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What is Questionable Research Practices?
Grade Level:
Class 6
AI/ML, Data Science, Research, Journalism, Law, any domain requiring critical thinking
Definition
What is it?
Questionable Research Practices (QRP) are actions taken during research that are not strictly wrong or illegal, but they can make the results seem better or different than they truly are. These practices can mislead people and make them believe false information.
Simple Example
Quick Example
Imagine a cricket coach wants to show his team is very good. He only tells you about the matches they won easily and hides the matches they lost badly. This is like a QRP because he's not giving you the full, honest picture of his team's performance.
Worked Example
Step-by-Step
Let's say a company tests a new 'super energy drink'. They want to show it makes students score higher marks.
1. They give 100 students the drink and 100 students a regular juice.
2. After the test, they find 5 students who drank the 'super energy drink' got very high marks, and 5 students who drank regular juice got very low marks.
3. Instead of looking at ALL 200 students' marks, the company only talks about the 5 high-scoring 'super drink' students and ignores all others, especially the low scores.
4. They then claim, 'Our drink helps students score much higher!'
This is a QRP because they only picked the data that supported their claim and ignored the rest. The real average marks might not have changed much.
Why It Matters
Understanding QRP is super important for anyone working with information, like journalists, scientists, or even app developers. It helps you spot when someone might be trying to trick you with data, ensuring you make fair decisions and develop trustworthy solutions for real-world problems.
Common Mistakes
MISTAKE: Thinking QRP means someone is directly lying or cheating. | CORRECTION: QRP is often about 'bending the rules' or presenting data in a biased way, not always outright fraud. It's subtle but still harmful.
MISTAKE: Believing that if the research isn't illegal, it must be okay. | CORRECTION: QRP might not be against the law, but it's against good ethical practice and can lead to wrong conclusions.
MISTAKE: Only looking for QRP in big science experiments. | CORRECTION: QRP can happen in everyday situations too, like when someone selectively shares information to convince you of something, even in school projects or local surveys.
Practice Questions
Try It Yourself
QUESTION: A snack company tests a new chip flavour. They ask 50 people if they like it. Only 10 people say 'yes', but the company only publishes the reviews of those 10 people, saying '100% of our featured tasters loved it!' Is this a QRP? | ANSWER: Yes, because they only showed positive reviews and hid the majority who didn't like it, creating a misleading impression.
QUESTION: A student is doing a project on 'How many hours students spend on homework'. They survey 20 friends, but only include the data from the 5 friends who spend the most time, ignoring the others. What kind of QRP is this? | ANSWER: This is 'selective reporting' or 'cherry-picking data', where only specific data that supports a desired outcome is shown.
QUESTION: A news channel wants to show that a certain political party is very popular. They conduct a poll but only ask people in areas known to support that party. They then announce, 'Our survey shows 80% support for Party X!' Is this a QRP? Explain why. | ANSWER: Yes, this is a QRP. They are using 'biased sampling' – choosing only a specific group of people who are likely to agree with their desired outcome, instead of getting a fair representation from all areas. This makes the results seem much higher than they might be in reality.
MCQ
Quick Quiz
Which of these is the best example of a Questionable Research Practice?
A scientist accidentally writes down a wrong number in their notes.
A company only publishes the positive feedback for its new product and ignores the negative feedback.
A student copies answers from a friend during an exam.
A doctor gives the wrong medicine to a patient by mistake.
The Correct Answer Is:
B
Option B is a QRP because it involves selectively presenting data to make a product look better, misleading the public. Options A, C, and D are mistakes or cheating, but not specifically QRPs in the context of research data presentation.
Real World Connection
In the Real World
In India, when you see advertisements for fairness creams or health drinks, sometimes they show 'before and after' pictures or statistics. If they only show the best results and hide all the average or bad ones, that's a QRP. It's important to be critical when you see such claims, especially on social media or in news reports, to understand the full picture.
Key Vocabulary
Key Terms
BIAS: A tendency to lean in a certain direction, often unfairly | ETHICS: Moral principles that govern a person's behaviour or the conducting of an activity | MISLEADING: Giving the wrong idea or impression | DATA: Facts and statistics collected together for reference or analysis | SELECTIVE REPORTING: Choosing to publish only certain results and ignoring others
What's Next
What to Learn Next
Next, you can learn about 'Critical Thinking' and 'Evaluating Sources'. Understanding QRP helps you think critically about information you receive, and these new concepts will teach you how to check if information is reliable and trustworthy.
