IDEAS home Printed from https://ideas.repec.org/a/spr/soinre/v141y2019i3d10.1007_s11205-018-1868-5.html
   My bibliography  Save this article

Using Weighted Goal Programming Model for Planning Regional Sustainable Development to Optimal Workforce Allocation: An Application for Provinces of Iran

Author

Listed:
  • Hashem Omrani

    (Urmia University of Technology)

  • Mahsa Valipour

    (Urmia University of Technology)

  • Ali Emrouznejad

    (Aston University)

Abstract

Due to the urbanization and economic growth, planning of regional sustainable development has become one of the major challenges in the world. The key indicators such as gross domestic product (GDP), electricity and energy consumption and greenhouse gas emission (GHG) are considered in sustainable development planning. This paper determines number of required workforce in different sectors of each province in Iran considering targets/goals for sustainable development indicators in the 2030 macroeconomic and regional planning. First, the relative goals are designed for GDP, electricity, energy and GHG emission and then, two weighted goal programming models are applied to allocate the optimal workforce among four sectors: agriculture, industry, services and transportation. The first model minimizes recruitment of new workforce and allows current workforce exchange among the four sectors in each province in order to achieve the goals, while the second model indicates equitable distribution of new workforce recruitment in different sectors within each province. In both models, the workforce changes have been investigated based on achieving the desirable growth rates of GDP, GHG, electricity and energy consumption as planned by the government. Based on the results of this paper, policy makers can manage workforce and the government can make optimized decisions to macroeconomic and regional planning.

Suggested Citation

  • Hashem Omrani & Mahsa Valipour & Ali Emrouznejad, 2019. "Using Weighted Goal Programming Model for Planning Regional Sustainable Development to Optimal Workforce Allocation: An Application for Provinces of Iran," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 141(3), pages 1007-1035, February.
  • Handle: RePEc:spr:soinre:v:141:y:2019:i:3:d:10.1007_s11205-018-1868-5
    DOI: 10.1007/s11205-018-1868-5
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11205-018-1868-5
    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/s11205-018-1868-5?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. Beckerman, Wilfred, 1992. "Economic growth and the environment: Whose growth? whose environment?," World Development, Elsevier, vol. 20(4), pages 481-496, April.
    2. Giuseppe Munda, 2016. "Multiple Criteria Decision Analysis and Sustainable Development," International Series in Operations Research & Management Science, in: Salvatore Greco & Matthias Ehrgott & José Rui Figueira (ed.), Multiple Criteria Decision Analysis, edition 2, chapter 0, pages 1235-1267, Springer.
    3. A. Charnes & W. W. Cooper & R. O. Ferguson, 1955. "Optimal Estimation of Executive Compensation by Linear Programming," Management Science, INFORMS, vol. 1(2), pages 138-151, January.
    4. Henriques, C. Oliveira & Antunes, C. Henggeler, 2012. "Interactions of economic growth, energy consumption and the environment in the context of the crisis – A study with uncertain data," Energy, Elsevier, vol. 48(1), pages 415-422.
    5. Dylan Jones & Mehrdad Tamiz, 2010. "Practical Goal Programming," International Series in Operations Research and Management Science, Springer, edition 1, number 978-1-4419-5771-9, April.
    6. Greaker, Mads & Stoknes, Per Espen & Alfsen, Knut H. & Ericson, Torgeir, 2013. "A Kantian approach to sustainable development indicators for climate change," Ecological Economics, Elsevier, vol. 91(C), pages 10-18.
    7. Abou-Ali, Hala & Abdelfattah, Yasmine M., 2013. "Integrated paradigm for sustainable development: A panel data study," Economic Modelling, Elsevier, vol. 30(C), pages 334-342.
    8. Dylan Jones & Mehrdad Tamiz, 2010. "Case Study: Application of Goal Programming in Portfolio Selection," International Series in Operations Research & Management Science, in: Practical Goal Programming, edition 1, chapter 0, pages 151-160, Springer.
    9. Víctor Pérez & Alain Hernández & Flor Guerrero & María Amparo León & Christian Luiz Silva & Rafael Caballero, 2016. "Sustainability Ranking for Cuban Tourist Destinations Based on Composite Indexes," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 129(1), pages 425-444, October.
    10. Shanta Devarajan & Lili Mottaghi, "undated". "MENA Quarterly Economic Brief, January 2015 : Plunging Oil Prices," World Bank Publications - Reports 21349, The World Bank Group.
    11. Iddrisu, Insah & Bhattacharyya, Subhes C., 2015. "Sustainable Energy Development Index: A multi-dimensional indicator for measuring sustainable energy development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 50(C), pages 513-530.
    12. Ren, Hongbo & Zhou, Weisheng & Nakagami, Ken'ichi & Gao, Weijun & Wu, Qiong, 2010. "Multi-objective optimization for the operation of distributed energy systems considering economic and environmental aspects," Applied Energy, Elsevier, vol. 87(12), pages 3642-3651, December.
    13. Bao, Chao & Fang, Chuang-lin, 2013. "Geographical and environmental perspectives for the sustainable development of renewable energy in urbanizing China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 27(C), pages 464-474.
    14. Sang M. Lee & Edward R. Clayton, 1972. "A Goal Programming Model for Academic Resource Allocation," Management Science, INFORMS, vol. 18(8), pages 395-408, April.
    15. Lili Mottaghi, 2015. "MENA Quarterly Economic Brief : Plunging Oil Prices," World Bank Publications - Reports 21462, The World Bank Group.
    16. Hussein Sayed & Ramadan Hamed & Mohamed Ramadan & Samaa Hosny, 2015. "Using Meta-goal Programming for a New Human Development Indicator with Distinguishable Country Ranks," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 123(1), pages 1-27, August.
    17. Shanta Devarajan & Lili Mottaghi, "undated". "MENA Quarterly Economic Brief, July 2015," World Bank Publications - Reports 22294, The World Bank Group.
    18. Ozyurt, O., 2010. "Energy issues and renewables for sustainable development in Turkey," Renewable and Sustainable Energy Reviews, Elsevier, vol. 14(9), pages 2976-2985, December.
    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. Keihan Hassanzadehkermanshahi & Sara Shirowzhan, 2022. "Measuring Urban Sustainability over Time at National and Regional Scale for Addressing United Nations Sustainable Development Goal (SDG) 11: Iran and Tehran as Case Studies," Sustainability, MDPI, vol. 14(12), pages 1-25, June.
    2. Danilo Liuzzi & Veronica Lupi & Aymeric Vié, 2022. "Sustainability, cooperation and mobility of workers within and between European countries: a two-stage goal programming model," Annals of Operations Research, Springer, vol. 311(2), pages 749-769, April.

    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. Cinzia Colapinto & Raja Jayaraman & Simone Marsiglio, 2017. "Multi-criteria decision analysis with goal programming in engineering, management and social sciences: a state-of-the art review," Annals of Operations Research, Springer, vol. 251(1), pages 7-40, April.
    2. Shantayanan Devarajan & Lili Mottaghi, "undated". "MENA Quarterly Economic Brief, January 2016," World Bank Publications - Reports 23705, The World Bank Group.
    3. Yao Axel Ehouman, 2021. "Dependence structure between oil price volatility and sovereign credit risk of oil exporters : Evidence using a Copula Approach," Post-Print hal-03348410, HAL.
    4. Elena Ianchovichina & Lili Mottaghi & Shantayanan Devarajan, "undated". "Middle East and North Africa Economic Monitor, October 2015," World Bank Publications - Reports 22711, The World Bank Group.
    5. Ehouman, Yao Axel, 2021. "Dependence structure between oil price volatility and sovereign credit risk of oil exporters: Evidence using a copula approach," International Economics, Elsevier, vol. 168(C), pages 76-97.
    6. Demirci, Mehmet & Bettinger, Pete, 2015. "Using mixed integer multi-objective goal programming for stand tending block designation: A case study from Turkey," Forest Policy and Economics, Elsevier, vol. 55(C), pages 28-36.
    7. Berjawi, A.E.H. & Walker, S.L. & Patsios, C. & Hosseini, S.H.R., 2021. "An evaluation framework for future integrated energy systems: A whole energy systems approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 145(C).
    8. Mila Bravo & Dylan Jones & David Pla-Santamaria & Francisco Salas-Molina, 2022. "Encompassing statistically unquantifiable randomness in goal programming: an application to portfolio selection," Operational Research, Springer, vol. 22(5), pages 5685-5706, November.
    9. Arben Asllani & Silvana Trimi, 2022. "COVID-19 vaccine distribution: exploring strategic alternatives for the greater good," Service Business, Springer;Pan-Pacific Business Association, vol. 16(3), pages 601-619, September.
    10. Junzo Watada & Nureize Binti Arbaiy & Qiuhong Chen, 2021. "Hybrid Uncertainty-Goal Programming Model with Scaled Index for Production Planning Assessment," FinTech, MDPI, vol. 1(1), pages 1-24, November.
    11. Guangdong Wu & Guofeng Qiang & Jian Zuo & Xianbo Zhao & Ruidong Chang, 2018. "What are the Key Indicators of Mega Sustainable Construction Projects? —A Stakeholder-Network Perspective," Sustainability, MDPI, vol. 10(8), pages 1-18, August.
    12. Benítez-Fernández, Amalia & Ruiz, Francisco, 2020. "A Meta-Goal Programming approach to cardinal preferences aggregation in multicriteria problems," Omega, Elsevier, vol. 94(C).
    13. Chang, Ching-Ter, 2011. "Multi-choice goal programming with utility functions," European Journal of Operational Research, Elsevier, vol. 215(2), pages 439-445, December.
    14. Bilbao-Terol, Amelia & Arenas-Parra, Mar & Cañal-Fernández, Verónica, 2016. "A model based on Copula Theory for sustainable and social responsible investments," Revista de Contabilidad - Spanish Accounting Review, Elsevier, vol. 19(1), pages 55-76.
    15. Arshia Kaul & Sugandha Aggarwal & Mohan Krishnamoorthy & P. C. Jha, 2018. "Multi-period media planning for multi-products incorporating segment specific and mass media," Annals of Operations Research, Springer, vol. 269(1), pages 317-359, October.
    16. Diaz-Balteiro, L & González-Pachón, J. & Romero, C., 2017. "Measuring systems sustainability with multi-criteria methods: A critical review," European Journal of Operational Research, Elsevier, vol. 258(2), pages 607-616.
    17. Tom Rihm & Philipp Baumann, 2018. "Staff assignment with lexicographically ordered acceptance levels," Journal of Scheduling, Springer, vol. 21(2), pages 167-189, April.
    18. Umar Muhammad Modibbo & Irfan Ali & Aquil Ahmed, 2021. "Multi-objective optimization modelling for analysing sustainable development goals of Nigeria: Agenda 2030," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(6), pages 9529-9563, June.
    19. Belaid AOUNI & Cinzia COLAPINTO & Davide LA TORRE, 2008. "Solving stochastic multi-objective programming through the GP model," Departmental Working Papers 2008-18, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
    20. Alshammari Nayef & Faras Reyadh & Alshuwaiee Wael, 2022. "Economic and Political Drivers of Remittance Transfer," South East European Journal of Economics and Business, Sciendo, vol. 17(1), pages 54-67, June.

    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:soinre:v:141:y:2019:i:3:d:10.1007_s11205-018-1868-5. 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.