{"id":16384,"date":"2024-11-04T18:23:38","date_gmt":"2024-11-04T23:23:38","guid":{"rendered":"http:\/\/theirl.xyz\/?p=16384"},"modified":"2024-11-04T18:23:38","modified_gmt":"2024-11-04T23:23:38","slug":"how-online-reviews-continue-to-confound-and-confuse-shoppers","status":"publish","type":"post","link":"http:\/\/streamapse.com\/TAR\/?p=16384","title":{"rendered":"How Online Reviews Continue To Confound And Confuse Shoppers"},"content":{"rendered":"<h1 class=\"theconversation-article-title\" style=\"padding-left: 40px;\">As Yelp turns 20, online reviews continue to confound and confuse shoppers.<\/h1>\n<div class=\"theconversation-article-body\">\n<p style=\"padding-left: 40px;\">For the past 20 years, Yelp has been providing a platform for people to share their experiences at businesses ranging from bars to barbershops. According to the company, in that time the platform has published <a href=\"https:\/\/blog.yelp.com\/news\/yelp-20th-anniversary\/\">287 million user reviews<\/a>.<\/p>\n<p style=\"padding-left: 40px;\">There\u2019s a reason review sites like Yelp are so popular. No one wants to spend their hard-earned money on a dud product, or fork over cash for a bad meal. So we\u2019ll seek advice from strangers and use various clues to judge if a particular review is authentic and reliable.<\/p>\n<figure class=\"align-center \" style=\"padding-left: 40px;\"><img decoding=\"async\" src=\"https:\/\/images.theconversation.com\/files\/623385\/original\/file-20241003-18-sxoctc.png?ixlib=rb-4.1.0&amp;q=45&amp;auto=format&amp;w=754&amp;fit=clip\" sizes=\"(min-width: 1466px) 754px, (max-width: 599px) 100vw, (min-width: 600px) 600px, 237px\" srcset=\"https:\/\/images.theconversation.com\/files\/623385\/original\/file-20241003-18-sxoctc.png?ixlib=rb-4.1.0&amp;q=45&amp;auto=format&amp;w=600&amp;h=271&amp;fit=crop&amp;dpr=1 600w, https:\/\/images.theconversation.com\/files\/623385\/original\/file-20241003-18-sxoctc.png?ixlib=rb-4.1.0&amp;q=30&amp;auto=format&amp;w=600&amp;h=271&amp;fit=crop&amp;dpr=2 1200w, https:\/\/images.theconversation.com\/files\/623385\/original\/file-20241003-18-sxoctc.png?ixlib=rb-4.1.0&amp;q=15&amp;auto=format&amp;w=600&amp;h=271&amp;fit=crop&amp;dpr=3 1800w, https:\/\/images.theconversation.com\/files\/623385\/original\/file-20241003-18-sxoctc.png?ixlib=rb-4.1.0&amp;q=45&amp;auto=format&amp;w=754&amp;h=341&amp;fit=crop&amp;dpr=1 754w, https:\/\/images.theconversation.com\/files\/623385\/original\/file-20241003-18-sxoctc.png?ixlib=rb-4.1.0&amp;q=30&amp;auto=format&amp;w=754&amp;h=341&amp;fit=crop&amp;dpr=2 1508w, https:\/\/images.theconversation.com\/files\/623385\/original\/file-20241003-18-sxoctc.png?ixlib=rb-4.1.0&amp;q=15&amp;auto=format&amp;w=754&amp;h=341&amp;fit=crop&amp;dpr=3 2262w\" alt=\"An online 'four star' review reading, 'Show up early and take advantage of their sauna, showers and fruit bar before your massage.'\" \/><figcaption style=\"padding-left: 40px;\"><span class=\"caption\">The very first Yelp review was a four-star review of Kabuki Springs &amp; Spa, published on Oct. 12, 2004.<\/span><br \/>\n<span class=\"attribution\"><a class=\"source\" href=\"https:\/\/www.yelp.com\/biz\/kabuki-springs-and-spa-san-francisco-2?sort_by=date_asc\">Yelp<\/a><\/span><\/figcaption><\/figure>\n<p style=\"padding-left: 40px;\">But sometimes these cues can lead shoppers down the wrong path. Other times, <a href=\"https:\/\/nymag.com\/intelligencer\/2022\/07\/amazon-fake-reviews-can-they-be-stopped.html\">the reviews are simply fake<\/a>.<\/p>\n<p style=\"padding-left: 40px;\"><a href=\"https:\/\/scholar.google.com\/citations?user=DQQoHNEAAAAJ&amp;hl=en\">I\u2019m a linguist<\/a> who studies \u201cword of mouth,\u201d or what people tell each other about their experiences. Advances in text analysis have allowed researchers like me to detect patterns and draw conclusions from millions of product reviews.<\/p>\n<p style=\"padding-left: 40px;\">Here are some key findings from research that I and others in my field have conducted.<\/p>\n<figure id=\"attachment_16281\" aria-describedby=\"caption-attachment-16281\" style=\"width: 856px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/upstart.9c65.net\/Qyn0L3\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-16281\" src=\"http:\/\/streamapse.com\/TAR\/wp-content\/uploads\/2024\/09\/UpStart-Banner2.jpg\" alt=\"\" width=\"856\" height=\"298\" srcset=\"http:\/\/streamapse.com\/TAR\/wp-content\/uploads\/2024\/09\/UpStart-Banner2.jpg 856w, http:\/\/streamapse.com\/TAR\/wp-content\/uploads\/2024\/09\/UpStart-Banner2-300x104.jpg 300w, http:\/\/streamapse.com\/TAR\/wp-content\/uploads\/2024\/09\/UpStart-Banner2-768x267.jpg 768w\" sizes=\"auto, (max-width: 856px) 100vw, 856px\" \/><\/a><figcaption id=\"caption-attachment-16281\" class=\"wp-caption-text\">Upstart goes beyond traditional lending metrics to help borrowers find financing that considers their education, work experience, and more.<\/figcaption><\/figure>\n<h2 style=\"padding-left: 40px;\">Signs of foul play<\/h2>\n<p style=\"padding-left: 40px;\">How can you tell if the review you\u2019re reading is sincere?<\/p>\n<p style=\"padding-left: 40px;\">Competition might sometimes push businesses to pay people <a href=\"https:\/\/doi.org\/10.1287\/mnsc.2015.2304\">to compose positive reviews for their products<\/a> or negative reviews for competitors. <a href=\"https:\/\/www.theguardian.com\/money\/2023\/jul\/15\/fake-reviews-ai-artificial-intelligence-hotels-restaurants-products\">Bots can also manufacture fake reviews<\/a> that sound like they\u2019ve been written by humans.<\/p>\n<p style=\"padding-left: 40px;\">As a result, fake reviews <a href=\"https:\/\/www.bbc.com\/news\/newsbeat-54885319\">have become a big problem<\/a> that <a href=\"https:\/\/time.com\/6192933\/fake-reviews-regulation\/\">threatens to delegitimize online reviews altogether<\/a>.<\/p>\n<p style=\"padding-left: 40px;\">For example, a recent study estimates that fake reviews <a href=\"https:\/\/nymag.com\/intelligencer\/2022\/07\/amazon-fake-reviews-can-they-be-stopped.html\">compel consumers to waste 12 cents for every dollar they spend online<\/a>.<\/p>\n<p style=\"padding-left: 40px;\">The reality is that people do a pretty poor job at discerning a fake review from a real one. It\u2019s essentially a coin flip \u2013 studies have shown that shoppers can correctly identify a fake review <a href=\"https:\/\/doi.org\/10.1007\/s10603-012-9216-7\">only half of the time<\/a>.<\/p>\n<p style=\"padding-left: 40px;\">Researchers have also tried to identify what characterizes a fake review. They\u2019ve proposed that those <a href=\"https:\/\/doi.org\/10.1080\/07421222.2004.11045779\">that are too long<\/a> <a href=\"https:\/\/doi.org\/10.1177\/0261927X18784119\">or too short<\/a>, in addition to those that <a href=\"https:\/\/www.ijcai.org\/Proceedings\/11\/Papers\/414.pdf\">don\u2019t use the past tense or a first-person pronoun<\/a>.<\/p>\n<p style=\"padding-left: 40px;\">Yelp has long been well aware of the issue. The company developed an algorithm that identifies and filters out \u201cunhelpful\u201d reviews \u2013 and <a href=\"https:\/\/doi.org\/10.1016\/j.ijresmar.2020.08.001\">that includes reviews that are too short<\/a>.<\/p>\n<p style=\"padding-left: 40px;\">It\u2019s important to think about the difference between how you might write a review after you\u2019ve tried a product, or if you\u2019re coming up with something out of thin air.<\/p>\n<p style=\"padding-left: 40px;\"><a href=\"https:\/\/doi.org\/10.1093\/jcr\/ucac056\">In a 2023 study<\/a>, my colleagues and I suggested that the main difference lies in whether specific language is used. For example, a real review will contain words that are more concrete and describe the \u201cwhat, where, when\u201d of the experience.<\/p>\n<p style=\"padding-left: 40px;\">By contrast, if someone hasn\u2019t actually stayed at, say, the hotel they are reviewing, or didn\u2019t dine at the restaurant they are writing about, they\u2019ll use abstract generalities loosely related to the experience.<\/p>\n<p style=\"padding-left: 40px;\">It\u2019s the difference between reading, in a review, \u201cThe room was clean and the beach was nice\u201d and \u201cThe room was so clean, we felt like it was new. A sandy beach was steps away, which allowed us to easily take a dip after our hike. The shimmering ocean water also made the view from the window special.\u201d<\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/upstart.9c65.net\/Qyn0L3\" target=\"_blank\" rel=\"noopener\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-16281\" src=\"http:\/\/streamapse.com\/TAR\/wp-content\/uploads\/2024\/09\/UpStart-Banner2.jpg\" alt=\"\" width=\"856\" height=\"298\" srcset=\"http:\/\/streamapse.com\/TAR\/wp-content\/uploads\/2024\/09\/UpStart-Banner2.jpg 856w, http:\/\/streamapse.com\/TAR\/wp-content\/uploads\/2024\/09\/UpStart-Banner2-300x104.jpg 300w, http:\/\/streamapse.com\/TAR\/wp-content\/uploads\/2024\/09\/UpStart-Banner2-768x267.jpg 768w\" sizes=\"auto, (max-width: 856px) 100vw, 856px\" \/><\/a><\/p>\n<h2 style=\"padding-left: 40px;\">Real reviews can still mislead<\/h2>\n<p style=\"padding-left: 40px;\">Even if all fake reviews were filtered out, do product reviews still help you make better decisions?<\/p>\n<p style=\"padding-left: 40px;\">As is often the case in marketing research, it depends.<\/p>\n<p style=\"padding-left: 40px;\">Researchers have delved into this question for years and can point to a variety of review features that can help your decision making.<\/p>\n<p style=\"padding-left: 40px;\">For example, you might assume that if you\u2019ve read a few reviews for a product, and they are similar to each other, this means there is a consensus about the product. Indeed, studies have shown that similarity across opinions is more likely to make readers more certain.<\/p>\n<p style=\"padding-left: 40px;\"><a href=\"https:\/\/papers.ssrn.com\/abstract=3194326\">My research shows<\/a> that similar reviews increase consumer certainty about the product. However, I\u2019ve also found that these similar reviews are more likely to be written by consumers who are less certain about their experience with the product. It\u2019s likely that they simply repeated what others said in their reviews, pulling from those reviews to craft their own.<\/p>\n<p style=\"padding-left: 40px;\">This creates a paradox. Readers of reviews that sound similar will be more certain that they\u2019re making the correct decision, even as the writers of those same reviews were less certain. At the same time, reviews that differ from each other will elicit hesitancy in readers, even though the writers of the review were in fact more certain about their experiences.<\/p>\n<p style=\"padding-left: 40px;\">The text isn\u2019t the only element that influences readers. <a href=\"https:\/\/papers.ssrn.com\/sol3\/papers.cfm?abstract_id=4973613\">In ongoing research<\/a>, I discovered that the sheer number of available reviews on a platform can influence how you perceive each individual review.<\/p>\n<p style=\"padding-left: 40px;\">So, if you\u2019re reading a review and it is one of, say, 1,572 reviews, you\u2019ll think it is a more credible review than if that same review was one of, say, 72 reviews.<\/p>\n<p style=\"padding-left: 40px;\">This might seem illogical, but it can be explained by the human tendency <a href=\"https:\/\/doi.org\/10.1093\/jcr\/ucv047\">to take quantity as a sign of quality<\/a>: If a product has many reviews, this could mean that it\u2019s popular and that many people have purchased it. A halo effect occurs, and you then subconsciously believe that everything about the product \u2013 including its reviews \u2013 is better.<\/p>\n<p style=\"padding-left: 40px;\">But for the most part, despite these issues and others, consumers still <a href=\"https:\/\/www.dixa.com\/blog\/3-important-statistics-that-show-how-reviews-influence-consumers\/\">make better purchasing decisions<\/a> <a href=\"https:\/\/www.forbes.com\/councils\/forbesbusinessdevelopmentcouncil\/2024\/07\/11\/how-reviews-and-ratings-affect-clients-buying-decisions\/\">with reviews<\/a> than without them.<\/p>\n<p style=\"padding-left: 40px;\">It\u2019s just a matter of knowing what to look out for.<!-- Below is The Conversation's page counter tag. Please DO NOT REMOVE. --><img loading=\"lazy\" decoding=\"async\" style=\"border: none !important; box-shadow: none !important; margin: 0 !important; max-height: 1px !important; max-width: 1px !important; min-height: 1px !important; min-width: 1px !important; opacity: 0 !important; outline: none !important; padding: 0 !important;\" src=\"https:\/\/counter.theconversation.com\/content\/236996\/count.gif?distributor=republish-lightbox-basic\" alt=\"The Conversation\" width=\"1\" height=\"1\" \/><!-- End of code. If you don't see any code above, please get new code from the Advanced tab after you click the republish button. The page counter does not collect any personal data. More info: https:\/\/theconversation.com\/republishing-guidelines --><\/p>\n<p style=\"padding-left: 40px;\"><a href=\"https:\/\/theconversation.com\/profiles\/ann-kronrod-1635316\">Ann Kronrod<\/a>, <em><a href=\"https:\/\/theconversation.com\/institutions\/umass-lowell-1534\">UMass Lowell<\/a><\/em><\/p>\n<p style=\"padding-left: 40px;\"><a href=\"https:\/\/theconversation.com\/profiles\/ann-kronrod-1635316\">Ann Kronrod<\/a>, Associate Professor of Marketing, Entrepreneurship and Innovation, <em><a href=\"https:\/\/theconversation.com\/institutions\/umass-lowell-1534\">UMass Lowell<\/a><\/em><\/p>\n<p style=\"padding-left: 40px;\">This article is republished from <a href=\"https:\/\/theconversation.com\">The Conversation<\/a> under a Creative Commons license. Read the <a href=\"https:\/\/theconversation.com\/as-yelp-turns-20-online-reviews-continue-to-confound-and-confuse-shoppers-236996\">original article<\/a>.<\/p>\n<p style=\"padding-left: 40px;\">Every product\/service is selected by editors. Things you buy through these links may earn &#8220;Alliance Media Group and &#8220;The IRL News&#8221; a commission or revenue.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>As Yelp turns 20, online reviews continue to confound and confuse shoppers. For the past 20 years, Yelp has been&#8230;<\/p>\n","protected":false},"author":1,"featured_media":16385,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[360,393],"tags":[],"class_list":["post-16384","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-business","category-for-business","entry","double"],"_links":{"self":[{"href":"http:\/\/streamapse.com\/TAR\/index.php?rest_route=\/wp\/v2\/posts\/16384","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/streamapse.com\/TAR\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/streamapse.com\/TAR\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/streamapse.com\/TAR\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/streamapse.com\/TAR\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=16384"}],"version-history":[{"count":0,"href":"http:\/\/streamapse.com\/TAR\/index.php?rest_route=\/wp\/v2\/posts\/16384\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/streamapse.com\/TAR\/index.php?rest_route=\/wp\/v2\/media\/16385"}],"wp:attachment":[{"href":"http:\/\/streamapse.com\/TAR\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=16384"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/streamapse.com\/TAR\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=16384"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/streamapse.com\/TAR\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=16384"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}