An Empirical Analysis of Consumer-Based Brand Equity (CBBE) Constructs

 

Nishant Kumar

Assistant Professor, Delhi Institute of Advanced Studies, New Delhi

*Corresponding Author E-mail:  

 

ABSTRACT:

This study examines the effectiveness of different constructs in order to develop Consumer Based Brand Equity. This study utilised data collected through different locations of Dehradun. There are many prominent factors responsible for the development of Consumer based Brand Equity (CBBE). Employing Factor Analysis Techniques, the study identifies Brand Awareness, Brand Association, Brand Loyalty and Perceived Brand Quality as the underlying factors leading towards Consumer based Brand Equity (CBBE). Weighted Average Score shows that Brand Loyalty is the most significant factor in course for the development of CBBE. The specific influence of Brand Awareness, Brand Association, Perceived Brand Quality on Brand Loyalty has been attempted through Multivariate Regression Analysis in order to develop an instrument to measure effectiveness of Constructs in the development of CBBE.

 

KEY WORDS: CBBE, Construct, Construct Effectiveness

 


INTRODUCTION:

The concept of brand equity has increased its acceptance since the 1980s. The field has experienced noteworthy expansion, and a growing number of experimental replicas (Yoo and Donthu 2000, Netemeyer et al. 2004, Erdem et al. 2006) succeed the conceptual models (Aaker 1991, Keller 1993). One of the common definitions of Brand Equity is that it is set of brand assets and liabilities, linked to the brand’s name and symbol, which can subtract from as well as add to the value provided by a product or service, and which provides value to customer as well as to firm (Akar, 1991). Brand equity has been seen with different outlooks by academicians: financial perspective and customer perspective. From the financial perspective, brand equity is evaluated according to the market value of a company’s asset (Farquhar et al. 1991; Simon and Sullivan 1990).

 

In referring to the customer perspective, brand equity is appraised according to the consumer’s reaction to a brand name (Keller, 1993; Shocker and Weitz, 1994). The thought of Consumer-based Brand Equity (CBBE) has developed as a dominant marketing concept because of increasing technical and commercial curiosity towards brand, since the attitude according to which brands establish one of the most valuable intangible properties of companies is becoming increasingly widespread (Kapferer 2008). (Keller 1993) looked at consumer based brand equity strictly from a consumer psychology perspective and defined it as “the differential effect of brand knowledge on consumer response to the marketing of the brand”. The Consumer-based Brand Equity (CBBE) generally differs from one to another. (Aaker, 1996) conceptualizes Brand Equity in terms of five sources, namely Brand Loyalty, Brand Awareness, Perceived Quality, Brand Associations, and other proprietary brand assets. The proprietary brand assets include intellectual property rights, patents and trademarks (Shen et al., 2014). According to (Lee, Chen and Guy 2014), it is impractical to precisely evaluate the latter source because it is indirectly related to consumers. Consumer-based Brand Equity (CBBE) is generally clubbed into four different categories: Brand Loyalty, Brand Awareness, Perceived Brand Quality and Brand Associations. Brand Awareness is considered as consumer’s ability to recall and recognize a brand (Aaker, 1996; Keller, 2003). Top-of-mind and brand dominance is other levels of awareness included by (Aaker, 1996) while measuring awareness. Brand association comprises the meaning of the brand for consumers (Keller, 1993). It is anything linked in memory to a brand (Aaker, 1991). Perceived Brand Quality is considered as the customer’s decision for product dominance in contrast to alternative's brand (Zeithaml, 1988; Aaker, 1996) and overall preeminence that ultimately stimulates the customer to purchase the product (Aaker and Jacobson, 1994). (Aaker, 1991) defines brand loyalty as the attachment that a customer has to a brand. Brand loyalty and brand value associations directly create brand equity for online companies (Rios and Riquelme, 2008).

 

Customer-based brand equity (CBBE) is theorized in accord with (Aaker 1991, 1996) and (Keller 1993)’s replicas. A description of the CBBE constructs has been examined and tested in accordance with the effective construct in the following section of study.

 

REVIEW OF LITERATURE:

Brand a single element of marketing mix which is capable of incorporating the positive effects of all marketing activities, and by this they become tangible indications of quality for the familiarity and credence traits (Erdem et al. 2006, Goldfarb et al. 2009). (Aaker 1991) offers that brand equity can: help a customer interpret, process, store, and retrieve a large quantity of information about products and brands; affect the customer’s confidence in the purchase decision; and enhance a customer’s satisfaction when the individual uses the product. Perhaps the first step to building a strong brand and fostering brand equity is to identify the power of the brand. Brand Equity has gained its acceptance in terms of customers, which expresses brand equity as the value of a brand to the customer (Aaker, 1991; Keller, 1993; Cobb-Walgren et al., 1995; Van Osselaer and Alba, 2000). Customer perspective of modern marketing theory and practice (Keller and Lehmann 2006; Keller 1993) defines brand equity as the added value, from the perspective of the customer, endowed by the brand to the product (Christodoulides and de Chernatony 2010; Keller 1993; Rust, Lemon, et al. 2004). In contrast to firm-based brand equity, which tends to be well-defined, there remains substantial conceptual and methodological controversy regarding customer-based brand equity, ones which may particularly benefit from recent insights from consumer neuroscience (Rust, Zeithaml, et al. 2004; Keller 1993).(De Chernatony and Cottam 2006) explored that instead of focusing on one comprehensive methodology to evaluate brand success, there are a range of financial and non-financial measures that collectively provide the necessary insight. (Agarwal et. Al. 1996) clarified that there are two diverse approaches to measure brand equity; straight approach and subsidiary approach. The straight approach tries to assess the added value of the brand and appears to be the accepted definition of brand equity (Farquhar, 1989; Keller, 1993). The subsidiary approach tries to identify the potential sources of brand equality. An understanding of these sources for a firm’s own and competitive brands is critical for the brand manager (Keller, 1993).   (Dua et al. 2013) identifies the relationship of Akar’s CBBE dimensions in the banking sector. Data were collected with the help of a structured questionnaire from different respondents of Punjab and it was observed that the Aker’s construct has direct influence on Brand Equity. 

 

OBJECTIVE:

The broad objectives of the study are as follows:

1.     To identify the different constructs and the effect of most significant construct on CBBE.

2.     To examine the impact of identified construct on most significant construct in order to develop CBBE.

 

HYPOTHESIS:

The broad hypotheses of the study are as follows:

H0: There is no significant impact of Brand Awareness on Brand Loyalty.

H0: There is no significant impact of Brand Association on Brand Loyalty.

H0: There is no significant impact of Perceived Brand Quality on Brand Loyalty.

 

RESEARCH METHODOLOGY:   

Research Design:

An exploratory research followed with causal research design was used to carry out the study. Exploratory research was used to identify the CBBE constructs and Causal research design was used to identify the relationship between CBBE constructs and consumer demographics.

 

Data Collection:

The present study is based on both the primary as well as on secondary data. The secondary data was collected from published and unpublished business reports, magazines, journals, books, historical studies etc. Primary data was collected through a structured questionnaire based on CBBE constructs.

 

Sampling procedure:

In this research probability sampling procedure has been used. In order to stratify the heterogeneity of population Stratified Random Sampling was used.  Stratified Random Sampling was used to stratify the sample on the basis of various demographic parameters of the respondents. The sample size for the study comprises of 200 computer peripheral customers with varied demographic profile from different areas of Dehradun District, Uttarakhand.

 

Tools for Analysis:

The analysis was based on data as to each aspect/ characteristics in tabulated form. Exploratory Factor Analysis was used to reduce the total number of items to a small number of underlying factors (eignvalues > 1). Varimax rotation was used to facilitate the interpretation of the factors, The Bartlett’s Test of Sphericity and the Kaiser-Meyer-Olkin (KMO) measure of sampling adequacy were used to validate the factor analysis results. Weighted Average was used to assign weights to determine the relative importance of each quantity on the average. Correlation reflects the statistical relationship between the data set. Multiple Regression Modeling was used to examine how the multiple attributes of the predictor variable are related with the outcome factors. Once the information is obtained how the predictor variables are related with the dependent variable it can be used to make much more powerful and accurate predictions about why things are the way they are.     

 

ANALYSIS AND INTERPRETATION:

Exploratory Factor Analysis was performed on the CBBE Constructs included in the questionnaire in order to determine the underling dimensions of Consumer Based Brand Equity. Kaiser-Meyer-Olkin Measure of Sampling Adequacy (KMO) value is .856, which indicates the presence of sufficient inter- correlations in the data set and appropriateness of factor analysis. Bartlett’s test of Sphericity is significant at p=.000 and it is indicates that correlation matrix is not an identity matrix. The CBBE Constructs constituted to four factors accounted for a total of 73.075 per cent of the variance.  

 

Table 1 Exploratory Factor Analysis

Constituent Variable

Label

Factor Loading

Factor Name

Variance Explained by the Factor (%)

Easy to select your brand among other brands.

V1

.800

Brand Awareness

26.049

Your brand is most popular in the market.

V2

.745

 

 

The promotional strategy of your brand is effective among competitors.

V3

.723

 

 

You have proper information about your selected brand.

V4

.718

 

 

The image of your brand is very good in the market.

V5

.713

 

 

You prefer to purchase same brand when other brands offer similar features and price?

V6

.653

 

 

Features of your brand are good and enough.

V7

.763

Brand Association

19.636

The cost of your brand is appropriate in the market.

V8

.735

 

 

Your preferred brand provides better services in comparison to others.

V9

.698

 

 

Your brand offers high-quality and different attributes.

V10

.673

 

 

Your preferred brand concern for social responsibility and support good causes.

V11

.658

 

 

You brand provides satisfaction.

V12

.746

Brand Loyalty

18.876

You would purchase same brand when you consider next purchasing.

V13

.723

 

 

Would you suggest your friends to buy same brand?

V14

.659

 

 

Preferred Brand functionality is very high

V15

.795

Perceived Brand Quality

8.513

Preferred brand reliability is very high

V16

.732

 

 

My brand quality is high as compared to others

V17

.685

 

 

 

 

 


Weighted Averages are used to identify the most significant factor retained through factor analysis i.e.  Brand Awareness, Brand Association, Brand Loyalty and Perceived Brand Quality. The means were calculated through descriptive statistics in SPSS. Weighted Average Score (WAS) of all the six factors extracted from the factor analysis. As shown in Table 2 maximum Weighted Average Score (WAS) is of the “Brand Loyalty” factor. This reflects that Brand Loyalty is found to most significant construct in the development of CBBE followed with Brand Association (Rank 2), Brand Awareness (Rank 3) and Perceived Brand Quality (Rank 4).  Perceived Brand Quality emerged as the least significant factor in the development of CBBE.

 

Table 2 Weighted Average Score Table

Factors

Variables

Mean

Weighted Average

Rank

Brand Awareness

V1

1.600

1.640

3

 

V2

1.800

 

 

 

V3

2.220

 

 

 

V4

1.980

 

 

 

V5

1.760

 

 

 

V6

2.140

 

 

Brand Association

V7

2.120

2.104

2

 

V8

2.300

 

 

 

V9

2.100

 

 

 

V10

2.00

 

 

 

V11

2.000

 

 

Brand Loyalty

V12

2.560

2.360

1

 

V13

2.000

 

 

 

V14

2.540

 

 

Perceived Brand Quality

V15

2.300

1.350

4

 

V16

1.950

 

 

 

V17

2.100

 

 

 

Multiple Regression Modeling is used to examine how the multiple attributes of the predictor variable Brand Association, Brand Awareness and Perceived Brand Quality are related with the outcome factors Brand Loyalty. Once the information is obtained how the predictor variables are related with the dependent variable it can be used to make much more powerful and accurate predictions about why things are the way they are.   

 

H0: There is no significant impact of Brand Awareness on Brand Loyalty.

 


 

Table 3 Multiple Regression Model I

Dependent Variable

(Brand Loyalty)

You brand provides satisfaction.

(Brand Loyalty)

You would purchase same brand when you consider next purchasing.

(Brand Loyalty)

Would you suggest your friends to buy same brand?

R Square

.429

.375

.277

F- Value

24.128

19.319

12.354

Significance

.000

.000

.000

Predictors

(Brand Awareness)

B

S.E

T

Sig.

B

S.E

t

Sig.

B

S.E

t

Sig.

Constant

.934

.160

5.843

.000

1.800

.228

7.908

.000

1.714

.243

7.062

.000

Easy to select your brand among other brands.

.462

.078

5.941

.000

.299

.111

2.699

.008

.080

.118

.680

.497

Your brand is most popular in the market.

-.176

.062

-2.836

.005

-.418

.089

-4.722

.000

-.233

.094

-2.469

.014

The promotional strategy of your brand is effective among competitors.

-.096

.059

-1.623

.106

-.120

.085

-1.420

.157

-.370

.090

-4.097

.000

You have proper information about your selected brand.

.037

.058

.638

.524

-.010

.111

-.577

.565

.065

.088

.739

.461

The image of your brand is very good in the market.

.157

.078

2.008

.046

.651

.095

-.090

.928

.309

.119

2.606

.010

You prefer to purchase same brand when other brands offer similar features and price?

.201

.067

3.002

.003

-.007

-.007

6.847

.000

.423

.101

4.169

.000

 


The overall model was found to be significant at 1 per cent level of significance.  Easy Brand Selection, Brand Popularity, Brand Image and Same Brand Purchase were found to have a significant impact on Brand Satisfaction.  The result also reveals that Easy Brand Selection, better Brand Image and repeated Same Brand Purchase enhance customer satisfaction.  Easy Brand Selection, Brand Popularity and Same Brand Purchase were found to have a significant impact on Repeated Brand Consideration.  Brand Popularity, Brand Promotional Strategy, Brand Image and Same Brand Purchase creates a significant effect on Brand Recommendation.  Result also reflects that raise in Brand Popularity, Brand Image and Same Brand Purchase also increases the same brand recommendation to others. Hence the null hypothesis is rejected which means there is a significant impact of Brand Awareness on Brand Loyalty.

 

H0: There is no significant impact of Brand Association on Brand Loyalty.

 


 

Table 4 Multiple Regression Model II  

Dependent Variable

(Brand Loyalty)

You brand provides satisfaction.

(Brand Loyalty)

You would purchase same brand when you consider next purchasing.

(Brand Loyalty)

Would you suggest your friends to buy same brand?

R Square

.612

.443

.434

F- Value

61.269

30.845

29.798

Significance

.000

.000

.000

Predictors

(Brand Association)

B

S.E

T

Sig.

B

S.E

t

Sig.

B

S.E

t

Sig.

Constant

-.272

.151

-1.801

.073

-.166

.247

-.673

.502

-.077

.246

-.312

.756

Features of your brand are good and enough.

.087

.065

1.330

.185

.238

.106

2.243

.026

.238

.106

2.244

.026

The cost of your brand is appropriate in the market.

.344

.068

5.090

.000

.511

.110

4.640

.000

.327

.110

2.967

.003

Your preferred brand provides better services in comparison to others.

.103

.058

1.775

.077

-.005

.094

-.055

.956

.404

.094

4.279

.000

Your brand offers high-quality and different attributes.

.374

.047

7.878

.000

.160

.077

2.060

.041

.368

.077

4.761

.000

Your preferred brand concern for social responsibility and support good causes.

.100

.050

1.999

.047

.280

.081

3.447

.001

-.228

.081

-2.806

.006

 


Above model was found to be significant at 1 per cent level of significance. Appropriate Cost, High Brand Quality and Attributes and Brand Social Responsibility were found to have a significant impact on Brand Satisfaction. The result also exhibits that increase in Appropriate Cost, High Brand Quality and Attributes and Brand Social Responsibility also increases customer satisfaction. Better Brand Features, Appropriate Cost, High Brand Quality and Attributes and Brand Social Responsibility were found to have a significant impact on Repeated Brand Consideration. Better Brand Features, Appropriate Cost, High Brand Quality and Attributes, Better Service and Brand Social Responsibility were found to have a significant impact on Brand Recommendation. Hence the null hypothesis is rejected which means there is a significant impact of Brand Association on Brand Loyalty.

H0: There is no significant impact of Perceived Brand Quality on Brand Loyalty.


 

Table5 Multiple Regression Model III  

Dependent Variable

(Brand Loyalty)

You brand provides satisfaction.

(Brand Loyalty)

You would purchase same brand when you consider next purchasing.

(Brand Loyalty)

Would you suggest your friends to buy same brand?

R Square

.445

.378

.363

F- Value

52.342

39.663

37.159

Significance

.000

.000

.000

Predictors

(Perceived Brand Quality)

B

S.E

T

Sig.

B

S.E

t

Sig.

B

S.E

t

Sig.

Constant

-.025

.169

-.146

.884

.203

.243

.835

.405

-.194

.244

-.795

.427

Preferred Brand functionality is very high

.337

.069

4.896

.000

.466

.099

4.695

.000

.319

.100

3.205

.002

Preferred brand reliability is very high

.346

.080

4.331

.000

.485

.115

4.204

.000

.367

.116

3.175

.002

My brand quality is high as compared to others

.206

.066

3.106

.002

.112

.096

1.167

.244

.406

.096

4.224

.000

 


Above model was found to be significant at 1 per cent level of significance. Brand Functionality, Brand Reliability and Brand Quality were found to have a significant impact on Brand Satisfaction. A unit high movement of these increases Satisfaction. Brand Functionality and Brand Reliability were found to have a significant impact on Repeated Brand Consideration. Brand Functionality, Brand Reliability and Brand Quality were found to have a significant impact on Brand Recommendation. A unit high movement of these increases Recommendation for the same brand.

 

CONCLUSION

The study identifies four relevant factors in determining CBBE. Among all four factors, Brand Loyalty emerged as the most significant factor in determining CBBE. Brand loyalty was measured in terms of Brand Satisfaction, Repeated Brand Consideration and Brand Recommendation. In this study Brand Association, Brand Awareness, Perceived Brand Quality are evident to be important determinants that are helpful in developing Brand Loyalty. The Brand Equity construct Brand Association was studied with Appropriate Cost, Better Brand Features, High Brand Quality and Attributes, Brand Social Responsibility and Better Brand Features. The element under Brand Association shows a significant contribution on brand loyalty.  Brand Awareness was studied with Easy Brand Selection, better Brand Image, Repeated Same Brand Purchase, Brand Popularity and Brand Promotional Strategy. The element under Brand Awareness shows a significant contribution on brand loyalty. Brand Functionality, Brand Reliability and Brand Quality was used to study Perceived Brand Quality. The element under Perceived Brand Quality shows a significant contribution on brand loyalty. There is a significant impact of three Brand Equity Constructs on Brand loyalty which leads to the development of Consumer Based Brand Equity.

 

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Received on 28.11.2016                Modified on 21.12.2016

Accepted on 29.12.2016          © A&V Publications all right reserved

Asian J. Management; 2017; 8(1):19-24.

DOI: 10.5958/2321-5763.2017.00004.X