African Journal of Hospitality, Tourism and Leisure Vol. 4 (1) - (2015)
ISSN: 2223-814X Copyright: © 2014 AJHTL - Open Access- Online @ http//: www.ajhtl.com
Exploring the tourism potential of
Mafikeng, South Africa
Professor J.J. Prinsloo
Graduate School of Business & Government Leadership
North-West University, South Africa.
&
Professor T.G. Pelser*
Graduate School of Business and Leadership
University of KwaZulu-Natal, Westville Campus, Private Bag X54001
Durban, South Africa.
Tel: 031 260 7564 / Fax: 031 260 7679 / Mobile: 083 324 0402
Email:
[email protected]
*Corresponding author
Abstract
The majority of tourism-related studies are done with the consumer, namely the tourist, in mind. This
paper, however, aims to explore the way in which the impact and potential of tourism is perceived by the
local population in and around Mafikeng, the capital city of South Africa’s North West Province. During this
investigation, data was collected in two different ways. Firstly, focus group interviews were held with
senior marketing students in order to identify relevant variables (activities) related to the impact and
potential of tourism. These variables were then used to design a Likert scale (5-point attitude) question.
This questionnaire was distributed to a sample drawn from a population that consisted of local inhabitants
of the Mafikeng (also known as Mahikeng) area.
A quantitative analysis of the 128 responses was conducted in order to determine the perceptions of local
residents. Various groupings of perceptions were identified through a cluster analysis. The study found
that local residents generally had a positive perception of the impact and potential of tourism in the
Mafikeng area. In addition, this research has also made a contribution to the development of a profile of
the local residents regarding general perceptions of tourist activities in the Mafikeng area. The different
perceptions identified during the cluster analysis have the potential to inform future research.
Keywords: Mafikeng, consumer, local residents, attitude, tourism
Source: http://static.flowsa.net/cache/ce_cache/made/5e33a8c371b0a73c/Mafikeng%20Town
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African Journal of Hospitality, Tourism and Leisure Vol. 4 (1) - (2015)
ISSN: 2223-814X Copyright: © 2014 AJHTL - Open Access- Online @ http//: www.ajhtl.com
Introduction
The tourism literature has assigned
increasing importance to residents’ support
for fostering tourism development (Gursoy,
Jurowski & Uysal, 2002; Fredline & Faulker,
2000; Ryan, Scotland & Montgomery,
1998). This suggests that there is an
essential interaction component that
contributes
to
the
tourist’s
overall
experience
of
a
particular
tourist
destination. Since a tourism product is
consumed at a particular destination,
positive and negative influences can be
transmitted to both the tourist and the
resident population (Brida, Osti & Faccioli,
2011). Residents with an economic
dependency on tourism will more likely have
a strong positive attitude towards tourism,
but they are also “quick to identify negatives
associated with tourism” (Inbakaran &
Jackson, 2006:61).
The aim of this paper is to determine to
what extent local residents perceive their
town to be an acceptable tourist destination
and how adept it is at attracting and
accommodating a potential tourism industry.
Literature review
Relevant concepts
The following literature review explores
various concepts that place the study in
context and allow a better understanding of
its findings. Relevant definitions are
presented, and tourism in the North West
Province and Mafikeng’s history and its
influence on tourism are also discussed.
Tourism
Tourism is defined as the activities of
people travelling to and staying in places
outside their usual environment for no more
than one consecutive year for leisure,
business and other purposes not related to
the exercise of an activity remunerated from
within the place visited (World Tourism,
2013). More than 20 years ago Mill and
Morrisson, 1992 (cited in George, 2013:20)
defined tourism as “the term given to the
activity that occurs when tourists travel. This
encompasses everything from the planning
of the trip, the travel to the place, the stay
itself, the return and the reminiscences
about it afterwards. It includes the activities
the traveller undertakes as part of the trip,
the purchases made, and the interactions
that occur between host and guest. In sum,
it is all of the activities and impacts that
occur when a visitor travels.” This definition
still applies in the context of the current
literature.
However, tourism in itself cannot create a
favourable image or perception amongst all
parties concerned,
independently. The
marketing of this specialised service should
also not be seen as something that can only
be undertaken by large tourism corporations
or companies (including national and local
relevant governmental departments). Thus,
marketing should become a tourism
business philosophy incorporated and
integrated in the execution of this
specialized service.
Tourism and Marketing
Marketing should be considered an
investment rather than an expense
(Groenewald, Prinsloo & Pelser, 2014:525).
Marketing as a separate entity has no
contributory elements, it needs to be linked
to a product or service (tourism in this
case).
Tourism, as already mentioned, is a service
which is defined by Dibb, Simkin, Pride &
Ferrell (2012:12) as the application of
human and mechanical efforts to people or
objects in order to provide intangible
benefits to customers. Although the
definition seems simple, it needs to be
understood and interpret in context with the
specific tourism environment.
Although tourism (in general) is a service,
each tourist service differs dramatically from
each other. The differentiation is determined
by market factors that are partially
controllable by the tourist industry
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ISSN: 2223-814X Copyright: © 2014 AJHTL - Open Access- Online @ http//: www.ajhtl.com
marketers. These factors would include
suppliers, intermediaries, and consumers,
quantitative and qualitative aspects of the
market, competitors and consumerism
(Lamb,
Hair,
McDaniel,
Boshoff,
Terblanche, Elliot & Klopper, 2011:41).
Marketing’s function is thus to communicate
such an honest and realistic message to
potential tourists and tourist recipients that
would lead to positive attitudes and
perceptions (positive perceptions create
tangible realities).
Attitudes and perceptions
One of the first studies to recognise that the
economic effects of tourism alone do not
give a comprehensive vision of the tourism
phenomenon was by Pizam (1978). He
examined the negative impacts of tourism
on the social sphere. Thus one aspect of
the social impact which is often investigated
is the effect of tourism on the host
community. To measure the impacts of
tourism on the local population, their
reactions should be investigated, and an
analysis of their attitudes and perceptions
should accordingly be involved.
According to Eagle and Chaiken (1993) “…
attitude is a psychological tendency that is
expressed by evaluating a particular entity
with some degrees of favour or disfavour
[…] evaluating refers to all classes of
evaluative responding, whether overt or
covert, cognitive, affective or behavioural.”
When tourism is being considered this
definition tends to change its focus
somewhat. Attitudes towards travel and
tourism are subsets of wider views about
people (whether they are tourists or
destination residents), desired quality of life
and how to achieve it (Middleton, Fyall,
Morgan & Ranchod, 2009:65). This,
however, varies according to different
national cultures and the places people live,
which are reflected and stimulated by the
media.
Perception is simply the way we see things.
Various reports in the literature seem to
have similar explanations. According to
Berg and Theron (2006:116), “… perception
is a selective process which shapes one’s
awareness of one’s reality.” It is also
important to note that consumers’ (and
residents’) perceptions can cause them to
attach their own interpretation to a
message, which may not be quite what the
marketer intended (Du Toit, Erasmus &
Strydom, 2010). Probably the most
pertinent explanation (to this study) is given
by George (2013:193), who states that
“perception is a function of motivation,
learning and attitudes, and especially
related to previous experience.” This refers
to the way in which residents interpret their
environment via their senses. The following
section will focus on the “environment”, or
destination, as it is presented in the wider
tourism literature.
Destination
A destination, or more specifically, a tourist
destination, cannot exist commercially
without the influence or impact of a
specialised marketing effort. According to
George
(2013:474),
marketing
of
destinations brings all aspects of tourism
together. These aspects include, among
others, marketing, transport, attractions,
accommodation and hospitality services –
as well as the host community. Buhalis
(2000:75) attempted to define a destination
as follows: “… a destination represents an
amalgam of tourism products, offerings and
integrated experience to consumers.”
George (2013:475) refers to the “amalgam
of tourism products” as the destination mix
of simply the 6 As, which are attractions,
amenities, accessibility, ambience, available
packages and ancillary services.
Sharpley and Stone (2011:11) expand on
the idea of a destination by referring to a
“destination image”. This image refers to
how the destination attracts, holds and
establishes the criteria against which
visitors can evaluate their experience. Beerli
and Martin (2004) and Ryan and Gu (2008)
support the point of view by Sharpley and
Stone by referring to destinations as
packages of opportunity to fulfil perceived
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wants – destinations are therefore not
simply physical spaces but are also places
of constructed meaning. Such meanings
may be culturally determined as the visitor
interacts with the place as experienced, the
place as described by the tourist destination
marketing organisation, and possibly the
place as a place of everyday residence.
Raza (2005:37) approaches destinations as
products and brands, thus limiting their
lifecycle by referring to them as “destination
fashions”. One year a specific destination
may be the “product” of choice, while in the
next year “it” could be forgotten. What,
therefore, can a destination do to combat
this fashion tendency described by Raza?
Raza (2005:38) refers to “keeping its
product up to date”. The question is, how do
you keep your destination “up to date”? A
simplistic marketing approach could be to
analyse your destination as well as the
determined target audience in order to
create an appropriate positioning strategy.
Tourism in North West Province
South Africa’s North West Province extends
from Gauteng to the Molopo River, which
marks the border between South Africa and
Botswana. The Magaliesberg mountains
and the Kalahari Desert are situated on
either side of the province’s borders. The
region is characterised by a contrasting
landscape that varies from lush forest to
typical African bushveld. Gold, platinum and
diamond mining, together with various
agricultural activities, contribute significantly
to the South African economy (North West
Tourism Destinations, 2013).
There are a number of tourist attractions in
North West Province, which include
Pilansberg National Park, Sun City Resort,
Madikwe Game Reserve, De Wildt Cheetah
and Wildlife Trust, Lesedi Cultural Village,
Cradle of Humankind, Taung Heritage Site,
Barberspan Bird Sanctuary and Royal
Bafokeng Stadium.
Elephant-back game viewing, mountain
biking, extreme cave diving, hot air
ballooning and game hunting are some of
the adventure-oriented tourist activities that
can be found in this region. Although these
attractions and activities are to be found in
the entire region, this paper focuses on the
town of Mafikeng. The following section will
explore Mafikeng and its tourism potential.
History of Mafikeng
The town of Mafikeng was founded in 1880
by British mercenaries who exchanged their
services for land grants, and the region
initially served as the headquarters of the
Barolong Boo Ratshidi tribe. Sir Charles
Warren formally laid out the town close to
the mercenaries’ farms, and it then became
the region’s administrative centre and the
headquarters of the Bechuanaland Border
Police.
The town gained international fame in 1899
when 5 000 men under the command of the
Boer leader, Piet Cronje, laid siege to it. A
total of 2 000 British troops were stationed
there under the command of Colonel
Baden-Powel. The siege lasted seven
months and was eventually lifted on 26 May
1899.
The name “Mafikeng” is a Setswana word
meaning “places of stones”. In Setswana,
“fika” is the word for stone, “mafika” is the
plural, and the “eng” ending denotes “place
of”. The British colonists spelt the name
“Mafeking”, a spelling which was commonly
used by the British scouts. The correct
spelling, however, is “Mafikeng” (Muller,
1993).
Tourism activities in Mafikeng
Mafikeng offers a variety of attractions,
activities and experiences to the visitor.
Attractions include the Mafikeng museum,
located in the old town hall which was built
in 1902, and officially opened in 1903. The
Dr Molema (1819 – 1965) Surgery is
another well-known landmark – it was the
official surgery of the first qualified black
African medical doctor in South Africa. The
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African Journal of Hospitality, Tourism and Leisure Vol. 4 (1) - (2015)
ISSN: 2223-814X Copyright: © 2014 AJHTL - Open Access- Online @ http//: www.ajhtl.com
Kgotla is a semi-cicular meeting place and
seat of the Chiefdom and Royal House of
the Barolong Boo Ratshidi. The Stadt
School is believed to be the earliest school
north of the Orange River, and was
established in 1878 by Silas Molema. Just
outside Mafikeng, two popular dams, the
Letlomoreng and Disaneng dams, are still
being used for functions and water sports
(Mmabatho Palms, 2013:1).
The Botsolano and Mafikeng Game
Reserves are popular tourist destinations
for their white rhino breeding, bird viewing
and variety of plains for game viewing.
Another popular game reserve is the
Lotmamoreng Game Reserve, which boasts
a demarcated waterfowl sanctuary, a
designated recreational area and a cultural
village site. Cooks Lake and Ponds is a bird
sanctuary on the outskirts of town which will
appeal to the less adventurous (Mmabatho
Palms, 2013:2).
benefits of tourism. Their study revealed
that women perceived tourism development
more negatively than did men. Urbanisation,
crime and decreasing security were cited by
women as problems associated with
tourism. Sharma and Dyer (2009) also
indicate that there are a number of factors
that influence residents’ attitudes towards
tourism. Some of these involve the
proximity of residents’ homes to popular
tourist destinations, the type of tourism, the
length of residents’ stay in the community
and residents’ demographic characteristics.
Generally, a positive attitude towards
tourism is associated with gender (female),
employment, level of income, level of
education, and the place where people live
(urban or rural) (Allen, Hafer, Long &
Perdue, 1993; Inbakaran & Jackson, 2006).
Various factors that influence residents’
perceptions of tourism have been identified
by Brida et al. (2011:361). These are:
Among the historical sites that are
considered tourist attractions are Bethels
Rock, the Cecil John Rhodes Monument,
Boer War concentration camp cemeteries,
Kanonkopje and the Moshoeshoe graves
(Tourism North West, 2013:2).
Community attachment or length
of residence – the longer an
individual has resided in a
community, the more negative will
be the attitude towards tourism
development.
An appreciation of some of the features that
give the Mafikeng area tourism potential is
important to an understanding of the
findings presented in this paper. The
following section focuses on how residents’
perceptions can contribute to the possible
development of the tourism industry.
Knowledge
about
tourism,
contact
with
tourists
and
concentration
of
visitors
–
Anderson (cited in Brida et al., 2011)
discovered that the greater the
knowledge about tourism possessed
by the residents and the more
intense their contact with tourists,
the more positive will be their
perceptions of the benefits of
tourism.
Proximity to the tourism centre –
the closer the resident lives in
proximity to the tourism centre or
attraction, the more negative will be
his attitude towards tourism.
Personal reliance on tourism – the
attitude
of
residents
whose
Resident’s
attitudes
perception of tourism
towards
and
A great deal of research seems to have
been conducted into the attitudes of
residents towards tourism. This has allowed
researchers to expand their focus and has
led to an exploration of how these
perceptions are counterbalanced by the
economic benefits of tourism.
Harril and Potts (2003) note that gender
might influence perceptions regarding the
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livelihoods depend on tourism is
more favourable.
Level
of
participation
in
recreational activities – attitudes
will be positive if residents perceive
tourism as a factor that improves
their recreational facilities, and
negative if they believe that tourism
may result in their being denied their
traditional leisure pursuits.
Demographic variables – the
effects of some of these variables
such as age, language, sex and
marital status have been mentioned
in the literature study.
Seasonality – Rothman (1978)
found that communities with long
experience of seasonality are able to
adapt to inconveniences and
therefore do not have a negative
attitude.
Tourism taxes and perceived
future of the community – special
tourism
taxes
are
negatively
correlated to support for tourism
development, and support for
tourism restrictions is positively
correlated to perceived negative
impacts of tourism and the perceived
future of the community.
Development
stage
of
a
destination – Dietrich and GarciaBuades (2008) demonstrated that
when levels of development are still
low, residents tend to show positive
attitudes towards tourism, since the
potential benefits are considerable,
and only after a certain threshold
point do attitudes begin to become
more negative, because of the
prevailing costs related to tourism.
In conclusion, it would be logical to accept
the proposition that residents evaluate
tourism in terms of social exchange, that is,
they evaluate tourism in terms of the
expected benefits or costs that they obtain
in return for the services that they supply. It
is thus assumed that host resident
individuals seek tourism development for
their community in order to satisfy their
economic, social and psychological needs
and to improve the community’s wellbeing.
Problem statement
Although Mafikeng is the capital of South
Africa’s North West Province, which offers a
wide variety of tourist attractions and
activities, there seems to be an ambivalent
view of Mafikeng as a holiday or tourist
destination option.
It is thus important to understand the
perceptions of the local residents regarding
the impact and potential of tourism in order
to gain insight into the nature and extent of
the differing points of view and how they
may affect the tourism potential of the area.
Research methodology
This paper adopted both qualitative and
quantitative research approaches (the
mixed-method
approach)
and
was
explorative in nature.
“Qualitative research is a situated activity
that locates the observer in the world,
consisting of a set of interpretive, material
practices that makes the world visible by
using
interviews,
conversations,
photographs and recordings”, according to
Denzin and Lincoln (2005:3).
“Quantitative research is a formal, objective,
systematic process in which numerical data
are used to obtain information about the
world and is used to describe variables, to
examine relationships among variables and
to determine cause and effect interactions
between variables”, according to Burns and
Grove (2005:23).
A mixed-method approach is advantageous
as
it
enables
the
researcher
to
simultaneously answer confirmatory and
exploratory questions, thereby verifying and
generating theory in the same study
(Tashakkori & Teddlie, 2003:15). Qualitative
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and quantitative data were therefore
collected from a focus group discussion.
Exploratory research is designed to explore
ideas and gain insights in order to obtain a
proper definition of the problems at hand
and is therefore appropriate to any problem
about which very little is known (Creswell,
2009:18).
Population and sample
Sampling is the selection of a fraction of the
total number of units of interest for the
ultimate purpose of being able to draw
general conclusions about the entire body of
units (Parasuraman, Grewal & Krishnan
2007:356).
Samples are used because it is not possible
to work with the entire population. The
statistics computed from the sample will
accurately estimate the corresponding
parameters, at least on average. A sample
that does this is said to be representative
(Sharpe, De Veaux & Velleman, 2011:33).
According to Collis and Hussey (2003:155160), a sample is made up of some of the
members of a “population” (the target
population), which refers to a body of people
or to any collection of items under
consideration for the purpose of the
research. A “sampling frame” in turn refers
to a list or any other record of the population
from which all the sampling units are drawn.
For the purpose of this research the
population consisted of residents living
within the geographical borders of the town
of Mafikeng.
The sample consisted of
respondents who were asked to complete
the prepared questionnaires at their
convenience.
Measuring instrument
Focus group interviews were held using
senior BCom (Tourism Marketing) students
from the Mafikeng campus of North-West
University as participants. Interviews were
recorded and later transcribed. The
transcriptions were used to determine
relevant tourism-related variables. The
researcher scheduled and conducted two
focus group interviews over a period of one
week.
Although the interviews were
recorded, the researcher made personal
notes of all the answers and certain key
points during the interviews.
A Likert-scale question was developed using
a 5 point scale, ranging from poor, fair,
average, good, to very good. Participants
were asked to rate their preferences
regarding 11 different tourism activities –
based on literature and focus group
interviews.
For this study, the technique comprised a
process where respondents had to evaluate
the importance of each of the activities
relative to the remainder of the attributes
The mentioned activities include the
following:
attractions,
entertainment,
adventure, shopping, infrastructure, people
behaviour, historic value, prestige as town,
tourism destination, overnight facilities and
tourist safety.
When the questionnaire for this research
was developed, great care was taken to
ensure that the wording of the questionnaire
was clear, simple and easy to comprehend
without compromising the objective of the
study. The questions followed the natural
direction in which conversation would flow,
from simple questions to more complex
questions towards the end.
Demographic variables were adapted to fit
the South African context by using a
validated South African demographic
questionnaire from Hardy (2008) and
included age, gender, education level,
employment status, marital status, home
language, race and Living Standard
Measure (LSM).
LSM is the most widely used marketing
research tool in South Africa. It involves a
classification of the population into ten LSM
groups, 10 being the highest. Respondents
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therefore had to indicate the household’s
monthly income as listed.
The demographics questions were used to
tentatively determine a profile of the
respondents and collect data that could be
used
for
further
analysis.
The
demographics included age, gender,
income, race, marital status, employee
status and level of education.
A pilot test was undertaken before the data
collection process started. A pilot study is
done to conduct research on a small scale,
in similar circumstances and with similar
participants to those who will be used in the
full-scale study. The pilot study serves as a
guide for the larger-scale study, to ensure
that the selected procedures will work and to
prevent the risk of the actual study being
flawed (Zikmund & Babin, 2010:62).
The pilot study was intended to increase the
effectiveness of the instruments and provide
an opportunity to make modifications and
corrections. The pilot test was conducted in
May 2012 on a total of 19 typical residents
to validate the study instruments. No
significant amendments were considered
necessary after completion of the pilot
study, which made it possible to include the
respondents involved in the pilot study in the
sample of the main study.
Data analysis
The analysis of data requires a number of
closely related operations, such as the
establishment of categories, the application
of these categories to raw data through
coding, tabulation and then the drawing of
statistical inferences. The data should be
condensed into a few manageable groups
and tables for further analysis (Kothari,
2006:18).
The Statistical Package for the Social
Sciences Incorporated (SPSS Inc) (2013),
IBM SPSS Statistics version 21, release
21.0, was used to statistically analyse the
data collected in the survey.
Descriptive statistics (frequencies, means
and standard deviations) were used to
analyse the data. A cluster analysis as well
as t-tests were performed. SPSS was
chosen for its superior analysis capabilities
while at the same time being able to handle
the multiple forms of data collected in the
survey.
SPSS was therefore used to calculate all
frequency and descriptive statistics as well
as most graphical presentations.
Findings
The findings are first presented with
demographic data in table format (Table 1),
followed by a dendrogram (resulting from a
cluster analysis) and then the result of the
independent t-test.
Demographic results
Demographic data collected during this
study indicated that the respondents mainly
consisted of Setswana-speaking females
with a relatively low income. Although
female respondents were in the majority,
their male counterparts comprised 42% of
the gender distribution.
A relatively large percentage of the
respondents were single and between the
ages of eighteen and thirty, with a 49%
probability
of
being
graduates.
Unexpectedly, 30% of the respondents were
employed within the government sector,
26% were unemployed and 25% were
employed in the private sector.
In summary, the respondents from the
Mafikeng area were characterised as being
relatively young, educated and single, all of
which makes future growth possible.
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Table 1: Demographic profile of sampled residents in Mafikeng
GENDER (n=125)
INCOME BRACKET (n=93)
Male
42%
R3 000 – R8 000
40%
Female
58%
R8 001 – R13 000
22%
R13 001 – R18 000
13%
LANGUAGE (n= 125)
Setswana
75%
R18 001 – R23 000
12%
Other
25%
R23 001 – R28 000
3%
R28 001 – R33 000
3%
RACE (n=127)
Black
90%
R33 001 – R38 000
1%
White
5%
R38 001 – R43 000
3%
Coloured
6%
R43 001 – R48 000
1%
R53 001 – above
2%
MARITAL STATUS (n=128)
Single
63%
ACADEMIC QUAL. (n=122)
Married
22%
Primary School
Divorced
3%
Some secondary school (Grade 7 – 11)
11%
Widowed
2%
Matric (Std 10/Grade 12)
31%
Living w/Partner
10%
INDUSTRY (n=122)
1%
Some tertiary education (no qualification)
6%
Completed a technical trade programme
2%
Private Sector
25%
Tertiary qualification, BA, Bcom, etc.
34%
Government Sector
30%
Post-grad qualification
15%
Unemployed
26%
AGE GROUP (n=121)
Self Employed
11%
18 – 25
50%
7%
26 – 30
22%
11%
31 – 35
6%
36 – 40
9%
41 – 45
3%
Other
Self Employed
46 and above
10%
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Cluster Analysis
A Cluster Analysis consists of a set of
techniques used to put items into groups.
These groups contain items that, within a
group, are similar – but one group will differ
from another (Bradley, 2010:322). Thus the
cluster analysis in this case using Ward’s
method of Euclidean distances yielded two
main clusters. These clusters are based on
a dendrogram (Figure 1) for 120 cases.
Figure 1: Dendrogram
The dendrogram presented in Figure 1
shows that two distinct groups emerged
from the statistical data analysis. However,
the two groups that emerged from the
cluster analysis indicate a highly positive
(Group 1) and a neutral group (Group 2)
(Table 2).
receptive to accommodate
different levels (activities).
tourists
on
The neutral group, although neutral in their
responses, reflected a level of uncertainty. It
must be noted that the neutral group
represented a small percentage of the total
sample.
The highly positive group is indicative of
Mafikeng (region) to be highly capable and
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African Journal of Hospitality, Tourism and Leisure Vol. 4 (1) - (2015)
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Table 2: Group statistics
Ward Method
Attraction
Entertainment
Adventure
Shopping
Infrastructure
Behaviour
Historic value
Prestige
Destination
Overnight
Safety
Mean
Std. Deviation
1
2.963
1.0119
2
1.775
.8619
1
2.913
1.1713
2
2.175
.9306
1
2.825
1.0998
2
1.475
.5986
1
3.163
1.0726
2
2.050
.7828
1
2.600
1.1429
2
1.700
1.1368
1
3.563
.9917
2
2.325
1.0952
1
3.725
.9805
2
2.950
.9044
1
2.963
.9736
2
2.050
.8149
1
3.050
1.0051
2
1.950
.6775
1
3.163
.9202
2
2.825
1.1959
1
3.450
.9924
2
2.150
1.0513
Independent t-tests
The independent t-test compares the means
between two unrelated groups (positive and
neutral) on the same continues dependent
variable (Table 3).
Table 3: Group statistics
Ward Method
Q3Age Positive
Neutral
N
Mean
Std.
Deviation
76
30.000
10.1338
37
25.135
7.1963
pvalue*
0.04
Effect size
0.48
* If a random sample is used then it can be assumed that the age variable is statistically significant
The analysis results in Table 3 indicate
practical significant differences between the
mean as well as the effect size. According to
Ellis and Steyn (2003), p value results for
significant levels are as follows:
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African Journal of Hospitality, Tourism and Leisure Vol. 4 (1) - (2015)
ISSN: 2223-814X Copyright: © 2014 AJHTL - Open Access- Online @ http//: www.ajhtl.com
≈ 0.2 small:
difference
no
practically
significant
a supportive capacity and as a potential
partner.
≈ 0.5 medium: practically visible difference.
≈ 0.8 large: practically significant difference.
References
A p value of 0.04 indicates medium practical
differences between the neutral and positive
group. There is a practical visible difference
between the ages of the positive and neutral
groups – the positive group is on average 30
years old and the neutral group 25.14 years
old.
Allen, L.R., Hafer, H.R., Long, P.T. &
Perdue, R.R. (1993). Rural residents’
attitudes toward recreation and tourism
development. Journal of Travel Research,
31(4): 27 – 33.
The results also indicate significant
differences between the two groups and
race. However, it is to be noted that 90% of
the respondents belong to the black
demographic. Different t-tests as well as
cross-tabulations regarding the clusters and
the demographics resulted in no significant
differences.
Recommendation and conclusion
The majority of tourism-related studies are
done with the consumer, in other words, the
tourist, in mind. This paper, however,
explored the way in which the impact and
potential of tourism is perceived by the local
population in and around Mafikeng, the
capital city of South Africa’s North West
Province.
The study found that local residents
generally had a positive perception of the
impact and potential of tourism in the
Mafikeng area. In addition, this research
has also made a contribution to the
development of a profile of the local
residents regarding general perceptions of
tourist activities in the Mafikeng area. The
different perceptions identified during the
cluster analysis have the potential to inform
future research.
Further investigation of a future tourism
development marketing strategy for this
region should be considered, developed and
implemented. Finally, it is recommended
that local government should be involved in
Beerli, A. & Martin, J.D. (2004). Factors
influencing destination image. Annals of
Tourism Research, 31(3): 657 – 681.
Berg, Z. & Theron, A. (2006). Psychology
in the work context. Third Edition. Oxford:
South Africa.
Bradley, N. 2010. Marketing research:
tools and techniques. Second Edition.
Oxford. United States.
Brida, J.G., Osti, L. & Faccioli, M. (2011).
Residents’ perception and attitudes towards
tourism impacts. Benchmarking: An
International Journal, 18(3): 359 – 385.
Buhalis,
D.
(2000).
Marketing
the
competitive destination of the future.
Tourism Management, (21)1: 97 – 116.
Burns, N. & Grove, S.K. 2005. The practice
of nursing research: conduct, critique,
and utilization. St. Louis: Elsevier.
Collis, J. & Hussey, R. (2003). Business
research:
a
practical
guide
for
undergraduate
and
post
graduate
students. Palgrave: Macmillan.
Creswell, J.W. (2009). Research design:
qualitative, quantitative and mixed
methods
approach.
Third
edition.
California: Sage.
Dibb, S., Simkin, L., Pride, W.M. & Ferrell,
O.C. (2012). Marketing: Concepts &
Strategies. 6th Edition. Cengage Learning.
EMEA.
12
African Journal of Hospitality, Tourism and Leisure Vol. 4 (1) - (2015)
ISSN: 2223-814X Copyright: © 2014 AJHTL - Open Access- Online @ http//: www.ajhtl.com
Dietrich, A. & Garcia-Buades, E. (2008).
Locals’ perceptions of tourism as indicators
of
destination
decline.
Tourism
Management, 30: 1 – 10.
Denzin, N.K. Lincoln, Y.S. (2005).
Handbook of Qualitative Research.
Thousand
Oaks.
California:
Sage
www.trust.africa.org/icbe.pdf. .
Du Toit, G.S., Erasmus, B.J. & Strydom,
J.W. (2010). Introduction to Business
Management. Eighth Edition. Oxford: South
Africa.
Eagly, A.H. & Chaiken, S. 1993. The
psychology of attitudes. Orlando, FL, US:
Harcourt
Brace
Jovanovich
College
Publishers. xxii. 794
Ellis, S.M. & Steyn, H.S. (2003). Practical
significance (effect sizes) versus or in
combination with statistical significance (pvalues). Management Dynamics, 12(4): 51
– 53.
Fredline, E. & Faulkner, B. 2000. Host
community reactions: a cluster analysis.
Annals of Tourism Research, 27(3): 763 –
784.
George, R. (2013). Marketing tourism in
South Africa. Oxford: University Press.
Groenewald, A.C., Prinsloo, J.J. & Pelser,
T.G. (2014). Strategic marketing insights for
small business meat retailers. International
Business
&
Economics
Research
Journal, 13(3): 525 – 538.
Gursoy, D., Jurowski, C. & Uysal, M. (2002).
Resident’s attitudes – a structural modelling
approach. Annals of Tourism Research,
29(1): 79 – 105.
Hardy, A.
(2008). Demographical
questionnaire.
(Demographical
questionnaire of the statistical consultation
service of the University of Johannesburg.)
Harril, R. & Potts, T. (2003). Tourism
planning in historic districts: attitudes
towards tourism development in Charleston.
Journal of the American
Association, 69(3): 233 – 44.
Planning
Inbakaran, R. & Jackson, M. (2006).
Resident attitudes inside Victoria’s tourism
product regions: a cluster analysis. Journal
of Tourism and Hospitality Management,
13(1): 59 – 74.
Kothari,
C.R.
(2006).
Research
methodology: methods and techniques.
Second Edition.
New Delhi: New Age
International.
Lamb, C.W., Hair, J.F., McDaniel, C.,
Boshoff, C., Terblanche, N., Elliot, R. &
Klopper, H.B. (2010). Marketing. 4th Edition.
Oxford University Press, Southern Africa
(Pty) Ltd.
Middleton, V.T.C., Fyall, A., Morgan, M. &
Ranchod, A. (2009). Marketing in travel
and tourism. Fourth Edition. Butterworth –
Heineman: Elsevier.
Mmabatho Palms (2013). Retrieved 6 June
2013, from
http://www.mmabathopalms.co.za/peermont
/content/en/mmabatho/ mmabatho-family.
Muller, C.F.J. (1993). 500 Years: A History
of South Africa. Third Edition. Academica:
Pretoria.
North West Tourism Destinations. (2013).
Retrieved
4
June
2013,
from
http://www.tourismnorthwest.co.za/Destinati
onNW.pdf.
Parasuraman, A., Grewal, D. & Krishnan, R.
(2007). Marketing Research.
Second
Edition. Houghton Mifflin: New York.
Pizam, A. (1978). Tourism impacts: the
social costs to the destination community as
perceived by its residents. Journal of
Travel Research, 16(4): 8 – 12.
Raza, I. (2005). Heads in Beds:
Hospitality and Tourism Marketing.
Pearson/Prentice Hall: Upper Saddle River.
13
African Journal of Hospitality, Tourism and Leisure Vol. 4 (1) - (2015)
ISSN: 2223-814X Copyright: © 2014 AJHTL - Open Access- Online @ http//: www.ajhtl.com
Rothman, R. (1978). Residents and
transients: community reaction to seasonal
visitors. Journal of Travel Research, 16(3):
8 – 13.
Ryan, C. & Gu, H. (2008). Destination
branding and marketing: The role of
marketing organisations. In H. Oh (Ed)
Handbook of Hospitality Marketing
Management (pp. 383 – 411). Oxford:
Butterworth Heineman.
Ryan, C., Scotland, A. & Montgomery, D.
(1998). Residents’ attitudes to tourism
development: a comparative study between
the Rangitikei, NZ and Bakewell, UK.
Progress in Tourism and Hospitality
Research, 4(2): 115 – 30.
Sharma, B. & Dyer, P. (2009). Residents’
involvement in tourism and their perceptions
of tourism impacts. Benchmarking: An
International Journal, 19(3): 351 – 371.
Sharpe, N.R., De Veaux, R.D. & Velleman,
P.F. (2011). Business statistics: a first
course. Boston: Pearson.
Sharpley, R. & Stone, P.R. (2011). Tourist
experience: contemporary perspectives.
Oxon: Routledge.
Tashakkori, A. & Teddlie, C. (2003).
Handbook of mixed methods in social
and behaviour research. Thousand Oaks,
California: Sage.
Tourism North West. (2013). Retrieved 5
June
2013,
from
http://www.tourismnorthwest.co.za/mafikeng
/tribal_origins.html. World Tourism (2013).
Retrieved
7
May
2013,
from
http://www.world-tourism.org.
Zikmund, W.G. & Babin, B.J. (2010).
Exploring marketing research. 10th
Edition. International edition. Ohio: Thomson
South Western.
14