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Using Logistic Regression to Predict Access to Essential Services: Electricity and Internet in Nouakchott, Mauritania

Author

Listed:
  • Seyid Abdellahi Ebnou Abdem

    (Center of Urban Systems (CUS), University Mohammed VI Polytechnic (UM6P), Benguerir 43150, Morocco)

  • Jérôme Chenal

    (Center of Urban Systems (CUS), University Mohammed VI Polytechnic (UM6P), Benguerir 43150, Morocco
    Urban and Regional Planning Community (CEAT), Ecole Polytechnique Fédérale de Lausanne (EPFL), 1015 Lausanne, Switzerland)

  • El Bachir Diop

    (Center of Urban Systems (CUS), University Mohammed VI Polytechnic (UM6P), Benguerir 43150, Morocco)

  • Rida Azmi

    (Center of Urban Systems (CUS), University Mohammed VI Polytechnic (UM6P), Benguerir 43150, Morocco)

  • Meriem Adraoui

    (Center of Urban Systems (CUS), University Mohammed VI Polytechnic (UM6P), Benguerir 43150, Morocco)

  • Cédric Stéphane Tekouabou Koumetio

    (Center of Urban Systems (CUS), University Mohammed VI Polytechnic (UM6P), Benguerir 43150, Morocco)

Abstract

This study employs a logistic regression model to offer an in-depth understanding of disparities in the access to essential urban services, specifically focusing on electricity and Internet services, in Nouakchott, Mauritania. Through a comprehensive analysis of demographic, geographic, and socioeconomic data, we identify key determinants of access to these utilities. Our findings reveal that the geographic location within the city, particularly in the western regions, and home ownership, significantly bolster the likelihood of having electricity. Conversely, women are found to be disadvantaged in this regard. For Internet access, income level and education, particularly at the Bachelor’s level, emerged as significant predictors. This research not only sheds light on the intricate landscape of service provision in Nouakchott but also offers actionable insights for equitable development. These results empower both policymakers and citizens, marking a step toward transforming Nouakchott into a smarter, more inclusive urban environment.

Suggested Citation

  • Seyid Abdellahi Ebnou Abdem & Jérôme Chenal & El Bachir Diop & Rida Azmi & Meriem Adraoui & Cédric Stéphane Tekouabou Koumetio, 2023. "Using Logistic Regression to Predict Access to Essential Services: Electricity and Internet in Nouakchott, Mauritania," Sustainability, MDPI, vol. 15(23), pages 1-28, November.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:23:p:16197-:d:1285329
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    1. Osman Doğan Bulut & Süleyman Karaman & Zeynep Çelik Kaysim & Ayşe Karadağ Gürsoy, 2023. "Factors Affecting Landowners’ Willingness to Sustain Hiring Foreign Farmworkers: The Case of Banana Producers in Mersin Province, Turkey," Sustainability, MDPI, vol. 15(17), pages 1-16, August.
    2. Granguillhome Ochoa, Rogelio & Lach, Samantha & Masaki, Takaaki & Rodríguez-Castelán, Carlos, 2022. "Mobile internet adoption in West Africa," Technology in Society, Elsevier, vol. 68(C).
    3. Oluwarotimi Ayokunnu Owolabi & Asa-Ruth Oboku Oku & Abidemi Alejo & Toun Ogunbiyi & Jeremiah Ifeanyi Ubah, 2021. "Access to Electricity, Information and Communications Technology (ICT), and Financial Development: Evidence From West Africa," International Journal of Energy Economics and Policy, Econjournals, vol. 11(2), pages 247-259.
    4. Chiara Caselle & Sabrina Maria Rita Bonetto & Domenico Antonio De Luca & Manuela Lasagna & Luigi Perotti & Arianna Bucci & Stefano Bechis, 2020. "An Interdisciplinary Approach to the Sustainable Management of Territorial Resources in Hodh el Chargui, Mauritania," Sustainability, MDPI, vol. 12(12), pages 1-22, June.
    5. Saeid Pourroostaei Ardakani & Xiangning Liang & Kal Tenna Mengistu & Richard Sugianto So & Xuhui Wei & Baojie He & Ali Cheshmehzangi, 2023. "Road Car Accident Prediction Using a Machine-Learning-Enabled Data Analysis," Sustainability, MDPI, vol. 15(7), pages 1-15, March.
    6. J. Ramon Gil-Garcia & Tzuhao Chen & Mila Gasco-Hernandez, 2023. "Smart City Results and Sustainability: Current Progress and Emergent Opportunities for Future Research," Sustainability, MDPI, vol. 15(10), pages 1-17, May.
    7. Kumar Biswajit Debnath & Monjur Mourshed, 2018. "Author Correction: Challenges and gaps for energy planning models in the developing-world context," Nature Energy, Nature, vol. 3(6), pages 528-528, June.
    8. Kumar Biswajit Debnath & Monjur Mourshed, 2018. "Challenges and gaps for energy planning models in the developing-world context," Nature Energy, Nature, vol. 3(3), pages 172-184, March.
    9. Mora-Rivera, Jorge & García-Mora, Fernando, 2021. "Internet access and poverty reduction: Evidence from rural and urban Mexico," Telecommunications Policy, Elsevier, vol. 45(2).
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