{"id":1050,"date":"2023-10-06T22:29:40","date_gmt":"2023-10-06T22:29:40","guid":{"rendered":"https:\/\/www.allendowney.com\/blog\/?p=1050"},"modified":"2023-10-06T22:30:14","modified_gmt":"2023-10-06T22:30:14","slug":"how-does-world-population-grow","status":"publish","type":"post","link":"https:\/\/www.allendowney.com\/blog\/2023\/10\/06\/how-does-world-population-grow\/","title":{"rendered":"How Does World Population Grow?"},"content":{"rendered":"\n<p>Recently I posed this question on Twitter: &#8220;Since 1960, has world population grown exponentially, quadratically, linearly, or logarithmically?&#8221;<\/p>\n\n\n\n<p>Here are the responses:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.allendowney.com\/blog\/wp-content\/uploads\/2023\/10\/Screenshot-at-2023-10-06-18-00-06.png\" alt=\"\" class=\"wp-image-1055\" style=\"width:554px;height:348px\" width=\"554\" height=\"348\" srcset=\"https:\/\/www.allendowney.com\/blog\/wp-content\/uploads\/2023\/10\/Screenshot-at-2023-10-06-18-00-06.png 723w, https:\/\/www.allendowney.com\/blog\/wp-content\/uploads\/2023\/10\/Screenshot-at-2023-10-06-18-00-06-300x188.png 300w, https:\/\/www.allendowney.com\/blog\/wp-content\/uploads\/2023\/10\/Screenshot-at-2023-10-06-18-00-06-430x270.png 430w\" sizes=\"auto, (max-width: 554px) 100vw, 554px\" \/><\/figure>\n\n\n\n<p>By a narrow margin, the most popular answer is correct &#8212; since 1960 world population growth has been roughly linear. I know this because it&#8217;s the topic of Chapter 5 of <em><a href=\"https:\/\/greenteapress.com\/wp\/modsimpy\/\">Modeling and Simulation in Python<\/a><\/em>, now available from&nbsp;<a href=\"https:\/\/nostarch.com\/modeling-and-simulation-python\">No Starch Press<\/a> and <a href=\"https:\/\/amzn.to\/3y9UxNb\">Amazon.com<\/a>.<\/p>\n\n\n\n<p>This figure &#8212; from one of the exercises &#8212; shows estimates of world population from the U.S. Census Bureau and the United Nations Department of Economic and Social Affairs, compared to a linear model.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"442\" height=\"292\" src=\"https:\/\/www.allendowney.com\/blog\/wp-content\/uploads\/2023\/10\/image.png\" alt=\"\" class=\"wp-image-1051\" srcset=\"https:\/\/www.allendowney.com\/blog\/wp-content\/uploads\/2023\/10\/image.png 442w, https:\/\/www.allendowney.com\/blog\/wp-content\/uploads\/2023\/10\/image-300x198.png 300w, https:\/\/www.allendowney.com\/blog\/wp-content\/uploads\/2023\/10\/image-409x270.png 409w\" sizes=\"auto, (max-width: 442px) 100vw, 442px\" \/><\/figure>\n\n\n\n<p>That&#8217;s pretty close to linear. <\/p>\n\n\n\n<p>Looking again at the poll, the distribution of responses suggests that this pattern is not well known. And it is a surprising pattern, because there is no obvious mechanism to explain why growth should be linear.<\/p>\n\n\n\n<p>If the global average <a href=\"https:\/\/en.wikipedia.org\/wiki\/Total_fertility_rate\">fertility rate<\/a> is constant, population grows exponentially. But over the last 60 years fertility rates have declined at precisely the rate that cancels exponential growth.<\/p>\n\n\n\n<p>I don&#8217;t think that can be anything other than a coincidence, and it looks like it won&#8217;t last. World population is now growing less-than-linearly, and <a href=\"https:\/\/youtu.be\/LBudghsdByQ?t=229\">demographers predict that it will peak around 2100<\/a>, and then decline &#8212; that is, population growth after 2100 will be negative.<\/p>\n\n\n\n<p>If you did not know that fertility rates are declining, you might wonder why &#8212; and why it really got going in the 1960s. Of course the answer is complicated, but there is one potential explanation with the right timing and the necessary global scale: the <a href=\"https:\/\/en.wikipedia.org\/wiki\/Green_Revolution\">Green Revolution<\/a>, which greatly increased agricultural yields in one region after another.<\/p>\n\n\n\n<p>It might seem like more food would yield more people, but that&#8217;s not how it turned out. More food frees people from subsistence farming and facilitates urbanization, which creates wealth and improves public health, especially child survival. And when children are more likely to survive, people generally choose to have fewer children.<\/p>\n\n\n\n<p>Urbanization and wealth also improve education and economic opportunity, especially for women. And that, along with expanded human rights, tends to lower fertility rates even more. This set of interconnected causes and effects is called the <a href=\"https:\/\/en.wikipedia.org\/wiki\/Demographic_transition\">demographic transition<\/a>.<\/p>\n\n\n\n<p>These changes in fertility, and their effect on population growth, will be the most important global trends of the 21st century. If you want to know more about them, you might like:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Chapters 5-9 of <em><a href=\"https:\/\/greenteapress.com\/wp\/modsimpy\/\">Modeling and Simulation in Python<\/a><\/em>, now available from&nbsp;<a href=\"https:\/\/nostarch.com\/modeling-and-simulation-python\">No Starch Press<\/a> and <a href=\"https:\/\/amzn.to\/3y9UxNb\">Amazon.com<\/a>.<\/li>\n\n\n\n<li>Chapter 3 of <em><a href=\"https:\/\/greenteapress.com\/wp\/probably-overthinking-it\/\">Probably Overthinking It<\/a><\/em>, which is <a href=\"https:\/\/amzn.to\/3Kp629E\">available for preorder now<\/a>.<\/li>\n\n\n\n<li><a href=\"https:\/\/youtu.be\/LBudghsdByQ\">This Kurtzgesagt video<\/a>, which was coincidentally published while I was running my poll.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Recently I posed this question on Twitter: &#8220;Since 1960, has world population grown exponentially, quadratically, linearly, or logarithmically?&#8221; Here are the responses: By a narrow margin, the most popular answer is correct &#8212; since 1960 world population growth has been roughly linear. I know this because it&#8217;s the topic of Chapter 5 of Modeling and Simulation in Python, now available from&nbsp;No Starch Press and Amazon.com. This figure &#8212; from one of the exercises &#8212; shows estimates of world population from&#8230;<\/p>\n<p class=\"read-more\"><a class=\"btn btn-default\" href=\"https:\/\/www.allendowney.com\/blog\/2023\/10\/06\/how-does-world-population-grow\/\"> Read More<span class=\"screen-reader-text\">  Read More<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[1],"tags":[],"class_list":["post-1050","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How Does World Population Grow? - Probably Overthinking It<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.allendowney.com\/blog\/2023\/10\/06\/how-does-world-population-grow\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How Does World Population Grow? - Probably Overthinking It\" \/>\n<meta property=\"og:description\" content=\"Recently I posed this question on Twitter: &#8220;Since 1960, has world population grown exponentially, quadratically, linearly, or logarithmically?&#8221; Here are the responses: By a narrow margin, the most popular answer is correct &#8212; since 1960 world population growth has been roughly linear. I know this because it&#8217;s the topic of Chapter 5 of Modeling and Simulation in Python, now available from&nbsp;No Starch Press and Amazon.com. This figure &#8212; from one of the exercises &#8212; shows estimates of world population from... 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Here's what the estimates look like (aggregated on Wikipedia from several researchers and\u2026","rel":"","context":"Similar post","block_context":{"text":"Similar post","link":""},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2023\/10\/image-14.png?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":1664,"url":"https:\/\/www.allendowney.com\/blog\/2026\/03\/29\/attention-chinese-readers\/","url_meta":{"origin":1050,"position":1},"title":"Attention, Chinese Readers","author":"AllenDowney","date":"March 29, 2026","format":false,"excerpt":"The Chinese edition of Probably Overthinking It is available now (also here)! If you have the Chinese edition, there are two sections you won't get to read -- so I am including them here. Here is an excerpt from Chapter 3, including the deleted paragraph: In the Present The women\u2026","rel":"","context":"In \"book\"","block_context":{"text":"book","link":"https:\/\/www.allendowney.com\/blog\/tag\/book\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2026\/03\/6a45a65e6a7b3201af0f74c7b7df4d57ce5c5976972ce0e69538a1914fa5cc5b.png?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":731,"url":"https:\/\/www.allendowney.com\/blog\/2022\/05\/16\/prestons-paradox\/","url_meta":{"origin":1050,"position":2},"title":"Preston&#8217;s Paradox","author":"AllenDowney","date":"May 16, 2022","format":false,"excerpt":"This article is an excerpt from my book Probably Overthinking It, to be published by the University of Chicago Press in early 2023. This book is intended for a general audience, so I explain some things that might be familiar to readers of this blog \u2013 and I leave out\u2026","rel":"","context":"In \"data science\"","block_context":{"text":"data science","link":"https:\/\/www.allendowney.com\/blog\/tag\/data-science\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2022\/05\/image-3.png?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":252,"url":"https:\/\/www.allendowney.com\/blog\/2019\/07\/27\/left-right-part-2\/","url_meta":{"origin":1050,"position":3},"title":"Left, right, part 2","author":"AllenDowney","date":"July 27, 2019","format":false,"excerpt":"In the previous article, I looked at data from the General Social Survey (GSS) to see how political alignment in the U.S. has changed, on the axis from conservative to liberal, over the last 50 years. The GSS asks respondents where they place themselves on a 7-point scale from \"extremely\u2026","rel":"","context":"In \"data science\"","block_context":{"text":"data science","link":"https:\/\/www.allendowney.com\/blog\/tag\/data-science\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2019\/07\/image-8.png?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2019\/07\/image-8.png?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2019\/07\/image-8.png?resize=525%2C300&ssl=1 1.5x"},"classes":[]},{"id":1200,"url":"https:\/\/www.allendowney.com\/blog\/2024\/01\/28\/is-the-ideology-gap-growing\/","url_meta":{"origin":1050,"position":4},"title":"Is the Ideology Gap Growing?","author":"AllenDowney","date":"January 28, 2024","format":false,"excerpt":"This tweet from John Burn-Murdoch links to an article in the Financial Times (FT), \u201cA new global gender divide is emerging\u201d, which includes this figure: The article claims: In the US, Gallup data shows that after decades where the sexes were each spread roughly equally across liberal and conservative world\u2026","rel":"","context":"Similar post","block_context":{"text":"Similar post","link":""},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2024\/01\/ideology_gap1.png?resize=350%2C200&ssl=1","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2024\/01\/ideology_gap1.png?resize=350%2C200&ssl=1 1x, https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2024\/01\/ideology_gap1.png?resize=525%2C300&ssl=1 1.5x, https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2024\/01\/ideology_gap1.png?resize=700%2C400&ssl=1 2x, https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2024\/01\/ideology_gap1.png?resize=1050%2C600&ssl=1 3x, https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2024\/01\/ideology_gap1.png?resize=1400%2C800&ssl=1 4x"},"classes":[]},{"id":521,"url":"https:\/\/www.allendowney.com\/blog\/2021\/01\/18\/college-freshmen-are-more-godless-than-ever\/","url_meta":{"origin":1050,"position":5},"title":"College Freshmen are More Godless Than Ever","author":"AllenDowney","date":"January 18, 2021","format":false,"excerpt":"In the last 30 years, college students have become much less religious. The fraction who say they have no religious affiliation has more than tripled, from about 10% to 34%. And the fraction who say they have attended a religious service in the last year fell from more than 85%\u2026","rel":"","context":"In \"atheism\"","block_context":{"text":"atheism","link":"https:\/\/www.allendowney.com\/blog\/tag\/atheism\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.allendowney.com\/blog\/wp-content\/uploads\/2021\/01\/heri.2.png?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]}],"_links":{"self":[{"href":"https:\/\/www.allendowney.com\/blog\/wp-json\/wp\/v2\/posts\/1050","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.allendowney.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.allendowney.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.allendowney.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.allendowney.com\/blog\/wp-json\/wp\/v2\/comments?post=1050"}],"version-history":[{"count":3,"href":"https:\/\/www.allendowney.com\/blog\/wp-json\/wp\/v2\/posts\/1050\/revisions"}],"predecessor-version":[{"id":1057,"href":"https:\/\/www.allendowney.com\/blog\/wp-json\/wp\/v2\/posts\/1050\/revisions\/1057"}],"wp:attachment":[{"href":"https:\/\/www.allendowney.com\/blog\/wp-json\/wp\/v2\/media?parent=1050"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.allendowney.com\/blog\/wp-json\/wp\/v2\/categories?post=1050"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.allendowney.com\/blog\/wp-json\/wp\/v2\/tags?post=1050"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}