{"id":1245,"date":"2023-06-22T02:09:33","date_gmt":"2023-06-22T02:09:33","guid":{"rendered":"https:\/\/content.one.lumenlearning.com\/introstatstest\/chapter\/errors-in-hypothesis-testing-apply-it-1\/"},"modified":"2025-02-25T17:51:18","modified_gmt":"2025-02-25T17:51:18","slug":"errors-in-hypothesis-testing-apply-it-1","status":"publish","type":"chapter","link":"https:\/\/content.one.lumenlearning.com\/introstatstest\/chapter\/errors-in-hypothesis-testing-apply-it-1\/","title":{"raw":"Errors in Hypothesis Testing: Apply It 1","rendered":"Errors in Hypothesis Testing: Apply It 1"},"content":{"raw":"<section class=\"textbox learningGoals\">\r\n<ul>\r\n\t<li><span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Recognize Type I and Type II errors and their consequences&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:4609,&quot;3&quot;:{&quot;1&quot;:0},&quot;12&quot;:0,&quot;15&quot;:&quot;Calibri&quot;}\">Recognize Type I and Type II errors and their consequences.<\/span><\/li>\r\n<\/ul>\r\n<\/section>\r\n<p><img class=\"aligncenter wp-image-3973\" src=\"https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/27\/2023\/06\/20205431\/pexels-ruslan-alekso-1005486-1024x683.jpg\" alt=\"Young man holding a vape pen and blowing smoke in front of his face.\" width=\"450\" height=\"300\" \/><\/p>\r\n<p class=\"para\">Addiction is a serious problem among adolescents in the United States. The National Institute on Drug Abuse (NIDA), part of the National Institutes of Health, funds studies that investigate sources and changes in addiction and substances among teens.<\/p>\r\n<p class=\"para\">See the full article at <a href=\"https:\/\/www.drugabuse.gov\/news-events\/news-releases\/2021\/06\/adolescent-marijuana-alcohol-use-held-steady-during-covid-19-pandemic\">https:\/\/www.drugabuse.gov\/news-events\/news-releases\/2021\/06\/adolescent-marijuana-alcohol-use-held-steady-during-covid-19-pandemic<\/a>.<\/p>\r\n<p>A study conducted by the University of Michigan challenges the idea that reducing adolescent drug use can be achieved solely by limiting the supply of the drugs. The data for the University of Michigan study came from the annual Monitoring the Future (MTF) survey[footnote]National Institute on Drug Abuse. (2021, May 20). Monitoring the future. https:\/\/www.drugabuse.gov\/drug-topics\/trends-statistics\/monitoring-future[\/footnote] of substance use behaviors and related attitudes among adolescents in the United States.<\/p>\r\n<p>The data presented in this activity are based on the findings but are changed slightly for educational purposes.<\/p>\r\n<div>\r\n<section class=\"textbox tryIt\">[ohm2_question hide_question_numbers=1]950[\/ohm2_question]<\/section>\r\n<p><iframe src=\"https:\/\/lumen-learning.shinyapps.io\/inference_prop\/ \" width=\"100%\" height=\"1100\" frameborder=\"no\"><span data-mce-type=\"bookmark\" style=\"display: inline-block; width: 0px; overflow: hidden; line-height: 0;\" class=\"mce_SELRES_start\"><\/span><\/iframe><br \/>\r\n[<a href=\"https:\/\/lumen-learning.shinyapps.io\/inference_prop\/\" target=\"_blank\" rel=\"noopener\">Trouble viewing? Click to open in a new tab.<\/a>]<\/p>\r\n<section class=\"textbox tryIt\">[ohm2_question hide_question_numbers=1]1747[\/ohm2_question]<\/section>\r\n<\/div>","rendered":"<section class=\"textbox learningGoals\">\n<ul>\n<li><span data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Recognize Type I and Type II errors and their consequences&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:4609,&quot;3&quot;:{&quot;1&quot;:0},&quot;12&quot;:0,&quot;15&quot;:&quot;Calibri&quot;}\">Recognize Type I and Type II errors and their consequences.<\/span><\/li>\n<\/ul>\n<\/section>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-3973\" src=\"https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/27\/2023\/06\/20205431\/pexels-ruslan-alekso-1005486-1024x683.jpg\" alt=\"Young man holding a vape pen and blowing smoke in front of his face.\" width=\"450\" height=\"300\" srcset=\"https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/27\/2023\/06\/20205431\/pexels-ruslan-alekso-1005486-1024x683.jpg 1024w, https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/27\/2023\/06\/20205431\/pexels-ruslan-alekso-1005486-300x200.jpg 300w, https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/27\/2023\/06\/20205431\/pexels-ruslan-alekso-1005486-768x512.jpg 768w, https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/27\/2023\/06\/20205431\/pexels-ruslan-alekso-1005486-1536x1024.jpg 1536w, https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/27\/2023\/06\/20205431\/pexels-ruslan-alekso-1005486-1200x800.jpg 1200w, https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/27\/2023\/06\/20205431\/pexels-ruslan-alekso-1005486-65x43.jpg 65w, https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/27\/2023\/06\/20205431\/pexels-ruslan-alekso-1005486-225x150.jpg 225w, https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/27\/2023\/06\/20205431\/pexels-ruslan-alekso-1005486-350x233.jpg 350w, https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/27\/2023\/06\/20205431\/pexels-ruslan-alekso-1005486.jpg 1920w\" sizes=\"(max-width: 450px) 100vw, 450px\" \/><\/p>\n<p class=\"para\">Addiction is a serious problem among adolescents in the United States. The National Institute on Drug Abuse (NIDA), part of the National Institutes of Health, funds studies that investigate sources and changes in addiction and substances among teens.<\/p>\n<p class=\"para\">See the full article at <a href=\"https:\/\/www.drugabuse.gov\/news-events\/news-releases\/2021\/06\/adolescent-marijuana-alcohol-use-held-steady-during-covid-19-pandemic\">https:\/\/www.drugabuse.gov\/news-events\/news-releases\/2021\/06\/adolescent-marijuana-alcohol-use-held-steady-during-covid-19-pandemic<\/a>.<\/p>\n<p>A study conducted by the University of Michigan challenges the idea that reducing adolescent drug use can be achieved solely by limiting the supply of the drugs. The data for the University of Michigan study came from the annual Monitoring the Future (MTF) survey<a class=\"footnote\" title=\"National Institute on Drug Abuse. (2021, May 20). Monitoring the future. https:\/\/www.drugabuse.gov\/drug-topics\/trends-statistics\/monitoring-future\" id=\"return-footnote-1245-1\" href=\"#footnote-1245-1\" aria-label=\"Footnote 1\"><sup class=\"footnote\">[1]<\/sup><\/a> of substance use behaviors and related attitudes among adolescents in the United States.<\/p>\n<p>The data presented in this activity are based on the findings but are changed slightly for educational purposes.<\/p>\n<div>\n<section class=\"textbox tryIt\"><iframe loading=\"lazy\" id=\"ohm950\" class=\"resizable\" src=\"https:\/\/ohm.one.lumenlearning.com\/multiembedq.php?id=950&theme=lumen&iframe_resize_id=ohm950&source=tnh\" width=\"100%\" height=\"150\"><\/iframe><\/section>\n<p><iframe loading=\"lazy\" src=\"https:\/\/lumen-learning.shinyapps.io\/inference_prop\/\" width=\"100%\" height=\"1100\" frameborder=\"no\"><span data-mce-type=\"bookmark\" style=\"display: inline-block; width: 0px; overflow: hidden; line-height: 0;\" class=\"mce_SELRES_start\"><\/span><\/iframe><br \/>\n[<a href=\"https:\/\/lumen-learning.shinyapps.io\/inference_prop\/\" target=\"_blank\" rel=\"noopener\">Trouble viewing? Click to open in a new tab.<\/a>]<\/p>\n<section class=\"textbox tryIt\"><iframe loading=\"lazy\" id=\"ohm1747\" class=\"resizable\" src=\"https:\/\/ohm.one.lumenlearning.com\/multiembedq.php?id=1747&theme=lumen&iframe_resize_id=ohm1747&source=tnh\" width=\"100%\" height=\"150\"><\/iframe><\/section>\n<\/div>\n<hr class=\"before-footnotes clear\" \/><div class=\"footnotes\"><ol><li id=\"footnote-1245-1\">National Institute on Drug Abuse. (2021, May 20). Monitoring the future. https:\/\/www.drugabuse.gov\/drug-topics\/trends-statistics\/monitoring-future <a href=\"#return-footnote-1245-1\" class=\"return-footnote\" aria-label=\"Return to footnote 1\">&crarr;<\/a><\/li><\/ol><\/div>","protected":false},"author":8,"menu_order":28,"template":"","meta":{"_candela_citation":"[{\"type\":\"cc\",\"description\":\"Vaping\",\"author\":\"Ruslan Alekso\",\"organization\":\"Pexels\",\"url\":\"https:\/\/www.pexels.com\/photo\/photography-of-a-man-using-vape-1005486\",\"project\":\"\",\"license\":\"cc0\",\"license_terms\":\"\"}]","pb_show_title":"on","pb_short_title":"","pb_subtitle":"","pb_authors":[],"pb_section_license":""},"chapter-type":[],"contributor":[],"license":[],"part":1205,"module-header":"apply_it","content_attributions":[{"type":"cc","description":"Vaping","author":"Ruslan Alekso","organization":"Pexels","url":"https:\/\/www.pexels.com\/photo\/photography-of-a-man-using-vape-1005486","project":"","license":"cc0","license_terms":""}],"internal_book_links":[],"video_content":null,"cc_video_embed_content":{"cc_scripts":"","media_targets":[]},"try_it_collection":null,"_links":{"self":[{"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/pressbooks\/v2\/chapters\/1245"}],"collection":[{"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/pressbooks\/v2\/chapters"}],"about":[{"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/wp\/v2\/types\/chapter"}],"author":[{"embeddable":true,"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/wp\/v2\/users\/8"}],"version-history":[{"count":8,"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/pressbooks\/v2\/chapters\/1245\/revisions"}],"predecessor-version":[{"id":6318,"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/pressbooks\/v2\/chapters\/1245\/revisions\/6318"}],"part":[{"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/pressbooks\/v2\/parts\/1205"}],"metadata":[{"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/pressbooks\/v2\/chapters\/1245\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/wp\/v2\/media?parent=1245"}],"wp:term":[{"taxonomy":"chapter-type","embeddable":true,"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/pressbooks\/v2\/chapter-type?post=1245"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/wp\/v2\/contributor?post=1245"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/wp\/v2\/license?post=1245"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}