Learning in an interactive simulation tool against landslide risks: the role of strength and availability of experiential feedback
Feedback via simulation tools is likely to help people improve their decision-making against natural disasters. However, little is known on how differing strengths of experiential feedback and feedback's availability in simulation tools influence people's decisions against landslides. W...
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doaj-22005a58635f4c0d9b3c7608883f32cc2020-11-25T01:39:15ZengCopernicus PublicationsNatural Hazards and Earth System Sciences1561-86331684-99812018-06-01181599161610.5194/nhess-18-1599-2018Learning in an interactive simulation tool against landslide risks: the role of strength and availability of experiential feedbackP. Chaturvedi0P. Chaturvedi1A. Arora2A. Arora3V. Dutt4Applied Cognitive Science Laboratory, Indian Institute of Technology, Mandi 175005, IndiaDefence Terrain Research Laboratory, Defence Research and Development Organization, Delhi 110054, IndiaApplied Cognitive Science Laboratory, Indian Institute of Technology, Mandi 175005, IndiaComputer Science and Engineering Department, Thapar University, Patiala 147004, IndiaApplied Cognitive Science Laboratory, Indian Institute of Technology, Mandi 175005, IndiaFeedback via simulation tools is likely to help people improve their decision-making against natural disasters. However, little is known on how differing strengths of experiential feedback and feedback's availability in simulation tools influence people's decisions against landslides. We tested the influence of differing strengths of experiential feedback and feedback's availability on people's decisions against landslides in Mandi, Himachal Pradesh, India. Experiential feedback (high or low) and feedback's availability (present or absent) were varied across four between-subject conditions in a tool called the Interactive Landslide Simulation (ILS): high damage with feedback present, high damage with feedback absent, low damage with feedback present, and low damage with feedback absent. In high-damage conditions, the probabilities of damages to life and property due to landslides were 10 times higher than those in the low-damage conditions. In feedback-present conditions, experiential feedback was provided in numeric, text, and graphical formats in ILS. In feedback-absent conditions, the probabilities of damages were described; however, there was no experiential feedback present. Investments were greater in conditions where experiential feedback was present and damages were high compared to conditions where experiential feedback was absent and damages were low. Furthermore, only high-damage feedback produced learning in ILS. Simulation tools like ILS seem appropriate for landslide risk communication and for performing what-if analyses.https://www.nat-hazards-earth-syst-sci.net/18/1599/2018/nhess-18-1599-2018.pdf |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
P. Chaturvedi P. Chaturvedi A. Arora A. Arora V. Dutt |
spellingShingle |
P. Chaturvedi P. Chaturvedi A. Arora A. Arora V. Dutt Learning in an interactive simulation tool against landslide risks: the role of strength and availability of experiential feedback Natural Hazards and Earth System Sciences |
author_facet |
P. Chaturvedi P. Chaturvedi A. Arora A. Arora V. Dutt |
author_sort |
P. Chaturvedi |
title |
Learning in an interactive simulation tool against landslide risks: the role of strength and availability of experiential feedback |
title_short |
Learning in an interactive simulation tool against landslide risks: the role of strength and availability of experiential feedback |
title_full |
Learning in an interactive simulation tool against landslide risks: the role of strength and availability of experiential feedback |
title_fullStr |
Learning in an interactive simulation tool against landslide risks: the role of strength and availability of experiential feedback |
title_full_unstemmed |
Learning in an interactive simulation tool against landslide risks: the role of strength and availability of experiential feedback |
title_sort |
learning in an interactive simulation tool against landslide risks: the role of strength and availability of experiential feedback |
publisher |
Copernicus Publications |
series |
Natural Hazards and Earth System Sciences |
issn |
1561-8633 1684-9981 |
publishDate |
2018-06-01 |
description |
Feedback via simulation tools is likely to help people improve
their decision-making against natural disasters. However, little is known on
how differing strengths of experiential feedback and feedback's availability
in simulation tools influence people's decisions against landslides. We
tested the influence of differing strengths of experiential feedback and
feedback's availability on people's decisions against landslides in Mandi,
Himachal Pradesh, India. Experiential feedback (high or low) and feedback's
availability (present or absent) were varied across four between-subject
conditions in a tool called the Interactive Landslide Simulation (ILS): high damage
with feedback present, high damage with feedback absent, low damage with feedback present,
and low damage with feedback absent. In high-damage conditions, the probabilities
of damages to life and property due to landslides were 10 times higher than
those in the low-damage conditions. In feedback-present conditions,
experiential feedback was provided in numeric, text, and graphical formats in
ILS. In feedback-absent conditions, the probabilities of damages were
described; however, there was no experiential feedback present. Investments
were greater in conditions where experiential feedback was present and
damages were high compared to conditions where experiential feedback was
absent and damages were low. Furthermore, only high-damage feedback produced
learning in ILS. Simulation tools like ILS seem appropriate for landslide
risk communication and for performing what-if analyses. |
url |
https://www.nat-hazards-earth-syst-sci.net/18/1599/2018/nhess-18-1599-2018.pdf |
work_keys_str_mv |
AT pchaturvedi learninginaninteractivesimulationtoolagainstlandslideriskstheroleofstrengthandavailabilityofexperientialfeedback AT pchaturvedi learninginaninteractivesimulationtoolagainstlandslideriskstheroleofstrengthandavailabilityofexperientialfeedback AT aarora learninginaninteractivesimulationtoolagainstlandslideriskstheroleofstrengthandavailabilityofexperientialfeedback AT aarora learninginaninteractivesimulationtoolagainstlandslideriskstheroleofstrengthandavailabilityofexperientialfeedback AT vdutt learninginaninteractivesimulationtoolagainstlandslideriskstheroleofstrengthandavailabilityofexperientialfeedback |
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