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Assessing the Severity of Consequences of Floods in Pakistan: Applying the ISM Modelling and MICMAC Analysis

Author

Listed:
  • Tehmina Fiaz Qazi

    (University of the Punjab, Lahore, Pakistan)

  • Abdul Aziz Khan Niazi

    (University of Engineering and Technology, Lahore, Pakistan)

  • Maryam Aziz

    (University of Engineering and Technology, Lahore, Pakistan)

  • Abdul Basit

    (Lahore Institute of Science and Technology, Lahore, Pakistan)

Abstract

The study aims to assess the severity of the consequences of floods in Pakistan. The study's overall design includes reviewing relevant literature, collecting data from primary sources, and modeling & analyzing the phenomena. The population under study comprises the folk stakeholders of the phenomenon. The sampling design is purposive (focus group consisting of experts), whereas the sample size is fourteen experts, i.e., a medium size panel. The method of modeling is Interpretive Structural Modelling (ISM) and the method of analysis is Cross Impact Matrix Multiplication Applied to Classification (MICMAC). Results of ISM modeling show that consequences namely, reduced food supply, destroyed crops, destroyed food stockpiles, destroyed infrastructures, economic strain on entire population, and disruption in trade and commerce inhabit Level I. Consequences namely: lost livelihoods of farmers, destroyed livestock, destroyed equipment, injuries and deaths, disrupted schedules of transportation, inundate agricultural lands, reduction in soil fertility and increased prices inhabit Level II. The consequence namely: destroyed seeds inhabit Level III. The consequence: displaced populations inhabit Level IV. The consequence: damaged and destroyed housing inhabit Level V. The consequence: spreading of waterborne diseases inhabit Level VI. Results of scale-centric MICMAC analysis show that spreading of waterborne diseased is independent, and reduced food supply is dependent quadrant bur all other are linking and there is no autonomous factor. Results of data-centric MICMAC analysis show that destroyed seeds, destroyed equipment, and spreading of waterborne diseased are independent and lost livelihoods of farmers, reduced food supply, destroyed food stockpiles, destroyed livestock, destroyed infrastructures, damaged and destroyed housing, displaced populations, and disruption in trade and commerce are dependent quadrant. Destroyed crops, economic strain on entire population, injuries and deaths, disrupted schedules of transportation, inundate agricultural lands, reduction in soil fertility, and increased prices are linking. The autonomous quadrant is empty as there is no factor categorized in this quadrant. It is an original valuable study because it is based on real time experimental first-hand data collected by authors that have hands on job of data collection for decades. It also uses unique and different methodologies to collect data, modelling and analysis. This methodology is simple, unique and clearly understandable by wide range of folks of stakeholders. Its results are also logically appealing and realistic corresponding to ground realities. The will enrich the understanding of national/local governments, regulators, industry representatives, landowners/farmers, general public (including households, local communities, village committees community workers local labor, disabled people, minorities, senior citizens and women etc.), scientific community and others contributors to the system, institutions engaged in disaster management, international donor agencies, academia, politicians & political parties, flood-prone communities, NGOs, volunteers, regional institutions, media, suppliers of goods & material, civil organizations, private institutions and other affected, interested or vulnerable groups (like social beneficiary groups, non-social beneficiary groups, social adversely affected groups and non-social adversely affected groups) by way of deeper insights into the conundrum issue of floods.

Suggested Citation

  • Tehmina Fiaz Qazi & Abdul Aziz Khan Niazi & Maryam Aziz & Abdul Basit, 2024. "Assessing the Severity of Consequences of Floods in Pakistan: Applying the ISM Modelling and MICMAC Analysis," Bulletin of Business and Economics (BBE), Research Foundation for Humanity (RFH), vol. 13(2), pages 1321-1332.
  • Handle: RePEc:rfh:bbejor:v:13:y:2024:i:2:p:1321-1332
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    References listed on IDEAS

    as
    1. Abdul Aziz Khan Niazi & Tehmina Fiaz Qazi & Maryam Aziz & Abdul Basit & Ifra Aziz Khan Niazi, 2023. "Using the Binary Matrices for Modeling the Supply Chain Issues of Virtual Shops: An Evidence from Pakistan," Journal of Policy Research (JPR), Research Foundation for Humanity (RFH), vol. 9(2), pages 548-564.
    2. Kashif Abbass & Muhammad Asif & Abdul Aziz Khan Niazi & Tehmina Fiaz Qazi & Abdul Basit & Faroq Abdulkarem Al-Muwaffaq Ahmed, 2022. "Understanding the interaction among enablers of quality enhancement of higher business education in Pakistan," PLOS ONE, Public Library of Science, vol. 17(5), pages 1-19, May.
    3. Audi, Marc & Al-Masri, Razan, 2024. "Examining the Impacts of Regulatory Framework on Risk in Commercial Banks in Emerging Economies," MPRA Paper 121587, University Library of Munich, Germany.
    4. Qazi, Tehmina Fiaz & Niazi, Abdul Aziz Khan & Abdul Basit, 2020. "Investigating Critical Resemblances of Islamic Banking with Conventional: Binary Matrices as Solution Methodology," Journal of Business and Social Review in Emerging Economies, CSRC Publishing, Center for Sustainability Research and Consultancy Pakistan, vol. 6(1), pages 349-364, March.
    5. Tehmina Fiaz Qazi & Abdul Aziz Khan Niazi, 2023. "An Analysis of the Determinants of Trust in Virtual Buying: An Interpretive Structural Modeling Approach," Journal of Policy Research (JPR), Research Foundation for Humanity (RFH), vol. 9(2), pages 103-116.
    6. Abdul Aziz Khan Niazi & Tehmina Fiaz Qazi & Hira Tanweer Butt & Ifra Aziz Khan Niazi & Abdul Basit, 2023. "A Structural Analysis of Barriers Being Faced by Green Banking Initiatives in Pakistan," Journal of Policy Research (JPR), Research Foundation for Humanity (RFH), vol. 9(2), pages 182-199.
    7. Tehmina Fiaz Qazi & Abdul Aziz Khan Niazi & Waheed Asghar & Abdul Basit, 2021. "Ease of Doing Business: Analysis of Trade Facilitations of One Hundred Twenty-Seven Countries of the World," Journal of Accounting and Finance in Emerging Economies, CSRC Publishing, Center for Sustainability Research and Consultancy Pakistan, vol. 7(1), pages 65-75, January.
    8. Tehmina Fiaz Qazi & Abdul Aziz Khan Niazi & Abdul Basit & Abdul Rehman & Aysha Nazir, 2019. "The Jostle of Workplace Pressures on Credit Managers: Interpretive Structural Modeling to Underpin the Severity," Bulletin of Business and Economics (BBE), Research Foundation for Humanity (RFH), vol. 8(3), pages 155-163, September.
    9. Sidra Tariq & Muhammad Zeeshan Shaukat & Abdul Aziz Khan Niazi & Abdul Basit, 2023. "Evaluating The Counterproductive Behaviors Of Employees At Work Place: Empirical Evidence From Public Sector Organizations," Bulletin of Business and Economics (BBE), Research Foundation for Humanity (RFH), vol. 12(2), pages 178-187.
    10. Abdul Aziz Khan Niazi & Tehmina Fiaz Qazi & Abdul Basit & Muhammad Zeeshan Shaukat, 2021. "Evaluation of Climate of Selected Sixty-six Countries using Grey Relational Analysis: Focus on Pakistan," Journal of Business and Social Review in Emerging Economies, CSRC Publishing, Center for Sustainability Research and Consultancy Pakistan, vol. 7(1), pages 51-62, January.
    11. Jing Liu & Thomas Hertel & Noah Diffenbaugh & Michael Delgado & Moetasim Ashfaq, 2015. "Future property damage from flooding: sensitivities to economy and climate change," Climatic Change, Springer, vol. 132(4), pages 741-749, October.
    12. Tehmina Fiaz Qazi & Abdul Basit & Waheed Asghar & Abdul Aziz Khan Niazi, 2020. "Composite Appraisal of Women Development in Selected Thirty-six Countries with Special Focus on Pakistan: Applying Grey Incidence Analysis Model," Journal of Business and Social Review in Emerging Economies, CSRC Publishing, Center for Sustainability Research and Consultancy Pakistan, vol. 6(4), pages 1227-1236, December.
    13. Tehmina Fiaz Qazi & Abdul Aziz Khan Niazi & Aqsa Mahmood & Abdul Basit & Ifra Aziz Khan Niazi, 2023. "An Analysis of the Determinants of Trust in Virtual Buying: An Interpretive Structural Modeling Approach," Journal of Policy Research (JPR), Research Foundation for Humanity (RFH), vol. 9(2), pages 87-102.
    14. Abdul Aziz Khan Niazi & Tehmina Fiaz Qazi & Asna Sarwar & Ifra Aziz Khan Niazi & Abdul Basit, 2023. "A Structural Model of Hindrances to Switch from Traditional to Virtual Real Estate Marketing in Pakistan," Journal of Policy Research (JPR), Research Foundation for Humanity (RFH), vol. 9(2), pages 1-16.
    15. Muhammad Khalid Rashid & Abdul Basit & Tehmina Fiaz Qazi & Abdul Aziz Khan Niazi, 2021. "Comprehensive Analysis of Tariff Barriers Worldwide: A Composite Assessment Approach," Journal of Accounting and Finance in Emerging Economies, CSRC Publishing, Center for Sustainability Research and Consultancy Pakistan, vol. 7(1), pages 205-215, January.
    16. repec:eme:ijlma0:ijlma-10-2017-0244 is not listed on IDEAS
    17. Tehmina Fiaz Qazi & Abdul Basit & Abdul Aziz Khan Niazi & Madiha Saleem, 2023. "What Stops to Switch on to Solar Energy? An Empirical Evidence from Pakistan," Bulletin of Business and Economics (BBE), Research Foundation for Humanity (RFH), vol. 12(4), pages 288-298.
    18. Badri Bhakta Shrestha & Edangodage Duminda Pradeep Perera & Shun Kudo & Mamoru Miyamoto & Yusuke Yamazaki & Daisuke Kuribayashi & Hisaya Sawano & Takahiro Sayama & Jun Magome & Akira Hasegawa & Tomoki, 2019. "Assessing flood disaster impacts in agriculture under climate change in the river basins of Southeast Asia," 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. 97(1), pages 157-192, May.
    19. Abdul Aziz Khan Niazi & Tehmina Fiaz Qazi & Abdul Basit & Muhammad Zeeshan Shaukat, 2021. "Evaluation of Climate of Selected Sixty-six Countries using Grey Relational Analysis: Focus on Pakistan," Journal of Business and Social Review in Emerging Economies, CSRC Publishing, Center for Sustainability Research and Consultancy Pakistan, vol. 7(1), pages 95-106, March.
    20. Abdul Aziz Khan Niazi & Tehmina Fiaz Qazi & Abdul Basit, 2019. "An Interpretive Structural Model of Barriers in Implementing Corporate Governance (CG) in Pakistan," Global Regional Review, Humanity Only, vol. 4(1), pages 359-375, March.
    21. Lopamudra Banerjee, 2010. "Effects of Flood on Agricultural Productivity in Bangladesh," Oxford Development Studies, Taylor & Francis Journals, vol. 38(3), pages 339-356.
    22. Abdul Basit & Tehmina Fiaz Qazi & Abdul Aziz Khan Niazi, 2020. "Expounding Dynamics of Tacit Knowledge Critical to Credit Decision Making: Juxtaposed Findings of GRA and RIDIT," Journal of Accounting and Finance in Emerging Economies, CSRC Publishing, Center for Sustainability Research and Consultancy Pakistan, vol. 6(1), pages 87-106, March.
    23. Abdul Aziz Khan Niazi & Tehmina Fiaz Qazi & Abdul Basit, 2019. "Expounding the Structure of Slyer Ways of Tunneling in Pakistan," Global Regional Review, Humanity Only, vol. 4(2), pages 329-343, June.
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