Abstract
Irrigation is one means by which agricultural production can be increased to meet the growing food demand in Ethiopia. Small-scale irrigation is becoming the main mechanism in livelihood enhancement discourse especially in recent times when the rainfall pattern is becoming erratic in the country. Small-scale irrigation is a policy priority in Ethiopia for rural poverty alleviation and growth, as well as climate adaptation. The aim of the study is to examine the effect of small-scale irrigation on income of rural household in the North Eastern Ethiopia. The study used Taro proportional sampling techniques formula to get 200 sampling respondents of irrigation and non-irrigation users. Econometric model such as Propensity Score Matching method and binary logistic regression model were used to study the specific objectives, impact of use of small-scale irrigation on households’ income and determinants of smallholder farmers’ decision to participate in small-scale irrigation water use, respectively. The Propensity Score Matching model using logit estimate indicated that family size, credit access and subsidy with productive safety net program were found positive significant effect. The logit model discovered that sex, livestock holding size, dwelling distance from irrigation farm, and subsidy by productive safety net programme and credit access have determinant effect on decision participation in small-scale irrigation. Therefore, attention should be given by the government in expanding of modern irrigation practice and constructing improved storage house should be given priorities.
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The authors want to declare that he can submit the data at whatever time based on your request. The data sets used and/or analysed during the current study will be available from the corresponding author on reasonable request.
Abbreviations
- AP:
-
Area program
- CSA:
-
Central Statistical Authority
- FAO:
-
Food and Agricultural Organization
- GOs:
-
Government Organizations
- IFAD:
-
International Fund for Agricultural Development
- IWMI:
-
International Water Management Institute
- KAs:
-
Kebele Administrations
- MoFED:
-
Ministry of Finance and Economic Development
- MoA:
-
Ministry of Agriculture
- MDGs:
-
Millennium development goals: NGOs: Non-Governmental Organizations
- SSI:
-
Small-scale irrigation
- SPSS:
-
Statistical Package for Social Scientist
- TLU:
-
Tropical Livestock unit
- WFP:
-
World Food Program
- WVE:
-
World Vision Ethiopia
- UN:
-
United Nation
- USAID:
-
United States Agency for International Development
References
Atnafu T (2007) Current and future plans of irrigation and drainage development in Ethiopia. Irrigation and Drainage Development Studies Department, Ministry of Water Resources, Addis Ababa
Awulachew B, Merrey D, Kamara B, Van Koppen B, De Vries P, Boelee E, Makombe G (2005) Experiences and opportunities for promoting small-scale/micro irrigation and rainwater harvesting for food security in Ethiopia. International Water Management Institute, Addis Ababa
Baker L (2000) Evaluating the impact of development projects on poverty: a handbook for practitioners. The World Bank, Washington, pp 1–65
Becker SO, Ichino A (2002) Estimation of average treatment effects based on propensity score. Stand Genomic Sci 2(4):358–377
Bhattarai M, Sakthivadivel R, Hussein I (2002) Irrigation impacts on income inequality and poverty alleviation: Policy issues and options for improved management of irrigation systems. Working Paper 39. Colombo, Sri Lanka: International Water Management Institute
BOARD (Bureau of Agriculture and Rural Development) (2010) Agricultural sample survey for strategic planning. Annual Report. Bahirdar, Ethiopia
Caliendo M, Kopeinig S (2005) Some practical guidance for the implementation of propensity score matching. Discussion Paper No. 1588, University of Cologne
Cobb-Clark D, Crossley T (2003) Econometrics for evaluations: an introduction to recent development. Econ Rec 79(247):491–511
CSA (Central Statistical Authority) (2011) Agriculture in figures, on key finding of the 2008/09–2010/11 agricultural sample surveys for all sectors and seasons
CSA (Central Statistical Authority) (2014) Agricultural sample survey for strategic planning. Annual Report Federal Democratic Republic of Ethiopia Central Statistical Authority of Ethiopia: Annual Report, Addis Ababa, Ethiopia
Dehejia RH, Wahba S (2002) Propensity score-matching methods for non-experimental causal studies. Rev Econ Stat 84:151–161
FAO (2005) Irrigation in Africa in figures. AQUASTAT Survey-2005. Water report 29. Rome, Italy
Friedlander D, Robins PK (1995) Evaluating program evaluations: new evidence on commonly used non-experimental methods. Am Econ Rev 85:923–937
Getinet K (2011) The impact of selected small-scale irrigation schemes on house hold income and the likelihood of poverty in the Lake Tana Basin of Ethiopia, Cornell University
GoE (Government of Ethiopia) (2007) Climate change National Adaptation Programme of Action (NAPA) of Ethiopia. Ministry of Water Resources and National Meteorological Agency, June 2007
Gujarati DN (1995) Basic econometrics, 3rd edn. McGraw-Hill Inc, New York
Gujarati D (2003) Multicollinearity: What happens if the regressors are correlated. Basic econometrics, p 363
Hadush H (2014) Adoption and impact of micro irrigation on household income: the case of Eastern Tigray. Mekele University
Hassen B (2012) Poverty and food security analysis at farm household level in South Wollo. Wollo University, p 2
Hussain I, Hanjra MA (2004) Irrigation and poverty alleviation: review of the empirical evidence. Irrig Drain 53:1–15
Ichino A, Mealli F, Nannicini T (2007) From temporary help jobs to permanent employment: what can we learn from matching estimators and their sensitivity? J Appl Econ (forthcoming)
IWMI (International Water Management Institute) (2010) Irrigation potential in Ethiopia: constraints and opportunities for enhancing the system
Kawachi I, Subramanian SV, Kim D (2008) Social capital and health. Am J Epidemiol 168(11):1340–1342
Leuven E, Sianesi B (2003) PSMATCH2: stata module to perform full mahalanobis and propensity-score matching, common support graphing, and covariate imbalance testing. Statistical Software Components S432001 (revised 02 May 2009)
Lind J, Okenwa D, Scoones I (1994) The politics of land, resources & investment in eastern Africa’s pastoral drylands. In: Lind J, Okenwa D, Scoones I (eds) Land investment & politics: reconfiguring eastern Africa's pastoral drylands, Suffolk: James
Million Assefa (2016) Irrigation practices, state intervention and farmers life-worlds in drought-prone eastern Ethiopia. Ph.D. Thesis, Haramaya University, Ethiopia
Ministry of Agriculture and Rural Development (MoARD) (2006) Productive safety net program: program implementation manual. Addis Ababa
MoFED (2006) Building on progress: a plan for accelerated and sustained development to end poverty 2005/6–2009/10. Ministry of Finance and Economic Development Ethiopia: Addis Ababa, Ethiopia
MOFED (2010a) The Federal Democratic Republic of Ethiopia, growth and transformation plan (GTP) 2010/11–2014/15, Draft. 2010, Addis Ababa
MOFED (2010b) Trends and prospects for meeting MDGs by 2015, millennium development goal report
MoFED (2010) The millennium development goals report. Trends and prospects for meeting MDGs
MoFED (2010) Trends prospects for meeting MDGs by 2015, millennium development goal report. Addis Ababa, Ethiopia. Available from: http//www.dagethiopia.org
MoWR (2006) Five Year Irrigation Development Programmme (2005/06–2009/10). Addis Ababa, Ethiopia: MoWR. 57pp
Panagopoulos A (2021) Water-energy nexus: desalination technologies and renewable energy sources. Environ Sci Pollut Res 28(4):1–14
Pradhan M, Rawlings LB (2002) The impact and targeting of social infrastructure investments: lessons from the Nicaraguan social fund. World Bank Econ Rev 16(2):275–295
Pufahl A, Weiss C (2009) Evaluating the effects of farm programmes: results from propensity score matching. Eur Rev Agric Econ 36(1):79–101
Rahma S (2016) How Khat impacts negatively upon families in Hargeisa; High-quality Research Support Programme (HQRS)
RKDOA (Raya Kobo District Office of Agriculture) (2011) Annual report of crop production in 2010/2011 crop** season. Unpublished
RKDOA (Raya Kobo District Office of Agriculture) (2017) Annual report of crop production in 2013/2014 crop** season. Unpublished
Rosenbaum PR, Rubin DB (1983) The central role of the propensity score in observational studies for causal effects. Biometrika 70(1):41–55
Rosenbaum PR, Rubin DB (1985) Constructing a control group using multivariate matched sampling methods that incorporate the propensity score. Am Stat 39(1):33–38
Sianesi B (2004) An evaluation of the active labour market programmes in Sweden. Rev Econ Stat 86(1):133–155
Smith L (2004) Assessment of the contribution of irrigation to poverty reduction and sustainable livelihoods. Water Resour Dev 20(2):243–257
Smith JA, Todd PE (2005) Does matching overcome LaLonde’s critique of nonexperimental estimators? J Econom 125(1–2):305–353
Storck H, Bezabih E, Berhanu A, Borowiecki AA, Shimelis WI (1991) Farming systems and farm management practices of small-holders in the Hararghe highlands. Farm Syst Resour Econ Trop 42–45
UNDP (2007) Annual report United Nation Development programme in Ethiopia
Von Braun J, Fan S, Meinzen-Dick R, Rosegrant MW, Pratt AN (2008) International agricultural research for food security, poverty reduction, and the environment. In: Stansbury C (ed) What to expect from scaling up CGIAR investments and “Best-Bet” programs. International Food Policy Research Institute (IFPRI), Washington, DC, pp 35–36
Woldemariam P, Gecho Y (2017) Determinants of small-scale irrigation use: the case of Boloso Sore district, Wolaita Zone, Southern Ethiopia. Am J Agric For 5(3):49–59
Yamane T (1967) Statistics, an introductory analysis, 2nd edn. Harper and Row, New York
Zaman H (2001) Assessing the poverty and vulnerability impact of micro credit in Bangladesh: a case study of BRAC. Office of the chief economist and senior vice president (DECVP). The World Bank, pp 34–36
Acknowledgements
We extend my profound appreciation to North Wollo Zone Agricultural Department, Raya Kobo Woreda Agricultural office for giving me important information. I also would like to thank all of the enumerators who assisted me in data collection with patience, commitment and dedication. Last but not least, all participating farmers on the study deserve my deepest appreciation for their unreserved collaboration and for the good working environment during the data collection. Finally, I would like to acknowledge all individuals and organizations that directly or indirectly contributed to the successful completion of this study.
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MA and MD initiated the research, wrote the research proposal, conducted the research, did data entry and analysis and wrote the manuscript. MA and MD were did analysis, methodology, writing, reviewing and editing of research proposal and manuscript. MA and MD read and approved the final manuscript. The authors read and approved the final manuscript.
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Alemu, M., Dessale, M. Impacts of small-scale irrigation on rural households’ income in north eastern Ethiopia. Sustain. Water Resour. Manag. 8, 15 (2022). https://doi.org/10.1007/s40899-021-00600-1
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DOI: https://doi.org/10.1007/s40899-021-00600-1