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How to Detect Satisficing Behavior in Your Survey Data
Satisficing behavior in surveys refers to the tendency of respondents to select the most acceptable or satisfactory answers randomly rather than thinking through the answers before responding. It happens mostly when survey fatigue sets in and a survey is considered or perceived as too long or boring. So respondents skim questions, select random options, or…
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How To Create Google Form Surveys With Chatgpt + App Script
So many posts on the internet will tell you AI is here to make your life easier, or that you can do anything with AI. Well, they are not lies, but they are not entirely true. AI models like ChatGPT, Claude, or DeepSeek can perform complex tasks and help you simplify processes if you prompt…
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When to Use Likert Scales vs. Other Survey Question Types
The success of any survey doesn’t only depend on the questions you ask but also on how you ask them. How questions are presented can shape the quality of feedback you get or the data you want to get, so choosing the right question types really matters. Quick overview of how survey design impacts data…
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Types of Pedagogy: A Guide for Modern Educators
What Is Pedagogy and Why Does It Matter? It is a method and popular teaching practice involving the strategies, techniques, and approaches educators use to facilitate and deliver learning among students. It fully accounts for and focuses on the learners’ needs, abilities, and areas of interest. So, it’s not just about delivering information but about…
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What a Perceptual Map Reveals That Surveys Alone Can’t
Businesses often rely on surveys to understand how customers see their brands however numbers alone don’t always tell the full story this is where visual tools come into play. One of the most powerful visual tools is called the perceptual map. It is a simple but insightful way to see what your customers think at…
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How to Interpret Polling Results Like a Pro
Remember how most polls predicted Hillary Clinton would win the presidential elections in 2016, or how over 200,000 people supposedly preferred Coca-Cola’s “New Coke” to the original. Both cases proved disastrous because the polls failed to capture true public sentiment, leading to gross disappointment and huge losses. Polls help you understand what people think about…
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What Are Push Polls and Why Are They Controversial?
How do you persuade others to adopt your viewpoint? Throughout history, people have swayed friends, families, and even armies to champion causes. One tool for this is push polling—a tactic masquerading as research. Push polls, unlike traditional polls, don’t collect unbiased opinions, their actual goal is to persuade people to adopt a specific belief. Some…
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Misleading graphs In Surveys: What it is, Examples, Causes & Impact
Imagine scrolling through the internet and you see data depicted with a graph stating that 90% percent of adults love this new product. While the number and data seem impressive something feels awkward and you wonder if this is the truth or if is it just cleverly presented. Data visualization is the the ace card…
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Ultimate Guide To Creating A Student Motivation Survey Template
Every student knows how important it is to do well in school and have good grades but do all students get good grades? The answer is no. While poor study habits are a leading cause of student failure, lack of motivation is a close second. Also, poor study habits are often rooted in a lack…
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How To Sync Any Product Feedback Form with Productboard
About 90% of tech product launches fail, not because they lack brand recognition, but due to insufficient market research and understanding of customer needs. This is a tale as old as time- tech startups develop products their target audience doesn’t need. After months or even years of development and product teams working tirelessly, they cease…