Farm households in developing countries are often involved in a variety of livelihood income-generating activities to achieve basic needs and enhance food security. While some studies have examined this relationship, gaps still remain—such as conflicting findings, limited context-specific analyses, or a lack of focus on the study region.. This study explored the nexus between livelihood diversification and Agricultural Land Management (ALM) practices in the Southern Ethiopian Highlands. Data for this study were gathered through a structured questionnaire, interviews, and focus group discussions. A total of 423 sample respondents were selected by using multistage random sampling techniques. The data were analyzed using the Inverse Herfindahl Hirschman Diversity Index (IHHDI), the multinomial logit model (MNL), and the probit regression model. The findings of the study revealed that on-farm income activities are the most dominant livelihood income strategies (69.1%), followed by non-farm (21%) and off-farm (9.64%). The multinomial logit model analysis demonstrated that variables such as sex, education, family size, distance to market, land size, extension contact, membership in cooperatives, and household income were the major drivers of farmers income diversification activities (p<0.05). The results of the probit analysis indicated that income from crop production, daily labor work, rents from farmland, and farm assets have a positive and significant effect on households' decisions to implement ALM practices. In contrast, incomes from remittance and migrant sources have a negative but statistically significant impact on the adoption of ALM measures. The farm household sources of income-generating strategies substantially affected the adoption intensity of ALM measures. Income generated from the on-farm sector alone cannot be considered a core income-generating activity for households or a means of achieving food security. Therefore, land management policies and program implementations should consider farmers’ livelihood diversification and income-generating strategies. In addition, such interventions need to promote sustainable farming practices, enhance innovation, and related measures for the adoption of ALM measures to ensure land sustainability.

livelihood diversification; On-farm; off-farm; non-farm; agricultural land management practices

1. Abebe, Y., & Bekele, A. (2014). The Impact of Soil and Water Conservation Program on the Income and Productivity of Farm Households in Adama District, Ethiopia. Science, Technology and Arts Research Journal, 3(3), 198. https://doi.org/10.4314/star.v3i3.32
2. Teshager Abeje, M., Tsunekawa, A., Adgo, E., et al. (2019). Exploring Drivers of Livelihood Diversification and Its Effect on Adoption of Sustainable Land Management Practices in the Upper Blue Nile Basin, Ethiopia. Sustainability, 11(10), 2991. https://doi.org/10.3390/su11102991
3. Abera, A., & Wana, D. (2023). Effect of agricultural land management practices on the selected soil quality indictors: empirical evidences from the south Ethiopian highlands. Environmental Systems Research, 12(1). https://doi.org/10.1186/s40068-023-00282-y
4. Abera, A., Yirgu, T., & Uncha, A. (2021). Determinants of rural livelihood diversification strategies among Chewaka resettlers’ communities of southwestern Ethiopia. Agriculture & Food Security, 10(1). https://doi.org/10.1186/s40066-021-00305-w
5. Abonesh, T., Abebe, N., & Gebermedihin, A.(2021). Monitoring socioeconomic impacts of climate-smart agricultural practices at Doyogena and BasonaWorena climate-smart landscapes, Ethiopia
6. Adem, M., & Tesafa, F. (2020). Intensity of income diversification among small-holder farmers in Asayita Woreda, Afar Region, Ethiopia. Cogent Economics & Finance, 8(1), 1759394. https://doi.org/10.1080/23322039.2020.1759394
7. Teshager Abeje, M., Tsunekawa, A., Adgo, E., et al. (2019). Exploring Drivers of Livelihood Diversification and Its Effect on Adoption of Sustainable Land Management Practices in the Upper Blue Nile Basin, Ethiopia. Sustainability, 11(10), 2991. https://doi.org/10.3390/su11102991
8. Adimassu, Z., Kessler, A., & Hengsdijk, H. (2012). Exploring determinants of farmers’ investments in land management in the Central Rift Valley of Ethiopia. Applied Geography, 35(1–2), 191–198. https://doi.org/10.1016/j.apgeog.2012.07.004
9. Adimassu, Z., Langan, S., & Johnston, R. (2015). Understanding determinants of farmers’ investments in sustainable land management practices in Ethiopia: review and synthesis. Environment, Development and Sustainability, 18(4), 1005–1023. https://doi.org/10.1007/s10668-015-9683-5
10. Adugna, E. (2008). Livelihood strategies and food security in Wolayta, Southern Ethiopia: The case of Boloso Sore district. An MSc thesis Submitted to the School of Graduate Studies of Haramaya University.
11. Livelihood diversification in rural Andhra Pradesh, India*. (2004). Rural Livelihoods and Poverty Reduction Policies, 81–100. https://doi.org/10.4324/9780203006214-16
12. Anshiso, D., & Shiferaw, M (2016). Determinants of rural livelihood diversification: The case of rural households in Lemmo district, Hadiyya Zone of Southern Ethiopia. Journal of economics and Sustainable Development, 7(5), 32-39
13. Asmelash, M. (2022). Heterogeneous Effects of Migration and Remittances on Migrant- Sending Agricultural Communities: The Case of Southern Ethiopia. Journal of African Development Studies, 9(1), 28–40. https://doi.org/10.56302/jads.v9i1.8285
14. Awoyinka, Y. A., Akinwumi, J. A., Okoruwa, V. O., & Oni, O. A. (2009). Effects of livelihood strategies and sustainable land management practices on food crop production efficiency in South-West Nigeria. Agricultural Journal, 4(3), 135-143.
15. Ayantoye, K., Amao, J. O., & Fanifosi, G. E. (2017). Determinants of livelihood diversification among rural households in Kwara State, Nigeria/. International Journal of Advanced Agricultural Research, 5(2017), 82-88.
16. Bahadir, B., Chatterjee, S., & Lebesmuehlbacher, T. (2018). The macroeconomic consequences of remittances. Journal of International Economics, 111, 214–232. https://doi.org/10.1016/j.jinteco.2018.01.010
17. Bajpai, A., Muthukumar, M., Ahmad, I., Ravishankar, K. V., Parthasarthy, P. A., Sthapit, B. R., .& Rajan, S. (2016). Molecular and morphological diversity in locally grown non-commercial (heirloom) mango varieties of North India/. Journal of Environmental Biology
18. Barney, K. (2012). LAND, LIVELIHOODS, AND REMITTANCES. Critical Asian Studies, 44(1), 57–83. https://doi.org/10.1080/14672715.2012.644887
19. Barrett, C. B., Bezuneh, M., Clay, D. C., et al. (2001). Heterogeneous Constraints, Incentives and Income Diversification Strategies in Rural Africa. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.258371
20. Bekele, S., & Rajan, D. S. (2017). Rural household livelihood strategies choices: The case of Humbo Woreda, Wolaita Zone, Southern Nation Nationalities and Peoples Regional State Ethiopia. J Econ Sust Dev, 8(3), 69-85.
21. Beriso, G., Tadessea, A., & Motuma, G. (2022). Review factors affecting small holder Farmers livelihood diversification in Ethiopia. South Asian Journal of Agricultural Sciences, 2(2), 21-28.
22. Chan, Y. H. (2005). Biostatistics 305 Multinomial logistic regression Singapore medical journal, 46(6), 259
23. Davis, J., & Lopez-Carr, D. (2014). Migration, remittances and smallholder decision-making: Implications for land use and livelihood change in Central America. Land Use Policy, 36, 319–329. https://doi.org/10.1016/j.landusepol.2013.09.001
24. Dong, P., Wang, H., Fang, T., et al. (2019). Assessment of extracellular antibiotic resistance genes (eARGs) in typical environmental samples and the transforming ability of eARG. Environment International, 125, 90–96. https://doi.org/10.1016/j.envint.2019.01.050
25. Doyogena Woreda Rural and agricultural Development office (2021) Annual report, Doyogena, Ethiopia
26. EEA (Ethiopian Economic Association) (2021) State of the Ethiopian economy 2020/2021: Economic development, population dynamics, and welfare. Addis Ababa, Ethiopia.
27. Ellis, F., & Mdoe, N. (2003). Livelihoods and rural poverty reduction in Tanzania. World development, 31(8), 1367-1384 https://doi.org/10.1016/S0305-750X(03)00100-1
28. Eririogu, I. H., Mevayekuku, E. D., Echebiri, R. N., et al. (2019). Income Diversification and Sustainable Land Management Practices among Rural Cassava-based Farmers in Imo State. Journal of Agriculture and Ecology Research International, 1–14. https://doi.org/10.9734/jaeri/2019/v18i330061
29. Redehegn, M. A., Sun, D., Eshete, A. M., et al. (2019). Development impacts of migration and remittances on migrant-sending communities: Evidence from Ethiopia. PLOS ONE, 14(2), e0210034. https://doi.org/10.1371/journal.pone.0210034
30. FAO (Food and Agriculture Organization)(2018). Agriculture in Sub-Saharan Africa: Prospects and Challenges, OECD/FAO, Rome, Italy, 2018.
31. Fikru, T. (2008) A case study of non-farm rural livelihood diversification in Lume Woreda, Oromiya regional state A Master of Arts Thesis in Development Studies, Addis Ababa University, Ethiopia
32. Gebreyesus, B. (2016). The effect of livelihood diversification on household income: evidence from rural Ethiopia. International Journal of African and Asian Studies, 20(1), 1-12.
33. Gebru, G. W., Ichoku, H. E., & Phil-Eze, P. O. (2018). Determinants of livelihood diversification strategies in Eastern Tigray Region of Ethiopia. Agriculture & Food Security, 7(1). https://doi.org/10.1186/s40066-018-0214-0
34. Getahun, W., Haji, J., Mehare, A., et al. (2023). Drivers of income diversification among rural households in the Ethiopian central highlands. Food and Energy Security, 12(3). Portico. https://doi.org/10.1002/fes3.443
35. GETNET, M. T., Ketema, M., Alamirew, B. A., et al. (2021). Rural Households Livelihood Portfolios and Determinates of Livelihood Diversification in North-Western Ethiopia. https://doi.org/10.21203/rs.3.rs-648494/v1
36. Greene, W. H., & Hensher, D A,, (2003). A latent class model for discrete choice analysis: contrasts with mixed logit. Transportation Research Part B: Methodological, 37(8), 681-698. https://doi.org/10.1016/S0191-2615(02)00046-2
37. Habte, Z., Legesse, B., Haji, J., et al. (2020). Determinants of Supply in the Wheat Value Chain of Ethiopia. Eastern Africa Social Science Research Review, 36(1), 37–61. https://doi.org/10.1353/eas.2020.0002
38. Holden, S., Shiferaw, B., & Pender, J. (2004). Non-farm income, household welfare, and sustainable land management in a less-favoured area in the Ethiopian highlands. Food Policy, 29(4), 369–392. https://doi.org/10.1016/j.foodpol.2004.07.007
39. Idowu, A. O., Ojiako, I. A., & Ambali, O. I. (2013). Participation and wage of rural female headed households in Nigeria non-farm employment/. European Scientific Journal, 9(13)
40. Jiao, X., Pouliot, M., & Walelign, S. Z. (2017). Livelihood Strategies and Dynamics in Rural Cambodia. World Development, 97, 266–278. https://doi.org/10.1016/j.worlddev.2017.04.019
41. Kapri, K., & Ghimire, S. (2020). Migration, remittance, and agricultural productivity: Evidence from the Nepal Living Standard Survey. World Development Perspectives, 19, 100198. https://doi.org/10.1016/j.wdp.2020.100198
42. Wondim, A. K. (2019). Determinants and challenges of rural livelihood diversification in Ethiopia: Qualitative review. Journal of Agricultural Extension and Rural Development, 11(2), 17–24. https://doi.org/10.5897/jaerd2018.0979
43. Kassie, G. W. (2017). The Nexus between livelihood diversification and farmland management strategies in rural Ethiopia. Cogent Economics & Finance, 5(1), 1275087. https://doi.org/10.1080/23322039.2016.1275087
44. Kassie, G. W., Kim, S., Fellizar, F. P., et al. (2017). Determinant factors of livelihood diversification: Evidence from Ethiopia. Cogent Social Sciences, 3(1), 1369490. https://doi.org/10.1080/23311886.2017.1369490
45. Hasan, M., Kassu, A., & Mentreddy, S. R. (2019). Maximum total rainfall and intensity by using Hershfield isohyet maps and Weiss equation. International Journal of Hydrology Science and Technology, 9(1), 39. https://doi.org/10.1504/ijhst.2019.096798
46. Kebede M, Haileselassie AG, Haile M Luchia T (2014). Livelihood diversification strategies among men and women rural households: Evidence from two watersheds of Northern Ethiopia. J. Agric. Econ. Develop. 3(2):017-025.
47. Kefale, A., & Gebresenbet, F. (Eds.). (2022). Youth on the Move. https://doi.org/10.1093/oso/9780197631942.001.0001
48. Khan, N., Fahad, S., Naushad, M., et al. (2020). Analysis of Livelihood in the World and Its Impact on World Economy. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3717265
49. Khatun, D., & Roy, B. C. (2012). Rural livelihood diversification in West Bengal: determinants and constraints. Agricultural Economics Research Review, 25(1), 115-124.
50. Sime Kidane, M., & Wale Zegeye, E. (2019). The nexus of income diversification and welfare: Empirical evidence from Ethiopia. African Journal of Science, Technology, Innovation and Development, 12(4), 343–353. https://doi.org/10.1080/20421338.2019.1640930
51. Lelago, A. (2016). Assessment and Mapping of Status and Spatial Distribution of Soil Macronutrients in Kambata Tembaro Zone, Southern Ethiopia. Advances in Plants & Agriculture Research, 4(4). https://doi.org/10.15406/apar.2016.04.00144
52. Liu, Z, and Liu L (2016) Characteristics and driving factors of rural livelihood transition in the east coastal region of China: A case study of suburban Shanghai. Journal of Rural Studies, 43, 145-158. Doi:10.1016/j. jrurstud..12.008 https://doi.org/10.1016/j.jrurstud.2015.12.008
53. Mamo, A., Lemessa, D., Diriba, O. H., et al. (2021). Pattern of crop raiding by wild large mammals and the resultant impacts vary with distances from forests in Southwest Ethiopia. Ecology and Evolution, 11(7), 3203–3209. Portico. https://doi.org/10.1002/ece3.7268
54. Mamush M, Teshome Y, Mulugeta D, Mengie B (2021). Effectiveness of community-based SWC in improving soil property in Damota area, Southern Ethiopia/. Appl Environ Soil Sci 2021:5510587. https://doi.org/10. 1155/2021/5510587
55. Mariye, M., Jianhua, L., & Maryo, M. (2022). Land use and land cover change, and analysis of its drivers in Ojoje watershed, Southern Ethiopia. Heliyon, 8(4), e09267. https://doi.org/10.1016/j.heliyon.2022.e09267
56. Maryo M (2020) Agro biodiversity in Enset-Based Agricultural Landscape of KambattaTembaro International Book Market Service Ltd, Omniscriptum Publishing Group, Muritius
57. Mekuria, W., & Mekonnen, K. (2021). Food production and consumption in the highlands of Ethiopia: the missing link in food systems.
58. Melketo, T. A., Geta, E., & Sieber, S. (2019). Understanding Livelihood Diversification Patterns among Smallholder Farm Households in Southern Ethiopia. Sustainable Agriculture Research, 9(1), 26. https://doi.org/10.5539/sar.v9n1p26
59. Mengistie, D., & Kidane, D. (2016). Assessment of the Impact of Small-Scale Irrigation on Household Livelihood Improvement at Gubalafto District, North Wollo, Ethiopia. Agriculture, 6(3), 27. https://doi.org/10.3390/agriculture6030027
60. Hailu, M., & Regassa, N. (2022). Factors associated with low birth weight of recently delivered babies in public hospitals, Addis Ababa, Ethiopia, 2021: Facility-based cross-sectional study. Journal of Nursing, Social Studies, Public Health and Rehabilitation, 13(3–4), 61–71. https://doi.org/10.32725/jnss.2022.007
61. Mirzabaev, A., Nkonya, E., & von Braun, J. (2015). Economics of sustainable land management. Current Opinion in Environmental Sustainability, 15, 9–19. https://doi.org/10.1016/j.cosust.2015.07.004
62. Mutyasira, V., Hoag, D., & Pendell, D. (2018). The adoption of sustainable agricultural practices by smallholder farmers in Ethiopian highlands: An integrative approach. Cogent Food & Agriculture, 4(1), 1552439. https://doi.org/10.1080/23311932.2018.1552439
63. Kinfu, E., Bombeck, H., Nigussie, A., et al. (2018). The Genesis of Peri-urban Ethiopia: The Case of Hawassa City. Journal of Land and Rural Studies, 7(1), 71–95. https://doi.org/10.1177/2321024918808125
64. Okere, C. P., & Shittu, A. M. (2012). Patterns and determinants of livelihood diversification among farm households in Odeda Local Government Area, Ogun State, Nigeria/. In Nigerian Association of Agricultural Economist Conference held at Obafemi Awolowo University, Ile-Ife between (pp. 25-27).
65. Olaringe, A. A., &Olaseebo, J. O. (2021) Effects of Land Management Practices on Crop Productivity of Farming Households in Osun State, Nigeria stats, and author profiles for this publication at: https://www.researchgate.net/publication/350124205
66. Oluwatayo, I. B. (2009) Poverty and income diversification among households in rural Nigeria: A gender analysis of livelihood patterns In Conference Paper (Vol. 41).
67. Effects of Livelihood Strategies on Sustainable Land Management Practices among Food Crop Farmers in Imo State, Nigeria. (2017). Scientia Agriculturae, 20(1). https://doi.org/10.15192/pscp.sa.2017.20.1.1822
68. Pandit, J. J., Andrade, J., Bogod, D. G., et al. (2014). 5th National Audit Project (NAP5) on accidental awareness during general anaesthesia: summary of main findings and risk factors. British Journal of Anaesthesia, 113(4), 549–559. https://doi.org/10.1093/bja/aeu313
69. Pender, J., & Gebremedhin, B. (2007). Determinants of Agricultural and Land Management Practices and Impacts on Crop Production and Household Income in the Highlands of Tigray, Ethiopia. Journal of African Economies, 17(3), 395–450. https://doi.org/10.1093/jae/ejm028
70. Piras, S., Vittuari, M., Möllers, J., et al. (2018). Remittance inflow and smallholder farming practices. The case of Moldova. Land Use Policy, 70, 654–665. https://doi.org/10.1016/j.landusepol.2017.10.050
71. Quinn, M. A. (2009). Estimating the Impact of Migration and Remittances on Agricultural Technology. The Journal of Developing Areas, 43(1), 199–216. https://doi.org/10.1353/jda.0.0048
72. Rahman, S. A., Jacobsen, J. B., Healey, J. R., et al. (2016). Finding alternatives to swidden agriculture: does agroforestry improve livelihood options and reduce pressure on existing forest? Agroforestry Systems, 91(1), 185–199. https://doi.org/10.1007/s10457-016-9912-4
73. Reta H, Ali H (2012). Livelihood Diversification among the Agricultural Land Scarce Peasants in the Central Highlands of Ethiopia Int. J. Agric. Sci. Res. Technol. 2(1):1-8. Accessed on 7 March, 2023
74. Salifu, D. A., Gross, J., Salifu, M. A., et al. (2018). Experiences and perceptions of the theory‐practice gap in nursing in a resource‐constrained setting: A qualitative description study. Nursing Open, 6(1), 72–83. Portico. https://doi.org/10.1002/nop2.188
75. Samuel, O. O., & Sylvia, T. S. (2019). Analysis of rural livelihood diversification strategies among maize farmers in North West province of South Africa/. International Journal of Entrepreneurship, 23(2), 1-11.
76. Shah, F., & Wu, W. (2019). Soil and Crop Management Strategies to Ensure Higher Crop Productivity within Sustainable Environments. Sustainability, 11(5), 1485. https://doi.org/10.3390/su11051485
77. Tadesse, M., Simane, B., Abera, W., et al. (2021). The Effect of Climate-Smart Agriculture on Soil Fertility, Crop Yield, and Soil Carbon in Southern Ethiopia. Sustainability, 13(8), 4515. https://doi.org/10.3390/su13084515
78. Tamerat T (2016). Livelihood resources and determinants in Tigray Region of Ethiopia Int J Thin 7(2):57-66
79. Teklewold, H., Kassie, M., & Shiferaw, B. (2013). Adoption of Multiple Sustainable Agricultural Practices in Rural Ethiopia. Journal of Agricultural Economics, 64(3), 597–623. Portico. https://doi.org/10.1111/1477-9552.12011
80. Tshikala, S. K., Kostandini, G., & Fonsah, E. G. (2018). The Impact of Migration, Remittances and Public Transfers on Technology Adoption: The Case of Cereal Producers in Rural Kenya. Journal of Agricultural Economics, 70(2), 316–331. Portico. https://doi.org/10.1111/1477-9552.12295
81. Weldemichel, T. G. (2021). Inventing hell: how the Ethiopian and Eritrean regimes produced famine in Tigray. Human Geography, 15(3), 290–294. https://doi.org/10.1177/19427786211061431
82. Weltin, M., Zasada, I., Franke, C., et al. (2017). Analysing behavioural differences of farm households: An example of income diversification strategies based on European farm survey data. Land Use Policy, 62, 172–184. https://doi.org/10.1016/j.landusepol.2016.11.041
83. Wulff, J. (2014). Interpreting Marginal Effects in the Multinomial Logit Model: Demonstrated by Foreign Market Entry. Academy of Management Proceedings, 2014(1), 12072. https://doi.org/10.5465/ambpp.2014.12072abstract
84. Yenesew, S. Y., Eric, N. O., & Fekadu, B. (2015). Determinants of livelihood diversification strategies: The case of smallholder rural farm households in Debre Elias Woreda, East Gojjam Zone, Ethiopia. African Journal of Agricultural Research, 10(19), 1998–2013. https://doi.org/10.5897/ajar2014.9192
85. Yenesew, S. Y., Eric, N. O., & Fekadu, B. (2015). Determinants of livelihood diversification strategies: The case of smallholder rural farm households in Debre Elias Woreda, East Gojjam Zone, Ethiopia. African Journal of Agricultural Research, 10(19), 1998–2013. https://doi.org/10.5897/ajar2014.9192
86. Yussuf, B. A., & Mohamed, A. A. (2022). Factors Influencing Household Livelihood Diversification: The Case of Kebri Dahar District, Korahey Zone of Somali Region, Ethiopia. Advances in Agriculture, 2022, 1–14. https://doi.org/10.1155/2022/7868248
87. Zegeye, M. B. (2021). Remittance Inflows and Adoption of Agricultural Technology: Evidence from Ethiopia. Remittances Review, 6(2), 77–90. Internet Archive. https://doi.org/10.33182/rr.v6i2.1495