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Subject: AEJ 95 WilkinsL SCI Risk communication: Insights from the flood of 93
From: Elliott Parker <[log in to unmask]>
Reply-To:AEJMC Conference Papers <[log in to unmask]>
Date:Sun, 4 Feb 1996 16:47:12 EST
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Designing a Risk Communication Campaign:
Applying the Insights from the Flood of '93 to other Flood
 
         Events
 
The Diversity of the Field:  Drawback or Drawbridge
        Since the field's inception, risk communication scholars have profited
 
            from diverse academic outlooks. The academy knows something about
how
 
           people will behave in risky, sometimes disastrous, situations (Drabek
 
           1986), how various types of people, from scientific elites to average
 
           citizens, conceive of risk (Fischhoff 1982; Douglas and Wildavsky
1982,
 
            Doble and Richardson 1992), and how certain institutions, primarily
 
         political institutions, relief agencies and the mass media, can be
 
        expected to perform in response to hazards, disasters and risk
 
    (Quarantelli 1989).  This quantity of information has been amassed using
 
            a variety of methodologies, from case studies to public opinion
polling
 
            to content analysis to experimental work (Boyce et al 1992).
        As national investigations of the field have noted (National Research
 
            Council 1989), the field owes some of its insights to its historic
roots
 
            in the study of hazards and disasters developed primarily by
geographers
 
            and sociologists. A different set of insights inform the field of
risk
 
            assessment, traditionally the purview of engineers, systems
analysts,
 
           and statisticians.   Yet another set of findings focusing on risk
 
       perception and policy making emerge from psychology,  sociology and
 
         political science (Krimsky and Plough 1988). Mass communication
scholars
 
            have relied on the findings from all these disciplines to inform
their
 
            research on risk communication.
        While the enormous diversity of effort has failed to yield an
 
    integrative and generalized theory of risk perception and behavior,
 
         there have been consistent insights open to emperical validation and
 
          testing.  Using as a data base the insights gained from the mid-west
 
          flood of 1993, this study develops a model for individual risk taking
 
           during flood events, correlates that model with individual projective
 
           responses to one highly likely situation during flood events,
integrates
 
            these findings with survey research on information seeking behavior
and
 
            trust in governmental institutions during flood events and then
 
      develops an outline for a risk communication campaign about flash
 
       flooding.This study is an attempt to integrate research findings across
 
            disciplines with needs of policy makers.   The goal of the proposed
 
         communication campaign is to use insights from a rare event to inform
 
           policy makers, civic and government leaders, and disasters agencies
how
 
            to communicate effectively about a much more frequently occurring
flood
 
            risk.
        The 1993 flood study used many of the better documented findings from
 
            previous research on risk perception and behavior.  They include:
        y  That certain sorts of risks, for example natural hazards, are linked
 
            to both geography and socio-economic status (White 1994; Drabek
1986).
 
            General knowledge about what specific actions to take in hazardous
 
        situations will vary with education, will decay relatively quickly over
 
            time, and will not readily transfer from one hazardous condition or
 
         event to another (Drabek 1986).
        Research question:  In the flood of 1993, were those living near rivers
 
            and streams at greater risk than those living in other areas?  How
well
 
            will people understand the risks of their geographic locations? Will
 
          people retain specific knowledge of what to do in the event of
 
    flooding--particularly in the area of personal hygiene and the care of
 
            contaminated food, etc.,--after the event?  Will people be able to
 
        transfer their knowledge about past experience with floods or other
 
         hazards to the flood of 1993?
        y  Different perceive risk in an idiosyncratic fashion, what has been
 
            characterized as the "expert vs. lay" view of risk (Fischhoff 1982).
 
           Experts evaluating systems, events and conditions with which they are
 
           familiar evaluate associated risks in probabilistic terms, in much
the
 
            same fashion that systems analysts evaluate the mathematical
likelihood
 
            of potential risky events.  Average people, or experts evaluating
 
       systems with which they are not familiar, tend to apply a risk
 
    heuristic.   That heuristic ignores such mathematical conditions as base
 
            rates in favor of evaluations of perceived as opposed to
mathematical
 
           likelihood, control over events, and potential harm (Kahneman and
 
       Tversky 1982; Slovic 1987; Granberg and Brown 1995).  Such individual
 
           evaluations include elements of ethics (fairness) and emotion
(Gregory
 
            1991; Boyce et al 1992) and are subject to internal individual
dynamics
 
            (Ferguson and Valenti 1991 a and b).  The lay risk heuristic also
may
 
           include the persistent acceptance of discredited information
(Anderson,
 
            Lepper and Ross 1980).
        Research question:  Will people placed in a hypothetical situation
 
         involving personal risk will tend to evaluate the risk based on issues
 
            of past personal knolwedge, individual control over events, and
 
     perceived likelihood of possible injury or death?  Under these
 
    condition, will people assert they would engage in appropriate or
 
       inappropriate risk behaviors?  Will these behaviors have an emotional as
 
            well as a rational component?  Will these projected behaviors
correlate
 
            with actions actually taken during the flood?
        y  That institutions will tend to behave in ways that while, not
 
       uniform, are predictable.  For example, emergency management officials
 
            will tend to operate from a command post point of view (Quarantelli
 
         1981; Perry 1989).  All institutions, including the mass media, will
 
          tend to cooperate, during the onset phase of the disaster ( Drabek
1986;
 
            Wilkins 1987; Smith 1992).  Political institutions, and some
economic
 
           ones as well,  will respond to a dynamic that includes public
opinion,
 
            local and regional history, and, depending on the issue, a national
 
         cultural and political context (Douglas and Wildavsky 1982; Krimsky and
 
            Plough 1988; Priest 1995).   The media will cover risks in
predictable
 
            ways (Singer and Endreny 1992) that will vary according to stage of
the
 
            disaster, craft considerations such as community role (Griffin and
 
        Dunwoody 1993), and the specific medium involved (Nimmo and Combs 1985;
 
            Smith 1992).  Generally, media coverage of risk has been found to
focus
 
            on events rather than context, to emphasize victims and loss rather
than
 
            potential benefit, and fails to connect specific events to larger
social
 
            and political issues (Wilkins 1987).
        Research questions:  What sort of information will people seek during
 
            the flood and to which institutions will they turn to obtain
necessary
 
            information?  How will people evaluate the response of governmental
 
         institutions to the flood?
        While the field of risk communication has mushroomed with specific
 
         findings about specific problems, it has failed to produce many
insights
 
            that could be characterized as integrative or generalizable.  This
 
        relatively low level of integration is particularly noteworthy during
 
           the decade of the 1990s, when the United Nations has established a
 
        world-wide goal of mitigating natural hazard losses and when, in the
 
          wake of two large California earthquakes, Hurricane Andrew, and the
1993
 
            midwest flood, Congress has established the goal of developing an
 
       integrated a national policy of hazard mitigation.  This study begins
 
           that work of integration through emperical testing of some well
accepted
 
            findings that have seldom been placed in a research context where
they c
 
            ould inform and enrich each other, synthesizes them, and then
suggests a
 
            practical application for the work.
Background:  The great flood of '93 (1)
        The 1993 midwest floodDdepending on geographical locationDmay be viewed
 
            as anywhere from a 50 to a 500-year event.  In Missouri, where both
the
 
            Mississippi and Missouri rivers reached record levels, statistics
 
       collected by the U.S. Geological Services indicate the rising water
 
         should be evaluated as a 500-year event.  In other states, for example
 
            many places in Illinois and Wisconsin, the flood should be
considered a
 
            50-year event.
        The flooding in the upper Mississippi and Lower Missouri  basins from
 
            mid June through early September 1993 was caused by intense pulses
of
 
           rain that fell  in late June, July and early September and that
followed
 
            six months of heavy and persistent rainfall.  Precipitation between
 
         January and July in the affected area was 1.5 to 2 times normal.  In
 
          June, a stalled weather pattern  caused by a strong low pressure
system
 
            in the western U.S. and a large high pressure system in the
southeast
 
           resulted in large amounts of rain in the upper midwest.  By late
June,
 
            flood storage reservoirs were at or near capacity and soils
throughout
 
            the area were saturated.  Even though peak discharges were not
exceeded
 
            everywhere, human-inducted changes in the landscape made it possible
for
 
            a less-than-peak volume of water to produce a higher flood stage, a
 
         phenomenon that was specifically noted in St. Louis (Water Resources
 
          Update 1994).
        Flooding caused significant damage in nine states:  Illinois, Iowa,
 
          Kansas, Minnesota, Missouri, North and South Dakota, Nebraska, and
 
        Wisconsin.  All the counties in Iowa were declared disaster areas.  More
 
            than 1,000 levees stretching nearly 6,000 miles in length were
breached
 
            or overtopped.  Many others sustained significant damage.  A total
of
 
           487 counties were included in the Presidential Disaster Declaration
 
         (Commission 1994).
        National statistics attribute about 50 deaths region wide to the flood,
 
            including one cluster of six deaths in metropolitan St. Louis where
a
 
           group of youngsters on an outing with a clergyman were trapped in a
cave
 
            by rising water and ultimately drowned.  However, this death total
 
        itself is in dispute.  The state of Missouri, for example, suggests that
 
            50 Missourians died as a result of the flood, 30 of them in flash
floods
 
            that were ancillary to the flooding on the Mississippi and Missouri
and
 
            hence are not included in the national death toll.  Similar debates
over
 
            death and injury tolls exist in other states.  It was these
ancillary
 
           deaths, the result of events much more common than a 500-year flood,
 
          that prompted this more detailed investigation of the risk factors and
 
            behaviors associated with the larger event.
        Estimates about dollar damages from the flood also vary widely.  The
 
            most commonly cited at the time of the flood were from $12 to $16
 
       billion, more than half of those losses sustained by agriculture. The
 
           National Weather Service estimated damaged at $15.7 billion and in
 
        August 1993 the New York Times published a damage estimate of $12
 
       billion based on information provided by state and federal sources.
 
           However, these losses were not evenly distributed.  Only four states,
 
           among them Missouri, ultimately recorded a decrease in the corn crop
for
 
            the 1993 year.  Later estimates pegged agricultural losses at
between $4
 
            and $5 billion, most of it in upper Mississippi basin (Committee
1994).
        It is also important to note that the nation's investment in flood
 
         protection projects paid off.  It is estimated that reservoirs and
 
        levees built by the U.S. Army Corps of Engineers prevented more than $19
 
            billion in potential damages.  Large areas of Kansas City and St.
Louis
 
            were protected by both private and public levee systems, although
 
       several suburbs suffered extensive damage.  Again, the fact that some
 
           government efforts at flood prevention and mitigation were successful
 
           during the 1993 event provides some indication that additional steps
by
 
            government to conserve both life and property may be warranted.
        The total number of people affected will never be certain.  However,
 
           the American Red Cross estimated that 56,295 family dwellings were
 
        affected in some way.  The Red Cross spent more than $30 million in
 
         flood relief efforts, sheltered 14,502 people in 145 shelters in the
 
          region and served more than 2.5 million meals.  Surveys made by Red
 
         Cross workers immediately after the flood identified more than 55,000
 
           flooded residences, an estimate FEMA later updated to 70,545.    As
of
 
            April 1994 the federal government had received 167,224 registrations
for
 
            individual assistance and 112,042 applications for the Disaster
Housing
 
            Program, 89,734 of which had been approved.  The Disaster Housing
 
       program data indicate that more than 100,000 residences were flooded.
        Property damage has been estimated as high as $12 billion; Congress
 
          allocated in excess of $6 billion for disaster relief.  FEMA will
cover
 
            about $650 million for public assistance.  No overall damage
estimates
 
            for businesses are available, but Small Business Association loans
after
 
            the flood exceeded $334 million for physical damage and economic
injury
 
            (Committee 1994, p. 18).  Much of this damage occurred in Kansas
City
 
           and St. Louis where both private and publicly-built levees were
 
     overtopped. In aggregate, at least 30,000 jobs were disrupted.
        Flooding that wiped out access roads, and sometimes major arteries,
 
          added hours to the time it took to get to work and resulted in much
lost
 
            business.  The Federal Aviation Administration also identified 33
 
       airports with varying degrees of flood damage.  While many of them were
 
            small airfields, repair costs were estimated at $5.4 million.  Many
of
 
            the region's water treatment plants, which are often located at the
 
         lowest possible location, also sustained damage.  The Environmental
 
         Protection Agency has identified 200 water treatment plants impacted by
 
            the flood, the most well known of which is the Des Moines Water
Works
 
           that was flooded, remained out of operation for 12 days, and could
not
 
            produce potable water for 19 days.  Damages to public buildings
exceeded
 
            $27 million.  Water control facilities sustained more than $20
million
 
            in damages, and facilities such as parks and other recreation
facilities
 
            recorded more than $22 million in damages (Committee 1994, p. 19).
        Superfund sites were flooded and huge volumes of farm chemicals and raw
 
            sewage were flushed into the rivers (Water Resources Update, p. 21).
 
           More than 100 towns have taken steps to partially or completely
 
     relocate, with a potential cost of $500 million  (Water Resources
 
       Update, p. 21.)
        The Federal Crop Insurance Corporation estimated that about 57 percent
 
            of the flooded acreage was insured; those claims are expected to top
 
          $600 million. (Environment 35 (10):  December 1993, p. 7-35).
Officials
 
            with the Department of Agriculture say perhaps 400,000 acres will
remain
 
            covered with sand much of which was the materiel eroded from
breached
 
           levees.  In Missouri alone, 455,000 acres or 60 percent of the
cropland
 
            in the Missouri River floodplain, were damaged by sand deposits and
 
         scouring.  Of that, 77,500 acres are covered with six to 24 inches of
 
           sand, and 59,000 acres were covered by more than two feet of sand.
        Although these figures are staggering it is essential to note that
 
         these impacts were not uniformly spread throughout the population.  A
 
           generalized statement about risk previously noted in the literature
 
         (Vaughn 1994) applied to the 1993 flood:  the riskiest thing to be was
 
            poor.  Flooded neighborhoods tended to be lower income, have a high
 
         percentage of rental properties, and generally house more elderly
 
       residents, more young families and more people on assistance.  Homes in
 
            the floodplain often had market values of less than $25,000
(Committee
 
            1994, p. 7).  Thus, the Great Flood of 1993, which is widely
regarded as
 
            the third most costly domestic disaster in U.S. history, hit some
 
       portions of the population much harder than others.  Those who were
 
         among the least able to cope economically often bore the largest social
 
            costs.
Individual responses to the event
        Social scientists have often studied human response to disasters
 
       through what is called quick response researchDarriving in the field as
 
            soon as possible after disaster onset and collecting data from those
at
 
            specific locales.  This type of research has yielded a somewhat
 
     consistent set of findings.  For example, hazards scholars know that
 
          disasters result in some psychological problems for a subset of the
 
         population, and the economic dislocation caused by disasters will also
 
            indirectly contribute to such human problems as increased drug
usage,
 
           domestic abuse, etc.  Individual daily routines are often disrupted,
and
 
            in the early days of disaster onset and recovery, people spend a
great
 
            deal of time trying to reconstruct their lives.  These activities
includ
 
            e fulfilling immediate needs for medical care, food, and shelter as
well
 
            as the more long term needs for rebuilding and reconstruction
(Drabek
 
           1986).
        However, social scientists seldom have the luxury of asking people how
 
            they have been affected by a disaster in the long-term.  Few studies
 
          have asked people to evaluate their experiences after the recovery
 
        period is well underway. Both time and distance from the event may allow
 
            individuals to be more reflective about their experiences.
        Missouri residents have had such a chance to be reflective.  In
 
       statewide survey funded by the Missouri Department of Health and
 
      conducted by the University of Missouri's Center for Advanced Social
 
          Research during March and April of 1994--about seven months after the
 
           "official" end of the eventDabout 1,950 Missouri residents were
surveyed
 
            regarding a variety of issues raised by the flood.  Some of the
 
     questions dealt with specific actions residents took during the height
 
            of the disaster such as boiling water or seeking certain sorts of
 
       information in making daily decisions.  Other questions asked residents
 
            to evaluate the response of state, local and federal officials to
the
 
           flood.  And, still other questions attempted to determine some of the
 
           longer-term impacts the flood may have had on Missouri residents, for
 
           example by asking them what they "worried" about six months after the
 
           event.
        The survey was conducted by telephone and the methodology used allowed
 
            the interviewers to speak with those with unlisted and new phone
 
      numbers.  Residents of every county in the state were surveyed, and
 
         rural residents responding to the survey equaled the percentage of
rural
 
            residents in the state.  About 53 percent of the respondents were
male,
 
            slightly higher that the state's population (2), and about nine
percent
 
            of the survey respondents were people of color, less than the 13
percent
 
            of the state's population that is listed as African-American.  About
65
 
            percent of those responding said they had been born in the state;
more
 
            than 89 percent had lived in Missouri for at least 10 years.  The
 
       results are accurate plus or minus three percent.
        Because the 1993 flood was an event of such magnitude, previous
 
      research would have predicted Missourian's long-term response to the
 
          flood. Missourians indicated the flood had had significant and long
term
 
            impacts. For example, when asked "what is it that you worry about"
 
        one-third of those responding said "nothing" and an additional 18
 
       percent listed crime.  These responses are predictable, particularly
 
          because of the high crime rates in the metropolitan Kansas City and
St.
 
            Louis areas.  However, 17 percent of those responding said they
worried
 
            about environmental issues, among them flooding, rain, etc.  More
than
 
            double the number of people said they worried about the environment
than
 
            said they worried about health or the economy.  When probed for
additio
 
            nal worries, about 15 percent of those responding listed the
 
  environment, ranking it fourth behind "miscellaneous" concerns, the
 
         economy and health.  In contrast, most national polling conducted by
 
          organizations such as Gallup and Roper report that spontaneous mention
 
            of concern over environmental issues normally ranges from 1 to 3
 
      percent.
        When respondents were asked to change their focus from general concerns
 
            to concerns specifically about "the weather or climate in Missouri,"
 
          more than 18 percent listed flooding as their top concern.  Worry
about
 
            tornadoes/storms and cold and ice was ranked as the top concern by
19
 
           percent of those responding.  When probed for second-level worries
 
        connected to weather and climate, flooding became the top
            categoryDlisted by more than 19 percent of those responding.  This
worry
 
            outranked concern about tornadoes by more than four percent.
(Missouri
 
            is one of the midwestern states considered part of the northern
 
     hemisphere's tornado alley.)  Thus, more than six months after the
 
        flood, the disaster remained salient.  These results parallel the
 
       findings by Turner (1986) about Californian's concern over earthquakes.
 
            Indeed, if the Turner study is taken as an base, then the flood of
1993
 
            left Missourians more concerned about flooding than Californians
appear
 
            to be concerned about earthquakes.  This concern is evident despite
the
 
            statistical fact that earthquakes are a more likely event in
California
 
            than a 500-year flood is in the midwest.
        The fact that the flood remained salient to Missourians so many months
 
            after the event was probably linked to the life experiences many
 
      Missourians had during the summer months.  Social science research in a
 
            variety of field indicates that personal experience with an event or
 
          issue tends to heighten salience.  Missourians reported many such
 
       personal experiences.  For example, more than 88 percent of those
 
       responding said they had talked to people about the flood, and 64
 
       percent said they had visited a flooded area.  Almost half--48
 
    percentDsaid they had volunteered in some way to help with flood relief,
 
            13.5 percent of them as sandbaggers and 37.4 percent who helped in
other
 
            capacities. And, in a finding that may be linked to the number of
deaths
 
            in the state associated with flash floods, more than 45 percent of
those
 
            responding said they had had to drive on flooded streets at least
once
 
            during the disaster.  Other scholars have noted a similar trend
 
     throughout the midwest.
 
        Thousands filled and stacked sandbags to hold weakening levees;
 
                others worked day after day to help clean the homes and business
of
 
                 people they had never met.  Dry communities adopted those in
 
            need....Those who were recipients of this assistance will never
 
               forget this demonstration of true caring (Committee 1994, p.
xxi).
        The impact of personal experience with the flood also was correlated
 
           with knowledge and retention of facts about the flood itself.  Flood
 
          relief work, particularly work as a sandbagger, was the strongest
 
       predictor of knowledge about how to handle risks associated with flood
 
            waters, including the appropriate ways to deal with contaminated
food
 
           stuffs and with personal hygiene.
        Probably because the survey was taken six months after the flood, the
 
            vast majority of those responding characterized their mental health
as
 
            good.  Seventy-three percent of those responding said the flood had
no
 
            impact on their psychological or physical health, and 92 percent
 
      reported the flood had not curtailed their daily activities.  Fewer than
 
            100 of those surveyed indicated that the flood had made it
impossible
 
           for them to reach their homes; 29 of the survey respondents said they
 
           had to move because of the flood and 27 reported that their homes had
 
           flooded.
        While people said they were relatively psychologically unscathed by the
 
            event, responses to another set of questions seemed to indicate that
the
 
            flood reminded many of the potential dangers in an environment they
 
         normally considered benign.  For example, almost 60 percent of those
 
          surveyed said that they lived near creeks, streams and rivers.  Of
those
 
            who did, about two-thirds said they did not regard those creeks,
streams
 
            and rivers as dangerous before the 1993 flood.  After the event,
opinion
 
            shifted dramatically.  Now, 63 percent  asserted that they regarded
 
         those same geographic features as dangerous.  Of those surveyed, 2.7
 
          percent reported that their children had played near flood waters.
        Thus, geography and climate appear to have played their predicted roles
 
            in the risks associated with the flood.  Furthermore, at a level of
 
         generalized concern as well as an individual evaluation of specific
 
         geographic features, Missourians found the flood of continuing salience
 
            in their daily lives.  Furthermore, work in flood relief efforts, as
 
          well as just daily activity during the flood, appears to be correlated
 
            with some risk taking behaviors--for example driving on flooded
streets
 
            or visiting areas that were flooded--and some retention of knowledge
 
          about specific safety and health procedures.  The flood event appears
to
 
            have heightened generalized concern about the weather, climate and
 
        geography in the state. This heightened awareness coupled with personal
 
            experience with the flood means Missourians have been primed to
think
 
           about the weather, climate and their own local geography is somewhat
 
          different ways than past state and individual history would indicate.
        But, when the questions moved from generalized concern to the
 
    acquisition and retention of specific facts, Missourians again reflected
 
            previously documented patterns:  many of their beliefs were
inaccurate.
 
            For example, about 61 percent of those surveyed agreed that Missouri
 
          received about the same amount of flooding as other states and
sustained
 
            about the same number of deaths.  In fact, Missouri was among the
 
       hardest hit by the 1993 flood, both in terms of property damage and
 
         deaths.  Of those who responded, almost 88 percent said they did not
 
          live in a flood plain; about 16 per cent said they carried flood
 
      insurance. However, 40 percent of Missouri's total land area is within a
 
            100-year flood plain.
        Similarly, Missouri residents were vague about specific facts linked to
 
            reducing their risk of illness and injury during a flood.  Whether
the
 
            issue was how to decontaminate well water, whether to keep food that
had
 
            been exposed to flood waters, how long it was necessary to boil
water if
 
            informed a water source had been contaminated, or what to do to
 
     decontaminate themselves if they had been exposed to flood water, the
 
           majority of respondents to the survey could be viewed as a potential
 
          public health problem.  Missouri residents either didn't know the
 
       correct answers or were positive that doing the wrong thing was
 
     appropriate.
        Not surprisingly, the better educated a Missourian was, the more likely
 
            he or she was to provide the correct answers to such questions.
Women
 
            also were somewhat more likely to know the correct answers to
questions
 
            about how to appropriately handle contaminated or potentially
 
   contaminated food than were men.
        Although it would be inaccurate to suggest that Missourian's responses
 
            to such questions would duplicate those of all other midwestern
 
     residents who were flooded in the summer of '93, there are some trends
 
            in the responses that are worth noting.  Missourians say they are
 
       concerned about the hazards connected with flooding, but they have
 
        retained relatively little specific information about how to cope with
 
            flood events.  This finding again replicates other studies.  In
 
     addition, Missourians may have a difficult time linking specific
 
      behaviors during the "great flood" to behaviors during times that seem
 
            much more routine, for example, the strong thunderstorms associated
with
 
            tornados that often cause flash flooding in the state.  In this
sense,
 
            Missourians fail to see the link between "tornados" on the one hand
and
 
            "flooding" on the other--a linkage that the disaster mitigation
 
     community understands only too well.  Combating the apparent inability
 
            to generalize from one type of hazard to another, as well as
reinforcing
 
            information gain that tends to decay rapidly, should thus become
central
 
            parts of any mitigation strategy aimed at something less rare than a
 
          500-year event.
        In addition, Missourians also apparently found the national, state and
 
            local governments a trustworthy source of information and aid for
 
       dealing with the flood.  This "vote of confidence", however, was far
 
          from unanimous. About 73 percent of those responding said they
believed
 
            the federal government had been helpful during the flood; 90 percent
 
          said their state and local government had been helpful.  More than 53
 
           percent disagreed with the statement "there would have been less
death
 
            and injury due to the flood if the federal government has done a
better
 
            job".  About 45 percent of those responding disagreed with the same
 
         statement when the referent was changed to "state and local"
 
  governments.
        This finding about the trustworthiness of government is noteworthy
 
         because these opinions about the role of government in times of crisis
 
            are far different than the results of national opinion polls about
the
 
            role and impact of government in Americans' daily lives (Times
Mirror
 
           1994).  The results of the 1994 election have been widely analyzed
and
 
            accepted as a plebiscite on the question of whether government
should do
 
            more for citizens and whether it has been effective.  Missourians'
 
        opinions about the role of government in the flood of 1993 run counter
 
            to national trends.  At a time when generalized trust in government
is
 
            not high, working through the problems associated with the flood,
and
 
           perhaps disasters in general, may be one place to help rebuild the
 
        governmentDcitizen relationship.  Community grew out of the flood.  As
 
            mitigation strategies are developed, government-sponsored efforts to
 
          link these newly-formed communities with preparedness and mitigation
 
          efforts may prove effective in the same way that interpersonal
 
    communication was found effective in the prevention of heart disease
 
          (Maccoby and Farquhar 1975).  It is clear that citizens value
government
 
            efforts on their behalf in the area, a positive starting point for
any
 
            cohesive mitigation effort.
Risk Taking During the Flood:  A Model
        Missouri residents who responded to the survey also were asked a
 
       detailed set of questions about their behavior during the flood
 
     itselfDan event which, it must be emphasized, lasted for weeks in most
 
            parts of the state.  For example, in addition to being asked whether
 
          they had worked as sandbaggers, people also were asked whether they
had
 
            been in water up to their ankles, waist or over their heads during
the
 
            flood.  People also were asked whether they had ever driven on
flooded
 
            roads.  The point of this model, therefore, is to discern the risk
 
        factors which may place individuals in danger during serious floods.
 
            Using these individual responses as a base, a model was developed
that
 
            associated individual activities with a variety of other responses
 
        (Amemiya 1985; Fox 1985).
The model employed 16 variables, is based on 1950 responses, and
 
      explains about 18.2 percent of the variance in risk behavior.
        Other responsesDthe independent variablesDwere divided into four
 
       categories.  They were:
        1.  Demographic factors:  Sex (SEX), race (RACE) income (INCOME) and
 
           education (EDU);
        2.  Measures of proximal association with creeks, streams and rivers:
 
            live in flood plain (LIFP), live near a river (RIVER), the area
where
 
           you live flooded previously (PRIORFL);
        3.  Individual activities during the flood:  where information about
 
           flood was obtained (INFO), who is to blame for flood woes (BLAME),
how
 
            often did you talk about the flood (TALK), did you visit flooded
areas
 
            (VISIT), did you fill sandbags (BAG), did you volunteer to help in
some
 
            other way (VOLUN);
        4.  Level of knowledge about specific actions to take during the flood:
 how to decontaminate food or water supplies (DECON); sources for
 
       information about decontamination procedures (SOURCES), and what
 
      specific acts you took (for example, boil water) to decontaminate
 
       (ACTS).
        The model distinguished between activities that people engaged in that
 
            were associated with risks and other activity, thus preventing
 
    contamination of the dependent variable with some of the independent
 
          variables.  ----------------------------------INSERT TABLE 1
 
  HERE-------------------
        The model suggests that a very strong relationship exists for
 
    respondents who live in the flood plain and risk-taking behavior (p
 
         .001).  Living near a river is associated with a .43 increase in
 
      risk-taking ( p .06)  If the respondents reported that they experienced
 
            a prior flood in the area, they are predicted to take an additional
.53
 
            risks (p .02).  Taken together, respondents who lived in the flood
 
        plain, who were near a river that  flooded in the past were more likely
 
            (p  05) to take risks then other respondents.
        However, place of residence was not the only indicator of increased
 
          risk taking behavior on the part of respondents.  Sandbagging was
 
       strongly related to increased risk taking behavior;  other types of
 
         volunteers also apparently took on additional risks.  Simply visiting
 
           flooded areasDa behavior that 64 percent of the respondents didDalso
is
 
            associated with increased risk taking behavior.
         Men appeared to take more risks than women, (p .001); caucasians
 
        appeared to take more risks than non-caucasians ( p  .02) and those with
 
            lower levels of education also appeared to take more risks ( p
.04).
 
            Each of these variables, in addition to income, also may be related
to
 
            other variables in the model as well as to housing patterns, which
also
 
            were associated with property damage and other forms of flood risk
in
 
           1993.
        It is important to note that other measures were not associated with
 
           increased risk taking.  Information was not associated with increased
 
           risk taking behavior and income also appeared not to be associated
with
 
            increased risk taking. Knowledge about how to treat polluted water
for
 
            decontamination,  how to maintain personal hygiene,  and where to
obtain
 
            potable water after the flood also did not predict risk taking
behavior.
        In summary, the model examined four components simultaneously.  Among
 
            the individual factors examined, only income was not a contributor
to
 
           risk taking.
        Geographic proximity to rivers was a strong predictor of risk activity,
 
            particularly for those living in the flood plain or those who lived
near
 
            waterways that had flooded previously.  Sandbaggers, visitors to
flooded
 
            areas, volunteers and those who talked about the flood were much
more
 
           likely to take risks.  This effect is mediated by the assignment of
 
         blame for the predicament of flood victims.  If one believes that a
 
         victim is responsible for his or her own fate, the likelihoodof taking
 
            risks declines.
        Thus, risk taking during the flood was relatively straightforward.  If
 
            people lived near water or, if, in an effort to help others they put
 
          themselves near water, then risk taking behaviors escalated.
Putting yourself at risk:  Driving in flood waters
        One of the most common experiences Missourians had during the flood of
 
            1993 was driving over water-covered streets and roads.  Of those
polled,
 
            more than 45 percent said they recalled driving on flooded streets
at
 
           least once.
To get a better sense of what that may have meantDand how much residents
 
            knew about the risks of that particular behaviorDrespondents were
 
       presented with a scenario.  The question was as follows:  "A young man
 
            leaves his house at night to drive home.  He gets about half way to
his
 
            destination when he sees water flowing over the road.  How do you
think
 
            the young man was feeling in this situation?"
        Of those responding, 24.8 percent said they would feel scared or
 
       frightened, and an additional 20.9 percent said they would be
 
   "concerned".  Miscellaneous responses, including those who did not
 
        comment or did not provide an emotional response, accounted for 16.3
 
          percent of the responses.  About 9.9 percent of the respondents said
 
          they would be curious or ask questions, and an additional 6.1 percent
 
           said they would feel helpless/stranded, while 5.2 percent said they
 
         would be shocked/or stunned.  Other responses, each accounting for less
 
            than 5 percent of the total, included: angry; confused/puzzled;
 
     sad/depressed; don't know; stupid/foolish, and calm/unconcerned.
        The scenario continued with respondents being told that "...actually,
 
            the young man drives his vehicle into the water where it stalls.
How do
 
            you think he is feeling now?"   Responses generally followed the
same
 
           pattern, although many more people--41 percentDreported that they
would
 
            feel scared/frightened.  In addition, 14.9 percent said they would
feel
 
            foolish/stupid, 12.6 percent provided miscellaneous responses or did
not
 
            elaborate on their response to the first part of the scenario, 11
 
       percent said they would be shocked/stunned, 6.9 percent reported they
 
           would be concerned and 6.4 percent said they would be angry/upset.
 
         Fewer than 3 percent of the respondents said they would feel
 
  helpless/stranded, confused or puzzled, curious, sad/depressed, and
 
         calm/unconcerned.
        The scenario concluded by asking respondents what they would do in the
 
            young man's situation.  Of those responding, only 14.7 percent
 
    volunteered the "right answer"Dthat is, they never would have driven
 
          into the water in the first place.  At the other end of the continuum,
 
            the largest single subgroup of those responding--36.9 percent-- said
 
          they would engage in the riskiest of behaviorsDleaving or getting out
of
 
            the truck.  An additional 11 percent said they would attempt to get
on
 
            top of the truck  while another 21 percent said they would remain in
the
 
            truck.  Another 11 percent provided miscellaneous responses.  About
2.6
 
            percent of those responding said they did not know what they would
do
 
           and about 1.7 percent said that, in this particular situation, they
 
         would "pray".
        Although projective techniques have their clear limitations, responses
 
            to this set of questions coupled with the risk taking model confirm
the
 
            risk perception literature, particularly in situations where people
 
         believe they have some control and where risks are not considered
 
       immediately life threatening.  One of the best documented contradictions
 
            in risk perception is that which surround automobiles.  Although
 
      statistically, the chance of being involved in an injury-producing
 
        accident during the average lifetime is one in three, most people rate
 
            the risk of driving as much lower than, for example, being struck by
 
          lightening or traveling in an airplane.  Slovic (1987) and others have
 
            linked this inability to evaluate risk with the individual belief
that a
 
            good driver (always the person who is responding to the question)
has
 
           control over a situation and hence won't "get into trouble".  In
 
      addition, most people do not conceive of auto accidents as routinely
 
          life-threatening, at least when compared with risks such as living
near
 
            a nuclear power plant.  This lack of "dread" about auto accidents
also
 
            tends to support individual evaluations of them as less frequent and
 
          less serious than the statistics indicate.
        A similar sort of logic seems to permeate the scenario responses.
 
        People seemed to evaluate the risks of driving on flooded roads as
 
        rather less than more "dreadful" and they also appeared to believe that
 
            they had a significant amount of individual control in the
situation.
 
            Furthermore, almost half of those polled said they had driven on
flooded
 
            streets, thus lending support to their "hypothetical responses".
When
 
            confronted with a situation "gone sour", people responded
emotionally
 
           (and many would argue with appropriate emotions) but lacked
information
 
            about the best strategy for mitigating the risk.   Furthermore,
while
 
           the scenario was presented in terms of a 500-year event, flash floods
 
           are common in Missouri, and each year Missourians die as a result of
 
          them.
Information seeking behavior
        Considering the duration and long-term salience of the event, the
 
        literature would predict that Missourians would be interested in finding
 
            out about the flood for reasons that ranged from issues of personal
 
         safety to curiosity. More than 70 percent of those responding said they
 
            had followed "what was going on with the flood" most of the time.
 
       Respondents indicated they  had done much of this "following" through
 
           the mass media.
        The broadcast media, specifically television and radio, were named as
 
            the "primary source of information about the 93 flood" by more than
89
 
            percent of those surveyed.  Furthermore, what Missourians expected
to
 
           find in media accounts was what disaster researchers would describe
as
 
            information about the quick onset and recovery phases of the event.
 
          People relied on the broadcast media for information about local flood
 
            crests (88 percent), weather forecasts (88 percent), bridge, highway
and
 
            street closings (93 percent), and information about "what to do if
you
 
            were exposed to flood water" (87 percent).
        Respondents were also asked to rank the importance of certain kinds of
 
            flood news to them.  People rated as very important news stories
about
 
            "how to remain healthy and safe" (60 percent),  how to protect
yourself
 
            (59 percent), how and where to get help (53 percent), pictures of
flood
 
            damage (47 percent), rainfall predictions (45 percent).
        A second category of news account, information that would be more
 
        likely to deal with long-term recovery and mitigation issues, was less
 
            sought after but still considered important by a significant
minority of
 
            those surveyed.  People said they wanted news about the economic
impact
 
            of the flood (32 percent), information about what government was
doing
 
            to help (28 percent), about inter-agency conflicts (27 percent) and
 
         information about who to blame for the disaster (12 percent .
        This less sustained interest in the deeper causes of the flood was
 
         reflected in another set of responses.  When asked about flood
 
    prevention measures, 60 percent of those responding agreed with the
 
         state that, "once it starts raining, there's little you can do to
 
       prevent a flood, " while 65 percent of the respondents said they believe
 
            "there is no way to avoid the possibility of another great flood".
         By integrating and synthesizing the component parts of this study with
 
            the previously existing literature, the following conclusions stand
out:
        y  Midwestern residents, that is those who are used to dealing with
 
          large events such as a 500-year flood only infrequently, appear to
lack
 
            usable information about how to cope with a variety of flood related
 
          hazards that occur much more frequently in the mid-west, specifically
 
           flash flooding.
        y  Geography coupled with housing and other patterns appears to place
 
            certain portions of the population more at risk.  In state such as
 
        Missouri, however, local geography--particularly the presence of small
 
            creeks and streams--make such risk more widely shared but still
 
     unacknowledged.
        y  Many Missouri residents say they would engage in risk behavior
 
        surrounding floods.  Their self-reports of actions taken during the
 
         flood of 1993 appear to confirm this view.
        y  Information about the flood is salient to Missourians.  In addition,
 
            they specifically desire information directed at health and safety.
        y  Missourians can be expected to turn to the broadcast media for
 
        coping and mitigation information.
        y  Government is viewed as at least a moderately trustworthy and
 
       helpful source of information relating to the flood.
        In conclusion, if social learning theory is accepted, then a risk
 
        communication campaign that models appropriate behaviors in predictable
 
            situations may have some modest chance for success.  Such a campaign
 
          should be highly mediated, particularly emphasizing the broadcast
media.
 Such an effort would represent a clear departure for the state of
 
        Missouri, although other states, for example Colorado and Arizona
 
       (1992), have begun to implement such campaigns.  Based on this study and
 
            previous literature, the following campaign outline is suggested:
The proposed campaign:  Modeling how to deal with flash floods
        Based on the foregoing analysis, the following elements of a risk
 
        communication campaign seem relatively clear.
        Missouri should develop a risk communication campaign around issues of
 
            flash floodingDa common occurrenceDsimilar to campaigns that now
begin
 
            around the advent of tornado season:
        The campaign should rely on the broadcast media, specifically
 
    television, which is where people now expect to get hazard information;
        To be effective, the campaign needs to explore situations that people
 
            are likely to encounter in time of flash flooding.  As indicated by
the
 
            survey responses, these situations should include living near creeks
or
 
            streams that may flood or have flooded in the past and traveling to
 
         visit flooded areas or to provide help and assistance to those who are
 
            affected by the flood.
        A potentially effective strategy is one of modeling appropriate
 
      behavior rather than merely telling audience members what they should in
 
            a more factual and less dramatic approach.  Using dramatic scenarios
may
 
            allow individuals more ready access to risk heuristics that employ
both
 
            rational and emotional forms of dealing with risk.  Linking flash
floods
 
            with the flood of 1993 may help viewers build appropriate cognitive
 
         structures to help insure that the information can be retained and
 
        accessed.
        Any such campaign would be more effective if coupled with other forms
 
            of communication.  Further, certain communities of interestDfor
example
 
            sandbaggers or churches that provided volunteer help during the
 
     floodDwould be appropriate foci of interpersonal information campaigns
 
            on the same issue.
Any risk communication campaign should include a strong element of
 
        evaluation research to track initial effectiveness and potential
 
      longevity.
        While providing state and federal policy makers with a way of
 
    mitigating the hazards of flash flooding will not solve the nation's
 
          hazard mitigation problem, it does provide an important step in
 
     integrating knowledge about risk across disciplines and across hazards.
 
            A 500-year flood is a rare occurrence; flash floods are common.
Using
 
            what scholars know about the rare event to inform actions about more
 
          frequent events provides one element of a national mitigation effort.
 
 
Footnotes
 
1.  For a much more complete account of the origins and impact of the
 
           1993 mid-west flood, please consult:  Stanley A. Changnon, "The Great
 
           Flood of 1993".  Boulder, Co.:  Westview Press, in press.
 
2.  The gender distribution of survey respondents was planned.  Most
 
          contemporary telephone surveys result in about 60 percent female
 
      respondents.  To avoid this sampling problem, the survey was designed to
 
            oversample for male respondents.
 
 
 
 
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