IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v17y2025i10p4664-d1659303.html
   My bibliography  Save this article

Developing Key Performance Indicators for a Port in Indonesia

Author

Listed:
  • Yugowati Praharsi

    (Business Management Department, Shipbuilding Institute of Polytechnic Surabaya, Surabaya 60111, Indonesia)

  • Mohammad Abu Jami’in

    (Electrical Engineering Department, Shipbuilding Institute of Polytechnic Surabaya, Surabaya 60111, Indonesia)

  • Devina Puspita Sari

    (Business Management Department, Shipbuilding Institute of Polytechnic Surabaya, Surabaya 60111, Indonesia)

  • Putri Rahmatul Isti’anah

    (Management School, University of Sheffield, Sheffield S10 1FL, UK)

  • Hui-Ming Wee

    (Industrial and System Engineering Department, Chung Yuan Christian University, Taoyuan City 320314, Taiwan)

Abstract

Ports play a crucial role in Indonesia’s economy, yet many, particularly smaller ports, lack standardized port performance indicators (PPIs) to assess and improve operational efficiency. Existing studies primarily focus on financial and operational performance, often employing either the balanced scorecard (BSC) or PESTLE analysis in isolation, with limited integration of sustainability concepts, such as smart port and green port frameworks. This study bridges this gap, aiming to develop and validate a comprehensive PPI framework that combines BSC, PESTLE, and circular economy smart and green port principles to create holistic performance assessment tools for ports. The research used a three-round Delphi method, incorporating expert evaluations and consensus from academics, consultants, port authorities, and customers to validate key performance indicators. A total of 127 PPIs were initially identified through a literature review and expert consultations, using strict selection criteria—standard deviation ≤ 1.5, interquartile range (Q3–Q1) ≤ 2.5, and ≥51% expert agreement (ratings 8–10). The final validated framework includes 114 indicators covering financial, operational, environmental, and strategic dimensions. This study provides valuable insights for port authorities to optimize performance and align with global best practices by integrating internal and external factors into a comprehensive model.

Suggested Citation

  • Yugowati Praharsi & Mohammad Abu Jami’in & Devina Puspita Sari & Putri Rahmatul Isti’anah & Hui-Ming Wee, 2025. "Developing Key Performance Indicators for a Port in Indonesia," Sustainability, MDPI, vol. 17(10), pages 1-27, May.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:10:p:4664-:d:1659303
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/17/10/4664/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/17/10/4664/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Robert Philipp, 2020. "Digital readiness index assessment towards smart port development," Sustainability Nexus Forum, Springer, vol. 28(1), pages 49-60, June.
    2. Anastasia Christodoulou & Kevin Cullinane, 2019. "Identifying the Main Opportunities and Challenges from the Implementation of a Port Energy Management System: A SWOT/PESTLE Analysis," Sustainability, MDPI, vol. 11(21), pages 1-15, October.
    3. Eva Benková & Peter Gallo & Beáta Balogová & Jozef Nemec, 2020. "Factors Affecting the Use of Balanced Scorecard in Measuring Company Performance," Sustainability, MDPI, vol. 12(3), pages 1-18, February.
    4. Di Vaio, Assunta & Varriale, Luisa & Alvino, Federico, 2018. "Key performance indicators for developing environmentally sustainable and energy efficient ports: Evidence from Italy," Energy Policy, Elsevier, vol. 122(C), pages 229-240.
    5. Song, Zhao-Yu & Lin, Cheng-Wei & Feng, Xuehao & Lee, Paul Tae-Woo, 2024. "An empirical study of the performance of the sixth generation ports model with smart ports with reference to major container ports in mainland China," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 184(C).
    6. Felix Kin Peng Hui & Lu Aye & Colin F. Duffield, 2019. "Engaging Employees with Good Sustainability: Key Performance Indicators for Dry Ports," Sustainability, MDPI, vol. 11(10), pages 1-11, May.
    7. Zhuo Chen & Myongsop Pak, 2017. "A Delphi analysis on green performance evaluation indices for ports in China," Maritime Policy & Management, Taylor & Francis Journals, vol. 44(5), pages 537-550, July.
    8. Ha, Min-Ho & Yang, Zaili, 2017. "Comparative analysis of port performance indicators: Independency and interdependency," Transportation Research Part A: Policy and Practice, Elsevier, vol. 103(C), pages 264-278.
    9. Lele Zhou & Woojong Suh, 2024. "A Comprehensive Study on Static and Dynamic Operational Efficiency in Major Korean Container Terminals Amid the Smart Port Development Context," Sustainability, MDPI, vol. 16(13), pages 1-26, June.
    10. Alberto Rodrigo González & Nicoletta González-Cancelas & Beatriz Molina Serrano & Alberto Camarero Orive, 2020. "Preparation of a Smart Port Indicator and Calculation of a Ranking for the Spanish Port System," Logistics, MDPI, vol. 4(2), pages 1-22, May.
    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. Chandra Prakash Garg & Vishal Kashav & Xuemuge Wang, 2023. "Evaluating sustainability factors of green ports in China under fuzzy environment," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(8), pages 7795-7821, August.
    2. Laima Gerlitz & Christopher Meyer, 2021. "Small and Medium-Sized Ports in the TEN-T Network and Nexus of Europe’s Twin Transition: The Way towards Sustainable and Digital Port Service Ecosystems," Sustainability, MDPI, vol. 13(8), pages 1-24, April.
    3. Claudia Durán & Fredi Palominos & Raúl Carrasco & Eduardo Carrillo, 2021. "Influence of Strategic Interrelationships and Decision-Making in Chilean Port Networks on Their Degree of Sustainability," Sustainability, MDPI, vol. 13(7), pages 1-17, April.
    4. Alaa Othman & Sara El Gazzar & Matjaz Knez, 2022. "Investigating the Influences of Smart Port Practices and Technology Employment on Port Sustainable Performance: The Egypt Case," Sustainability, MDPI, vol. 14(21), pages 1-25, October.
    5. Li, Kevin X. & Li, Mengchi & Zhu, Yuhan & Yuen, Kum Fai & Tong, Hao & Zhou, Haoqing, 2023. "Smart port: A bibliometric review and future research directions," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 174(C).
    6. Li Li & Jiadong Zhu & Guanqiong Ye & Xuehao Feng, 2018. "Development of Green Ports with the Consideration of Coastal Wave Energy," Sustainability, MDPI, vol. 10(11), pages 1-17, November.
    7. Michael Stein & Michele Acciaro, 2020. "Value Creation through Corporate Sustainability in the Port Sector: A Structured Literature Analysis," Sustainability, MDPI, vol. 12(14), pages 1-17, July.
    8. J. Barona & F. Ballini & M. Canepa, 2023. "Circular developments of maritime industrial ports in Europe: a semi-systematic review of the current situation," Journal of Shipping and Trade, Springer, vol. 8(1), pages 1-35, December.
    9. Theodore Styliadis & Jason Angelopoulos & Panagiota Leonardou & Petros Pallis, 2022. "Promoting Sustainability through Assessment and Measurement of Port Externalities: A Systematic Literature Review and Future Research Paths," Sustainability, MDPI, vol. 14(14), pages 1-20, July.
    10. Mingzheng Liu & Kee-hung Lai & Christina W. Y. Wong & Xu Xin & Venus Y. H. Lun, 2025. "Smart ports for sustainable shipping: concept and practices revisited through the case study of China’s Tianjin port," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 27(1), pages 50-95, March.
    11. Idiano D'Adamo & Massimo Gastaldi & Ilhan Ozturk, 2023. "The sustainable development of mobility in the green transition: Renewable energy, local industrial chain, and battery recycling," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(2), pages 840-852, April.
    12. Mercè Roca & Jaume Albertí & Alba Bala & Laura Batlle-Bayer & Joan Ribas-Tur & Pere Fullana-i-Palmer, 2021. "Sustainability in the Opera Sector: Main Drivers and Limitations to Improve the Environmental Performance of Scenography," Sustainability, MDPI, vol. 13(22), pages 1-17, November.
    13. Marco Ferretti & Giuseppe La Ragione & Luca Porcaro & Marcello Risitano & Alessandra Turi, 2025. "Green Practices for Reducing Emissions in Port Services: Evidence from a Pilot Study," Sustainability, MDPI, vol. 17(12), pages 1-20, June.
    14. Jun Geng & Yi Huang & Xiang Li & Yun Zhang, 2023. "Overcoming Barriers to the Adoption of Recycled Construction Materials: A Comprehensive PEST Analysis and Tailored Strategies," Sustainability, MDPI, vol. 15(19), pages 1-16, October.
    15. Aleksandra Bartosiewicz & Adam Kucharski, 2024. "Indicators of port sustainability: The example of Baltic Sea container ports," Sustainable Development, John Wiley & Sons, Ltd., vol. 32(3), pages 2371-2384, June.
    16. Yingyi Huang & Yuliya Mamatok & Chun Jin, 2021. "Decision-making instruments for container seaport sustainable development: management platform and system dynamics model," Environment Systems and Decisions, Springer, vol. 41(2), pages 212-226, June.
    17. Tran Thi Nguyet Minh & Hanh-Thi Hong Hoang & Hyung Sik Nam & Anas S. Alamoush & Phan Anh Duong, 2025. "Revisiting Port Decarbonization for Advancing a Sustainable Maritime Industry: Insights from Bibliometric Review," Sustainability, MDPI, vol. 17(10), pages 1-36, May.
    18. Kiwon Lee & Suchul Lee, 2023. "Enhancing R&D Performance Management: A Case of R&D Projects in South Korea," Sustainability, MDPI, vol. 15(15), pages 1-14, July.
    19. Anastasia Christodoulou & Kevin Cullinane, 0. "Potential for, and drivers of, private voluntary initiatives for the decarbonisation of short sea shipping: evidence from a Swedish ferry line," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 0, pages 1-23.
    20. Antonios Paraskevas & Michael Madas & Vasileios Zeimpekis & Konstantinos Fouskas, 2024. "Smart Ports in Industry 4.0: A Systematic Literature Review," Logistics, MDPI, vol. 8(1), pages 1-29, March.

    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:gam:jsusta:v:17:y:2025:i:10:p:4664-:d:1659303. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.