{"id":32617,"date":"2021-05-19T13:00:34","date_gmt":"2021-05-19T18:00:34","guid":{"rendered":"https:\/\/lafeber.com\/pet-birds\/?p=32617"},"modified":"2025-09-16T17:53:12","modified_gmt":"2025-09-16T22:53:12","slug":"inside-dr-pepperbergs-lab-what-goes-into-research-design","status":"publish","type":"post","link":"https:\/\/lafeber.com\/pet-birds\/inside-dr-pepperbergs-lab-what-goes-into-research-design\/","title":{"rendered":"Inside Dr. Pepperberg&#8217;s Lab: What Goes Into Research Design"},"content":{"rendered":"<figure id=\"attachment_32618\" aria-describedby=\"caption-attachment-32618\" style=\"width: 300px\" class=\"wp-caption alignright\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-32618 size-medium\" src=\"https:\/\/lafeber.com\/pet-birds\/wp-content\/uploads\/2021\/05\/Screen-Shot-2021-05-18-at-11.23.37-PM-300x153.png\" alt=\"\" width=\"300\" height=\"153\" srcset=\"https:\/\/lafeber.com\/pet-birds\/wp-content\/uploads\/2021\/05\/Screen-Shot-2021-05-18-at-11.23.37-PM-300x153.png 300w, https:\/\/lafeber.com\/pet-birds\/wp-content\/uploads\/2021\/05\/Screen-Shot-2021-05-18-at-11.23.37-PM-1200x611.png 1200w, https:\/\/lafeber.com\/pet-birds\/wp-content\/uploads\/2021\/05\/Screen-Shot-2021-05-18-at-11.23.37-PM-768x391.png 768w, https:\/\/lafeber.com\/pet-birds\/wp-content\/uploads\/2021\/05\/Screen-Shot-2021-05-18-at-11.23.37-PM-1536x782.png 1536w, https:\/\/lafeber.com\/pet-birds\/wp-content\/uploads\/2021\/05\/Screen-Shot-2021-05-18-at-11.23.37-PM.png 1572w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><figcaption id=\"caption-attachment-32618\" class=\"wp-caption-text\">Courtesy of Dr. Irene Pepperberg<\/figcaption><\/figure>\n<p>The purportedly simple task called \u201cmatch-to-sample\u201d seems straightforward and forms the basis of many more advanced types of studies. In the picture to the right, the subject first sees a red and a green circle (a). After a short delay, that screen disappears, and another with only one circle appears (b). After another short delay, that screen is replaced by the original stimulus. If the subject taps the matching color (c), it gets a reward. Sounds simple, right?<\/p>\n<p>Well, not very. Before anything even begins, the experimenter must make sure that the subject\u2014say, you or your parrot\u2014can distinguish the two colors. Some nonhumans (and humans!) are somewhat color-blind, others\u2014like parrots\u2014see in the ultraviolet. Thus, for the parrots, the &#8220;red&#8221; and &#8220;green&#8221; might not actually look like what you and I see as red and green, but the two colors will look different enough for the purposes of the experiment. That isn\u2019t true for all subjects, so some knowledge of the subjects\u2019 visual system must be obtained initially.<\/p>\n<p>Experimenters also have to make sure that the subject doesn\u2019t <em>like<\/em> one color more than the other so that the subject doesn\u2019t come into the experiment with some kind of preference, which would skew the results. Ditto for a side preference\u2014if for some reason (say, you are left-handed), and you like to tap the left circle more, that would also skew the results.<\/p>\n<h3>Everyone Likes Rewards<\/h3>\n<figure id=\"attachment_15498\" aria-describedby=\"caption-attachment-15498\" style=\"width: 300px\" class=\"wp-caption alignright\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-15498 size-medium\" src=\"https:\/\/lafeber.com\/pet-birds\/wp-content\/uploads\/GriffinPepperberg-300x271.jpg\" alt=\"African grey parrot on a perch\" width=\"300\" height=\"271\" srcset=\"https:\/\/lafeber.com\/pet-birds\/wp-content\/uploads\/GriffinPepperberg-300x271.jpg 300w, https:\/\/lafeber.com\/pet-birds\/wp-content\/uploads\/GriffinPepperberg-90x81.jpg 90w, https:\/\/lafeber.com\/pet-birds\/wp-content\/uploads\/GriffinPepperberg.jpg 500w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><figcaption id=\"caption-attachment-15498\" class=\"wp-caption-text\">Courtesy of Dr. Irene Pepperberg<\/figcaption><\/figure>\n<p>Subjects will also probably have to be taught to tap something for a reward: If I sat you in front of a computer screen with those two circles on it, and gave you no direction\u2014no mouse, no keyboard, just the screen\u2014would you know what to do? At first, I\u2019d have to wait however long it took until you chose to a tap on a circle before I could give you a reward; then, in order not to skew the results, I\u2019d have to reward you for learning to tap <em>both<\/em> colors and make sure that you are tapping both equally (again, to avoid any preferences)\u2014but of course that teaches you to tap both, which is <em>not<\/em> what I want you to do eventually. But let\u2019s assume that you are now tapping both colors equally and we start the experiment: After seeing both circles, your screen blanks and the single circle appears, which then disappears and the original screen returns\u2026what should you do? As it turns out, it takes most subjects at least a few trials to figure out what is being tested\u2014to tap the correct \u201cmatch\u201d and to unlearn the need to tap both circles equally.<\/p>\n<p>Note that even if subjects guess correctly on the first trial and get a reward, it doesn\u2019t mean that the subjects will act the same way on the second trial\u2014they might want to try to find out what happens if they make several different choices. Now, in my lab, we would skip most of these steps by simply demonstrating what we want our birds to learn\u2014by having a bird sit on a perch while two trainers sit in front of the screens that appear and disappear, showing what should be tapped\u2014but we still have to worry about color and side preferences. And that is just for the basic step in many tasks! You can begin to see what is involved.<\/p>\n<p>For some tasks, like studies on object permanence, where we are testing whether subjects understand that something still exists even if they can no longer see it, we hide things in one of several places and then ask them to find it\u2014and thus have to make sure that they can\u2019t tell where the object is through inadvertent cues. One such cue is scent. Even though we think that parrots\u2019 sense of smell is about as good as ours (i.e., not very good), we can\u2019t be sure, so we have to control for possible scent cues. This issue would be especially important for subjects like dogs, that are really good at scent detection.<\/p>\n<figure id=\"attachment_18977\" aria-describedby=\"caption-attachment-18977\" style=\"width: 300px\" class=\"wp-caption alignright\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-18977 size-medium\" src=\"https:\/\/lafeber.com\/pet-birds\/wp-content\/uploads\/ab951004-300x242.png\" alt=\"african grey parrot\" width=\"300\" height=\"242\" srcset=\"https:\/\/lafeber.com\/pet-birds\/wp-content\/uploads\/ab951004-300x242.png 300w, https:\/\/lafeber.com\/pet-birds\/wp-content\/uploads\/ab951004-90x73.png 90w, https:\/\/lafeber.com\/pet-birds\/wp-content\/uploads\/ab951004.png 507w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><figcaption id=\"caption-attachment-18977\" class=\"wp-caption-text\">Griffin doing the bigger\/smaller task with the keys in Dr. Pepperberg&#8217;s lab. Courtesy of Dr. Irene Pepperberg<\/figcaption><\/figure>\n<p>We also have to make sure that we touch <em>all<\/em> the different possible sites after we hide the object and before we let the birds make a choice, to ensure that they aren\u2019t just going to\u2014or avoiding\u2014the last place we touched, as another cue. And we have to make sure that we aren\u2019t cuing them by gazing at the correct spot. Parrots don\u2019t track our eye movements at a close distance, so that\u2019s not usually a problem, but they can track our head movements, so we have to be careful to stare downwards or straight ahead when they make their choices. Of course, other species might be able to track eye movements. Again, you start to see some of the possible subtle issues\u2026and even how the species that is being tested affects the issues.<\/p>\n<p>For some tasks, we have to find two different treats\u2014whether food or toys\u2014that the birds like equally well\u2014something that is not always easy to do. Occasionally that is just impossible, so we show the birds that they can ask for some favorite treat if they\u2019ll play along and choose or identify something that isn\u2019t particularly attractive or fun for them. It often takes a long time for them to agree to work under that condition.<\/p>\n<p>Then there are issues such as &#8220;expectation cuing&#8221;\u2014something that can occur when the subjects experience many trials on the same topic in a row, so they &#8220;expect&#8221; that the answers will involve a particular type of response, like a number or color label, and therefore ignore all the other possible answers, which significantly simplifies the task. That is why we do lots of different types of tests all at the same time.<\/p>\n<p>I\u2019ve tried to provide just a sampling of just some of the types of issues that are involved when one is trying to determine the various abilities of nonhumans. Many others exist, but even from this short essay, I hope you can see that the task of designing an experiment is never simple!<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In her latest blog, Dr. Irene Pepperberg explains how, when working with parrots, designing and implementing seemingly simple experiments are never as easy as one might assume. <\/p>\n","protected":false},"author":23,"featured_media":18977,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[81,169],"tags":[],"class_list":["post-32617","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-behavior","category-new"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Inside Dr. Pepperberg&#039;s Lab: What Goes Into Research Design &#8211; 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You can help Dr. Pepperberg continue the groundbreaking parrot research she began more than 30 years ago with Alex, the African grey parrot who won admirers from around the world with his cognitive abilities. If you shop online through sites such as Amazon.com, you can designate the Alex Foundation to receive a percentage of your final sales, or register with the Alex Foundation at iGive.com and a percentage of sales from companies associated with iGive will go to the foundation. The Alex Foundation also has a \u201cDonate\u201d button linked to PayPal. Visit\u00a0The Alex Foundation\u00a0and click on the \u201cSupport Us\u201d link for more information. 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Working for the Health of Animals","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/lafeber.com\/pet-birds\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/lafeber.com\/pet-birds\/#\/schema\/person\/e2384637ed0fac4b764f548a0441622d","name":"Irene Pepperberg, Ph.D.","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/lafeber.com\/pet-birds\/wp-content\/uploads\/Pepperberg3crop-96x96.jpg","url":"https:\/\/lafeber.com\/pet-birds\/wp-content\/uploads\/Pepperberg3crop-96x96.jpg","contentUrl":"https:\/\/lafeber.com\/pet-birds\/wp-content\/uploads\/Pepperberg3crop-96x96.jpg","caption":"Irene Pepperberg, Ph.D."},"description":"Dr. Irene Pepperberg is a lecturer and research associate at\u00a0Harvard University in Cambridge, Massachusetts, where her research lab is located. You can help Dr. Pepperberg continue the groundbreaking parrot research she began more than 30 years ago with Alex, the African grey parrot who won admirers from around the world with his cognitive abilities. If you shop online through sites such as Amazon.com, you can designate the Alex Foundation to receive a percentage of your final sales, or register with the Alex Foundation at iGive.com and a percentage of sales from companies associated with iGive will go to the foundation. The Alex Foundation also has a \u201cDonate\u201d button linked to PayPal. Visit\u00a0The Alex Foundation\u00a0and click on the \u201cSupport Us\u201d link for more information. Read more about the lab at The Alex Foundation Facebook page and at The Alex Foundation Twitter account.","url":"https:\/\/lafeber.com\/pet-birds\/author\/irene\/"}]}},"_links":{"self":[{"href":"https:\/\/lafeber.com\/pet-birds\/wp-json\/wp\/v2\/posts\/32617","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lafeber.com\/pet-birds\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lafeber.com\/pet-birds\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lafeber.com\/pet-birds\/wp-json\/wp\/v2\/users\/23"}],"replies":[{"embeddable":true,"href":"https:\/\/lafeber.com\/pet-birds\/wp-json\/wp\/v2\/comments?post=32617"}],"version-history":[{"count":3,"href":"https:\/\/lafeber.com\/pet-birds\/wp-json\/wp\/v2\/posts\/32617\/revisions"}],"predecessor-version":[{"id":45338,"href":"https:\/\/lafeber.com\/pet-birds\/wp-json\/wp\/v2\/posts\/32617\/revisions\/45338"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/lafeber.com\/pet-birds\/wp-json\/wp\/v2\/media\/18977"}],"wp:attachment":[{"href":"https:\/\/lafeber.com\/pet-birds\/wp-json\/wp\/v2\/media?parent=32617"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lafeber.com\/pet-birds\/wp-json\/wp\/v2\/categories?post=32617"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lafeber.com\/pet-birds\/wp-json\/wp\/v2\/tags?post=32617"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}