IDEAS home Printed from https://ideas.repec.org/a/bcp/journl/v9y2025issue-2p4307-4318.html
   My bibliography  Save this article

Statistical Modeling of Factors Affecting the Length of Time for Water Collection among Rural Women in Northern Uganda

Author

Listed:
  • Nelson Kisubi

    (Department of Mathematics and Statistics, School of Mathematics and Computing, Kampala International University, Uganda)

  • Babalola Bayowa Teniola

    (Department of Mathematics and Statistics, School of Mathematics and Computing, Kampala International University, Uganda)

  • Nakafeero Doreen

    (Department of Mathematics and Statistics, School of Mathematics and Computing, Kampala International University, Uganda)

Abstract

The study aimed to model the factors affecting the length of time for water collection among rural women in Northern Uganda. The specific objectives included determining the socio-demographic, economic, and community-level factors associated with water collection time, developing a binary logistic model to estimate these factors, and assessing the model’s goodness of fit. The research utilized secondary data from the 2016 Uganda Demographic and Health Survey (UDHS), administered by the Uganda Bureau of Statistics (UBOS). It focused on analyzing data from 3,483 rural women aged 15 to 49 years who participated in the survey. The analysis was conducted at three levels: univariate, bivariate, and multivariate. The study found that a woman’s age, sub-region, and household size were significant socio-demographic factors. The wealth quintile was the only economic factor associated with water collection time, while none of the community-level factors studied showed an impact. In conclusion, the risks of prolonged water collection time (exceeding 30 minutes) increased among older women compared to younger ones, among women from the Karamoja sub-region compared to those from the Lango, Acholi, and West Nile sub-regions, among households with larger family sizes, and among women from the poorest backgrounds. Therefore, targeted interventions should be implemented to assist older women, particularly those in the Karamoja sub-region and larger households, in reducing the time spent on water collection.

Suggested Citation

  • Nelson Kisubi & Babalola Bayowa Teniola & Nakafeero Doreen, 2025. "Statistical Modeling of Factors Affecting the Length of Time for Water Collection among Rural Women in Northern Uganda," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 9(2), pages 4307-4318, February.
    • Handle: RePEc:bcp:journl:v:9:y:2025:issue-2:p:4307-4318
    as

    Download full text from publisher

    File URL: https://www.rsisinternational.org/journals/ijriss/Digital-Library/volume-9-issue-2/4307-4318.pdf
    Download Restriction: no
    File URL: https://rsisinternational.org/journals/ijriss/articles/statistical-modeling-of-factors-affecting-the-length-of-time-for-water-collection-among-rural-women-in-northern-uganda/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Sedai, Ashish Kumar, 2021. "Who Benefits from Piped Water in the House? Empirical Evidence from a Gendered Analysis in India," ADBI Working Papers 1273, Asian Development Bank Institute.
    2. Gaëlle Ferrant & Annelise Thim, 2019. "Measuring women’s economic empowerment: Time use data and gender inequality," OECD Development Policy Papers 16, OECD Publishing.
    3. Christopher Boone & Peter Glick & David Sahn, 2011. "Household Water Supply Choice and Time Allocated to Water Collection: Evidence from Madagascar," Journal of Development Studies, Taylor & Francis Journals, vol. 47(12), pages 1826-1850.
    Full references (including those not matched with items on IDEAS)

    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. Espinoza-Delgado, José & López-Laborda, Julio, 2017. "Nicaragua: evolución de la pobreza multidimensional, 2001-2009," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), April.
    2. Cook, Joseph & Kabubo-Mariara, Jane & Kimuyu, Peter, 2021. "The Short-Run Impacts of Reducing Water Collection Times on Time Use, Well-Being and Education in Rural Kenya," EfD Discussion Paper 21-9, Environment for Development, University of Gothenburg.
    3. Edith Johana Medina-Hernández & María José Fernández-Gómez & Inmaculada Barrera-Mellado, 2021. "Analysis of Time Use Surveys Using CO-STATIS: A Multiway Data Analysis of Gender Inequalities in Time Use in Colombia," Sustainability, MDPI, vol. 13(23), pages 1-20, November.
    4. Krishnapriya, P.P. & Chandrasekaran, Maya & Jeuland, Marc & Pattanayak, Subhrendu K., 2021. "Do improved cookstoves save time and improve gender outcomes? Evidence from six developing countries," Energy Economics, Elsevier, vol. 102(C).
    5. Tjasa Bartolj & Nika Murovec & Saso Polanec, 2022. "Reported time allocation and emotional exhaustion during COVID-19 pandemic lockdown in Slovenia," The Economic and Labour Relations Review, , vol. 33(1), pages 117-137, March.
    6. Sedai, Ashish Kumar & Vasudevan, Ramaa & Pena, Anita Alves & Miller, Ray, 2021. "Does reliable electrification reduce gender differences? Evidence from India," Journal of Economic Behavior & Organization, Elsevier, vol. 185(C), pages 580-601.
    7. Aashima Sinha & Ashish Kumar Sedai, 2024. "Why Care for the Care Economy: Empirical Evidence from Nepal," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 50(3), pages 337-373, June.
    8. Brown, Caitlin & Ravallion, Martin & van de Walle, Dominique, 2023. "Child health and the housing environment," World Development, Elsevier, vol. 168(C).
    9. Choi, Sukwon & Sohngen, Brent & Ohrel, Sara & Cole, Jefferson, 2014. "The Impact of Cropland Productivity on Crop Prices, Deforestation, and Carbon Sequestration Costs," Conference papers 332507, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    10. Espinoza-Delgado, José & López-Laborda, Julio, 2016. "Las tres Is de la pobreza multidimensional en Nicaragua y el diferencial de género en los primeros quince años del siglo XXI, a partir de un enfoque centrado en la persona [The three I’s of multidi," MPRA Paper 74997, University Library of Munich, Germany.
    11. Small, Sarah F. & van der Meulen Rodgers, Yana, 2023. "The gendered effects of investing in physical and social infrastructure," World Development, Elsevier, vol. 171(C).
    12. Frank Charles Dhin Etia & Gregory Mvogo & Bidiasse Honoré, 2022. "Les déterminants d'accès à l'eau potable au Cameroun," African Development Review, African Development Bank, vol. 34(1), pages 154-170, March.
    13. Erica W. Ho & Sophia Strohmeier-Breuning & Madeleine Rossanese & Dana Charron & David Pennise & Jay P. Graham, 2021. "Diverse Health, Gender and Economic Impacts from Domestic Transport of Water and Solid Fuel: A Systematic Review," IJERPH, MDPI, vol. 18(19), pages 1-25, October.
    14. Vanaja, Shiuli, 2021. "Are People Making Correct Choices? Drivers of Water Source Choices in Rural Jharkhand, India," 2021 Conference, August 17-31, 2021, Virtual 315156, International Association of Agricultural Economists.
    15. Cook, Joseph & Wagner, Jake & Newell, Gunnar, 2020. "A Decision Support Tool for Rural Water Supply Planning," EfD Discussion Paper 20-6, Environment for Development, University of Gothenburg.
    16. Joyce P. Jacobsen, 2013. "Changing Technologies of Household Production: Causes and Effects," Wesleyan Economics Working Papers 2013-004, Wesleyan University, Department of Economics.
    17. Somdeep Chatterjee & Shiv Hastawala & Jai Kamal, 2023. "(En‐)‘lightening’ children: Assessing the impacts of access to electricity on learning achievement levels," Review of Development Economics, Wiley Blackwell, vol. 27(4), pages 2489-2517, November.
    18. Craig Leisher & Leah H. Samberg & Pieter Van Buekering & M. Sanjayan, 2013. "Focal Areas for Measuring the Human Well-Being Impacts of a Conservation Initiative," Sustainability, MDPI, vol. 5(3), pages 1-14, March.
    19. Muuz Hadush, 2018. "Welfare and food security response of animal feed and water resource scarcity in Northern Ethiopia," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 6(1), pages 1-24, December.
    20. Joyce P. Jacobsen, 2011. "The Role of Technological Change in Increasing Gender Equity with a Focus on Information and Communications Technologyy," Wesleyan Economics Working Papers 2011-007, Wesleyan University, Department of Economics.

    More about this item

    Statistics

    Access and download statistics

    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:bcp:journl:v:9:y:2025:issue-2:p:4307-4318. 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: Dr. Pawan Verma (email available below). General contact details of provider: https://rsisinternational.org/journals/ijriss/ .

    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.