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Technology Assessment Using Satellite Big Data Analytics for India's Agri-Insurance Sector

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dc.contributor.author Nagendra, Narayan Prasad.
dc.contributor.author Narayanamurthy, Gopalakrishnan.
dc.contributor.author Moser, Roger.
dc.contributor.author Hartmann, Evi.
dc.contributor.author Sengupta, Tuhin.
dc.date.accessioned 2023-02-24T06:25:05Z
dc.date.available 2023-02-24T06:25:05Z
dc.date.issued 2023-03
dc.identifier.citation Narayan Prasad Nagendra, Gopalakrishnan Narayanamurthy, Roger Moser, Evi Hartmann &Tuhin Sengupta (2023). Technology Assessment Using Satellite Big Data Analytics for India's Agri-Insurance Sector. IEEE Transactions on Engineering Management, 70(3), 1099-1113. en_US
dc.identifier.issn 0018-9391
dc.identifier.uri https://doi.org/10.1109/TEM.2022.3159451
dc.identifier.uri http://idr.iimranchi.ac.in:8080/xmlui/handle/123456789/1600
dc.description.abstract Over half of India’s employment is attached to the agriculture sector and their survival is dependent on the performance of farms. The uncertainty in the performance of farms due to weather fluctuations and other risks is tackled by providing insurance cover. However, policymakers’ choice of administrative measures for estimating crop loss has resulted in inaccurate data collection, opened vulnerability to the politicization of the process, and created bottlenecks to operate at scale. These problems have led to skewed timelines for data collation, lack of confidence in the data produced by the agri-insurance providers, and caused long-drawn delays in settling claims made by farmers. In this article, we present a case study on the assessment of using satellite big data as a technology deployed in Northern India to solve the aforementioned problems between the stakeholders in the agri-insurance claim settlement process. Satellite big data based analytics provides an independent data source and decision-making platform for the agri-insurers to conduct an assessment for calculating the indemnity payments. The results showcase how transparency brought in by the satellite big data analytics curbs the plausible exploitation of the claim settlement process and leads to increased efficiency and efficacy in settling farmer claims. en_US
dc.language.iso en en_US
dc.publisher IEEE Transactions on Engineering Management en_US
dc.subject Agriculture en_US
dc.subject Big data analytics en_US
dc.subject Digitalization en_US
dc.subject Satellite imagery en_US
dc.subject India en_US
dc.subject Insurance en_US
dc.subject IIM Ranchi en_US
dc.title Technology Assessment Using Satellite Big Data Analytics for India's Agri-Insurance Sector en_US
dc.type Article en_US
dc.volume 70 en_US
dc.issue 03 en_US


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