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Simulation Model for Determining Quality of Life in Ukrainian Cities During the War

Fast facts

  • Internal authorship

  • Further publishers

    • Khrystyna Lipianina-Honcharenko
    • Anatoliy Sachenko
    • Yevgeniy Bodyanskiy
  • Publishment

    • 2023
  • Anthology

    Simulation Model for Determining Quality of Life in Ukrainian Cities During the War (2023 IEEE European Technology and Engineering Management Summit (E-TEMS))

  • Organizational unit

  • Subjects

    • Computer science in general
  • Publication format

    Conference paper

Quote

Lipianina-Honcharenko, Khrystyna et al. 2023. Simulation Model for Determining Quality of Life in Ukrainian Cities During the War. 2023 IEEE European Technology and Engineering Management Summit (E-TEMS), 97-101.

Content

Based on system dynamics authors have developed the simulation model for determining the life quality in Ukrainian cities during the war period. The factor analysis and modeling based on linear regression per each factor was used for model building. For this purpose, the Numbeo data on the quality of life for 2022 across countries and cities were employed and the 24 parameters were selected. Modeling was carried out based on linear regression per each factor and the 5 models were calculated. In addition, a model was calculated to determine the Quality of Life Index parameter based on a simple linear regression. The simulation results showed that the Quality of Life Index has a direct relationship with Factor 1 (Cost of Living Index), and the Factor 5 (Level of Security) has a small impact.

Notes and references

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