Data analysis of different variables in relation to the relationship between variable
Added on 2020-10-22
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DATA ANALYSIS
TABLE OF CONTENTSINTRODUCTION...........................................................................................................................1Hypothesis:..................................................................................................................................1Royal bank of Canada..................................................................................................................1National Bank of Canada.............................................................................................................3Bank of Montreal.........................................................................................................................6Canadian Imperial Bank of Commerce.......................................................................................9Bank of Nova Scotia..................................................................................................................12Canadian Western Bank............................................................................................................14Laurentian Bank of Canada.......................................................................................................17Toronto- dominion Bank...........................................................................................................20CONCLUSION..............................................................................................................................23REFERENCES..............................................................................................................................24
INTRODUCTIONIn this chapter of research project will be consist of various measurement which will be usedto analyse the relationship between variables. Thus, the impacts of CSR (Human rights) on thefinancial performance of Canadian Banks have been examined through regression analysis.Thus, this statistical analysis is being accurate to examine the relationship between two variables.There has been collection financial information of 8 Canadian Banks such as Return on Equity,Return on assets and their CSR rating.Hypothesis:There has been creation of hypothesis which will be used to analyse the data base andmaking effective study over the facts such as:Hypothesis 1Null Hypothesis: There is no mean significant relationship between return on equity,return on assets and CSR ratingAlternative Hypothesis: There is a mean significant relationship between return onequity, return on assets and CSR rating (Yoo and et.al., 2018)Royal bank of CanadaDescriptive StatisticsMeanStd. DeviationNRoyal bank of Canada CSR48.54385.364938Royal bank of Canada ROE17.47122.135918Royal bank of Canada ROA.9050.117478CorrelationsRoyal bank ofCanada CSRRoyal bank ofCanada ROERoyal bank ofCanada ROAPearson CorrelationRoyal bank of Canada CSR1.000.197.590Royal bank of Canada ROE.1971.000.906Royal bank of Canada ROA.590.9061.000Sig. (1-tailed)Royal bank of Canada CSR..320.062Royal bank of Canada ROE.320..001Royal bank of Canada ROA.062.001.NRoyal bank of Canada CSR8881
Royal bank of Canada ROE888Royal bank of Canada ROA888Model SummarybModelRRSquareAdjusted RSquareStd. Error ofthe EstimateChange StatisticsR SquareChangeFChangedf1df2Sig. FChange1.994a.989.984.67590.989218.01125.000a. Predictors: (Constant), Royal bank of Canada ROA, Royal bank of Canada ROEb. Dependent Variable: Royal bank of Canada CSRANOVAaModelSum of SquaresdfMean SquareFSig.1Regression199.193299.596218.011.000bResidual2.2845.457Total201.4777a. Dependent Variable: Royal bank of Canada CSRb. Predictors: (Constant), Royal bank of Canada ROA, Royal bank of Canada ROECoefficientsaModelUnstandardizedCoefficientsStandardizedCoefficientstSig.95.0% Confidence Intervalfor BBStd. ErrorBetaLowerBoundUpperBound1(Constant)36.3072.11117.202.00030.88141.732Royal bank of Canada ROE-4.753.283-1.892-16.801.000-5.480-4.025Royal bank of Canada ROA105.2705.1432.30520.468.00092.049118.491a. Dependent Variable: Royal bank of Canada CSRCharts2
Interpretation: On the basis of analysing the impacts of ROA and ROE on the CSR ratingon Royal bank of Canada where regression analysis has been conducted by the researcher. Thus,the outcomes reflected R value as 0.994 which states the data is 99.4% relevant to each other.Similarly, in relation with analysing the significant value of the data set which determinesoutcomes lower than p value of 0.05, therefore, there will be acceptance to the alternativehypothesis such as, there is a mean significant relationship between return on equity, return onassets and CSR ratingNational Bank of Canada3
RegressionDescriptive StatisticsMeanStd. DeviationNNational bank of canada CSR10.63753.555298National bank of canada ROE18.27253.719438National bank of canada ROA.7725.112228CorrelationsNational bank ofcanada CSRNational bank ofcanada ROENational bank ofcanada ROAPearson CorrelationNational bank of canada CSR1.000.996.940National bank of canada ROE.9961.000.916National bank of canada ROA.940.9161.000Sig. (1-tailed)National bank of canada CSR..000.000National bank of canada ROE.000..001National bank of canada ROA.000.001.NNational bank of canada CSR888National bank of canada ROE888National bank of canada ROA888Model SummarybModelRRSquareAdjusted RSquareStd. Error ofthe EstimateChange StatisticsR SquareChangeFChangedf1df2Sig. FChange1.999a.997.996.21462.997957.94925.000a. Predictors: (Constant), National bank of canada ROA, National bank of canada ROEb. Dependent Variable: National bank of canada CSRANOVAaModelSum of SquaresdfMean SquareFSig.1Regression88.250244.125957.949.000bResidual.2305.0464
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