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CQC7049 STATISTICAL ANALYSIS
GROUP 4
(Occurrence 2)
Name ID
Nathanael Looi Wei Chien S2116839
Wai Chuan Lim S2120692
Shangetha Vadille S2157406
Danial Chee Yan Hui S2042414
Shasha Pei S2176298
CONTENT
• Introduction
01
• Problem Statement
• Research Objectives
• Research Questions
• Research Methodology
02
• Literature Review
03
• Findings
04
• Outcome
05
Introduction
PART I
Introduction:
Brand Trust and Brand Loyalty in Mall Shoppers
Research Findings
How Emotional Attachment
Influences Brand Trust And Loyalty
In Young, Brand-conscious
Shoppers
Atulkar, S. (2020). Brand Trust and brand
loyalty in Mall Shoppers. Marketing
Intelligence & Planning, 38(5), 559–
572. https://doi.org/10.1108/mip-02-2019-
0095
Madhya Pradesh, India
Significance Of Emotional Factors
(Perceived Quality, Value,
Satisfaction, Differentiation) In
Building Brand Loyalty
Direct Correlation Observed Between
Brand Trust And Loyalty
Limitations
Study Limitations:
Limited to shopping mall customers.
Specific geographic and demographic
characteristics.
Results are not generalizable beyond these
parameters.
Implications For Future Research:
Need to explore a broader range of emotional
attachment antecedents.
Consider different customer segments.
Include diverse retail environments.
Problem Statement
&
Research Objectives / Questions / Methodology
PART 2
Problem Statement
1. Mall brands are unable to develop strategies that are in line with the varied preferences and
expectations of consumers in malls since they do not have a thorough understanding of the
elements that contribute to the development of trust and, subsequently, loyalty.
2. A lack of knowledge about how brand loyalty and trust function in the malls setting prevents
marketers from creating tactics that are long-lasting brand relationships.
3. A gap exists in understanding the role of experiential factors in building brand trust and loyalty
among mall shoppers, impeding brands from creating memorable and positive shopping
experiences that foster sustained customer loyalty.
Research Objectives & Questions
Research Objectives Research Questions
Influence of income between
brand trust & brand loyalty
Relationship between
emotional attachment
antecedents and brand trust
in mall shoppers.
Relationship between
emotional attachment
antecedents and brand
loyalty in mall shoppers
Moderating effect of income
between emotional
attachment antecedents with
brand trust & brand loyalty
1 2
3 4
Does income factor affect the relationship between brand
trust and brand loyalty?
What is the relationship between emotional attachment
antecedents and brand trust in mall shoppers?
What is the relationship between emotional attachment
antecedents and brand loyalty in mall shoppers?
Does income factor influence the relationship between
emotional attachment antecedents with brand trust and
brand loyalty?
2
3
4
1
Research Methodology
Research Design Measurement Instrument Sample Design & Data Collection
• IBM SPSS Statistics
• Structural Equation Modelling
(SEM) technique - SmartPLS 2.0
• 21 research items
• Questionnaire (5-point Likert
scale)
• 202 mall shoppers' data from the
age group between 18 - 40 years
• Highly brand-conscious and
willing to purchase branded
products shoppers
4
3
4
4
3
3
Proposed Research
Framework
Literature Review
PART 3
Literature Review
Factors Explanation
Emotional Attachment
Central to brand loyalty, resilient against short-term incentives(Oliver, 1999) (Pappu &
Quester, 2016)
Perceived Quality Affects loyalty and trust, tied to consumer status (Lai et al., 2009) (Atulkar & Kesari, 2014)
Perceived Value Balances utility against cost, contributing to brand trust (Oliver, 1999) (He et al., 2012)
Perceived Satisfaction When expectations are surpassed, loyalty is reinforced (He et al., 2012) (Lien et al., 2015)
Perceived Differentiation
Unique identity of brand, essential for loyalty (Atulkar & Kesari, 2018b) (Grisaffe & Nguyen,
2011)
Brand Trust Key in customer-company relationship, leads to loyalty (Park & Kim, 2016) (Li et al., 2012)
Brand Loyalty
Consistent preference, influenced by attachment and trust (Pappu & Quester, 2016) (Lien
et al., 2015)
Hypothesis
H1 Perceived quality has a positive significant relationship with brand loyalty.
H2 Perceived quality has a positive significant relationship with brand trust.
H3 Perceived value has a positive significant relationship with brand loyalty.
H4 Perceived value has a positive significant relationship with brand trust.
H5 Perceived satisfaction has a positive significant relationship with brand loyalty.
H6 Perceived satisfaction has a positive significant relationship with brand trust.
H7 Perceived differentiation has a positive significant relationship with brand loyalty.
H8 Perceived differentiation has a positive significant relationship with brand trust.
H9 Brand trust has a positive significant relationship with brand loyalty.
Findings
PART 4
Descriptive Analysis
Frequency Percent Valid Percent
Cumulative
Percent
Valid Male 121 59.9 59.9 59.9
Female 81 40.1 40.1 100.0
Total 202 100.0 100.0
Frequency Percent Valid Percent
Cumulative
Percent
Valid 18-29 70 34.7 34.7 34.7
30-40 102 50.5 50.5 85.1
Others 30 14.9 14.9 100.0
Total 202 100.0 100.0
Frequenc
y Percent Valid Percent
Cumulative
Percent
Valid Below RM 1500 30 14.9 14.9 14.9
RM 1501 - 3000 45 22.3 22.3 37.1
RM 3001 - 6000 58 28.7 28.7 65.8
RM 6001 - 9000 45 22.3 22.3 88.1
RM 9001 and
above
24 11.9 11.9 100.0
Total 202 100.0 100.0
Respondents’ Demographic Profile
Gender Age
Income
N Minimum Maximum Mean Std. Deviation Skewness Kurtosis
Statistic Statistic Statistic Statistic Statistic Statistic Std. Error Statistic Std. Error
Quality of global brand generates
shopping excitement
202 1 5 3.98 .995 -.808 .171 .173 .341
Quality in product helps me to identify
the brand
202 1 5 3.97 .932 -.526 .171 -.319 .341
I enjoyed shopping when I perceived
quality in branded products
202 1 5 3.99 .972 -.866 .171 .280 .341
I love to create emotional bonding with
quality products
202 1 5 3.84 .980 -.863 .171 .730 .341
I perceive more value when I get
branded products in competitive price
202 1 5 3.87 1.011 -.692 .171 .032 .341
Perceiving offers on purchase
increases the emotional attachment
202 1 5 3.84 .986 -.671 .171 .276 .341
I feel attached to get personal
achievement
202 1 5 3.90 .943 -.761 .171 .585 .341
I got every essential product which
satisfies my need
202 1 5 3.81 .866 -.367 .171 -.261 .341
Attractive store environment enhances
my satisfaction
202 1 5 3.93 .922 -.515 .171 -.236 .341
I feel satisfied to get branded products
at minimum price
202 1 5 4.01 .967 -.787 .171 .269 .341
Satisfaction level creates emotional
attachment towards the brand
202 1 5 3.94 .936 -.679 .171 -.002 .341
Varieties in branded product motivate
me to continue shopping from retailers
202 1 5 3.70 .968 -.538 .171 .052 .341
While making repurchase decisions I
always considered product
differentiation
202 1 5 3.85 1.023 -.730 .171 .130 .341
During shopping I feel excited to
receive varieties in branded products
202 1 5 3.80 .962 -.507 .171 -.206 .341
I love to visit retail stores which offer
product differentiation
202 1 5 3.91 .910 -.583 .171 -.017 .341
Product satisfaction always generates
brand trust in me
202 1 5 4.01 .887 -.755 .171 .390 .341
Emotional attachment towards brand
generates brand trust
202 1 5 3.89 .937 -.614 .171 .226 .341
Brand trust motivates me to continue
the purchase of the same brand in the
future
202 1 5 4.03 .858 -.726 .171 .500 .341
I am always loyal towards the brand
when I get the required values
202 1 5 3.94 .925 -.708 .171 .280 .341
Positive perception and satisfaction
influence me to take repurchase
decisions
202 1 5 4.01 .938 -.723 .171 .155 .341
I am always loyal towards the brand
which creates emotional attachment
202 1 5 3.90 .982 -.880 .171 .645 .341
Valid N (listwise) 202
Slightly skewed data
distributions, 0-1
• Negative skewed
Kurtosis value, 0-1
• Normal distribution
Perceived Quality
Cronbach's
Alpha
Cronbach's
Alpha Based on
Standardized
Items N of Items
.795 .796 4
Perceived Values
Cronbach's
Alpha
Cronbach's
Alpha Based on
Standardized
Items N of Items
.783 .783 3
Perceived
Satisfaction
Cronbach's
Alpha
Cronbach's
Alpha Based on
Standardized
Items N of Items
.743 .742 4
Perceived
Differentiation
Cronbach's
Alpha
Cronbach's
Alpha Based on
Standardized
Items N of Items
.811 .812 4
Brand
Trust
Cronbach's
Alpha
Cronbach's
Alpha Based on
Standardized
Items N of Items
.740 .743 3
Brand
Loyalty
Cronbach's
Alpha
Cronbach's
Alpha Based on
Standardized
Items N of Items
.766 .765 3
Reliability Analysis
Cronbach’s Alpha
Value
0.7<α<0.8 – Acceptable
0.8<α<0.9 – Preferable
Factor Analysis
KMO and Bartlett's Test
Kaiser-Meyer-Olkin Measure of Sampling Adequacy. .883
Bartlett's Test of Sphericity Approx. Chi-Square 1744.957
df 210
Sig. <.001
Total Variance Explained
Component
Initial Eigenvalues Extraction Sums of Squared Loadings
Rotation Sums
of Squared
Loadingsa
Total % of Variance Cumulative % Total % of Variance Cumulative % Total
1 7.522 35.821 35.821 7.522 35.821 35.821 3.792
2 1.598 7.608 43.429 1.598 7.608 43.429 4.334
3 1.344 6.402 49.831 1.344 6.402 49.831 3.354
4 1.197 5.701 55.532 1.197 5.701 55.532 3.606
5 1.129 5.377 60.909 1.129 5.377 60.909 4.112
6 1.111 5.292 66.201 1.111 5.292 66.201 3.383
7 .828 3.945 70.146
8 .747 3.559 73.705
9 .650 3.096 76.801
10 .602 2.867 79.667
11 .542 2.580 82.247
12 .498 2.371 84.618
13 .486 2.316 86.934
14 .458 2.179 89.113
15 .451 2.147 91.260
16 .369 1.755 93.016
17 .353 1.679 94.694
18 .338 1.612 96.306
19 .289 1.378 97.684
20 .259 1.232 98.916
21 .228 1.084 100.000
Extraction Method: Principal Component Analysis.
a. When components are correlated, sums of squared loadings cannot be added to obtain a total variance.
In our case, only six components have Total Initial
Eigenvalues greater than 1. Those six components
explain 66.20% of the variance.
Therefore, we conclude that there are six factors.
• KMO Value ≥ 0.6, 0.883
• Bartlett's Test of Sphericity value is significant (i.e.
the Sig. value should be .05 or smaller), <0.001
✅ Suitable for Factor Analysis.
Factor Analysis
Scree plot shows that we
have six factors.
Factor Analysis
Pattern Matrixa
Component
1 2 3 4 5 6
I feel attached to get personal achievement .785
Perceiving offers on purchase increases the emotional
attachment
.725
I perceive more value when I get branded products in
competitive price
.647
While making repurchase decisions I always considered
product differentiation
.836
I love to visit retail stores which offer product
differentiation
.802
During shopping I feel excited to receive varieties in
branded products
.710
Varieties in branded product motivate me to continue
shopping from retailers
.675
I am always loyal towards the brand which creates
emotional attachment
-.856
Positive perception and satisfaction influence me to
take repurchase decisions
-.668
I am always loyal towards the brand when I get the
required values
-.505
I feel satisfied to get branded products at minimum
price
-.736
Attractive store environment enhances my satisfaction -.619
I got every essential product which satisfies my need -.589
Satisfaction level creates emotional attachment towards
the brand
-.570
I enjoyed shopping when I perceived quality in branded
products
-.762
Quality of global brand generates shopping excitement -.739
Quality in product helps me to identify the brand -.734
I love to create emotional bonding with quality products .316 -.644
Product satisfaction always generates brand trust in me .844
Brand trust motivates me to continue the purchase of
the same brand in the future
.764
Emotional attachment towards brand generates brand
trust
-.389 .537
Extraction Method: Principal Component Analysis.
Rotation Method: Oblimin with Kaiser Normalization.
a
a. Rotation converged in 18 iterations.
Items load on the six factors
• ≥3 items loading on each
component
✅ Optimal
Analysis of Variance - Age Group
Brand Loyalty
H0: There is no difference in the brand loyalty for the age group
H1: There is difference
Sig = 0.291 (>0.05) Do not reject H0
ANOVA
Sum of
Squares df
Mean
Square F Sig.
Total Brand
Loyalty
Between
Groups
13.686 2 6.843 1.243 .291
Within Groups 1095.858 199 5.507
Total 1109.545 201
Total Brand
Trust
Between
Groups
13.508 2 6.754 1.432 .241
Within Groups 938.378 199 4.715
Total 951.886 201
Brand Trust
H0: There is no difference in the brand trust for the age group
H1: There is difference in the brand loyalty for the age group
Sig = 0.241 (>0.05) Do not reject H0
Brand Loyalty
Eta sq= 13.686/1109.545=0.012,
small effect size
Brand Trust
Eta sq= 13.508/951.886=0.014,
small effect size
Analysis of Variance - Age Group
Tests of Homogeneity of Variances
Levene
Statistic df1 df2 Sig.
Total Brand Loyalty Based on Mean .331 2 199 .719
Based on Median .237 2 199 .789
Based on Median and
with adjusted df
.237 2 192.837 .789
Based on trimmed mean .224 2 199 .800
Total Brand Trust Based on Mean .525 2 199 .593
Based on Median .555 2 199 .575
Based on Median and
with adjusted df
.555 2 196.408 .575
Based on trimmed mean .578 2 199 .562
Brand Trust
H0: All variance are equal (O2y=O2m=O2o)
H1: At least one of the variances is not equal
Sig=0.800 (>0.05) Do not reject H0
Brand Loyalty
H0: All variance are equal (O2y=O2m=O2o)
H1: At least one of the variances is not equal
Sig=0.719 (>0.05) Do not reject H0
Analysis of Variance - Income Level
ANOVA
Sum of
Squares df
Mean
Square F Sig.
Total Brand
Loyalty
Between
Groups
16.648 4 4.162 .750 .559
Within Groups 1092.897 197 5.548
Total 1109.545 201
Total Brand
Trust
Between
Groups
5.688 4 1.422 .296 .880
Within Groups 946.198 197 4.803
Total 951.886 201
Brand Loyalty
H0: There is no difference in the brand loyalty for income level
H1: There is difference brand loyalty for income level
Sig = 0.559 (>0.05) Do not reject H0
Brand Trust
H0: There is no difference in the brand trust for income level
H1: There is difference in the brand trust income level
Sig = 0.880 (>0.05) Do not reject H0
Brand Loyalty
Eta sq= 16.648/1109.545=0.015,
small effect size
Brand Trust
Eta sq= 5.688/951.886=0.006,
small effect size
Analysis of Variance - Income Level
Tests of Homogeneity of Variances
Levene
Statistic df1 df2 Sig.
Total Brand Loyalty Based on Mean 1.224 4 197 .302
Based on Median .922 4 197 .452
Based on Median and
with adjusted df
.922 4 178.572 .453
Based on trimmed mean 1.103 4 197 .357
Total Brand Trust Based on Mean 1.318 4 197 .264
Based on Median 1.259 4 197 .288
Based on Median and
with adjusted df
1.259 4 168.658 .288
Based on trimmed mean 1.224 4 197 .302
Brand Loyalty
H0: All variance are equal (O21=O22=O23=O24=O25)
H1: At least one of the variances is not equal
Sig=0.302 (>0.05) Do not reject H0
Brand Trust
H0: All variance are equal (O21=O22=O23=O24=O25)
H1: At least one of the variances is not equal
Sig=0.264 (>0.05) Do not reject H0
Correlation
Brand
Trust
Perceived
Quality
Perceived
Value
Perceived
Satisfaction
Perceived
Differentiation
Pearson
Correlation
Brand Trust 1.000 .446 .486 .431 .427
Independents Variables Relationship with Brand Trust
*All independent
variables are positively
related to Brand Trust
Brand
Loyalty
Perceived
Quality
Perceived
Value
Perceived
Satisfaction
Perceived
Differentiation
Pearson
Correlation
Brand
Loyalty
1.000 .416 .465 .495 .503
Independents Variables Relationship with Brand Loyalty
*All independent
variables are
positively related to
Brand Loyalty
Correlation
Brand Loyalty Brand Trust
Pearson
Correlation
Brand Loyalty 1.000 .495
Brand Trust Relationship with Brand Loyalty
* Brand Trust are positively related to Brand
Loyalty
Regression
Independents Variables Relationship with Brand Trust
Model
Unstandardized
Coefficients
Standardized
Coefficients t Sig.
B Std. Error Beta
1
(Constant) 3.881 .848 4.580 <.001
Perceived Quality .133 .052 .186 2.568 .011
Perceived Value .218 .066 .246 3.313 .001
Perceived
Satisfaction
.095 .059 .121 1.615 .108
Perceived
Differentiation
.127 .049 .180 2.578 .011
a. Dependent Variable: Brand Trust
Perceived Quality, Perceived Value,
Perceived Differentiation is significant
towards Brand Trust
Perceived Satisfaction has no
significant towards Brand Trust
Regression
Independents Variables Relationship with Brand Loyalty
Model
Unstandardized
Coefficients
Standardized
Coefficients t Sig.
B Std. Error Beta
1
(Constant) 2.565 .888 2.889 .004
Perceived
Quality
.080 .054 .105 1.488 .138
Perceived Value .164 .069 .171 2.382 .018
Perceived
Satisfaction
.186 .062 .219 3.011 .003
Perceived
Differentiation
.210 .052 .276 4.065 <.001
a. Dependent Variable: Brand Loyalty
Perceived Value, Perceived
Satisfaction, and Perceived
Differentiation is significant
towards Brand Loyalty
Perceived Quality has no
significant towards Brand
Loyalty
Regression
Brand Trust Relationship with Brand Loyalty
Model
Unstandardized
Coefficients
Standardized
Coefficients t Sig.
B Std. Error Beta
1
(Constant) 5.477 .804 6.812 <.001
Brand Trust .534 .066 .495 8.058 <.001
a. Dependent Variable: Brand Loyalty
Brand Trust is significant
towards Brand Loyalty
Regression
Independents Variables Relationship with Brand Trust
Model
Sum of
Squares
df
Mean
Square
F Sig.
1 Regression 315.690 4 78.923 24.439 <.001b
Residual 636.196 197 3.229
Total 951.886 201
ANOVA
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .576a .332 .318 1.797
Model Summary
a. Dependent Variable: Brand Trust
b. Predictors: (Constant), Perceived Differentiation, Perceived
Quality, Perceived Value, Perceived Satisfaction
a. Predictors: (Constant), Perceived Differentiation, Perceived
Quality, Perceived Value, Perceived Satisfaction
b. Dependent Variable: Brand Trust
33.2% of the variation in Brand Trust can
be explained by variations in Perceived
Differentiation, Perceived Quality,
Perceived Value, and Perceived
Satisfaction.
Since sig is 0.001 < 0.05, hence there is
a relationship between Perceived
Differentiation, Perceived Quality,
Perceived Value, Perceived Satisfaction
and Brand Trust.
Regression
Independents Variables Relationship with Brand Loyalty
Model
Sum of
Squares
df
Mean
Square
F Sig.
1 Regression 411.253 4 102.813 29.005 <.001b
Residual 698.291 197 3.545
Total 1109.545 201
ANOVA
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .609a .371 .358 1.883
Model Summary
a. Predictor: (Constant), Total Perceived Differentiation, Total Perceived
Quality, Total Perceived Value, Total Perceived Satisfaction
b. Dependent Variable: Brand Loyalty
a. Dependent Variable: Brand Loyalty
b. Predictors: (Constant), Perceived Differentiation, Perceived Quality, Total
Perceived Value, Perceived Satisfaction
37.1% of the variation in Brand
Loyalty can be explained by variations
in Perceived Differentiation, Perceived
Quality, Perceived Value, and
Perceived Satisfaction.
Since sig is 0.001 < 0.05, hence there is
a relationship between Perceived
Differentiation, Perceived Quality,
Perceived Value, Perceived Satisfaction
and Brand Loyalty.
Regression
Brand Trust Relationship with Brand Loyalty
Model
Sum of
Squares
df
Mean
Square
F Sig.
1 Regression 271.933 1 271.933 64.931 <.001b
Residual 837.612 200 4.188
Total 1109.545 201
ANOVA
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .495a .245 .241 2.046
Model Summary
a. Predictors: (Constant), Brand Trust
b. Dependent Variable: Brand Loyalty
a. Dependent Variable: Brand Loyalty
b. Predictors: (Constant), Brand Trust
24.5% of the variation in Brand
Loyalty can be explained by variations
in Brand Trust
Since sig is 0.001 < 0.05, there is a
relationship between Brand Trust and
Brand Loyalty.
SMARTPLS - Standard
Originalsample(O) Samplemean(M) Standarddeviation(STDEV) Tstatistics(|O/STDEV|) Pvalues
BrandTrust->BrandLoyalty 0.241 0.241 0.074 3.26 0.001
PerceivedDifferentiation->BrandLoyalty 0.23 0.225 0.074 3.084 0.002
PerceivedDifferentiation->BrandTrust 0.18 0.182 0.091 1.98 0.048
PerceivedQuality->BrandLoyalty 0.082 0.084 0.076 1.081 0.28
PerceivedQuality->BrandTrust 0.185 0.189 0.101 1.835 0.067
PerceivedSatisfaction->BrandLoyalty 0.195 0.198 0.084 2.321 0.02
PerceivedSatisfaction->BrandTrust 0.118 0.124 0.079 1.501 0.133
PerceivedValue->BrandLoyalty 0.1 0.103 0.084 1.18 0.238
PerceivedValue->BrandTrust 0.25 0.242 0.087 2.874 0.004
Originalsample(O) Samplemean(M) Standarddeviation(STDEV) Tstatistics(|O/STDEV|) Pvalues
PerceivedDifferentiation->BrandTrust->BrandLoyalty 0.043 0.045 0.028 1.568 0.117
PerceivedQuality->BrandTrust->BrandLoyalty 0.045 0.046 0.031 1.463 0.143
PerceivedSatisfaction->BrandTrust->BrandLoyalty 0.028 0.03 0.022 1.286 0.199
PerceivedValue->BrandTrust->BrandLoyalty 0.06 0.057 0.025 2.424 0.015
R-square R-squareadjusted
BrandLoyalty 0.42 0.405
BrandTrust 0.332 0.319
f-square - M
atrix B
rand L
oyalty B
rand T
rust
B
rand L
oyalty
B
rand T
rust 0.067
P
erceived D
ifferentiation 0.061 0.033
P
erceived Q
uality 0.007 0.033
P
erceived S
atisfaction 0.039 0.013
P
erceived V
alue 0.01 0.057
Outcome
PART 5
Outcome
Hypotheses Result
H1 Perceived quality has a positive significant relationship with brand loyalty. Reject
H2 Perceived quality has a positive significant relationship with brand trust. Reject
H3 Perceived value has a positive significant relationship with brand loyalty. Reject
H4 Perceived value has a positive significant relationship with brand trust. Accept
H5 Perceived satisfaction has a positive significant relationship with brand loyalty. Accept
H6 Perceived satisfaction has a positive significant relationship with brand trust. Reject
H7 Perceived differentiation has a positive significant relationship with brand loyalty. Accept
H8 Perceived differentiation has a positive significant relationship with brand trust. Accept
H9 Brand trust has a positive significant relationship with brand loyalty. Accept
Summary
Perceived
Value
Perceived
Satisfaction
Perceived
Differentiation
Perceived
Value
Perceived
Differentiation
Brand Trust
Thank You
Question and Answer

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Group 4, Occ 2.pptx

  • 1. CQC7049 STATISTICAL ANALYSIS GROUP 4 (Occurrence 2) Name ID Nathanael Looi Wei Chien S2116839 Wai Chuan Lim S2120692 Shangetha Vadille S2157406 Danial Chee Yan Hui S2042414 Shasha Pei S2176298
  • 2. CONTENT • Introduction 01 • Problem Statement • Research Objectives • Research Questions • Research Methodology 02 • Literature Review 03 • Findings 04 • Outcome 05
  • 4. Introduction: Brand Trust and Brand Loyalty in Mall Shoppers Research Findings How Emotional Attachment Influences Brand Trust And Loyalty In Young, Brand-conscious Shoppers Atulkar, S. (2020). Brand Trust and brand loyalty in Mall Shoppers. Marketing Intelligence &amp; Planning, 38(5), 559– 572. https://doi.org/10.1108/mip-02-2019- 0095 Madhya Pradesh, India Significance Of Emotional Factors (Perceived Quality, Value, Satisfaction, Differentiation) In Building Brand Loyalty Direct Correlation Observed Between Brand Trust And Loyalty
  • 5. Limitations Study Limitations: Limited to shopping mall customers. Specific geographic and demographic characteristics. Results are not generalizable beyond these parameters. Implications For Future Research: Need to explore a broader range of emotional attachment antecedents. Consider different customer segments. Include diverse retail environments.
  • 6. Problem Statement & Research Objectives / Questions / Methodology PART 2
  • 7. Problem Statement 1. Mall brands are unable to develop strategies that are in line with the varied preferences and expectations of consumers in malls since they do not have a thorough understanding of the elements that contribute to the development of trust and, subsequently, loyalty. 2. A lack of knowledge about how brand loyalty and trust function in the malls setting prevents marketers from creating tactics that are long-lasting brand relationships. 3. A gap exists in understanding the role of experiential factors in building brand trust and loyalty among mall shoppers, impeding brands from creating memorable and positive shopping experiences that foster sustained customer loyalty.
  • 8. Research Objectives & Questions Research Objectives Research Questions Influence of income between brand trust & brand loyalty Relationship between emotional attachment antecedents and brand trust in mall shoppers. Relationship between emotional attachment antecedents and brand loyalty in mall shoppers Moderating effect of income between emotional attachment antecedents with brand trust & brand loyalty 1 2 3 4 Does income factor affect the relationship between brand trust and brand loyalty? What is the relationship between emotional attachment antecedents and brand trust in mall shoppers? What is the relationship between emotional attachment antecedents and brand loyalty in mall shoppers? Does income factor influence the relationship between emotional attachment antecedents with brand trust and brand loyalty? 2 3 4 1
  • 9. Research Methodology Research Design Measurement Instrument Sample Design & Data Collection • IBM SPSS Statistics • Structural Equation Modelling (SEM) technique - SmartPLS 2.0 • 21 research items • Questionnaire (5-point Likert scale) • 202 mall shoppers' data from the age group between 18 - 40 years • Highly brand-conscious and willing to purchase branded products shoppers 4 3 4 4 3 3 Proposed Research Framework
  • 11. Literature Review Factors Explanation Emotional Attachment Central to brand loyalty, resilient against short-term incentives(Oliver, 1999) (Pappu & Quester, 2016) Perceived Quality Affects loyalty and trust, tied to consumer status (Lai et al., 2009) (Atulkar & Kesari, 2014) Perceived Value Balances utility against cost, contributing to brand trust (Oliver, 1999) (He et al., 2012) Perceived Satisfaction When expectations are surpassed, loyalty is reinforced (He et al., 2012) (Lien et al., 2015) Perceived Differentiation Unique identity of brand, essential for loyalty (Atulkar & Kesari, 2018b) (Grisaffe & Nguyen, 2011) Brand Trust Key in customer-company relationship, leads to loyalty (Park & Kim, 2016) (Li et al., 2012) Brand Loyalty Consistent preference, influenced by attachment and trust (Pappu & Quester, 2016) (Lien et al., 2015)
  • 12. Hypothesis H1 Perceived quality has a positive significant relationship with brand loyalty. H2 Perceived quality has a positive significant relationship with brand trust. H3 Perceived value has a positive significant relationship with brand loyalty. H4 Perceived value has a positive significant relationship with brand trust. H5 Perceived satisfaction has a positive significant relationship with brand loyalty. H6 Perceived satisfaction has a positive significant relationship with brand trust. H7 Perceived differentiation has a positive significant relationship with brand loyalty. H8 Perceived differentiation has a positive significant relationship with brand trust. H9 Brand trust has a positive significant relationship with brand loyalty.
  • 14. Descriptive Analysis Frequency Percent Valid Percent Cumulative Percent Valid Male 121 59.9 59.9 59.9 Female 81 40.1 40.1 100.0 Total 202 100.0 100.0 Frequency Percent Valid Percent Cumulative Percent Valid 18-29 70 34.7 34.7 34.7 30-40 102 50.5 50.5 85.1 Others 30 14.9 14.9 100.0 Total 202 100.0 100.0 Frequenc y Percent Valid Percent Cumulative Percent Valid Below RM 1500 30 14.9 14.9 14.9 RM 1501 - 3000 45 22.3 22.3 37.1 RM 3001 - 6000 58 28.7 28.7 65.8 RM 6001 - 9000 45 22.3 22.3 88.1 RM 9001 and above 24 11.9 11.9 100.0 Total 202 100.0 100.0 Respondents’ Demographic Profile Gender Age Income
  • 15. N Minimum Maximum Mean Std. Deviation Skewness Kurtosis Statistic Statistic Statistic Statistic Statistic Statistic Std. Error Statistic Std. Error Quality of global brand generates shopping excitement 202 1 5 3.98 .995 -.808 .171 .173 .341 Quality in product helps me to identify the brand 202 1 5 3.97 .932 -.526 .171 -.319 .341 I enjoyed shopping when I perceived quality in branded products 202 1 5 3.99 .972 -.866 .171 .280 .341 I love to create emotional bonding with quality products 202 1 5 3.84 .980 -.863 .171 .730 .341 I perceive more value when I get branded products in competitive price 202 1 5 3.87 1.011 -.692 .171 .032 .341 Perceiving offers on purchase increases the emotional attachment 202 1 5 3.84 .986 -.671 .171 .276 .341 I feel attached to get personal achievement 202 1 5 3.90 .943 -.761 .171 .585 .341 I got every essential product which satisfies my need 202 1 5 3.81 .866 -.367 .171 -.261 .341 Attractive store environment enhances my satisfaction 202 1 5 3.93 .922 -.515 .171 -.236 .341 I feel satisfied to get branded products at minimum price 202 1 5 4.01 .967 -.787 .171 .269 .341 Satisfaction level creates emotional attachment towards the brand 202 1 5 3.94 .936 -.679 .171 -.002 .341 Varieties in branded product motivate me to continue shopping from retailers 202 1 5 3.70 .968 -.538 .171 .052 .341 While making repurchase decisions I always considered product differentiation 202 1 5 3.85 1.023 -.730 .171 .130 .341 During shopping I feel excited to receive varieties in branded products 202 1 5 3.80 .962 -.507 .171 -.206 .341 I love to visit retail stores which offer product differentiation 202 1 5 3.91 .910 -.583 .171 -.017 .341 Product satisfaction always generates brand trust in me 202 1 5 4.01 .887 -.755 .171 .390 .341 Emotional attachment towards brand generates brand trust 202 1 5 3.89 .937 -.614 .171 .226 .341 Brand trust motivates me to continue the purchase of the same brand in the future 202 1 5 4.03 .858 -.726 .171 .500 .341 I am always loyal towards the brand when I get the required values 202 1 5 3.94 .925 -.708 .171 .280 .341 Positive perception and satisfaction influence me to take repurchase decisions 202 1 5 4.01 .938 -.723 .171 .155 .341 I am always loyal towards the brand which creates emotional attachment 202 1 5 3.90 .982 -.880 .171 .645 .341 Valid N (listwise) 202 Slightly skewed data distributions, 0-1 • Negative skewed Kurtosis value, 0-1 • Normal distribution
  • 16. Perceived Quality Cronbach's Alpha Cronbach's Alpha Based on Standardized Items N of Items .795 .796 4 Perceived Values Cronbach's Alpha Cronbach's Alpha Based on Standardized Items N of Items .783 .783 3 Perceived Satisfaction Cronbach's Alpha Cronbach's Alpha Based on Standardized Items N of Items .743 .742 4 Perceived Differentiation Cronbach's Alpha Cronbach's Alpha Based on Standardized Items N of Items .811 .812 4 Brand Trust Cronbach's Alpha Cronbach's Alpha Based on Standardized Items N of Items .740 .743 3 Brand Loyalty Cronbach's Alpha Cronbach's Alpha Based on Standardized Items N of Items .766 .765 3 Reliability Analysis Cronbach’s Alpha Value 0.7<α<0.8 – Acceptable 0.8<α<0.9 – Preferable
  • 17. Factor Analysis KMO and Bartlett's Test Kaiser-Meyer-Olkin Measure of Sampling Adequacy. .883 Bartlett's Test of Sphericity Approx. Chi-Square 1744.957 df 210 Sig. <.001 Total Variance Explained Component Initial Eigenvalues Extraction Sums of Squared Loadings Rotation Sums of Squared Loadingsa Total % of Variance Cumulative % Total % of Variance Cumulative % Total 1 7.522 35.821 35.821 7.522 35.821 35.821 3.792 2 1.598 7.608 43.429 1.598 7.608 43.429 4.334 3 1.344 6.402 49.831 1.344 6.402 49.831 3.354 4 1.197 5.701 55.532 1.197 5.701 55.532 3.606 5 1.129 5.377 60.909 1.129 5.377 60.909 4.112 6 1.111 5.292 66.201 1.111 5.292 66.201 3.383 7 .828 3.945 70.146 8 .747 3.559 73.705 9 .650 3.096 76.801 10 .602 2.867 79.667 11 .542 2.580 82.247 12 .498 2.371 84.618 13 .486 2.316 86.934 14 .458 2.179 89.113 15 .451 2.147 91.260 16 .369 1.755 93.016 17 .353 1.679 94.694 18 .338 1.612 96.306 19 .289 1.378 97.684 20 .259 1.232 98.916 21 .228 1.084 100.000 Extraction Method: Principal Component Analysis. a. When components are correlated, sums of squared loadings cannot be added to obtain a total variance. In our case, only six components have Total Initial Eigenvalues greater than 1. Those six components explain 66.20% of the variance. Therefore, we conclude that there are six factors. • KMO Value ≥ 0.6, 0.883 • Bartlett's Test of Sphericity value is significant (i.e. the Sig. value should be .05 or smaller), <0.001 ✅ Suitable for Factor Analysis.
  • 18. Factor Analysis Scree plot shows that we have six factors.
  • 19. Factor Analysis Pattern Matrixa Component 1 2 3 4 5 6 I feel attached to get personal achievement .785 Perceiving offers on purchase increases the emotional attachment .725 I perceive more value when I get branded products in competitive price .647 While making repurchase decisions I always considered product differentiation .836 I love to visit retail stores which offer product differentiation .802 During shopping I feel excited to receive varieties in branded products .710 Varieties in branded product motivate me to continue shopping from retailers .675 I am always loyal towards the brand which creates emotional attachment -.856 Positive perception and satisfaction influence me to take repurchase decisions -.668 I am always loyal towards the brand when I get the required values -.505 I feel satisfied to get branded products at minimum price -.736 Attractive store environment enhances my satisfaction -.619 I got every essential product which satisfies my need -.589 Satisfaction level creates emotional attachment towards the brand -.570 I enjoyed shopping when I perceived quality in branded products -.762 Quality of global brand generates shopping excitement -.739 Quality in product helps me to identify the brand -.734 I love to create emotional bonding with quality products .316 -.644 Product satisfaction always generates brand trust in me .844 Brand trust motivates me to continue the purchase of the same brand in the future .764 Emotional attachment towards brand generates brand trust -.389 .537 Extraction Method: Principal Component Analysis. Rotation Method: Oblimin with Kaiser Normalization. a a. Rotation converged in 18 iterations. Items load on the six factors • ≥3 items loading on each component ✅ Optimal
  • 20. Analysis of Variance - Age Group Brand Loyalty H0: There is no difference in the brand loyalty for the age group H1: There is difference Sig = 0.291 (>0.05) Do not reject H0 ANOVA Sum of Squares df Mean Square F Sig. Total Brand Loyalty Between Groups 13.686 2 6.843 1.243 .291 Within Groups 1095.858 199 5.507 Total 1109.545 201 Total Brand Trust Between Groups 13.508 2 6.754 1.432 .241 Within Groups 938.378 199 4.715 Total 951.886 201 Brand Trust H0: There is no difference in the brand trust for the age group H1: There is difference in the brand loyalty for the age group Sig = 0.241 (>0.05) Do not reject H0 Brand Loyalty Eta sq= 13.686/1109.545=0.012, small effect size Brand Trust Eta sq= 13.508/951.886=0.014, small effect size
  • 21. Analysis of Variance - Age Group Tests of Homogeneity of Variances Levene Statistic df1 df2 Sig. Total Brand Loyalty Based on Mean .331 2 199 .719 Based on Median .237 2 199 .789 Based on Median and with adjusted df .237 2 192.837 .789 Based on trimmed mean .224 2 199 .800 Total Brand Trust Based on Mean .525 2 199 .593 Based on Median .555 2 199 .575 Based on Median and with adjusted df .555 2 196.408 .575 Based on trimmed mean .578 2 199 .562 Brand Trust H0: All variance are equal (O2y=O2m=O2o) H1: At least one of the variances is not equal Sig=0.800 (>0.05) Do not reject H0 Brand Loyalty H0: All variance are equal (O2y=O2m=O2o) H1: At least one of the variances is not equal Sig=0.719 (>0.05) Do not reject H0
  • 22. Analysis of Variance - Income Level ANOVA Sum of Squares df Mean Square F Sig. Total Brand Loyalty Between Groups 16.648 4 4.162 .750 .559 Within Groups 1092.897 197 5.548 Total 1109.545 201 Total Brand Trust Between Groups 5.688 4 1.422 .296 .880 Within Groups 946.198 197 4.803 Total 951.886 201 Brand Loyalty H0: There is no difference in the brand loyalty for income level H1: There is difference brand loyalty for income level Sig = 0.559 (>0.05) Do not reject H0 Brand Trust H0: There is no difference in the brand trust for income level H1: There is difference in the brand trust income level Sig = 0.880 (>0.05) Do not reject H0 Brand Loyalty Eta sq= 16.648/1109.545=0.015, small effect size Brand Trust Eta sq= 5.688/951.886=0.006, small effect size
  • 23. Analysis of Variance - Income Level Tests of Homogeneity of Variances Levene Statistic df1 df2 Sig. Total Brand Loyalty Based on Mean 1.224 4 197 .302 Based on Median .922 4 197 .452 Based on Median and with adjusted df .922 4 178.572 .453 Based on trimmed mean 1.103 4 197 .357 Total Brand Trust Based on Mean 1.318 4 197 .264 Based on Median 1.259 4 197 .288 Based on Median and with adjusted df 1.259 4 168.658 .288 Based on trimmed mean 1.224 4 197 .302 Brand Loyalty H0: All variance are equal (O21=O22=O23=O24=O25) H1: At least one of the variances is not equal Sig=0.302 (>0.05) Do not reject H0 Brand Trust H0: All variance are equal (O21=O22=O23=O24=O25) H1: At least one of the variances is not equal Sig=0.264 (>0.05) Do not reject H0
  • 24. Correlation Brand Trust Perceived Quality Perceived Value Perceived Satisfaction Perceived Differentiation Pearson Correlation Brand Trust 1.000 .446 .486 .431 .427 Independents Variables Relationship with Brand Trust *All independent variables are positively related to Brand Trust Brand Loyalty Perceived Quality Perceived Value Perceived Satisfaction Perceived Differentiation Pearson Correlation Brand Loyalty 1.000 .416 .465 .495 .503 Independents Variables Relationship with Brand Loyalty *All independent variables are positively related to Brand Loyalty
  • 25. Correlation Brand Loyalty Brand Trust Pearson Correlation Brand Loyalty 1.000 .495 Brand Trust Relationship with Brand Loyalty * Brand Trust are positively related to Brand Loyalty
  • 26. Regression Independents Variables Relationship with Brand Trust Model Unstandardized Coefficients Standardized Coefficients t Sig. B Std. Error Beta 1 (Constant) 3.881 .848 4.580 <.001 Perceived Quality .133 .052 .186 2.568 .011 Perceived Value .218 .066 .246 3.313 .001 Perceived Satisfaction .095 .059 .121 1.615 .108 Perceived Differentiation .127 .049 .180 2.578 .011 a. Dependent Variable: Brand Trust Perceived Quality, Perceived Value, Perceived Differentiation is significant towards Brand Trust Perceived Satisfaction has no significant towards Brand Trust
  • 27. Regression Independents Variables Relationship with Brand Loyalty Model Unstandardized Coefficients Standardized Coefficients t Sig. B Std. Error Beta 1 (Constant) 2.565 .888 2.889 .004 Perceived Quality .080 .054 .105 1.488 .138 Perceived Value .164 .069 .171 2.382 .018 Perceived Satisfaction .186 .062 .219 3.011 .003 Perceived Differentiation .210 .052 .276 4.065 <.001 a. Dependent Variable: Brand Loyalty Perceived Value, Perceived Satisfaction, and Perceived Differentiation is significant towards Brand Loyalty Perceived Quality has no significant towards Brand Loyalty
  • 28. Regression Brand Trust Relationship with Brand Loyalty Model Unstandardized Coefficients Standardized Coefficients t Sig. B Std. Error Beta 1 (Constant) 5.477 .804 6.812 <.001 Brand Trust .534 .066 .495 8.058 <.001 a. Dependent Variable: Brand Loyalty Brand Trust is significant towards Brand Loyalty
  • 29. Regression Independents Variables Relationship with Brand Trust Model Sum of Squares df Mean Square F Sig. 1 Regression 315.690 4 78.923 24.439 <.001b Residual 636.196 197 3.229 Total 951.886 201 ANOVA Model R R Square Adjusted R Square Std. Error of the Estimate 1 .576a .332 .318 1.797 Model Summary a. Dependent Variable: Brand Trust b. Predictors: (Constant), Perceived Differentiation, Perceived Quality, Perceived Value, Perceived Satisfaction a. Predictors: (Constant), Perceived Differentiation, Perceived Quality, Perceived Value, Perceived Satisfaction b. Dependent Variable: Brand Trust 33.2% of the variation in Brand Trust can be explained by variations in Perceived Differentiation, Perceived Quality, Perceived Value, and Perceived Satisfaction. Since sig is 0.001 < 0.05, hence there is a relationship between Perceived Differentiation, Perceived Quality, Perceived Value, Perceived Satisfaction and Brand Trust.
  • 30. Regression Independents Variables Relationship with Brand Loyalty Model Sum of Squares df Mean Square F Sig. 1 Regression 411.253 4 102.813 29.005 <.001b Residual 698.291 197 3.545 Total 1109.545 201 ANOVA Model R R Square Adjusted R Square Std. Error of the Estimate 1 .609a .371 .358 1.883 Model Summary a. Predictor: (Constant), Total Perceived Differentiation, Total Perceived Quality, Total Perceived Value, Total Perceived Satisfaction b. Dependent Variable: Brand Loyalty a. Dependent Variable: Brand Loyalty b. Predictors: (Constant), Perceived Differentiation, Perceived Quality, Total Perceived Value, Perceived Satisfaction 37.1% of the variation in Brand Loyalty can be explained by variations in Perceived Differentiation, Perceived Quality, Perceived Value, and Perceived Satisfaction. Since sig is 0.001 < 0.05, hence there is a relationship between Perceived Differentiation, Perceived Quality, Perceived Value, Perceived Satisfaction and Brand Loyalty.
  • 31. Regression Brand Trust Relationship with Brand Loyalty Model Sum of Squares df Mean Square F Sig. 1 Regression 271.933 1 271.933 64.931 <.001b Residual 837.612 200 4.188 Total 1109.545 201 ANOVA Model R R Square Adjusted R Square Std. Error of the Estimate 1 .495a .245 .241 2.046 Model Summary a. Predictors: (Constant), Brand Trust b. Dependent Variable: Brand Loyalty a. Dependent Variable: Brand Loyalty b. Predictors: (Constant), Brand Trust 24.5% of the variation in Brand Loyalty can be explained by variations in Brand Trust Since sig is 0.001 < 0.05, there is a relationship between Brand Trust and Brand Loyalty.
  • 32. SMARTPLS - Standard Originalsample(O) Samplemean(M) Standarddeviation(STDEV) Tstatistics(|O/STDEV|) Pvalues BrandTrust->BrandLoyalty 0.241 0.241 0.074 3.26 0.001 PerceivedDifferentiation->BrandLoyalty 0.23 0.225 0.074 3.084 0.002 PerceivedDifferentiation->BrandTrust 0.18 0.182 0.091 1.98 0.048 PerceivedQuality->BrandLoyalty 0.082 0.084 0.076 1.081 0.28 PerceivedQuality->BrandTrust 0.185 0.189 0.101 1.835 0.067 PerceivedSatisfaction->BrandLoyalty 0.195 0.198 0.084 2.321 0.02 PerceivedSatisfaction->BrandTrust 0.118 0.124 0.079 1.501 0.133 PerceivedValue->BrandLoyalty 0.1 0.103 0.084 1.18 0.238 PerceivedValue->BrandTrust 0.25 0.242 0.087 2.874 0.004 Originalsample(O) Samplemean(M) Standarddeviation(STDEV) Tstatistics(|O/STDEV|) Pvalues PerceivedDifferentiation->BrandTrust->BrandLoyalty 0.043 0.045 0.028 1.568 0.117 PerceivedQuality->BrandTrust->BrandLoyalty 0.045 0.046 0.031 1.463 0.143 PerceivedSatisfaction->BrandTrust->BrandLoyalty 0.028 0.03 0.022 1.286 0.199 PerceivedValue->BrandTrust->BrandLoyalty 0.06 0.057 0.025 2.424 0.015 R-square R-squareadjusted BrandLoyalty 0.42 0.405 BrandTrust 0.332 0.319 f-square - M atrix B rand L oyalty B rand T rust B rand L oyalty B rand T rust 0.067 P erceived D ifferentiation 0.061 0.033 P erceived Q uality 0.007 0.033 P erceived S atisfaction 0.039 0.013 P erceived V alue 0.01 0.057
  • 34. Outcome Hypotheses Result H1 Perceived quality has a positive significant relationship with brand loyalty. Reject H2 Perceived quality has a positive significant relationship with brand trust. Reject H3 Perceived value has a positive significant relationship with brand loyalty. Reject H4 Perceived value has a positive significant relationship with brand trust. Accept H5 Perceived satisfaction has a positive significant relationship with brand loyalty. Accept H6 Perceived satisfaction has a positive significant relationship with brand trust. Reject H7 Perceived differentiation has a positive significant relationship with brand loyalty. Accept H8 Perceived differentiation has a positive significant relationship with brand trust. Accept H9 Brand trust has a positive significant relationship with brand loyalty. Accept