Enhancing Crop Insurance Decisions with Data-Driven Tools

Farmers face growing production and price risks that traditional Farm Service Agency (FSA) programs and crop insurance only partially address. This article reviews existing decision tools and introduces the Crop Insurance Decision Maker (CIDM), a web-based platform that uses stochastic simulations to project expected net revenues across insurance products and coverage levels. By incorporating farmer risk preferences and county-level data, CIDM improves transparency and supports more informed enrollment in FSA and crop insurance programs. Case studies demonstrate how CIDM enhances risk management decisions, balancing income stability with financial resilience.

Authors

Publication Details

Journal
AgEcon Search (University of Minnesota, USA)
Published
2026-09-11
DOI
https://doi.org/10.22004/ag.econ.410292
Primary Topic
Agricultural risk and resilience
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Enhancing Crop Insurance Decisions with Data-Driven Tools

Enil Serrano, Hunter Biram, Grant Gardner
AgEcon Search (University of Minnesota, USA)
Agricultural risk and resilience
article

Enhancing Crop Insurance Decisions with Data-Driven Tools

Enil Serrano, Hunter Biram, Grant Gardner
article en

Abstract

Farmers face growing production and price risks that traditional Farm Service Agency (FSA) programs and crop insurance only partially address. This article reviews existing decision tools and introduces the Crop Insurance Decision Maker (CIDM), a web-based platform that uses stochastic simulations to project expected net revenues across insurance products and coverage levels. By incorporating farmer risk preferences and county-level data, CIDM improves transparency and supports more informed enrollment in FSA and crop insurance programs. Case studies demonstrate how CIDM enhances risk management decisions, balancing income stability with financial resilience.

AgEcon Search (University of Minnesota, USA)
Openalex Percentile: Top 14%
Agricultural risk and resilience
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.