SCHOOL OF PUBLIC HEALTH 
COLLEGE OF HEALTH SCIENCES 
UNIVERSITY OF GHANA 
 
 
 
PERCEPTIONS OF GENETICALLY MODIFIED FOODS (GMFS) 
AND ITS PERCEIVED RISKS AND BENEFITS ON HEALTH 
AMONG UNIVERSITY OF GHANA (UG) STUDENTS 
 
BY 
JOHNNY OWUSU 
(10508280) 
 
THIS DISSERTATION IS SUBMITTED TO THE UNIVERSITY OF 
GHANA, LEGON IN PARTIAL FULFILMENT OF THE 
REQUIREMENT FOR THE AWARD OF MASTER OF SCIENCE 
IN APPLIED HEALTH SOCIAL SCIENCE DEGREE 
 
 
 
JULY, 2015
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DECLARATION 
I, Johnny Owusu, do hereby declare that, with the exception of other people’s works 
which have been duly acknowledged, this dissertation is my own work under the 
supervision of Dr. Emmanuel Asampong, and that this work, either whole or in part, has 
not been presented elsewhere for another degree.  
 
 
 
 
……………………………….                                              ……….…………………… 
            Johnny Owusu                                                                              Date 
                 (Student) 
 
 
 
……………………………….                                             ……………………………. 
   Dr. Emmanuel Asampong                                                                      Date 
             (Supervisor) 
 
 
           
   
 
 
 
 
 
  
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DEDICATION 
I dedicate this work to my Parents, Georgina Owusuaa and Joseph Mensah Atta, and 
my siblings who have been my source of encouragement. 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
  
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ACKNOWLEDGEMENT 
I am highly grateful to the almighty God for His grace and mercy upon my life throughout 
this study.  
I am deeply thankful to my academic supervisor, Dr. Emmanuel Asampong for his 
guidance and support throughout this study. Many thanks go to Mr. Dwomo of the 
Department of Biostatistics, School of Public Health for his support to have this work 
done. 
I am also thankful to all lecturers who supported me, especially Dr. Collins Ahorlu and 
to all students of the University of Ghana who took part in the study. 
Finally, I say a big thank you to my senior brother; Mr. Benson Atta, for his financial 
support and encouragement to carry out this study. 
 
 
 
 
 
 
 
 
 
 
 
  
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ABSTRACT 
Introduction -Genetically modified foods (GMFs) are foods containing Genetically 
Modified (GM) ingredients produced by using modern molecular and cellular biology 
techniques. People are widely exposed to GM foods through either direct or indirect 
consumption of processed foods produced using GM ingredients. After the inception of 
the first commercial GMFs in the early 90s, contentions arose with regards to the 
potential benefits and risks to human health and the environment. 
Method -This cross sectional descriptive study examined the perceptions of students of 
the University of Ghana about GMFs effects on health. A total of 194 students from 
different colleges of the University participated in the study. Data entry and analysis was 
done using STATA 13. Chi square was used to assess the association between the 
outcome variables and explanatory variables. P < 0.05 was used to denote statistical 
significance. 
Results -The study revealed that the students had high awareness of GMOs and GMFs. 
The study also found television and radio as the students’ major source of information 
on GM issues. Generally, many of the students believed that consumption of GMFs could 
be harmful to health with cancer and allergy as their major concern. However, others also 
thought enhanced nutrient content of GMFs as a major health benefit. 
Conclusion - There should be awareness creation and educational campaigns of GMFs 
to help the general public to make well informed decisions and become actively involved 
in the decision making process. Finally, studies tracking public opinion should be 
conducted regularly, in order to determine awareness levels, capture the impact of 
awareness activities, the perceptions and reveal trends to inform policy and practice. 
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TABLE OF CONTENTS 
DECLARATION ........................................................................................................................... i 
DEDICATION ............................................................................................................................. ii 
ACKNOWLEDGEMENT ........................................................................................................... iii 
ABSTRACT ................................................................................................................................ iv 
TABLE OF CONTENTS ............................................................................................................. v 
LIST OF TABLES ...................................................................................................................... ix 
LIST OF FIGURES ...................................................................................................................... x 
LIST OF ABBREVIATIONS ..................................................................................................... xi 
 
CHAPTER ONE ........................................................................................................................... 1 
INTRODUCTION ........................................................................................................................ 1 
1.1 Background ................................................................................................................ 1 
1.2 Problem Statement ..................................................................................................... 5 
1.3 Conceptual Framework .............................................................................................. 6 
1.4 Justification of the study ............................................................................................ 9 
1.5 Research Questions .................................................................................................. 10 
1.6 Objectives ................................................................................................................. 10 
1.6.1 General Objective ...................................................................................................... 10 
1.6.2 Specific Objectives .................................................................................................... 10 
 
CHAPTER TWO ........................................................................................................................ 11 
LITERATURE REVIEW ........................................................................................................... 11 
2.1 Introduction .............................................................................................................. 11 
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2.1.1 Brief History of GMOs .............................................................................................. 11 
2.1.2 Awareness and Interest of GMOs/GMFs .................................................................. 12 
2.1.3 The Effects of Information on Perception ................................................................. 14 
2.2.0 Perception on Potential Benefits and Risks of GMO/GMFs ..................................... 17 
 
CHAPTER THREE .................................................................................................................... 22 
METHODOLOGY ..................................................................................................................... 22 
3.1 Introduction .............................................................................................................. 22 
3.2 Study Design ............................................................................................................ 22 
3.3 Study Area (additional information must be added) ................................................ 22 
3.4 Variables ................................................................................................................... 23 
3.5 Study Population ...................................................................................................... 23 
3.5.1 Inclusion and exclusion criteria ................................................................................. 23 
3.6 Sampling ................................................................................................................... 23 
3.6.1 Sample Size Calculation ............................................................................................ 23 
3.6.2 Sampling Method ...................................................................................................... 24 
3.7 Data Collection Techniques ..................................................................................... 24 
3.8 Quality Control ......................................................................................................... 25 
3.9 Pre-test ...................................................................................................................... 25 
3.10 Data Analysis ......................................................................................................... 26 
3.11 Ethical Considerations and issues .......................................................................... 27 
  
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CHAPTER FOUR ...................................................................................................................... 28 
RESULTS ................................................................................................................................... 28 
4.1 Introduction .............................................................................................................. 28 
4.2 Socio-Demographic Characteristics of Respondents ............................................... 28 
4.3: Awareness of GMOs and GMFs ............................................................................. 29 
4.4 Sources of Information ............................................................................................. 31 
4.5 Relationships between socio-demographics variables and awareness level of 
respondents ..................................................................................................................... 32 
4.6 Risk and benefits Perceptions about GMFs effects on health .................................. 33 
4.6.1 Association between socio-demographic characteristics and perception of GMFs 
effects on health .................................................................................................................. 35 
4.7 Other perceptions about GMOs and GMFs .............................................................. 36 
4.7.1 Perception of GMOs on the environment .................................................................. 36 
4.7.2 Preferred Food production Source and the acceptability of GMFs if they were 
cheaper ................................................................................................................................ 37 
4.7.3 Association of socio-demographics and acceptability of GMFs if they were cheaper
 ............................................................................................................................................ 38 
 
CHAPTER FIVE ........................................................................................................................ 40 
DISCUSSION............................................................................................................................. 40 
5.1 Introduction .............................................................................................................. 40 
5.2 Awareness level and Knowledge ............................................................................. 40 
5.3 Sources of information on biotechnology and GMFs .............................................. 41 
5.4 Risk and benefits Perceptions about GMFs effects on health .................................. 42 
5.5 Other perceptions about GMOs and GMFs .............................................................. 45 
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5.6 The Relationship between Gender and Perception .................................................. 45 
5.7 Application of the Conceptual Framework to Perception about GMFs ............................... 46 
 
CHAPTER SIX .......................................................................................................................... 48 
CONCLUSIONS AND RECOMMENDATIONS ..................................................................... 48 
6.1 Conclusions .............................................................................................................. 48 
6.2 Recommendations .................................................................................................... 49 
6.2.1 Education ................................................................................................................... 49 
6.2.2 Policy ......................................................................................................................... 49 
6.2.3 Research .................................................................................................................... 50 
 
REFERENCES ........................................................................................................................... 51 
APPENDICES ............................................................................................................................ 59 
Appendix 1: Consent Form ............................................................................................ 59 
Appendix 2: Questionnaire ............................................................................................. 61 
 
 
  
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LIST OF TABLES 
Table 1: Socio-Demographics characteristics of Study Respondents ............................ 29 
Table 2: Awareness on GMOs and GMFs ..................................................................... 30 
Table 3: Source of information and level of trust of source ........................................... 31 
Table 4: Relationships between Socio-demographic characteristics and level of 
awareness of GMOs and GMFs (N=194) ...................................................................... 32 
Table 5: Perceptions about the effect of GMFs on health and perceptions about the use 
of GMT ........................................................................................................................... 34 
Table 6: Association between socio-demographics and perceptions of GMFs on health 
(N=194) .......................................................................................................................... 36 
Table 7: Participants perception about the impact of GMOs on the environment ......... 37 
Table 8: Respondents’ preferred food production sources ............................................. 37 
Table 9: Association between socio-demographics and acceptability of GMFs if they 
were cheaper ................................................................................................................... 39 
 
 
  
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LIST OF FIGURES 
Figure 1: Conceptual Framework Diagram ...................................................................... 7 
Figure 2: Sources of information on GMOs and GMFs ................................................. 30 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
  
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LIST OF ABBREVIATIONS 
Bt corn-Bacillus thuringeiensis corn 
EKB Model- Kollat and Blackwell Model 
GE- Genetic Engineering 
GM crops- Genetically Modified Crops 
GM- Genetic Modification 
GMFs- Genetically Modified Foods 
GMOs-Genetically Modified Foods 
GMT-Genetic Modification Technology 
GMVs- Genetically Modified Vectors 
IFPRI-International Food policy Research Institute 
ISAAA - International Service for the Acquisition of Agriculture-Biotechnology 
Applications 
rDNAT – Recombinant DNA Techniques 
WHO-TDR- World Health Organization Training in Tropical Disease 
 
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CHAPTER ONE 
INTRODUCTION 
1.1 Background 
The ongoing debate on Genetically Modified Foods (GMFs) and the information on the 
diffusion of innovations of Genetic Modification Technology (GMT) are filled with 
examples of individuals, groups and or organizations rising up, either against or for the 
introduction of the technology (Quaye, Yawson, Yawson, & Williams, 2009). There is 
growing public discussion about the potential benefits and risks of Genetically Modified 
Organisms (GMOs), especially concerning GMF which is the most publicized product 
of biotechnology. Before the introduction of modern biotechnology or Genetic 
Engineering (GE) in agriculture, farmers in livestock and crops had sought to improve 
upon their practices and adapt to the environment (Wieczorek, 2003). This had been done 
through purposive selection of crops and animals with the best and preferred 
characteristics for further replanting. Thus, farmers have since time immemorial kept 
seeds with a preferred character for reproduction (Ruttan, 1999). This technique of 
maintaining and improving particular desired characteristics of a crop or animal is known 
as selective breeding or traditional biotechnology (Ploeg, 2000). After Mendel in 1866 
proved scientifically that characters or traits are carried from parental genome to their 
offspring with the explanation that trait is the character of interest to the farmers. This 
could be expressed in terms of colour, height, taste, yield etc.(Matthen & Stephens, 
2007). This Mendelian concept led to the introduction of modern biotechnology or 
genetic engineering with the intention of speeding up the breeding techniques used by 
farmers and also to obtain result devoid of unintended traits. 
The term GMF can be referred to as crop plants that are created for consumption by 
introducing a desirable set of genes into the crop plants using recombinant DNA 
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Techniques (rDNAT). Genes are transferred from a plant to another plant. In other cases, 
genes are transferred from animal to plants, such as from bacteria to plants, for example 
Bt. Corn (Swiatkiewicz, Swiatkiewicz, Arczewska-Wlosek, & Jozefiak, 2014). This 
method provides the modified plant or animal with the desired characteristics faster than 
the classical cross breeding methods. At certain times, the process is called bio-
engineering, biotechnology or genetic engineering (Anderson, Wachenheim, & Lesch, 
2005).  In simple terms, GMFs are foods containing Genetically Modified (GM) 
ingredients. People are widely exposed to GM foods through either direct or indirect 
consumption of processed foods produced using GM ingredients (Jae-Hwan, 1995). 
The emergence of biotechnology is viewed by advocates as the next revolution which 
has the potential to fundamentally change the way society organises production and 
distribution of food (Hallman, Hebden, Aquino, & Cuite, 2003). Biotechnology is a 
powerful tool that presents benefits such as potential health, environmental, social and 
economic benefits and demands rigorous oversight (Quaye et al., 2009). However, in 
recent years, biotechnology has been under public scrutiny. Many supporters of the 
technology are concerned that the benefits of the technology may be overshadowed by 
the potential risks magnified by the media and opponents of the technology (Blaine, 
Kamaldeen, 2002). 
A 2014 report by the International Service for the Acquisition of Agriculture-
Biotechnology Applications (ISAAA) indicated that, the global hectarage of biotech 
crops has increased more than 100-fold; from 1.7 million hectares in 1996 to 181.5 
million hectares in 2014. This empirical evidence implies that biotech crops are the 
fastest adopted crop technology in recent time. According to the report, the impressive 
adoption rate of GM crops speaks for itself; in terms of its sustainability, resilience and 
the significant benefits it delivers to both small and large farmers as well as consumers 
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(James, 2014). This had led to increase in commercially grown GM plants, more foods 
and feeds which were produced from GMOs are available on the market of many 
countries (Upsaliensis, 2004). Various GM foods such as Zea mays (corn), tomato, 
potato, wheat, pumpkin, sunflower, peanut, some fish, colza, cassava, and papaya are 
consumed by people in the world (Paper, Hallman, Ph, Cuite, & Morin, 2013).  It is 
possible that biscuits, vegetable oils, baby foods, chocolate, corn products, soy products, 
chips, cookies, snack foods and ready soups may have certain GM ingredients (Kaya, 
Poyrazoglu, Artik, & Konar, 2013). The concerns about GMFs are widespread. Yet many 
of us may be eating food containing GM ingredients without realizing it (Dean & 
Shepherd, 2007a). 
Many GM products for example rice with enhanced vitamin A, long lasting fruits and 
vegetables have already entered the world’s food distribution networks (Quaye et al., 
2009). The development and commercialization of GMFs have become a great concern. 
Advocates believe that GM products have inherent capacity not only to meet our basic 
need, but to also bring to bear the wide range of economic, environment and health 
benefits. They also accentuate the potential benefits to society through reduction of 
hunger and malnutrition prevention, cure of disease and promotion of health and general 
well-being (Isserman, 2001; Fukuda-Parr & Birdsall, 2001). More recently the US Food 
and Drug Authority approved a new biotech crops and planned for commercialization in 
2015 and beyond. This includes brinjal (eggplant) and potato. The potato was modified 
to reduce the amount of acrylamide it produced when exposed to high temperature to a 
negligible amount in order to prevent cancer (US FDA, 2014). A meta-analysis  
conducted by Gruissem (2015) on 147 published biotech crop studies during the last 20 
years, using primary data from farm surveys or field trials world-wide and reporting 
impacts of GM soybean, maize, or cotton on crop yields, pesticide use, and/or farmer 
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profits substantiate the significant and multiple benefits that biotech crops had generated 
over the past 20 years (1995 to 2014). 
In spite of the significant benefits GM technology brings to society, public acceptance to 
GM foods or food biotechnology has been with mixed feelings (Sophia & Powell, 2000; 
Tenbült, De Vries, van Breukelen, Dreezens & Martijn, 2008).  
Africa is emerging as one of the Frontlines in the battle for acceptance (or otherwise) of 
agricultural biotechnology. For Africa, the discussion is occurring at a critical period 
when occurrence of food insecurity, poverty and malnutrition are particularly upsetting 
(Sheeran, 2008; FAO, 2014).  
According to a 2014 report by the ISAAA stated that Africa continued to make progress 
in 2014. Sudan has increased its Bt cotton hectare substantially to 90,000 hectares which 
represents 46%, with South Africa and Burkina Faso marginally lower mainly because 
of uncertainty of planting conditions of the Bt cotton. However, it is important to note 
that South Africa is one of the five lead biotech developing countries in the three 
continents of the south. Currently, an additional seven African countries such as 
Cameroon, Egypt, Ghana, Kenya, Malawi, Nigeria, and Uganda have conducted field 
trials on the following broad range of staple and orphan crops: rice, maize, wheat, 
sorghum, banana, cassava, and sweet potato. The first biotech stacked drought tolerant 
maize with insect control (Bt) would be expected to delivered by Water Efficient Maize 
for Africa (WEMA) to South Africa as early as 2017, followed by Kenya and Uganda 
and then by Mozambique and Tanzania, subject to regulatory approval (James, 2014). In 
Ghana some legislation had been put in place, for example, the Government of Ghana in 
2011 passed the biosafety Act 831, 2011, which will enable Ghana to allow the 
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application of biotechnology including GMOs, in food crop production (Souza, Brown, 
Ahorlu, & Suzuki, 2013; Tuffour et al., 2013).  
 
1.2 Problem Statement  
In democratic societies, public perceptions can both promote and impede the commercial 
introduction and adoption of new technologies. Public perceptions of biotechnology have 
received extensive attention in recent years in most Western countries (Rimal, Moon, & 
Balasubramanian, 2005; Bonny, 2003), including publications (Blaine, Kamaldeen, 
2002; Morris & Adley, 2000), book chapters (Morris & Adley, 2000), conferences 
(Sophia & Powell, 2000; Hollingworth & Meade, 2003), studies of social implications 
and public concerns about biotechnology (Gaps et al., 2000;  Blaine,  Kamaldeen, 2002). 
There had been several surveys on public perceptions of genetic engineering or 
biotechnology in developed countries (Bonny, 2003; Hallman et al., 2003;  Hoban, 2001; 
Ganiere, Wen & Chern, 2004; Curtis, McCluskey, & Wahl, 2004; Gaskell, 2000; Moon 
& Balasubramanian, 2003). However, the consuming publics in the developing countries 
are left in the state of uncertainty. There is little or no literature concerning the public 
perceptions of potential benefits and risks of GM products because little investigation 
has been conducted in developing world where the technology is not yet practiced on a 
large scale (Anderson et al., 2005). For instance, in Ghana, the paucity of GMOs/GMFs 
research on public perceptions has left the people in the country with uncertainty. It is, 
therefore, important that the people of this country are made aware of the critical issues 
of the GMFs, the benefits and the threats associated with it in order to make informed 
decisions. However, this could not be done effectively without the knowledge of the 
public perception about GMOs/GMFs. It is explicit that the views of the people are very 
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important which must also be considered to make informed decisions, especially with 
regards to educating the public.  
The study sought to investigate the perceptions about GMFs and its perceived potential 
risks and benefits in relation to health. The knowledge from this study would bridge the 
gap on public perceptions on GMFs and will inform policy-makers with regards to GM 
policy since it of great public health concern not only in Ghana but the world as well. 
 
1.3 Conceptual Framework 
Figure 1 below illustrates the relationship between the outcome and independent 
variables associated with perceptions of GMFs. The diagram shows the various factors 
that influence people’s perception of GMFs, especially with the perceived health 
outcome of GMFs. The perception of the health outcome of GMFs which is the outcome 
variable is affected by the independent variables (information, beliefs, sensory and non-
sensory characteristics, techniques of production and attitudes towards GMFs). The 
information includes content of the message, source of information and the level of trust 
of the source. Beliefs consist of perceived benefits and perceived risks of GMFs. Also 
techniques of food production are made up of GM technology, organic fertilizer and 
inorganic fertilizer 
 
 
 
 
 
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Figure 1: Conceptual Framework Diagram 
 
 
 
 
 
 
 
 
 
 
 
 
Source: Author’s own construct 
The above diagram also indicates that information received by people forms their 
perception of GMFs which could easily influence a person’s attitude towards GM 
products.  Research had found that while provision of information is likely to influence 
perceptions and attitude, the social context in which the information is received is likely 
to determine public reaction as the content of the information itself (Costa-Font, Gil, & 
Traill, 2008). Credibility and trusted information source and regulators are likely to play 
a major part in the determination of individual reactions to products (Frewer, Howard, 
Hedderley & Shepherd, 1996) 
Perceptions of potential health 
Outcome of GMFs 
 
Techniques of food 
production 
 GM 
technology 
 Organic 
fertilizer 
 Inorganic 
fertilizer 
Beliefs 
 Perceived benefits of 
GMFs 
 Perceived risks of 
GMFs 
Attitude towards GMFs 
 
Information 
 Content of the message 
 Source of information 
 Level of trust of the 
source 
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Also, it shows a direct link between the beliefs/perceptions of GMFs and perceptions of 
potential health outcome of GMFs. When exploring consumer perceptions, an important 
question is which factors are responsible for attitude development. The presumption is 
that beliefs are key elements in forming attitudes and eventually influence behaviour. 
Beliefs characterize the base set of information that a consumer has about an object or 
concept (Albert, Aschenbrenner, & Schmalhofer, 1989). Individual perceptions and 
thought about GM foods is a dictate of one’s beliefs in conjunction with other factors. 
Also beliefs play a significant role in forming attitude mediation intentions (Moon & 
Balasubramanian 2004; Hallman & Aquino, 2005; Han & Harrison, 2007). According to 
Fishbein’s multi-attribute model, a person’s attitude toward any object is a function of 
his/her beliefs about the subject or the object and the implicit evaluative responses 
associated with those beliefs (Costa-Font et al., 2008). Engel, Blackwell, and Kollat 
defined attitude as “a learned predisposition to respond consistently in a favourable 
manner with respect to a given alternative”(Jae-Hwan, 1995). Consequently, attitude 
refers to an individual’s favourable or unfavourable evaluation of GM foods, and attitude 
formation is closely related to the consumer’s evaluation of GM foods.  Fishbein Multi-
attribute Model (Fishbein, 1963) states that an attitude towards a product is based on 
knowledge about the product itself as well as its attributes, which is referred to as the so-
called ‘bottom-up’ formation of attitudes (Costa-Font et al., 2008). This theory explains 
that consumer attitudes towards GM foods depends on his or her subjective thinking that 
GM foods are related to positive or negative evaluation of attributes and that the strength 
of belief associate to a given attitude, either positive or negative attribute determines an 
individual’s intention about GMFs. This implies that attitudes towards GMFs are defined 
by means of a weighted sum of attitudes towards each product and its corresponding 
process. Therefore, each attitude also depends on the overall perceived risks and benefits 
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associated with the product and process, respectively. The implication therefore is that, 
techniques of the method used in food production have a strong influence on people’s 
perceptions of the potential health outcome of the GMFs. Information, beliefs and 
techniques in food production all exert a level influence on attitude towards GMFs 
products. The importance of understanding individuals’ attitude toward GMFs is not only 
to decision makers, but also to the food manufacturers, biotechnology industry, research 
institutes and food retailers. Findings from research had shown that individual resistance 
to GMFs has changed the trend of food industry behaviour and has led to substantial 
segmentation of GMFs from non-GMFs (Huang, Qiu, Bai, & Pray, 2006). 
1.4 Justification of the study 
The outcome of this study would have both theoretical and organizational relevance. 
Theoretically, issue on GMFs largely remains an unexplored area of research in Ghana. 
Additionally, the level of awareness of GMOs/GMFs and the perceived effects on the 
health of the people of this country has been ignored, when it comes to investigations on 
how the public feels and views about the pros and cons of GMFs. This study is geared 
towards narrowing research gap existing in the area of GMFs, and to provide a solid 
foundation on which other research works can be done in Ghana. The study is also 
relevant for policy making and implementation. In the first place, it will inform the 
biotechnology companies about the views of the people. The findings of the study will 
inform policy-makers to create the right regulatory policies with regard to GMFs. 
  
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1.5 Research Questions 
1. What is the level of awareness of the University of Ghana students on GMOs and 
GMFs? 
2. What are the sources of information about GMFs? 
3. What are the potential perceived-health effects of using GMFs? 
 
1.6 Objectives 
1.6.1 General Objective 
To find out the perceptions about genetically modified foods (GMFs) and its perceived 
effects on health among University of Ghana students 
 
1.6.2 Specific Objectives 
1. To determine the level of awareness of students of the University of Ghana on 
GMOs and GMFs 
2. To explore the sources of information about genetically modified foods 
3. To investigate the perceived health effects  of using GM Foods among University 
of Ghana students 
 
 
 
 
 
 
 
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CHAPTER TWO 
LITERATURE REVIEW 
2.1 Introduction 
This section provides a review of existing literature to understand the extent to which 
earlier studies have documented key issues in people’s perception of GMOs and GMFs. 
The literature review covers the following areas: awareness, information and perception 
of the potential benefits and risks of GMFs. 
 
2.1.1 Brief History of GMOs 
The introduction of GM foods in the USA and Europe has a long and complex history. 
During the 1970s and 1980s, the debate was led by scientists with little divergence 
between Europe and the USA. The commencement gene technology or recombinant 
DNA technology started 1973, when a US laboratory first managed the in vitro transfer 
of a gene from one species to another (Scholderer, 2004). This scientific sensation caused 
much euphoria around the world. In 1974, the geneticist Paul Berg and a number of 
colleagues published a letter to the editor of Science, calling for a moratorium on the use 
of the new technique until potential biohazards had been evaluated (Peterson, 2010). 
However, 1975, the scientists lifted the self-imposed moratorium concluding that the 
technology did not pose any inherent dangers that were beyond conventional risk 
assessment procedures. In 1976, the US National Institutes of Health issued technical 
guidelines for laboratory safety, which were adopted in similar form throughout the 
world. In the 1980s, the technology began to yield industrial applications on a massive 
scale (Scholderer, 2004). It was adopted widely throughout the pharmaceutical industry, 
followed by certain sectors of the industrial chemicals industry, including those involved 
in the production of enzymes, vitamins and other food additives for use in food 
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processing. The first deliberate release of a GM organism (GMO) into the environment 
in 1986 prompted widespread attention (Anne Ingeborg Myhr, 1999). After years of 
litigation, the US released the first transgenic microorganism into the environment (a 
microbe resistant to low temperatures). This provoked a shift in the public debate, both 
in terms of the actors involved and in terms of the frames of reference of the debate 
(Scholderer, 2004). 
 
2.1.2 Awareness and Interest of GMOs/GMFs 
Angus Reid World Poll result indicate that consumer awareness is fairly high on the 
global scale with understanding being the greatest in Germany, Australia and the U.K. In 
North America, 65 percent Americans and 79 percent Canadians are aware of the issue 
but understanding remains low (Sophia & Powell, 2000) .  Furthermore, on the global 
scale, more than four in ten consumers (ranging from 44 per cent to 58 per cent) said that 
they only have "little" understanding about GMFs (Sophia & Powell, 2000). With 54 
percent of Americans and 64 percent of Canadians expressing willingness to learn more 
about GMFs shows that individuals want to learn more about GMFs(Sophia & Powell, 
2000). Suggestion from a study states that increased awareness of GM technology will 
also increase consumer demand for choice between GM and non-GMFs (Viljoen, Dajee, 
& Botha, 2006). Similarly, a study was conducted on consumers’ awareness of GMFs 
regarding three terms relating to modern biotechnology. The results showed that the 
highest level of awareness was hybrid breeding technology (91%), followed by gene 
(85%) and biotechnology (77%). Additionally, the result of a study conducted among 
students of Turkish secondary schools indicated that most of the students (87%) had high 
awareness regarding GM  product (Suleyman & Tuna, 2011). 
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Anderson et al. (2005) further worked on a study of Hallman and Metcalfe (2003).  They 
studied North Dakota shoppers’ perceptions of GM foods. Their findings were similar to  
Hallman et al. (2003) albeit, the population surveyed by Wachenheim and Lesch was 
considerably more rural. However, they found awareness and general knowledge of GMF 
products to be very low even in the largely agrarian state. Shoppers’ knowledge about 
the existence of GM ingredient in their food product was low and they also viewed 
biotechnology much favorable when applied in plants as compared to animals. They 
inclined to agree that the  use of genetic modification would be appropriate to feed the 
over-growing population of the world (Hallman et al., 2003). 
Despite the contradictory debate about GMFs, a study in Europe showed that people are 
fairly interested in this issue. The result of the study revealed that majority (56%) of the 
respondents fairly or very interested in the issue of GM Food (Poortinga & Pidgeon, 
2004). 
South Africa has been very active in terms of growing commercial GMOs on the African 
continent. Some GMOs available in South Africa include insect resistant and herbicide 
tolerant maize, insect and herbicide tolerant cotton and herbicide tolerant soybean (South 
Africa Department of Agriculture, 2005). In South Africa 24% of yellow maize, 10% of 
white maize, 50% of soybean and 85% of cotton account for biotech crops production 
(James & Isa, 2009). The suggestion here is that GMOs being grown commercially in 
South Africa since 1997, however, the level of awareness is very little; albeit, 
government and non-government organization (NGOs) making information on GMOs 
available (Viljoen et al., 2006). 
A perception study in Ghana  with a sample size of one thousand two hundred 
participants; was conducted among four different categories of participants (academia, 
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research institute, government ministries and ordinary Ghanaian) revealed that 50% or 
more from all categories were interested in GMOs and GMFs. Additionally, the level of 
interest was high among academia (82%) and those from research institutes (68%) (Buah, 
2011). 
2.1.3 The Effects of Information on Perception 
Generally, Public information is acknowledged to be more credible and more influential 
than company-controlled communication (Dean, 2004). By implication negative 
publicity has the potential to damage the image of an innovation and vice versa. This 
could be linked to high credibility, negative effect, a tendency for negative information 
to outweighed positive information in the evaluation of people, objects and innovation 
(Mizerski, 1982). According to  Dean, (2004), because the media has a preference for 
reporting bad news. Therefore, companies are more likely to receive bad press rather than 
positive press. The perceptions of the public with regards to GMFs are the influence of 
the context information received from media or other sources. Mostly information 
submitted by both proponents and opponents about GMFs to the public is filed with 
contradictory messages and contested claims. It has been suggested that conflicting 
information from different sources would lead to social uncertainty (Tuffour, Sedegah, 
Nana, & Akyiaa, 2013; Ekici & Sancak, 2011). 
Genetic Modification and GMFs had become one of the most opposed innovations in 
recent years (Bonny, 2003). Usually, biotechnology institutions and government 
organizations are seen as the proponents of this technology whilst consumer 
organization, NGOs and environmental pressure groups are viewed as cautious 
opponents (Dean & Shepherd, 2007a) . Information from these sources to the public is 
predominant with contradictory messages and contested claims. Research shows that 
general reading of conflicting information from different sources would lead to social 
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uncertainty (Dean & Shepherd, 2007a). In addition receiving conflicting information 
reduced the credibility of information presented. The implication of this may cause 
people to perceiver greater risks of GMFs (Dean & Shepherd, 2007a). Again,  Frewer & 
Shepherd, (1994 ) attributed information relating GM to different sources of varying 
credibility. They found that regardless of the identity of the information source, the 
information increased the perceived risk of the participants’ regarding the technology. 
Therefore, this suggests that the source is not responsible for the increased risk perception 
but rather the information. However, under the same experimental model, Frewer and 
colleagues indicated that public perceptions of risks were higher from a distrusted source 
and lower from a trusted source.  
Trust in risk information about food-related dangers may be as important a determinant 
of consumer reactions as the content of the risk information (Frewer, Howard, Hedderley, 
& Shepherd, 1996). Information and perception literature have indicated the role of trust 
as being of critical importance. An individual’s perception (risks/benefits) is influence 
by the content of the message received. (Frewer et al., 1996). This suggests the content 
of the information has strong effect on people’s perception. Similarly, a study on people’s 
preference for consensus ambiguous information or precise but conflicting information 
from different sources, concluded that contradictory sources are considered as less 
credible as compared to consensus ones. In addition the total view of the people in the 
study suggested that conflicting sources are less knowledgeable, less believable and less 
reliable than consensus source. The implication therefore, is that people prefer consensus 
information in their decision making because they view these source as more credible 
(Smithson, 1999). 
Viscusi (1997) studied the effects of receiving conflicting high/low risk assessments 
from one or two sources, the government and/or industry. Viscusi’s concept suggest a 
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conflict between two different sources (as opposed to two different estimates given by 
the same source) there is a tendency for a higher estimator to be regarded as compared 
to lower estimator due to the influence by the higher estimator. The possibility of this is 
regardless of whether higher risk estimator was from the government or industry. 
However, both estimators were taken into consideration when it sources were the same. 
Viscusi argues that it is the conflict between the sources of the information that affects 
the risk perception rather than the two pieces of evidence. Furthermore, He concludes 
that source’s credibility rating is influenced by one’s high or low risk estimator. It is 
essential to accentuate that Viscusi’s study attributed the same information to two 
different sources (government and industry) and assumed that the government would be 
considered to be more trustworthy than industry, which may not be the case. However, 
his study suggested that conflicting information from experts increases people’s risk 
perception and reduces the credibility of some of the sources. Whereas,   risk information 
from a government agency among other conflicting information did not alter the way the 
public viewed the agency message but rather enhanced the image of the government 
agency. However information from the government agency in the midst of other 
conflicting information did affect people’s perceptions of GM food technology.  
Also, Dean (2000) investigated the distinctive influence of conflicting information by 
juxtaposing participants’ perceptions when they read either a single message or 
conflicting messages. Suggestion from his result indicated that reading conflicting 
information does not affect the way people see the content of the message, but rather 
affects their perception of the source involved. Information given amidst other 
conflicting information, made the source appear more positive than when they gave the 
same information on their own. This was true for both trusted and distrusted sources. In 
addition people’s perception of the risk was only affected by the content of the risk 
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message and the identity of the source giving the message and not by conflict (Markon 
& Lemyre, 2013).  
According to Frewer et al. (1996) some identified source of information on GMFs were 
television, newspapers, magazines, radio, industry (a definition which includes 
supermarket information and manufacturer label on the packets), friends and medical 
source. The result of the study indicated the media as the most important and frequent 
source of information about GMF-related information, with 65% of the respondents’ 
source being media-related. Similarly, in the work of Frewer et al. (2000), the use of 
television, radio, newspapers and public lectures were the main sources of information 
for Chinese respondents. However, a study in Ghana indicated that workshops (60%) and 
friends (40%) were the major sources of GMFs and biotechnology information for 
respondents from researchers and academia. Whereas, the electronic media had not been 
a source of information for any of the respondents (Buah, 2011).  
In summary, most studies show that conflicting messages increase risk perceptions, 
especially when these estimates are given by identifying sources. Also the content of the 
information and its source credibility has effects on a person’s perception of benefits or 
risks of GMFs technology. However the studies do not give a clear image as to how the 
credibility of the sources is affected.  
2.2.0 Perception on Potential Benefits and Risks of GMO/GMFs 
The decisions of individuals regarding the use of biotechnology in food production are 
becoming very important due to recent biotechnological research and the seemingly 
growth in the world’s population. As seen in almost all emerging technology the public 
associate both benefits and risks with technological processes applied to food production 
(Frewer, Shepherd, & Sparks, 1994). An individual’s reaction to the use of biotechnology 
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and subsequent acceptance of the products may be largely influenced by perception of 
both benefits and risks associated with the technology and its applications (Onyango, Jr, 
& Schilling, 2005; Hossain et al., 2002). The case where perceived risks outweigh 
perceived benefits associated with the technology and its application, and then 
acceptance may be very low. Some factors that may affect risks perceptions may 
originate from health related and technological hazards(Sjöberg, 2008). 
 Social risks could be defined as risks which may be perceived as having the tendency of 
widespread and generalized consequences if they should occur. Social risks are perceived 
to have relatively low threat for self, greater for people, and greatest for society (Joffe, 
2003). This phenomenon could be explained as individual’s belief that negative events 
are relatively unlikely to happen to them, this is referred as “optimistic bias’ (Frewer et 
al., 1994). It has been debated that social risks could be better explained as the need by 
an individual to have control over a situation. The illusion of control theory states that 
one’s perception of his personal control over potential hazards reduces the subjective 
probability of potential risk associate with hazard (Hosking, Liu & Bayly, 2010; Sj, 
Moen, & Rundmo, 2004). This theory would predict that, when individuals are in a 
position where they perceive that they have some level of control over risk, then 
judgments of invulnerability become equal to those made when people are in control.  
Research has shown that biotechnology as applied to food production represents more 
threat at the societal level than at the individual level (Frewer et al., 2002). The societal 
level is where control of the technology is seen (Frewer et al., 2002) and it would be 
predicted that personal threat associated with the technology is equal to that of the people. 
 
 
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2.2.1 Perceived Benefits 
Biotechnology advocates indicate the potential benefits to the society through reduction 
of hunger and malnutrition, prevention and cure of diseases and production of general 
wellbeing (Isserman, 2001;UNDP, 2001)  
According to Angus Reid World Poll consumers believed that the main benefits of 
agricultural biotechnology consist of yield in production, followed by better food quality 
and pesticides. However, some of the said GMFs provide no benefits. The findings from 
this poll indicated that the overall support of GM technology is influenced by the 
perception of benefits. Canadians were more likely to associate biotechnology benefits 
to nutrient and the quality of the food (Blaine, Kamaldeen, 2002). Also many studies had 
shown that individuals are very selective about which benefits outweigh the risks of the 
biotechnology. It was revealed that health related and environmental benefits very 
important as compared to taste or cost benefits (Henseleit, Kubitzki, & Herrmann, 2009; 
Cormick, 2005; Blaine, Kamaldeen, 2002).  
Americans being at the top level in terms of support for biotechnology and its 
applications, were more likely to think biotechnology as beneficial to them and their 
family (Finucane & Holup, 2005; Iposos-Reid 2000; IFIC 2001).   
Again proponents emphasize the benefits of GMO to mankind in the form of improve 
supply of food, fuel, and medicine as well as the reduction of insecticide and labour cost 
which provide economic benefits to the adopters (Isserman, 2001). In addition, GM crops 
have contributed significantly to reducing the release of green gas emission from 
agricultural practices. This result from less fuel use and carbon storage from reduced 
tillage with GM crops. In 2012, thus equivalent of 27 billion kg of carbon dioxide was 
removed from the atmosphere by GM crops (Brookes & Barfoot, 2014). 
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Food and Agriculture Organization of the United Nations estimates that about 805 
million people of the 7.3 billion people in the world were suffering from chronic 
undernourishment in 2012-2014. Almost all the hungry people, 791 million, live in 
developing countries, representing 13.5 percent, of the population of developing 
countries. There are 11 million people undernourished in developing countries (FAO, 
2014). The use of biotechnology and its application in agriculture could address the issue 
of food security and malnutrition. Ghana can benefit from this tremendously to curb the 
incidences of anaemia; vitamin A and iodine deficiency across the country. 
 
2.2.2 Perceived Risks 
Biotechnology has caused significant advance in agriculture production and other 
industries such as the pharmaceutical industry to improve the quality of life for citizens 
in the United States and other countries (Malcolm & Sinnett, 2015). However the 
advancements were not made without initial risk. Despite the advancement in 
biotechnology aims to improve the quality and productivity, uncertain consequences 
categorize such innovations as risky (Malcolm & Sinnett, 2015). “Agricultural 
production is a risky endeavour”, (Pruitt, 2014). Agricultural production risks can range 
from environmental issues, technology experiments, and food safety matters. Uncertain 
repercussions cause high opposition from the public because they “are usually associated 
with large-scale, long-term, and trans-boundary hazards with which society has no or 
only limited experience” (Pruitt, 2014). Many European policy makers’ and public 
consumers are concerned about GMO effects on the environment, economy and human 
health (Marris, 2001). Opponents of biotechnology/GMFs insist that these new 
technologies have threat to human life, to existing plant, to animal species and to the 
environment. Even though opponents of GMFs agreed that GM crops produce better 
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yields, however, they stress that devastating risks to public health, safety and 
environment are inherent in GM research, production and commercialization (Buah, 
2011).They further view the use biotechnology as a needless interference with nature that 
may lead to unknown and potentially disastrous consequences (Sajeev et al., 2011). Some 
oppose the use of genetic technologies in agricultural production, alleging the perceive 
risks to humans health and environment, also others oppose it citing moral, ethical and 
social concerns (Hossain, Onyango, Adelaja, Schilling, & Hallman, 2002; Linacre et al., 
2005). A study conducted in southwestern zone of Nigeria which consist of 6 states 
(Lagos, Ogun, Osun,Oyo, Ekiti and Ondo) among Scientists in the faculties of 
Agriculture and Biological sciences from nine universities. The findings of the study 
revealed that 45 percent of the study participants agreed that GMFs with a higher content 
of digestible iron are likely to benefit consumers. However, forty eight percent (47.8%) 
of the study participants agreed that GM food with possible allergy risk should be fully 
labelled (Oladele & Akinsorotan, 2007). 
  Another argument from the opponent is that most testing of GMFs is carried out by 
biotech companies. The most potential threat among GM food is to create new allergies 
or harmful toxin that may cause sickness or death in vulnerable populations (Buah, 2011).  
 
 
 
 
 
 
 
 
 
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CHAPTER THREE 
METHODOLOGY 
3.1 Introduction 
This chapter presents the methodology of the study. This includes the study design, the 
study area, variables, study population, sampling, data collection techniques, quality 
control, data processing and analysis, ethical consideration and pretesting of the 
questionnaire. 
 
3.2 Study Design 
This was a cross sectional survey using a structured questionnaire, which included 
demographic information, knowledge on GMOs, and perceived effects of GMFs on 
health. The questionnaire was made up of both closed and open ended questions which 
allowed respondents to present their own perspective beyond the coded category 
provided.  
 
3.3 Study Area (additional information must be added) 
The study took place at the University of Ghana, Legon campus. The University of Ghana 
is located on the Legon hill about twelve kilometres north-west of the centre of Accra on 
the Accra- Dodowa road. It is located on longitude 50 38’3”N and latitude 00 11’13”W 
(UG website, 2008). University of Ghana operates on collegiate system and comprises 
of the following: College of Basic and Applied Sciences, College of Education, College 
of Health Sciences, College of Humanities. Each college is made up of different schools 
and under each school has departments. 
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3.4 Variables 
The dependent variable was perception of potential health outcome of GMFs whilst the 
independent variables were information (content of message, source of information and 
credibility of source), beliefs (perceived benefits of GMFs and perceived risks of GMFs), 
sensory and non-sensory characteristics (taste, texture, nutrient content), techniques in 
food production (GM technology, organic fertilizer, inorganic fertilizer) and attitude 
towards GMFs.  
 
3.5 Study Population 
The study population was the students of the University of Ghana. University of Ghana 
had an estimated number of the 30,000 student population (undergraduates and 
postgraduates). The study involved male and female students who were 18 years and 
above. This study population is selected because it is an educational institution and they 
were expected to be knowledgeable about the study topic. 
 
3.5.1 Inclusion and exclusion criteria 
The inclusion criteria were that the respondent must be a male or female student, aged 
18 years and above, and a student in the University of Ghana. The study excluded 
teachers and other staffs of the University of Ghana.  
 
3.6 Sampling  
3.6.1 Sample Size Calculation 
Epi info was used to calculate the sample size. The student population was estimated at 
30,000. Based on an expected frequency of 85%, 95% confidence level and a design 
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effect of 1.0, the total sample size was calculated to be 218 with 10% non-response rate 
included. 
 
3.6.2 Sampling Method 
Stratified sampling method was used to stratify the target population into levels for the 
study to obtain a representative sample. To cover UG population thoroughly as possible, 
and avoid sampling only those people from a particular location. The population was 
classified into level 100, 200, 300, 400, Master’s degree and PhD. Averagely 34 
participants were selected from each category. Study participants in all the different 
classifications were selected by simple random sampling generated by computer-based 
programs, in Microsoft Excel. For example, a generated sampling frame of 1,3,4,8, etc. 
determined that the views of the first, third, fourth and eighth person encountered by the 
survey were sampled. This continues until the average number for each class was 
reached. Individuals of 18 years and above were selected for the study.  
 
3.7 Data Collection Techniques 
The study was quantitative, which employed the use of questionnaires. The questionnaire 
was developed based on the objectives of the study and literature reviewed. The 
questionnaire was made up of both closed and open ended questions to allow respondents 
to present their own perspective beyond the coded category provided. Because the 
university community is a literate population, the questionnaire was self-administered. 
Adequate instructions and information were provided to aid respondents fill the 
questionnaire correctly. The time spanned for the data collection was one month. 
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3.8 Quality Control 
The data collected was checked to ensure that all information have been properly 
collected, completeness was also checked. The case where the questionnaire is not 
properly filled, the respondent was given a new questionnaire to answer. However, in a 
situation where the respondent wishes to discontinue answering the questionnaire, that 
respondent was replaced and the corresponding questionnaire was discarded. Computer 
data entry and analysis was done. The data were entered into an excel spreadsheet and 
exported into STATA 13. Double data entry and cleaning was done to reduce data entry 
errors and validated authenticity. 
 
3.9 Pre-test 
The questionnaire was pre-tested on a sample of 20 students (both male and Female) of 
Central University, Accra. Central University students were used of because they share 
some similarities in the socio-demographic features with the University of Ghana 
student. This allowed a few modifications in the questionnaire such as making the 
sentences clearer and reliable for the study respondents. 
3.9.1 Validity and Reliability 
There was no research assistance so the researcher. The data was collected properly. All 
questionnaires returned were checked for mistakes and completeness. Questionnaires 
with unclear responses or which had missing information that could not be clarified was 
excluded. The data was entered in an excel spreadsheet and exported into STATA 13 
(StataCorp LP, College Station, TX, USA). Double data entry and cleaning was done to 
reduce data entry errors and validated authenticity 
 
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3.10 Data Analysis 
The statistical analysis was done using STATA 13. Preliminary analysis was carried out 
to summarize the data on socio-demographic characteristics of respondents, awareness 
of GMOs and GMFs, sources of information on GMOs and GMFs, perceptions of GMFs 
into percentages and frequencies for descriptive purposes.  
The level of awareness of the study respondents was measured based on the following 
set of questions; whether a respondent has heard of GMOs and GMFs, the interest of the 
respondent on GMOs and GMFs issues, the idea about GM Technology (GMT) and what  
genetically modified foods are. The overall awareness level was examined using 4 
questions. With the maximum accumulated score of 9, respondents who scored 0 to 4 
were classified as low awareness level whilst those who scored 5 to 9 were classified as 
high awareness. 
The perceptions of the study respondents about GMOs and GMFs were examined by a 
total of 12 questions consist of both closed and opened ended questions. The questions 
asked could be categorized into four main themes, thus the preferred food source, the 
perceived effect of GMFs on health, perceived effect of biotechnology and GMFs on the 
environment and perceived potential risks or benefits associated with it. 
The Pearson’s Chi square (χ2) and Fisher’s exact test analysis was used to determine the 
association between the variables; the associations between socio-demographic 
characteristics and level of awareness, socio-demographic characteristics and perception, 
and socio-demographic characteristics and level of acceptability of GMFs. The 
significant level of 5% was set for all statistical procedures.   
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3.11 Ethical Considerations and issues 
The researcher sought for ethical clearance from the Ghana Health Service. Consent was 
sought from the Dean of students. The objective and rationale for the study was explained 
to respondents and consent obtained.  
The privacy and confidentiality of the respondents was secured. All information provided 
by the respondents was kept confidential and data were locked in a cabinet and on 
computers protected by passwords.  The name and identity of the respondent were not 
needed for the study. The information provided was only identified by a code number 
and was treated strictly confidential. Respondent’s name did not appear or was not 
mentioned in any part of the report of this study.  
The respondents’ involvement in this study was only through an interview and was not 
exposed to any form of risks. The subjects’ participation in the study was voluntary and 
was not given any money or any kind of reward. All the information provided by the 
respondents was used for the study. 
 
3.12 Limitations of the study 
As there are some form of limitations in all studies. This study also had a limitation: the 
study relied on self-report from the respondents and the information given by the 
respondents could not be verified, there may therefore be information bias. 
 
 
 
 
 
  
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CHAPTER FOUR 
RESULTS 
4.1 Introduction 
This chapter presents the results to address the objectives of the study. It begins with a 
description of the demographic characteristics of participants in the study area. It also 
shows the results of students’ awareness of genetically modified foods and their sources 
of information. It further presents the perceptions of students in terms of potential 
benefits and risks associated with GMOs and GMFs and its perceived potential health 
effects.  
 
4.2 Socio-Demographic Characteristics of Respondents 
A total of 194 participants took part in the study. They were made up of 51% males and 
49% were females. The majority (59.3%) of the participants were between the ages of 18 
to 27years. The mean age of the study respondents was 26.84 (SD=± 3.75). Most of the 
respondents (88.8%) were single. Again, Majority of the study respondents (93.2%) were 
Christians. On the educational status of the study participants, the majority of the 
participants, 74.2% were undergraduate students and 24.8% were enrolled in post-
graduate programmes. (Table 1) 
 
 
 
 
  
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Table 1: Socio-Demographics characteristics of Study Respondents 
Attribute Frequency (N) Percentage (%) 
Gender 
Male 
Female 
 
99 
95 
 
51 
49 
Age Group 
18-27 
28-37 
38-47 
 
115 
53 
26 
 
59.3 
27.3 
13.4 
Marital status 
Single 
Married 
 
167 
27 
 
88.8 
13.2 
Religion 
Christian 
Muslim 
 
144 
50 
 
93.3 
6.7 
 
Education Level 
Undergraduate 
Postgraduate 
 
144 
50 
 
74.2 
25.8 
 
 
4.3: Awareness of GMOs and GMFs 
The level of awareness of the study respondents was measured based on the following 
set of questions; whether a respondent have heard of GMOs and GMFs, the interest of 
the respondent on GMOs and GMFs issues, the idea about GM technology and what  
genetically modified foods are. The overall awareness level was examined using 4 
questions. With the maximum accumulated score of 9, respondents who scored 0 to 4 
were classified as low awareness level whilst those who scored 5 to 9 were classified as 
high awareness. The result of the study revealed that majority of study respondents 
(90.7%) is aware of GMOs and GMFs whereas 9.3% of them had a low awareness level 
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(Table 2). This was confirmed in their knowledge regarding what GMFs mean; it was 
revealed in result that 73.7% of the study participants had better knowledge of what 
GMFs mean and understanding of its technology. Since this study is mainly centred on 
GMFs the study respondents were asked to state their view on the availability of GMFs 
in Ghana; 73.2% of them believed GMFs are present in Ghana while 26.8% said that 
GMFs could not be found in Ghana. Those who indicated that GMFs are presented in 
Ghana stated the supermarkets, markets and grocery as the major source of GMFs in 
Ghana. 
Table 2: Awareness on GMOs and GMFs 
Awareness level on 
GMOS/GMFs 
Frequency Percentage 
Low  18 9.3 
High 176 90.7 
Total 194 100 
 
 
Figure 2: Sources of information on GMOs and GMFs 
 
 
 
0.00%
5.00%
10.00%
15.00%
20.00%
25.00% 20.50% 20.90%
11.40%
6.00%
16.00%
10.20%
3.20%
11.90%
Source of information
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4.4 Sources of Information 
Responses as provided in Figure 1 indicate that television is the major source of 
information to respondents representing 20.90%, followed by radio representing 20.50%. 
Workshops were the least source of information concerning GMOs and GMFs. The 
internet, peer groups, books and newspapers were also part of the source of information, 
but were not a major source of information for respondents (Figure 2). Since the target 
population is made up highly educated respondents, the study further determines the 
extent to which they trust the various information sources with regards to credibility. The 
table 2 below is a cross tabulation of the information source by the extent of trust. It can 
be deduced that radio and television were the most trusted sources followed by internet, 
lecturers, friends and newspapers 
 
Table 3: Source of information and level of trust of source 
Sources of 
information 
Highly Trusted 
(N) 
Lowly Trusted 
(N) 
Not Sure (N) Total 
Radio 72 11 27 110 
Television 71 19 22 112 
Newspapers 40 9 12 61 
Books 20 7 5 32 
Internet 59 12 15 86 
Lecturer/Teacher 42 5 8 65 
Workshop 14 3 0 17 
Friends 41 9 14 64 
A * Multiple choice allowed 
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4.5 Relationships between socio-demographics variables and awareness level of 
respondents 
The associations between the socio-demographics and the level of awareness of the study 
respondents was determined by running a bivariate (chi-square test) and (Fisher exact 
test) analysis between them at 5% significance level. 
The results from the bivariate analysis shows that there were no significant associations 
between age, gender, marital status, educational level, religious affiliation, programme 
of study and awareness levels (Table 4) 
Table 4: Relationships between Socio-demographic characteristics and level of 
awareness of GMOs and GMFs (N=194) 
Characteristics Awareness level 
N (%) 
Chi-
square 
P-value 
Age 
18-27 
28-37 
38-47 
Low 
10(8.7) 
8(15.1) 
0(0.0) 
High  
105(91.30) 
45(23.2) 
26(100) 
 
 
 
 
 
 
 
**0.086 
Sex 
Male  
Female 
 
8(8.1) 
10(10.5)  
 
91(91.9) 
85(89.5) 
 
 
0.3444 
 
 
 0.557 
Marital status 
Single  
Married 
 
18(10.8)   
0(0.0)    
 
149(89.2) 
27(100.0) 
  
**0.082 
Educational level 
Undergraduate   
Postgraduate 
 
16(11.1) 
2(4.0) 
 
128(88.9) 
48(96.0) 
  
 
**0.109 
Religion 
Christian  
Muslim 
 
18(9.9) 
0(0.0) 
 
163(90.1) 
11(13.0) 
  
 
 **0.615 
Data are presented in frequency (N) and proportions (%); *p-value˂ 0.05; **p-value of fisher’s exact 
test 
 
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4.6 Risk and benefits Perceptions about GMFs effects on health  
The result of the study shows that 42.2% of the study respondents perceived consumption 
of GMFs to be harmful to health; 32.0% indicated GMFs are not harmful to health and 
25.8% reported that they are not sure of GMFs effects on health (Table 5).  
On perceived risks of GMFs effect on health, the study respondents indicated that 
consumption of GMFs poses some health related risks such as allergy and cancer in 
humans. Other perceived side effects of GMFs indicated includes antibiotic resistance, 
genetic mutation, unknown long term effects, deformity at birth, high blood pleasure, 
infertility, heart related disease and chemical related diseases.  
However, concerning health benefits associated with GMFs, the study participants held 
the perception that, the consumption of GMFs has the potential to cure malnutrition; 
enhanced nutrient content of foods with a specific example of GMT used to develop rice 
with enhanced vitamin A. Additionally, some respondents opined that GMT is used to 
develop insulin for diabetic patient. Others indicated that some GMFs are used as 
vaccines to infer immunity in humans against invading pathogens. Albeit, high yield has 
no direct correlation with health, however the majority of the study respondents indicated 
high yield as one of the health benefits of GMFs. 
On the risks and benefits perception of Genetic Modification Technology (GMT), 51.0% 
of the respondents indicated the use of modern biotechnology in the production of GMFs 
to make them higher in protein, nice taste and longer storage to be risky while 49.0% of 
the respondents believed the technology was useful. The majority of the respondent 
(43.3%), therefore, held the view that GMT should not be encouraged in the production 
of food to enhance nutrients, taste and the shelf-life of foods (Table  5) with the reason 
that is not safe to health. However, 65.5% of the participants indicated that the use of 
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GMT to make plant crops more resistant to insects and pest in order to increase yield as 
useful and this was reflected in the majority of the participants (52.0%) indicating that 
GMT in making crop plants resistant to insect and pests should be encouraged (Table 5). 
Table 5: Perceptions about the effect of GMFs on health and perceptions about 
the use of GMT 
Perceptions  Frequency 
(N) 
Percentage 
(%)  
GMFs effect on health   
Harmful to health  82 42.2 
Not harmful  62 32.0 
Not sure  
 
50 25.8 
GM improved food nutrient    
Useful  95 49.0 
Risky  
 
99 51.0 
GM pest resistant crops   
Useful  127 65.5 
Risky  
 
67 34.5 
The use of GMT to increase food nutrient   
Yes  67 34.5 
No  84 43.3 
Not sure 
 
43 22.2 
The use of GMT to make crops resistant to pests   
Yes  101 52.0 
No  62 32.0 
Not sure 31 16.0 
 
  
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4.6.1 Association between socio-demographic characteristics and perception of 
GMFs effects on health 
The association between socio-demographics characteristics and perception of GMFs 
effects on health were determined by running a bivariate (chi-square test) and (Fisher 
exact test) analysis between them at 5% significance level. 
The results of the bivariate analysis revealed that there were no significant association 
between age, marital status, educational level, religious affiliation and the perception of 
GMFs effect on health. However, there was a significant association between gender 
(p=0. 021) and perception of GMFs effect on health; 49.0% of females indicated that 
consumption of GMFs is harmful to health as compared to 34% of  males who indicated 
that consumption of GMFs is harmful to health. Similarly, 41% of the male study 
respondents indicated that consumption of GMFs is not harmful to health while 23% of 
the females indicated are harmful to health (Table 6). 
 
 
 
 
 
 
 
 
 
  
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Table 6: Association between socio-demographics and perceptions of GMFs on 
health (N=194) 
Characteristics Harmful to 
health 
Not 
harmful to 
Health 
Not Sure Chi 
square 
P value 
Age group 
>18 
28-37 
<47 
 
53 (46.1) 
19(35.9) 
11(42.31) 
 
38(33.0) 
15 (28.3) 
11(42.31) 
 
24 (20.9) 
19 (35.9) 
4(15.4) 
  
 
 
**0.206 
Sex  
Male  
Female 
 
34 (34.4) 
49 (51.6)             
 
41(41.4) 
23 (24.2) 
 
24 (24.2) 
23 (24.2) 
 
 
7.7154    
 
 
*0.021 
Edu. Level 
Undergraduate 
Postgraduate 
 
62 (40.0) 
21 (42) 
 
44 (30.6) 
20 (40.0) 
 
38 (26.4) 
9 (18.0) 
 
 
2.0912   
 
 
0.351 
Marital status 
Single 
Married 
 
72 (43.1) 
11(40.8) 
 
56 33.5) 
8 (29.6) 
 
39 (23.4) 
8 (29.6) 
 
 
0.5158 
 
 
0.773 
Religion 
Christian 
Muslim  
 
80 (44.2)     
3 (23.08) 
 
59 (32.60) 
5 (38.46) 
 
42 (23.20) 
5 (38.46) 
  
 
*0.229 
Data are presented in frequency (N) and proportions (%); χ2, Pearson’s chi-square value; *p-value˂ 0.05; 
**p-value of fisher’s exact testl;  
 
4.7 Other perceptions about GMOs and GMFs  
Other perceptions about GMOs and GMFs of the study respondents covered the area of 
the environment, preferred food production source and their level of acceptability of 
GMFs. 
 
4.7.1 Perception of GMOs on the environment 
Table 6 summarizes the perceptions held about the impact of GMOs (GM crops) on the 
environment. It was observed that 37.1% of the study participants held the perception 
that GMOs have a negative impact of on the environment whilst 28.4% perceived GMOs 
to have a positive impact on the environment. However, 34.5% of the respondents were 
not sure about the impact of GMOs on the environment (Table 7). 
  
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Table 7: Participants perception about the impact of GMOs on the environment 
Response Frequency  
 
Percentage    
 
Positive  
 
59 
 
28.4 
   
 
Negative  
 
81 
 
37.1 
   
 
Not Sure 
 
54 
 
34.5 
   
 
Total 
 
194 
 
100.0 
   
 
 
4.7.2 Preferred Food production Source and the acceptability of GMFs if they 
were cheaper 
On the preferred source of food production, the majority of the respondents (73.7%) 
preferred foods produced by organic means; 17.0% preferred foods produced using 
inorganic fertilizer while only 9.3% of the respondents preferred foods produced using 
GM technology (Table 8). The majority of the participants preferred organic foods 
because they believe organic foods are safe for consumption, good for health and contain 
no harmful chemicals which could be dangerous to the human health. They also indicated 
that foods produced from organic sources nourish to grow nutritious foods. 
The study respondents accentuated their opinion concerning the acceptability of GMFs 
if they were cheaper 
Table 8: Respondents’ preferred food production sources 
Technique Frequency (N) Percentage (%) 
GM Technology 18 9.3 
Organic Fertilizer 143 73.7 
Inorganic Fertilizer 33 17.0 
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4.7.3 Association of socio-demographics and acceptability of GMFs if they were 
cheaper 
A bivariate analysis was carried out between the socio-demographic characteristics of 
the study respondents, level of awareness of the study participants and acceptability of 
GMFs. The result showed in table 10.0 indicates that there was no significant association 
between age, marital status, education level, religion and acceptability of GMFs. 
Meanwhile, gender (p=0. 006) and program study (p=0. 034) were found to be 
significantly associated with the acceptability of GMFs if they were cheaper (Table 10.0). 
 
  
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Table 9: Association between socio-demographics and acceptability of GMFs if 
they were cheaper 
Characteristics  
 
Will accept 
N (%) 
Will not 
accept 
N (%) 
Chi 
square 
P value  
 
Age Group 
>18 
28-37 
<47 
 
53(46.1)        
26(49.0)    
13(50)         
 
62(53.9) 
27(50.9) 
13(50) 
 
 
0.2083    
 
 
0.906 
 
Sex 
Male  
Female 
 
59(59.6)     
34.7(40.0)         
 
 
40(40.4) 
65.3(60.0) 
 
 
12.0156  
 
 
 
*0.001 
 
Education level 
Undergraduate 
Postgraduate 
 
 
 
67(46.5)         
26(52.0)         
 
 
77(53.5) 
24(48.0) 
 
 
 
0.1795    
 
 
 
0.672 
 
Religion 
Christian  
Muslim 
 
88(48.6)          
9(69.2)           
 
93(51.4) 
4(30.8) 
 
 
 
 
 
**0.150 
 
Marital Status 
Single  
Married 
 
82(49.1)          
10(37.0)          
 
 
85(50.9) 
17(63.0) 
 
 
1.3568    
 
 
0.244 
 
Data are presented in frequency (N) and proportions (%); *p-values˂ 0.05; **p-value of the Fisher exact 
test 
 
 
 
 
 
 
 
  
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CHAPTER FIVE 
DISCUSSION 
5.1 Introduction 
This chapter discusses the findings of the study taking into account available literature. 
The purpose of the study was to examine the perception of GMOs and GMFs and its 
perceived risks and benefits on health among Students of University of Ghana. The 
objectives were to determine the level of awareness of GMOs/GMFs, to explore the 
sources of information of GMFs and to investigate the perceived health effects of GMFs. 
The study found high awareness levels of GMOs/GMFs among university of Ghana 
students. The study found television and radio as the major sources from which the 
students access information on GMOs and GMFs. Out of the total participants, 73.2% of 
them believed that GMFs are in Ghana. Socio-demographic characteristics were found 
not to influence awareness level. Generally, the study respondents identified 
consumption of GMFs as harmful to health. These findings are discussed in detail in the 
following paragraphs. 
 
5.2 Awareness level and Knowledge 
Issue regarding GMFs and GMOs is very crucial one worldwide and since its inception, 
people from different part of the world have been concern and shown key interest (Buah, 
2011). This may explain why, in this study all the participants showed interest in 
participating in the survey. The majority of the study participants (90.7%) had high 
awareness level on GMOs and GMFs. This findings corroborate with previous studies 
that showed  high level of awareness of GMOs and GMFs among University Students in 
Malaysia (Amin, Azlan, Hamdan, Samian, & Haron, 2011) and Slovakia (Prokop, 
Lešková, Kubiatko, & Diran, 2007) and among geography teachers in Turkey (Demirci, 
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41 
 
2008). Findings from this study was also in trend with awareness level of GMFs among 
academia, research institutes and governments ministries in Ghana (Buah, 2011). 
However, findings from this study compared by a study conducted at three different 
points of sale: supermarkets, kiosks (small roadside shops) and posho mills (mechanical 
mills for maize) in Nairobi Kenya where 62% of the study participants were totally 
unaware of biotechnology and GMFs (Kimenju, De Groote, Karugia, Mbogoh, & Poland, 
2005). This disparity could be because 58.3% of the study respondents in the Kenyan 
study were below the university level of education as compared to the current study 
where all the study participants were university students; pursuing either first degree or 
postgraduate degree and for that matter they are academic imbibed and enlightened and 
can easily access information. High level of awareness of biotechnology and GMFs 
among University of Ghana students was reflected in their knowledge about GMFs. The 
study results showed that study participants (73.7%) had good knowledge about what 
GMFs mean and understand the application of GM technology. This is consistent with a 
similar study conducted in Indonesia (Februhartanty, Widyastuti, & Iswarawanti, 2007) 
which found that 70% of study participants had good knowledge about GMFs.  
In this study, the respondents’ awareness level was found not to be the influence of socio-
demographic characteristics. This observed difference could be explained by the special 
knowledge of GMFs possessed by that age group. It could also be as a result of the 
skewness of the data (table 4).  
 
5.3 Sources of information on biotechnology and GMFs 
With regards to accessing information, this study identified the mass media (television 
and radio) as the main sources of information on biotechnology and GMFs. This is 
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42 
 
consistent with findings from previous study that showed that the main sources 
information on biotechnology is the media (television, radio and newspaper (Kimenju et 
al., 2005). Again, in the work of Frewer et al., (2004), television and radio were identified 
as part of major sources of information on GMOs and GMFs. Also it was confirmed by 
studies of Curtis, McCluskey, & Wahl, (2004) and Tekedere, Taban & Çaliskan, (2011) 
that the mass media is very important sector on GMOs and GMFs issues. The public now 
spend much time watching television and listening to the radio because is the major 
source of entertainment and education, and it appears to have greatly impacted on the 
public awareness on GMFs. The media have been identified as an important tool to 
disseminate health information (Haque,  Arafat,  Roy,  Khan,  Majbah Uddin, 2014). Due 
to GMFs effect on public health (Maghari & Ardekani, 2011), it has become the subject 
of ongoing debate which usually takes place in the electronic media. This could be the 
underlying reasons why the electronic media is the major source of information. 
The television and radio were found to be the most trusted sources of information on 
GMFs. This is contrasted by study which found that television, radio, newspapers and 
other media outlets were not well trusted by the international public( Blaine, Kamaldeen, 
2002). Several studies had also found that people trusted accessing information from 
environment and consumer organizations as well as medical profession (Bonny, 2003; 
Gaskell, 2000)  
 
5.4 Risk and benefits Perceptions about GMFs effects on health 
In the past biotechnology was basically used for protecting plants from disease and 
harmful insects. However, from the last two decades it has spread its tentacles to different 
areas. Current research in biotechnology focuses on health, industry, environment, and 
agriculture (Demirci, 2008).   
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With regards to health, more than one-third of the study respondents expressed fears 
about the health effects of GM foods. About forty two percent of the study participants 
perceived that consumption of GMFs could be harmful to human health. They thought 
people could suffer from allergy, cancer, antibiotic resistant, infertility after consumption 
of GMFs. The findings of this study is consistent with an earlier study (Kimenju et al., 
2005). This could be argued that it was “misinformation’ stirred up by activists circulated 
by the media, which led the study respondents to view GMFs as harmful to health. The 
implication of GMFs on health has become public health concern (Maghari & Ardekani, 
2011). There seems to be no established empirical evidence about the risk of GMFs in 
relation to health. This has led to much speculation about GMFs effect on health. This 
could also account for the negative perception of the study participants concerning 
GMFs. However, a significant number of the respondents (32.0%) believed that 
consumption of GMFs has positive effect on health. Most of those who believe that 
GMFs has positive effect on health assigned their reasons to it improved nutritional 
value. This observation is similar to  an earlier study conducted in Indonesia among 
agricultural scientist which found that 39% of the study participants which perceived 
GMFs consumption as positive to health associated their reason to the improved 
nutritional value (Februhartanty et al., 2007). Some study participants also believed that 
use of GMFs as vaccine to infer immunity in human is a very important benefit to human 
health. For example in the whole of South East Asia; GM potatoes are required to meet 
annual demand for hepatitis B vaccine (Key, Ma, & Drake, 2008).  
Potential benefits are seen from GMFs (Kimenju et al., 2005). However, in general, 
participants did not see GMFs to be as healthy as its organic counterpart nor did they feel 
very strongly about the health attributes associated with GMFs. The study participants 
perceived organic food products to be more closely linked to positive health attributes 
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compared to GMFs. This observation is consistent to a study conducted among students 
at North Dakota State University in Fargo and the University of North Dakota in Grand 
Forks which found that people preferred organic foods because it’s more safe and 
healthier (Anderson et al., 2005).  
On the other hand, there is a lack of scientific data concerning environmental and health 
effects from both industrial and public research sources (Pryme & Lembcke, 
2003;Pusztai, 2002; Zdziarski, Edwards, Carman, & Haynes, 2014). Furthermore, there 
is little empirical evidence that eating today’s GMFs is unhealthy, except in rare cases of 
allergenicity (Pryme & Lembcke, 2003; Pusztai, 2002; Zdziarski, Edwards, Carman, & 
Haynes, 2014). GMFs have been consumed by hundreds of millions of people across the 
world for more than 15 years, with no reported ill effects (Key et al., 2008). Therefore, 
conclusion drawn by scientific panels sponsored by the National Academy of Sciences, 
the British Royal Society, and the World health Organization, and other reputable 
institutions stated that Genetically Modified Crops (GMCs) are both safe to human and 
the environment, however, they accentuated the need for careful research and oversight 
(Chen & Li, 2007; Appell, 2014). 
Generally, the use of GMT to produce foods with enhanced nutrient was perceived by 
study participants to have both potential benefits and risk; 51% of the study respondents’ 
perceived the use of GM technology to produce food as risky while 49% believed it’s 
useful. However, with regards to the use of GMT to make crops more resistant to pest 
and diseases; majority of the respondents (63.9%) believes that is very useful. Similarly, 
previous studies have shown more positive views towards GM when used as crop disease 
resistant as compared to food enhancement generally (McComas, Besley, & Steinhardt, 
2014; Anunda, Njoka, & Shauri, 2010). 
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5.5 Other perceptions about GMOs and GMFs 
On the issue on the environment, the findings of this study corroborate with Sloan (2000) 
study. The previous study reported that consumers perceived organic food production as 
environmentally friendly, however using GMT in food production is perceived as less 
environmentally friendly and that consumers are unaware of the benefits that GM has to 
the environment (Siró, Kápolna, Kápolna, & Lugasi, 2008). It was revealed in this study 
that participants who believe GMOs has negative impact on the environment are much 
more concern about the unknown effect on the environment. However, a significant 
number of the study participants held positive perception of GMOs impact on the 
environment with believe that GM crops uses less chemicals.  .  
 
5.6 The Relationship between Gender and Perception 
Generally, the findings from this present study showed that female had more unfavorable 
perceptions of GMO and GMFs. There were significant relationships between perception 
of GMFs effect on health, GMOs Impact on the environment, the acceptability of GMFs 
and gender. Furthermore, it was revealed that females perceived more risks in relation to 
GMFs effect on health and also to the application of GMT as compared to their male 
counterpart. This observation  is in trend with National Science report which found that 
there is significant gender gap in attitude towards genetic modification, with female 
considerably more likely than men to believe that the risk outweighed the benefits (Blaine 
& Kamaldeen, 2002).  Similarly, the findings of this study also showed that males were 
more likely to accept GMFs if they were cheaper as compared to females. However the 
findings is consistent with the hypothesis (Moerbeek & Casimir, 2005). Again the current 
findings of this study is also supported by other studies (Buah, 2011; Moerbeek & 
Casimir, 2005; James & Burton, 2003; Anunda, Njoka, & Shauri, 2010) which detected 
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difference in perception according to gender, mainly, females, had more negative attitude 
towards GMFs. In a related study, (Burton, Rigby, Young & James, 2001) concluded that 
females shoppers were willing to pay more premiums to avoid GMFs than males, 
suggesting less acceptability of GMFs among females. Moreover, studies have revealed 
that women perceive lower benefits and are less likely to accept GMT then men (Siegrist, 
Cvetkovich, & Roth, 2000; Costa-Font, Gil, & Traill, 2008). These results indicate a 
significant divergence exists between men and women regarding their opinions about 
genetic modification of crops and foods. Since the study was made up highly educated 
participants, therefore, the disparity between male and female attitude towards 
biotechnology and GMFs could not be explained by lack of knowledge of biotechnology. 
However, they may be explained by variation in trust, values and subjective norms. This 
implies that views and perception of gender with regards to GMOs and GMFs is very 
important to be considered in making informed decision for the public. 
 
5.7 Application of the Conceptual Framework to Perception about GMFs 
From the conceptual framework the content of information and its source influence 
consumer or individual attitudes, beliefs and perceptions regarding GMFs. Also its shows 
that attitude has greatest influence on perception. Favorable attitudes/unfavorable 
attitudes depends on the subjective thinking of individuals about GMFs. The conceptual 
framework was supported by Fishbein Multi-attribute Model (Fishbein, 1963) states that 
an attitude towards a product is based on knowledge about the product itself as well as 
its attributes, which is referred to as the so-called ‘bottom-up’ formation of attitude. The 
results from this study revealed that respondents widely accessed information on GMFs 
from mainly the mass media (television and radio) and other sources which reflected in 
the high awareness on GMFs recorded among the respondents. This simply means that 
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perception form by the respondents about GMFs was largely influence by the kind of 
information received from the mass media, as an individual’s perception (risks/benefits) 
is influence by the content of the message received (Frewer et al., 1996). Also the 
conceptual framework shows that process or techniques used in production of the 
products influence attitude about GMFs. The result revealed that majority (73.7%) of the 
study respondents preferred organic fertilizer source of food production followed 
In conclusion, the results of the study revealed that providing information on GMFs will 
help improve people’s knowledge about GMFs, perceptions about the potential health 
outcomes of GMFs and in turn develop positive attitude towards GMFS. The results of 
this study supported the constructs of the conceptual framework. 
 
 
 
 
 
 
 
 
 
 
  
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CHAPTER SIX 
CONCLUSIONS AND RECOMMENDATIONS 
6.1 Conclusions 
This study sought to investigate the perception of GMOs and GMFs and its perceived 
risks and benefits on health among students of the University of Ghana. 
This study revealed a high awareness of GMOs and GMFs among student of the 
University of Ghana with majority of them indicating the availability of GMFs in Ghana. 
The majority of the study respondents does understand what GMOs and GMFs mean and 
comprehend the basic concept underpinning GMT. 
 University of Ghana Students accessed their information on GMOs and GMFs mainly 
from the television and radio. Additionally the study revealed television and radio were 
the most trusted sources of information on GMOs and GMFs for the study participants. 
Generally, the study participants moderately held risk perception about GMOs and 
GMFs. Averagely, the study participants believed that consumption of GMFs could pose 
health risk to individuals. However, it was revealed that the majority of the study 
participants supported the use of GMT to produce crops that resist disease caused by 
insects and pests. Furthermore, it was also found that more females perceived GM 
products to have health risk compared to their male counterpart. 
  
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6.2 Recommendations 
6.2.1 Education 
The study revealed a high awareness about GMOs and GMFs. However, emphasis must 
also be given to educating people about the technology by providing them factual 
information.  
The mass media (television and radio) can serve as a starting point for effective targeted 
communication on GMFs in the future. Television and radio should be used as effective 
media to disseminate and educate students on GMOs and GMFs issues. This same media 
strategy could also be extended to the general public in terms of awareness creation and 
educational campaigns to help the general public make well informed decisions and 
become actively involved in the decision making process.  
 
6.2.2 Policy 
Based on the findings of the study, it seems to be a common knowledge to the majority 
of the study participants that GMFs are present in Ghana. The implication therefore is 
that, policy-makers must consider the issue of GMFs and bring all appropriate 
stakeholders on board so as to discuss the way forward to make the right and appropriate 
GM policies. 
  
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6.2.3 Research  
Finally, studies tracking public opinion should be conducted regularly, in order to 
determine awareness levels, capture the impact of awareness activities, the perceptions 
and reveal trends. Studies should be extended to other tertiary institutions, smaller towns, 
rural areas, and urban areas in Ghana in order to include these segments of the population 
in the national discourse. 
Gender has been identified to predict attitudes towards GMOs and GMFs. It is therefore 
recommended that more studies should be carried out to unearth the underpinning causes 
behind the disparities. This will inform appropriate measures to address the issues on 
what is lacking and needed for further improvement. 
 
 
 
 
 
 
 
 
 
 
  
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APPENDICES 
Appendix 1: Consent Form 
 
Title of Research: Perceptions of Genetically Modified Goods (GMFs) and Its Perceived 
Risks and Benefits on Health among University Of Ghana (Ug) Students 
Principal Investigator: Johnny Owusu 
Address: P. O. Box LG 13, School of Public Health, College of Health Sciences, 
University of Ghana, Legon 
Email: jondell100@yahoo.com 
Mobile: 0243088882 
Introduction: 
This study aims at examining the perception of GMFs and its perceived risks and benefits 
on health which is undertaken by Johnny Owusu, a Master of Science student at the 
School of Public Health, University of Ghana. The study seeks to examine the awareness 
level of GMOs/GMFs and perception regarding it. The study aims at providing the basis 
for public health interventions, and in designing awareness and educational campaigns 
about GMFs. This consent form contains all the information you will need to know about 
the study to be undertaken before you decide to consent to take part in the above 
mentioned study. 
 
 
 
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Confidentiality and Anonymity 
You are been invited to participate in this study and your participation is voluntary. You 
will be given the opportunity to ask questions before you decide to take part in the study. 
If you agree to take part in the study, you will be asked to provide personal information 
and other related information about GMFs. All the information you provide will be kept 
confidential and the data will be locked in a cabinet. The information will be accessible 
only to the researcher and the research team. Your name and identity will not be needed 
for the study. The information you provide will only be identified by a code number and 
will be treated strictly confidential. Your name shall not appear or be mentioned in any 
part of the report that will come out of this study.  
Benefits and harm 
Your involvement in this study will only be through an interview and you will not be 
exposed to any form risks if you consent to take part. Your participation in the study or 
your decision to withdraw from the study, will not affect you in any way whatsoever. 
You will not be given any monetary or any kind of reward. All the information you will 
give to the researcher will be used for this study.  
For further questions and clarification about the study, you contact the principal 
investigator on jondell100@yahoo.com or 0243088882 or the administrator of the Ghana 
Health Service Ethical Review Committee, Mrs. Hannah Frimpong on 0243235225 or 
0507041223. 
 
  
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Appendix 2: Questionnaire  
Study on Perceptions of Genetically Modified Foods and its Effect on Health 
among University of Ghana Students (Ghana) 
We are carrying out this survey to explore the perceptions people have about genetically 
modified organisms/genetically modified foods. We would ask for your views on number 
of different subjects relating to the genetically modified foods. Your input will be treated 
strictly confidential but it will contribute to the Knowledge in understanding people’s 
perceptions of genetically modified foods.
 
Demographics 
1. What is your age (as of your last birthday) 
__DD/mm/yyy  
2. What is your gender?  
1. Male ☐ 2. Female ☐ 
3. What is your marital status? 
1. Single 2. Married 3. Divorced 5. Other, Specify 
    
4. What is your level? 
1. Undergraduate (Specify the level) 
______________________________________________________ 
2. Master’s degree      ☐ 
3. PhD                            ☐ 
5. What programme are you studying? 
 
 
6. What is your religion?  
 
1. Christian 
 
 
 
2. Muslim 
 
 
 
3.Traditional 
 
 
   
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 Other, 
Specify______________________________________________________________________
__ 
7. Have you heard of GMOs/Genetically Modified Foods (GMFs)? Yes☐     No ☐ 
8. What is your level of interest in GM foods issues?  
1. Very interested  
2. Not interested  
3. Somehow interested 
9. What does a genetically modified food mean? (Please chose your best answer 
1. Genetically modified foods are foods derived from organism whose genetic material (DNA) 
has been         modified by the introduction of a gene sequence from different organism 
2. Genetically modified foods are foods derived from organism with modified genetic material 
3. Genetically modified foods are foods derived from other organisms 
10. Do you think GM foods are available in Ghana? (Please if yes answer the next 
question) 
1. Yes____        2. No_____ 
11. Where can we found these GM foods? (Please list them) 
____________________________________________________________________________
_________ 
-
____________________________________________________________________________
_________ 
12. What is your source of information on GM foods? (You may choose more than one 
option) 
 
1 
 
Radio 
 
 
2 
 
Television 
 
 
3 
 
Newspapers 
 
 
4 
 
Books 
 
 
5 
 
Internet 
 
 
6 
 
Lecturer/Teacher 
 
 
7 
 
Workshop 
 
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8 
 
Friend 
 
 
Other, Specify______________________________________________ 
13. To what extent are these sources trustworthy?  
1. Highly trusted 
2. Lowly trusted 
3. Not sure 
 14. What is your view on GM foods in terms of consumption? (Please select your best 
answer only) 
1. Harmful to health 
2. Not harmful to health 
3. Not sure 
15. Which of these food production sources would you prefer? (Please select your best 
answer) 
1. The use of genetic modification technology 
2. The use of organic fertilizer 
3. The use of inorganic fertilizer 
16. What is your reason for your chosen source of food production in question 15?  
____________________________________________________________________________ 
____________________________________________________________________________ 
____________________________________________________________________________ 
17. What do you think about the impact GMOs on the environment? 
1. Positive 
2. Negative 
3. Not sure 
18. Please give reason(s) to your answer (Q17). 
____________________________________________________________________________ 
____________________________________________________________________________ 
_________________________________________________________________________ 
 
19. Name any known potential health risk associated with genetically modified foods. 
____________________________________________________________________________ 
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____________________________________________________________________________ 
____________________________________________________________________________ 
20. Name any known health benefit(s) associated with GM foods? (Please list them). 
____________________________________________________________________________ 
____________________________________________________________________________ 
____________________________________________________________________________ 
21. Do you know any known economic benefits associated with genetically modified 
foods? (Please list them) 
____________________________________________________________________________ 
____________________________________________________________________________ 
____________________________________________________________________________ 
____________________________________________________________________________ 
Please rate the following questions (Question 22 to 25) as useful or risky and whether it 
should be encourage or not. 
22. The use of modern biotechnology in production of GM food. For example to make 
them higher in     protein, keep longer or change the taste. 
 1. Useful                     2. Risky 
 23. Will you encourage it? 
1. Yes                      2. No             3. Not sure 
24. Taking genes from plant species and transferring them into crop plants to make them 
more resistant to insect pest in order to avoid insect related disease which usually 
culminate in low yield 
1. Useful                        2. Risky 
25. Will you encourage it? 
1. Yes                             2. No        3. Not sure 
26. Will you accept GM Foods if they were cheaper? 
1. Will accept  
2. Will not accept 
3. Not sure 
 
 
 
 
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