{"id":19494,"date":"2023-12-19T23:13:39","date_gmt":"2023-12-19T23:13:39","guid":{"rendered":"https:\/\/ppcexpo.com\/blog\/?p=19494"},"modified":"2025-03-19T15:30:52","modified_gmt":"2025-03-19T10:30:52","slug":"likert-scale-examples","status":"publish","type":"post","link":"https:\/\/ppcexpo.com\/blog\/likert-scale-examples","title":{"rendered":"Likert Scale: Definition, Examples, Types &#038; Questions"},"content":{"rendered":"<p>Surveys are everywhere\u2014whether you&#8217;re rating your recent Uber ride, giving feedback on a product, or participating in an academic study. But how do researchers ensure they capture the nuances of your opinions? One of the most powerful tools at their disposal is the Likert scale.<\/p>\n<p>This blog will delve into what Likert scales are, and how they work, and provide concrete Likert scale examples to help you understand and use this tool effectively in your surveys.<\/p>\n<div style=\"text-align: center;\"><img decoding=\"async\" class=\"alignnone size-full wp-image-4345\" style=\"max-width: 100%;\" src=\"https:\/\/ppcexpo.com\/blog\/wp-content\/uploads\/2024\/07\/Likert-Scale-Examples.jpg\" alt=\"Likert Scale Examples\"><\/div>\n<div style=\"text-align: center;\"><a href=\"https:\/\/chartexpo.com\/utmAction\/MTArYmxvZytncytwcGMrNTk5Kw==\" target=\"_blank\" rel=\"noopener noreferrer nofollow\"><img decoding=\"async\" class=\"alignnone size-full wp-image-4345\" style=\"max-width: 70%;\" src=\"https:\/\/ppcexpo.com\/blog\/wp-content\/uploads\/2021\/11\/likert-scale-examples-button-1.webp\" alt=\"Likert Scale Examples\"><\/a><a href=\"https:\/\/chartexpo.com\/utmAction\/MTArYmxvZyt4bCtwcGMrNTk5Kw==\" target=\"_blank\" rel=\"noopener noreferrer nofollow\"><img decoding=\"async\" class=\"alignnone size-full wp-image-4345\" style=\"max-width: 70%;\" src=\"https:\/\/ppcexpo.com\/blog\/wp-content\/uploads\/2021\/11\/likert-scale-examples-button-2.webp\" alt=\"Likert Scale Examples\"><\/a><\/div>\n<p><em>You\u2019ll agree when we say getting a sense of survey data is one of the most complex and time-consuming tasks a business can undertake. Why?<\/em><\/p>\n<p>Survey data is complex and may involve both textual and numerical information. And this calls for a change in strategy, especially during the analysis phase.<\/p>\n<p>This blog will walk you through how to get started with surveys using many easy-to-follow Likert Scale examples.<\/p>\n<h3>Table of Content:<\/h3>\n<ol>\n<li><a href=\"#tb1\">Understanding a Likert Scale<\/a><\/li>\n<li><a href=\"#tb2\">What Does a Likert Scale Measure?<\/a><\/li>\n<li><a href=\"#tb3\">Why Likert Scales is so Impactful?<\/a><\/li>\n<li><a href=\"#tb4\">Likert Scale Function<\/a><\/li>\n<li><a href=\"#tb5\">Likert Scale Techniques<\/a><\/li>\n<li><a href=\"#tb6\">Types of Likert Scales<\/a><\/li>\n<li><a href=\"#tb7\">Key Components of Likert Scale Examples<\/a><\/li>\n<li><a href=\"#tb8\">Top 6 Likert Scale Examples<\/a><\/li>\n<li><a href=\"#tb9\">10+ Likert Scale Questionnaire Examples<\/a><\/li>\n<li><a href=\"#tb10\">Tips For Writing Strong Likert Scale Questions<\/a><\/li>\n<li><a href=\"#tb11\">How to Evaluate a Likert Scale Example: Step-by-Step<\/a><\/li>\n<li><a href=\"#tb12\">Advantages and Disadvantages of Likert Scale<\/a><\/li>\n<li><a href=\"#tb13\">Likert Scale Examples Based on Scale Type<\/a><\/li>\n<li><a href=\"#tb14\">Common Mistakes to Avoid When Using the Likert Scale<\/a><\/li>\n<li><a href=\"#tb15\">Limitations of a Likert Scales<\/a><\/li>\n<li><a href=\"#tb16\">FAQs<\/a><\/li>\n<li><a href=\"#wrap-up\">Wrap Up<\/a><\/li>\n<\/ol>\n<p>You don\u2019t want to miss the rest of the blog if your goal is to improve your survey data storytelling skills.<\/p>\n<h2 id=\"tb1\">Understanding a Likert Scale<\/h2>\n<p><strong>Definition<\/strong>: Invented by psychologist Rensis Likert in 1932, the Likert scale is a psychometric scale commonly used in surveys to measure attitudes, opinions, or perceptions. It typically features a series of statements, where respondents indicate their level of agreement on a linear scale.<\/p>\n<p>A Likert Scale is a one-dimensional chart you can use to collect the <em>attitudes and opinions<\/em> of your target market.<\/p>\n<p>This psychometric scale can help you understand the views and perspectives of the market towards your brand. The Likert Scale comes in different variants to help your business personalize its communication, among other benefits.<\/p>\n<p>This chart <a href=\"https:\/\/ppcexpo.com\/blog\/how-to-analyze-qualitative-data\" target=\"_blank\" rel=\"noopener\">analyzes\u00a0the qualitative data<\/a> (opinions and sentiments) by categorically assigning value. In other words, responses are measured based on their disagreement or agreement level.<\/p>\n<p>The Likert Scale, including the widely used 1<a href=\"https:\/\/ppcexpo.com\/blog\/10-point-likert-scale\" target=\"_blank\" rel=\"noopener\">0-Point Likert Scale<\/a>, is based on the rationale that the strength and intensity of respondents&#8217; answers are linear. This means their responses can be measured on a scale ranging from complete agreement to complete disagreement. You can use a wide variety of topics both general and specific questions\u2014to probe respondents about their level of agreement, perceptions, or beliefs toward your brand.<\/p>\n<p>Keep reading to learn how to get started with this <a href=\"https:\/\/ppcexpo.com\/blog\/data-analysis-of-survey-results\" target=\"_blank\" rel=\"noopener noreferrer\">survey data visualization<\/a> using Likert Examples (in the coming sections).<\/p>\n<h2 id=\"tb2\">What Does a Likert Scale Measure?<\/h2>\n<p>A Likert scale measures attitudes, opinions, or perceptions. It quantifies how strongly respondents agree or disagree with specific statements, allowing researchers to capture the intensity of their feelings or beliefs on a given topic.<\/p>\n<p>This helps in understanding the nuances of people&#8217;s viewpoints and behaviors.<\/p>\n<h2 id=\"tb3\">Why Likert Scales is so Impactful?<\/h2>\n<p>Likert scales are impactful because they simplify complex opinions into quantifiable data. They allow for easy measurement of attitudes and perceptions, making it possible to gather nuanced insights while being straightforward for respondents to understand and answer.<\/p>\n<p>This blend of simplicity and depth helps researchers accurately capture and analyze human sentiments.<\/p>\n<h2 id=\"tb4\">Likert Scale Function<\/h2>\n<p>A Likert scale functions as a tool to measure attitudes, opinions, or perceptions by presenting respondents with a series of statements and asking them to rate their agreement on a predefined scale, typically ranging from &#8220;Strongly Disagree&#8221; to &#8220;Strongly Agree.&#8221;<\/p>\n<p>This method allows researchers to quantify subjective data, making it easier to <a href=\"https:\/\/ppcexpo.com\/blog\/market-trends-analysis\" target=\"_blank\" rel=\"noopener\">analyze trends<\/a>, identify patterns, and draw conclusions about the respondents&#8217; views or experiences.<\/p>\n<div class=\"w-full text-token-text-primary\" dir=\"auto\" data-testid=\"conversation-turn-10\" data-scroll-anchor=\"false\">\n<div class=\"py-2 juice:py-[18px] px-3 text-base md:px-4 m-auto md:px-5 lg:px-1 xl:px-5\">\n<div class=\"mx-auto flex flex-1 gap-3 text-base juice:gap-4 juice:md:gap-5 juice:lg:gap-6 md:max-w-3xl lg:max-w-[40rem] xl:max-w-[48rem]\">\n<div class=\"group\/conversation-turn relative flex w-full min-w-0 flex-col\">\n<div class=\"flex-col gap-1 md:gap-3\">\n<div class=\"flex flex-grow flex-col max-w-full\">\n<div class=\"min-h-[20px] text-message flex flex-col items-start whitespace-pre-wrap break-words [.text-message+&amp;]:mt-5 juice:w-full juice:items-end overflow-x-auto gap-2\" dir=\"auto\" data-message-author-role=\"user\" data-message-id=\"aaa2a77b-edb8-4093-9628-78243bab064e\">\n<div class=\"flex w-full flex-col gap-1 juice:empty:hidden items-end rtl:items-start\">\n<div class=\"relative max-w-[70%] rounded-3xl bg-[#f4f4f4] px-5 py-2.5 dark:bg-token-main-surface-secondary\">\n<h2 id=\"tb5\">Likert Scale Techniques<\/h2>\n<div class=\"absolute bottom-0 right-full top-0 -mr-3.5 hidden pr-5 pt-1 group-hover\/conversation-turn:block\">\n<ul>\n<li><strong>Question Design<\/strong>: Formulate statements that respondents can agree or disagree with, ranging from &#8220;Strongly Disagree&#8221; to &#8220;Strongly Agree.&#8221;<\/li>\n<li><strong>Scale Selection<\/strong>: Choose the number of response options, typically 5 or 7, to balance between simplicity and capturing detail.<\/li>\n<li><strong>Survey Distribution<\/strong>: Distribute the survey to your target audience, ensuring anonymity to encourage honest responses.<\/li>\n<li><strong>Data Collection<\/strong>: Gather responses and ensure a sufficient sample size for reliability.<\/li>\n<li><strong>Data Analysis<\/strong>: Calculate the average scores, frequencies, and other statistical measures to <a href=\"https:\/\/ppcexpo.com\/blog\/how-to-interpret-graphs-and-charts\" target=\"_blank\" rel=\"noopener\">interpret the data graph<\/a>.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"w-full text-token-text-primary sm:AIPRM__conversation__response\" dir=\"auto\" data-testid=\"conversation-turn-11\" data-scroll-anchor=\"true\">\n<div class=\"py-2 juice:py-[18px] px-3 text-base md:px-4 m-auto md:px-5 lg:px-1 xl:px-5\">\n<div class=\"mx-auto flex flex-1 gap-3 text-base juice:gap-4 juice:md:gap-5 juice:lg:gap-6 md:max-w-3xl lg:max-w-[40rem] xl:max-w-[48rem]\">\n<div class=\"flex-shrink-0 flex flex-col relative items-end\">\n<div>\n<div class=\"pt-0.5 juice:pt-0\">\n<div class=\"gizmo-bot-avatar flex h-6 w-6 items-center justify-center overflow-hidden rounded-full juice:h-8 juice:w-8\">\n<h2 id=\"tb6\">Types of Likert Scales<\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>While the 4-point Likert scale is the most commonly used, there are several variations, each with its own benefits and use cases.<\/p>\n<ul>\n<li><strong>4-Point Likert Scale<\/strong>: This includes options like &#8220;Strongly Disagree,&#8221; &#8220;Disagree,&#8221; &#8220;Neutral,&#8221; &#8220;Agree,&#8221; and &#8220;Strongly Agree.&#8221; It&#8217;s straightforward to understand, making it ideal for general surveys.<\/li>\n<li><strong>7-Point Likert Scale<\/strong>: This scale adds more gradation with options like &#8220;Very Strongly Disagree&#8221; and &#8220;Very Strongly Agree.&#8221; It provides more precision, useful for more detailed analyses.<\/li>\n<li><strong>9-Point Likert Scale<\/strong>: Offering even more granularity, this scale can capture very subtle differences in opinion, which is valuable in detailed research studies.<\/li>\n<li><strong>Bipolar vs. Unipolar Scales<\/strong>: Bipolar scales measure a continuum between two opposite points (e.g., &#8220;Very Unhappy&#8221; to &#8220;Very Happy&#8221;), while unipolar scales measure the intensity of a single attribute (e.g., &#8220;Not at all Happy&#8221; to &#8220;Extremely Happy&#8221;).<\/li>\n<\/ul>\n<h2 id=\"tb7\">Key Components of Likert Scale Examples<\/h2>\n<p>Likert scales consist of several key components that contribute to their effectiveness in measuring attitudes and opinions. These components include:<\/p>\n<p><strong>Statements or Questions:<\/strong> Likert scales begin with a series of statements or questions related to the subject under investigation. These items are carefully crafted to capture the range of opinions or attitudes relevant to the study.<\/p>\n<p><strong>Response Options:<\/strong> Respondents are presented with a set of response options for each statement or question. These options typically range from positive to negative sentiments, such as &#8220;Strongly Agree,&#8221; &#8220;Agree,&#8221; &#8220;Neutral,&#8221; &#8220;Disagree,&#8221; and &#8220;Strongly Disagree.&#8221;<\/p>\n<p><strong>Scale Range:<\/strong> Likert scales often use a numerical range to quantify responses. While a common scale ranges from 1 to 5 or 1 to 7, the specific range can vary depending on the design of the scale and the desired level of granularity in the responses.<\/p>\n<p><strong>Neutral Option:<\/strong> A neutral or middle option, such as &#8220;Neutral&#8221; or &#8220;Neither Agree nor Disagree,&#8221; allows respondents to express a lack of strong opinion on a particular statement.<\/p>\n<p><strong>Instructions:<\/strong> Clear instructions are provided to guide respondents on how to interpret and use the scale. This ensures consistency in responses and helps participants understand the purpose of the survey.<\/p>\n<p><strong>Randomization:<\/strong> In some cases, the order of statements or questions may be randomized to mitigate response bias that could arise from the sequence of items.<\/p>\n<p><strong>Summation or Analysis:<\/strong> After data collection, researchers often assign numerical values to the selected response options and calculate a total or average score for each respondent. This quantitative approach facilitates statistical analysis and comparison of results.<\/p>\n<p><strong>Validity and Reliability:<\/strong> Likert scales should be designed to ensure both validity (measuring what they intend to measure) and reliability (consistency of results). This involves careful wording of statements and testing the scale&#8217;s consistency over time.<\/p>\n<div style=\"text-align: center;\"><a href=\"https:\/\/chartexpo.com\/utmAction\/MTArYmxvZytncytwcGMrNTk5Kw==\" target=\"_blank\" rel=\"noopener noreferrer nofollow\"><img decoding=\"async\" class=\"alignnone size-full wp-image-4345\" style=\"max-width: 70%;\" src=\"https:\/\/ppcexpo.com\/blog\/wp-content\/uploads\/2021\/11\/likert-scale-examples-button-3.webp\" alt=\"Likert Scale Examples\"><\/a><a href=\"https:\/\/chartexpo.com\/utmAction\/MTArYmxvZyt4bCtwcGMrNTk5Kw==\" target=\"_blank\" rel=\"noopener noreferrer nofollow\"><img decoding=\"async\" class=\"alignnone size-full wp-image-4345\" style=\"max-width: 70%;\" src=\"https:\/\/ppcexpo.com\/blog\/wp-content\/uploads\/2021\/11\/likert-scale-examples-button-4.webp\" alt=\"Likert Scale Examples\"><\/a><\/div>\n<h2 id=\"tb8\">Top 6 Likert Scale Examples<\/h2>\n<p>Before we delve into the top 5 Likert Scale examples, let\u2019s explore the benefits you and your business stand to enjoy.<\/p>\n<p>Whether you\u2019re trying to determine how your employees feel about their work or what your customers think about your products or services, you can trust Likert Visualization.<\/p>\n<p><em>So what are the <a href=\"https:\/\/ppcexpo.com\/ChartExpo\/charts\/Likert-Scale-chart\" target=\"_blank\" rel=\"noopener noreferrer\">benefits of Likert Visualization<\/a>?<\/em><\/p>\n<ul>\n<li>\n<h3>Example #1: Likert Scale for Customer Satisfaction<\/h3>\n<\/li>\n<\/ul>\n<p>A typical <a href=\"https:\/\/ppcexpo.com\/blog\/customer-satisfaction-survey-report\" target=\"_blank\" rel=\"noopener\">customer satisfaction survey<\/a> uses an ordinal scale that allows users to rank their opinions.<\/p>\n<p>For example, a 4-point Likert scale asks customers to specify their levels of agreement with a statement, from high to low, with one neutral option in the middle.<\/p>\n<p>Likert Scale responses for customer service are incredibly flexible and can be used to measure a variety of sentiments, such as <em>agreement, frequency, and desirability<\/em>.<\/p>\n<p>For example, if your goal is to identify how often customers use your online help portal, frequency responses (Never, Rarely, Sometimes, Often, Frequently) would be helpful.<\/p>\n<ul>\n<li>\n<h3>Example #2: Likert Scale for Employee Engagement<\/h3>\n<\/li>\n<\/ul>\n<p>You can use Likert Scale responses to gauge the sentiments of your employees towards their job tasks.<\/p>\n<p>By leveraging the Likert Scale, you can easily keep tabs on your employees\u2019 level of engagement and sentiment. For example, you can easily find out how aware employees are of career advancement opportunities available.<\/p>\n<ul>\n<li>\n<h3>Example #3: Likert Scale for Professional Event Feedback<\/h3>\n<\/li>\n<\/ul>\n<p>As a Marketer or event professional, you can easily leverage Likert Scale examples to collect valuable insights into the success (or failure) of events.<\/p>\n<p>You can use a post-event survey to evaluate the overall event experience or probe the probability of attendance at future events.<\/p>\n<ul>\n<li>\n<h3>Example #4: Likert Scale for Product Improvement<\/h3>\n<\/li>\n<\/ul>\n<p>Likert scales can help companies identify areas for improvement in their products or services. For example, a company might ask customers to rate their satisfaction with a product&#8217;s features on a scale of 1 to 5, with 1 being very dissatisfied and 5 being very satisfied.<\/p>\n<p>This information can then be used to improve the product and increase customer satisfaction.<\/p>\n<ul>\n<li>\n<h3>Example #5: Likert Scale for Market Research<\/h3>\n<\/li>\n<\/ul>\n<p>Likert scales are often used in <a href=\"https:\/\/ppcexpo.com\/blog\/how-to-conduct-market-research-for-a-business\" target=\"_blank\" rel=\"noopener\">market research<\/a> to gain insights into customers&#8217; opinions and attitudes towards products, services, and brands. For example, a company might ask customers to rate their agreement with statements such as &#8220;I would recommend this product to a friend&#8221; or &#8220;I am likely to purchase this product again&#8221; on a scale of 1 to 5.<\/p>\n<p>This information can help companies understand their customer&#8217;s preferences and make informed decisions about their <a href=\"https:\/\/ppcexpo.com\/blog\/what-are-the-5-marketing-strategies\" target=\"_blank\" rel=\"noopener\">marketing strategies<\/a>.<\/p>\n<ul>\n<li>\n<h3>Example #6: Likert Scale for Public Opinion Research<\/h3>\n<\/li>\n<\/ul>\n<p>Likert scales can be used to measure public opinion on various topics, such as political beliefs, social issues, and cultural trends. For example, a researcher might ask participants to rate their agreement with statements such as &#8220;I believe in equal rights for all&#8221; or &#8220;I support the use of renewable energy&#8221; on a scale of 1 to 5. This information can help researchers understand public opinion and inform policy decisions.<\/p>\n<h2 id=\"tb9\">10+ Likert Scale Questionnaire Examples<\/h2>\n<p>Here are 10+ Likert scale example questions covering a range of topics:<\/p>\n<ul>\n<li><strong>Customer Satisfaction Surveys:<\/strong><\/li>\n<\/ul>\n<p>&#8220;The product met my expectations.&#8221;<\/p>\n<ol>\n<li>Strongly Disagree<\/li>\n<li>Disagree<\/li>\n<li>Neutral<\/li>\n<li>Agree<\/li>\n<li>Strongly Agree<\/li>\n<\/ol>\n<ul>\n<li><strong>Employee Engagement Surveys:<\/strong><\/li>\n<\/ul>\n<p>&#8220;I feel valued as an employee at this company.&#8221;<\/p>\n<ol>\n<li>Strongly Disagree<\/li>\n<li>Disagree<\/li>\n<li>Neutral<\/li>\n<li>Agree<\/li>\n<li>Strongly Agree<\/li>\n<\/ol>\n<ul>\n<li><strong>Educational Assessments:<\/strong><\/li>\n<\/ul>\n<p>&#8220;The course materials were clear and helpful.&#8221;<\/p>\n<ol>\n<li>Strongly Disagree<\/li>\n<li>Disagree<\/li>\n<li>Neutral<\/li>\n<li>Agree<\/li>\n<li>Strongly Agree<\/li>\n<\/ol>\n<ul>\n<li><strong>Market Research:<\/strong><\/li>\n<\/ul>\n<p>&#8220;I am likely to recommend this brand to others.&#8221;<\/p>\n<ol>\n<li>Very Unlikely<\/li>\n<li>Unlikely<\/li>\n<li>Neutral<\/li>\n<li>Likely<\/li>\n<li>Very Likely<\/li>\n<\/ol>\n<ul>\n<li><strong>Agreement with a Statement:<\/strong><\/li>\n<\/ul>\n<p>&#8220;Please indicate your level of agreement with the statement: &#8216;The company values employee contributions.'&#8221;<\/p>\n<ol>\n<li>Strongly Disagree<\/li>\n<li>Disagree<\/li>\n<li>Neither Agree nor Disagree<\/li>\n<li>Agree<\/li>\n<li>Strongly Agree<\/li>\n<\/ol>\n<ul>\n<li><strong>Product Satisfaction:<\/strong><\/li>\n<\/ul>\n<p>&#8220;How satisfied are you with the overall performance of our latest product?&#8221;<\/p>\n<ol>\n<li>Very Dissatisfied<\/li>\n<li>Dissatisfied<\/li>\n<li>Neither Satisfied nor Dissatisfied<\/li>\n<li>Satisfied<\/li>\n<li>Very Satisfied<\/li>\n<\/ol>\n<ul>\n<li><strong>Course Evaluation:<\/strong><\/li>\n<\/ul>\n<p>&#8220;Rate your overall satisfaction with the course content and delivery.&#8221;<\/p>\n<ol>\n<li>Poor<\/li>\n<li>Fair<\/li>\n<li>Good<\/li>\n<li>Very Good<\/li>\n<li>Excellent<\/li>\n<\/ol>\n<ul>\n<li><strong>Frequency of Exercise:<\/strong><\/li>\n<\/ul>\n<p>&#8220;How often do you engage in regular physical exercise?&#8221;<\/p>\n<ol>\n<li>Never<\/li>\n<li>Rarely<\/li>\n<li>Occasionally<\/li>\n<li>Often<\/li>\n<li>Always<\/li>\n<\/ol>\n<ul>\n<li><strong>Agreement with a Policy:<\/strong><\/li>\n<\/ul>\n<p>&#8220;To what extent do you agree with the organization&#8217;s flexible work hours policy?&#8221;<\/p>\n<ol>\n<li>Strongly Disagree<\/li>\n<li>Disagree<\/li>\n<li>Neither Agree nor Disagree<\/li>\n<li>Agree<\/li>\n<li>Strongly Agree<\/li>\n<\/ol>\n<ul>\n<li><strong>Website Usability:<\/strong><\/li>\n<\/ul>\n<p>&#8220;Rate the ease of use of our website.&#8221;<\/p>\n<ol>\n<li>Very Difficult<\/li>\n<li>Difficult<\/li>\n<li>Neutral<\/li>\n<li>Easy<\/li>\n<li>Very Easy<\/li>\n<\/ol>\n<ul>\n<li><strong>Agreement with a Social Issue:<\/strong><\/li>\n<\/ul>\n<p>&#8220;Indicate your level of agreement with the statement: &#8216;Climate change requires urgent attention.'&#8221;<\/p>\n<ol>\n<li>Strongly Disagree<\/li>\n<li>Disagree<\/li>\n<li>Neither Agree nor Disagree<\/li>\n<li>Agree<\/li>\n<li>Strongly Agree<\/li>\n<\/ol>\n<ul>\n<li><strong>Work-Life Balance:<\/strong><\/li>\n<\/ul>\n<p>&#8220;How satisfied are you with your current work-life balance?&#8221;<\/p>\n<ol>\n<li>Very Dissatisfied<\/li>\n<li>Dissatisfied<\/li>\n<li>Neither Satisfied nor Dissatisfied<\/li>\n<li>Satisfied<\/li>\n<li>Very Satisfied<\/li>\n<\/ol>\n<ul>\n<li><strong>Conference Presentation Rating:<\/strong><\/li>\n<\/ul>\n<p>&#8220;Rate the effectiveness of the recent conference presentation you attended.&#8221;<\/p>\n<ol>\n<li>Poor<\/li>\n<li>Fair<\/li>\n<li>Good<\/li>\n<li>Very Good<\/li>\n<li>Excellent<\/li>\n<\/ol>\n<ul>\n<li><strong>Health Habits:<\/strong><\/li>\n<\/ul>\n<p>&#8220;To what extent do you prioritize healthy eating habits in your daily life?&#8221;<\/p>\n<ol>\n<li>Not at All<\/li>\n<li>Rarely<\/li>\n<li>Occasionally<\/li>\n<li>Often<\/li>\n<li>Always<\/li>\n<\/ol>\n<p>These Likert scale example questions can be adapted for various <a href=\"https:\/\/ppcexpo.com\/blog\/survey-guide\" target=\"_blank\" rel=\"noopener\">surveys<\/a>, research studies, or feedback forms to gauge opinions, attitudes, and behaviors across different domains.<\/p>\n<h2 id=\"tb10\">Tips For Writing Strong Likert Scale Questions<\/h2>\n<p>Creating effective Likert scale questions involves several best practices:<\/p>\n<ul>\n<li>\n<h3>Clarity and Simplicity:<\/h3>\n<\/li>\n<\/ul>\n<p>Ensure each statement is clear and straightforward. Avoid jargon and complex language.<\/p>\n<ul>\n<li>\n<h3>Balanced Options:<\/h3>\n<\/li>\n<\/ul>\n<p>Provide a balanced range of response options to capture the full spectrum of opinions.<\/p>\n<ul>\n<li>\n<h3>Avoiding Directive Questions:<\/h3>\n<\/li>\n<\/ul>\n<p>Craft neutral statements that do not imply a &#8220;correct&#8221; response.<\/p>\n<ul>\n<li>\n<h3>Ensuring Consistency:<\/h3>\n<\/li>\n<\/ul>\n<p>Use consistent language and scale points throughout your survey to avoid confusing respondents.<\/p>\n<h2 id=\"tb11\">How to Evaluate a Likert Scale Example: Step-by-Step<\/h2>\n<p>The Likert Scale should be your go-to survey <a href=\"https:\/\/ppcexpo.com\/blog\/types-of-data-visualization-charts\" target=\"_blank\" rel=\"noopener\">data visualization chart<\/a> because it goes beyond the conventional \u2018yes\/no responses. And, it provides respondents with a high degree of flexibility to express their opinions with levels that best represent them.<\/p>\n<p><em>What does this mean to you and your business?<\/em><\/p>\n<p>Extracting key insights from your survey data should never be time-intensive or even overwhelming. Leverage Likert Scale examples to gain hidden, actionable insights into your data to power your decisions.<\/p>\n<p><em>So how can you access Likert Charts?<\/em><\/p>\n<p>Freemium data visualization tools, such as Excel, lack advanced charts tailor-made specifically for surveys. However, we\u2019re not implying you do away with Excel.<\/p>\n<p>You can supercharge it with <em>easy-to-use third-party apps<\/em> called add-ons. ChartExpo is a <em>reliable and amazingly <\/em><em>easy-to-use <\/em>add-on you can install in your Excel to access survey charts, such as the Likert Scale.<\/p>\n<p>So if you\u2019re looking for a <a href=\"https:\/\/ppcexpo.com\/blog\/data-visualization-tools\" target=\"_blank\" rel=\"noopener noreferrer\">data visualization tool<\/a> to create <em>easy-to-interpret<\/em> charts to charge up your survey results presentation, check no further.<\/p>\n<p>In the coming section, you\u2019ll come across Likert Scale Examples detailing how to install and get started with <a href=\"https:\/\/ppcexpo.com\/ChartExpo\/ppc-charts\" target=\"_blank\" rel=\"noopener noreferrer\">ChartExpo. <\/a><\/p>\n<p><em>You\u2019re close to the finish line. You don\u2019t want to miss the coming section.<\/em><\/p>\n<div style=\"text-align: center;\"><a href=\"https:\/\/chartexpo.com\/utmAction\/MTArYmxvZytncytwcGMrNTk5Kw==\" target=\"_blank\" rel=\"noopener noreferrer nofollow\"><img decoding=\"async\" class=\"alignnone size-full wp-image-4345\" style=\"max-width: 70%;\" src=\"https:\/\/ppcexpo.com\/blog\/wp-content\/uploads\/2021\/11\/likert-scale-examples-button-5.webp\" alt=\"Likert Scale Examples\"><\/a><a href=\"https:\/\/chartexpo.com\/utmAction\/MTArYmxvZyt4bCtwcGMrNTk5Kw==\" target=\"_blank\" rel=\"noopener noreferrer nofollow\"><img decoding=\"async\" class=\"alignnone size-full wp-image-4345\" style=\"max-width: 70%;\" src=\"https:\/\/ppcexpo.com\/blog\/wp-content\/uploads\/2021\/11\/likert-scale-examples-button-6.webp\" alt=\"Likert Scale Examples\"><\/a><\/div>\n<h3>Example<\/h3>\n<p><em>So how can you visualize your survey data using a 4-point <\/em><em>Likert Scale? <\/em><em>\u00a0Let\u2019s first understand the scaling in the 4-scale Likert Scale Chart.<\/em><\/p>\n<ul>\n<li>1: Very Dissatisfied<\/li>\n<li>2: Dissatisfied<\/li>\n<li>3: Satisfied<\/li>\n<li>4: Very Satisfied<\/li>\n<\/ul>\n<p>Imagine you run a company, and you want to get feedback about your products from your loyal customers. You want to personalize the way they benefit from your core offerings to increase <a href=\"https:\/\/ppcexpo.com\/blog\/what-is-a-good-customer-lifetime-value\" target=\"_blank\" rel=\"noopener\">customer lifetime value<\/a>.<\/p>\n<p>Let\u2019s assume you\u2019ve already commissioned a survey and gathered the data below. Let\u2019s visualize the tabular data below using ChartExpo\u2019s 4-point Likert Scale examples.<\/p>\n<table class=\"static\" style=\"border: 1px; font-size: 17px; height: 1155px;\" width=\"521\">\n<tbody>\n<tr>\n<td width=\"306\"><strong>Question<\/strong><\/td>\n<td width=\"94\"><strong>Rating<\/strong><\/td>\n<td width=\"104\"><strong>Count<\/strong><\/td>\n<\/tr>\n<tr>\n<td width=\"306\">The virtual models of customized products are realistic<\/td>\n<td width=\"94\">1<\/td>\n<td width=\"104\">324<\/td>\n<\/tr>\n<tr>\n<td width=\"306\">The virtual models of customized products are realistic<\/td>\n<td width=\"94\">2<\/td>\n<td width=\"104\">176<\/td>\n<\/tr>\n<tr>\n<td width=\"306\">The virtual models of customized products are realistic<\/td>\n<td width=\"94\">3<\/td>\n<td width=\"104\">230<\/td>\n<\/tr>\n<tr>\n<td width=\"306\">The virtual models of customized products are realistic<\/td>\n<td width=\"94\">4<\/td>\n<td width=\"104\">270<\/td>\n<\/tr>\n<tr>\n<td width=\"306\">The virtual models of customized products are realistic<\/td>\n<td width=\"94\">5<\/td>\n<td width=\"104\">0<\/td>\n<\/tr>\n<tr>\n<td width=\"306\">The information about customized components is identified<\/td>\n<td width=\"94\">1<\/td>\n<td width=\"104\">138<\/td>\n<\/tr>\n<tr>\n<td width=\"306\">The information about customized components is identified<\/td>\n<td width=\"94\">2<\/td>\n<td width=\"104\">186<\/td>\n<\/tr>\n<tr>\n<td width=\"306\">The information about customized components is identified<\/td>\n<td width=\"94\">3<\/td>\n<td width=\"104\">176<\/td>\n<\/tr>\n<tr>\n<td width=\"306\">The information about customized components is identified<\/td>\n<td width=\"94\">4<\/td>\n<td width=\"104\">230<\/td>\n<\/tr>\n<tr>\n<td width=\"306\">The information about customized components is identified<\/td>\n<td width=\"94\">5<\/td>\n<td width=\"104\">270<\/td>\n<\/tr>\n<tr>\n<td width=\"306\">The variety of customized products is satisfactory<\/td>\n<td width=\"94\">1<\/td>\n<td width=\"104\">0<\/td>\n<\/tr>\n<tr>\n<td width=\"306\">The variety of customized products is satisfactory<\/td>\n<td width=\"94\">2<\/td>\n<td width=\"104\">138<\/td>\n<\/tr>\n<tr>\n<td width=\"306\">The variety of customized products is satisfactory<\/td>\n<td width=\"94\">3<\/td>\n<td width=\"104\">186<\/td>\n<\/tr>\n<tr>\n<td width=\"306\">The variety of customized products is satisfactory<\/td>\n<td width=\"94\">4<\/td>\n<td width=\"104\">176<\/td>\n<\/tr>\n<tr>\n<td width=\"306\">The variety of customized products is satisfactory<\/td>\n<td width=\"94\">5<\/td>\n<td width=\"104\">500<\/td>\n<\/tr>\n<tr>\n<td width=\"306\">Image rotation is useful for viewing the product from different angles<\/td>\n<td width=\"94\">1<\/td>\n<td width=\"104\">5<\/td>\n<\/tr>\n<tr>\n<td width=\"306\">Image rotation is useful for viewing the product from different angles<\/td>\n<td width=\"94\">2<\/td>\n<td width=\"104\">100<\/td>\n<\/tr>\n<tr>\n<td width=\"306\">Image rotation is useful for viewing the product from different angles<\/td>\n<td width=\"94\">3<\/td>\n<td width=\"104\">146<\/td>\n<\/tr>\n<tr>\n<td width=\"306\">Image rotation is useful for viewing the product from different angles<\/td>\n<td width=\"94\">4<\/td>\n<td width=\"104\">116<\/td>\n<\/tr>\n<tr>\n<td width=\"306\">Image rotation is useful for viewing the\u00a0 product from different angles<\/td>\n<td width=\"94\">5<\/td>\n<td width=\"104\">420<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<div style=\"text-align: left;\">\n<p>This section will use a 4-Point Likert Scale to display insights from the table discussed above.<\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li>To install ChartExpo into your Excel, click <a href=\"https:\/\/chartexpo.com\/utmAction\/MTArYmxvZyt4bCtwcGMrNTk5Kw==\" target=\"_blank\" rel=\"nofollow noopener\">this link<\/a>.<\/li>\n<li>Open the worksheet and click the <strong>Insert <\/strong>button to access the <strong>My Apps <\/strong>option.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<div style=\"text-align: center;\"><img decoding=\"async\" class=\"alignnone size-full wp-image-4345\" style=\"max-width: 100%;\" src=\"https:\/\/ppcexpo.com\/blog\/wp-content\/uploads\/2024\/06\/likert-scale-examples-1.jpg\" alt=\"Likert Scale Examples 1\" width=\"650\"><\/div>\n<ul>\n<li>Select ChartExpo add-in and click the<strong> Insert <\/strong>button.<\/li>\n<\/ul>\n<div style=\"text-align: center;\"><img decoding=\"async\" class=\"alignnone size full wp image 4345\" src=\"https:\/\/ppcexpo.com\/blog\/wp-content\/uploads\/2024\/06\/likert-scale-examples-2.jpg\" alt=\"Likert Scale Examples 2\" width=\"650\"><\/div>\n<ul>\n<li>Once the interface below loads. In this case, look for \u201c<strong>Likert Scale Chart<\/strong>\u201d in the <strong>list<\/strong>.<\/li>\n<\/ul>\n<div style=\"text-align: center;\"><img decoding=\"async\" class=\"alignnone size-full wp-image-4345\" style=\"max-width: 100%;\" src=\"https:\/\/ppcexpo.com\/blog\/wp-content\/uploads\/2024\/06\/likert-scale-examples-3.jpg\" alt=\"Likert Scale Examples 3\" width=\"612\"><\/div>\n<ul>\n<li>Select the data in the worksheet and click the <strong>Create Chart from the Selection <\/strong>button, as shown below.<\/li>\n<\/ul>\n<div style=\"text-align: center;\"><img decoding=\"async\" class=\"alignnone size full wp image 4345\" src=\"https:\/\/ppcexpo.com\/blog\/wp-content\/uploads\/2024\/06\/likert-scale-examples-4.jpg\" alt=\"Likert Scale Examples 4\" width=\"650\"><\/div>\n<ul>\n<li>Check out the final chart below.<\/li>\n<\/ul>\n<div style=\"text-align: center;\"><img decoding=\"async\" class=\"alignnone size-full wp-image-4345\" style=\"max-width: 100%;\" src=\"https:\/\/ppcexpo.com\/blog\/wp-content\/uploads\/2024\/06\/likert-scale-examples-5.jpg\" alt=\"Likert Scale Examples 5\" width=\"650\"><\/div>\n<\/div>\n<p>ChartExpo will generate a 5-point Likert Scale by default. To change the chart to a 4-point Likert Scale, follow the instructions below:<\/p>\n<ul>\n<li>Click the Chart<strong> Setting <\/strong>buttons.<\/li>\n<li>Once the Chart Setting window shows, Click the <strong>Scale Type <\/strong>button to see a drop-down.<\/li>\n<li>Select <strong>4<\/strong> in the drop-down, as shown below.<\/li>\n<\/ul>\n<div style=\"text-align: center;\"><img decoding=\"async\" class=\"alignnone size-full wp-image-4345\" style=\"max-width: 100%;\" src=\"https:\/\/ppcexpo.com\/blog\/wp-content\/uploads\/2024\/06\/likert-scale-examples-6.jpg\" alt=\"Likert Scale Examples 6\" width=\"649\"><\/div>\n<ul>\n<li>Click the <strong>Apply <\/strong>button, as shown above.<\/li>\n<li>Check out the final 4-Point Likert Scale Chart below.<\/li>\n<\/ul>\n<div style=\"text-align: center;\"><img decoding=\"async\" class=\"alignnone size-full wp-image-4345\" style=\"max-width: 100%;\" src=\"https:\/\/ppcexpo.com\/blog\/wp-content\/uploads\/2024\/06\/likert-scale-examples-7.jpg\" alt=\"Likert Scale Examples 7\" width=\"520\"><\/div>\n<h4>Insights<\/h4>\n<ul>\n<li>Users generally appreciate the use of virtual models and the clarity of the information provided.<\/li>\n<li>There is a noticeable level of dissatisfaction among some users regarding the variety of customized products available, indicating a need for enhancement in this area.<\/li>\n<li>The ability to rotate images is highly regarded and significantly enhances the overall user experience.<\/li>\n<\/ul>\n<h2 id=\"tb12\">Advantages and Disadvantages of Likert Scale<\/h2>\n<p>Like any tool, Likert scales have their strengths and weaknesses.<\/p>\n<h3>Advantages:<\/h3>\n<ul>\n<li><strong>Easy to Understand and Use<\/strong>: Respondents generally find Likert scales straightforward, which can lead to higher response rates.<\/li>\n<li><strong>Quantifiable Data<\/strong>: They provide ordinal data that can be easily analyzed statistically.<\/li>\n<li><strong>Versatility<\/strong>: Likert scales can be adapted to measure a wide range of attitudes and behaviors.<\/li>\n<\/ul>\n<h3>Disadvantages:<\/h3>\n<ul>\n<li><strong>Central Tendency Bias<\/strong>: Some respondents may avoid extreme positions, skewing results toward the middle.<\/li>\n<li><strong>Limited Depth<\/strong>: While they capture the intensity of feelings, they may not fully explain the reasons behind those feelings.<\/li>\n<li><strong>Potential for Misinterpretation<\/strong>: Cultural differences and personal interpretations of scale points can affect consistency.<\/li>\n<\/ul>\n<h2 id=\"tb13\">Likert Scale Examples Based on Scale Type<\/h2>\n<h3>4-Points Likert Scale Examples<\/h3>\n<p>The 4-point Likert scale examples come with frequency-centric options, namely <em>never, rarely, often, and every time.<\/em><\/p>\n<p>You can customize your chart with agreement-centric options ranging from strongly disagree to agree strongly. Check out a sample question with frequency-centric possibilities below.<\/p>\n<p>\u201cHow often do you require customer care assistance?\u201d<\/p>\n<ol>\n<li>Never<\/li>\n<li>Rarely<\/li>\n<li>Often<\/li>\n<li>Every time<\/li>\n<\/ol>\n<h3>6-point Likert Scale Examples<\/h3>\n<p>A 6-point Likert Scale provides respondents with a broader range of options that best represent their sentiments and opinions.<\/p>\n<p>If you want to include a neutral point in your Likert Scale Chart, you can combine the \u201cslightly agree\u201d and \u201cslightly disagree\u201d options.<\/p>\n<p>Suppose your goal is to gauge satisfaction sentiments.<\/p>\n<p>In that case, these examples can be calibrated to offer the following options: <em>Extremely satisfied, very satisfied, somewhat satisfied, somewhat dissatisfied, very dissatisfied, and extremely dissatisfied.<\/em><\/p>\n<p>Check out a sample survey gauging employees\u2019 sentiments towards a brand using a six-point Likert visualization type.<\/p>\n<p>\u201cThe organization invests time and money to keep the employees updated with technology?\u201d<\/p>\n<ol>\n<li>Strongly Disagree<\/li>\n<li>Disagree<\/li>\n<li>Somewhat Disagree<\/li>\n<li>Somewhat Agree<\/li>\n<li>Agree<\/li>\n<li>Strongly Agree<\/li>\n<\/ol>\n<h3>7-Point Likert Scale Examples<\/h3>\n<p>Suppose your goal is to gauge satisfaction sentiments. In that case, 7-point Likert Scale examples can be customized to offer the following options: <em>satisfied and dissatisfied as the extreme points and a neutral option at the midpoint<\/em>.<\/p>\n<p>Below is a sample survey gauging the sentiments of customers towards a business using a 7-point Likert Scale.<\/p>\n<p>\u201cIndicate your Satisfaction Levels with our customers\u2019 services.\u201d<\/p>\n<ol>\n<li>Completely Dissatisfied<\/li>\n<li>Mostly Dissatisfied<\/li>\n<li>Somewhat Dissatisfied<\/li>\n<li>Neither Satisfied or Dissatisfied<\/li>\n<li>Somewhat satisfied<\/li>\n<li>Mostly Satisfied<\/li>\n<li>Completely Satisfied<\/li>\n<\/ol>\n<h2 id=\"tb14\">Common Mistakes to Avoid When Using the Likert Scale<\/h2>\n<p>While Likert scales are powerful tools, it&#8217;s important to avoid common pitfalls:<\/p>\n<ul>\n<li><strong>Ambiguous Wording<\/strong>: Ensure your statements are clear and specific. Vague statements can lead to misinterpretation.<\/li>\n<li><strong>Imbalanced Response Options<\/strong>: Make sure your response options cover the full range of possible opinions without bias.<\/li>\n<li><strong>Ignoring Cultural Differences<\/strong>: Be mindful of cultural variations in interpreting scale points. What is considered &#8220;neutral&#8221; in one culture might not be the same in another.<\/li>\n<\/ul>\n<h2 id=\"tb15\">Limitations of a Likert Scales<\/h2>\n<ul>\n<li><strong>Response Bias<\/strong>: Respondents may choose neutral or extreme options, skewing results.<\/li>\n<li><strong>Lack of Depth<\/strong>: It provides quantitative data but may miss the reasons behind the responses.<\/li>\n<li><strong>Cultural Differences<\/strong>: Interpretations of the scale can vary across cultures.<\/li>\n<li><strong>Central Tendency Bias<\/strong>: Some people avoid the extreme ends and prefer middle options.<\/li>\n<li><strong>Acquiescence Bias<\/strong>: Respondents may agree with statements regardless of their true feelings.<\/li>\n<li><strong>Limited Choices<\/strong>: Fixed options might not capture the full range of respondents&#8217; opinions.<\/li>\n<\/ul>\n<h2 id=\"tb16\">FAQs<\/h2>\n<h3>What is an example of a Likert scale test?<\/h3>\n<p>An example of a Likert scale test is a survey question that asks respondents to rate their agreement with statements using a scale, typically ranging from &#8220;strongly disagree&#8221; to &#8220;strongly agree.&#8221;<\/p>\n<h3>What is a good Likert scale example?<\/h3>\n<p>A good Likert scale example is a survey question that provides clear and concise statements, allowing respondents to express their level of agreement or disagreement on a scale, typically ranging from &#8220;strongly disagree&#8221; to &#8220;strongly agree.&#8221;<\/p>\n<p>Haven\u2019t you installed the ChartExpo yet? Try now<\/p>\n<div style=\"text-align: center;\"><a href=\"https:\/\/chartexpo.com\/utmAction\/MTArYmxvZytncytwcGMrNTk5Kw==\" target=\"_blank\" rel=\"noopener noreferrer nofollow\"><img decoding=\"async\" class=\"alignnone size-full wp-image-4345\" style=\"max-width: 70%;\" src=\"https:\/\/ppcexpo.com\/blog\/wp-content\/uploads\/2021\/11\/likert-scale-examples-button-7.webp\" alt=\"Likert Scale Examples\"><\/a><a href=\"https:\/\/chartexpo.com\/utmAction\/MTArYmxvZyt4bCtwcGMrNTk5Kw==\" target=\"_blank\" rel=\"noopener noreferrer nofollow\"><img decoding=\"async\" class=\"alignnone size-full wp-image-4345\" style=\"max-width: 70%;\" src=\"https:\/\/ppcexpo.com\/blog\/wp-content\/uploads\/2021\/11\/likert-scale-examples-button-8.webp\" alt=\"Likert Scale Examples\"><\/a><\/div>\n<h4 id=\"wrap-up\">Wrap Up<\/h4>\n<p>Likert scales are invaluable tools for capturing nuanced opinions and attitudes in a structured, quantifiable way. By understanding their strengths and weaknesses and following best practices for designing and analyzing Likert scale questions, you can gather meaningful data to inform business, healthcare, education, and beyond decisions.<\/p>\n<p>Whether you&#8217;re a researcher, marketer, or educator, mastering the use of Likert scales can significantly enhance your survey efforts. Start incorporating these tools into your surveys today and unlock deeper insights from your data.<\/p>\n<p>To save time, we recommend you try insightful and specialized survey charts, such as the Likert Scale. There are a ton of Likert Scale examples to get you started with survey data visualization in this blog. <em>Yes, you read that right. <\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p><p>Learn about Likert scales, their types, examples, advantages, and real-world applications. Master creating effective surveys with practical tips.<\/p>\n&nbsp;&nbsp;<a href=\"https:\/\/ppcexpo.com\/blog\/likert-scale-examples\"><\/a><\/p>","protected":false},"author":1,"featured_media":37476,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[886],"tags":[271],"_links":{"self":[{"href":"https:\/\/ppcexpo.com\/blog\/wp-json\/wp\/v2\/posts\/19494"}],"collection":[{"href":"https:\/\/ppcexpo.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ppcexpo.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ppcexpo.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ppcexpo.com\/blog\/wp-json\/wp\/v2\/comments?post=19494"}],"version-history":[{"count":20,"href":"https:\/\/ppcexpo.com\/blog\/wp-json\/wp\/v2\/posts\/19494\/revisions"}],"predecessor-version":[{"id":44805,"href":"https:\/\/ppcexpo.com\/blog\/wp-json\/wp\/v2\/posts\/19494\/revisions\/44805"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ppcexpo.com\/blog\/wp-json\/wp\/v2\/media\/37476"}],"wp:attachment":[{"href":"https:\/\/ppcexpo.com\/blog\/wp-json\/wp\/v2\/media?parent=19494"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ppcexpo.com\/blog\/wp-json\/wp\/v2\/categories?post=19494"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ppcexpo.com\/blog\/wp-json\/wp\/v2\/tags?post=19494"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}