interpret this SPSS output of a multiple regression analysis result? DV-  To what extent the product safety incident have changed your perceptions of the involved brand(s) IV'S- Trustworthy , Reliability ,  I don’t know how good the company’s products will be before I buy it. , Preventability

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
icon
Related questions
Question

Please help interpret this SPSS output of a multiple regression analysis result?

DV-  To what extent the product safety incident have changed your perceptions of the involved brand(s)

IV'S- Trustworthy , Reliability ,  I don’t know how good the company’s products will be before I buy it. , Preventability

the company's products
will be before buy it
Descriptive Statistics
Reliability
.000
.000
.255
Std.
To what extent has the
123
123
123
Mean
Deviation
product safety incident
changed perceptions of
To what extent has the
-4634
1.28862
123
product safety incident
changed perceptions of
the brand
Trustworthy
123
123
123
the brand
Preventable
123
123
123
Trustworthy
3.4634
.88977
123
I don't know how good
the company's products
will be before I buy it
123
123
123
Preventable
2.3089
1.97580
123
I don't know how good
the company's products
will be before I buy it
3.9431
1.59045
123
Reliability
123
123
123
Reliability
3.5691
.92401
123
Correlations
I don't know
how good the
company's
products will
be before I
Correlations
To what extent
has the
product safety
incident
buy it
Reliability
changed
perceptions of Trustworth Preventabl
Pearson
To what extent has the
-.353
.533
product safety incident
changed perceptions of
Correlation
the brand
e
Pearson
To what extent has the
1.000
.561
.108
the brand
product safety incident
changed perceptions of
Correlation
Trustworthy
-.369
.823
Preventable
.037
.060
the brand
I don't know how good
the company's products
will be before I buy it
1.000
-.402
Trustworthy
.561
1.000
.132
Preventable
.108
.132
1.000
I don't know how good
the company's products
will be before I buy it
-.353
-.369
.037
Reliability
-402
1.000
Sig. (1-tailed)
To what extent has the
<.001
<.001
product safety incident
changed perceptions of
Reliability
.533
.823
.060
Sig. (1-tailed)
To what extent has the
<.001
.117
the brand
product safety incident
changed perceptions of
Trustworthy
.000
.000
Preventable
.342
.255
the brand
I don't know how good
the company's products
will be before I buy it
.000
Trustworthy
.000
.072
Preventable
.117
.072
I don't know how good
.000
.000
.342
Reliability
.000
Transcribed Image Text:the company's products will be before buy it Descriptive Statistics Reliability .000 .000 .255 Std. To what extent has the 123 123 123 Mean Deviation product safety incident changed perceptions of To what extent has the -4634 1.28862 123 product safety incident changed perceptions of the brand Trustworthy 123 123 123 the brand Preventable 123 123 123 Trustworthy 3.4634 .88977 123 I don't know how good the company's products will be before I buy it 123 123 123 Preventable 2.3089 1.97580 123 I don't know how good the company's products will be before I buy it 3.9431 1.59045 123 Reliability 123 123 123 Reliability 3.5691 .92401 123 Correlations I don't know how good the company's products will be before I Correlations To what extent has the product safety incident buy it Reliability changed perceptions of Trustworth Preventabl Pearson To what extent has the -.353 .533 product safety incident changed perceptions of Correlation the brand e Pearson To what extent has the 1.000 .561 .108 the brand product safety incident changed perceptions of Correlation Trustworthy -.369 .823 Preventable .037 .060 the brand I don't know how good the company's products will be before I buy it 1.000 -.402 Trustworthy .561 1.000 .132 Preventable .108 .132 1.000 I don't know how good the company's products will be before I buy it -.353 -.369 .037 Reliability -402 1.000 Sig. (1-tailed) To what extent has the <.001 <.001 product safety incident changed perceptions of Reliability .533 .823 .060 Sig. (1-tailed) To what extent has the <.001 .117 the brand product safety incident changed perceptions of Trustworthy .000 .000 Preventable .342 .255 the brand I don't know how good the company's products will be before I buy it .000 Trustworthy .000 .072 Preventable .117 .072 I don't know how good .000 .000 .342 Reliability .000
To what extent has the
123
123
ANOVA:
product safety incident
changed perceptions of
Sum of
Mean
Model
Squares
df
Square
F
Sig.
the brand
1
Regression
71.278
4
17.820
16.014
<.001
Trustworthy
123
123
Residual
131.307
118
1.113
Preventable
123
123
Total
202.585
122
I don't know how good
the company's products
will be before buy it
123
123
a. Dependent Variable: To what extent has the product safety incident changed
perceptions of the brand
Reliability
123
123
b. Predictors: (Constant), Reliability, Preventable, I don't know how good the
company's products will be before I buy it, Trustworthy
Variables Entered/Removed-
Variables
Variables
Model
Entered
Removed
Method
Coefficients
Reliability,
Preventable, I
don't know
1
Enter
Unstandardized
Standardized
Coefficients
Coefficients
Std. Error
Beta
Sig.
<.001
Model
how good the
company's
products will
be before I
1
(Constant)
-2.704
.589
-4.594
Trustworthy
.499
.192
.345
2.602
.010
Preventable
.037
.049
.057
.760
.449
I don't know how good
the company's products
will be before buy it
-1.889
buy it,
Trustworthy
-125
.066
-.154
.061
a. Dependent Variable: To what extent has the
product safety incident changed perceptions of
Reliability
.257
.186
.184
1.384
.169
a. Dependent Variable: To what extent has the product safety incident changed perceptions of
the brand
the brand
b. All requested variables entered.
Model Summary
Adjusted R
Square
Std. Error of
Model
R
R Square
the Estimate
1
.593
.352
.330
1.05488
a. Predictors: (Constant), Reliability, Preventable, I don't
know how good the company's products will be before I buy
it, Trustworthy
Transcribed Image Text:To what extent has the 123 123 ANOVA: product safety incident changed perceptions of Sum of Mean Model Squares df Square F Sig. the brand 1 Regression 71.278 4 17.820 16.014 <.001 Trustworthy 123 123 Residual 131.307 118 1.113 Preventable 123 123 Total 202.585 122 I don't know how good the company's products will be before buy it 123 123 a. Dependent Variable: To what extent has the product safety incident changed perceptions of the brand Reliability 123 123 b. Predictors: (Constant), Reliability, Preventable, I don't know how good the company's products will be before I buy it, Trustworthy Variables Entered/Removed- Variables Variables Model Entered Removed Method Coefficients Reliability, Preventable, I don't know 1 Enter Unstandardized Standardized Coefficients Coefficients Std. Error Beta Sig. <.001 Model how good the company's products will be before I 1 (Constant) -2.704 .589 -4.594 Trustworthy .499 .192 .345 2.602 .010 Preventable .037 .049 .057 .760 .449 I don't know how good the company's products will be before buy it -1.889 buy it, Trustworthy -125 .066 -.154 .061 a. Dependent Variable: To what extent has the product safety incident changed perceptions of Reliability .257 .186 .184 1.384 .169 a. Dependent Variable: To what extent has the product safety incident changed perceptions of the brand the brand b. All requested variables entered. Model Summary Adjusted R Square Std. Error of Model R R Square the Estimate 1 .593 .352 .330 1.05488 a. Predictors: (Constant), Reliability, Preventable, I don't know how good the company's products will be before I buy it, Trustworthy
Expert Solution
steps

Step by step

Solved in 2 steps

Blurred answer
Similar questions
  • SEE MORE QUESTIONS
Recommended textbooks for you
MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
Statistics
ISBN:
9781119256830
Author:
Amos Gilat
Publisher:
John Wiley & Sons Inc
Probability and Statistics for Engineering and th…
Probability and Statistics for Engineering and th…
Statistics
ISBN:
9781305251809
Author:
Jay L. Devore
Publisher:
Cengage Learning
Statistics for The Behavioral Sciences (MindTap C…
Statistics for The Behavioral Sciences (MindTap C…
Statistics
ISBN:
9781305504912
Author:
Frederick J Gravetter, Larry B. Wallnau
Publisher:
Cengage Learning
Elementary Statistics: Picturing the World (7th E…
Elementary Statistics: Picturing the World (7th E…
Statistics
ISBN:
9780134683416
Author:
Ron Larson, Betsy Farber
Publisher:
PEARSON
The Basic Practice of Statistics
The Basic Practice of Statistics
Statistics
ISBN:
9781319042578
Author:
David S. Moore, William I. Notz, Michael A. Fligner
Publisher:
W. H. Freeman
Introduction to the Practice of Statistics
Introduction to the Practice of Statistics
Statistics
ISBN:
9781319013387
Author:
David S. Moore, George P. McCabe, Bruce A. Craig
Publisher:
W. H. Freeman