{"id":45067,"date":"2026-02-23T23:51:11","date_gmt":"2026-02-23T23:51:11","guid":{"rendered":"https:\/\/naijaglobalnews.org\/?p=45067"},"modified":"2026-02-23T23:51:11","modified_gmt":"2026-02-23T23:51:11","slug":"who-should-shovel-the-snow-this-weird-math-puzzle-can-help","status":"publish","type":"post","link":"https:\/\/naijaglobalnews.org\/?p=45067","title":{"rendered":"Who should shovel the snow? This weird math puzzle can help"},"content":{"rendered":"<p>\n<\/p>\n<p class=\"article_pub_date-zPFpJ\">February 23, 2026<\/p>\n<p class=\"article_read_time-ZYXEi\">3 min read<\/p>\n<p> <span class=\"google_cta_text-ykyUj\"><span class=\"google_cta_text_desktop-wtvUj\">Add Us On Google<\/span><span class=\"google_cta_text_mobile-jmni9\">Add SciAm<\/span><\/span><span class=\"google_cta_icon-pdHW3\"\/><\/p>\n<p>Who should shovel the snow? This weird math puzzle can help<\/p>\n<p>Blizzards are a real-life example of what game theorists call the \u201csnowdrift problem,\u201d a cousin of the prisoner\u2019s dilemma that offers clues to why we choose to cooperate<\/p>\n<p class=\"article_authors-ZdsD4\">By Joseph Howlett <span class=\"article_editors__links-aMTdN\">edited by Clara Moskowitz<\/span><\/p>\n<p class=\"\" data-block=\"sciam\/paragraph\">A blizzard is a real test of the social contract. Nature dumps 12 to 18 inches of inconvenience uniformly across an entire community and leaves it up to you and your neighbors to sort out the mess. Who clears the streets or the sidewalk? What about the \u201csneckdowns\u201d?! Every storm leaves behind a labyrinth of communal responsibility for us to resolve and not always without conflict.<\/p>\n<p class=\"\" data-block=\"sciam\/paragraph\">It\u2019s still largely an open mystery why and how social creatures like ourselves choose to cooperate. Game theorists, computer scientists, anthropologists and behavioral economists have all come at the problem from different angles. There\u2019s even a scientific version of the blizzard conundrum called the \u201csnowdrift problem.\u201d<\/p>\n<p class=\"\" data-block=\"sciam\/paragraph\">It\u2019s a variation of the prisoner\u2019s dilemma, where two accomplices in a robbery are separated and asked to snitch on each other. Each has to decide whether to betray their partner in order to go free or to stay silent in hopes that both may get off. (If both snitch, both go to jail.) The snowdrift problem asks a related question: Who should shovel in a selfish world?<\/p>\n<h2>On supporting science journalism<\/h2>\n<p>If you&#8217;re enjoying this article, consider supporting our award-winning journalism by subscribing. By purchasing a subscription you are helping to ensure the future of impactful stories about the discoveries and ideas shaping our world today.<\/p>\n<p class=\"\" data-block=\"sciam\/paragraph\">Imagine you wake up, mid-snowstorm, and must get to work. You manage to exhume your car and make it halfway until a massive snowdrift blocks the road. There\u2019s another car coming from the other direction that is stuck as well, and you both have a shovel.<\/p>\n<p class=\"\" data-block=\"sciam\/paragraph\">Both drivers must choose whether or not to cooperate. The game assigns points to each of the four possible outcomes. You win the most points if you can convince the other person to do all of the work. The payout is moderate if both agree to shovel\u2014everyone gets to their job with minimal delay. And even if your opponent opts to stay warm in the car, you\u2019re better off shoveling. It\u2019s not fair, but at least you\u2019ll (eventually) get where you\u2019re going.<\/p>\n<p class=\"\" data-block=\"sciam\/paragraph\">Game theorists usually break up the decision into several rounds, as if the two drivers renegotiate after every few minutes of shoveling. Compared with the ostensible consequences of the prisoner\u2019s dilemma, getting fleeced in the snowdrift problem\u2019s scenario isn\u2019t quite as disastrous. (Any amount of tardiness at work beats years in prison.) But in both games, theorists argue, it\u2019s generally better to cheat your opponent if you can. This result raises a question: Why do humans cooperate as much as we do?<\/p>\n<p class=\"\" data-block=\"sciam\/paragraph\">Studies show the blizzard version of the game leads to more cooperation than the prisoner\u2019s dilemma does. And many sociologists think the former is a better proxy for real-world cooperative challenges, where betrayal often hurts oneself as well as others.<\/p>\n<p class=\"\" data-block=\"sciam\/paragraph\">The snowdrift problem and variants of it are still active areas of study. Recently scientists used graph theory to evaluate a new strategy, which they call \u201cpoor-defect-rich-cooperation.\u201d It roughly translates to the following advice: check whether your neighbors are cooperating; if their driveways look clear, then you should decide to pitch in as well.<\/p>\n<p class=\"\" data-block=\"sciam\/paragraph\">Scientists turn to these very simplistic models because cooperation is a true wonder of the natural world. Natural selection seems to prescribe selfishness in most situations, and yet, all over the animal kingdom, we see the fruits of collaboration. Games like the snowdrift problem are a way to explore this puzzle using simple math, with the aim of figuring out how a bunch of selfish individuals add up to a coherent society.<\/p>\n<p class=\"\" data-block=\"sciam\/paragraph\">Now stop procrastinating and go shovel that walkway.<\/p>\n<h2 class=\"subscriptionPleaHeading-DMY4w\">It\u2019s Time to Stand Up for Science<\/h2>\n<p class=\"subscriptionPleaText--StZo\">If you enjoyed this article, I\u2019d like to ask for your support. <span class=\"subscriptionPleaItalicFont-i0VVV\">Scientific American<\/span> has served as an advocate for science and industry for 180 years, and right now may be the most critical moment in that two-century history.<\/p>\n<p class=\"subscriptionPleaText--StZo\">I\u2019ve been a <span class=\"subscriptionPleaItalicFont-i0VVV\">Scientific American<\/span> subscriber since I was 12 years old, and it helped shape the way I look at the world. <span class=\"subscriptionPleaItalicFont-i0VVV\">SciAm <\/span>always educates and delights me, and inspires a sense of awe for our vast, beautiful universe. I hope it does that for you, too.<\/p>\n<p class=\"subscriptionPleaText--StZo\">If you subscribe to <span class=\"subscriptionPleaItalicFont-i0VVV\">Scientific American<\/span>, you help ensure that our coverage is centered on meaningful research and discovery; that we have the resources to report on the decisions that threaten labs across the U.S.; and that we support both budding and working scientists at a time when the value of science itself too often goes unrecognized.<\/p>\n<p class=\"subscriptionPleaText--StZo\">In return, you get essential news, captivating podcasts, brilliant infographics, can&#8217;t-miss newsletters, must-watch videos, challenging games, and the science world&#8217;s best writing and reporting. You can even gift someone a subscription.<\/p>\n<p class=\"subscriptionPleaText--StZo\">There has never been a more important time for us to stand up and show why science matters. I hope you\u2019ll support us in that mission.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>February 23, 2026 3 min read Add Us On GoogleAdd SciAm Who should shovel the snow? This weird math puzzle can help Blizzards are a real-life example of what game theorists call the \u201csnowdrift problem,\u201d a cousin of the prisoner\u2019s dilemma that offers clues to why we choose to cooperate By Joseph Howlett edited by<\/p>\n","protected":false},"author":1,"featured_media":45068,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[58],"tags":[4693,2403,23270,2774,2174],"class_list":{"0":"post-45067","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-science","8":"tag-math","9":"tag-puzzle","10":"tag-shovel","11":"tag-snow","12":"tag-weird"},"_links":{"self":[{"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=\/wp\/v2\/posts\/45067","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=45067"}],"version-history":[{"count":0,"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=\/wp\/v2\/posts\/45067\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=\/wp\/v2\/media\/45068"}],"wp:attachment":[{"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=45067"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=45067"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=45067"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}