{"id":128,"date":"2019-02-26T13:29:06","date_gmt":"2019-02-26T13:29:06","guid":{"rendered":"https:\/\/blogs.uwe.ac.uk\/psychological-sciences\/?p=128"},"modified":"2019-02-26T14:26:16","modified_gmt":"2019-02-26T14:26:16","slug":"shining-the-light-on-implicit-bias-do-we-really-know-what-we-believe","status":"publish","type":"post","link":"https:\/\/blogs.uwe.ac.uk\/psychological-sciences\/shining-the-light-on-implicit-bias-do-we-really-know-what-we-believe\/","title":{"rendered":"Shining the light on implicit bias: Do we really know what we believe?"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">By <a href=\"https:\/\/people.uwe.ac.uk\/Person\/CharlottePennington\">Charlotte R. Pennington<\/a><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">In everyday life, you will be asked to report your attitudes and opinions towards a whole host of different things. &nbsp;When buying a TV, you may be asked retrospectively to provide ratings of the product, or even the person who sold it to you. The reporting of attitudes has become so sought after by companies that specific websites have been developed providing people with an open forum to post their opinions and evaluations of accommodation, restaurants, and services, and even receive arbitrary points and badges for their reviews (e.g., <a href=\"https:\/\/www.tripadvisor.co.uk\/\">Trip Advisor<\/a>).&nbsp; Given the plethora of surveys and questionnaires utilised on a daily basis, you may therefore think that measuring attitudes is relatively easy. Simply ask someone what they think and they will respond with an honest answer. However, psychology has shed light on the limitations posed by self-report tools, such as questionnaires and surveys, which are so readily used by companies and organisations alike. &nbsp;<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/blogs.uwe.ac.uk\/psychological-sciences\/wp-content\/uploads\/sites\/16\/2019\/02\/lottieblog1.jpg\" alt=\"\" class=\"wp-image-129\" width=\"407\" height=\"360\" srcset=\"https:\/\/blogs.uwe.ac.uk\/psychological-sciences\/wp-content\/uploads\/sites\/16\/2019\/02\/lottieblog1.jpg 813w, https:\/\/blogs.uwe.ac.uk\/psychological-sciences\/wp-content\/uploads\/sites\/16\/2019\/02\/lottieblog1-300x266.jpg 300w, https:\/\/blogs.uwe.ac.uk\/psychological-sciences\/wp-content\/uploads\/sites\/16\/2019\/02\/lottieblog1-768x680.jpg 768w\" sizes=\"auto, (max-width: 407px) 85vw, 407px\" \/><\/figure><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Gauging attitudes: A problem of measurement or construct?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Explicit attitudes <\/em>refer\nto consciously accessible thoughts and feelings towards people, objects or\nconcepts. They are introspectively accessible, meaning that you can reach\ninside your mind and report your feelings and thoughts. However, there are many\nissues when it comes to measuring people\u2019s attitudes accurately. Reflect on the\nfollowing example; a builder may measure the height of a window frame to fit\ndouble-glazed windows. Each time he\/she does this, the window measurements remain\nthe same. Windows can be measured, and the builder has the best tools to yield\nthe correct measurements. <a href=\"https:\/\/books.google.co.uk\/books?hl=en&amp;lr=&amp;id=eFjY3DVeVu8C&amp;oi=fnd&amp;pg=PP2&amp;dq=implicit+measures+for+social+and+personality+psychology&amp;ots=8IHzYVO9X1&amp;sig=voKQhQW2h0ujLxQQCLWu3JeeqJY#v=onepage&amp;q=implicit%20measures%20for%20social%20and%20personality%20psychology&amp;f=false\">Unfortunately,\nthe same is not true when it comes to measuring <em>attitudes; <\/em>they are mental constructs and not tangible things. They\nare slippery and shape-shift depending on context.<\/a> This presents\nnumerous issues for researchers trying to measure them. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Studies have shown consistently how people\u2019s attitudes can\nbe altered by systematic factors, such as how the questions are framed and\neven what order they are <a href=\"https:\/\/psycnet.apa.org\/record\/1999-00297-001\">presented<\/a>.\nFor example, <a href=\"https:\/\/osf.io\/preprints\/socarxiv\/j2tw9\/\">a recent study<\/a>\ndemonstrates how the number of scale points in a questionnaire affects the\nextent to which gender stereotypes of brilliance are expressed. Specifically,\nfemale course instructors were more likely to receive a top rating on a 6-point\nscale relative to a 10-point scale, whereas this difference did not emerge for\nmale instructors. The author\u2019s reason that this effect occurs because of\ncultural meanings assigned to the number \u201810\u2019 &#8211; perfection. As such, a\ntop-score on a 6-point scale does not carry such strong performance\nexpectations. To me, this is a landmark study demonstrating how the features of\ntools that are frequently used to judge merit can powerfully affect people\u2019s\nresponses. Who knew that something which appears meaningless can shape our\nanswers in a way that tells a completely different story? <\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"alignright is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/blogs.uwe.ac.uk\/psychological-sciences\/wp-content\/uploads\/sites\/16\/2019\/02\/lottieblog2.jpg\" alt=\"\" class=\"wp-image-130\" width=\"318\" height=\"194\" srcset=\"https:\/\/blogs.uwe.ac.uk\/psychological-sciences\/wp-content\/uploads\/sites\/16\/2019\/02\/lottieblog2.jpg 636w, https:\/\/blogs.uwe.ac.uk\/psychological-sciences\/wp-content\/uploads\/sites\/16\/2019\/02\/lottieblog2-300x183.jpg 300w\" sizes=\"auto, (max-width: 318px) 85vw, 318px\" \/><\/figure><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Another issue plaguing questionnaires is that psychologists \u2013 or whomever uses them \u2013 need to trust that the questionnaire can tap into exactly what we want to measure. When asking people about socially sensitive topics, such as prejudice or discriminatory behaviour this is rarely often the case. Consider how you would answer the following questions when asked by a researcher, someone you barely know: \u201cDo you treat people from other races the same as you treat people from your own race? Do you willingly give to charity or those who need it the most? Think hypothetically about your answers for a minute. Now, reflect on your previous behaviour and try to gauge whether the answers given provide an accurate representation of how you really act. What you might uncover about yourself here is called the \u2018willing and able\u2019 problem; people may not be willing to report their honest attitudes, and when put on the spot, may not be able to accurately reflect and report what they <em>truly <\/em>feel. Answers to questions are usually influenced by <a href=\"https:\/\/psycnet.apa.org\/record\/1999-00297-001\">self-presentational motives<\/a> \u2013 that is, people\u2019s desire to look good in someone else\u2019s eyes. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A more interesting question is that we <em>might not know what we actually <a href=\"https:\/\/www.researchgate.net\/profile\/Ian_Stewart3\/publication\/241832168_Do_You_Really_Know_What_You_Believe_Developing_the_Implicit_Relational_Assessment_Procedure_IRAP_as_a_Direct_Measure_of_Implicit_Beliefs\/links\/5613809e08aea9fb51c303ce\/Do-You-Really-Know-What-You-Believe-Developing-the-Implicit-Relational-Assessment-Procedure-IRAP-as-a-Direct-Measure-of-Implicit-Beliefs.pdf\">believe<\/a>. <\/em>To a lay audience with no psychological training, this may sound surprising. How can we hold attitudes that we are unaware of? Psychology holds the answer. The past three decades of psychological research have revealed the <a href=\"https:\/\/psycnet.apa.org\/record\/1978-00295-001\">frailties of introspection (the inner workings of our mind)<\/a>, and <a href=\"https:\/\/psycnet.apa.org\/record\/2002-12841-000\">how little control we possess over our own thoughts<\/a>. This has led researchers to coin the term <a href=\"https:\/\/psycnet.apa.org\/record\/1995-17407-001\">\u2018implicit attitudes\u2019<\/a>; introspectively unidentified traces of past experience that mediate favourable or unfavourable feeling towards social objects. The general argument is that individuals harness attitudes that they are not aware of, and these can manifest as judgements or actions. <\/p>\n\n\n\n<h3 class=\"wp-block-heading\">How do we measure attitudes that people aren\u2019t aware of?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The development of implicit measures have afforded\nremarkable insight into the human mind, and opened up a new research field\ntermed <em><a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pmc\/articles\/PMC3073696\/\">implicit social\ncognition<\/a>. <\/em>This may leave you wondering, how do we measure such\nattitudes, and how do they develop in the first place?<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"alignleft is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/blogs.uwe.ac.uk\/psychological-sciences\/wp-content\/uploads\/sites\/16\/2019\/02\/lottieblog3.png\" alt=\"\" class=\"wp-image-131\" width=\"142\" height=\"237\" srcset=\"https:\/\/blogs.uwe.ac.uk\/psychological-sciences\/wp-content\/uploads\/sites\/16\/2019\/02\/lottieblog3.png 284w, https:\/\/blogs.uwe.ac.uk\/psychological-sciences\/wp-content\/uploads\/sites\/16\/2019\/02\/lottieblog3-180x300.png 180w\" sizes=\"auto, (max-width: 142px) 85vw, 142px\" \/><\/figure><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Whereas explicit attitudes are measured by asking people directly about their thoughts and feelings (e.g., through questionnaires), implicit attitudes are assessed indirectly through tasks that typically measure response times towards various stimuli and compare systematic variations in people\u2019s performance. One of the most well-known tasks of this kind is the <a href=\"https:\/\/psycnet.apa.org\/record\/1998-02892-004\">Implicit Association Test (IAT)<\/a>, which tests how quick (or slow) people are at pairing different social categories with various attributes. The race IAT, for example, requires test-takers to categorise pictures of White and Black faces with positive and negative terms as quickly as possible. The underlying theory is that people will be quicker to pair concepts with attributes that are strongly associated in memory, compared to those weakly associated. In order to understand this better, think about learning a new language for the first time; you will always be quicker to think about words from your own language compared to those from a newly learned language because of the automaticity of your native tongue. Going back to the race IAT, research has consistently shown that White people are quicker to associate pictures of White faces with positive terms and Black faces with negative terms. This is referred to as <em>implicit bias. <\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Social psychologists theorise that implicit bias, such as that demonstrated by White people taking the race IAT, are learned through experience. This occurs either directly through encounters with a particular social group, or indirectly through exposure to information about this social group. In Western cultures, White people are <a href=\"https:\/\/books.google.co.uk\/books?hl=en&amp;lr=&amp;id=eFjY3DVeVu8C&amp;oi=fnd&amp;pg=PP2&amp;dq=implicit+measures+for+social+and+personality+psychology&amp;ots=8IHzYVO9X1&amp;sig=voKQhQW2h0ujLxQQCLWu3JeeqJY#v=onepage&amp;q=implicit%20measures%20for%20social%20and%20personality%20psychology&amp;f=false\">inundated with cultural messages and stereotypes that portray Black people as uneducated, relatively poor and more likely to be in trouble with the law<\/a>. Consequently, implicit bias may form through exposure to cultural milieu. Do you know what your own IAT test result shows? Anybody can take these tests through the <a href=\"https:\/\/implicit.harvard.edu\/implicit\/takeatest.html\">Project Implicit website<\/a>. Your test result may surprise you, but it\u2019s important to recall that this might not reflect your personal beliefs but rather <a href=\"https:\/\/psycnet.apa.org\/record\/2005-02255-001\">learned associations imbued through exposure to your cultural or social environment<\/a>. Research has revealed remarkable findings through the use of the IAT.&nbsp; For example, <a href=\"https:\/\/journals.sagepub.com\/doi\/abs\/10.1177\/0956797618813087\">a recent longitudinal study<\/a> shows that implicit attitudes towards race, skin-tone and sexual orientation have trended towards neutrality over the last 12 years (i.e., people\u2019s implicit bias towards these social categories seems to be decreasing). However, attitudes towards age and disability have remained stable, and have increased in relation to body-weight stigma. Moreover, implicit attitudes appear to hold predictive validity; studies have shown that <a href=\"https:\/\/people.clas.ufl.edu\/colinsmith\/files\/GSSBN-2009.pdf\">people\u2019s preference for White people on the race IAT predicts intention to vote for a White relative to Black presidential candidate<\/a>. Now that\u2019s a cool finding!<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">However, implicit measures have also received their fair\nshare of criticism. Research indicates a <a href=\"http:\/\/citeseerx.ist.psu.edu\/viewdoc\/download?doi=10.1.1.334.131&amp;rep=rep1&amp;type=pdf\">weak\nrelationship between explicit and implicit attitudes<\/a>, suggesting\nthat they may reflect separate attitude representations. An alternative theory,\nhowever, is that explicit and implicit measures allow people to edit their\nresponses to varying degrees. In 2016, as a PhD student I wrote my first\ncommentary reflecting on <a href=\"https:\/\/www.researchgate.net\/profile\/Charlotte_Pennington\/publication\/264274985_What_do_implicit_attitudes_actually_measure\/links\/5a2a9e1aa6fdccfbbf8501c4\/What-do-implicit-attitudes-actually-measure.pdf\">what\n<em>exactly <\/em>do implicit measures assess?<\/a>\nIn addition, although the IAT has shown some predictive validity (e.g.,\nvoting behaviour), other research indicates that for more socially sensitive\nattitudes, <a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pubmed\/25844574\">the IAT does not\npredict resulting discriminatory behaviour<\/a>. Although the IAT was heralded to provide new insights into\nhuman cognition and behaviour, some researchers believe this test has been\noversold. Nevertheless, I argue that the reason that implicit <em>attitudes <\/em>may not predict real-world <em>behaviour <\/em>is influenced by the same\nissues that plague self-report measures \u2013 social desirability. That is, people\nmay <em>think <\/em>negatively about a certain\nout-group member, but that doesn\u2019t necessarily mean they will <em>act <\/em>upon this. The same may be true for\nweak correlations between explicit and implicit attitude measures; people\ndistort their attitudes on self-report questionnaires, whereas implicit\nmeasures aren\u2019t susceptible to these self-presentational motives. Should we\nexpect correlations between these two measures when one is tapping into\ncontrollable beliefs and the other is uncovering introspectively unidentified\ntraces of past experience? <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In order to answer these questions, I was awarded funding through the Vice Chancellor\u2019s Early Career Research Awards (VC ECR Award) at UWE Bristol to investigate other implicit socio-cognitive mechanisms that may predict implicit bias. The blue sky thinking behind this research is to develop other measures that can potentially measure implicit behavioural manifestations of bias. At this stage, we are too early in our research endeavour to reveal any findings; however other influential and impactful avenues have already stemmed from this research. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">At the same time as I have been conducting my research, <a href=\"https:\/\/people.uwe.ac.uk\/Person\/EleanoreBliss\">Ellie Bliss (Adult Nurse\nLecturer)<\/a> and <a href=\"https:\/\/people.uwe.ac.uk\/Person\/AlishaAirey\">Alisha\nAirey (BME Project Officer)<\/a> have been running staff workshops at UWE\nBristol, reflecting upon how implicit (unconscious) bias can play out in the\nhigher education classroom. I am now involved in supporting these workshops,\nproviding research-led guidance on how we access implicit bias, and answering\nthe many questions that staff have about this rather ambiguous construct. One\ninteresting discussion centres on whether implicit biases can be viewed as <em>unconscious <\/em>when we are increasingly\nacknowledging them through teaching and training. The majority of attendees\ncome away from the workshop with new reflections on how teaching practice is\norientated towards Western culture, and with classroom strategies to implement\nto prevent implicit bias playing out. However, a handful of attendees are surprised\nand doubtful of the concept of implicit bias and the tools that purportedly\nmeasure it. They have difficulty in accepting that they may hold certain\nbiases. But the truth is, we all do. <\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/blogs.uwe.ac.uk\/psychological-sciences\/wp-content\/uploads\/sites\/16\/2019\/02\/lottieblog4.jpg\" alt=\"\" class=\"wp-image-132\" width=\"465\" height=\"349\" srcset=\"https:\/\/blogs.uwe.ac.uk\/psychological-sciences\/wp-content\/uploads\/sites\/16\/2019\/02\/lottieblog4.jpg 929w, https:\/\/blogs.uwe.ac.uk\/psychological-sciences\/wp-content\/uploads\/sites\/16\/2019\/02\/lottieblog4-300x225.jpg 300w, https:\/\/blogs.uwe.ac.uk\/psychological-sciences\/wp-content\/uploads\/sites\/16\/2019\/02\/lottieblog4-768x576.jpg 768w\" sizes=\"auto, (max-width: 465px) 85vw, 465px\" \/><\/figure><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Where is implicit social cognition headed?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">In this blog post I hope I have demonstrated that we are\nshining the light on what implicit bias really is and the nature of our unconscious\nattitudes. Such research has paved the way for training workshops which teach\npeople to acknowledge their deep-rooted attitudes and reflect upon how these\nmay impact our thinking and behaviour towards other people. But what\u2019s next for\nthis research arena? There are still lots of unanswered questions and\ncontroversies surrounding implicit bias, which makes it an exciting topic to\nstudy. Do implicit measures really provide a window into the unconscious mind? Is\nimplicit bias relatively stable when measured at different time points? Can\nimplicit bias be changed, and if so, are such changes short or long-term? Are\nattitudes towards some social groups easier to change than others? Can we, as a\nfield, develop other (implicit) behavioural measures that more accurately\npredict implicit attitudes better than self-reports? Such investigations will\nrepresent the future of implicit social cognition and I, for one, am extremely\nexcited to see what\u2019s to come. <\/p>\n","protected":false},"excerpt":{"rendered":"<p>By Charlotte R. Pennington In everyday life, you will be asked to report your attitudes and opinions towards a whole host of different things. &nbsp;When buying a TV, you may be asked retrospectively to provide ratings of the product, or even the person who sold it to you. The reporting of attitudes has become so &hellip; <a href=\"https:\/\/blogs.uwe.ac.uk\/psychological-sciences\/shining-the-light-on-implicit-bias-do-we-really-know-what-we-believe\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Shining the light on implicit bias: Do we really know what we believe?&#8221;<\/span><\/a><\/p>\n","protected":false},"author":34,"featured_media":133,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wds_primary_category":0,"footnotes":""},"categories":[11,3],"tags":[13,12,9,8,14],"class_list":["post-128","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-applied-cognition-and-neuroscience","category-research","tag-attitudes","tag-implicit-bias","tag-psychology","tag-research","tag-social-cognition"],"_links":{"self":[{"href":"https:\/\/blogs.uwe.ac.uk\/psychological-sciences\/wp-json\/wp\/v2\/posts\/128","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.uwe.ac.uk\/psychological-sciences\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.uwe.ac.uk\/psychological-sciences\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.uwe.ac.uk\/psychological-sciences\/wp-json\/wp\/v2\/users\/34"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.uwe.ac.uk\/psychological-sciences\/wp-json\/wp\/v2\/comments?post=128"}],"version-history":[{"count":7,"href":"https:\/\/blogs.uwe.ac.uk\/psychological-sciences\/wp-json\/wp\/v2\/posts\/128\/revisions"}],"predecessor-version":[{"id":143,"href":"https:\/\/blogs.uwe.ac.uk\/psychological-sciences\/wp-json\/wp\/v2\/posts\/128\/revisions\/143"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blogs.uwe.ac.uk\/psychological-sciences\/wp-json\/wp\/v2\/media\/133"}],"wp:attachment":[{"href":"https:\/\/blogs.uwe.ac.uk\/psychological-sciences\/wp-json\/wp\/v2\/media?parent=128"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.uwe.ac.uk\/psychological-sciences\/wp-json\/wp\/v2\/categories?post=128"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.uwe.ac.uk\/psychological-sciences\/wp-json\/wp\/v2\/tags?post=128"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}