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Beyond Rainfall: A Conceptual Framework for Multi-Hazard Weather-Based Insurance Adoption Among Small-Scale Tobacco Farmers in Zimbabwe


Authors : Takawira Chirume; Dr. Tapiwa Joel Furusa

Volume/Issue : Volume 11 - 2026, Issue 10 - October


Google Scholar : https://tinyurl.com/3thwjke5

DOI : https://doi.org/10.38124/ijisrt/26Oct1095

Note : A published paper may take 4-5 working days from the publication date to appear in PlumX Metrics, Semantic Scholar, and ResearchGate.


Abstract : Smallholder tobacco farmers in Mashonaland West Province, Zimbabwe, face increasing exposure to multihazard climate catastrophes, including drought, excessive rainfall, hail, and windstorms. Although weather-based crop insurance is promoted as a climate risk-financing tool, most products rely on single rainfall indices that poorly capture localized perils, creating basis risk and low renewal rates. This conceptual paper develops an integrated adoption framework that moves beyond rainfall. Combining Protection Motivation Theory [PMT] and Diffusion of Innovations Theory [DOI], the paper explains adoption intention as a function of threat appraisal, coping appraisal, innovation attributes, affordability, and institutional trust. To bridge the gap between adoption and actual resilience, the paper proposes the original Climate Catastrophe Agricultural Insurance and Resilience [CCAIR] Model with six pillars: Catastrophe intelligence, Contract matching, Affordable financing, Information integrity, Rapid recovery, and Resilience learning. The model specifies hazardspecific product design, inclusive premium financing, and measurable post-event recovery outcomes. A sequential mixedmethods validation protocol is outlined for Mashonaland West, comprising documentary review, farmer surveys, key informant interviews, and historical index-loss back-testing. The paper does not report primary data; all relationships are propositional and await empirical testing.

Keywords : Weather-Index Insurance; Multi-Hazard; Basis Risk; Protection Motivation Theory; Diffusion of Innovations; CCAIR Model; Smallholder Tobacco; Zimbabwe.

References :

  1. Insurance and Pensions Commission. (2023). IPEC 2023 annual report. https://ipec.co.zw/
  2. Insurance Council of Zimbabwe. (2025). Agriculture weather index and yield index insurance: Providing resilience and food security. https://www.icz.co.zw/agriculture-weather-index-and-yield-index-insurance-providing-resilience-and-food-security/
  3. Maddux, J. E., & Rogers, R. W. (1983). Protection motivation and self-efficacy: A revised theory of fear appeals and attitude change. Journal of Experimental Social Psychology, 19(5), 469–479. https://doi.org/10.1016/0022-1031(83)90023-9
  4. Maireva, C. (2023). The perception of smallholder farmers toward micro-insurance as a risk coping strategy in Zimbabwe. Agricultural Socio-Economics Journal, 23(1), 77–87. https://doi.org/10.21776/ub.agrise.2023.023.1.10
  5. Morsink, K., Clarke, D. J., & Mapfumo, S. (2016). How to measure whether index insurance provides reliable protection (Policy Research Working Paper No. 7744). World Bank. https://documents.worldbank.org/en/publication/documents-reports/documentredirects?url=%2Fcurated%2Fen%2F2016%2F07%2F26578448%2Fmeasure-whether-index-insurance-provides-reliable-protection
  6. Rogers, E. M. (2003). Diffusion of innovations (5th ed.). Free Press.
  7. Rogers, R. W. (1975). A protection motivation theory of fear appeals and attitude change. The Journal of Psychology, 91(1), 93–114. https://doi.org/10.1080/00223980.1975.9915803
  8. Smith, V. H. (2016). Producer insurance and risk management options for smallholder farmers. The World Bank Research Observer, 31(2), 271–289. https://doi.org/10.1093/wbro/lkw002
  9. World Bank. (2025). Rethinking resilience: Adapting to a changing climate. https://www.worldbank.org/en/publication/rethinking-resilience
  10. World Bank. (2025, July 8). Does index insurance really work for smallholder farmers? https://blogs.worldbank.org/en/developmenttalk/does-index-insurance-really-work-for-smallholder-farmers-

Smallholder tobacco farmers in Mashonaland West Province, Zimbabwe, face increasing exposure to multihazard climate catastrophes, including drought, excessive rainfall, hail, and windstorms. Although weather-based crop insurance is promoted as a climate risk-financing tool, most products rely on single rainfall indices that poorly capture localized perils, creating basis risk and low renewal rates. This conceptual paper develops an integrated adoption framework that moves beyond rainfall. Combining Protection Motivation Theory [PMT] and Diffusion of Innovations Theory [DOI], the paper explains adoption intention as a function of threat appraisal, coping appraisal, innovation attributes, affordability, and institutional trust. To bridge the gap between adoption and actual resilience, the paper proposes the original Climate Catastrophe Agricultural Insurance and Resilience [CCAIR] Model with six pillars: Catastrophe intelligence, Contract matching, Affordable financing, Information integrity, Rapid recovery, and Resilience learning. The model specifies hazardspecific product design, inclusive premium financing, and measurable post-event recovery outcomes. A sequential mixedmethods validation protocol is outlined for Mashonaland West, comprising documentary review, farmer surveys, key informant interviews, and historical index-loss back-testing. The paper does not report primary data; all relationships are propositional and await empirical testing.

Keywords : Weather-Index Insurance; Multi-Hazard; Basis Risk; Protection Motivation Theory; Diffusion of Innovations; CCAIR Model; Smallholder Tobacco; Zimbabwe.

Paper Submission Last Date
30 - November - 2026

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