IDEAS home Printed from https://ideas.repec.org/a/eee/ejores/v200y2010i3p844-859.html
   My bibliography  Save this article

A problem-structuring model for analyzing transportation-environment relationships

Author

Listed:
  • Ülengin, Füsun
  • Kabak, Özgür
  • Önsel, Sule
  • Ülengin, Burç
  • Aktas, Emel

Abstract

This study discusses a decision support framework that guides policy makers in their strategic transportation related decisions by using multi-methodology. For this purpose, a methodology for analyzing the effects of transportation policies on environment, society, economy, and energy is proposed. In the proposed methodology, a three-stage problem structuring model is developed. Initially, experts' opinions are structured by using a cognitive map to determine the relationships between transportation and environmental concepts. Then a structural equation model (SEM) is constructed, based on the cognitive map, to quantify the relations among external transportation and environmental factors. Finally the results of the SEM model are used to evaluate the consequences of possible policies via scenario analysis. In this paper a pilot study that covers only one module of the whole framework, namely transportation-environment interaction module, is conducted to present the applicability and usefulness of the methodology. This pilot study also reveals the impacts of transportation policies on the environment. To achieve a sustainable transportation system, the extent of the relationships between transportation and the environment must be considered. The World Development Indicators developed by the World Bank are used for this purpose.

Suggested Citation

  • Ülengin, Füsun & Kabak, Özgür & Önsel, Sule & Ülengin, Burç & Aktas, Emel, 2010. "A problem-structuring model for analyzing transportation-environment relationships," European Journal of Operational Research, Elsevier, vol. 200(3), pages 844-859, February.
    • Handle: RePEc:eee:ejores:v:200:y:2010:i:3:p:844-859
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0377-2217(09)00036-8
    Download Restriction: Full text for ScienceDirect subscribers only
    ---><---

    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. Nadkarni, Sucheta & Shenoy, Prakash P., 2001. "A Bayesian network approach to making inferences in causal maps," European Journal of Operational Research, Elsevier, vol. 128(3), pages 479-498, February.
    2. Eden, Colin, 2004. "Analyzing cognitive maps to help structure issues or problems," European Journal of Operational Research, Elsevier, vol. 159(3), pages 673-686, December.
    3. Eden, Colin & Ackermann, Fran, 2004. "Cognitive mapping expert views for policy analysis in the public sector," European Journal of Operational Research, Elsevier, vol. 152(3), pages 615-630, February.
    4. Stewart, TJ, 1992. "A critical survey on the status of multiple criteria decision making theory and practice," Omega, Elsevier, vol. 20(5-6), pages 569-586.
    5. Phillis, Yannis A. & Andriantiatsaholiniaina, Luc A., 2001. "Sustainability: an ill-defined concept and its assessment using fuzzy logic," Ecological Economics, Elsevier, vol. 37(3), pages 435-456, June.
    6. World Bank, 2007. "The Little Green Data Book 2007," World Bank Publications - Books, The World Bank Group, number 8166, December.
    7. Yoshitsugu Hayashi & Kenneth Button & Peter Nijkamp (ed.), 1999. "The Environment and Transport," Books, Edward Elgar Publishing, number 1517, December.
    8. Geerlings, Harry & Stead, Dominic, 2003. "The integration of land use planning, transport and environment in European policy and research," Transport Policy, Elsevier, vol. 10(3), pages 187-196, July.
    9. Ulengin, Fusun & Ilker Topcu, Y. & Sahin, Sule Onsel, 2001. "An integrated decision aid system for Bosphorus water-crossing problem," European Journal of Operational Research, Elsevier, vol. 134(1), pages 179-192, October.
    10. Brand, C. & Mattarelli, M. & Moon, D. & Wolfler Calvo, R., 2002. "STEEDS: A strategic transport-energy-environment decision support," European Journal of Operational Research, Elsevier, vol. 139(2), pages 416-435, June.
    11. Parkan, Celik & Wu, Ming-Lu, 1999. "Measurement of the performance of an investment bank using the operational competitiveness rating procedure," Omega, Elsevier, vol. 27(2), pages 201-217, April.
    12. Colin Eden & Fran Ackermann & Steve Cropper, 1992. "The Analysis Of Cause Maps," Journal of Management Studies, Wiley Blackwell, vol. 29(3), pages 309-324, May.
    13. Arampatzis, G. & Kiranoudis, C. T. & Scaloubacas, P. & Assimacopoulos, D., 2004. "A GIS-based decision support system for planning urban transportation policies," European Journal of Operational Research, Elsevier, vol. 152(2), pages 465-475, January.
    14. Judea Pearl, 1998. "Graphs, Causality, and Structural Equation Models," Sociological Methods & Research, , vol. 27(2), pages 226-284, November.
    15. Gupta, Sumeet & Kim, Hee W., 2008. "Linking structural equation modeling to Bayesian networks: Decision support for customer retention in virtual communities," European Journal of Operational Research, Elsevier, vol. 190(3), pages 818-833, November.
    16. Raju, Komaragiri Srinivasa & Pillai, C. R. S., 1999. "Multicriterion decision making in river basin planning and development," European Journal of Operational Research, Elsevier, vol. 112(2), pages 249-257, January.
    17. Tegarden, David P. & Sheetz, Steven D., 2003. "Group cognitive mapping: a methodology and system for capturing and evaluating managerial and organizational cognition," Omega, Elsevier, vol. 31(2), pages 113-125, April.
    18. Ülengin, Füsun & Önsel, Sule & Ilker Topçu, Y. & Aktas, Emel & Kabak, Özgür, 2007. "An integrated transportation decision support system for transportation policy decisions: The case of Turkey," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(1), pages 80-97, January.
    19. van Veen-Groot, Danielle B. & Nijkamp, Peter, 1999. "Globalisation, transport and the environment: new perspectives for ecological economics," Ecological Economics, Elsevier, vol. 31(3), pages 331-346, December.
    20. World Bank, 2005. "World Development Indicators 2005," World Bank Publications - Books, The World Bank Group, number 12426, December.
    21. World Bank, 2007. "The Little Data Book 2007," World Bank Publications - Books, The World Bank Group, number 8153, December.
    22. repec:wbk:wbpubs:12425 is not listed on IDEAS
    23. Sahin, Sule Onsel & Ulengin, Fusun & Ulengin, Burc, 2006. "A Bayesian causal map for inflation analysis: The case of Turkey," European Journal of Operational Research, Elsevier, vol. 175(2), pages 1268-1284, December.
    24. Anderson, Ronald D. & Vastag, Gyula, 2004. "Causal modeling alternatives in operations research: Overview and application," European Journal of Operational Research, Elsevier, vol. 156(1), pages 92-109, July.
    25. World Bank, 2002. "Cities on the Move : A World Bank Urban Transport Strategy Review," World Bank Publications - Books, The World Bank Group, number 15232, December.
    26. Yeh, Chung-Hsing & Deng, Hepu & Chang, Yu-Hern, 2000. "Fuzzy multicriteria analysis for performance evaluation of bus companies," European Journal of Operational Research, Elsevier, vol. 126(3), pages 459-473, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Konstantinos Kokkinos & Eftihia Nathanail, 2023. "A Fuzzy Cognitive Map and PESTEL-Based Approach to Mitigate CO 2 Urban Mobility: The Case of Larissa, Greece," Sustainability, MDPI, vol. 15(16), pages 1-30, August.
    2. Pei Liu & Dong Mu & Daqing Gong, 2017. "Eliminating Overload Trucking via a Modal Shift to Achieve Intercity Freight Sustainability: A System Dynamics Approach," Sustainability, MDPI, vol. 9(3), pages 1-24, March.
    3. Yang, Yang & Liu, Qing & Chang, Chia-Hsun, 2023. "China-Europe freight transportation under the first wave of COVID-19 pandemic and government restriction measures," Research in Transportation Economics, Elsevier, vol. 97(C).
    4. Huiling Wang & Jiaxin Luo & Mengtian Zhang & Yue Ling, 2022. "The Impact of Transportation Restructuring on the Intensity of Greenhouse Gas Emissions: Empirical Data from China," IJERPH, MDPI, vol. 19(19), pages 1-16, October.
    5. Brandenburg, Marcus & Govindan, Kannan & Sarkis, Joseph & Seuring, Stefan, 2014. "Quantitative models for sustainable supply chain management: Developments and directions," European Journal of Operational Research, Elsevier, vol. 233(2), pages 299-312.
    6. Aquib Irteza Reshad & Tasnia Biswas & Renu Agarwal & Sanjoy Kumar Paul & Abdullahil Azeem, 2023. "Evaluating barriers and strategies to sustainable supply chain risk management in the context of an emerging economy," Business Strategy and the Environment, Wiley Blackwell, vol. 32(7), pages 4315-4334, November.
    7. Bell, Simon, 2012. "DPSIR=A Problem Structuring Method? An exploration from the “Imagine” approach," European Journal of Operational Research, Elsevier, vol. 222(2), pages 350-360.
    8. Hettiarachchi, Biman Darshana & Brandenburg, Marcus & Seuring, Stefan, 2022. "Connecting additive manufacturing to circular economy implementation strategies: Links, contingencies and causal loops," International Journal of Production Economics, Elsevier, vol. 246(C).
    9. Wanyu Yang & Xuebing Ouyang & Tiezhu Li, 2023. "Research on the Regional Transport Development Index and Its Application in Decision Making and Sustainable Development of Transport Services: A Case Study in Yunnan Province, China," Sustainability, MDPI, vol. 15(3), pages 1-16, January.
    10. Nouira, Imen & Frein, Yannick & Hadj-Alouane, Atidel B., 2014. "Optimization of manufacturing systems under environmental considerations for a greenness-dependent demand," International Journal of Production Economics, Elsevier, vol. 150(C), pages 188-198.
    11. Le–Le Zou, 2012. "The impacting factors of vulnerability to natural hazards in China: an analysis based on structural equation model," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 62(1), pages 57-70, May.
    12. Kato, Hironori & Shiroyama, Hideaki & Nakagawa, Yoshinori, 2014. "Public policy structuring incorporating reciprocal expectation analysis," European Journal of Operational Research, Elsevier, vol. 233(1), pages 171-183.
    13. Kabak, Özgür & Ülengin, Füsun & Önsel Ekici, Şule, 2018. "Connecting logistics performance to export: A scenario-based approach," Research in Transportation Economics, Elsevier, vol. 70(C), pages 69-82.
    14. Simon Bell & Francesca Benatti & Neil R. Edwards & Robin Laney & David R. Morse & Lara Piccolo & Oliver Zanetti, 2018. "Smart Cities and M3: Rapid Research, Meaningful Metrics and Co-Design," Systemic Practice and Action Research, Springer, vol. 31(1), pages 27-53, February.
    15. Fahim, Patrick B.M. & Rezaei, Jafar & Montreuil, Benoit & Tavasszy, Lorant, 2022. "Port performance evaluation and selection in the Physical Internet," Transport Policy, Elsevier, vol. 124(C), pages 83-94.
    16. A M Sharif & Z Irani & V Weerakkoddy, 2010. "Evaluating and modelling constructs for e-government decision making," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(6), pages 929-952, June.

    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. Rodrigues, Teresa C. & Montibeller, Gilberto & Oliveira, Mónica D. & Bana e Costa, Carlos A., 2017. "Modelling multicriteria value interactions with Reasoning Maps," European Journal of Operational Research, Elsevier, vol. 258(3), pages 1054-1071.
    2. Chang, Yu-Hern & Yeh, Chung-Hsing, 2001. "Evaluating airline competitiveness using multiattribute decision making," Omega, Elsevier, vol. 29(5), pages 405-415, October.
    3. Fernando A. F. Ferreira & Ieva Meidutė-Kavaliauskienė & Edmundas K. Zavadskas & Marjan S. Jalali & Sandra M. J. Catarino, 2019. "A Judgment-Based Risk Assessment Framework for Consumer Loans," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 18(01), pages 7-33, January.
    4. Oliveira, Inês A.S.J. & Carayannis, Elias G. & Ferreira, Fernando A.F. & Jalali, Marjan S. & Carlucci, Daniela & Ferreira, João J.M., 2018. "Constructing home safety indices for strategic planning in residential real estate: A socio-technical approach," Technological Forecasting and Social Change, Elsevier, vol. 131(C), pages 67-77.
    5. Abuabara, Leila & Paucar-Caceres, Alberto, 2021. "Surveying applications of Strategic Options Development and Analysis (SODA) from 1989 to 2018," European Journal of Operational Research, Elsevier, vol. 292(3), pages 1051-1065.
    6. David P. Tegarden & Linda F. Tegarden & Steven D. Sheetz, 2009. "Cognitive Factions in a Top Management Team: Surfacing and Analyzing Cognitive Diversity using Causal Maps," Group Decision and Negotiation, Springer, vol. 18(6), pages 537-566, November.
    7. Johanna Camargo Pérez & Martha Carrillo & Jairo Montoya-Torres, 2015. "Multi-criteria approaches for urban passenger transport systems: a literature review," Annals of Operations Research, Springer, vol. 226(1), pages 69-87, March.
    8. G Montibeller & V Belton, 2006. "Causal maps and the evaluation of decision options—a review," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 57(7), pages 779-791, July.
    9. Sébastien Damart, 2010. "A Cognitive Mapping Approach to Organizing the Participation of Multiple Actors in a Problem Structuring Process," Group Decision and Negotiation, Springer, vol. 19(5), pages 505-526, September.
    10. Ferreira, Fernando A.F. & Spahr, Ronald W. & Sunderman, Mark A. & Govindan, Kannan & Meidutė-Kavaliauskienė, Ieva, 2022. "Urban blight remediation strategies subject to seasonal constraints," European Journal of Operational Research, Elsevier, vol. 296(1), pages 277-288.
    11. repec:dau:papers:123456789/2350 is not listed on IDEAS
    12. Georgiou, Ion, 2012. "Messing about in transformations: Structured systemic planning for systemic solutions to systemic problems," European Journal of Operational Research, Elsevier, vol. 223(2), pages 392-406.
    13. Sahin, Sule Onsel & Ulengin, Fusun & Ulengin, Burc, 2006. "A Bayesian causal map for inflation analysis: The case of Turkey," European Journal of Operational Research, Elsevier, vol. 175(2), pages 1268-1284, December.
    14. Pluchinotta, Irene & Salvia, Giuseppe & Zimmermann, Nici, 2022. "The importance of eliciting stakeholders’ system boundary perceptions for problem structuring and decision-making," European Journal of Operational Research, Elsevier, vol. 302(1), pages 280-293.
    15. Karimkashi, Shervin & Amidpour, Majid, 2012. "Total site energy improvement using R-curve concept," Energy, Elsevier, vol. 40(1), pages 329-340.
    16. Pao, Hsiao-Tien & Tsai, Chung-Ming, 2011. "Multivariate Granger causality between CO2 emissions, energy consumption, FDI (foreign direct investment) and GDP (gross domestic product): Evidence from a panel of BRIC (Brazil, Russian Federation, I," Energy, Elsevier, vol. 36(1), pages 685-693.
    17. Vieira, Fabiana C. & Ferreira, Fernando A.F. & Govindan, Kannan & Ferreira, Neuza C.M.Q.F. & Banaitis, Audrius, 2022. "Measuring urban digitalization using cognitive mapping and the best worst method (BWM)," Technology in Society, Elsevier, vol. 71(C).
    18. Eden, Colin & Ackermann, Fran, 2018. "Theory into practice, practice to theory: Action research in method development," European Journal of Operational Research, Elsevier, vol. 271(3), pages 1145-1155.
    19. Adelheid Holl & Ilaria Mariotti, 2018. "The Geography of Logistics Firm Location: The Role of Accessibility," Networks and Spatial Economics, Springer, vol. 18(2), pages 337-361, June.
    20. Vanessa B. Schramm & Fernando Schramm, 2018. "An Approach for Supporting Problem Structuring in Water Resources Management and Planning," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 32(9), pages 2955-2968, July.
    21. Scholtens, Bert & Kleinsmann, Renske, 2011. "Incentives for subcontractors to adopt CO2 emission reporting and reduction techniques," Energy Policy, Elsevier, vol. 39(3), pages 1877-1883, 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:eee:ejores:v:200:y:2010:i:3:p:844-859. 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/eor .

    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.