FACTORS THAT AFFECT UNEMPLOYMENT RATE IN CANADA By: Nicole Abbiento & Heinrich LaMontange
This statistics project is designed in order to figure out what factors effect the unemployment rate in Canada as well as how influential these factors are toward the unemployment rate. We decided to choose this topic because we are both interested in pursuing business in our futures. Unemployment rate is a huge issue in Canada, especially after the recession in Currently, students coming out of a post secondary education are facing the worst job market in 35 years with only a 60 percent success rate. Also, amoung youth aged the unemployment rate rose to 14.8 percent in Canada. INTRODUCTION
What causes the unemployment rate to raise or decrease? What is the relationship between inflation and unemployment rate? What is the relationship between interest rates and unemployment? What is the relationship between GDP and unemployment? QUESTIONS TO BE ANSWERED
We predict the unemployment rate will… Increase with a rise in interest rates. Increase with a rise in inflation. Decrease with rise in GDP. HYPOTHESES
VariableManipulatedDiscrete or Continuous Qualitative or Quantitative Independent or Dependent Unemployment Rate (%) Yes, outliers were removed ContinuousQuantitativeDependent Interest Rate (%)Yes, outliers were removed ContinuousQuantitativeIndependent GDP (%)NoContinuousQuantitativeIndependent Inflation (%)Yes, outliers were removed ContinuousQuantitativeIndependent VARIABLES
UNEMPLOYMENT VS INTEREST RATES R = 0.41 Moderate Positive Correlation If the unemployment rate rose to 12% interest rates should be at 16.28% (extrapolation) Common-Cause Factor
UNEMPLOYMENT VS GDP R = 0.73 Strong Negative Correlation If the unemployment rate rose to 12% GDP should be at % (extrapolation) Common-Cause Factor
UNEMPLOYMENT VS INFLATION R = 0.49 Moderate Negative Correlation If the unemployment rate rose to 12% inflation should be at % (extrapolation) Common-Cause Factor
UNEMPLOYMENT RATE IN DIFFERENT COUNTRIES
STANDARD DEVIATION Canada: Standard Deviation: 0.91 Variance: 0.82 Q1: 6.3 Q2: 7.2 Q3: 7.6 IQR: 1.3 Outliers: No outliers Spain: Standard Deviation: 4.37 Variance: Q1: 9.2 Q2: 11.3 Q3: 16 IQR: 6.8 Outliers: No outliers Least consistent Switzerland: Standard Deviation: 0.66 Variance: 0.44 Q1: 2.6 Q2: 3.1 Q3: 3.7 IQR: 1.1 Outliers: No outliers Most consistent
MEASURES OF CENTRAL TENDENCY Mean: 2.18% Median: 5.8% Mode: 5.8%, 6.1%
MEASURES OF CENTRAL TENDENCY Mean: 2.32% Median: 2.46% Mode: No Mode
After completing this project we found that the unemployment rate… Increased with a rise in interest rates. Decreased with a rise in inflation. Decreased with rise in GDP. Two of our predictions were correct, the unemployment rate increased with a rise in interest rates and decreased with a rise in GDP. However, the unemployment rate also decreased with a rise in inflation which we did not expect. CONCLUSION
A bias could have arisen throughout this study due to the fact that the government needs to inflate the employment rate to make it seem like their monetary policy is working. The government doesn’t account for those on disability insurance or those that have given up on looking for a job in the workforce. If these people were accounted for, the unemployment rate would be a lot higher than it is. This could fall under a response bias because the government is manipulating the information to attain the result they want which is not a true reflection of actually unemployment rate. By making the unemployment rate look better than it actually is the government is creating false hope for the residents of Canada. BIAS
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