IDEAS home Printed from https://ideas.repec.org/a/spr/endesu/v26y2024i6d10.1007_s10668-023-03174-4.html
   My bibliography  Save this article

A hybrid dynamic model for building energy performance gap analysis: a perspective of energy-related stakeholder collaboration

Author

Listed:
  • Xiaoxiao Xu

    (Nanjing Forestry University)

  • Oskar Casasayas

    (Deakin University)

  • Wenke Huang

    (Peng Cheng Laboratory)

Abstract

Lack of effective collaboration among energy-related stakeholders is considered as a critical factor that affects building energy performance. Although previous studies have explored energy-related stakeholders’ collaboration behavior, there is still a lack of simulation model that can be easily used for collaboration analysis with the consideration of dynamic nature, generality and practicability. To fill this gap, a hybrid dynamic model with the combination of system dynamic and agent-based modeling was developed in this study. Strict model structure tests and model behavior tests were conducted to validate the proposed model. To demonstrate the use of the hybrid model, a tentative exploration of the collaboration among stakeholders was presented. The simulation results showed that (1) a single policy of government subsidies has some limitations for promoting collaboration and improving building energy performance; (2) technical innovation can improve not only the rate but also the quality of collaboration; (3) the effect of long-term gain on collaboration and the building energy performance is sustained; (4) the penalties has an upper limit to reduce the building energy performance gap; (5) the integrated effect on the building energy performance may be less significant than that of the simple sum of each strategy; and (6) there is an incremental and then decreasing marginal utility of integrated strategies. The hybrid model provides quantitative research methods to better analyze the collaboration among energy-related stakeholders. Both the dynamic collaboration decision process and the bounded rationality of stakeholders have been considered.

Suggested Citation

  • Xiaoxiao Xu & Oskar Casasayas & Wenke Huang, 2024. "A hybrid dynamic model for building energy performance gap analysis: a perspective of energy-related stakeholder collaboration," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(6), pages 13943-13977, June.
  • Handle: RePEc:spr:endesu:v:26:y:2024:i:6:d:10.1007_s10668-023-03174-4
    DOI: 10.1007/s10668-023-03174-4
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10668-023-03174-4
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10668-023-03174-4?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. Sandy Q. Qu & John Dumay, 2011. "The qualitative research interview," Qualitative Research in Accounting & Management, Emerald Group Publishing Limited, vol. 8(3), pages 238-264, August.
    2. Sandy Q. Qu & John Dumay, 2011. "The qualitative research interview," Qualitative Research in Accounting & Management, Emerald Group Publishing Limited, vol. 8(3), pages 238-264, August.
    3. Azar, Elie & Nikolopoulou, Christina & Papadopoulos, Sokratis, 2016. "Integrating and optimizing metrics of sustainable building performance using human-focused agent-based modeling," Applied Energy, Elsevier, vol. 183(C), pages 926-937.
    4. Benjamin Saunders & Julius Sim & Tom Kingstone & Shula Baker & Jackie Waterfield & Bernadette Bartlam & Heather Burroughs & Clare Jinks, 2018. "Saturation in qualitative research: exploring its conceptualization and operationalization," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(4), pages 1893-1907, July.
    5. Lu, Zhijian & Shao, Shuai, 2016. "Impacts of government subsidies on pricing and performance level choice in Energy Performance Contracting: A two-step optimal decision model," Applied Energy, Elsevier, vol. 184(C), pages 1176-1183.
    6. Lorenz T. Keyßer & Manfred Lenzen, 2021. "1.5 °C degrowth scenarios suggest the need for new mitigation pathways," Nature Communications, Nature, vol. 12(1), pages 1-16, December.
    7. Jain, Mansi & Siva, Vidushini & Hoppe, Thomas & Bressers, Hans, 2020. "Assessing governance of low energy green building innovation in the building sector: Insights from Singapore and Delhi," Energy Policy, Elsevier, vol. 145(C).
    8. Varun Rai & Adam Douglas Henry, 2016. "Agent-based modelling of consumer energy choices," Nature Climate Change, Nature, vol. 6(6), pages 556-562, June.
    9. Meijer, Mirjam S. & van Jaarsveld, Willem & de Kok, Ton & Tang, Christopher S., 2022. "Direct versus indirect penalties for supply contracts in high-tech industry," European Journal of Operational Research, Elsevier, vol. 301(1), pages 203-216.
    10. Menezes, Anna Carolina & Cripps, Andrew & Bouchlaghem, Dino & Buswell, Richard, 2012. "Predicted vs. actual energy performance of non-domestic buildings: Using post-occupancy evaluation data to reduce the performance gap," Applied Energy, Elsevier, vol. 97(C), pages 355-364.
    11. Stéphanie Missonier & Sabrina Loufrani-Fedida, 2014. "Stakeholder analysis and engagement in projects: from stakeholder relational perspective to stakeholder relational ontology," Post-Print halshs-01057834, HAL.
    12. Xia, Li & Gao, Shuo & Wei, Jiuchang & Ding, Qiying, 2022. "Government subsidy and corporate green innovation - Does board governance play a role?," Energy Policy, Elsevier, vol. 161(C).
    13. Chang Lu & Bo Yu, 2020. "The Effect of Formal and Informal External Collaboration on Innovation Performance of SMEs: Evidence from China," Sustainability, MDPI, vol. 12(22), pages 1-21, November.
    14. Lu, Yuehong & Zhang, Xiao-Ping & Li, Jianing & Huang, Zhijia & Wang, Changlong & Luo, Liang, 2019. "Design of a reward-penalty cost for the promotion of net-zero energy buildings," Energy, Elsevier, vol. 180(C), pages 36-49.
    15. Lee, Jiyoung & Kim, Chulyeon & Choi, Gyunghyun, 2019. "Exploring data envelopment analysis for measuring collaborated innovation efficiency of small and medium-sized enterprises in Korea," European Journal of Operational Research, Elsevier, vol. 278(2), pages 533-545.
    16. Liang, Xin & Yu, Tao & Hong, Jingke & Shen, Geoffrey Qiping, 2019. "Making incentive policies more effective: An agent-based model for energy-efficiency retrofit in China," Energy Policy, Elsevier, vol. 126(C), pages 177-189.
    17. Yina Li & Yang Tong & Fei Ye & Jiajia Song, 2020. "The choice of the government green subsidy scheme: innovation subsidy vs. product subsidy," International Journal of Production Research, Taylor & Francis Journals, vol. 58(16), pages 4932-4946, July.
    18. Chen, Jen-Yi & Dimitrov, Stanko & Pun, Hubert, 2019. "The impact of government subsidy on supply Chains’ sustainability innovation," Omega, Elsevier, vol. 86(C), pages 42-58.
    19. Cailou Jiang & Ying Zhang & Maoliang Bu & Weishu Liu, 2018. "The Effectiveness of Government Subsidies on Manufacturing Innovation: Evidence from the New Energy Vehicle Industry in China," Sustainability, MDPI, vol. 10(6), pages 1-11, May.
    20. McGilligan, Charles & Sunikka-Blank, Minna & Natarajan, Sukumar, 2010. "Subsidy as an agent to enhance the effectiveness of the energy performance certificate," Energy Policy, Elsevier, vol. 38(3), pages 1272-1287, March.
    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. Jingpei Ma & Xuejun Sun, 2023. "Green technology licensing: Evaluating government subsidies based on different efficiency levels across competitors," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(4), pages 1920-1934, June.
    2. Babagolzadeh, Mahla & Zhang, Yahua & Abbasi, Babak & Shrestha, Anup & Zhang, Anming, 2022. "Promoting Australian regional airports with subsidy schemes: Optimised downstream logistics using vehicle routing problem," Transport Policy, Elsevier, vol. 128(C), pages 38-51.
    3. Nordin, Fredrik & Ravald, Annika, 2023. "The making of marketing decisions in modern marketing environments," Journal of Business Research, Elsevier, vol. 162(C).
    4. Spanò, Rosanna & Bracci, Enrico & Manes-Rossi, Francesca & Sforza, Vincenzo, 2024. "A fatally efficient machine. Insights into the ‘banality’ of the research evaluation exercise in Italy," CRITICAL PERSPECTIVES ON ACCOUNTING, Elsevier, vol. 100(C).
    5. Xin Chen & Jiannan Li & Decai Tang & Ziqian Zhao & Valentina Boamah, 2024. "Stackelberg game analysis of government subsidy policy in green product market," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(5), pages 13273-13302, May.
    6. Nawaz, Muhammad Zahid & Nawaz, Shahid & Guzmán, Francisco & Plotkina, Daria, 2023. "The aftermath of Covid-19: The rise of pandemic animosity among consumers and its scale development," Journal of Business Research, Elsevier, vol. 157(C).
    7. Li Liu & Zhe Wang & Zhao Song & Zaisheng Zhang, 2023. "Evolutionary game analysis on behavioral strategies of four participants in green technology innovation system," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(2), pages 960-977, March.
    8. Juan Francisco Velasco-Muñoz & José Ángel Aznar-Sánchez & Belén López-Felices & Gabriella Balacco, 2022. "Adopting sustainable water management practices in agriculture based on stakeholder preferences," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 68(9), pages 317-326.
    9. Emmanouil Papagiannidis & Ida Merete Enholm & Chirstian Dremel & Patrick Mikalef & John Krogstie, 2023. "Toward AI Governance: Identifying Best Practices and Potential Barriers and Outcomes," Information Systems Frontiers, Springer, vol. 25(1), pages 123-141, February.
    10. Abu Sa’a, Ehab & Asplund, Fredrik, 2025. "Unpacking social capital in University–Industry Collaborations: Pathways to cross-industry knowledge sharing," Technovation, Elsevier, vol. 140(C).
    11. Raaymann, Sophia & Spinler, Stefan, 2024. "Measuring supply chain resilience along the automotive value chain — A comparative research on literature and industry," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 192(C).
    12. Junjian Wu & Jennifer Shang, 2021. "Optimal Green Operation and Information Leakage Decisions under Government Subsidy and Supply Uncertainty," Sustainability, MDPI, vol. 13(24), pages 1-19, December.
    13. Centobelli, Piera & Cerchione, Roberto & Maglietta, Amedeo & Oropallo, Eugenio, 2023. "Sailing through a digital and resilient shipbuilding supply chain: An empirical investigation," Journal of Business Research, Elsevier, vol. 158(C).
    14. Won, Jongho & Lee, Daeho & Lee, Junmin, 2023. "Understanding experiences of food-delivery-platform workers under algorithmic management using topic modeling," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    15. Neema Kavishe & Nicholas Chileshe, 2018. "Identifying Project Management Practices and Principles for Public–Private Partnerships in Housing Projects: The Case of Tanzania," Sustainability, MDPI, vol. 10(12), pages 1-23, December.
    16. Zhong, Yuanguang & Yang, Tong & Yu, Huilin & Zhong, Shuneng & Xie, Wei, 2023. "Impacts of blockchain technology with government subsidies on a dual-channel supply chain for tracing product information," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 171(C).
    17. Gill, Chelsea & Mehrotra, Vishal & Moses, Olayinka & Bui, Binh, 2023. "The impact of the pitching research framework on AFAANZ grant applications," Pacific-Basin Finance Journal, Elsevier, vol. 77(C).
    18. Rebecca Reynolds & Julie Aromi & Catherine McGowan & Britt Paris, 2022. "Digital divide, critical‐, and crisis‐informatics perspectives on K‐12 emergency remote teaching during the pandemic," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 73(12), pages 1665-1680, December.
    19. Junlong Chen & Zuli Han & Xiaomin Sun & Jiali Liu, 2025. "Technology innovation decision‐making and optimal government subsidy strategy with endogenous bargaining power in a vertical supply chain," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 46(1), pages 21-51, January.
    20. Jin, Wei & Yang, Jun & Wang, Chengfu, 2024. "Cost subsidy or environmental regulation? The effects of government interventions on environmental quality and 3BL performance," International Journal of Production Economics, Elsevier, vol. 270(C).

    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:spr:endesu:v:26:y:2024:i:6:d:10.1007_s10668-023-03174-4. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.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.