a University in Cluster Formation: Evidence from a National Institute of Science and Technology in Korea," Regional Science and Urban Economics, Elsevier, vol. 86(C).

    More about this item

    Keywords

    Subway; Search costs; Scientific collaboration; Scientists' productivity;
    All these keywords.

    JEL classification:

    • O36 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Open Innovation
    • R41 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - Transportation: Demand, Supply, and Congestion; Travel Time; Safety and Accidents; Transportation Noise
    • O18 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure

    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:eee:asieco:v:97:y:2025:i:c:s1049007825000247. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/asieco .

    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.