In this video, we dive into the world of correlation and explore why it's important to understand the difference between correlation and causation. You may have heard the phrase "correlation doesn't equal causation" before, but what exactly does that mean? We'll be exploring the basic qualities of correlation, including how to interpret correlation strength and direction, and why correlation is an important relationship test in research. But it's also important to recognize that a correlation relationship does not necessarily imply a causal relationship. We'll delve into some common examples of correlation vs causation and discuss why it's crucial to be cautious when interpreting the results of a correlation analysis. By the end of this video, you'll have a solid understanding of correlation and its limitations, and be better equipped to conduct your own research with confidence. So let's get started! #CorrelationAnalysis #CorrelationCoefficient #RelationshipAnalysis #StatisticalCorrelation #CorrelationResearch #CorrelationMethods #QuantitativeAnalysis #ResearchMethods #CorrelationPatterns #CorrelationStrength #DataRelationships #CorrelationAnalysisTips #CorrelationInResearch #StatisticalMethods #QuantitativeResearch #correlationisnotcausation #statisticalrelationshiptesting #correlationtesting Music by epidemic sound. All rights reserved Pamela Kreiser Timestamps: 00:00 Correlation Introduction 00:55 What is Correlation? 01:24 Positive Correlation 01:46 Negative Correlation 02:17 No Correlation 02:51 Interpreting Correlation using Strength and Direction 03:03 Determining Strength of a Correlation using the number 03:32 Determining the Direction of a Correlation 03:58 Scatterplot of Positive Correlation 04:48 Scatterplot of Negative Correlation 05:44 Scatterplot of Data with No Significant Correlation 05:58 Correlation Does Not Equal Causation

Test Your Knowledge! 8 Practice questions for distinguishing Reliability vs. Validity. #Reliability #Validity #ResearchMethods #ResearchValidity #ResearchReliability #MeasurementReliability #ResearchAccuracy #ValidityTesting #ReliabilityAnalysis #DataValidation #ResearchStandards #MeasurementValidity #ReliabilityTesting #reliabilityvsvalidity #validityvsreliability Music by epidemic sound. All rights reserved Pamela Kreiser Timestamps: 00:00 Quiz Me #1 – What’s the Difference Between Reliability vs. Validity 00:26 Practice Question #2 00:46 Practice Question #3 01:06 Practice Question #4 01:27 Practice Question #5 01:47 Practice Question #6 02:07 Practice Question #7 02:28 Practice Question #8

Test Your Knowledge! 8 Practice questions for distinguishing Type 1 (False Positive) vs. Type 2 (False Negative) Error. Music by epidemic sound. All rights reserved Pamela Kreiser Timestamps: 00:00 Quiz Me #1 – What’s the Difference Between Type 1 and Type 2 Error? 00:26 Practice Question #2 00:46 Practice Question #3 01:06 Practice Question #4 01:27 Practice Question #5 01:47 Practice Question #6 02:07 Practice Question #7 02:28 Practice Question #8

Test Your Knowledge! In this video we will test your knowledge on how to distinguish between NOMINAL, ORDINAL, INTERVAL, and RATIO LEVELS OF MEASUREMENT. Whether you’re a student, researcher, or simply interested in the topic, this video will challenge you with 10 practice questions to help you better understand the key differences. So get ready to test your knowledge and take your research skills to the next level! #LevelsOfMeasurement #Nominal #Ordinal #IntervalScale #RatioScale #DataMeasurement #QuantitativeAnalysis #ResearchMethods #Nominaldata #Ordinaldata #Intervaldata #Ratiodata #StatisticalVariables #MeasurementLevels #DataClassification #DataAnalysis #QuantitativeResearch #StatisticalAnalysis Music by epidemic sound. All rights reserved Pamela Kreiser. Timestamps: 00:00 Quiz Me #3 – What’s the Level of Measurement? 00:26 Practice Question #2 00:46 Practice Question #3 01:06 Practice Question #4 01:27 Practice Question #5 01:47 Practice Question #6 02:07 Practice Question #7 02:28 Practice Question #8 02:48 Practice Question #9 03:09 Practice Question #10

Ready to put it all together? Test Your Knowledge with 20 Practice Questions! Test your ability to identify the IV vs. DV and Hypothesis vs. Research Questions. Test your understanding of Difference Testing and Relationship Testing. Test your understanding of What Quantitative Test to Use for Analysis! Music by Epidemic Sound. All rights reserved Pamela Kreiser Timestamps: 00:00 Difference Testing or Relationship Testing? 00:27 What is the Independent Variable? 00:46 What is the Dependent Variable? 01:06 Hypothesis or Research Question? 01:27 What Test Should Be Used? 01:47 Difference Testing or Relationship Testing? 02:09 Hypothesis or Research Question? 02:29 What Test Should Be Used? 02:49 Difference Testing or Relationship Testing? 03:10 What is the Independent Variable? 03:29 What is the Dependent Variable? 03:49 Hypothesis or Research Question? 04:09 What Test Should Be Used? 04:30 Difference Testing or Relationship Testing? 04:49 Hypothesis or Research Question? 05:11 What Test Should Be Used? 05:30 What is the Independent Variable? 05:50 What is the Dependent Variable? 06:11 Hypothesis or Research Question? 06:29 What Test Should Be Used? 06:49 Ready for More?

Test Your Knowledge! In this video we will test your knowledge on how to distinguish between NOMINAL, ORDINAL, INTERVAL, and RATIO LEVELS OF MEASUREMENT. Whether you’re a student, researcher, or simply interested in the topic, this video will challenge you with 10 practice questions to help you better understand the key differences. So get ready to test your knowledge and take your research skills to the next level! #LevelsOfMeasurement #Nominal #Ordinal #IntervalScale #RatioScale #DataMeasurement #QuantitativeAnalysis #ResearchMethods #Nominaldata #Ordinaldata #Intervaldata #Ratiodata #StatisticalVariables #MeasurementLevels #DataClassification #DataAnalysis #QuantitativeResearch #StatisticalAnalysis Music by epidemic sound. All rights reserved Pamela Kreiser. Timestamps: 00:00 Quiz Me #3 – What’s the Level of Measurement? 00:26 Practice Question #2 00:46 Practice Question #3 01:06 Practice Question #4 01:27 Practice Question #5 01:47 Practice Question #6 02:07 Practice Question #7 02:28 Practice Question #8 02:48 Practice Question #9 03:09 Practice Question #10

What’s the difference between descriptive vs. inferential statistics? Have you been wondering? In this video, we help you understand the difference between these two statistics, what methods are used, and what conclusions you can make from each technique. This video helps you understand the basics in under 4 minutes! Music by epidemic sound All rights reserved Pamela Kreiser Timestamps: 00:00 Introduction 00:42 Descriptive Statistics 01:02 Inferential Statistics 01:26 Example of Descriptive Data Collection 02:09 Example of Inferential Data Collection 03:09 Summary

Test Your Knowledge! 8 Practice questions for distinguishing Reliability vs. Validity. #Reliability #Validity #ResearchMethods #ResearchValidity #ResearchReliability #MeasurementReliability #ResearchAccuracy #ValidityTesting #ReliabilityAnalysis #DataValidation #ResearchStandards #MeasurementValidity #ReliabilityTesting #reliabilityvsvalidity #validityvsreliability Music by epidemic sound. All rights reserved Pamela Kreiser Timestamps: 00:00 Quiz Me #1 – What’s the Difference Between Reliability vs. Validity? 00:26 Practice Question #2 00:46 Practice Question #3 01:06 Practice Question #4 01:27 Practice Question #5 01:47 Practice Question #6 02:07 Practice Question #7 02:28 Practice Question #8

Test Your Knowledge! In this video we will test your knowledge on how to distinguish between NOMINAL, ORDINAL, INTERVAL, and RATIO LEVELS OF MEASUREMENT. Whether you’re a student, researcher, or simply interested in the topic, this video will challenge you with 10 practice questions to help you better understand the key differences. So get ready to test your knowledge and take your research skills to the next level! #LevelsOfMeasurement #Nominal #Ordinal #IntervalScale #RatioScale #DataMeasurement #QuantitativeAnalysis #ResearchMethods #Nominaldata #Ordinaldata #Intervaldata #Ratiodata #StatisticalVariables #MeasurementLevels #DataClassification #DataAnalysis #QuantitativeResearch #StatisticalAnalysis Music by epidemic sound. All rights reserved Pamela Kreiser. Timestamps: 00:00 Quiz Me #1 – What’s the Level of Measurement? 00:26 Practice Question #2 00:46 Practice Question #3 01:06 Practice Question #4 01:27 Practice Question #5 01:47 Practice Question #6 02:07 Practice Question #7 02:28 Practice Question #8 02:48 Practice Question #9 03:09 Practice Question #10