Mapping Pollution Vulnerability and Hotspots Associated with Tannery Risks in Mojo, Ethiopia

Document Type : Original Research Paper

Authors

1 Department of Disaster Risk Management and Development, Addis Ababa University, Addis Ababa, Ethiopia

2 Center for Food Security Studies, Addis Ababa University, P. O. Box 1176, Addis Ababa, Ethiopia

3 Center for Population and Gender Studies, School of Development Studies, Addis Ababa University, P.O. Box 1176, Addis Ababa, Ethiopia

10.22059/poll.2026.409043.3288

Abstract

Industrial tanning processes generate substantial hazardous waste, posing ongoing socio-economic and health risks to nearby communities. However, systematic methods for evaluating vulnerability to tannery-related pollution are lacking, particularly in low- and middle-income countries. This study introduced the Tannery Pollution Vulnerability Index (TPVI) tailored to the tannery industry in Mojo, Ethiopia. Data were collected from 368 households purposively sampled from five villages found in Mojo Industry Town. Key informant interviews and focus group discussions were employed to triangulate the study findings. Classifying village vulnerability using pollution indicators across social, economic, and health domains is a new approach. The TPVI was developed to compare, classify, and rank villages in terms of their vulnerability levels. The TPVI for each village was computed using an unequal weighting method for indicators. The Inverse Distance Weighting interpolation, numerical, and hotspot analysis further identify that the Mojo city villages. Accordingly, two villages, Kersa and Tafi Abo, were persistent hotspots for social and health risks, while Shara Dibandiba and Kuruma Fatole were economic-vulnerability hotspot villages. Meanwhile, Momo Shuki village consistently emerges as a resilient neutral spot. The study’s results confirm that tannery pollution significantly contributes to household vulnerabilities in Mojo Town. Hence, a Federal Environmental Protection Authority should consistently monitor the quality of the soil, water, and air. Strict enforcement of the plantation of fourth-level waste treatment facilities can significantly reduce economic and health risks. Policymakers should enforce industrial zoning regulations, improve environmental monitoring, and implement targeted health and livelihood interventions in identified vulnerability hotspots. 

Keywords

Main Subjects


Aleahmad, M., Karbassi, A., Davami, A. H., & Jalilzadeh Yengejeh, R. (2026). Air Pollution Modeling for the Optimal Location of Air Quality Monitoring Stations in the Petrochemical Special Economic Zone in MAHSHAHR (Iran). Environmental Modeling & Assessment, 31(1), 261–272. https://doi.org/10.1007/s10666-025-10063-9.
Awogbami, S. O., Ogunyemi, O., Adebayo, P. A., & Raimi, M. O. (2024). Protecting the Health of Black Communities: Assessing the Impact of Environmental Hazards from Gold Mining Activities on Health Outcomes among Residents of Osun State, Nigeria. (Preprint). JMIR Preprints. https://doi.org/10.2196/preprints.66508.
Baghbadarani, A. A., Ashrafi, K., & Karbassi, A. (2025). Sustainable Steel Production: A Comprehensive LCA Approach for Reducing Environmental Costs and Impacts. Materials Circular Economy, 7(1), 11. https://doi.org/10.1007/s42824-025-00164-x.
Balica, S. F., Wright, N. G., & Van Der Meulen, F. (2012). A flood vulnerability index for coastal cities and its use in assessing climate change impacts. Natural Hazards, 64(1), 73–105. https://doi.org/10.1007/s11069-012-0234-1.
Biswas, B. (2013). Political economic study on tannery industry development and subsequent effect on river pollution in Bangladesh [PhD Thesis, Tokyo University of Marine Science Technology]. https://oacis.repo.nii.ac.jp/record/982/files/kad309.pdf.
Brautigam, D., Weis, T., & Tang, X. (2018). Latent advantage, complex challenges: Industrial policy and Chinese linkages in Ethiopia’s leather sector. China Economic Review, 48, 158–169. https://doi.org/10.1016/j.chieco.2016.06.006.
Brehm, H. N., & Pellow, D. N. (2022). Environmental justice: Pollution, poverty and marginalized communities. In Routledge Handbook of Global Environmental Politics (pp. 348–361). Routledge. https://api.taylorfrancis.com/content/chapters/edit/download?identifierName=doi&identifierValue=10.4324/9781003008873-30&type=chapterpdf.
Cerf, M. E. (2023). The social-education-economy-health nexus, development and sustainability: Perspectives from low- and middle-income and African countries. Discover Sustainability, 4(1), 37. https://doi.org/10.1007/s43621-023-00153-7
Chokera, F., & Mutambara, E. (2023). Exploring value-addition initiatives among small-to-medium enterprises in the leather sector in emerging economies. Acta Commercii, 23(1), 1000. https://doi.org/10.4102/ac.v23i1.1000.
Cvetković, V. M., & Šišović, V. (2024). Understanding the sustainable development of community (social) disaster resilience in Serbia: Demographic and socio-economic impacts. Sustainability, 16(7), 2620..
Dalju, I., Dessie, A., Bogale, L., & Mekonnen, T. H. (2019). Occupational risk factors associated with respiratory symptoms among tannery workers in Mojo town, Southeast Ethiopia, 2018: A comparative cross-sectional study. Multidisciplinary Respiratory Medicine, 14(1), 27. https://doi.org/10.1186/s40248-019-0188-1.
Di Fonzo, D., Fabri, A., & Pasetto, R. (2022). Distributive justice in environmental health hazards from industrial contamination: A systematic review of national and near-national assessments of social inequalities. Social Science & Medicine, 297, 114834. https://doi.org/10.1016/j.socscimed.2022.114834.
Fadden, I., Santana, M., Vázquez-Cano, E., & López-Meneses, E. (2021). A science mapping analysis of “marginality, stigmatization and social cohesion” in WoS (1963–2019). Quality & Quantity, 55(1), 275. https://doi.org/10.1007/s11135-020-01004-7.
Grumiller, J., & Raza, W. G. (2019). The Ethiopian leather and leather products sector: An assessment of export potentials to Europe and Austria. Research Report. https://www.econstor.eu/handle/10419/268176.
Gunaratne, M., Badaruddin, R. F., Sihivaitthasan, A. S., & Kamsi, N. S. (2023). The importance of multidimensional vulnerability analysis in sustainable development. Journal of Sustainability Science and Management, 18(9), 38–57. https://doi.org/10.46754/jssm.2023.09.004.
Hendricks, M. D., & Van Zandt, S. (2021). Unequal Protection Revisited: Planning for Environmental Justice, Hazard Vulnerability, and Critical Infrastructure in Communities of Color. Environmental Justice, 14(2), 87–97. https://doi.org/10.1089/env.2020.0054.
Jaman, F., Sultana, F., Sharmin, I., Koley, N. J., & Paul, A. (2024). Occupational Health Risks in Savar’s BSCIC Zone: The Dark Side of Tannery Industry. Chittagong University Journal of Biological Sciences, 115–129. (Bangladesh). https://doi.org/10.3329/cujbs.v12i1.78249
Jha, A. (2012). Industrial relations, democracy, and human rights. Dominant Publishers & Distributors.
Karunanidhi, D., Aravinthasamy, P., Subramani, T., Kumar, D., & Venkatesan, G. (2021). Chromium contamination in groundwater and Sobol sensitivity model-based human health risk evaluation from leather tanning industrial region of South India. Environmental Research, 199, 111238.
Khanam, Z., Sultana, F. M., & Mushtaq, F. (2023). Environmental Pollution Control Measures and Strategies: An Overview of Recent Developments. In F. Mushtaq, M. Farooq, A. B. Mukherjee, & M. Ghosh Nee Lala (Eds.), Geospatial Analytics for Environmental Pollution Modeling (pp. 385–414). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-45300-7_15.
Khatun, J., Mukherjee, A., & Dhak, D. (2024). Emerging Contaminants of Tannery Sludge and Their Environmental Impact and Health Hazards. In V. Kumar, S. A. Bhat, S. Kumar, & P. Verma (Eds.), Environmental Engineering and Waste Management: Recent Trends and Perspectives (pp. 3–28). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-58441-1_1.
Kibret, F. D., & Tulu, F. D. (2014). Socio-economic impacts of Bahir Dar Tannery: Bahir Dar, Ethiopia. Natural Resources and Conservation, 2(4), 51–58. https://doi.org/10.13189/%2520nrc.2014.020401.
Li, H., Zheng, J., Zheng, W., Zu, H., Chen, H., Yang, J., Qu, W., Leng, L., Feng, Y., & Yang, Z. (2023). In situ acid etching boosts mercury accommodation capacities of transition metal sulfides. Nature Communications, 14(1), 1395.
Massa, I. (2015). Technological change in developing countries: Trade-offs between economic, social, and environmental sustainability. Background Paper Prepared for The. https://unu-merit.nl/publications/wppdf/2015/wp2015-051.pdf.
Mohai, P., Pellow, D., & Roberts, J. T. (2009). Environmental Justice. Annual Review of Environment and Resources, 34(1), 405–430. https://doi.org/10.1146/annurev-environ-082508-094348.
Omoloso, O., Mortimer, K., Wise, W. R., & Jraisat, L. (2021). Sustainability research in the leather industry: A critical review of progress and opportunities for future research. Journal of Cleaner Production, 285, 125441.
Oruko, R. O., Selvarajan, R., Ogola, H. J. O., Edokpayi, J. N., & Odiyo, J. O. (2020). Contemporary and future direction of chromium tanning and management in sub-Saharan Africa tanneries. Process Safety and Environmental Protection, 133, 369–386. https://doi.org/10.1016/j.psep.2019.11.013.
Pandey, R., & Jha, S. (2012). Climate vulnerability index - measure of climate change vulnerability to communities: A case of rural Lower Himalaya, India. Mitigation and Adaptation Strategies for Global Change, 17(5), 487–506. https://doi.org/10.1007/s11027-011-9338-2.
Pathak, A., Asediya, V., Anjaria, P., & Singh, S. P. (2023). Health Risk Linked to Cr Toxicity in Food and Environment. Chromium in Plants and Environment, 217–252..
Paul, B., Shaji, R., Patnaik, U., Pulikkamath, A., Ahmed, I., & Ghosh, S. (2023). Transition to sustainable development in the tanning industry: Evidence from the leather value chain in Tamil Nadu, India. Sustainable Development, 31(4), 2938–2949. https://doi.org/10.1002/sd.2560.
Saifudin, I. M. Moh. Y. (2023). Disaster Health Literacy, Risk Perception, and Preparedness towards Resilience in a Volcano-Prone Community: A Cross-sectional Study in Yogyakarta, Indonesia. Journal of Community Empowerment for Health, 6(3), 154. https://doi.org/10.22146/jcoemph.86343.
Sazakli, E. (2024). Human Health Effects of Oral Exposure to Chromium: A Systematic Review of the Epidemiological Evidence. International Journal of Environmental Research and Public Health, 21(4), 406. https://doi.org/10.3390/ijerph21040406.
Spano, G., Giannico, V., Elia, M., Bosco, A., Lafortezza, R., & Sanesi, G. (2020). Human health–environment interaction science: An emerging research paradigm. Science of the Total Environment, 704, 135358.
UNIDO. (2021). Occupational Safety and Health Aspects of Leather Manufacturing. 2nd edition. United Nations Industrial Development Organization.
Vaghef, K. F., Monavari, S., Abedi, Z., Mohammadi, A., & Karbassi, A. (2025). Investigation of Improving Measures in the Iranian Plastic Waste Management System to Determine Gaps and Formulate Future Strategies. Pollution (2383451X), 11(4), 1070. https://doi.org/10.22059/poll.2025.387301.2705.
Wong, K., Chan, A. H. S., & Ngan, S. C. (2019). The Effect of Long Working Hours and Overtime on Occupational Health: A Meta-Analysis of Evidence from 1998 to 2018. International Journal of Environmental Research and Public Health, 16(12), 2102. https://doi.org/10.3390/ijerph16122102.
Woodruff, T. J., Rayasam, S. D. G., Axelrad, D. A., Koman, P. D., Chartres, N., Bennett, D. H., Birnbaum, L. S., Brown, P., Carignan, C. C., Cooper, C., Cranor, C. F., Diamond, M. L., Franjevic, S., Gartner, E. C., Hattis, D., Hauser, R., Heiger-Bernays, W., Joglekar, R., Lam, J., … Zeise, L. (2023). A science-based agenda for health-protective chemical assessments and decisions: Overview and consensus statement. Environmental Health, 21(S1), 132. https://doi.org/10.1186/s12940-022-00930-3.
Zarei, S., Karbassi, A., Sadrinasab, M., & Sarang, A. (2023). Development and application of novel risk indices for assessing heavy metal pollution in aquatic sediments. Marine Pollution Bulletin, 195, 115554. https://doi.org/10.1016/j.marpolbul.2023.115554.