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Q1: \u201cWhat do you think of our awesome design team?\u201d<\/span><\/p>\n Q2: \u201cHave you quit smoking?\u201d<\/span><\/p>\n Imagine asking the above questions in a market research survey<\/a>. Can we expect to collect honest and reliable responses from our target audience?<\/span> Supposedly, a reluctant Yes, No, Yes\u2026..<\/b><\/p>\n The above survey questions<\/a> fall in the category of <\/span>leading questions<\/span> and <\/span>loaded questions<\/span>. Usually, these biased survey questions compel the survey respondents<\/a> to answer in a particular way on the basis of assumptions, fear factor, admission of guilt, and more.<\/span><\/p>\n Firstly, Q1 leads the survey respondent to give a positive answer with the use of the adjective \u201cawesome\u201d. A bias is being created in their minds that the design team is good and worthy of a positive survey rating.<\/span><\/p>\n Secondly, if the answer to the Q2 is \u201cYes\u201d, it is assumed that the respondents had a past experience of smoking (even if they hadn\u2019t ever smoked in reality). And, no one would be keen to answer \u201cNo\u201d, which is an admission of having consumed alcohol in the past.<\/span><\/p>\n Hence, you need to be careful and <\/span>avoid leading and loaded questions<\/span> to collect reliable and accurate survey responses. In this blog, let\u2019s understand the concept of leading and loaded questions in depth.<\/span><\/p>\n Source:\u00a0Climate Science: Roger Pielke Sr.<\/span><\/p>\n A biased survey is mostly subjective and induces your survey respondents to answer in a particular way. The primary reasons for a biased survey are:<\/span><\/p>\n A biased survey collects insufficient and inaccurate data from your survey respondents. Further, the <\/span>confusing nature of questions leads to high drop out rates amongst them.<\/b><\/p>\n In the next section, let\u2019s understand a common type of biased survey questions: Loading and leading questions.<\/span><\/p>\n Read more:\u00a0Effective Ways to Improve Your Survey Response Rate<\/a><\/p>\n Leading and loaded questions in a survey are biased questions that aim to elicit responses in a predetermined and desired manner from your survey respondents.<\/span><\/p>\n A leading question is framed so that it tries to guide your survey respondents to answer in an assumptive manner. This could be to obtain favorable feedback from the respondents for your organization’s larger benefit. It takes the form of biased phrases in the questions, bringing in assumptions, using future consequences, etc.<\/span><\/p>\n On the other hand, a loaded question addresses an unfamiliar topic to the survey respondent or taps on their larger fear and guilt. In most cases, they are uncomfortable answering the question but are forced to do so.<\/span><\/p>\n Next, let\u2019s understand the basic characteristics of leading and loaded questions in the next section.<\/span><\/p>\n Leading and loaded questions rest on factors like assumption, coerciveness, confusing phrasing, etc., to distract the respondents and extract favorable responses.<\/span><\/p>\n Now, let us understand the concept of leading-loaded questions with <\/span>leading questions examples<\/span> and <\/span>loaded questions examples.<\/span><\/p>\n Leading and loaded questions take different forms, like biased wordings, multiple phrases in a single sentence, and so on. Let’s look at some examples.<\/span><\/p>\n Examples of Leading Questions<\/b><\/p>\n (a) \u201cWhat do you feel about our excellent customer service?\u201d<\/span><\/p>\n Here, the word “excellent” creates a bias in your survey respondents’ mind that your customer service<\/a> is excellent. This could result in a favorable response towards your organization.<\/span><\/p>\n (b)\u00a0\u201cDid you enjoy the amazing airline experience with us today? How do you rate us on our service?\u201d<\/span><\/p>\n By putting forward this<\/span> leading question<\/span>, you are promoting the survey respondents to give a high rating. By just seeing the term “amazing,” the survey respondent ends up giving a higher rating to the airline experience, irrespective of the actual experience.<\/span><\/p>\n (c)\u00a0\u201cYou enjoyed using our new product, didn\u2019t you?\u201d<\/span><\/p>\n The word \u201cdidn\u2019t you\u201d creates a level of confusion in the minds of your respondents. Most likely, they are forced to give a positive response.<\/span><\/p>\n Read more: <\/span>20 Tips to Improve Customer Service Easily<\/span><\/a><\/p>\n Examples of Loaded Questions<\/b><\/p>\n (a)\u00a0\u201cWhat do you love about horse-riding?\u201d<\/span><\/p>\n In this question, your survey respondent could feel confused because they might have never liked horse-riding. Further, they would be forced to answer the question to sound courteous.<\/span><\/p>\n (b)\u00a0\u201cHave you stopped smoking?\u201d<\/span><\/p>\n Here, the question tries to trick your respondent into answering a yes or no, both of which put them in a spot of guilt. If they answer ‘yes,’ it indicates that they have smoked before. If they respond ‘no,’ it means that they are indulging in something socially undesirable.<\/span><\/p>\n (c)\u00a0\u201cHave you started loving pets?\u201d<\/span><\/p>\n In this loaded question, if your surveyee answers ‘yes’, there is a portrayal of guilt that they did not love pets before. If the answer is ‘no,’ it sounds socially unacceptable to not love pets.<\/span><\/p>\n Related\u00a0read:\u00a0How to Write Good Customer Survey Questions\u00a0<\/a><\/span><\/p>\n With enough leading and <\/span>loaded survey questions<\/span> in your kitty, let\u2019s have a clear understanding of the types of leading and<\/span> loading questions<\/span> in the next section.<\/span><\/p>\n Leading and loaded questions vary in the form of word usage, assumption, consequences, multiple statements, and so on.<\/span><\/p>\n 1.\u00a0<\/strong>Questions Based on Assumptions:<\/b> Here, it is assumed that the survey respondent can be moulded to give a particular response. Even if the respondent does not agree with the question, the phrasing is such that they are forced to agree with the assumption.<\/span><\/p>\n For example, consider the question, \u201cWhat was your experience attending the amazing conference?\u201d<\/span><\/p>\n In this biased survey question, you are assuming that the survey respondent enjoyed the conference. Even though they did not enjoy the conference, they are forced to answer in the affirmative.<\/span><\/p>\n 2.\u00a0<\/strong>Questions with Biased Words:<\/b> Biased words like isn’t it, wasn’t it, does it, don’t it, and so on prompt your survey respondents to answer favorably. Even if they are in a confused state of mind, they finally end up answering the question.<\/span><\/p>\n Leading questions samples <\/span>and <\/span>loaded questions samples<\/span>:<\/span><\/p>\n 3.\u00a0<\/strong>Consequence Based Questions:<\/b> Here, you ask the survey respondents to comment on a future action and consequence. For example, consider the question, “We hope you liked our new product feature, what is your view on launching another product feature in the next two months?”<\/span><\/p>\n 4.\u00a0<\/strong>Multiple Statement Questions: <\/b>Using multiple and interlinked statements can confuse your survey participants. They can even detract from their original viewpoint by complying with the group mentality.<\/span><\/p>\n For example, “Work from home is well accepted by the majority of the workers, what is your view on this?”. Here, you are already stating that everyone well accepts work from home. Even if the respondent disagrees with the statement, they tend to go with the majority.<\/span><\/p>\n The <\/span>leading vs. loaded questions<\/span> debate is an important topic that we shall address in the next section.<\/span><\/p>\n What is the <\/span>difference between leading and loaded questions?<\/span> There is a subtle difference between the two. Both loaded and leading questions come under the category of biased survey questions. While leading questions trick or confuse your survey participants to answer in a particular way, loaded questions try to play around with your respondent’s fear or insecurity. <\/span><\/p>\n While answering a leading question, your respondent is most likely to be familiar with the situation. Whereas, in a loading question scenario, your surveyee could be unfamiliar with the situation and could be placed in a situation of guilt or fear.<\/span><\/p>\n Now that you have understood the <\/span>difference between leading and loaded questions <\/span>let\u2019s explore some ways to <\/span>avoid leading and loaded questions<\/span>.<\/span><\/p>\n Leading and loaded questions can be easily screened out of your survey with careful research, planning and use of a reliable survey tool<\/a> like <\/span>ProProfs Survey Maker<\/span>. Let\u2019s understand some of these techniques in detail.<\/span><\/p>\n Read more: <\/span>How to Use Skip Logic to Increase Survey Completion Rates<\/span><\/a><\/p>\n Leading and loaded questions confuse your survey respondents to answer in a biased and favorable way. Biased responses reduce the effectiveness of your entire survey process. These questions take the form of assumptions, fear factor, confusing phrases, and so on.<\/span><\/p>\n Preventing leading and loaded questions increases the likelihood of reliable data collection. When your survey respondents are clear about the survey question, they seldom drop out of the survey, thereby increasing the survey response rates. Ensure that you conduct an external review to spot the confusing questions. Also, avoid technical jargon and make use of skip logic for a focused screening of survey questions<\/a>.<\/span><\/p>\n<\/span>What is a Biased Survey?<\/strong><\/span><\/h2>\n
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\n<\/span>Definition of Leading and Loaded Questions<\/strong><\/span><\/h2>\n
<\/span>Characteristics of Leading and Loaded Questions<\/strong><\/span><\/h2>\n
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<\/span>Examples of Leading and Loaded Questions<\/strong><\/span><\/h2>\n
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\n<\/span>Types of Leading and Loaded Questions<\/strong><\/span><\/h2>\n
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<\/span>Loaded Question vs. Leading Question<\/strong><\/span><\/h2>\n
<\/span>How to Avoid Leading and Loaded Questions<\/strong><\/span><\/h2>\n
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\n<\/span>Eliminate Leading and Loading Questions to Energize Your Survey<\/strong><\/span><\/h2>\n