{"id":111562,"date":"2019-10-22T13:48:00","date_gmt":"2019-10-22T18:48:00","guid":{"rendered":"https:\/\/alpha.pewresearch.org\/pewresearch-org\/decoded\/\/\/5-tips-for-writing-about-polls\/"},"modified":"2024-04-14T04:10:37","modified_gmt":"2024-04-14T09:10:37","slug":"5-tips-for-writing-about-polls","status":"publish","type":"decoded","link":"https:\/\/alpha.pewresearch.org\/pewresearch-org\/decoded\/2019\/10\/22\/5-tips-for-writing-about-polls\/","title":{"rendered":"5 tips for writing about polls"},"content":{"rendered":"\n<figure class=\"wp-block-image aligncenter size-640-wide\"><a rel=\"attachment wp-att-125933\" href=\"https:\/\/alpha.pewresearch.org\/pewresearch-org\/decoded\/2017\/05\/5-tips-for-writing-about-polls\/10-22-2019_feature-png\/\"><img data-dominant-color=\"dcdfdc\" data-has-transparency=\"false\" style=\"--dominant-color: #dcdfdc;\" loading=\"lazy\" decoding=\"async\"  srcset=\"https:\/\/alpha.pewresearch.org\/pewresearch-org\/wp-content\/uploads\/sites\/20\/2022\/08\/10.22.2019_feature.png?resize=480,270 480w, https:\/\/alpha.pewresearch.org\/pewresearch-org\/wp-content\/uploads\/sites\/20\/2022\/08\/10.22.2019_feature.png?resize=700,394 700w\" sizes=\"(max-width: 480px) 480px, (max-width: 782px) 782px, 640px\" height=\"360\" width=\"640\" src=\"https:\/\/alpha.pewresearch.org\/pewresearch-org\/wp-content\/uploads\/sites\/20\/2022\/08\/10.22.2019_feature.png?w=640\" alt=\"\" class=\"wp-image-125933 not-transparent\" \/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"5c71\">Polls can draw a lot of attention, particularly when they address high-profile issues like the&nbsp;<a href=\"https:\/\/alpha.pewresearch.org\/pewresearch-org\/short-reads\/2018\/08\/01\/trumps-approval-ratings-so-far-are-unusually-stable-and-deeply-partisan\/\" rel=\"noreferrer noopener\" target=\"_blank\">president\u2019s standing with the U.S. public<\/a>&nbsp;or&nbsp;<a href=\"https:\/\/alpha.pewresearch.org\/pewresearch-org\/short-reads\/2018\/12\/27\/facts-about-guns-in-united-states\/\" rel=\"noreferrer noopener\" target=\"_blank\">the way Americans feel about guns<\/a>. But many people who read about polls may not be very familiar \u2014 or familiar at all \u2014 with the way they\u2019re done. That can bring unique challenges for journalists and other writers (like me) who are tasked with conveying poll results in a way that\u2019s understandable and accurate.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"af25\">Fortunately, there are some simple guidelines writers can follow to minimize the risk of readers misunderstanding or misinterpreting poll findings. My colleagues at Pew Research Center shared some of these tips with me when I first joined the world of survey research, and I\u2019ve since learned a few others that are worth passing along. In this post, I\u2019ll walk through five pointers I\u2019ve found especially helpful.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"a23a\">This is by no means an exhaustive list. If you have your own tips, feel free to share them in the comments section below.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"always-be-clear-about-who-was-surveyed\">Always be clear about who was surveyed.<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"b83f\">Large polling organizations like Pew Research Center and Gallup conduct surveys of many different populations, so it\u2019s important to be as clear as possible in your writing about who, exactly, was polled.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"6651\">If you\u2019re writing about a political survey fielded in the United States during an election year, did it focus on the opinions of&nbsp;<em>all U.S. adults<\/em>, only those of&nbsp;<em>registered voters<\/em>, or \u201c<em>likely\u201d voters<\/em>? These are overlapping, but not identical, groups of people. President Donald Trump\u2019s approval rating, for example, has&nbsp;<a href=\"https:\/\/alpha.pewresearch.org\/pewresearch-org\/short-reads\/2017\/02\/16\/does-poll-include-or-exclude-nonvoters\/\" target=\"_blank\" rel=\"noreferrer noopener\">sometimes been higher<\/a>&nbsp;in polls of likely voters than in polls of all U.S. adults. Bearing this in mind, it\u2019s important to identify the specific group you\u2019re writing about quickly and clearly \u2014 a practice researchers sometimes call \u201c<a href=\"https:\/\/alpha.pewresearch.org\/pewresearch-org\/short-reads\/2018\/10\/18\/defining-the-universe-is-essential-when-writing-about-survey-data\/\" target=\"_blank\" rel=\"noreferrer noopener\">defining the universe<\/a>\u201d \u2014 and reiterate that universe throughout your writing.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"ad13\">This approach isn\u2019t just important when writing about political questions. It applies in many other contexts. In 2016, for example, Pew Research Center surveyed&nbsp;<a href=\"https:\/\/www.pewsocialtrends.org\/2017\/01\/11\/behind-the-badge\/\" rel=\"noreferrer noopener\" target=\"_blank\">nearly 8,000 U.S. police officers working in departments of 100 officers or more<\/a>, asking them questions about many aspects of their professional lives. The survey provided an important look at the views of these officers at a time when police work was under a national microscope. But because the survey focused on officers in comparatively large departments, it did not provide information on the views of&nbsp;<em>all&nbsp;<\/em>U.S. police officers, including those in small, rural departments. It\u2019s best to make a survey\u2019s parameters clear right away.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"ffed\">Also bear in mind that the universe you\u2019re writing about can change within the same survey. In an&nbsp;<a href=\"https:\/\/alpha.pewresearch.org\/pewresearch-org\/short-reads\/2019\/04\/10\/share-of-u-s-adults-using-social-media-including-facebook-is-mostly-unchanged-since-2018\/\" target=\"_blank\" rel=\"noreferrer noopener\">early 2019 survey<\/a>, we found that 69% of one universe (U.S. adults) use Facebook, and that 51% of another universe (<em>Facebook-using<\/em>&nbsp;U.S. adults) visit the platform several times a day. Be careful not to mix and match universes.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"let-your-readers-know-when-the-survey-was-conducted\">Let your readers know when the survey was conducted.<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"d046\">This is standard practice when writing about polls for the simple reason that public opinion can and does change. To use a recent example, survey findings about&nbsp;<a href=\"https:\/\/alpha.pewresearch.org\/pewresearch-org\/short-reads\/2019\/09\/26\/vaping-survey-data-roundup\/\" rel=\"noreferrer noopener\" target=\"_blank\">how frequently Americans smoke e-cigarettes<\/a>, or \u201cvape,\u201d might look different today than a year ago, given the&nbsp;<a href=\"https:\/\/www.cdc.gov\/tobacco\/basic_information\/e-cigarettes\/severe-lung-disease.html\" rel=\"noreferrer noopener\" target=\"_blank\">outbreak of a vaping-related illness<\/a>that has drawn national attention.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"0b5e\">It\u2019s not necessary to repeat a survey\u2019s field dates throughout your writing, as you should with the population surveyed (\u201call U.S. adults,\u201d \u201cregistered voters,\u201d etc.). But a good rule of thumb is to mention the field dates near the top of your analysis. And if you\u2019re surfacing poll findings from a long time ago \u2014 or ones you suspect may have changed in important ways \u2014 it\u2019s safer to use the past tense than the present tense to describe them: \u201cAbout one-in-ten Americans&nbsp;<em>said<\/em>&nbsp;they regularly or occasionally smoke e-cigarettes,\u201d rather than \u201c<em>say<\/em>.\u201d<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"stay-faithful-to-the-way-survey-questions-were-worded\">Stay faithful to the way survey questions were worded.<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"8092\">Writers, myself included, tend to see repetitive language as dull language. Since we don\u2019t want to bore readers, we like to vary the way sentences are phrased and structured. But this inclination can lead to problems when writing about survey questions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"23b2\">Small differences in question wording can bring out&nbsp;<a href=\"https:\/\/alpha.pewresearch.org\/pewresearch-org\/short-reads\/2019\/01\/29\/good-jobs-vs-jobs-survey-experiments-can-measure-the-effects-of-question-wording-and-more\/\" rel=\"noreferrer noopener\" target=\"_blank\">big differences in the way respondents answer<\/a>. That means writers should be careful when paraphrasing questions (and answers). Straying too far from the question wording can have the effect of inadvertently putting words in respondents\u2019 mouths.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"be1d\">Consider a&nbsp;<a href=\"https:\/\/alpha.pewresearch.org\/pewresearch-org\/religion\/2016\/09\/28\/where-the-public-stands-on-religious-liberty-vs-nondiscrimination\/\" target=\"_blank\" rel=\"noreferrer noopener\">2016 survey<\/a>&nbsp;in which we asked Americans about a contentious issue in the news: whether businesses that provide wedding services \u201cshould be required to provide those services to same-sex couples just as they would to all other customers,\u201d or whether such businesses \u201cshould be able to refuse to provide those services to same-sex couples if the business owner has religious objections to homosexuality.\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"c890\">Both sides of the question include important nuance \u2014 nuance that might well influence Americans\u2019 opinions on the matter. It would not be a fair characterization of the question, for example, to write that 48% of U.S. adults \u201csay businesses should be able to refuse services to same-sex couples\u201d&nbsp;<em>without<\/em>including the important context about the hypothetical business owner\u2019s \u201creligious objections to homosexuality.\u201d Another important piece of context: The question asked specifically about&nbsp;<em>wedding-related<\/em>&nbsp;businesses, not just any businesses.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"c3e2\">Even though it might make your sentences longer and more repetitive, the safest way to ensure you\u2019re summarizing a poll fairly is to hew closely to the question wording \u2014 especially on first or second reference, or in cases where your words might otherwise be taken out of context (like in a tweet). If you do venture into paraphrasing in later references, do it thoughtfully.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"pay-attention-to-the-margins-of-error\">Pay attention to the margins of error.<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Readers may have a broad understanding of the term \u201cmargin of error,\u201d but they may not understand how it applies when they encounter specific survey results. Here\u2019s an example: While most average people would probably consider 51% a \u201cmajority,\u201d it\u2019s usually&nbsp;<em>not<\/em>&nbsp;a \u201cmajority\u201d&nbsp;<a href=\"https:\/\/alpha.pewresearch.org\/pewresearch-org\/short-reads\/2018\/08\/03\/when-writing-about-survey-data-51-might-not-mean-a-majority\/\" target=\"_blank\" rel=\"noreferrer noopener\">in the context of a survey finding<\/a>. That\u2019s because the margin of error means the true figure might be below the 50% threshold, as this chart shows:<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><a rel=\"attachment wp-att-125936\" href=\"https:\/\/alpha.pewresearch.org\/pewresearch-org\/decoded\/2017\/05\/5-tips-for-writing-about-polls\/image-27-png\/\"><img data-dominant-color=\"f0f0f0\" data-has-transparency=\"false\" style=\"--dominant-color: #f0f0f0;\" loading=\"lazy\" decoding=\"async\" width=\"310\" height=\"293\"  srcset=\"https:\/\/alpha.pewresearch.org\/pewresearch-org\/wp-content\/uploads\/sites\/20\/2022\/08\/image-27.png?resize=310,293 310w\" sizes=\"(max-width: 480px) 480px, (max-width: 782px) 782px, 640px\" src=\"https:\/\/alpha.pewresearch.org\/pewresearch-org\/wp-content\/uploads\/sites\/20\/2022\/08\/image-27.png\" alt=\"\" class=\"wp-image-125936 not-transparent\" \/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"93d5\">In Pew Research Center publications based on survey data, you\u2019ll almost never see 51% characterized as a \u201cmajority.\u201d Instead, we\u2019ll characterize it as \u201cabout half,\u201d or something similar. (In fact, we usually won\u2019t refer to percentages like 52% or 53% as a \u201cmajority,\u201d either.) We do this to prevent readers from walking away with an incorrect understanding of what is and isn\u2019t a \u201cmajority\u201d view.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"c22b\">The same principle applies when comparing survey findings between different subgroups of people. In a&nbsp;<a href=\"https:\/\/www.people-press.org\/2018\/10\/29\/views-of-state-election-rules\/\" rel=\"noreferrer noopener\" target=\"_blank\">fall 2018 survey<\/a>, 27% of Hispanic U.S. adults \u2014 compared with 25% of black adults \u2014 said election rules in their state are not fair. But this 2-point difference is not statistically significant after taking the margin of error into account. Since that\u2019s the case, writers should just say the views of Hispanic and black adults on this question are similar or about the same.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"e281\">The same goes when talking about changes over time. In a recent survey, 65% of U.S. adults said they\u2019ve&nbsp;<a href=\"https:\/\/alpha.pewresearch.org\/pewresearch-org\/short-reads\/2019\/09\/25\/one-in-five-americans-now-listen-to-audiobooks\/\" target=\"_blank\" rel=\"noreferrer noopener\">read a print book within the past year<\/a>, compared with 67% who said this in 2018. This slight change is not statistically significant, so there hasn\u2019t been a \u201cdecline\u201d in book reading.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"4f70\"><strong>It\u2019s good to provide context, but it\u2019s dangerous to ascribe causality.<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"39a1\">For many years, Pew Research Center has been asking Americans whether they perceive Russia to be a \u201cmajor threat\u201d to the well-being of the United States. And in most of those surveys, Republicans and Democrats didn\u2019t have fundamentally different opinions. That&nbsp;<a href=\"https:\/\/www.people-press.org\/2019\/07\/30\/climate-change-and-russia-are-partisan-flashpoints-in-publics-views-of-global-threats\/#growing-partisan-divides-in-views-of-russia\" target=\"_blank\" rel=\"noreferrer noopener\">changed dramatically<\/a>&nbsp;after Trump\u2019s election in 2016, when Democrats became far more likely to see Russia as a major threat and Republicans became&nbsp;<em>less<\/em>&nbsp;likely to hold this view:<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><a rel=\"attachment wp-att-125938\" href=\"https:\/\/alpha.pewresearch.org\/pewresearch-org\/decoded\/2017\/05\/5-tips-for-writing-about-polls\/image-28-png\/\"><img data-dominant-color=\"f1f0f0\" data-has-transparency=\"false\" style=\"--dominant-color: #f1f0f0;\" loading=\"lazy\" decoding=\"async\" width=\"310\" height=\"499\"  srcset=\"https:\/\/alpha.pewresearch.org\/pewresearch-org\/wp-content\/uploads\/sites\/20\/2022\/08\/image-28.png?resize=310,499 310w\" sizes=\"(max-width: 480px) 480px, (max-width: 782px) 782px, 640px\" src=\"https:\/\/alpha.pewresearch.org\/pewresearch-org\/wp-content\/uploads\/sites\/20\/2022\/08\/image-28.png\" alt=\"\" class=\"wp-image-125938 not-transparent\" \/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"b43e\">What caused such a dramatic change? Someone who follows the news might reasonably infer that the sudden gulf between Democrats and Republicans had something to do with partisan differences over Russia\u2019s role in the 2016 presidential election. But there\u2019s no way to&nbsp;<em>know<\/em>&nbsp;what the respondents had in mind when they answered the question.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"ef74\">In a situation like this, it can be helpful to provide some of the underlying news context that might explain the survey findings (by noting, for example, that there have been high-profile allegations and investigations about Russia\u2019s role in the 2016 election). But it\u2019s important to do this&nbsp;<em>without<\/em>&nbsp;claiming a causal relationship, since you can\u2019t be sure that one exists.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"conclusion\">Conclusion<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"0d18\">All of these tips fall under the umbrella of one bigger piece of advice: Writers should be clear with readers about what a particular poll can and can\u2019t tell them. The results of any poll depend on basic factors including who was surveyed, when the survey was conducted and what specific questions were asked, in addition to other, more technical factors associated with the survey\u2019s design and methodology. Writers probably can\u2019t prevent every possible misunderstanding about how polls work, but we can<em>&nbsp;<\/em>take some easy steps to avoid the most common sources of confusion.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>There are some simple guidelines writers can follow to minimize the risk of readers misunderstanding or misinterpreting survey findings.<\/p>\n","protected":false},"author":655,"featured_media":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"sub_headline":"","sub_title":"","_prc_public_revisions":[],"_ppp_expiration_hours":0,"_ppp_enabled":false,"ai_generated_summary":"","relatedPosts":[],"_prc_fork_parent":0,"_prc_fork_status":"","_prc_active_fork":0,"datacite_doi":"","datacite_doi_citation":"","_prc_seo_qr_attachment_id":0,"spoken_article_player_enabled":true,"displayBylines":true,"footnotes":"","prc_watchers":[]},"categories":[],"bylines":[879],"collection":[],"_post_visibility":[],"decoded-category":[535],"formats":[],"_fund_pool":[],"languages":[],"regions-countries":[],"research-teams":[524],"workflow-status":[],"class_list":["post-111562","decoded","type-decoded","status-publish","hentry","bylines-john-gramlich","decoded-category-communicating-findings","research-teams-decoded"],"label":"Decoded","post_parent":0,"word_count":1553,"canonical_url":"https:\/\/alpha.pewresearch.org\/pewresearch-org\/decoded\/2019\/10\/22\/5-tips-for-writing-about-polls\/","art_direction":{"A1":{"id":125933,"rawUrl":"https:\/\/alpha.pewresearch.org\/pewresearch-org\/wp-content\/uploads\/sites\/20\/2022\/08\/10.22.2019_feature.png","url":"https:\/\/alpha.pewresearch.org\/pewresearch-org\/wp-content\/uploads\/sites\/20\/2022\/08\/10.22.2019_feature.png?w=564&h=317&crop=1","width":564,"height":317,"caption":"","chartArt":false},"A2":{"id":125933,"rawUrl":"https:\/\/alpha.pewresearch.org\/pewresearch-org\/wp-content\/uploads\/sites\/20\/2022\/08\/10.22.2019_feature.png","url":"https:\/\/alpha.pewresearch.org\/pewresearch-org\/wp-content\/uploads\/sites\/20\/2022\/08\/10.22.2019_feature.png?w=268&h=151&crop=1","width":268,"height":151,"caption":"","chartArt":false},"A3":{"id":125933,"rawUrl":"https:\/\/alpha.pewresearch.org\/pewresearch-org\/wp-content\/uploads\/sites\/20\/2022\/08\/10.22.2019_feature.png","url":"https:\/\/alpha.pewresearch.org\/pewresearch-org\/wp-content\/uploads\/sites\/20\/2022\/08\/10.22.2019_feature.png?w=194&h=110&crop=1","width":194,"height":110,"caption":"","chartArt":false},"A4":{"id":125933,"rawUrl":"https:\/\/alpha.pewresearch.org\/pewresearch-org\/wp-content\/uploads\/sites\/20\/2022\/08\/10.22.2019_feature.png","url":"https:\/\/alpha.pewresearch.org\/pewresearch-org\/wp-content\/uploads\/sites\/20\/2022\/08\/10.22.2019_feature.png?w=268&h=151&crop=1","width":268,"height":151,"caption":"","chartArt":false},"XL":{"id":125933,"rawUrl":"https:\/\/alpha.pewresearch.org\/pewresearch-org\/wp-content\/uploads\/sites\/20\/2022\/08\/10.22.2019_feature.png","url":"https:\/\/alpha.pewresearch.org\/pewresearch-org\/wp-content\/uploads\/sites\/20\/2022\/08\/10.22.2019_feature.png?w=700&h=394&crop=1","width":700,"height":394,"caption":"","chartArt":false},"social":{"id":125933,"rawUrl":"https:\/\/alpha.pewresearch.org\/pewresearch-org\/wp-content\/uploads\/sites\/20\/2022\/08\/10.22.2019_feature.png","url":"https:\/\/alpha.pewresearch.org\/pewresearch-org\/wp-content\/uploads\/sites\/20\/2022\/08\/10.22.2019_feature.png?w=700&h=394&crop=1","width":700,"height":394,"caption":"","chartArt":false}},"_embeds":[],"watchers":[],"table_of_contents":[],"datacite_doi":"","prc_seo_data":{"title":"5 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