IDEAS home Printed from https://ideas.repec.org/p/pas/papers/2026-04.html

Servicification and Manufacturing Performance: Plant-Level Evidence from Indonesia, 1985-2014

Author

Listed:
  • Arianto A. Patunru

Abstract

Services are increasingly embedded in manufacturing production and exports, but their role in developing-country manufacturing remains under-examined. This paper studies servicification in Indonesian manufacturing by combining OECD TiVA evidence on services embodied in manufacturing exports with plant-level data from Indonesia's Survei Industri for 1985-2014. The macro evidence shows that services account for a substantial share of manufacturing export value added, reinforcing the importance of producer services for manufacturing competitiveness. The plant-level analysis focuses on purchased industrial services, a narrow but observable measure of input servicification. Industrial-service use is limited but persistent: most plants report no such purchases, while user firms tend to be larger, more import-intensive, more foreign-owned, and more export-oriented. Fixed-effects regressions show that the continuous service-input share is positively associated with gross output per worker, while its relationship with value added per worker is weaker. The extensive margin is more robust: plants that purchase industrial services have higher subsequent labour productivity, especially in gross-output terms. Results for exporting firms are positive but less robust. The findings suggest that servicification is not only a macro value-chain phenomenon but also a plant-level feature associated with manufacturing performance.

Suggested Citation

  • Arianto A. Patunru, 2026. "Servicification and Manufacturing Performance: Plant-Level Evidence from Indonesia, 1985-2014," Departmental Working Papers 2026-04, The Australian National University, Arndt-Corden Department of Economics.
  • Handle: RePEc:pas:papers:2026-04
    as

    Download full text from publisher

    File URL: https://openresearch-repository.anu.edu.au/server/api/core/bitstreams/dc099b77-b9e9-4eef-95f2-484a60bfeb4b/content
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Lee, Sang Min, 2026. "Globalization and structural transformation: The role of tradable services," Journal of International Economics, Elsevier, vol. 160(C).
    2. Richard Baldwin & Rebecca Freeman & Angelos Theodorakopoulos, 2024. "Deconstructing Deglobalization: The Future of Trade is in Intermediate Services," Asian Economic Policy Review, Japan Center for Economic Research, vol. 19(1), pages 18-37, January.
    3. Magnus Lodefalk, 2014. "The role of services for manufacturing firm exports," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 150(1), pages 59-82, February.
    4. Robert Koopman & Zhi Wang & Shang-Jin Wei, 2014. "Tracing Value-Added and Double Counting in Gross Exports," American Economic Review, American Economic Association, vol. 104(2), pages 459-494, February.
    5. Hummels, David & Ishii, Jun & Yi, Kei-Mu, 2001. "The nature and growth of vertical specialization in world trade," Journal of International Economics, Elsevier, vol. 54(1), pages 75-96, June.
    6. Dani Rodrik, 2016. "Premature deindustrialization," Journal of Economic Growth, Springer, vol. 21(1), pages 1-33, March.
    7. Joseph Francois & Miriam Manchin & Patrick Tomberger, 2015. "Services Linkages and the Value Added Content of Trade," The World Economy, Wiley Blackwell, vol. 38(11), pages 1631-1649, November.
    8. Matthieu Crozet & Emmanuel Milet, 2017. "Should everybody be in services? The effect of servitization on manufacturing firm performance," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 26(4), pages 820-841, December.
    9. Dani Rodrik & Rohan Sandhu, 2025. "Servicing Development: Productive Upgrading of Labor‐Absorbing Services in Developing Economies," Global Policy, London School of Economics and Political Science, vol. 16(2), pages 306-318, May.
    10. Johnson, Robert C. & Noguera, Guillermo, 2012. "Accounting for intermediates: Production sharing and trade in value added," Journal of International Economics, Elsevier, vol. 86(2), pages 224-236.
    11. Shandre M. Thangavelu & Wenxiao Wang & Sothea Oum, 2018. "Servicification in global value chains: Comparative analysis of selected Asian countries with OECD," The World Economy, Wiley Blackwell, vol. 41(11), pages 3045-3070, November.
    12. Arianto A. Patunru & Prema-chandra Athukorala, 2023. "Measuring trade in value added: how valid is the proportionality assumption?," Economic Systems Research, Taylor & Francis Journals, vol. 35(2), pages 292-300, April.
    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. Zhao, Yuhuan & Liu, Ya & Qiao, Xiaoyong & Wang, Song & Zhang, Zhonghua & Zhang, Yongfeng & Li, Hao, 2018. "Tracing value added in gross exports of China: Comparison with the USA, Japan, Korea, and India based on generalized LMDI," China Economic Review, Elsevier, vol. 49(C), pages 24-44.
    2. Woori Lee, 2017. "Services liberalization and GVC participation: New evidence for heterogeneous effects by income level and provisions," CTEI Working Papers series 08-2017, Centre for Trade and Economic Integration, The Graduate Institute.
    3. João Amador & Sónia Cabral, 2017. "Networks of Value-added Trade," The World Economy, Wiley Blackwell, vol. 40(7), pages 1291-1313, July.
    4. Reddy, Ketan & Sasidharan, Subash, 2024. "Global value chains, productivity and markup: Evidence from India," International Review of Economics & Finance, Elsevier, vol. 89(PB), pages 250-271.
    5. Eduardo Rodrigues Sanguinet & Augusto Mussi Alvim & Miguel Atienza, 2022. "Trade agreements and participation in global value chains: Empirical evidence from Latin America," The World Economy, Wiley Blackwell, vol. 45(3), pages 702-738, March.
    6. Liu, Xuepeng & Mattoo, Aaditya & Wang, Zhi & Wei, Shang-Jin, 2020. "Services development and comparative advantage in manufacturing," Journal of Development Economics, Elsevier, vol. 144(C).
    7. Miguel Angel Esquivias & Lilik Sugiharti & Rossanto Dwi Handoyo & Muryani Muryani, 2023. "Small and medium enterprises and low-income workers in the global value chain: evidence from Indonesia," International Journal of Business and Globalisation, Inderscience Enterprises Ltd, vol. 34(3), pages 294-317.
    8. Aleksandra Parteka & Joanna Wolszczak-Derlacz, 2020. "Wage response to global production links: evidence for workers from 28 European countries (2005–2014)," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 156(4), pages 769-801, November.
    9. Yan, Bingqian & Xia, Yan & Jiang, Xuemei, 2023. "Carbon productivity and value-added generations: Regional heterogeneity along global value chain," Structural Change and Economic Dynamics, Elsevier, vol. 65(C), pages 111-125.
    10. Kuroiwa, Ikuo, 2014. "Value added trade and structure of high-technology exports in China," IDE Discussion Papers 449, Institute of Developing Economies, Japan External Trade Organization(JETRO).
    11. Eduardo Rodrigues Sanguinet & Francisco de Borja García-García, 2023. "Rural-Urban Linkages: Regional Financial Business Services’ Integration into Chilean Agri-Food Value Chains," Sustainability, MDPI, vol. 15(14), pages 1-22, July.
    12. Stefan Pahl & Marcel P. Timmer, 2020. "Do Global Value Chains Enhance Economic Upgrading? A Long View," Journal of Development Studies, Taylor & Francis Journals, vol. 56(9), pages 1683-1705, July.
    13. Jinwu Gao & Yuying Zhao & Ruru Jia, 2025. "RCEP regional value chain construction and global value chain position enhancement: a measurement analysis based on regional value chains," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 52(1), pages 27-58, March.
    14. Taguchi, Hiroyuki & Lar, Ni, 2026. "Servicification in Global Value Chains and Services Trade Restrictions: The Case of Asian Economies," MPRA Paper 128815, University Library of Munich, Germany.
    15. Agbekponou, Kossi-Messanh & Cheptea, Angela & Latouche, Karine, 2022. "Quality upgrading and position in global value chains," 2022: Transforming Global Value Chains, December 11-13, Clearwater Beach, FL 339411, International Agricultural Trade Research Consortium.
    16. Zauresh Atakhanova & Peter Howie, 2020. "Metal intensity of use in the era of global value chains," Mineral Economics, Springer;Raw Materials Group (RMG);Luleå University of Technology, vol. 33(1), pages 101-113, July.
    17. Sunghun Lim, 2021. "Global Agricultural Value Chains and Structural Transformation," NBER Chapters, in: Risks in Agricultural Supply Chains, pages 29-57, National Bureau of Economic Research, Inc.
    18. Inaki Arto & Erik Dietzenbacher & Jose Manuel Rueda-Cantuche, 2019. "Measuring bilateral trade in terms of value added," JRC Research Reports JRC116694, Joint Research Centre.
    19. Bhushan Praveen Jangam, 2020. "Global value chain embeddedness, labour productivity and employment in the Asia-Pacific countries," Studies in Economics and Finance, Emerald Group Publishing Limited, vol. 38(2), pages 339-360, April.
    20. Tunç, Gül İpek & Akbostancı, Elif & Türüt-Aşık, Serap, 2022. "Ecological unequal exchange between Turkey and the European Union: An assessment from value added perspective," Ecological Economics, Elsevier, vol. 192(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F61 - International Economics - - Economic Impacts of Globalization - - - Microeconomic Impacts
    • L60 - Industrial Organization - - Industry Studies: Manufacturing - - - General
    • L80 - Industrial Organization - - Industry Studies: Services - - - General
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:pas:papers:2026-04. 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: Prema-chandra Athukorala (email available below). General contact details of provider: https://edirc.repec.org/data/asanuau.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.