Crop insurance loss experience, ratings changes, and impacts on participants

2014 ◽  
Vol 74 (4) ◽  
pp. 443-463 ◽  
Author(s):  
Bruce J. Sherrick ◽  
Gary D. Schnitkey ◽  
Joshua D. Woodward

Purpose – The purpose of this paper is to provide empirical information about the past loss experience in major US crop insurance programs, and documents the impacts of ratings changes through time on the premiums and exposure to participants. The losses are also examined within the structure of the current SRA to identify impacts on insurance companies and the government by fund designation. Design/methodology/approach - The study uses RMA Summary of Business data and methods consistent with the use of loss-cost ratemaking to analyze loss performance across years with different starting prices and volatilities. Additionally, the RMA premium quoting system was replicated across years with the ability to adjust only one feature at a time to isolate the impacts of changes in individual rating elements from changes in market conditions. Tabulations are provided in map and table form to present the loss ratios through time, in aggregate across time, and within each of the possible funds in which exposures are held. Additionally, the tools developed allow a direct tabulation of the farmer-level premium impacts of individual changes in the policy premium system, and of changing conditions over time. Findings – Corn and soybeans represent dominant shares of aggregate policy premiums and liability, and also are the crops that underwent the greatest degree of revision in rates over the recent past both due to rate study implications, and to loss rate experience. Despite commonly made arguments that payments associated with the drought of 2012 “more than wiped out all historic gains,” it appears that insurance worked very much as intended and that the loss ratios through time are within reasonable ranges of targets. Fund designation, and the separation under the most recent SRA of Group 1 and Group 2 states substantially dampened the loss sharing and ability to capture gains by private companies, and leads to fairly low rates of return on a pure fund-loss sharing basis for insurance companies. Finally, despite the extreme losses of 2012, the aggregate performance of corn relative to the remainder of the program exhibits lower than average loss rates both in aggregate and on a scale-adjusted basis. Practical implications – The study provides an important means to isolate and assess implications of rate changes, and to associate causes of losses with rate charges. Additionally, the structure of the SRA, and possible future versions of the SRA are informed by both the aggregate, and the normalized performance results provided. And, the relative performance of major row, crops even with recent extreme losses, appears appropriate or positive to insurance companies after considering the impacts of the SRA on company exposure. In total, the evidence points toward appropriate movement toward target overall loss ratios in the US crop insurance program. Originality/value – This paper provides an extensive empirical evaluation of ratings for major crop insurance policies and provides a unique means to decompose sources of changes in premiums and rates across locations and through time. It also provides an evaluation of the performance of crop insurance post-SRA in a manner that allows both totals and scale-adjusted performance to be assessed.

2019 ◽  
Vol 1 (1) ◽  
pp. 82-95
Author(s):  
Ning Ma ◽  
Can Li ◽  
Yang Zuo

Purpose Forest insurance is a popular way to reduce the loss of forest disasters, so it is necessary to actively involve stakeholders. In the multi-agent simulation model, the government, insurance companies and forest farmers participate as three main stakeholders. The purpose of this paper is to mainly simulate the behavior of forest farmers under different environmental variables in order to find the important factors affecting the coverage of forest insurance, so as to improve the ability of forest farmers to resist risks in the face of disasters. Design/methodology/approach In the simulation process, the decision-making rule of a forest farmer’s purchasing behavior is a binary selection chain, which is created at random. Forest farmer agents who adapt to the environment will remain; on the contrary, those will be eliminated. The eliminated agents will renew their behavior selection chains through learning others’ successful behavior based on genetic algorithm. The multi-agent mode is set up on the Eclipse platform by using Java language. Findings The adjustment simulation experiments of insurance premium, insurance subsidy and forest area were carried out. According to the result, conclusions and suggestions are as follows: at present, government subsidies are necessary for the implementation of forest insurance; in the future, with the expansion of the insured forest area and the upgrading and large-scale operation of forest farms, forest farmers will be more willing to join forest insurance program, and, then, the implementation of forest insurance no longer requires government subsidies for forest insurance premiums. Originality/value This paper explores the impact of three important factors on the implementation of forest insurance.


2021 ◽  
Vol 892 (1) ◽  
pp. 012076
Author(s):  
D Kusumaningrum ◽  
K Aldyan ◽  
V A Sutomo ◽  
D Saraswati ◽  
G Ariyan ◽  
...  

Abstract Indonesia’s Rice Crop Insurance (AUTP) scheme has successfully protected farmers from significant crop losses due to natural disasters. However, the current amount of AUTP’s compensation is still unable to accommodate farmer’s financing costs (i.e., unpaid micro-loan and its interests) to support crops production. This results in higher micro-loan risk and hinder the sustainability of farming enterprises. In this regard, the existing People’s Business Credit (KUR) should supposedly be accessible as a micro-loan source to help farmers fund their farms. This study has two objectives: (1) formulate an integration scheme between KUR and AUTP, and (2) determine the appropriate insurance premiums to meet the farmer’s operational and financing costs. This research used 100,000 Monte Carlo Simulations using lognormal distributions with assumptions based on the results of focus group discussion and in-depth interviews with farmer groups, the local Agriculture Service, and micro-loan distributors, as well as the data from the Ministry of Agriculture from the period of 2018–2020. Additionally, Individual Area Yield Index (I-AYI) policy and loss ratio is used to determine and evaluate the new integrated crop insurance premiums. The study revealed that the farmers expect affordable, accessible, and beneficial insurance products with premium subsidies bundled with KUR. Therefore, the government should develop an integration of crop insurance with KUR and determine the affordable premium calculations along with the insurance companies. Based on the simulation results, the total pure premium is estimated around IDR 1 million for a minimum KUR loan of IDR 8 million (suitable for farming costs).


2020 ◽  
Vol 47 (4) ◽  
pp. 461-481
Author(s):  
Pankaj Singh ◽  
Gaurav Agrawal

PurposeAgriculture insurance is the panacea for the farming community. Many policy interventions were implemented for stimulating agriculture insurance access to farmers in India. However, access to agriculture insurance constantly remained one of the major challenges to Indian policy planners. The goal of the present paper is to explore current policy interventions in the area of agriculture insurance in India.Design/methodology/approachThe present paper reviews and analyzes the evidence literature through a content analysis method on development and performance analysis perspective of existing agriculture insurance schemes in India.FindingsAgriculture insurance is a significant risk management policy, but this is not easily reachable to the majority of farmers in India. The government of India introduces a novel agriculture scheme every decade, but every crop insurance scheme was inconsistent and ineffective owing to operational defects. Agriculture insurance in India is still developing in terms of coverage, scope, and exposure, but farmers' dissatisfaction about agriculture insurance turned out to be a negative word of mouth. Insurance illiteracy and farmers' preference for agriculture relief payments are the main reasons for limited access to agriculture insurance. The current crop insurance schemes are improperly operated because of implementation issues at the state level.Research limitations/implicationsThis paper will be useful for researchers and academicians to analyze the past and present status of crop insurance in India.Originality/valueThe paper is the unique work of the authors as it has attempted to present India's journey with agriculture insurance. An effort is made in the present study to provide a comprehensive and holistic developmental and performance analysis perspective of agriculture insurance in India.


2014 ◽  
Vol 74 (4) ◽  
pp. 539-554 ◽  
Author(s):  
Petri Liesivaara ◽  
Sami Myyrä

Purpose – The purpose of this paper is to investigate the demand for crop insurance. Moreover, farmer willingness to pay (WTP) for crop insurance was derived. Factors affecting the demand were also examined in a country where crop insurance products are not currently available. Sensitivity analysis was conducted by studying the price-anchoring effect. Design/methodology/approach – Data from a choice experiment (CE) were analyzed with mixed logit models and the distribution of farmer WTP for crop insurance was derived. A split sample approach with varying premium vectors was used to analyze the price-anchoring effect. Findings – Demand was revealed for crop insurance products in Finland. The demand was higher among younger farmers and farms with more arable land. WTP for crop insurance products was very sensitive to the premium interval presented in the CE design. Research limitations/implications – The price-anchoring effect may disrupt the market development of crop insurance products, because insurance companies may take advantage of the lack of awareness among farmers of crop insurance pricing. Practical implications – The insurance product expected indemnity was a more important factor than the deductible in determining farmer WTP for crop insurance. Therefore, the 30 percent deductible level set for subsidized crop insurance products is not an obstacle for the development of such products in the EU. Originality/value – The study applied a well-known method (CE) to crop insurance in a country where these products are non-existent. The split sample approach was used to examine the price-anchoring effect on crop insurance.


2014 ◽  
Vol 41 (2) ◽  
pp. 94-108 ◽  
Author(s):  
Ariel Atzil ◽  
Eli Feinerman

Purpose – Enabling decision-makers in Israel to better assess the prospects of government policies aimed at changing inter-generation income distribution for the benefit of the retirees. Design/methodology/approach – Based on a comprehensive data set, the paper utilizes multivariate ordered-probit regression for empirical investigation of the motivations for support between parents and children in Israel. Findings – The main finding is that child-parent support in Israel is usually driven by a combination of exchange and altruistic motives, rather than altruism alone. Practical implications – Child-parent support will not reduce the impact of governmental policies aimed at redistributing income among different generations. If the Government of Israel raises the income level of its citizens aged 65 and over, the improvement in this population's condition will most probably be bigger than that caused directly by the amount the government has added to their income. Originality/value – Empirical evaluation of the motivations for support given by children to their retired parents in Israel. Israel is a multicultural, immigrant country, home to people originating from all over the world, which provides an interesting cross-cultural perspective. In addition, the underlying database used in this study includes much more information than most databases utilized by earlier studies.


2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Wenbin Wu ◽  
Ximing Wu ◽  
Yu Yvette Zhang ◽  
David Leatham

PurposeThe purpose of this paper is to bring out the development of a flexible model for nonstationary crop yield distributions and its applications to decision-making in crop insurance.Design/methodology/approachThe authors design a nonparametric Bayesian approach based on Gaussian process regressions to model crop yields over time. Further flexibility is obtained via Bayesian model averaging that results in mixed Gaussian processes.FindingsSimulation results on crop insurance premium rates show that the proposed method compares favorably with conventional estimators, especially when the underlying distributions are nonstationary.Originality/valueUnlike conventional two-stage estimation, the proposed method models nonstationary crop yields in a single stage. The authors further adopt a decision theoretic framework in its empirical application and demonstrate that insurance companies can use the proposed method to effectively identify profitable policies under symmetric or asymmetric loss functions.


2018 ◽  
Vol 25 (4) ◽  
pp. 1039-1061 ◽  
Author(s):  
Nicole F. Stowell ◽  
Martina Schmidt ◽  
Nathan Wadlinger

Purpose The purpose of this paper is to make readers aware of the extensiveness of healthcare fraud in the USA and how it involves and affects the government, healthcare providers, insurance companies, patients and the public. In addition, recommendations are made that may help control this pervasive type of fraud. Design/methodology/approach A range of different journal publications, information from government health institutions and law enforcement websites, healthcare fraud cases and healthcare laws are used as a basis to provide information about how fraudsters are committing healthcare fraud and how to prevent this fraud from occurring. Findings Despite increased funding and prosecution efforts by the government, healthcare fraud continues to be a major threat to the US economy and public. While healthcare fraud will never be eradicated, specific efforts can be deployed to help rein in these complex fraud schemes. Practical implications The paper provides a useful resource of information on healthcare fraud for healthcare providers, insurance companies, patients and the public that may help combat healthcare fraud and prevent financial losses. Social implications Every dollar saved from combating fraud could be used to improve access to more or better health services and can, thereby, save lives. Originality/value This paper provides recommendations regarding healthcare fraud that could help prevent this large drain on the US economy.


2020 ◽  
Vol 8 (1) ◽  
pp. 87-97
Author(s):  
Nana Diana ◽  
Tati Apriani

This study aims to examine the influence of investment returns and Risk Based Capital (RBC) Tabarru Funds to the profit of sharia life insurance in Indonesia from 2014-2019. This study The type of this research is quantitative research with descriptive verification as a method. This research method uses descriptive verification method with quantitative approach. The data used in this study were sourced from the financial statements of Islamic life insurance companies in Indonesia for the 2014-2019 period. Then the data obtained were analyzed using multiple linear regression analysis and hypothesis testing consisting of t test and f test with the help of SPSS 21 software. The sampling technique uses non probability sampling with purposive sampling technique. Based on the results of the study it can be seen that the development of investment returns on Sharia Life Insurance in Indonesia has fluctuated and even suffered losses. While the development of Risk Based Capital (RBC) has increased and decreased but overall above 120% as determined by the government. Likewise, the profits earned in each year fluctuate. The results of statistical tests show that investment results partially have a positive effect on profit and Risk Based Capital (RBC) of Tabarru funds partially has a negative effect on profit. Simultaneously investment return and Risk Based Capital (RBC) affect on profit. In addition, the results of the coefficient of determination (R2) were obtained which obtained a value of 81%. This shows that the variable investment returns and Risk Based Capital (RBC) can affect earnings by 81% and the remaining 19% is influenced by other variables not used in this study.


2019 ◽  
Vol 13 (1) ◽  
pp. 88-102
Author(s):  
Sajeev Abraham George ◽  
Anurag C. Tumma

Purpose The purpose of this paper is to benchmark the operational and financial performances of the major Indian seaports to help derive useful insights to improve their performance. Design/methodology/approach A two-stage data envelopment analysis (DEA) methodology has been used with the help of data collected on the 13 major seaports of India. The first stage of the DEA captured the operational efficiencies, while the second stage the financial performance. Findings A window analysis over a period of three years revealed that no port was able to score an overall average efficiency of 100 per cent. The study identified the better performing units among their peers in both the stages. The contrasting results of the study with the traditional operational and financial performance measures used by the ports helped to derive useful insights. Research limitations/implications The data used in the study were majorly limited to the available sources in the public domain. Also, the study was limited to the major seaports which are under the Government of India and no comparisons were carried out with other local or international ports. Practical implications There is a need to prioritize investments and improvement efforts where they are most needed, instead of following a generalized approach. Once the benchmark ports are identified, the port authorities and other relevant stakeholders should work in detail on the factors causing inefficiencies, for possible improvements in performance. Originality/value This paper carried out a two-stage DEA that helped to derive useful insights on operational efficiency and financial performance of the India seaports. A combination of the financial and operational parameters, along with a comparison of the DEA results with the traditional measures, provided a different perspective on the Indian seaport performance. Considering the scarcity of research papers reported in the literature on DEA-based benchmarking studies of seaports in the Indian context, it has the potential to attract future research in this field.


2020 ◽  
Vol 33 (4/5) ◽  
pp. 323-331
Author(s):  
Mohsen pakdaman ◽  
Raheleh akbari ◽  
Hamid reza Dehghan ◽  
Asra Asgharzadeh ◽  
Mahdieh Namayandeh

PurposeFor years, traditional techniques have been used for diabetes treatment. There are two major types of insulin: insulin analogs and regular insulin. Insulin analogs are similar to regular insulin and lead to changes in pharmacokinetic and pharmacodynamic properties. The purpose of the present research was to determine the cost-effectiveness of insulin analogs versus regular insulin for diabetes control in Yazd Diabetes Center in 2017.Design/methodology/approachIn this descriptive–analytical research, the cost-effectiveness index was used to compare insulin analogs and regular insulin (pen/vial) for treatment of diabetes. Data were analyzed in the TreeAge Software and a decision tree was constructed. A 10% discount rate was used for ICER sensitivity analysis. Cost-effectiveness was examined from a provider's perspective.FindingsQALY was calculated to be 0.2 for diabetic patients using insulin analogs and 0.05 for those using regular insulin. The average cost was $3.228 for analog users and $1.826 for regular insulin users. An ICER of $0.093506/QALY was obtained. The present findings suggest that insulin analogs are more cost-effective than regular insulin.Originality/valueThis study was conducted using a cost-effectiveness analysis to evaluate insulin analogs versus regular insulin in controlling diabetes. The results of study are helpful to the government to allocate more resources to apply the cost-effective method of the treatment and to protect patients with diabetes from the high cost of treatment.


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