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The Great East Japan Earthquake and its Behavioral Implications:. Makoto Saito, Hitotsubashi University. How severe was radiation contamination?. How severe?. How were radioactive substances spread?. Time series of contamination level. Those who were affected. Economic damages.
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The Great East Japan Earthquake and its Behavioral Implications: Makoto Saito, Hitotsubashi University
A questionnaire survey on consumers’ responses to radiation-contaminated food • Inquiring about a response to radiation-contaminated milk for • 7,600 adults living in the Tokyo metropolitan area in August, 2011 • Assume that milk without any contamination is traded at 200 yen per liter. Then, what if it is contaminated? • Still purchases at 200 yen per liter, • Purchases, but discounts it below 200 yen per liter, or • Never purchases. • The government required contamination level to be below 200Bq/liter: • 10 Bq/liter? • 50 Bq/liter? • 100 Bq/liter? • 200 Bq/kiter?
Surprising results! • More than a half of the respondents never purchased contaminated milk even if it was only slightly contaminated. • Even those who discounted contaminated milk never discounted it heavily. • A choice may be between discounting slightly and not purchasing. • However, a careful look at the results leads us to: • Yong women with small children refused to purchase it. • A fraction of the respondents still chose to purchase it with or without discounting. • Why do we observe such heterogeneity?
Application of the prospect theory as a behavioral hypothesis • A consumer may over- or under-estimate a probability that an unfavorable event takes places. • Such a bias in risk assessments may trigger a seemingly irrational behavior.
A coincidence between objective and subjective risks Subjective risk 45degree line Objective risk
Positive assessment of avoiding risk completely, or zero risk
Coming back to the questionnaire survey… • Avoiding radiation-contaminated milk results in only a slight reduction in cancer risk, or a death probability by death. • Conversely, taking radiation-contaminated milk leads to only a slight increase in cancer risk • Thus, a response to radiation to radiation-contaminated milk may differ between: • Those who perceive own cancer risk to be quite low may be rather averse to even tiny risk, and prefer for zero risk. • Those who perceive own cancer risk to be relatively high may be insensitive to a tiny increase in cancer risk. • The questionnaire survey asked the respondents about own lifetime cancer risk: • No cancer risk: 8.3% • Lower than the national average of lifetime cancer risk (30%): 18.3% • Close to the national average: 36.8% • Above the national average: 16.3% • Unable to judge: 19.9% • No answer:0.4%
Estimation results and their implications • Who are extremely averse to radiation contamination risk? • Those who perceive own cancer risk to be rather low. • Evidence for strong preference for zero risk • Those who are young with small children. • Who are less averse to radiation contamination risk? • Those who perceive own cancer risk to be relatively high, including the old, heavy smokers, and chronic drinkers. • Policy should take into consideration heterogeneous responses to radiation-contaminated milk.
On the importance of relativity and time-consistency in risk assessment
A relative risk assessment: Risk-risk analysis • Not only radiation contamination, but also other factors are responsible for cancer risk. • Cost effectiveness in reduction of a unit of cancer risk differs substantially among different factors responsible for cancer risk. • Large-scale radiation cleanup may not be cost-effective. • A reduction in a particular risk may result in an increase in another type of risk.
Time-consistency in risk assessment • Time-consistency between ex-ante and ex-post risk assessment • Prior to an unfavorable event, a safety standard tends to be extremely conservative, but it is often relaxed afterwards. • Ordinary citizens may understand that a safety standard is relaxed arbitrarily at the sacrifice of health and safety. • May be better to set a safety standard to be not extremely conservative, but reasonable from the beginning, and keep it even after unfavorable events. • Allowing for heterogeneous responses among consumers beyond a safety standard, which is set reasonably. • Respecting differences in judgments and decisions by each other.
Conclusions • Consider possible catastrophic cases in a reasonable manner even during normal periods. • Understand on-going situations in an objective manner during crisis periods with due consideration for biases in recognition. • Making reasonable judgments: • Compare a particular risk with possible risks. • Keep consistency in assessments between before a crisis and after.