References
- Adams, Alayne M., Jindra Cekan, and Rainer Sauerborn. 1998. “Towards a Conceptual Framework of Household Coping: Reflections from Rural West Africa.” Africa 68 (2): 263–283. doi:https://doi.org/10.2307/1161281.
- Amendah, Djesika D., Steven Buigut, and Shukri Mohamed. 2014. “Coping Strategies among Urban Poor: Evidence from Nairobi, Kenya.” PLoS ONE 9 (1): e83428. doi:https://doi.org/10.1371/journal.pone.0083428.
- Andersson, Camilla, Alemu Mekonnen, and Jesper Stage. 2011. “Impacts of the Productive Safety Net Program in Ethiopia on Livestock and Tree Holdings of Rural Households.” Journal of Development Economics 94 (1): 119–126. doi:https://doi.org/10.1016/j.jdeveco.2009.12.002.
- Barrientos, Armando, and David Hulme. 2009. “Social Protection for the Poor and Poorest in Developing Countries: Reflections on a Quiet Revolution.” Oxford Development Studies 37 (4): 439–456. doi:https://doi.org/10.1080/13600810903305257.
- Beegle, Kathleen, Rajeev H. Dehejia, and Roberta Gatti. 2006. “Child Labor and Agricultural Shocks.” Journal of Development Economics 81 (1): 80–96. doi:https://doi.org/10.1016/j.jdeveco.2005.05.003.
- Berman, Rachel J., Claire H. Quinn, and Jouni Paavola. 2014. “Identifying Drivers of Household Coping Strategies to Multiple Climatic Hazards in Western Uganda: Implications for Adapting to Future Climate Change.” Climate and Development 7 (1): 71–84. doi:https://doi.org/10.1080/17565529.2014.902355.
- Browning, Martin, and Thomas F. Crossley. 2001. “The Life-Cycle Model of Consumption and Saving.” Journal of Economic Perspectives 15 (3): 3–22. doi:https://doi.org/10.1257/jep.15.3.3.
- Burke, William J., and T. S. Jayne. 2014. “Smallholder Land Ownership in Kenya: Distribution Between Households and Through Time.” Agricultural Economics 45 (2): 185–198.
- Carter, Michael, Peter Little, Tewodaj Mogues, and Workneh Negatu. 2006. Shocks, Sensitivity and Resilience: Tracking the Economic Impacts of Environmental Disaster on Assets in Ethiopia and Honduras. DSGC Discussion Paper 32. Washington, DC: IFPRI.
- Cashdan, Elizabeth A. 1985. “Coping with Risk: Reciprocity Among the Basarwa of Northern Botswana.” Man 20 (3): 454. doi:https://doi.org/10.2307/2802441.
- Christiaensen, Luc J., and Kalanidhi Subbarao. 2005. “Towards an Understanding of Household Vulnerability in Rural Kenya.” Journal of African Economies 14 (4): 520–558. doi:https://doi.org/10.1093/jae/eji008.
- Cooper, Sarah Jane, and Tim Wheeler. 2016. “Rural Household Vulnerability to Climate Risk in Uganda.” Regional Environmental Change 17 (3): 649–663. doi:https://doi.org/10.1007/s10113-016-1049-5.
- D’Alessandro, S., J. Caballero, S. Simpkin, and J. Lichte. 2015. Kenya Agricultural Risk Assessment. Agriculture Global Practice Technical Assistance Paper. Washington, DC: World Bank Group.
- Davis, D. 2015. “Consumption Smoothing and Labor Supply Allocation Decisions: Evidence from Tanzania.” Masters, University of San Francisco. https://repository.usfca.edu/thes/142.
- Deininger, Klaus, and Songqing Jin. 2007. “Land Sales and Rental Markets in Transition: Evidence from Rural Vietnam.” Oxford Bulletin of Economics and Statistics. doi:https://doi.org/10.1111/j.1468-0084.2007.00484.x.
- Deininger, Klaus, Songqing Jin, and Hari K. Nagarajan. 2009. “Determinants and Consequences of Land Sales Market Participation: Panel Evidence from India.” World Development 37 (2): 410–421. doi:https://doi.org/10.1016/j.worlddev.2008.06.004.
- Del Ninno, Carlo, and Bradford Mills. 2015. Safety Nets in Africa: Effective Mechanisms to Reach the Poor and Most Vulnerable. Washington, DC: The World Bank.
- Dercon, S. 2002. “Income Risk, Coping Strategies, and Safety Nets.” The World Bank Research Observer 17 (2): 141–166. doi:https://doi.org/10.1093/wbro/17.2.141.
- Devereux, Stephen. 1993. “Goats Before Ploughs: Dilemmas of Household Response Sequencing During Food Shortages.” IDS Bulletin 24 (4): 52–59. doi:https://doi.org/10.1111/j.1759-5436.1993.mp24004006.x.
- Eckstein, David, Vera Künzel, and Laura Schäfer. 2017. Global Climate Risk Index 2018: Who Suffers Most from Extreme Weather Events? Weather-Related Loss Events in 2016 and 1997 to 2016. Bonn: Germanwatch e.V. www.germanwatch.org.
- Ellis, Frank. 1998. “Household Strategies and Rural Livelihood Diversification.” Journal of Development Studies 35 (1): 1–38. doi:https://doi.org/10.1080/00220389808422553.
- Eriksen, Siri H., Katrina Brown, and P. Mick Kelly. 2005. “The Dynamics of Vulnerability: Locating Coping Strategies in Kenya and Tanzania.” The Geographical Journal 171 (4): 287–305. doi:https://doi.org/10.1111/j.1475-4959.2005.00174.x.
- Fafchamps, Marcel, and Susan Lund. 2003. “Risk-Sharing Networks in Rural Philippines.” Journal of Development Economics 71 (2): 261–87. doi:https://doi.org/10.1016/s0304-3878(03)00029-4.
- Fan, Shenggen, David Nyange, and Neetha Rao. 2005. Public Investment and Poverty Reduction in Tanzania: Evidence from Household Survey Data. No. 580-2016-39335. https://ageconsearch.umn.edu/record/58373/.
- Gaviria, Alejandro. 2002. “Household Responses to Adverse Income Shocks in Latin America.” Revista Desarrollo y Sociedad, no. 49: 99–127. doi:https://doi.org/10.13043/dys.49.3.
- Glewwe, Paul, and Gillette Hall. 1998. “Are Some Groups More Vulnerable to Macroeconomic Shocks Than Others? Hypothesis Tests Based on Panel Data from Peru.” Journal of Development Economics 56 (1): 181–206. doi:https://doi.org/10.1016/s0304-3878(98)00058-3.
- Guarcello, Lorenzo, Fabrizia Mealli, and Furio Camillo Rosati. 2009. “Household Vulnerability and Child Labor: The Effect of Shocks, Credit Rationing, and Insurance.” Journal of Population Economics 23 (1): 169–198. doi:https://doi.org/10.1007/s00148-008-0233-4.
- Günther, Isabel, and Kenneth Harttgen. 2009. “Estimating Households Vulnerability to Idiosyncratic and Covariate Shocks: A Novel Method Applied in Madagascar.” World Development 37 (7): 1222–1234. doi:https://doi.org/10.1016/j.worlddev.2008.11.006.
- Haugerud, Angelique. 1989. “Land Tenure and Agrarian Change in Kenya.” Africa 59 (1): 61–90. doi:https://doi.org/10.2307/1160764.
- Heltberg, Rasmus, and Niels Lund. 2009. “Shocks, Coping, and Outcomes for Pakistan’s Poor: Health Risks Predominate.” The Journal of Development Studies 45 (6): 889–910. doi:https://doi.org/10.1080/00220380902802214.
- Heltberg, Rasmus, Ana María Oviedo, and Faiyaz Talukdar. 2015. “What Do Household Surveys Really Tell Us About Risk, Shocks, and Risk Management in the Developing World?” The Journal of Development Studies, 1–17. doi:https://doi.org/10.1080/00220388.2014.959934.
- Hidrobo, Melissa, John Hoddinott, Neha Kumar, and Meghan Olivier. 2018. “Social Protection, Food Security, and Asset Formation.” World Development 101: 88–103. doi:https://doi.org/10.1016/j.worlddev.2017.08.014.
- Hoddinott, John. 2006. “Shocks and Their Consequences Across and Within Households in Rural Zimbabwe.” Journal of Development Studies 42 (2): 301–321. doi:https://doi.org/10.1080/00220380500405501.
- Janzen, Sarah A., and Michael R. Carter. 2018. “After the Drought: The Impact of Microinsurance on Consumption Smoothing and Asset Protection.” American Journal of Agricultural Economics 101 (3): 651–671. doi:https://doi.org/10.1093/ajae/aay061.
- Jayachandran, Seema. 2006. “Selling Labor Low: Wage Responses to Productivity Shocks in Developing Countries.” Journal of Political Economy 114 (3): 538–575. doi:https://doi.org/10.1086/503579.
- Jin, Songqing, and Thomas S. Jayne. 2013. “Land Rental Markets in Kenya: Implications for Efficiency, Equity, Household Income, and Poverty.” Land Economics 89 (2): 246–271. doi:https://doi.org/10.3368/le.89.2.246.
- Kenjiro, Yagura. 2005. “Why Illness Causes More Serious Economic Damage Than Crop Failure in Rural Cambodia.” Development and Change 36 (4): 759–783. doi:https://doi.org/10.1111/j.0012-155x.2005.00433.x.
- Kim, Kyeongkuk, Sang-Hyop Lee, and Timothy Halliday. 2018. Health Shocks, the Added Worker Effect, and Labor Supply in Married Couples: Evidence from South Korea. University of Hawaii Working Papers. http://www.economics.hawaii.edu/research/workingpapers/WP_18-12.pdf.
- Kiptui, Moses. 2008. “Does Exchange Rate Volatility Harm Exports? Empirical Evidence from Kenya’s Tea and Horticulture Exports.” In Workshop Paper at the CSAE Conference at Oxford University, 16–18. Oxford, UK.
- Lesorogol, Carolyn K. 2005. “Privatizing Pastoral Lands: Economic and Normative Outcomes in Kenya.” World Development 33 (11): 1959–1978. doi:https://doi.org/10.1016/j.worlddev.2005.05.008.
- Long, Scott, and Jeremy Freese. 2006. Regression Models for Categorical Dependent Variables Using Stata. Texas: A Stata Press Publication.
- Modena, Francesca, and Christopher L. Gilbert. 2012. “Household Responses to Economic and Demographic Shocks: Marginal Logit Analysis Using Indonesian Data.” Journal of Development Studies 48 (9): 1306–1322. doi:https://doi.org/10.1080/00220388.2012.685723.
- Morduch, Jonathan. 1998. Review of Does Microfinance Really Help the Poor?: New Evidence from Flagship Programs in Bangladesh. Research Program in Development Studies. http://www.Citeseerx.ist.psu.edu. Woodrow School of Public and International Affairs.
- Musyoki, Danson, Ganesh P. Pokhariyal, and Moses Pundo. 2012. “The Impact of Real Exchange Rate Volatility on Economic Growth: Kenyan Evidence.” Business and Economic Horizons 7: 59–75. doi:https://doi.org/10.15208/beh.2012.5.
- Mwai, Daniel, and Moses Muriithi. 2016. “Economic Effects of Non-Communicable Diseases on Household Income in Kenya: A Comparative Analysis Perspective.” Public Health Res 6 (3): 83–90.
- Mworia, John, and Jenesio Kinyamario. 2008. “Traditional Strategies Used by Pastoralists to Cope with La Nina Induced Drought in Kajiado, Kenya.” African Journal of Environmental Science and Technology 2 (1): 10–14.
- Porter, Catherine. 2008. “Examining the Impact of Idiosyncratic and Covariate Shocks on Ethiopian Households’ Consumption and Income Sources.” Chapter of DPhil dissertation, Oxford University. https://www.dagliano.unimi.it/media/porter.pdf.
- Porter, Catherine. 2012. “Shocks, Consumption and Income Diversification in Rural Ethiopia.” Journal of Development Studies 48 (9): 1209–1222. doi:https://doi.org/10.1080/00220388.2011.646990.
- Quintussi, Marta, Ellen Van de Poel, Pradeep Panda, and Frans Rutten. 2015. “Economic Consequences of Ill-Health for Households in Northern Rural India.” BMC Health Services Research 15 (1). doi:https://doi.org/10.1186/s12913-015-0833-0.
- Quisumbing, Agnes R. 1996. “Modeling Household Behavior in Developing Countries: Discussion.” American Journal of Agricultural Economics 78 (5): 1346–1348. doi:https://doi.org/10.2307/1243519.
- Rashid, Arif, Mark Langworthy, and Satheesh Aradhyula. 2006. “Livelihood Shocks and Coping Strategies: An Empirical Study of Bangladesh Households.” In Presentation at the American Agricultural Economics Association Annual Meeting, 23–26. Long Beach, CA. https://ageconsearch.umn.edu/record/21231/.
- Republic of Kenya. 2007. Kenya Integrated Household Budget Survey (KIHBS) 2005/06 (Revised Edition): Basic Report. Nairobi: Government Printer.
- Republic of Kenya. 2018. Kenya Integrated Household Budget Survey (KIHBS) 2015/16: Basic Report. Nairobi: Government Printer.
- Ruben, Ruerd, and Edoardo Masset. 2003. “Land Markets, Risk and Distress Sales in Nicaragua: The Impact of Income Shocks on Rural Differentiation.” Journal of Agrarian Change 3 (4): 481–499. doi:https://doi.org/10.1111/1471-0366.00063.
- Sawada, Yasuyuki. 2007. “The Impact of Natural and Manmade Disasters on Household Welfare.” Agricultural Economics 37: 59–73. doi:https://doi.org/10.1111/j.1574-0862.2007.00235.x.
- Schwarze, Stefan, and Manfred Zeller. 2005. “Income Diversification of Rural Households in Central Sulawesi, Indonesia.” Quarterly Journal of International Agriculture 44 (1): 61–74.
- Smucker, Thomas A., and Ben Wisner. 2007. “Changing Household Responses to Drought in Tharaka, Kenya: Vulnerability, Persistence and Challenge.” Disasters 32 (2): 190–215. doi:https://doi.org/10.1111/j.1467-7717.2007.01035.x.
- Syagga, Paul. 2011. Land Tenure in Slum Upgrading Projects. French Institute for Research in Africa. https://halshs.archives-ouvertes.fr/halshs-00751866/.
- Tongruksawattana, Songporne, Vera Junge, Hermann Waibel, Javier Diez, and Erich Schmidt. 2013. “Ex-Post Coping Strategies of Rural Households in Thailand and Vietnam.” In Vulnerability to Poverty, edited by Klasen, Stephan, and Hermann Waibel, 216–257. London: Palgrave Macmillan.
- Townsend, Robert M. 1994. “Risk and Insurance in Village India.” Econometrica 62 (3): 539. doi:https://doi.org/10.2307/2951659.
- Wainwright, Fiona, and Carol Newman. 2011. Income Shocks and Household Risk-Coping Strategies: Evidence from Rural Vietnam. Institute for International Integration Studies Discussion paper 358. https://www.researchgate.net.
- World Bank. 2019. World Development Indicators. https://data.worldbank.org/country/kenya.
- Yamano, Takashi, and T. S. Jayne. 2004. “Measuring the Impacts of Working-Age Adult Mortality on Small-Scale Farm Households in Kenya.” World Development 32 (1): 91–119. doi:https://doi.org/10.1016/j.worlddev.2003.07.004.
- Yilma, Zelalem, Anagaw Mebratie, Robert Sparrow, Degnet Abebaw, Marleen Dekker, Getnet Alemu, and Arjun S. Bedi. 2014. “Coping with Shocks in Rural Ethiopia.” The Journal of Development Studies 50 (7): 1009–1024. doi:https://doi.org/10.1080/00220388.2014.909028.