2012 Cambridge Business & Economics Conference ISBN : 9780974211428 Modeling the Effects of Celeb-Entrepreneur Endorsement on Advertising Effectiveness: The Case of Malaysia’s Pop Princess Mazzini Muda Faculty of Business Management, Universiti Teknologi MARA Malaysia (60-0129151964; [email protected]), Rosidah Musa Faculty of Business Management, Universiti Teknologi MARA Malaysia (60-0192980780; [email protected]) June 27-28, 2012 Cambridge, UK 1
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2012 Cambridge Business & Economics Conference ISBN : 9780974211428
Modeling the Effects of Celeb-Entrepreneur Endorsement on Advertising Effectiveness:
The Case of Malaysia’s Pop Princess
Mazzini MudaFaculty of Business Management, Universiti Teknologi MARA Malaysia
Shimp (2008) was among the first to suggest that AAD is a mediator of consumer brand choice
and empirically examine the AAD-ABR linkage and found that advertising content significantly
impacts ABR, PIN and the act of buying. As more companies hire celebrities to represent their
brand, it is imperative that they understand the factors that influence consumers’ attitude toward
celebrity endorsed advertisements. Below is the conceptual model postulating relationships
amongst constructs in this study.
Figure 1: Hypothesized Model
H1 H6
H2 H5
H3
H4 H7
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CelebrityCredibilit
y
Advertisement Credibility
Attitude toward the
Brand
Attitude toward the
Advertisement
Purchase Intention
2012 Cambridge Business & Economics Conference ISBN : 9780974211428
Based on the above discussion, we suggest and test the following hypotheses:
H1: Celebrity credibility has a positive influence on attitude toward the ad.
H2: Celebrity credibility has a positive influence on attitude toward the brand.
H3: Advertisement credibility has a positive influence on attitude toward the ad.
H4: Advertisement credibility has a positive influence on attitude toward the brand.
H5: Attitude toward the ad has a positive influence on attitude toward the brand.
H6: Attitude toward the ad has a positive influence on purchase intention.
H7: Attitude toward the brand has a positive influence on purchase intention.
METHOD
This study adopts a quantitative methodology via a cross-sectional survey. A self-administered
questionnaire based on extant literature and focus group discussions was conducted to test the
proposed hypotheses. An actual magazine advertisement featuring a real celebrity entrepreneur
endorsing her own brand of skincare product was attached as stimulus. The celebrity selected
was Malaysia’s number one songstress, Dato’ Siti Nurhaliza (Siti) who created history in
Malaysia’s entertainment scene with unprecedented number of music awards since her debut at
the age of 16. From the beginning of her career, she was portrayed as a modest and conservative
singer, refusing to wear revealing attires and taking picture with man for magazine covers. Her
reserved image was the subject of appraisals and positive feedback from Islamic scholars from
Malaysia and Indonesia. Frequently, she was cited as an idol and as an inspiration by many
Malaysians and non-Malaysian artists alike.
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Siti also took part in philanthropic activities by giving generous donations to tsunami victims,
National Anti-Drug Campaign, Nurjiwa Foundation (a foundation founded together with
husband, Dato’ Khalid Mohd Jiwa, as a platform to help needy people through charity concerts
and dinner events) and build a number of mosques in Kuala Muda, Kuala Lumpur and Pattani,
Thailand. Owing to her success as an artist and sparkling image, she was nominated as the
cultural ambassador for the Malay community and her image likeness was used as part of the
promotion by Malaysian Ministry of Tourism. Furthermore, Siti has been an ambassador and
spokesperson for various international products such as Jusco, Maxis, Maybelline, Minolta,
Mitsubishi, Olay, Pantene, Pepsi, Samsung and TM Net.
With success in her singing career, Siti also got herself involved in business by setting up her
own company with activities generally in the entertainment industry. Then again, she recently
ventured into the beauty industry by launching her own skincare and cosmetics products under
the label ‘SimplySiti’. The products are manufactured in South Korea under strict supervision by
SimplySiti Sdn. Bhd. so as to guarantee high quality and ‘halal’ (permissible to use under
Islamic law). Being known as a formidable, successful and well-known businesswoman in
Malaysia, Siti currently tops the list of the ‘Richest Artistes’ in Malaysia and was also named as
one of the millionaires in entertainment in South East Asia as well. With these amazing
achievements and shining image, Siti makes an appropriate case for us to explore our conceptual
model for the study.
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Sample and Procedure
Population of the study consists of females 18 to 55 years old, residing or working in the Klang
Valley, Malaysia. Females are targeted because they are the main users of skincare products.
Respondents were screened on two criteria: (1) familiarity with the celebrity endorser portrayed
in the advertisement and (2) never used the brand endorsed in the advertisement. As no sampling
frame was readily available, quota sampling approach was used based on ethnic and age factors.
900 questionnaires were distributed via drop-and-collect approach at various organizations in
several stages for three months.
Out of the 625 survey forms that were returned, 83 were discarded due to invalid responses
(monotonous and many incomplete answers), thus excluded from analyses. This yielded 542
usable questionnaires which resulted in approximately 60.2% response rate. Of the 542
respondents, 72% were Malays, 17% Chinese and 11% Indians. Chinese respondents were less
than the intended number because they could not recognize the celebrity. Each respondent was
instructed to view the stimulus advertisement as if they were reading it from a beauty magazine
and then completed a standard questionnaire which contained a series of questions regarding the
variables of interest in the study. Drop-and-collect procedure was chosen as method of
collection. Moreover, liaisons from companies, organizations and institutions were contacted and
trained on the collection procedures. Questionnaires were dropped and collected two weeks later.
Questionnaire and Stimulus Design
The survey instrument included measures of celebrity endorser credibility (CEC), advertisement
credibility (ADC), attitude toward the advertisement (AAD), attitude toward the brand (ABR) as
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well as purchase intention (PI). The measurements for CEC were adapted from Ohanian (1990).
However, two items, ‘sexy’ and ‘dependable’ were excluded from the question set because
results from pilot test found those two items to be very poor items (difficult to evaluate). A new
dimension was added to CEC to capture the notion of decorum or mannerism that contributes to
the credibility of the celebrity in the context of Eastern value and culture. The items for celebrity
decorum include ‘friendly’, ‘likeable’, ‘kind’, ‘polite’, ‘etiquette’, ‘ethical’, and ‘modest’. Six
ADC items were adapted from Beltramini and Evans (1985). For the attitude and intention
measures, items were adapted from Bruner and Hensel (1992) for AAD; MacKenzie and Lutz
(1989) for ABR; and Yi (1990) for PI. All items were measured using a 7-point Likert scale
from 1=strongly disagree to 7=strongly agree (except for respondents’ demographic
information). Likert scale was used instead of the original semantic differential scale because
respondents from the pilot test had difficulty understanding the later structure.
Once the stimulus advertisement was chosen, permission was solicited from and granted by the
company to use its magazine advertisement in the study (the advertisement is not shown here due
to potential copyright restrictions). To ensure the stimulus advertisement was exactly of the same
quality as the one in the magazine, printing was handled by the university printing centre using
high quality reproduction materials. Print medium was chosen for consistency with earlier
studies on celebrity endorsements.
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DATA ANALYSIS AND RESULTS
Exploratory Factor Analysis (EFA)
In reducing number of item measurements, three exploratory factor analyses (EFA) were
separately conducted on Celebrity Endorser Credibility, Advertisement Credibility and
Advertising Effectiveness constructs comprising of Attitude toward the Advertisement, Attitude
toward the Brand and Purchase Intention. A principal component extraction with oblique rotation
was utilized in reducing these large items to a more manageable set as it has been recognized to
be a valuable preliminary analysis when sufficient theory is unavailable to establish the
underlying dimensions in a specific construct (Anderson & Gerbing, 1988). In order to achieve a
more meaningful and interpretable solution in this purification process, items with low factor
loadings (< 0.5) or high cross-loadings (> 0.3) were dropped (Hair et al., 2010). Then another
round of EFA was performed. The results for all emerging factor structures within the respective
constructs showed high factor loadings and the alpha coefficients of these factors ranged from
0.93 to 0.97, well above acceptable value of 0.70 (Sekaran, 2009). This clearly indicates that the
scales used in this study were highly reliable (Nunnally, 1978).
Confirmatory Factor Analysis (CFA)
Confirmatory factor analysis, a more rigorous statistical procedure was applied to refine and
confirm the factor structures obtained from initial EFA. CFA has been proposed as an analytical
tool to ascertain unidimensionality of measures (Alexandris, Kouthris & Meligdis, 2006).
Therefore, all measures obtained from EFA were then submitted and validated using CFA
analytic procedure by employing AMOS 18. In order to achieve an acceptable ratio of
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observations to estimate parameters, two separate measurement models were conducted using
CFA.
Measurement Model 1
The first measurement model consists of four-factor solution of celebrity credibility construct
and two-factor solution of advertisement credibility. The overall fit indices (χ2 = 634.34, df =
223, p< 0.001, GFI = .90, NFI = .96, CFI = .97, RAMSEA = .06) indicate good model fit.
Convergent validity and reliability was assessed by examining the magnitude and significance of
the factor loadings (standardized regression weight) and their associated t-value. It was also
assessed with the evaluation of average variance extracted (AVE) and composite reliability (CR)
of each construct. Structural equation modeling requires a more stringent test of reliability by
examining the AVE and the Composite Reliability, in addition to Cronbach’s alpha. Items were
loaded on their posited variables with standardized coefficients greater than 0.5 cut-off point and
t-value ranged from 16.55 to 46.70. From the result, it can be claimed that convergent validity
has been achieved. Table 2 summarizes the result of the measurement model 1. The reliability of
the variables were also achieved with AVE value greater than the threshold value of 0.5
(Anderson & Gerbing, 1988), composite reliability value greater than the threshold of 0.6
(Bagozzi & Yi, 1988) and Cronbach’s alpha greater than the cut-off value of 0.7 (Anderson &
Gerbing, 1988). Composite reliability reflects the internal consistency of the construct indicators
while AVE indicates the amount of variance captured by the construct indicators (Gerbing &
Anderson, 1988).
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Discriminant validity was established through low correlations between the constructs and is
evident when the correlation between factors was lower than 0.8 (Yanamandram & White,
2006). The correlations between each latent variable were lower than 0.8 except for the
correlation between advertisement believability and advertisement honesty (r=0.85). Although
this high correlation is consistent with the hypothesis it may suggest that these constructs
essentially represent the same construct. To address this concern, Fornell and Larcker’s (1981)
more rigorous method of assessing discriminant validity was applied. It was found that AVE for
each construct was greater than the squared correlation between the variable and any other
variables in the construct, which in this measurement model indicates that discriminate validity is
achieved (see Table 2).
Table 2: Summary of Results of Measurement Model 1
Variable X1 X2 X3 X4 X5 X6 CR AVE Α
Celebrity Attractiveness (X1)
1 0.91 0.72 0.95
Celebrity Trustworthiness (X2)
0.71(0.50)
1 0.92 0.75 0.96
Celebrity Expertise (X3)
0.58(0.34)
0.65(0.42)
1 0.91 0.71 0.93
Celebrity Decorum (X4)
0.74(0.55)
0.76(0.58)
0.61(0.37)
1 0.88 0.59 0.93
Advertisement Believability (X5)
0.59(0.35)
0.63(0.40)
0.59(0.35)
0.64(0.41)
1 0.92 0.80 0.96
Advertisement Honesty (X6)
0.57(0.32)
0.65(0.42)
0.62(0.38)
0.64(0.41)
0.85(0.72)
1 0.88 0.77 0.93
Note: The numbers in the brackets represent the squared correlation values between constructs of the respective column and row. AVE = average variance explained; CR = composite reliability
Measurement Model 2
The second measurement model consists of three constructs namely attitude toward the
advertisement, attitude toward the brand and purchase intention. Goodness-of-fit indices
supported the acceptable fit of this model (χ2 = 128.66, df = 41, p<0.001, GFI = .96, NFI = .98, June 27-28, 2012Cambridge, UK
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CFI = .99 and RMSEA = .063). The results of individual factor loadings revealed that all paths
had standardized factor loadings substantially above 0.70. The model was further assessed by
obtaining CR and AVE for each construct. As shown in Table 3, all constructs met the
recommended level of 0.70 for CR and 0.50 for AVE, demonstrating the reliability and
convergent validity of each construct. Discriminant validity is established in this measurement
model as the correlation coefficients range from 0.73 to 0.68, below the cutoff point of 0.8
(Yanamandram & White, 2006). For a rigorous test of discriminant validity, the AVE of each
construct was manually computed and found to be greater than the squared correlation between
that construct and any other constructs in the model (see Table 3). In conclusion, it is reasonable
to claim that all the measures used in this study possess adequate psychometric properties.
Table 3: Summary of Results of Measurement Model 3
Variable X1 X2 X3 CR AVE Α
Ad Attitude –X1 1 0.91 0.76 0.96
Brand Attitude – X2 0.78(0.61)
1 0.93 0.73 0.97
Purchase Intention – X3 0.73(0.53)
0.78(0.61)
1 0.92 0.80 0.97
Note: The numbers in the brackets represent the squared correlation values between constructs of the respective column and row. AVE = average variance explained; CR = composite reliability
Structural Equation Modeling (SEM)
SEM was subsequently performed in order to test the seven hypothesized structural relationships
of celebrity credibility and advertisement credibility with advertising effectiveness in the context
of celebrity entrepreneur-endorser advertisement. The structural model has a significant χ2 value
(χ2 = 83.01, df = 23, p < 0.001), indicating inadequate fit of the data with the hypothesized
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model. Even though the chi-square value was significant (p < 0.001), reliance on the chi-square
test as the sole measure of fit in a structural equation model is not recommended due to its
This research has several limitations. Caution must be taken to generalize the findings of this
study beyond the celebrity entrepreneur and the brand featured in the stimulus advertisement.
The study should be replicated across different celebrities, brands and product categories.
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Rosenthal and Rosnow (1984) suggest that a study needs to be replicated as many as fifteen
times before results can be generalized, indicating that further work on this model is necessary to
generalize the findings.
It may be fruitful for future research to replicate and validate all or parts of the present model in
order to determine the robustness of the findings in other cultures, eastern or western.
Comparative cross-national studies are essential in order to examine the generalizability of the
model. This research direction appears to be potentially fertile because celebrity entrepreneurship
and celebrity endorsement are global phenomenon. It is also deemed important that future study
be undertaken to extend the present model by integrating company credibility, media credibility,
or other advertising effectiveness constructs such as brand recall. It is also suggested that for
future research some moderating variables such as attitude toward advertising in general, mood,
fan status or celebrity worship may be considered, which may be able to explain any additional
differences that may crop up.
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