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Analysis of wheat farmers’ risk perceptions and attitudes: evidence from Punjab, Pakistan

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Abstract

Agriculture involves multiple risks of which environmental and production threats are major ones. Farmers’ risk attitudes and risk perceptions have a significant role in dealing with their decisions, farm-relevant practices and management exposure to risk. Developing countries have carried out limited research work on the variety of risk management issues. This research work quantifies farmers’ attitudes and perceptions of different types of risks, such as which wheat crop is grown. The study relies on a survey of six wheat-producing districts containing household farms with 402 wheat-producing farmers in Punjab, Pakistan. To discover farmer’ attitudes toward risks, the Equally Likely Certainty Equivalent approach has been employed, with the ranking of farmers’ perceptions of four disastrous risk sources, storm rainfall and hail, drought, high input prices and wheat diseases, using a risk matrix. A probit model was employed to analyze the empirical estimation of factors affecting farmers’ attitudes and perceptions. The findings of the study indicate that the majority of the farmers have a risk-averse nature and consider storm rainfall and hail, drought, high input prices and wheat diseases as major threats to their wheat crops. Empirical findings of the study show that gender, religion, age, farming experience, education, credit, farming area, livestock numbers and off-farm income have significant (positive or negative) effects on farmers’ attitudes toward risk and risk perceptions. The study provides a convenient analysis for farmers, researchers, extension services, the agricultural insurance sector, and agriculture policy makers. Policy makers and researchers need to understand farmers’ risk attitudes and risks, providing them with precise knowledge regarding risks and refined risk management tools, and ensuring the provision of agricultural financing and contemporary agricultural extension services.

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References

  • Abid M, Ashfaq M, Hassan S, Fatima N (2011) A resource use efficiency analysis of small Bt cotton farmers in Punjab, Pakistan. Pak J Agric Sci 48(1):65–71

    Google Scholar 

  • Abid M, Scheffran J, Schneider UA, Ashfaq M (2015a) Farmers’ perception of and adaptation strategies to climate change and their determinants: the case of Punjab Province, Pakistan. Earth Syst Dyn 6:225–243

    Google Scholar 

  • Abid M, Schilling J, Scheffran J, Zulfiqar F (2015b) Climate change vulnerability, adaptation and risk perceptions at farm level in Punjab, Pakistan. Sci Total Environ. https://doi.org/10.1016/j.scitotenv.2015.11.125

    Article  Google Scholar 

  • Agriculture Organization (Ed) (2014) The state of food insecurity in the world 2014: Strengthening the enabling environment for food security and nutrition. Food and Agriculture Organization

  • Ali SA (2007) Agricultural diversification: the potential for underutilized crops in africa’s changing climates. Riv Biliog 100(1):27–37

    Google Scholar 

  • Ali S, Liu Y, Ishaq M, Shah T, Ilyas A, Din IU (2017) Climate change and its impact on the yield of major food crops: evidence from Pakistan. Foods 6(6):39

    Google Scholar 

  • Allen MR, Barros VR, Broome J, Cramer W, Christ R, Church JA, et al (2014) IPCC fifth assessment synthesis report-climate change 2014 synthesis report. IPCC, Cambridge

  • Anderson JR, Dillon JL, Hardaker JE (1977) Agricultural decision analysis. Iowa State University Press

  • Arrow KJ (1964) The role of securities in the optimal allocation of risk bearing. Rev Econ Std 31:91–96

    Google Scholar 

  • Ashfaq M, Hassan S, Naseer MZ, Baig IA, Asma J (2008) Factors affecting farm diversification in rice–wheat. Pak J Agric Sci 45(3):91–94

    Google Scholar 

  • Asseng S, Ewert F, Martre P, Rötter RP, Lobell DB, Cammarano D et al (2015) Rising temperatures reduce global wheat production. Nat Clim Change 5(2):143

    Google Scholar 

  • Attri SD, Rathore LS (2003) Simulation of the impact of projected climate change on wheat in India. Int J Climatol 23(6):693–705

    Google Scholar 

  • Ayinde OE (2008) Effect of socio-economic factors on risk behavior of farming households: an empirical evidence of small-scale crop producers in Kwara State. Agric J 3(6):447–453

    Google Scholar 

  • Bhatta GD, Aggarwal PK, Poudel S, Belgrave DA (2016) Climate-induced migration in South Asia: migration decisions and the gender dimensions of adverse climatic events. J Rural Community Dev 10(4):1–23

    Google Scholar 

  • Binici T, Koc AA, Zulauf CR, Bayaner A (2003) Risk attitude of farmers in terms of risk aversion: a case study of lower Seyhan plain farmers in Adana Province, Turkey. Turk J Agric For 27(2003):305–312

    Google Scholar 

  • Boomiraj K, Chakrabarti B, Aggarwal PK, Choudhary R, Chander S (2010) Assessing the vulnerability of Indian mustard to climate change. Agr Ecosyst Environ 138(3–4):265–273

    Google Scholar 

  • BOS (2014) Punjab bureau of statistics. Statistical supplement government of Punjab, Pakistan

  • Cardenas JC, Carpenter J (2013) Risk attitudes and economic well-being in Latin America. J Dev Econ 103:52–61

    Google Scholar 

  • Challinor AJ, Watson J, Lobell DB, Howden SM, Smith DR, Chhetri N (2014) A meta-analysis of crop yield under climate change and adaptation. Nat Clim Change 4(4):287

    Google Scholar 

  • Chaudhary P, Aryal KP (2009) Global warming in Nepal: challenges and policy imperatives. For Livelihood 8(2009):3–13

    Google Scholar 

  • Cohen A, Einav L (2007) Estimating risk preferences from deductible choice. Am Econ Rev 97(3):745–788

    Google Scholar 

  • Cooper DF, Grey S, Raymond G, Walker P (2005) Project risk management guidelines. Wiley, Hoboken

    Google Scholar 

  • Dadzie SKN, Acquah HD (2012) Attitudes toward risk and coping responses: the case of food crop farmers at Agona Duakwa in Agona East District of Ghana. Int J Agric For 2(2):29–37. https://doi.org/10.5923/j.ijaf.20120202.06

    Article  Google Scholar 

  • Deressa TT, Ringler C, Hassan RM (2010) Factors affecting the choices of coping strategies for climate extremes. The case of farmers in the Nile Basin of Ethiopia. (IFPRI Discussion Paper). http://cdm15738.contentdm.oclc.org/utils/getfile/collection/p15738coll2/id/5198/filename/5199.pdf. Accessed 7 Nov 2015

  • Drollette SA (2009) Managing production risk in agriculture. (AG/ECON/2009-03RM). U.S. Department of Agriculture, Noelle E. Cockett, Vice President for Extension and Agriculture, Utah State University. https://extension.usu.edu/agribusiness/files/uploads/factsheets/Risk%20Management/Managing%20Production%20Risk.pdf. Accessed 19 Nov 2015

  • Economic Survey of Pakistan (2015–16) Pakistan bureau of statics. Statistical supplements government of Pakistan

  • e Saqib S, Ahmad MM, Panezai S, Ali U (2016a) Factors influencing farmers’ adoption of agricultural credit as a risk management strategy: the case of Pakistan. Int J Disaster Risk Reduct 17:67–76

    Google Scholar 

  • Fischer G, Shah M, Tubiello FN, Van Velhuizen H (2005) Socio-economic and climate change impacts on agriculture: an integrated assessment, 1990–2080. Philos Trans R Soc B 360(1463):2067–2083

    Google Scholar 

  • Flaten O, Lien G, Koesling M, Valle PS, Ebbesvik M (2005) Comparing risk perceptions and risk management in organic and conventional dairy farming: empirical results from Norway. Livest Prod Sci 95:11–25. https://doi.org/10.1016/j.livprodsci.2004.10.014

    Article  Google Scholar 

  • de Fraiture C, Wichelns D, Rockstrom J, Kemp-Benedict E, Eriyagama N, Gordon LJ, Karlberg L (2007) Looking ahead to 2050: scenarios of alternative investment approaches (No. H040196). International Water Management Institute

  • French DP, Sutton S, Kinmonth AL, Marteau TM (2006) Assessing perceptions of risks due to multiple hazards. J Risk Res 9(6):657–682

    Google Scholar 

  • Gattig A, Hendrickx L (2007) Judgmental discounting and environmental risk perception: dimensional similarities, domain differences, and implications for sustainability. J Soc Issues 63(1):21–39

    Google Scholar 

  • Girard CL, Matte JJ (2005) Effects of intramuscular injections of vitamin B12 on lactation performance of dairy cows fed dietary supplements of folic acid and rumen-protected methionine. J Dairy Sci 88(2):671–676

    Google Scholar 

  • Gorst A, Groom B, Dehlavi A (2015) Crop productivity and adaptation to climate change in Pakistan. Centre for climate change economics and policy, working paper no. 214

  • Hardaker J, Huirne R, Anderson J (1997) Coping with risk in agriculture, 2nd edn. CABI, Wallingford

    Google Scholar 

  • Hardaker JB, Huirne RBM, Anderson JR, Lien G (2004) Coping with risk in agriculture. CABI, Wallingford

    Google Scholar 

  • Harrison GW, Lau MI, Rutström EE (2007) Estimating risk attitudes in Denmark: a field experiment. Scand J Econ 109(2):341–368

    Google Scholar 

  • Harwood JL, Heifner R, Coble K, Perry J, Somwaru A (1999) Managing risk in farming: concepts, research, and analysis. Washington, DC: US Department of Agriculture, Economic Research Service. http://www.ers.usda.gov/media/1761672/aer774.pdf. Accessed 15 Oct 2015

  • Iqbal MA, Ping Q, Abid M, Kazmi SMM, Rizwan M (2016) Assessing risk perceptions and attitude among cotton farmers: a case of Punjab province, Pakistan. Int J Disaster Risk Reduct 16:68–74

    Google Scholar 

  • Kisaka-Lwayo M, Obi A (2012) Risk perceptions and management strategies by smallholder farmers in KwaZulu-Natal Province, South Africa. Int J Agric Manag 1(3):28–39

    Google Scholar 

  • Kouamé EBH (2010) Risk, risk aversion and choice of risk management. Strategies by cocoa farmers in western Côte d’Ivoire. Paper presented at the CSAE conference 2010: economic development in Africa, St Catherine’s College, Oxford, 21–23 March 2010

  • Kreft S, Eckstein D, Dorsch L, Fischer L (2016) Global climate risk index 2016: who suffers most from extreme weather events? Weather-related loss events in 2014 and 1995–2014. German watch eV, Bonn

    Google Scholar 

  • Kukal MS, Irmak S (2018) Climate-driven crop yield and yield variability and climate change impacts on the US great plains agricultural production. Sci Rep 8(1):3450

    Google Scholar 

  • Liu B (2012) Sentiment analysis and opinion mining. Synth Lect Hum Lang Technol 5(1):1–167

    Google Scholar 

  • Liu EM (2013) Time to change what to sow: risk preferences and technology adoption decisions of cotton farmers in China. Rev Econ Stat 95(4):1386–1403

    Google Scholar 

  • Lobell DB, Gourdji SM (2012) The influence of climate change on global crop productivity. Plant Physiol 160(4):1686–1697

    Google Scholar 

  • Lucas MP, Pabuayon IM (2011) Risk perceptions, attitudes, and influential factors of rain fed lowland rice farmers in Ilocos Norte, Philippines. Asian J Agric Dev 8(2):61–77

    Google Scholar 

  • Manandhar S, Pratoomchai W, Ono K, Kazama S, Komori D (2015) Local people’s perceptions of climate change and related hazards in mountainous areas of northern Thailand. Int J Disaster Risk Reduct. 11:47–59

    Google Scholar 

  • Mesfin W, Fufa B, Haji J (2011) Pattern, trend and determinants of crop diversification: empirical evidence from smallholders in Eastern Ethiopia. J Econ Sustain Dev 2(8):78–89

    Google Scholar 

  • Mosley P, Verschoor A (2005) Risk attitudes and the ‘vicious circle of poverty’. Eur J Dev Res 17(1):59–88

    Google Scholar 

  • Musser WN, Patrick GF (2001) How much does risk really matter to farmers? In: Just RE, Pope RD (eds) A comprehensive assessment of the role in U.S. agriculture. Kluwer, Norwell, pp 537–555

    Google Scholar 

  • Nicol RM, Ortmann GF, Ferrer SR (2007) Perceptions of key business and financial risks by large-scale sugarcane farmers in KwaZulu-Natal in a dynamic socio-political environment. Agrekon 46(3):351–370

    Google Scholar 

  • Ogurtsov VA, Van Asseldonk MPAM, Huirne RBM (2008) Assessing and modeling catastrophic risk perceptions and attitudes in agriculture: a review. NJAS-Wageningen J Life Sci 56(1–2):39–58

    Google Scholar 

  • Olarinde LO, Manyong VM, Akintola JO (2007) Attitudes towards risk among maize farmers in the dry Savanna zone of Nigeria: some prospective policies for improving food production. Afr J Agric Res 2(8):399–408

    Google Scholar 

  • Ono K, Kawagoe S, Kazama S (2010) Analysis of the risk distribution of slope failure in Thailand by the use of GIS data. In: Christodoulou G, Stamou AI (eds) Environmental hydraulics. Taylor & Francis, London, pp 1189–1194

    Google Scholar 

  • PBS (2015–16) Pakistan bureau of statics. Statistical supplements government of Pakistan

  • Peng CYJ, Lee KL, Ingersoll GM (2002) An introduction to logistic regression analysis and reporting. J Educ Res 96(1):3–14

    Google Scholar 

  • Pratt JW (1964) Risk aversion in the small and in the large. Econom J 32(1):122–136

    Google Scholar 

  • Raskin R, Cochran MJ (1986) Interpretations and transformations of scale for the Pratt-Arrow absolute risk aversion coefficient: implications for generalized stochastic dominance. West J Agric Econ 11:204–210

    Google Scholar 

  • Rehima M, Belay K, Dawit A, Rashid S (2013) Factors affecting farmers’ crops diversification: evidence from SNNPR, Ethiopia. Int J Agric Sci 3(6):558–565

    Google Scholar 

  • Saqib SE, Ahmad MM, Panezai S, Rana IA (2016b) An empirical assessment of farmers’ risk attitudes in flood-prone areas of Pakistan. Int J Disaster Risk Reduct 18:107–114

    Google Scholar 

  • Sarwar B, Saeed R (2013) Risk perception and risk management strategies by farmers in agriculture sector of Pakistan scientific papers series. Manag Econ Eng Agric Rural Dev 13(3):267–270

    Google Scholar 

  • Singla S, Sagar M (2012) Integrated risk management in agriculture: an inductive research. J. Risk Finance 13(3):199–214. https://doi.org/10.1108/15265941211229235

    Article  Google Scholar 

  • Smidts A (1990) Decision making under risk: a study of models and measurement procedures with special reference to the farmer′s marketing behavior. Agricultural University

  • Tavernier EM, Onyango BM (2008) Utilization of farm management Risk strategies at rural/urban fringe. Afr J Agric Res 3(8):554–565

    Google Scholar 

  • Teixeira EI, Fischer G, van Velthuizen H, Walter C, Ewert F (2013) Global hot-spots of heat stress on agricultural crops due to climate change. Agric For Meteorol 170:206–215

    Google Scholar 

  • Torkamani J (2005) Using a whole-farm modeling approach to assess prospective technologies under uncertainty. Agric Syst 85(2):138–154

    Google Scholar 

  • Turral H, Burke JJ, Faurès JM (2011) Climate change, water and food security. FAO, Rome

    Google Scholar 

  • Ullah R, Jourdain D, Shivakoti GP, Dhakal S (2015a) Managing catastrophic risks in agriculture: simultaneous adoption of diversification and precautionary savings. Int J Disaster Risk Reduct 12:268–277. https://doi.org/10.1016/j.ijdrr.2015.02.001

    Article  Google Scholar 

  • Ullah R, Shivakoti GP, Ali G (2015b) Factors effecting farmers’ risk attitude and risk perceptions: the case of Khyber Pakhtunkhwa, Pakistan. Int J Disaster Risk Reduct 13:151–157. https://doi.org/10.1016/j.ijdrr.2015.05.005

    Article  Google Scholar 

  • Ullah R, Shivakoti GP, Rehman M, Kamran MA (2015c) Catastrophic risks management at the farm: the use of diversification, precautionary saving and agricultural credit. Pak J Agric Sci 52(4):1139–1147

    Google Scholar 

  • USDA (2015) United states department of agriculture, natural agricultural statistics service, 2015. https://www.nass.usda.gov/Publications/Ag_Statistics/2015/Ag_Stats_2015_complete%20publication.pdf

  • Wang JX, Roush ML (2000) What every engineer should know about risk engineering and management. Marcel Dekker, New York

    Google Scholar 

  • Wang E, Cresswell H, Bryan B, Glover M, King D (2009) Modeling farming systems performance at catchment and regional scales to support natural resource management. NJAS-Wageningen J Life Sci 57(1):101–108

    Google Scholar 

  • Ward PS, Singh V (2015) Using field experiments to elicit risk and ambiguity preferences: behavioral factors and the adoption of new agricultural technologies in rural India. J Dev Stud 51(6):707–724

    Google Scholar 

  • Yapici G, Ögenler O, Kurt AÖ, Koçaş F, Şaşmaz T (2017) Assessment of environmental attitudes and risk perceptions among University Students in Mersin, Turkey. J Environ Public Health, 2017

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Ahmad, D., Afzal, M. & Rauf, A. Analysis of wheat farmers’ risk perceptions and attitudes: evidence from Punjab, Pakistan. Nat Hazards 95, 845–861 (2019). https://doi.org/10.1007/s11069-018-3523-5

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