Agric. Econ. - Czech, 2025, 71(1):14-26 | DOI: 10.17221/296/2024-AGRICECON
How does climate shock affect technology adoption in rice production?Original Paper
- 1 Faculty of Economics and Development Studies, University of Economics, Hue University, Hue City, Vietnam
- 2 The Business School, RMIT University, Ho Chi Minh, Vietnam
The objective of the study is to determine the impact of shock from climate change, such as drought and flood, on various technology adoptions in rice production in Vietnam. This study utilised VARHS (The Vietnam Access to Resources Household Survey) panel data from 2012 to 2018 and employed regression analysis following the application of propensity score matching (PSM) to address potential selection bias caused by drought and flood shocks. The findings indicated that households tend to adopt the improved variety of rice and organic fertilisers since households suffer the shock from the drought. Another finding showed that households used more chemical fertiliser and reduced the probability of using improved seeds in rice production since the household was affected by floods. Based on the findings, policies should prioritise promoting and implementing environmentally friendly farming methods that are customised to address specific climate-related difficulties.
Keywords: drought; flood; innovation; propensity score matching; risk uncertainty
Received: August 19, 2024; Revised: November 15, 2024; Accepted: November 25, 2024; Prepublished online: January 24, 2025; Published: January 30, 2025 Show citation
References
- Abate G.T., Francesconi G.N., Getnet K. (2014): Impact of agricultural cooperatives on smallholders' technical efficiency: Empirical evidence from Ethiopia. Annals of Public and Cooperative Economics, 85: 257-286.
Go to original source...
- Ambong R.M.A. (2022): Methods of rice technology adoption studies in the Philippines and other Asian countries: A systematic review. Research on World Agricultural Economy, 3: 15-24.
Go to original source...
- Arslan A., Belotti F., Lipper L. (2017): Smallholder productivity and weather shocks: Adoption and impact of widely promoted agricultural practices in Tanzania. Food Policy, 69: 68-81.
Go to original source...
- Asfaw A., Admassie A. (2004): The role of education on the adoption of chemical fertiliser under different socioeconomic environments in Ethiopia. Agricultural Economics, 30: 215-228.
Go to original source...
- Asfaw S., Shiferaw B., Simtowe F., Lipper L. (2012): Impact of modern agricultural technologies on smallholder welfare: Evidence from Tanzania and Ethiopia. Food Policy, 37: 283-295.
Go to original source...
- Asfaw S., Scognamillo A., Di Caprera G., Sitko N., Ignaciuk A. (2019): Heterogeneous impact of livelihood diversification on household welfare: Cross-country evidence from Sub-Saharan Africa. World Development, 117: 278-295.
Go to original source...
- Becker S.O., Ichino A. (2002): Estimation of average treatment effects based on propensity scores. The Stata Journal, 2: 358-377.
Go to original source...
- Belayneh M. (2023): Factors affecting the adoption and effectiveness of soil and water conservation measures among small-holder rural farmers: The case of Gumara watershed. Resources, Conservation and Recycling Advances, 18: 200159.
Go to original source...
- Branco D., Féres J. (2021): Weather shocks and labor allocation: Evidence from rural Brazil. American Journal of Agricultural Economics, 103: 1359-1377.
Go to original source...
- Bukchin S., Kerret D. (2018): Food for hope: The role of personal resources in farmers' adoption of green technology. Sustainability, 10: 1615.
Go to original source...
- Diagne A., Tamini L.D., Fall F.S. (2022): Factors explaining the dynamics of agricultural technological innovations adoption: Evidence from Senegal's rain maize farmer. Agricultural Sciences, 13: 1234-1258.
Go to original source...
- Duong P.B., Thanh P.T. (2019): Adoption and effects of modern rice varieties in Vietnam: Micro-econometric analysis of household surveys. Economic Analysis and Policy, 64: 282-292.
Go to original source...
- Emmanuel D., Owusu-Sekyere E., Owusu V., Jordaan H. (2016): Impact of agricultural extension service on adoption of chemical fertilizer: Implications for rice productivity and development in Ghana. NJAS: Wageningen Journal of Life Sciences, 79: 41-49.
Go to original source...
- Farooq M., Wahid A., Lee D.J. (2009): Exogenously applied polyamines increase drought tolerance of rice by improving leaf water status, photosynthesis and membrane properties. Acta Physiologiae Plantarum, 31:937-945.
Go to original source...
- Farooq M.S., Riaz S., Abid A., Abid K., Naeem M.A. (2019): A survey on the role of IoT in agriculture for the implementation of smart farming. IEEE Access, 7: 156237-156271.
Go to original source...
- Gebremariam G., Tesfaye W. (2018): The heterogeneous effect of shocks on agricultural innovations adoption: Microeconometric evidence from rural Ethiopia. Food Policy, 74: 154-161.
Go to original source...
- Grabrucker K., Grimm M. (2021): Is there a rainbow after the rain? How do agricultural shocks affect non-farm enterprises? Evidence from Thailand. American Journal of Agricultural Economics, 103: 1612-1636.
Go to original source...
- Ha V.H., Mizunoya T., Kien N.D., Dung T.Q., An L.T., Phan N.T., Tan N.Q., Tien P.T.T., Dinh N.C. (2022): Post-flood recovery in the central coastal plain of Vietnam: Determinants and policy implications. Asia-Pacific Journal of Regional Science, 6: 899-929.
Go to original source...
- Heckman J.J., Ichimura H., Todd P.E. (1997): Matching as an econometric evaluation estimator: Evidence from evaluating a job training programme. The Review of Economic Studies, 64: 605-654.
Go to original source...
- Holden S.T., Quiggin J. (2017): Climate risk and state-contingent technology adoption: Shocks, drought tolerance and preferences. European Review of Agricultural Economics, 44: 285-308.
Go to original source...
- Hossain M., Bose M.L., Mustafi B.A. (2006): Adoption and productivity impact of modern rice varieties in Bangladesh. The Developing Economies, 44: 149-166.
Go to original source...
- Kaur G., Singh G., Motavalli P.P., Nelson K.A., Orlowski J.M., Golden B.R. (2020): Impacts and management strategies for crop production in waterlogged or flooded soils: A review. Agronomy Journal, 112: 1475-1501.
Go to original source...
- Khandker S., Koolwal G.B., Samad H. (2009): Handbook on Impact Evaluation. Washington D.C., World Bank: 239.
Go to original source...
- Kien N.D., Dung T.Q., Oanh D.T.K., An L.T., Dinh N.C., Phan N.T., Nga L.T.T. (2023): Climate-resilient practices and welfare impacts on rice-cultivating households in Vietnam: Does joint adoption of multiple practices matter? Australian Journal of Agricultural and Resource Economics, 67: 263-284.
Go to original source...
- Komarek A.M., De Pinto A., Smith V.H. (2020): A review of types of risks in agriculture: What we know and what we need to know. Agricultural Systems, 178: 102738.
Go to original source...
- Kumar A., Takeshima H., Thapa G., Adhikari N., Saroj S., Karkee M., Joshi P.K. (2020): Adoption and diffusion of improved technologies and production practices in agriculture: Insights from a donor-led intervention in Nepal. Land Use Policy, 95: 104621.
Go to original source...
- Li L., Gao Y., Wang X. (2023): Impact of economic policy uncertainty on agribusiness technology innovation: Evidence from 231 listed firms in China. Sustainability, 15: 10037.
Go to original source...
- Mehar M., Mittal S., Prasad N. (2016): Farmers coping strategies for climate shock: Is it differentiated by gender? Journal of Rural Studies, 44: 123-131.
Go to original source...
- Michler J.D., Baylis K., Arends-Kuenning M., Mazvimavi K. (2019): Conservation agriculture and climate resilience. Journal of Environmental Economics and Management, 93: 148-169.
Go to original source...
Go to PubMed...
- Nguyen D.K., Nguyen P., Nguyen H.M., Dang T.A.T. (2024): Examining the impact of climate information access on adaptive behaviors during heatwaves: Insights from Central Vietnam. Journal of Public Health and Development, 22: 100-116.
Go to original source...
- Nguyen Chau T., Scrimgeour F. (2022).: Productivity impacts of hybrid rice seeds in Vietnam. Journal of Agricultural Economics, 73: 414-429.
Go to original source...
- Phan N.T., Lee J., Kien N.D. (2022a): The impact of land fragmentation in rice production on household food insecurity in Vietnam. Sustainability, 14: 11162.
Go to original source...
- Phan N.T., Pabuayon I.M., Kien N.D., Dung T.Q., An L.T., Dinh N.C. (2022b): Factors driving the adoption of coping strategies to market risks of shrimp farmers: A case study in a coastal province of Vietnam. Asian Journal of Agriculture and Rural Development, 12: 65-74.
Go to original source...
- Pirngadi R.S., Rahmawaty, Ayu S.F., Rauf A. (2024): Estimation of loss of rice farmers due to flood at Krueng Kluet Watershed (with the eclac method approach). IOP Conference Series: Earth and Environmental Science, 1302: 012125.
Go to original source...
- Salgotra R.K., Chauhan B.S. (2023): Ecophysiological responses of rice (Oryza sativa L.) to drought and high temperature. Agronomy, 13: 1877.
Go to original source...
- Shi Y., Siddik A.B., Masukujjaman M., Zheng G., Hamayun M., Ibrahim A.M. (2022): The antecedents of willingness to adopt and pay for the IoT in the agricultural industry: An application of the UTAUT 2 theory. Sustainability, 14: 6640.
Go to original source...
- Sukanteri N.P., Diah Yuniti I.G.A., Suryana I.M., Verrawati Y. (2022): Efficiency in the use of rice farming organic inputs to promote food security. KnE Life Sciences, 7: 479-486.
Go to original source...
- Tambo J.A., Wünscher T. (2017): Enhancing resilience to climate shocks through farmer innovation: Evidence from northern Ghana. Regional Environmental Change, 17: 1505-1514.
Go to original source...
- Tan T., Sarkar A., Rahman A., Qian L., Hussain Memon W., Magzhan Z. (2021): Does external shock influence farmer's adoption of modern irrigation technology? Land, 10: 882.
Go to original source...
- Tesfay M.G. (2021): Impact of irrigated agriculture on welfare of farm households in northern Ethiopia: Panel data evidence. Irrigation and Drainage, 70: 306-320.
Go to original source...
- Tran T.Q., Van Vu H. (2019): Land fragmentation and household income: First evidence from rural Vietnam. Land Use Policy, 89: 104247.
Go to original source...
- UNU Wider (2024): Viet Nam data. [Dataset.] Available at https://www.wider.unu.edu/database/viet-nam-data (accessed Mar 1, 2024).
- Usman M., Hameed G., Saboor A., Almas L.K., Hanif M. (2021): R&D innovation adoption, climatic sensitivity, and absorptive ability contribution for agriculture TFP growth in Pakistan. Agriculture, 11: 1206.
Go to original source...
- Wang Z., Liu J., Li T., Chao J., Gao X. (2021): Factors affecting new agricultural business entities' adoption of sustainable intensification practices in China: Evidence from the main apple-producing areas in the Loess Plateau. Agronomy, 11: 2435.
Go to original source...
- Yamin M., Putri N.E. (2024): Agricultural household economic in condition flood impact of climate change in Indonesia. IOP Conference Series: Earth and Environmental Science, 1364: 012017.
Go to original source...
- Yang B., Chen S., Zheng Z., Zeng J., Liu J., Zhao H., Zheng Y. (2024): Genome-wide association studies for rice seed germination under drought stress using 3VmrMLM. Food and Energy Security, 13: e529.
Go to original source...
- Zain N., Ismail M., Mahmood M., Puteh A., Ibrahim M. (2014): Alleviation of water stress effects on MR220 rice by application of periodical water stress and potassium fertilization. Molecules, 19: 1795-1819.
Go to original source...
Go to PubMed...
- Zhang H., Li J., Quan T. (2023): Strengthening or weakening: The impact of an aging rural workforce on agricultural economic resilience in China. Agriculture, 13: 1436.
Go to original source...
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