A 10-year prospectus for mathematical epidemiology
There is little significant work at the intersection of mathematical and computational epidemiology and detailed psychological processes, representations, and mechanisms. This is true despite general agreement in the scientific community and the general public that human behavior in its seemingly in...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Frontiers Media S.A.
2023-06-01
|
| Series: | Frontiers in Psychology |
| Subjects: | |
| Online Access: | https://www.frontiersin.org/articles/10.3389/fpsyg.2023.986289/full |
| _version_ | 1827930380304384000 |
|---|---|
| author | Mark Orr Henning S. Mortveit Christian Lebiere Pete Pirolli |
| author_facet | Mark Orr Henning S. Mortveit Christian Lebiere Pete Pirolli |
| author_sort | Mark Orr |
| collection | DOAJ |
| description | There is little significant work at the intersection of mathematical and computational epidemiology and detailed psychological processes, representations, and mechanisms. This is true despite general agreement in the scientific community and the general public that human behavior in its seemingly infinite variation and heterogeneity, susceptibility to bias, context, and habit is an integral if not fundamental component of what drives the dynamics of infectious disease. The COVID-19 pandemic serves as a close and poignant reminder. We offer a 10-year prospectus of kinds that centers around an unprecedented scientific approach: the integration of detailed psychological models into rigorous mathematical and computational epidemiological frameworks in a way that pushes the boundaries of both psychological science and population models of behavior. |
| first_indexed | 2024-03-13T06:35:48Z |
| format | Article |
| id | doaj.art-342d73fb2d2e4928bb01195cf9e3b3be |
| institution | Directory Open Access Journal |
| issn | 1664-1078 |
| language | English |
| last_indexed | 2024-03-13T06:35:48Z |
| publishDate | 2023-06-01 |
| publisher | Frontiers Media S.A. |
| record_format | Article |
| series | Frontiers in Psychology |
| spelling | doaj.art-342d73fb2d2e4928bb01195cf9e3b3be2023-06-09T05:15:07ZengFrontiers Media S.A.Frontiers in Psychology1664-10782023-06-011410.3389/fpsyg.2023.986289986289A 10-year prospectus for mathematical epidemiologyMark Orr0Henning S. Mortveit1Christian Lebiere2Pete Pirolli3Network Systems Science and Advanced Computing Division, Biocomplexity Institute, University of Virginia, Charlottesville, VA, United StatesNetwork Systems Science and Advanced Computing Division, Biocomplexity Institute, University of Virginia, Charlottesville, VA, United StatesDepartment of Psychology, Carnegie Mellon University, Pittsburgh, PA, United StatesInstitute for Human and Machine Cognition, Pensacola, FL, United StatesThere is little significant work at the intersection of mathematical and computational epidemiology and detailed psychological processes, representations, and mechanisms. This is true despite general agreement in the scientific community and the general public that human behavior in its seemingly infinite variation and heterogeneity, susceptibility to bias, context, and habit is an integral if not fundamental component of what drives the dynamics of infectious disease. The COVID-19 pandemic serves as a close and poignant reminder. We offer a 10-year prospectus of kinds that centers around an unprecedented scientific approach: the integration of detailed psychological models into rigorous mathematical and computational epidemiological frameworks in a way that pushes the boundaries of both psychological science and population models of behavior.https://www.frontiersin.org/articles/10.3389/fpsyg.2023.986289/fullcognitive modeling of human behaviormathematical modeling and simulationgraph dynamical systemsepidemiologypsychology |
| spellingShingle | Mark Orr Henning S. Mortveit Christian Lebiere Pete Pirolli A 10-year prospectus for mathematical epidemiology Frontiers in Psychology cognitive modeling of human behavior mathematical modeling and simulation graph dynamical systems epidemiology psychology |
| title | A 10-year prospectus for mathematical epidemiology |
| title_full | A 10-year prospectus for mathematical epidemiology |
| title_fullStr | A 10-year prospectus for mathematical epidemiology |
| title_full_unstemmed | A 10-year prospectus for mathematical epidemiology |
| title_short | A 10-year prospectus for mathematical epidemiology |
| title_sort | 10 year prospectus for mathematical epidemiology |
| topic | cognitive modeling of human behavior mathematical modeling and simulation graph dynamical systems epidemiology psychology |
| url | https://www.frontiersin.org/articles/10.3389/fpsyg.2023.986289/full |
| work_keys_str_mv | AT markorr a10yearprospectusformathematicalepidemiology AT henningsmortveit a10yearprospectusformathematicalepidemiology AT christianlebiere a10yearprospectusformathematicalepidemiology AT petepirolli a10yearprospectusformathematicalepidemiology AT markorr 10yearprospectusformathematicalepidemiology AT henningsmortveit 10yearprospectusformathematicalepidemiology AT christianlebiere 10yearprospectusformathematicalepidemiology AT petepirolli 10yearprospectusformathematicalepidemiology |