journal article Open Access Dec 05, 2023

False and missed alarms in seasonal forecasts affect individual adaptation choices

View at Publisher Save 10.1093/qopen/qoad031
Abstract
Abstract
Facing climate change, seasonal forecasts, and weather warnings are increasingly important to warn the public of the risk of extreme climate conditions. However, being confronted with inaccurate forecast systems may undermine individuals’ responsiveness in the long run. Using an online experiment, we assess how false alarm and missed alarm-prone forecast systems influence individuals’ adaptation behaviour. We show that exposure to false alarm-prone forecasts decreases investments if a warning is issued (the ‘cry-wolf effect’). Exposure to missed alarm-prone forecasts increases adaptation investments if no warning, but also if a warning has been issued. Yet, individuals exposed to both false and missed alarm-prone forecasts still adjust their adaptation investments depending on the forecasted probability of extreme climate conditions. Individuals with missed alarm-prone forecasts are, however, less sensitive to the forecasted probability if a warning has been issued. In case of low probability warnings, overshooting investments in adaptation hence becomes more likely.
Topics

No keywords indexed for this article. Browse by subject →

References
48
[1]
Al-Ubaydli "On the generalizability of experimental results in economics" (2015) 10.1093/acprof:oso/9780195328325.003.0022
[2]
Measuring utility by a single-response sequential method

Gordon M. Becker, Morris H. Degroot, Jacob Marschak

Behavioral Science 1964 10.1002/bs.3830090304
[3]
Benjamin "Chapter 2–errors in probabilistic reasoning and judgment biases" (2019) 10.1016/bs.hesbe.2018.11.002
[4]
Berinsky "Separating the shirkers from the workers? Making sure respondents pay attention on self-administered surveys" American Journal of Political Science (2014) 10.1111/ajps.12081
[5]
Brooks "Long-term performance metrics for national weather service tornado warnings" Weather and Forecasting (2018) 10.1175/waf-d-18-0120.1
[6]
Bruno Soares "Sectoral use of climate information in Europe: a synoptic overview" Climate Services (2018) 10.1016/j.cliser.2017.06.001
[7]
Burgeno "The impact of weather forecast inconsistency on user trust" Weather, Climate, and Society (2020) 10.1175/wcas-d-19-0074.1
[8]
Chancey "False alarms vs. misses: subjective trust as a mediator between reliability and alarm reaction measures" Proceedings of the Human Factors and Ergonomics Society (2015) 10.1177/1541931215591141
[9]
Coutts "Good news and bad news are still news: experimental evidence on belief updating" Experimental Economics (2019) 10.1007/s10683-018-9572-5
[10]
INDIVIDUAL RISK ATTITUDES: MEASUREMENT, DETERMINANTS, AND BEHAVIORAL CONSEQUENCES

Thomas Dohmen, Armin Falk, David Huffman et al.

Journal of the European Economic Association 2011 10.1111/j.1542-4774.2011.01015.x
[11]
Donner "Tornado warnings in three southern states: a qualitative analysis of public response patterns" Journal of Homeland Security and Emergency Management (2012) 10.1515/1547-7355.1955
[12]
Dow "Crying wolf: Repeat responses to hurricane evacuation orders" Coastal Management (1998) 10.1080/08920759809362356
[13]
Estes "The cognitive side of probability learning" Psychological Review (1976) 10.1037/0033-295x.83.1.37
[14]
Fundel "Promoting the use of probabilistic weather forecasts through a dialogue between scientists, developers and end-users" Quarterly Journal of the Royal Meteorological Society (2019) 10.1002/qj.3482
[15]
Hendriks (2012)
[16]
IPCC "Summary for policymakers" (2022)
[17]
Jauernic "Tornado warning response and perceptions among undergraduates in Nebraska" Weather, Climate, and Society (2017) 10.1175/wcas-d-16-0031.1
[18]
Joslyn "Uncertainty forecasts improve weather-related decisions and attenuate the effects of forecast error" Journal of Experimental Psychology: Applied (2012)
[19]
Katzav "On the appropriate and inappropriate uses of probability distributions in climate projections and some alternatives" Climatic Change (2021) 10.1007/s10584-021-03267-x
[20]
Kahneman Thinking, Fast and Slow (2011)
[21]
Knudson "The missing middle of climate services: layering multiway, two-way, and one-way modes of communicating seasonal climate forecasts" Climatic Change (2019) 10.1007/s10584-019-02540-4
[22]
LeClerc "The cry wolf effect and weather-related decision making" Risk Analysis (2015) 10.1111/risa.12336
[23]
Lim "Cry wolf effect? evaluating the impact of false alarms on public responses to tornado alerts in the Southeastern United States" Weather, Climate, and Society (2019) 10.1175/wcas-d-18-0080.1
[24]
Lindell "Perceptions and expected immediate reactions to tornado warning polygons" Natural Hazards (2016) 10.1007/s11069-015-1990-5
[25]
Losee "The need to trust: How features of the forecasted weather influence forecast trust" International Journal of Disaster Risk Reduction (2018) 10.1016/j.ijdrr.2018.02.032
[26]
Malone "Consequences of participant inattention with an application to carbon taxes for meat products" Ecological Economics (2018) 10.1016/j.ecolecon.2017.09.010
[27]
Manzey "Decision-making and response strategies in interaction with alarms : the impact of alarm reliability, availability of alarm validity information and workload" Ergonomics (2014) 10.1080/00140139.2014.957732
[28]
National Institute of Water and Atmospheric Research (NIWA) "Improving seasonal climate forecasts" (2016)
[29]
Pacchetti "Assessing the quality of regional climate information" Bulletin of the American Meteorological Society (2021) 10.1175/bams-d-20-0008.1
[30]
Prolific.ac—A subject pool for online experiments

Stefan Palan, Christian Schitter

Journal of Behavioral and Experimental Finance 2018 10.1016/j.jbef.2017.12.004
[31]
Beyond the Turk: Alternative platforms for crowdsourcing behavioral research

Eyal Peer, Laura Brandimarte, Sonam Samat et al.

Journal of Experimental Social Psychology 2017 10.1016/j.jesp.2017.01.006
[32]
Prolific "Prolific" (2021)
[33]
Rabin "The gambler's and hot-hand fallacies: theory and applications" Review of Economic Studies (2010) 10.1111/j.1467-937x.2009.00582.x
[34]
Ripberger "False alarms and missed events: the impact and origins of perceived inaccuracy in tornado warning systems" Risk Analysis (2015) 10.1111/risa.12262
[35]
Schmidt "Accurately measuring willingness to pay for consumer goods: a meta-analysis of the hypothetical bias" (2019)
[36]
Schultz "Decision making by Austin, Texas, residents in hypothetical tornado scenarios" Weather, Climate, and Society (2010) 10.1175/2010wcas1067.1
[37]
Sharot "Selectively altering belief formation in the human brain" Proceedings of the National Academy of Sciences (2012) 10.1073/pnas.1205828109
[38]
Simmons "False alarms, tornado warnings, and tornado casualties" Weather, Climate, and Society (2009) 10.1175/2009wcas1005.1
[39]
Smith "Robust skill of decadal climate predictions" (2019) 10.1038/s41612-019-0071-y
[40]
Stainforth "Confidence, uncertainty and decision-support relevance in climate predictions" Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences (2007) 10.1098/rsta.2007.2074
[41]
StataCorp (2017)
[42]
Taylor "Communicating uncertainty in seasonal and interannual climate forecasts in Europe" Philosophical Transactions of the Royal Society A (2015)
[43]
Taylor "Communicating high impact weather: improving warnings and decision making processes" International Journal of Disaster Risk Reduction (2018) 10.1016/j.ijdrr.2018.04.002
[44]
Trainor "Tornadoes, social science, and the false alarm effect" Weather, Climate, and Society (2015) 10.1175/wcas-d-14-00052.1
[45]
Webber "Putting climate services in contexts: advancing multi-disciplinary understandings: introduction to the special issue" Climatic Change (2019) 10.1007/s10584-019-02600-9
[46]
Wharton Credibility Lab "AsPredicted" (2017)
[47]
Wiczorek "Asymmetric effects of false positive and false negative indications on the verification of alerts in different risk conditions" Proceedings of the Human Factors and Ergonomics Society (2016) 10.1177/1541931213601066
[48]
Zommers (2012)
Metrics
6
Citations
48
References
Details
Published
Dec 05, 2023
Vol/Issue
4(1)
License
View
Funding
Ministry of Science and Culture of Lower Saxony
Cite This Article
Katharina Hembach-Stunden, Tobias Vorlaufer, Stefanie Engel (2023). False and missed alarms in seasonal forecasts affect individual adaptation choices. Q Open, 4(1). https://doi.org/10.1093/qopen/qoad031