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http://www.iaeme.com/IJMHRM/index.asp 29 [email protected]
International Journal of Marketing and Human Resource Management (IJMHRM)
Volume 8, Issue 4, Oct – Dec 2017, pp. 29–42, Article ID: IJMHRM_08_04_004
Available online at http://www.iaeme.com/IJMHRM/issues.asp?JType= IJMHRM &VType=8&IType=4
ISSN Print: ISSN 0976 – 6421 and ISSN Online: 0976 – 643X
Journal Impact Factor (2016): 5.5510 (Calculated by GISI) www.jifactor.com
© IAEME Publication
A STUDY OF CONSUMER BEHAVIOUR ON
REPURCHASE PATRONAGE OF DIET FOOD
PRODUCTS
Anupama Sundar D
Assistant Professor, JSS Centre for Management Studies,
JSS Science and Technology University,
Sri Jayachamarajendra Colege of Engineering, Mysore, India
ABSTRACT
Purpose :
The study was conducted with the aim of understanding and analyzing the
repurchase patronage of consumers towards diet food products. An attempt was also
made to examine the factors influencing the purchase of diet food products
considering product properties such as Perceived quality and value, Receptivity,
Convinence to buy and use, Expectation, benefits and outcome, Preceived risk among
youngsters and adults.
Design/Methodology/Approach :
The products selected for the study were diet food products. A sample of 150
respondents was selected from Mysore city in Karnataka.
Findings :
Major sources of awareness for diet food products are friends/relatives/social
media. The most important factors influencing the purchase of diet food products were
found to be health conscience, pre-expectations and benefits, perecieved quality with
variables such as price, benefits, clear information and so on among adults . The most
important factors influencing the purchase of diet food products were found to be
health conscience, pre-expectations and benefits, receptivity with variables such as
trust, loyalty, expectations among youngsters. Moreover, with respect to consuming
behaviour the results derived from this analysis show that consumers purchase diet
food products mainly for health reasons, they assume that these products are
beneficial in terms of health than conventional products.
Research Limitations/Implications :
Further studies can be conducted with a larger sample size. Importance of diet
food products with respect to commodity products can be analyzed.
Practical Implications :
Marketers could frame strategies for different market segments based on
demographics. Diet food products awareness needs to be given adequate focus by the
marketers.
Anupama Sundar D
http://www.iaeme.com/IJMHRM/index.asp 30 [email protected]
Originality/Value:
This paper has made an attempt to study repurchase behaviour with respect to diet
food products. Not many studies have been undertaken to analyze diet food products
awareness, and consumers attitudes towards diet food products in developing
countries like India.
Key words: Repurchase patronage, consumer behaviour, health conscience, perceived
risk, perceived quality, demographics.
Cite this Article: Anupama Sundar D, A Study of Consumer Behaviour on
Repurchase Patronage of Diet Food Products. International Journal of Marketing and
Human Resource Management, 8(4), 2017, pp. 29–42.
http://www.iaeme.com/ IJMHRM /issues.asp?JType= IJMHRM &VType=8&IType=4
1. INTRODUCTION
There’s an increase in competition among the different types of stores in the modern era,
namely the grocery stores, supermarkets, discount stores, department stores which are
competing for the satisfaction of the consumers. Gigantic discount chains can threaten a
traditional department store chain and a small grocery store while hypermarkets are a favorite
type of retail store because of lower price and convenience. Such stores affect traditional
stores negatively because such store chains have advanced information technology, excellent
logistic systems and powerful bargains. Modern retailers have changed not only the structure
of the retail industry, but also the pattern of consumer behavior. Nowadays, customers are
facing difficulty in making their decision to select from many types of stores such as grocery
stores, supermarkets, discount stores, large mega stores, and hypermarkets (Chaiyasoonthorn
and Suksa-ngiam, 2011). Grocery shopping isn’t what it used to be when it comes to what
consumers place in their carts and the reasons behind their selections. The latest nutrition and
shopping trends directly influence consumers’ food choices and purchasing patterns and it’s
up to dietitians to keep up. Dietitians who keep their finger on the pulse of consumer food
shopping trends are in a position to guide companies and brands in a direction to remain
popular. Leading companies depend on information and insights from industry experts to
understand what consumers are eating and drinking. By looking at consumer behaviors,
attitudes, and motivators, dietitians can monitor trends revolving around diet patterns,
nutrition perceptions, food safety concerns and brand awareness. With recent increased
attention on food and nutrition, companies are seeking advice from dietitians more than ever
to differentiate fact from fiction and determine the best messaging for their products and
brands (Food Trends Influence Consumer Purchasing Patterns). India has the double burden
of over and under nutrition. Food safety in terms of chemical, biological and nutrient
contents, is hardly a matter of concern in the country's social fabric. There is an alarming
increase in the rate of life style diseases notably Diabetes, Obesity, Hypertension and Cancer.
Food practice in the country is undoubtedly playing a huge role in this regard. Authorities,
Organisations and Citizens have to be aware about safe and diet food. . Food on one hand
should be wholesome and provide adequate calories and nutrients but should never be a
reason for disease. Eating and food procuring habits too need to be healthy. Good quality and
affordability are the key requirements to an ideal food culture. Awareness is most important to
achieve this. Unhealthy diets and physical inactivity are major risk factors for chronic
diseases. Reports of international and national experts and reviews of the current scientific
evidence recommend goals for nutrient intake in order to prevent chronic diseases.
A Study of Consumer Behaviour on Repurchase Patronage of Diet Food Products
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2. ABOUT INDIAN FOOD INDUSTRY
The Indian food industry is poised for huge growth, increasing its contribution to world food
trade every year. In India, the food sector has emerged as a high-growth and high-profit sector
due to its immense potential for value addition, particularly within the food processing
industry. The food industry, which is currently valued at US$ 39.71 billion!is expected to
grow at a Compounded Annual Growth Rate (CAGR) of 11 per cent to US$65.4 billion by
2018. Food and grocery account for around 31 per cent of India’s consumption basket.
Accounting for about 32 per cent of the country’s total food market, The Government of India
has been instrumental in the growth and development of the food processing industry. The
government through the Ministry of Food Processing Industries (MoFPI) is making all efforts
to encourage investments in the business. It has approved proposals for joint ventures (JV),
foreign collaborations, industrial licenses and 100 per cent export oriented units. The food
industry, which is currently valued at US$ 39.71 billion!is expected to grow at a Compounded
Annual Growth Rate (CAGR) of 11 per cent to US$65.4 billion by 2018. Food and grocery
account for around 31 per cent of India’s consumption basket. Accounting for about 32 per
cent of the country’s total food market, The Government of India has been instrumental in the
growth and development of the food processing industry. The government through the
Ministry of Food Processing Industries (MoFPI) is making all efforts to encourage
investments in the business. It has approved proposals for joint ventures (JV), foreign
collaborations, industrial licenses and 100 per cent export oriented units. The Indian food and
grocery market is the world’s sixth largest, with retail contributing 70 per cent of the sales.
Food has also been one of the largest segments in India's retail sector, which was valued at
US$ 490 billion in 2013. The Indian food retail market is expected to reach Rs 61 lakh crore
(US$ 894.98 billion) by 2020. The Indian food processing industry accounts for 32 per cent of
the country’s total food market, one of the largest industries in India and is ranked fifth in
terms of production, consumption, export and expected growth. It contributes around 14 per
cent of manufacturing Gross Domestic Product (GDP), 13 per cent of India’s exports and six
per cent of total industrial investment. Indian food service industry is expected to reach US$
78 billion by 2018.The Indian gourmet food market is currently valued at US$ 1.3 billion and
is growing at a Compound Annual Growth Rate (CAGR) of 20 per cent. Liberalisation and
the growth of organised retail has made the Indian market more attractive for global players;
with a large agricultural resource base, abundant livestock and cost competitiveness, India is
fast emerging as a sourcing hub of processed foods
With a population size of 1.22 billion of which 604 million were under the age of 24 in
2011, this rising youth population is likely to increase India’s overall food consumption.
Rising income levels, affluence and a growing middle-class. One-third of the population will
be living in urban areas by 2020. Increasing desire for branded food as well as increased
spending power. Large distinct consumer segments to support customised offerings/ new
categories and brands within each segment. Consumption in India is driven towards packaged
and ready-to-eat foods. Favourable economic & cultural transformation, shift in attitudes &
lifestyles, consumers are experimenting with different cuisines, tastes and new brands. There
is an increase in awareness and concern for wellness and health, high protein, low fat,
wholegrain and organic food. Exports of food items have been rising steadily, the main export
destinations being Middle East and South East Asia.
3. LITERATURE REVIEW
Baskar et Sundaram (May 30, 2014) Carried out the work on “Indian Consumer Purchasing
Behavior towards Branded Processed Food” which aimed at providing comprehensive
approach to the consumer purchasing behavior towards branded processed food. The
Anupama Sundar D
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conclusion of their study was that the consumers mostly purchase brands based on trust and
safety. These two parameters builds long term association with the brands. Even though there
are other factors people considers while choosing brands, trust and safety are become the vital
parameters to purchase brands. Brand endorsements, brand ethical concerns, brand attributes
are have little impact on purchase intention. Hence, we conclude brands offer safety and trust
from the consumer point of view.
Azzura et Paula (September 3, 2016) Carried out the work entitled “Consumers'
behaviours and attitudes toward healthy food products: The case of Organic and Functional
foods”. In their research work they found out that the food industry has reacted to this trend
by developing a growing variety of new products with health-related claims and images,
including organic and functional foods that are selected by consumers for their health-
promoting properties.The findings of this study are also important for government bodies
interested in designing public health programs. They first carried out a pilot test before going
ahead with the actual survey in order to ensure that the statements were clear and to identify
redundant variables and questions that were difficult to understand. Their research work
resulted that the Italian consumers have a good awareness of the links between food habits,
healthiness of food and personal health, although they are not always willing to forego the
pleasure of what they consume and continue to give taste a predominant role in their food
choices.
Bjron Frank (Department of Industrial Engineering and Management, Tokyo Institute of
Technology, Tokyo, Japan) carried out the research work entitled “The formation of
consumer attitudes and intentions towards fast food Restaurants How do teenagers differ from
adults?”. The findings of his research work showed that the teenagers do not underestimate
the negative effects of fast food. However, their decision making fails to incorporate existing
knowledge on competitive advantages and gives greater weight to customer satisfaction
compared with adults. Behavioral differences between teenage and adult consumers result
from differences in cognitive development rather than social pressure.
Jeong et al carried out the research work entitled “Restaurant Healthy Food Quality,
Perceived Value, and Revisit Intention: Testing a moderating role of green customers in South
Korea”. The objective of their study was to to explain how restaurant healthy food quality is
related to repeat patronage intention. The results indicate that perceived value mediates the
positive relationship between the restaurant healthy food and revisit intent. In other words,
restaurant healthy food quality increases perceived value in the diner’s mind, which in turn
results in a higher level of revisit intent. This study found similarities and differences between
high and low green customers in their salient healthy food quality attributes. Another key
contribution of this study is to find that environmentalism moderates the relationships
between restaurant healthy food quality and revisit intent.
Myung-Ja Kim and Choong-Ki Lee carried out the research work entitled “Relationships
between lifestyle of health and sustainability and healthy food choices for seniors”. Their
study revealed that the senior market segment differs from the non-senior market segment in
the following ways: the magnitude of impact of LOHAS on healthy food choices is much
stronger for senior diners than for non-senior diners and the impact of LOHAS on trust and
emotional loyalty is greater for seniors than non-seniors.
Lynn Frewer carried out the research work entited “Consumer acceptance of functional
foods: issues for the future”. The variables in her research work included consumer
behaviour, health status and health benefits. In her conclusion it is argue that understanding
consumers, risk perceptions and concerns associated with technologies, emerging scientific
A Study of Consumer Behaviour on Repurchase Patronage of Diet Food Products
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innovations, and deliver real health benefits to people at risk of, or suffering from
degenerative illness.
Mmari et al carried out the research work entitled “Consumers’ Perceptions on Packaging
of Processed Food Products in Dodoma Municipality, Tanzania”. Their study was successful
in compiling information about college students’ perceptions and knowledge of the organic
food industry. The study also found a positive relationship between perception and spending
habits. The more a student viewed organic food positively, the more likely they were to spend
more money on organic products. Likewise, there was a negative association between the
price point and aesthetics of organic food and the students’ spending habits. It also, however,
went somewhat against the majority of the research that had come before this survey that
found most people viewing organic food positively.
Chen et al carried out the research work entitled “A Study of Antecedents of Customer
Repurchase Behaviors in Chain Store Supermarkets”. The major findings of their study
include: consumer’s social and economic backgrounds will influence their repurchase
intentions on chain store supermarkets; the higher the brand image of a chain store
supermarket is, the higher the consumer’s repurchase intention will be; the higher the
consumer perceived quality and perceived value of chain store supermarket are, the higher the
repurchase intention will be.
Lalit Mohan Kathuria carried out the research work entitled “Purchase of branded
commodity food products: empirical evidence from India”. The objective of his study was to
understand brand awareness among consumers and analyzing the attitude of consumers
towards selected branded commodity food products. An attempt was also made to examine
the factors influencing the purchase of selected branded commodity food products. In their
research they attempted to find out attitude parameters and factors influencing the purchase of
branded commodity foods.
Rajmohan .P and Panchanathan. N carried out the research work entitled “Consumer
preference towards the sellers of ready-made food items”. Their main objective of their study
was to assess the interest of consumers on home delivery service of readymade food items.
The main objective of this paper is to estimate and measuring the effect of socioeconomic
factors and other influencing factors for purchasing the readymade food items among the
consumers. It was found out that consumers are attracted by the taste component of the ready
made food items but not significantly influenced in their preferences, strongly suggest that the
taste of ready made food items sold, could not be taken as the competitive edge as such as in
the existing situation.
Espejel et al carried out research work entitled “Consumer satisfaction: A key factor of
consumer loyalty and buying intention of a PDO food product”. The objective of their study
was to analyse the relationship between satisfaction, loyalty and buying intention as perceived
by Spanish consumers. In addition, in this specific context, the importance of consumers’
perceptions regarding: the association of a traditional food product with a place of origin,
territory, climate and know how of a geographical region; and the strict controls to which
products under the protection are submitted by the regulatory councils were highlighted. Both
aspects lead the consumer to infer a safety badge and food quality, which helps to develop
feelings of satisfaction and loyalty, and a greater predisposition to buy the traditional product
again.
Anupama Sundar D
http://www.iaeme.com/IJMHRM/index.asp 34 [email protected]
4. RESEARCH METHODOLOGY
4.1. Objective
The main objective is to analyse consumer’s repurchase behaviour towards diet food products.
Specific Objective:
To study consumers awareness of diet food products and their sources.
To analyse the attributes of diet food products that are perceived as important by consumers.
The factors that influence consumers repurchase of diet food products.
5. CONCEPTUAL MODEL AND HYPOTHESIS
H1: There is a significant association between product attributes and consumers repurchase of
diet food products.
H2: There is a significant association between demographic variables and consumers
repurchase of diet food products.
H3: There is a significant association between health conscience and consumers repurchase of
diet food products.
6. PURPOSE OF THE STUDY
Diet food products are low in fat and saturated fat and contains limited amount of cholesterol.
Diet food products help you to lose weight, and can be consumed by all the patients who
suffer from disease like diabetes, cholesterol etc. The purpose of the study is to study
differences between teenagers and adults in customer attitudes and intentions regarding
repurchase of diet food products. The determinants which can be used are food quality,
receptivity,expectations and benefits, perceived risk and health conscience.
7. STATEMENT OF THE PROBLEM
Due to the change in lifestyle the consumption pattern of consumers changed a lot. Unhealthy
diets result in a poor nutrient-to-calorie ratio, which can lead to weight gain and malnutrition
as well as related health problems. When it comes to preventing chronic disease, weight
maintenance is of primary concern. Excess weight is one of the primary effects of an
unhealthy diet. Eating a wide variety of diet food products promotes good health and helps to
protect against chronic diseases and also helps to control obesity. So the study attempts to
identify the factors that influence consumers to purchase diet food products.
A Study of Consumer Behaviour on Repurchase Patronage of Diet Food Products
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8. SCOPE OF THE STUDY
The scope of the study is limited to the diet food products.
The geographical scope of the study is confined to Mysore city.
9. SAMPLE DESIGN AND DATA COLLECTION
9.1. Sample Selection
To study the factors affecting the purchase patronage of diet food products, purposive
sampling is adopted. The idea behind purposive sampling is to concentrate on people with
particular characteristics who will better be able to assist with the relevant research. Sample of
150 is selected for this purpose.
9.2. Classification of Respondents
The respondents are classified into two categories based on their age as adults and youngsters
each carrying 75 respondents where adults falln into a age group of above 30 years and
youngsters fall into a age group between 20-30 years.
9.3. Collection of data
To evaluate the objective of the study, required data is collected from primary as well as
secondary sources.
9.4. Primary data
For the purpose of this study I conducted a survey on 150 consumers, living in Mysore city,
aged above 30 years considered as adults and between 20-30 years considered as youngsters
who are responsible for ordinary domestic shopping in different outlets such as traditional
shops and supermarkets. To attain a fair representation of consumer’s perceptions on the
subject matter, customers who came to the shopping centres were accidentally intercepted and
administered with a semi-structured questionnaire. The questionnaire covered demographic
characteristics and a list of product attributes which consumers were asked and all the
questions were provided with rating scales like, Strongly agree to Strongly Disagree.
A pilot test on 50 consumers was conducted in order to ensure that the statements were
clear and to identify redundant variables and questions that were difficult to understand. The
other benefit of the pre-test was that it provided a clear idea on the time needed to fulfill the
questionnaire. The final questionnaire Included 30 close-ended questions and it is structured
in four specific parts.
9.5. Secondary data
The secondary data is collected from sources like journals, magazines, websites etc.
9.6. Questionnaire
The data for this study was collected with a self-completion questionnaire that was
administered on a representative sample of 150 respondents. The questionnaire included
questions related to the following: participants’ knowledge about diet food products,
participants’ attitudes towards diet food products consumption, participants’ buying behaviour
when it comes to diet food products and socio-demographic data of participants (gender, age,
education level and income).Open-ended questions were used in order to collect data about
the respondents purchase behaviour regarding diet food products. In order to measure
consumers’ opinion the group of questions was rated on the five-point Likert scale as either
Anupama Sundar D
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positive or negative response to a given statement, using the following degrees: 1=“strongly
disagree”, 2= “disagree”, 3= “neither agree nor disagree”, 4= “agree” and 5=“strongly agree”.
In addition, the Likert-scales were used to determine the importance of product attributes
(taste, quality,durability, price and healthiness) as well as the motivation for buying diet food
products and future buying intentions were measured using the questions. The questionnaire
composes of 40 questions. The questionnaires are designed in the English language and are
divided into three main parts and will be described as following; Part 1 Factors influencing
consumer behavior towards diet food products: product attributes such as Perceived quality
and value, Receptivity, Convinence to buy and use, Expectation,benefits and outcome,
Preceived risk which compose of 20 questions (1-20). Part 2 –Ask respondents about health
conscience and dependent variable consumer repurchase behaviour on diet food products.It
composes of ten questions(Q 20-30). Part 3 -Ask respondents about their gender, age, house
hold and income. It composes of ten questions (Q 30-40).
10. DATA ANALYSES
Data gathered in the survey were analysed using SPSS (Statistical Package for Social
Sciences, Version 17.0.Data analysis that was deemed appropriate for the study discussed in
the following sub sections.
10.1. Factor Analysis
Given the objective of delineating the diet food products, factor analysis is a general
analytical class of procedures primarily used for data reduction and summarization is also an
interdependence technique in that an entire set of interdependent relationship is
examined.Factor analysis is used in circumstances where the objective is to identify
underlying dimensions, or factors, that explain the correlations among a set of variables and to
identify a smaller set of salient variables from a larger set for use in subsequent multivariant
analysis.
Data collected for youngsters was subjected to factor analysis procedure using principal
component method of extraction and varimax method of rotation.
Table 1 KMO and Bartlett’s Test Independent Variable
KMO and Bartlett's Test
Kaiser-Meyer-Olkin Measure of Sampling Adequacy. .870
Bartlett's Test of Sphericity
Approx. Chi-Square 588.136
Df 45
Sig. .000
KMO value is .870 so its showing there is a adequacy in collecting a samples,and significance value is
0.00
A Study of Consumer Behaviour on Repurchase Patronage of Diet Food Products
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Table 2 Total Variance Explained
Total Variance Explained
Component
Initial Eigenvalues
Extraction Sums of Squared
Loadings
Rotation Sums of Squared
Loadings
Total
% of
Variance
Cumulative
% Total
% of
Variance
Cumulative
% Total
% of
Variance
Cumulative
%
1 6.350 63.497 63.497 6.350 63.497 63.497 3.912 39.117 39.117
2 1.038 10.379 73.877 1.038 10.379 73.877 3.476 34.759 73.877
3 .698 6.979 80.856
4 .504 5.043 85.899
5 .405 4.048 89.947
6 .310 3.102 93.049
7 .232 2.324 95.373
8 .197 1.969 97.342
9 .167 1.669 99.012
10 .099 .988 100.000
Extraction Method: Principal Component Analysis.
Table 3 Screen Plot
Table 4 Rotated Component Matrix
Rotated Component Matrixa
Component
1 2
STORE .886
LOYALTY .801
EASEOFUSE .788
EXPECTATIONS .736
EXPIRYDATE .727
BENEFITS .869
FREQUENT .826
TRUST .734
ATTRIBUTE .682
SUPPORT .671
Extraction Method: Principal Component
Analysis.
Rotation Method: Varimax with Kaiser
Normalization.a
The data that were cpllected as the independent observables were subjected to factor
analysis
Procedure as described above. The items with cross loadings were deleted and items
retained for analysis had loadings more than . The screen plot from the result shows that the
slope of this curve levels out after just two factors. In addition, the two factor solution
Anupama Sundar D
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explained 73 percent of total variability. The statistic of KMO Kaiser-Mayer-Olkin Measure
of Sampling Adequacy at 0.87 indicated sampling adequacy and Barlett’s Test was
significant(.000).Based on the factor loadings, items were grouped together. All the variables
when put through factor analysis, it depicited that it can have two factors.
The KMO Barlett test value was 87%,which shows that the sample size considered it fairly
good.
The two factors are named according to the variables each factors had.
The first 5 subtests loaded strongly on Factor 1, Benefits through support all loaded strongly
on Factor 2.
Data collected for adults was subjected to factor analysis procedure using principal
component method of extraction and varimax method of rotation.
Table 1 KMO and Bartlett’s Test Independent Variable
KMO and Bartlett's Test
Kaiser-Meyer-Olkin Measure of Sampling Adequacy. .865
Bartlett's Test of Sphericity
Approx. Chi-Square 614.992
Df 45
Sig. .000
KMO value is .865 so its showing there is a adequacy in collecting a samples, and
significance value is 0.00
Table 2 Total Variance Explained
Total Variance Explained
Component
Initial Eigenvalues
Extraction Sums of Squared
Loadings
Rotation Sums of Squared
Loadings
Total
% of
Variance
Cumulative
% Total
% of
Variance
Cumulative
% Total
% of
Variance
Cumulative
%
1 6.459 64.589 64.589 6.459 64.589 64.589 4.399 43.987 43.987
2 1.070 10.704 75.293 1.070 10.704 75.293 3.131 31.306 75.293
3 .618 6.182 81.475
4 .528 5.280 86.755
5 .358 3.577 90.332
6 .290 2.900 93.232
7 .240 2.401 95.633
8 .196 1.958 97.591
9 .150 1.504 99.095
10 .090 .905 100.000
Extraction Method: Principal Component Analysis.
Table 3 Screen Plot
A Study of Consumer Behaviour on Repurchase Patronage of Diet Food Products
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Table 4 Rotated Component Matrix
Rotated Component Matrixa
Component
1 2
ATTRIBUTE .865
BODYWEIGHT .848
BENEFITS .842
TRUST .808
CLEAR .782
EXPECTATIONS .740
TASTE .846
ADVERTISEMENT .800
PRICE .755
PACKAGE .703
Extraction Method: Principal Component Analysis.
Rotation Method: Varimax with Kaiser Normalization.a
The screen plot from the result shows that the slope of this curve levels out after just two
factors. In addition, the two factor solution explained 75 percent of total variability. The
statistic of KMO Kaiser-Mayer-Olkin Measure of Sampling Adequacy at 0.86 indicated
sampling adequacy and Barlett’s Test was significant(.000).Based on the factor loadings,
items were grouped together. All the variables when put through factor analysis, it depicited
that it can have two factors.
The KMO Barlett test value was 86%,which shows that the sample size considered it fairly
good.
The two factors are named according to the variables each factors had.
The first 6 subtests loaded strongly on Factor 1, Taste through Package all loaded strongly on
Factor 2.
11. REGRESSION ANALYSIS
It is used when we want to predict the value of a variable based on the value of another
variable. The variable we want to predict is called the dependent variable (or sometimes, the
outcome variable). The variable we are using to predict the other variable's value is called the
independent variable (or sometimes, the predictor variable). If two or more independent
variables, rather than just one, then need to use multiple regression.
Table 1 For Adults
Model Summary
Model R R Square Adjusted R
Square
Std. Error of the
Estimate
1 .847a .718 .697 .54987
a. Predictors: (Constant), PRICE, BENEFITS, ADVERTISEMENT,
EXPECTATIONS, BODYWEIGHT
R denotes the correlation between predicted and observed consumer behaviour. Here R =
0.84. Since this is a very high correlation, our model predicts consumer behaviour rather
precisely.
R square is simply the square of R. It indicates the proportion of variance in consumer
behavior that can be “explained” by five predictors. Because regression maximizes R
square for sample, it will be somewhat lower for the entire population, a phenomenon known
as shrinkage. The adjusted R square estimates the population R square for our model and thus
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gives a more realistic indication of its predictive power. As R² increases (0.718) the
SEE(0.54) will decrease (better fit => less estimation error) Table 2
ANOVAa
Model Sum of Squares df Mean Square F Sig.
1
Regression 53.084 5 10.617 35.114 .000b
Residual 20.863 69 .302
Total 73.947 74
a. Dependent Variable: CONTINUOUS
b. Predictors: (Constant), PRICE, BENEFITS, ADVERTISEMENT, EXPECTATIONS,
BODYWEIGHT
Table 3
Coefficientsa
Model
Unstandardized Coefficients Standardized Coefficients
t Sig. B Std. Error Beta
1 (Constant) .168 .242
.697 .048
BODYWEIGHT .222 .115 .241 1.930 .058
ADVERTISEMENT .028 .082 .030 .345 .037
BENEFITS .016 .095 .018 .166 .006
EXPECTATIONS .661 .111 .643 5.958 .000
PRICE -.033 .086 -.035 -.378 .006
a. Dependent Variable: CONTINUOUS
The b coefficients tell us how many units consumer behaviour increases for a single unit
increase in each predictor. Like so, 1 point increase on the body weight corresponds to 0.22
points increase on the consumer behaviour. Importantly, note that all b coefficients are
positive numbers; higher bodyweight is associated with higher consumer purchase of diet
food products and so on. B coefficients having the “wrong direction” often indicate a problem
with the analysis known as multicollinearity. The column “Sig.” holds the p-values for the
predictors. As a rule of thumb, a b coefficient is statistically significant if its p-value
is smaller than 0.05. All of our b coefficients are statistically significant. Table 1 For Youngsters
Model Summary
Model R R Square Adjusted R
Square
Std. Error of
the Estimate
1 .887a .786 .771 .47885
a. Predictors: (Constant), LOYALTY, TRUST, ATTRIBUTE,
EXPECTATIONS, BENEFITS
Here R = 0.88. Since this is a very high correlation, our model predicts consumer
behaviour rather precisely.78% is the total variance in this model. As R² increases that is
0.786 the standard error of the estimate decreases to 0.47. Table 2
ANOVAa
Model Sum of Squares df Mean Square F Sig.
1
Regression 58.125 5 11.625 50.699 .000b
Residual 15.821 69 .229
Total 73.947 74
a. Dependent Variable: CONTINUOUS
b. Predictors: (Constant), LOYALTY, TRUST, ATTRIBUTE, EXPECTATIONS, BENEFITS
A Study of Consumer Behaviour on Repurchase Patronage of Diet Food Products
http://www.iaeme.com/IJMHRM/index.asp 41 [email protected]
Table 3
Coefficientsa
Model
Unstandardized Coefficients Standardized Coefficients T Sig.
B Std. Error Beta
(Constant) .077 .213 -.363 .018
BENEFITS .071 .086 -.083 -.823 .013
EXPECTATIONS .525 .103 .511 5.085 .000
ATTRIBUTE .010 .102 .010 .101 .020
TRUST .440 .090 .428 4.867 .000
LOYALTY .088 .091 .098 .971 .035
Dependent Variable: CONTINUOUS
Importantly, all b coefficients are positive numbers; higher benefits is associated with
higher consumer purchase of diet food products and so on. All b coefficient is statistically
significant if its p-value is smaller than 0.05. All the b coefficients are statistically significant.
12. RESULTS
The study show that healthiness(adults) and benefits of the product(youngsters) is a major
quality dimension when consumers evaluate diet food products. From the consumer point of
view, the success of diet food products relies on a number of inter-relating factors, including
the level of concern about general health and prepurchase expectations and benefits, perceived
quality to influence purchase decision among consumers and awareness and knowledge of
diet food products that are supposed to be beneficial. Moreover, with respect to consuming
behaviour the results derived from this analysis show that consumers purchase diet food
products mainly for health reasons, they assume that these products are beneficial in terms of
health than conventional products. The type of information and the trust on the effects of a
particular product on health constitute additional factors diet food products success. It’s
important to underline that the role of information is crucial because consumers cannot
perceive the benefit directly from the product, unlike for instance taste and other sensory
characteristics. Thus the information concerning the benefits of the diet food products can
increase the likelihood of its consumption and also results in receptivity.
13. CONCLUSIONS
The survey results reveal a positive outlook for growth of diet food products which are
gaining, even if at a different pace, more and more space in the area of food consumption.
Moreover, the consumer demand for foods to fit their specific expectations, benefits and
lifestyle will continue to increase and will have an impact on all sectors of food processing
and manufacturing, and also on the supporting industries. In this sense, new and interesting
prospects for growth are opening up for agri-business ready to embrace the changing demands
and to satisfy a growing market. From a marketing perspective, therefore, the ability to
communicate the benefits of foods is a key aspect for the success of diet food products. In this
regard, the survey showed that there is a widespread interest for more information on diet
food products. Consumers generally understand the link between food and health, and many
are interested in acting accordingly. Our findings are consistent with the results from other
studies, which evidence the positive effect of health information on consumer expectations,
perceptions or intentions. On the other hand, product information is one of the extrinsic
factors/cues that has been demonstrated to affect consumer repurchase behaviour. The two
factors, prepurchase expectations and benefits, health conscience, receptivity identified in the
study among youngsters and perceived quality, prepurchase expectations and benefits, health
Anupama Sundar D
http://www.iaeme.com/IJMHRM/index.asp 42 [email protected]
conscience identified in th study among adults, showed significant differences , with
particular reference to diet food products, and the different level of information results in a
diverse propensity to consume. Therefore, consumer acceptance of health claims and benefits
of the product can increase the intention to purchase the product.
14. FUTURE SCOPE
In this study an attempt was made to find out the factors influencing the repurchase of diet
food products among consumers. Further studies may be conducted to find the relationship
between attitude parameters and purchase of diet food products. Also, role of advertising,
sales promotion, brand image may be explored in detail regarding repurchase of diet food
products. Therefore further research suggests if the sample should be a larger and should
include diversified of consumers who live in different cities and wide range of ages. The
result will lead to more understanding of consumers towards diet food products
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