{"id":6988,"date":"2018-12-03T17:27:57","date_gmt":"2018-12-03T09:27:57","guid":{"rendered":"https:\/\/smartairfilters.com\/?p=6988"},"modified":"2022-07-27T13:49:00","modified_gmt":"2022-07-27T05:49:00","slug":"how-do-people-in-beijing-exercise-with-such-bad-air-pollution","status":"publish","type":"post","link":"https:\/\/smartairfilters.com\/en\/blog\/how-do-people-in-beijing-exercise-with-such-bad-air-pollution\/","title":{"rendered":"This Is When Exercise In Air Pollution Does More Harm Than Good"},"content":{"rendered":"<p><span>I\u2019m in Beijing right now, and I\u2019m going to exercise today. So what can I do when the world outside my window looks like this? Would exercise in this air pollution do more harm than good? Is it better to not exercise at all?<\/span><\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" src=\"\/wordpress\/wp-content\/uploads\/2018\/09\/1-1.png\" alt=\"\" width=\"484\" height=\"296\" class=\"aligncenter wp-image-6681 \"><\/p>\n<h3><\/h3>\n<h3 class=\"ui_qtext_para\"><b>1. The point where exercise becomes harmful<\/b><\/h3>\n<p class=\"ui_qtext_para\">Researchers at Cambridge analyzed studies on the benefits of exercise and the harms of air pollution and tried to<span>&nbsp;<\/span><span class=\"qlink_container\"><a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S0091743516000402\" rel=\"noopener nofollow noreferrer\" target=\"_blank\" class=\"external_link\">calculate how bad the air has to be<\/a><\/span><span>&nbsp;<\/span>for exercise to be harmful. There are lots of different types of pollution, but they focused on particle pollution (<span class=\"qlink_container\"><a href=\"https:\/\/www.quora.com\/What-is-the-difference-between-PM2-5-and-PM10-with-respect-to-the-atmospheric-pollutants\/answer\/Thomas-Talhelm\">PM2.5<\/a><\/span>), which<span>&nbsp;<\/span><span class=\"qlink_container\"><a href=\"http:\/\/www.who.int\/mediacentre\/factsheets\/fs313\/en\/\" rel=\"noopener nofollow noreferrer\" target=\"_blank\" class=\"external_link\">the WHO says kills more people than any other pollutant<\/a><\/span>. They used biking outdoors as the form of exercise\u2014something I\u2019ve experienced in Delhi.<\/p>\n<p><img decoding=\"async\" src=\"\/wordpress\/wp-content\/uploads\/2018\/09\/2.png\" alt=\"\" width=\"447\" height=\"293\" class=\"aligncenter wp-image-6682 \"><\/p>\n<p><span>Here\u2019s the cost-benefit analysis in a city with 50 micrograms\/m3 of PM2.5 pollution. That\u2019s about&nbsp;<\/span><span class=\"qlink_container\"><a href=\"https:\/\/smartairfilters.com\/en\/blog\/chinas-air-improve-2016\/\" rel=\"noopener nofollow noreferrer\" target=\"_blank\" class=\"external_link\">the average level in Shanghai<\/a><\/span><span>. For comparison, the WHO annual limit is&nbsp;<\/span><span class=\"qlink_container\"><a href=\"http:\/\/www.who.int\/mediacentre\/factsheets\/fs313\/en\/\" rel=\"noopener nofollow noreferrer\" target=\"_blank\" class=\"external_link\">10 micrograms<\/a><\/span><span>.<\/span><\/p>\n<p>First check out the green circle, the tipping point. Biking outside is beneficial to lifespan (in other words, \u201cnot dying\u201d) up to about 70 minutes.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/12\/exercisinggraphs-2.png\" alt=\"\" width=\"836\" height=\"470\" class=\"wp-image-17463 aligncenter\" srcset=\"https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/12\/exercisinggraphs-2.png 2667w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/12\/exercisinggraphs-2-600x337.png 600w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/12\/exercisinggraphs-2-1024x576.png 1024w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/12\/exercisinggraphs-2-300x169.png 300w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/12\/exercisinggraphs-2-768x432.png 768w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/12\/exercisinggraphs-2-1536x864.png 1536w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/12\/exercisinggraphs-2-2048x1152.png 2048w\" sizes=\"(max-width: 836px) 100vw, 836px\" \/><\/p>\n<p class=\"ui_qtext_para\">Then check out the red circle, the breakeven point.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/12\/exercisinggraphs-1.png\" alt=\"\" width=\"807\" height=\"453\" class=\"wp-image-17462 aligncenter\" srcset=\"https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/12\/exercisinggraphs-1.png 2667w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/12\/exercisinggraphs-1-600x337.png 600w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/12\/exercisinggraphs-1-1024x576.png 1024w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/12\/exercisinggraphs-1-300x169.png 300w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/12\/exercisinggraphs-1-768x432.png 768w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/12\/exercisinggraphs-1-1536x864.png 1536w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/12\/exercisinggraphs-1-2048x1152.png 2048w\" sizes=\"(max-width: 807px) 100vw, 807px\" \/><\/p>\n<p class=\"ui_qtext_para\">At about 300 minutes it actually starts to become harmful. But at that point you\u2019ve been biking for almost five hours, so you need a break anyway.<\/p>\n<p class=\"ui_qtext_para\"><b>Is exercise as good as pollution is bad?<\/b><\/p>\n<p class=\"ui_qtext_para\">Let\u2019s say you do both. You exercise, but you breathe polluted air. How do those balance out? Are you back to the starting point?<\/p>\n<p class=\"ui_qtext_para\">For a sense of scale, I got statistics on the danger of different behaviors from<span>&nbsp;<\/span><span class=\"qlink_container\"><a href=\"https:\/\/www.sciencedaily.com\/releases\/2018\/08\/180822112406.htm\" rel=\"noopener nofollow noreferrer\" target=\"_blank\" class=\"external_link\">this recent epidemiological study<\/a><\/span>. They don\u2019t have exercise, so I compared eating unhealthy foods. Here\u2019s the years of life lost from PM2.5 versus eating unhealthy foods.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"\/wordpress\/wp-content\/uploads\/2018\/09\/5-1.jpg\" alt=\"\" width=\"547\" height=\"205\" class=\"aligncenter wp-image-6685 \" srcset=\"https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/09\/5-1.jpg 602w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/09\/5-1-300x112.jpg 300w\" sizes=\"(max-width: 547px) 100vw, 547px\" \/><\/p>\n<p class=\"ui_qtext_para\">The effect of eating a bad diet is worse than air pollution. My guess is exercise is at least as potent as air pollution, if not stronger. That\u2019s why exercise is still helpful in a polluted city.<\/p>\n<p class=\"ui_qtext_para\"><b>But what about really bad days and really bad cities?<\/b><\/p>\n<p class=\"ui_qtext_para\">Hey, 50 micrograms, that\u2019s child\u2019s play!<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"\/wordpress\/wp-content\/uploads\/2018\/09\/6-1.png\" alt=\"\" width=\"399\" height=\"311\" class=\"aligncenter wp-image-6686 \"><\/p>\n<p class=\"ui_qtext_para\">Places like Beijing and Delhi have real man air. The World Health Organization found<span>&nbsp;<\/span><span class=\"qlink_container\"><a href=\"https:\/\/delhiair.org\/india-and-delhi\/so-how-bad-is-the-air-in-delhi\/\" rel=\"noopener nofollow noreferrer\" target=\"_blank\" class=\"external_link\">Delhi\u2019s PM2.5 averages 153 micrograms<\/a><\/span>. Beijing easily has days that bad. So how does the calculus change then?<\/p>\n<p class=\"ui_qtext_para\">Here\u2019s a slightly different graph with the tipping point (red) and break-even point (blue). I drew a line for Delhi\u2019s average PM2.5. In Delhi, biking starts to be harmful at just 30 minutes (the breakeven point).<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"\/wordpress\/wp-content\/uploads\/2018\/09\/7-1.png\" alt=\"\" width=\"394\" height=\"326\" class=\"aligncenter wp-image-6687 \"><\/p>\n<p><span>The line for the tipping point doesn\u2019t even extend up to Delhi\u2019s PM2.5 levels, so we don\u2019t know at what point it loses its beneficial effect. I tried extending the line up and came up with, maybe 2 minutes?<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"\/wordpress\/wp-content\/uploads\/2018\/09\/8.png\" alt=\"\" width=\"424\" height=\"352\" class=\"aligncenter wp-image-6688 \"><\/p>\n<p class=\"ui_qtext_para\">And keep in mind,<span>&nbsp;<\/span><b>this is only considering PM2.5 pollution<\/b>. It does not take into account any gas pollutants like ozone or NO2. So the total effect of all air pollutants would be worse.<\/p>\n<p class=\"ui_qtext_para\"><b>Bottom line:<span>&nbsp;<\/span><\/b>This estimate suggests outdoor exercise on bad air days or particularly bad cities becomes harmful after just a few minutes.<\/p>\n<p class=\"ui_qtext_para\"><b>But, but\u2026<\/b><\/p>\n<p class=\"ui_qtext_para\">Keep in mind this is an estimate. It is based on epidemiology research, but it uses lots of assumptions. There are lots of factors that could change the equation:<\/p>\n<ul>\n<li>If you\u2019re overweight, the benefit of exercise would probably be much higher.<\/li>\n<li>If your body reacts strongly to air pollution, the harm probably starts earlier for you.<\/li>\n<li>This estimate is only for death. It doesn\u2019t calculate in not-fun, but not-death problems like lung function and asthma.<\/li>\n<\/ul>\n<p class=\"ui_qtext_para\">If all that sounds like a lot of assumptions and uncertainty, here are two ways to change that equation.<\/p>\n<h3 class=\"ui_qtext_para\"><b>2. How I\u2019m getting my exercise today in Beijing.<\/b><\/h3>\n<p class=\"ui_qtext_para\"><b>Method 1:<span>&nbsp;<\/span><\/b>When I\u2019m in Beijing, I solve this problem by wearing a mask.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"\/wordpress\/wp-content\/uploads\/2018\/09\/9-1.png\" alt=\"\" width=\"459\" height=\"472\" class=\"aligncenter wp-image-6689 \"><\/p>\n<p class=\"ui_qtext_para\">These simple masks are as cheap as 50 cents, and scientific studies conclusively show they reduce particle exposure by well over 90% (<span class=\"qlink_container\"><a href=\"https:\/\/www.quora.com\/Are-there-any-anti-pollution-masks-that-work-Has-there-been-reputable-research-on-the-effectiveness-of-anti-pollution-masks-Is-it-recommended-to-wear-these-or-is-this-unnecessary\/answer\/Thomas-Talhelm\">I run through the evidence here<\/a><\/span>). Solid random-assignment studies have also found that wearing masks just like these prevent effects on blood pressure and heart rate variability (<span class=\"qlink_container\"><a href=\"https:\/\/www.quora.com\/Is-there-a-medically-proven-advantage-to-wearing-a-pollution-mask-when-cycling\/answer\/Thomas-Talhelm\">I explain those studies here<\/a><\/span>).<\/p>\n<p class=\"ui_qtext_para\">I\u2019ve fit-tested these masks on my very own face and found these masks easily score over 90%.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"\/wordpress\/wp-content\/uploads\/2018\/09\/10-1.png\" alt=\"\" width=\"379\" height=\"266\" class=\"aligncenter wp-image-6690 \"><\/p>\n<p><span>Here are results from several masks on my face and my colleague\u2019s face:<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"\/wordpress\/wp-content\/uploads\/2018\/09\/11-1.png\" alt=\"\" width=\"430\" height=\"363\" class=\"aligncenter wp-image-6691 \"><\/p>\n<p><span>So when I\u2019m in Beijing and Delhi, I bike around all day getting good cardio exercise while breathing less particulate than people sitting indoors. And I don\u2019t need to mess around with cost-benefit models!<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"\/wordpress\/wp-content\/uploads\/2018\/09\/12.jpg\" alt=\"\" width=\"370\" height=\"282\" class=\"aligncenter wp-image-6692 \"><\/p>\n<p class=\"ui_qtext_para\"><b>Method 2:<span>&nbsp;<\/span><\/b>I work out indoors.<\/p>\n<p class=\"ui_qtext_para\">Here\u2019s a trick: Simply by being indoors, you\u2019re breathing less particulate pollution.<\/p>\n<p class=\"ui_qtext_para\">I<span>&nbsp;<\/span><span class=\"qlink_container\"><a href=\"https:\/\/www.quora.com\/Does-staying-indoors-during-days-of-heavy-pollution-actually-protect-one-from-the-health-effects-of-air-pollution\/answer\/Thomas-Talhelm\">tested air indoors and outdoors in Beijing and Shanghai<\/a><\/span><span>&nbsp;<\/span>(including at my gym!). The data showed that particulate levels indoors are only about 60% of outdoor levels, even in places that don\u2019t use purifiers.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"\/wordpress\/wp-content\/uploads\/2018\/09\/12-1.png\" alt=\"\" width=\"468\" height=\"293\" class=\"aligncenter wp-image-6693 \"><\/p>\n<p class=\"ui_qtext_para\">My results are almost identical to<span>&nbsp;<\/span><span class=\"qlink_container\"><a href=\"https:\/\/nepis.epa.gov\/Exe\/ZyNET.exe\/9100CCPM.TXT?Back=ZyActionS&amp;BackDesc=Results+page&amp;Client=EPA&amp;DefSeekPage=x&amp;Display=p%7Cf&amp;Docs=&amp;EndTime=&amp;ExtQFieldOp=0&amp;File=D%3A%5Czyfiles%5CIndex+Data%5C06thru10%5CTxt%5C00000017%5C9100CCPM.txt&amp;FuzzyDegree=0&amp;ImageQuality=r75g8%2Fr75g8%2Fx150y150g16%2Fi425&amp;Index=2006+Thru+2010&amp;IntQFieldOp=0&amp;MaximumDocuments=1&amp;MaximumPages=1&amp;Password=anonymous&amp;QField=&amp;QFieldDay=&amp;QFieldMonth=&amp;QFieldYear=&amp;Query=&amp;SearchBack=ZyActionL&amp;SearchMethod=1&amp;SeekPage=x&amp;SortMethod=h%7C-&amp;Time=&amp;Toc=&amp;TocEntry=&amp;TocRestrict=n&amp;User=ANONYMOUS&amp;XmlQuery=&amp;ZyActionD=ZyDocument&amp;ZyEntry=1&amp;ZyPURL\" rel=\"noopener nofollow noreferrer\" target=\"_blank\" class=\"external_link\">the US EPA\u2019s much more rigorous tests<\/a><\/span>.<\/p>\n<p class=\"ui_qtext_para\">Just make sure that the doors and windows are closed! The effect basically goes away in places with the windows open.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"\/wordpress\/wp-content\/uploads\/2018\/09\/13-1.png\" alt=\"\" width=\"498\" height=\"398\" class=\"aligncenter wp-image-6694 \" srcset=\"https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/09\/13-1.png 447w, https:\/\/smartairfilters.com\/wordpress\/wp-content\/uploads\/2018\/09\/13-1-300x239.png 300w\" sizes=\"(max-width: 498px) 100vw, 498px\" \/><\/p>\n<p class=\"ui_qtext_para\">And if you want to limit exposure even further, you can workout at home with a purifier on.<\/p>\n<p class=\"ui_qtext_para\"><b>Bottom line:<span>&nbsp;<\/span><\/b>Exercising indoors will reduce particulate exposure.<\/p>\n<p class=\"ui_qtext_para\">That\u2019s how I manage to exercise and stay healthy while still getting to explore amazing cities like Beijing and Delhi.<\/p>\n<p><strong>Breathe safe!<\/strong><\/p>","protected":false},"excerpt":{"rendered":"<p>I\u2019m in Beijing right now, and I\u2019m going to exercise today. So what can I do when the world outside my window looks like this? Would exercise in this air pollution do more harm than good? Is it better to not exercise at all? 1. The point where exercise becomes &#8230; <\/p>\n<p class=\"read-more-container\"><a title=\"This Is When Exercise In Air Pollution Does More Harm Than Good\" class=\"read-more button\" href=\"https:\/\/smartairfilters.com\/en\/blog\/how-do-people-in-beijing-exercise-with-such-bad-air-pollution\/#more-6988\" aria-label=\"Read more about This Is When Exercise In Air Pollution Does More Harm Than Good\">Read more<\/a><\/p>\n","protected":false},"author":1035,"featured_media":7043,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"","_relevanssi_noindex_reason":"","footnotes":""},"categories":[17,260,264,257],"tags":[272,75,345],"class_list":["post-6988","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-air-pollution","category-air-pollution-health-effects","category-indoor-air","category-pm2-5","tag-air-pollution","tag-beijing","tag-exercise","resize-featured-image"],"acf":[],"_links":{"self":[{"href":"https:\/\/smartairfilters.com\/en\/wp-json\/wp\/v2\/posts\/6988","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/smartairfilters.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/smartairfilters.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/smartairfilters.com\/en\/wp-json\/wp\/v2\/users\/1035"}],"replies":[{"embeddable":true,"href":"https:\/\/smartairfilters.com\/en\/wp-json\/wp\/v2\/comments?post=6988"}],"version-history":[{"count":9,"href":"https:\/\/smartairfilters.com\/en\/wp-json\/wp\/v2\/posts\/6988\/revisions"}],"predecessor-version":[{"id":17539,"href":"https:\/\/smartairfilters.com\/en\/wp-json\/wp\/v2\/posts\/6988\/revisions\/17539"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/smartairfilters.com\/en\/wp-json\/wp\/v2\/media\/7043"}],"wp:attachment":[{"href":"https:\/\/smartairfilters.com\/en\/wp-json\/wp\/v2\/media?parent=6988"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/smartairfilters.com\/en\/wp-json\/wp\/v2\/categories?post=6988"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/smartairfilters.com\/en\/wp-json\/wp\/v2\/tags?post=6988"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}