Special Issue "Insurance: Spatial and Network Data"
A special issue of Risks (ISSN 2227-9091).
Deadline for manuscript submissions: 31 October 2020.
Interests: actuarial science; predictive modeling; computational science; statistics and econometrics; risks; visualization; data science
The insurance industry is overwhelmed by data, even more so than in the past. With telematics, and more generally connected objects, insurers now have more information about the spatial components of risks. In motor insurance, how can we use spatial information to more fairly price insurance products, either based on locations (where the drive lives and where (s)he works) or on length of trajectories. Should those products still be on a yearly basis, or should they be based on the distance driven? In household insurance, how can we incorporate old information (about flood) or additional information (about burglaries in the neighborhood)?
In some cases, insurers also have information about connections (a more general word for “friends”) about some insured. Such information can be used to create peer-to-peer insurance products, based on natural homophilia ("birds of a feather flock together"—individuals associate and bond with similar others) of friends’ networks, which can be seen as another way of creating risks categories (classically based on shared covariates). Peer effects can also be important in prevention for instance. Another popular kind of networks are family trees. Does having information of relatives (ancestors, cousins, etc.) affect predictive probabilities, in heath or like insurance? Networks can also be used on a more macro level, to assess solvency of insurance companies, based on the small number of reinsurance companies.
Moving from these considerations, this Special Issue aims to compile high quality papers that offer a discussion of the state-of-the-art, or introduce new theoretical or practical developments in this field. We welcome papers related, but not limited to, the following topics:
- Use of telematic data in motor insurance
- Family history for life insurance
- Peer to peer insurance
- Peer effects and risk prevention
- Insurance with friends and fraud issues
Prof. Dr. Arthur Charpentier
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All papers will be peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Risks is an international peer-reviewed open access quarterly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 1000 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.
- spatial risk factors
- spatial heterogeneity
- spatial smoothing
- telematic data
- peer effects
- networks and contagion
- pooling risks on networks
- sampling on networks
- covariates and homophily