How IoT and weather data are transforming business decisions
Societal Impacts, Social Science, and Weather: Making Good Decisions
description
Transcript of Societal Impacts, Social Science, and Weather: Making Good Decisions
Societal Impacts, Social Science, and Weather: Making Good Decisions
Heather Lazrus1
1Social Science Woven into Meteorology (SSWIM), NOAA and the University of Oklahoma
With special thanks toEve Gruntfest1,
Julie Demuth2 , Jeff Lazo2 & Melissa Tuttle Carr3
2National Center for Atmospheric Research3Independent Consultant CNN
Decision Support SymposiumAmarillo, TX - 26 Oct 2010
Integrating meteorology, emergency response and the social sciences can promote a safer and more informed
society
• Introduce and illustrate the connection between operational meteorology and hydrology and social sciences
• Facilitate a dialogue for future efforts• Think specifically decision support
Today I’ll…
Symposium themes – how do societal impacts and social sciences fit in?
• Emergency Response • Preparedness • Relationships • Societal Impacts • Big Impacts In Small
Places
Decisions – behavior, culture,risk, priorities, expectations,technologies, communication, goals … CONTEXT
Managing ExpectationsI’m not here to…• Say social sciences have all the answers• To make you social scientists • To add to your workload
I am here to…• Provide some answers, information, and ideas• Offer ideas for collaboration between meteorology and
social sciences • Answer your questions about social science!
Today’s outline
1. Social science 2. Societal impacts3. Research examples and initial lessons4. Collaborations: enhancing decisions5. How to get engaged?
Vision SSWIM envisions collaborative research & partnerships
between the social sciences & meteorology, climatology, & hydrology to enhance societal relevance of research & practice & reduce risks from atmospheric & other hazards
Mission SSWIM creatively & sustainably weaves social science
concepts & methodologies into the fabric of weather & climate research & practice through academic & professional activities locally, nationally & globally
SSWIM www.sswim.orgSocial Science Woven into Meteorology
Social science is different than societal impacts
Societal impacts can be examined scientifically
AND societal impacts can be addressed using forecasters’ expertise
BUT using the word “social” does not count as doing social science
Societal impacts• Societal – of or pertaining to the life, welfare, and
relations of human beings• Impact – the effect of one thing on another• Societal impacts – the effect of weather and forecasts
on human life, welfare, and relations– E.g., impacts – economic impact (crop loss), health impacts
(heat stroke), emotional impact (property damage)
We want to respond to societal impacts to reduce loss of life and property
Ask – the questions coming up today• Who will be impacted?• Are people…
awake/sleeping/driving/harvesting/fishing/ constructing/graduating/getting married?
• What has happened to this point?– Have there been fatalities?– What are the TV stations saying?
• Have earlier events been “missed”?(Courtesy of Daniel Nietfeld, SOO, WFO OAX)
Specific ways forecasters can consider societal impacts in forecasts
Societal impacts
Societal impacts of Weather ForecastSnow accumulation Roads impassable Schools close earlyHeavy rainfall Flash floods Roads closedHail Car dealership damage Car dealerships move
inventory
Tornado Mobile home park destroyed
Mobile home park residents take shelter
Lightning Grass fires ignite Anticipate fire & strategically move equipment & fire fighters
Weather & forecasts have impacts on society Forecasts mitigate the impacts to society from weather
Ex societal impact - Rush hour tornado (OR – Kevin Starbuck’s Winter Storm Example)• Environmental conditions – favorable to produce a
tornado• Societal impact – urban area with three interstate
highways at rush hour• Action – a well warned event that conveyed a message to
stay off of the roads • Effect – highways empty at rush hour
No research went into this, but the societal impact was addressed beneficially based on forecasters’ understanding of local area and population
What is social science?
Social scientists study aspects of human society – Beliefs & values– Ways of knowing– Ways of communicating– Behavior
Physical & social
scientific processes
Social science includes diverse disciplinesSocial science is an umbrella term commonly used to refer to many fields that have different approaches and topics• Anthropology• Geography• Communication• Psychology• Political Science• Economics• Education• Sociology
Diverse methodologiesQualitative & quantitative approaches• Interviews
– Structured– Semi-structured– Open interviews
• Surveys• Direct observations• Participatory activities• Focus groups
Some social science questions
• Who uses watches & outlooks?• When is watch & outlook information used?• How is the information best communicated?
• i.e., twitter, radio, sirens, environmental cues• How is watch information & uncertainty understood
• i.e., linguistic and cultural differences• How do people respond according to professional &
personal responsibilities?• What are the economic, cultural, social values of
watches & outlooks?
Ex of social science research – tornado• What vulnerability characteristics
influence people’s ability to take shelter?
• How does one’s perception of place influence how they perceive a tornado threat?
• How does one’s mental model of a tornado influence how they perceive a threat?
Ex of social science research – tornado• How do people use social media to get
information during a tornado event?• How do people perceive how an
automated weather call will alert them … and how does this influence how they respond?
• How do forecasters’ knowledge and perceptions of their audiences influence the content of their warnings?
Remember, meteorologists are humans too!
SSWIM researchPhased Array Radar Innovative Sensing Experiment PARISE (w. P. Heinselman & D. Ladue)
• Examines the influence of high temporal resolution radar data on forecaster’s decision making & warning lead time
• Observed 12 forecasters with 2 different storm scenarios & radar update speeds
• Analysis of forecasters' actions, timing, reflections on the process
Initial findings presented at National Weather Association Tucson 2010
SSWIM researchWarn on Forecast (National Severe Storms Laboratory)
• Warn-on-Forecast will extend convective scale hazard warning lead times with numerical model forecasts
• What is the utility of extended warning lead times, for whom and when?
• A new warning response paradigm?
• Success of WOF requires that it is developed in socially relevant ways that address informational needs and provide appropriate decision-support
WOF - Concept
Stensrud, D. et al. 2009. “Convective Scale Warn-on-Forecast System: A Vision for 2020” BAMS
SSWIM research – Partnership with HWT & Global Systems Division NOAA 2009-2010
Integrated Hazard Information Services (IHIS)SSWIM is involved in developing IHIS to integrate partner & user needs1. Interviews (September - October 2009)2. Workshop Boulder, CO (October 2009)3. Ethnographic field research: In-depth interviews & field
research with emergency managers & broadcasters (2010-11)
Jen Spinney, anthropologist, joins SSWIM for one year project
ConceptualDevelopment
Prototyping Implementation Testing & Evaluation
OperationalUse
Roles
Physical scientists
Developers
Forecasters
Social scientists
Research-to-Operations – IHIS and beyond
Partners and users including emergency managers, broadcast meteorologists, others
Baseline data collectione.g. surveys, interviews
Testbed Observations,experiments
Demos,scenarios
Success metrics
Observations, ethnography
Qualitative &
quantitative activities
Adapted from Global Systems Division 2009
Evaluation at every stage
SSWIM - part of the IHIS Team An inclusive Research-to-Operations conceptual model
Changing the paradigm of hazardous weather warnings
PublicsPublicsWeather
Forecasters
Private Sector & MediaEmergency Managers & 1st Responders
6Developers
Researchers
Temporal, spatial, & probabilistic information in weather forecasting & warning processes & decision-making
N-S
S
pace
Sca
le
E
-W
Time Scale
0 km
100 Km
1000 km
100 Km
1000 km
6lead
rea
l
Jan 31
5 4 3 2 1Feb 1 Feb 2 Feb
3Feb 4 Feb 5
First outlook issued
1st watch issued (2pm)
2nd watch issued (3pm)
1st warning issued 9pm
Nashville sirens sounded
13 fatalities44 injuries Near Lafayette, TN
Awareness raised among emergency managers, and other officials
Hospitals, Schools, Events?
26 tornado warnings issued8 severe storm warnings
TIME & SPACE
Are
a (K
m2 )
10 Km
10 Km
Future research is needed to fill in this timeline with a more representative sample of the decisions to be made & by whom
We need more than more accurate information to save lives
We need to understand why people behave as they do
EXAMPLE: Changing “public education” and warning response paradigms
Whose decisions? The “right” message is ONE piece of the puzzle to change behaviors
• Drivers know there are warnings & where hazardous low water crossings are but THEY NEED TO GO to work
• Potential to lose their job is perceived as a greater risk than potentially dying while driving across flooded road
• Better information alone is NOT going to change behavior • Weather warnings are part of complex decision making
with many other considerations – BEHAVIORS must be understood to improve warning responses
Evaluate public education efforts - Before, during, after
Keep in mind…• Social sciences are not about controlling people … they
are about understanding people– E.g., we’ll never be able to keep all meteorologists from going
outside to look at a tornado• There is no “correct” behavior• Decisions are contextual, and weather sometimes isn’t
the main factor (again, the need for understanding)• Social sciences have taught us a lot, but weather-
specific research is still in its infancy
When helping people make the “right” (best, appropriate) decisions, keep in mind… decisions
depend on the context!
Humans are like the atmosphere…
…they’re bothnon-linear, dynamic, and
seemingly chaotic!BUT, there are things we can learn
Collaborations are key to enhance decision making• Social scientists, NWS, and NWS partners
(emergency managers, broadcasters, others) work together– Value and integrate each others’ expertise– Listen to and learn from each other– Co-produce new knowledge
• Understanding context – political, economic, cultural priorities, and goals (e.g., media v forecast)
• Collaborations will promote a safer and more informed society
Some NWS resources & suggestions• WAS*Isers & friends
– NWS participants (including the SOOs!), Broadcasters, Emergency Managers, Researchers, Social scientists
• NWS social science focal point – Jen Sprague• SAFER workshop
– Craig Schmidt & Darone Jones • Water & Society * Integrated Studies
– Wendy Pearson (Central Region)
• Integrated Warning Team (IWT) workshops (just a sample)– Julie Adolphson & Andy Bailey (Kansas City/Pleasant Hill)– Jim Meyer & Dan Nietfeld (Omaha/Valley)– Ray Wolf (Quad Cities)– Mike Coyne & Krissy Scotten (Huntsville)
WAS*IS• WAS*IS is an important capacity-building effort
– Builds an interdisciplinary community of people passionate about social science and meteorology
– Promotes new ways of thinking about issues that fall at the interface of meteorology and society
– Workshops provide a forum to discuss these issues
WAS* I S®
weather & society * integrated studies
www.sip.ucar.edu/wasis/
CULTURE CHANGE
Sponsored by the NCAR Societal Impacts Program
• WAS*IS is not a research program– Can inspire collaborations– Can spur research ideas
Join the societal impacts discussion board!http://www.rap.ucar.edu/forums/phpBB2/
Key take-home points• Ultimate goal of weather forecasting is to create
societal value by providing usable information for decision making
• We’re not trying to add to workloads• Societal impacts and social science are relevant to
NWS’s mission … not just buzzwords!• Social sciences use the scientific process• Societal impacts and social sciences both have a role …
but they’re not the same … and each has its place• Collaborations!
THANK YOU!Heather Lazrus – [email protected]
www.sswim.org