{"id":752,"date":"2023-03-08T17:53:59","date_gmt":"2023-03-08T17:53:59","guid":{"rendered":"https:\/\/content.one.lumenlearning.com\/introstatstest\/chapter\/experimental-design-learn-it-3\/"},"modified":"2025-10-05T15:10:18","modified_gmt":"2025-10-05T15:10:18","slug":"experimental-design-learn-it-3","status":"publish","type":"chapter","link":"https:\/\/content.one.lumenlearning.com\/introstatstest\/chapter\/experimental-design-learn-it-3\/","title":{"raw":"Experimental Design: Learn It 3","rendered":"Experimental Design: Learn It 3"},"content":{"raw":"<h2>Experimental and Control Groups<\/h2>\r\n<p class=\"student12ptnumberlist\" style=\"margin-left: 0in;\">An important aspect of all experiments is a comparison between one or more groups or <b>levels<\/b> of the factor of interest. These comparisons are called <b>treatments<\/b>. In a simple experimental design, one group receives the researcher\u2019s treatment and the other group(s) does not.<\/p>\r\n<ul>\r\n\t<li class=\"student12ptnumberlist\">The group that receives the treatment is commonly called the <strong>experimental group<\/strong>.<\/li>\r\n\t<li class=\"student12ptnumberlist\">The group that does not receive the treatment is usually called the <strong>control group<\/strong>.<\/li>\r\n<\/ul>\r\n<p>The control group is usually kept under conditions that are considered typical or common for a given situation.<\/p>\r\n\r\n[caption id=\"attachment_6127\" align=\"alignnone\" width=\"898\"]<img class=\"wp-image-6127 size-full\" src=\"https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/27\/2023\/03\/11152113\/2.3LDiagram2.png\" alt=\" Diagram showing that the available test subjects are randomly split into two groups: control group and experimental group\" width=\"898\" height=\"617\" \/> Figure 1. Random assignment helps ensure that the only difference between the control and experimental groups is the treatment being tested.[\/caption]\r\n\r\n<p class=\"student12ptnumberlist\" style=\"margin-left: 0in;\">It is important to remember that the only difference between the experimental and control groups is the researcher\u2019s manipulation of the factor of interest.<\/p>\r\n<section class=\"textbox tryIt\">[ohm2_question hide_question_numbers=1]698[\/ohm2_question]<\/section>\r\n<section class=\"textbox recall\">The primary goal of an\u00a0<strong>experiment<\/strong> is to provide evidence for a cause-and-effect relationship between two variables. In contrast, an <strong>observational study<\/strong> observes individuals and measures variables of interest. We conduct observational studies to investigate questions about a population or an association between two variables. However, an observational study alone does not provide convincing evidence of a cause-and-effect relationship.<\/section>\r\n<section class=\"textbox tryIt\">[ohm2_question hide_question_numbers=1]3258[\/ohm2_question]<\/section>\r\n<section class=\"textbox tryIt\">[ohm2_question hide_question_numbers=1]3259[\/ohm2_question]<\/section>","rendered":"<h2>Experimental and Control Groups<\/h2>\n<p class=\"student12ptnumberlist\" style=\"margin-left: 0in;\">An important aspect of all experiments is a comparison between one or more groups or <b>levels<\/b> of the factor of interest. These comparisons are called <b>treatments<\/b>. In a simple experimental design, one group receives the researcher\u2019s treatment and the other group(s) does not.<\/p>\n<ul>\n<li class=\"student12ptnumberlist\">The group that receives the treatment is commonly called the <strong>experimental group<\/strong>.<\/li>\n<li class=\"student12ptnumberlist\">The group that does not receive the treatment is usually called the <strong>control group<\/strong>.<\/li>\n<\/ul>\n<p>The control group is usually kept under conditions that are considered typical or common for a given situation.<\/p>\n<figure id=\"attachment_6127\" aria-describedby=\"caption-attachment-6127\" style=\"width: 898px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-6127 size-full\" src=\"https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/27\/2023\/03\/11152113\/2.3LDiagram2.png\" alt=\"Diagram showing that the available test subjects are randomly split into two groups: control group and experimental group\" width=\"898\" height=\"617\" srcset=\"https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/27\/2023\/03\/11152113\/2.3LDiagram2.png 898w, https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/27\/2023\/03\/11152113\/2.3LDiagram2-300x206.png 300w, https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/27\/2023\/03\/11152113\/2.3LDiagram2-768x528.png 768w, https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/27\/2023\/03\/11152113\/2.3LDiagram2-65x45.png 65w, https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/27\/2023\/03\/11152113\/2.3LDiagram2-225x155.png 225w, https:\/\/content-cdn.one.lumenlearning.com\/wp-content\/uploads\/sites\/27\/2023\/03\/11152113\/2.3LDiagram2-350x240.png 350w\" sizes=\"(max-width: 898px) 100vw, 898px\" \/><figcaption id=\"caption-attachment-6127\" class=\"wp-caption-text\">Figure 1. Random assignment helps ensure that the only difference between the control and experimental groups is the treatment being tested.<\/figcaption><\/figure>\n<p class=\"student12ptnumberlist\" style=\"margin-left: 0in;\">It is important to remember that the only difference between the experimental and control groups is the researcher\u2019s manipulation of the factor of interest.<\/p>\n<section class=\"textbox tryIt\"><iframe loading=\"lazy\" id=\"ohm698\" class=\"resizable\" src=\"https:\/\/ohm.one.lumenlearning.com\/multiembedq.php?id=698&theme=lumen&iframe_resize_id=ohm698&source=tnh\" width=\"100%\" height=\"150\"><\/iframe><\/section>\n<section class=\"textbox recall\">The primary goal of an\u00a0<strong>experiment<\/strong> is to provide evidence for a cause-and-effect relationship between two variables. In contrast, an <strong>observational study<\/strong> observes individuals and measures variables of interest. We conduct observational studies to investigate questions about a population or an association between two variables. However, an observational study alone does not provide convincing evidence of a cause-and-effect relationship.<\/section>\n<section class=\"textbox tryIt\"><iframe loading=\"lazy\" id=\"ohm3258\" class=\"resizable\" src=\"https:\/\/ohm.one.lumenlearning.com\/multiembedq.php?id=3258&theme=lumen&iframe_resize_id=ohm3258&source=tnh\" width=\"100%\" height=\"150\"><\/iframe><\/section>\n<section class=\"textbox tryIt\"><iframe loading=\"lazy\" id=\"ohm3259\" class=\"resizable\" src=\"https:\/\/ohm.one.lumenlearning.com\/multiembedq.php?id=3259&theme=lumen&iframe_resize_id=ohm3259&source=tnh\" width=\"100%\" height=\"150\"><\/iframe><\/section>\n","protected":false},"author":13,"menu_order":9,"template":"","meta":{"_candela_citation":"[]","pb_show_title":"on","pb_short_title":"","pb_subtitle":"","pb_authors":[],"pb_section_license":""},"chapter-type":[],"contributor":[],"license":[],"part":743,"module-header":"learn_it","content_attributions":[],"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\/752"}],"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\/13"}],"version-history":[{"count":16,"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/pressbooks\/v2\/chapters\/752\/revisions"}],"predecessor-version":[{"id":7049,"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/pressbooks\/v2\/chapters\/752\/revisions\/7049"}],"part":[{"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/pressbooks\/v2\/parts\/743"}],"metadata":[{"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/pressbooks\/v2\/chapters\/752\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/wp\/v2\/media?parent=752"}],"wp:term":[{"taxonomy":"chapter-type","embeddable":true,"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/pressbooks\/v2\/chapter-type?post=752"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/wp\/v2\/contributor?post=752"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/content.one.lumenlearning.com\/introstatstest\/wp-json\/wp\/v2\/license?post=752"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}