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It is shown that the classical Hamilton\u2019s rule (counterfactual method), combined with demographic payoff functions, leads to easily testable models. It works well in the case when the roles of donor and receiver are randomly drawn during each interaction event. This is illustrated by the alarm call example. However, we can imagine situations in which role-switching results from some external mechanism, for example, fluxes of individuals between the border and the interior of the habitat, when only border individuals may spot the threat and warn their neighbors. To cover these cases, a new model is extended to the case with explicit dynamics of the role distributions among carriers of different strategies, driven by some general mechanisms. It is thereby shown that even in the case when fluxes between roles are driven by selectively neutral mechanisms (acting in the same way on all strategies), differences in mortality in the focal interaction lead to different distributions of roles for different strategies. This leads to a more complex rule for cooperation than the classical Hamilton\u2019s rule. In addition to the classical cost and benefit components, the new rule contains a third component weighted by the difference in proportions of the donors among carriers of both strategies. Depending on the sign, this component can be termed the \u201csurvival surplus\u201d, when the donor\u2019s survival is greater than the receiver\u2019s survival, or the \u201csacrifice cost\u201d (when it decreases the benefit), when the receiver\u2019s survival exceeds that of the helping donor. When we allow different role-switching rates for different strategies, cooperators can win even in the case when the assortment mechanism is inefficient (i.e., the probability of receiving help for noncooperators is slightly greater than for cooperators), which is impossible in classical Hamilton\u2019s rule.<\/jats:p>","DOI":"10.1007\/s13235-025-00638-2","type":"journal-article","created":{"date-parts":[[2025,5,12]],"date-time":"2025-05-12T03:24:17Z","timestamp":1747020257000},"page":"1123-1163","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Beyond the Classical Hamilton\u2019s Rule: State Distribution Asymmetry and the Dynamics of Altruism"],"prefix":"10.1007","volume":"15","author":[{"given":"Krzysztof","family":"Argasinski","sequence":"first","affiliation":[]},{"given":"Ryszard","family":"Rudnicki","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,5,12]]},"reference":[{"key":"638_CR1","doi-asserted-by":"crossref","first-page":"42","DOI":"10.1016\/j.jtbi.2011.05.008","volume":"299","author":"I Alger","year":"2012","unstructured":"Alger I, Weibull JW (2012) A generalization of Hamilton\u2019s rule-Love others how much? 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