パンデミックを止めるために他者への強い配慮は必要ない ―感染時の自己隔離は自然な生存戦略であることを数理モデルが解明 ―

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2026-03-06 京都大学

京都大学、ウォーリック大学、東京大学の研究チームは、感染症流行時に人々が取る行動を数理モデルとゲーム理論で分析し、感染時の自己隔離が必ずしも強い利他心に依存しなくても自然に選択される戦略であることを示した。従来は、感染者が隔離しても直接的な利益が少ないため、他者への配慮がなければ自己隔離は広がらないと考えられていた。本研究では感染規模、接触機会、ワクチン接種までの期間などを組み込んだモデルを構築し、人々の意思決定が集団レベルの感染拡大に与える影響を解析した。その結果、わずかな利他性しか持たない場合でも、感染時に接触を減らす行動が合理的な選択となり得ることが示され、多くの人が同様に行動すれば大規模流行を抑えられる可能性が示された。本成果は公衆衛生政策における自発的行動の重要性を示す新たな視点を提供する。研究成果はPNASに掲載された。

パンデミックを止めるために他者への強い配慮は必要ない ―感染時の自己隔離は自然な生存戦略であることを数理モデルが解明 ―
©️京都大学

<関連情報>

利他性を組み込んだ感染症流行の理論 The theory of epidemics with altruism

Mark P. Lynch, Simon K. Schnyder, John J. Molina, +1 , and Matthew S. Turner
Proceedings of the National Academy of Sciences  Published:February 27, 2026
DOI:https://doi.org/10.1073/pnas.2518893123

Significance

The question of whether to social distance when infected with a dangerous disease can be viewed as a problem in game theory. We find that such behavior is only rational for individuals with a minimum level of altruism, quantifying how much they care about the outcomes of others in the population. Remarkably, the altruism threshold above which it is rational to protect others like this can be extremely low: valuing one’s own life as equivalent to 100,000 others. Our work may be useful for policy makers. It may also help understand the behavior of animals living in groups of related kin. Here, a similar Nash equilibrium exists in which it would be advantageous for animals to socially distance when sick.

Abstract

Social distancing can mitigate the spread of diseases in humans and animals. Social distancing allows susceptible individuals to protect themselves (and others) but confers no personal benefit for infected individuals if recovery provides immunity. However, individuals are likely to be at least weakly altruistic and may be interested in protecting others when infected. A strongly altruistic population where individuals value others as equal to themselves would be expected to self-isolate when infected. This would strongly suppress the disease, avoid Herd Immunity, and vastly improve outcomes. Still, little is known about how weaker altruism affects behavior during epidemics. Here we show using game theory that even extremely weakly altruistic individuals, valuing their own lives equivalent to roughly 100,000 others, can rationally achieve almost identical outcomes. Individuals self-isolate in order to avoid setting off chains of infections that they would perceive as costly to them even at such small altruism. Our results are robust to a moderate fraction of asymptomatic cases or completely selfish individuals. The resulting behavior, while emerging from a complex optimization problem, is simple enough that it could have evolved as a behavioral response in social animals, as well as being easy to communicate and understand for humans.

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