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Integration of User Generated Geo-contents and Official Data to Assess Quality of Life in Intra-national Level

Author

Listed:
  • Ghasem Javadi

    (K. N. Toosi University of Technology)

  • Mohammad Taleai

    (K. N. Toosi University of Technology)

Abstract

Gaining knowledge about the condition of quality of life (QoL) in different geographical regions has always been one of the concerns of the decision-makers. Dynamic and multi-dimensional characteristics of QoL ask for new data sources to update the relevant indicators and novel methods for QoL assessment. This research presents a comprehensive framework for assessing QoL in intra-national level. To address current challenges, the focus has been on integrating subjective and objective criteria, using the geotagged Tweets as user-generated geo-contents (UGGCs) to extract some subjective criteria, and utilizing a multi-criteria decision-making framework based on the cumulative belief degree (CBD) method to integrate and provide the final output. The proposed framework is implemented to assess the QoL in the provinces of Iran as the case study. Based on the obtained results, Tehran has a better QoL status, while Sistan-and-Balouchestan and Kermanshah have rather unsuitable conditions compared to other provinces. Results show the potential of the UGGCs to cover the dynamic characteristics of QoL and to complement the official data. Also, the functional capabilities of the CBD method in integrating heterogeneous criteria, handling uncertainty, and suitably providing the final results of QoL assessment in different scenarios allow authorities to get a more comprehensive, realistic view on QoL issues. The proposed method of this research is a step toward an integrated assessment of QoL using the data shared by people in the location-based social networks which could be regarded as a novel and useful tool for administrators in the field of QoL.

Suggested Citation

  • Ghasem Javadi & Mohammad Taleai, 2020. "Integration of User Generated Geo-contents and Official Data to Assess Quality of Life in Intra-national Level," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 152(1), pages 205-235, November.
    • Handle: RePEc:spr:soinre:v:152:y:2020:i:1:d:10.1007_s11205-020-02437-1
    DOI: 10.1007/s11205-020-02437-1
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    1. Changli Zhang & Daniel Zeng & Jiexun Li & Fei‐Yue Wang & Wanli Zuo, 2009. "Sentiment analysis of Chinese documents: From sentence to document level," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 60(12), pages 2474-2487, December.
    2. M. Joseph Sirgy & Alex C. Michalos & Abbott L. Ferriss & Richard A. Easterlin & Donald Patrick & William Pavot, 2006. "The Quality-of-Life (QOL) Research Movement: Past, Present, and Future," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 76(3), pages 343-466, May.
    3. M. Sirgy & Alex Michalos & Abbott Ferriss & Richard Easterlin & Donald Patrick & William Pavot, 2006. "The Qualityity-of-Life (QOL) Research Movement: Past, Present, and Future," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 76(3), pages 343-466, May.
    4. J. Haavard Maridal, 2017. "A Worldwide Measure of Societal Quality of Life," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 134(1), pages 1-38, October.
    5. Mike Thelwall & Kevan Buckley & Georgios Paltoglou, 2012. "Sentiment strength detection for the social web," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 63(1), pages 163-173, January.
    6. Chris Allen & Ming-Hsiang Tsou & Anoshe Aslam & Anna Nagel & Jean-Mark Gawron, 2016. "Applying GIS and Machine Learning Methods to Twitter Data for Multiscale Surveillance of Influenza," PLOS ONE, Public Library of Science, vol. 11(7), pages 1-10, July.
    7. Moro, Mirko & Brereton, Finbarr & Ferreira, Susana & Clinch, J. Peter, 2008. "Ranking quality of life using subjective well-being data," Ecological Economics, Elsevier, vol. 65(3), pages 448-460, April.
    8. Bernard M. S. van Praag & Barbara E. Baarsma, 2005. "Using Happiness Surveys to Value Intangibles: The Case of Airport Noise," Economic Journal, Royal Economic Society, vol. 115(500), pages 224-246, January.
    9. Erik Carlquist & Pål Ulleberg & Antonella Delle Fave & Hilde E. Nafstad & Rolv M. Blakar, 2017. "Everyday Understandings of Happiness, Good Life, and Satisfaction: Three Different Facets of Well-being," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 12(2), pages 481-505, June.
    10. Ferrer-i-Carbonell, Ada & Gowdy, John M., 2007. "Environmental degradation and happiness," Ecological Economics, Elsevier, vol. 60(3), pages 509-516, January.
    11. Welsch, Heinz, 2006. "Environment and happiness: Valuation of air pollution using life satisfaction data," Ecological Economics, Elsevier, vol. 58(4), pages 801-813, July.
    12. Luigi Curini & Stefano Iacus & Luciano Canova, 2015. "Measuring Idiosyncratic Happiness Through the Analysis of Twitter: An Application to the Italian Case," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 121(2), pages 525-542, April.
    13. Ilyes Bougouffa & Ariva Sugandi Permana, 2018. "A Study on the Linkages between Residential Satisfaction and the Overall Quality of Life in Bandar Tun Razak Area of Kuala Lumpur City, Malaysia," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 13(4), pages 991-1013, December.
    14. Yang, Jian-Bo, 2001. "Rule and utility based evidential reasoning approach for multiattribute decision analysis under uncertainties," European Journal of Operational Research, Elsevier, vol. 131(1), pages 31-61, May.
    15. Linda Laura Sabbadini & Filomena Maggino, 2018. "Quality of Life in Italian Official Surveys," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 135(3), pages 1043-1055, February.
    16. Paulo Morais & Vera Miguéis & Ana Camanho, 2013. "Quality of Life Experienced by Human Capital: An Assessment of European Cities," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 110(1), pages 187-206, January.
    17. Özgür Kabak & Da Ruan, 2011. "A comparison study of fuzzy MADM methods in nuclear safeguards evaluation," Journal of Global Optimization, Springer, vol. 51(2), pages 209-226, October.
    18. Elsa Tesfazghi & J. Martinez & J. Verplanke, 2010. "Variability of Quality of Life at Small Scales: Addis Ababa, Kirkos Sub-City," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 98(1), pages 73-88, August.
    19. Bernd Resch & Anja Summa & Peter Zeile & Michael Strube, 2016. "Citizen-Centric Urban Planning through Extracting Emotion Information from Twitter in an Interdisciplinary Space-Time-Linguistics Algorithm," Urban Planning, Cogitatio Press, vol. 1(2), pages 114-127.
    20. Stephanié Rossouw & Gail Pacheco, 2012. "Measuring Non-Economic Quality of Life on a Sub-National Level: A Case Study of New Zealand," Journal of Happiness Studies, Springer, vol. 13(3), pages 439-454, June.
    21. Javier Martinez, 2019. "Mapping Dynamic Indicators of Quality of Life: a Case in Rosario, Argentina," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 14(3), pages 777-798, July.
    22. Mike Thelwall & Kevan Buckley & Georgios Paltoglou, 2012. "Sentiment strength detection for the social web," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 63(1), pages 163-173, January.
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