FACTORS THAT CAUSE ANXIETY IN LEARNING ENGLISH SPEAKING SKILLS
AMONG COLLEGE STUDENTS IN CITY OF MALABON UNIVERSITY:
BASIS FOR 1 YEAR ACTION PLAN
INTRODUCTION
In Webster’s New World College Dictionary, speaking is the act of talking. In
effective communication, speaking is one of the most important skill to be developed
and enhanced. Being able to express ideas, opinions, and concepts through speech is
vital in communication process. It is not merely words from mouth but being able to
relate thoughts in clear, effective, and concise manner. Alongside with Listening,
Reading, and Writing, Speaking is second communication skill in language. According to
Harris (1974) there are five components of speaking skill concerned with
comprehension, grammar, vocabulary, pronunciation, fluency. Speaking is regarded as
one of the most challenging aspect of language learning.
The four language skills of listening, speaking, reading, and writing are all
interconnected. Proficiency in each skill is necessary to become a well-rounded
communicator, but the ability to speak skilfully provides the speaker with several
distinct advantages (Gerald Gillis, 2013). According to him the capacity of the speaker
to put words together in a meaningful way to reflect thoughts, opinions, and feelings
provides the speaker with these important advantages such as ability to inform,
persuade, and direct; ability to stand out from the rest; career enhancement; and
personal satisfaction. Speaking is very important in career success as also in second
language learning. In these modern times, being able to communicate using English
language is an advantage in most field of profession. Without using proper language to
communicate, people cannot achieve the goals and vision they want to achieve.
Since the late 19th century, English has been referred as a global lingua franca.
As English language is dominantly used around the globe, the challenge to the non-
native speakers in learning foreign language rises. It is right to assume that a college
student should be able to communicate in foreign language in a way that is direct, clear
and with fluidity because of the Basic English subjects taken in their previous years of
studies. The schools and teachers understand the need to provide quality education for
their students to hone their ability and develop their skills particularly in speaking skills.
Speaking in foreign language can be a challenging task for many students because it is
needs interaction. They must speak with somebody unlike the other skills that can be
done alone. Learners show lack of motivation in English classroom particularly in
participation that requires speaking skills. They need to learn Foreign language and be
able to communicate effectively but on the contrary the first step of learning the skill
cause them to experience fear and anxiety. The anxiety experienced in speaking English
language inside the classroom can limit their ability to function more and can slowdown
the process of achieving educational goals.
Several studies have investigated the issue of foreign language anxiety in
speaking performance. Firstly, study conducted by Riffat-un-Nisa Awan, et al (2010)
entitled “An Investigation of Foreign Language Classroom Anxiety and Its Relationship
with Students’ Achievement (A case study in university of Sargodha). The finding shows
that language anxiety and achievement are negatively related to each other. It is also
found that female students are less.
Anxiety is an emotion characterized by feelings of tension, worried thoughts and
physical changes like increased blood pressure. People with anxiety disorders usually
have recurring intrusive thoughts or concerns. They may avoid certain situations out of
worry. They may also have physical symptoms such as sweating, trembling, dizziness,
or a rapid heartbeat. Generalized anxiety disorder can be described as excessive fear
about a different life aspect such as work, family, relationship, or health without a
specific cause or real threat. The symptoms last for at least six months with signs such
as insomnia, restlessness, muscle tension, excessive worry, and fatigue.
Regarding Foreign Language Classroom Anxiety, a milestone research was
conducted by Horwitz through the classroom cooperation of second language learners
of the French language (Foreign Language Classroom Anxiety, E. & M. Horwitz, 1986).
In their study, 75 student were given questionnaires regarding how they feel in certain
situations related to second language learning such as: performing an oral reading,
written works, sight reading, assessing whether the instructor will give a positive
remark for their participation.
From the Horwitzes’ research, the research community continued to investigate
further on the existence of a condition which can be labelled as language learning
anxiety. A considerable problem on this topic, as pointed out by Scovel in his 1988
research which, is that there is no clear cut evidence of language learning anxiety per
se or a particular condition from which difficulty of learning language comes from,
rather language learning anxiety is just a product of a student’s fear from
underperformance of certain tasks which leads to a diminished sense of confidence thus
resulting to confirming experiencing the presented emotions in the questionnaires. This
is also the reason why there is a dearth of reliable researches in this topic. The
elusiveness of a way of confirming whether the condition of language anxiety is the
determinant of language underperformance or language learning anxiety is a result of a
student not being able to achieve the established standards set by the language
instructor in the classroom second language learning set up.
Past studies have determined some causes related to foreign language speaking
anxiety such as shyness or reticence (Friedman, 1980), attitudes of classmates and
cultural stereotypes, and foreign teacher etc. (Timina, 2015). Findings by Horwitz et al.
(1986) have been the most influential. They identified three causes of language anxiety,
that is, communication apprehension, test anxiety and fear of negative evaluation.
Other causes are: being grade conscious, fear to commit mistake especially in
grammar, difficulty in articulating foreign words and regional accent.
CONCEPTUAL FRAMEWORK
INPUT PROCESS OUTPUT
Respondents’ Profile Gathering of data
1 Year Action Plan
in terms of: through:
Based on the
Age, Gender, Survey
College Questionnaire, Findings from
department, and Language Learning
Year level Statistical
Anxiety Research
Analysis,
Figure 1 – Paradigm of the Study.
The Input-Process method is used in the research. Input contains the profile of the
respondents, their age, gender, college department, year level, their assessment on the
factors that cause anxiety in learning English speaking skill as to communication
apprehension, fear of negative evaluation, shyness, consciousness of grammatical
applications, fear of failing and corrections, and cultural stereotypes.
Process refers to the strategies used by the researcher to determine the outcome of the
study by means of answering the survey questionnaire to collect information for the
study. Data gathered for the study will be analysed and interpreted using statistical
tools applicable in the study. The SPSS software can also be implemented to handle the
data gathered in the research.
Output will be a one (1) year Action Plan to address the issues caused by anxiety in
language learning such as: skipping classes or absenteeism, detrimental effect on
students' confidence, self-esteem and level of participation, and even possible
emergence of bullying or forms of it arising from negative psychological compensating
mechanism caused by low academic performance (2015, Youth Risk Behavior Survey).
The proposed Action Plan will focus on recommending ways to lessen the severity of
second language learning anxiety. This was adapted from the successful experimental
research conducted in Malaysia among medical students who experience varying levels
of anxiety by Coumaravelou Saravanan and Rajiah Kingston (2013, A Randomized
Control Study of Psychological Intervention to Reduce Anxiety, Amotivation and
Psychological Distress Among Medical Students).
As performed from the study, anxiety experiencing students were clustered into groups
of 5 fostering a sense of community thus, allowing them to have a reliable support
system to allay their fears of being judged, among other reasons. Another key in their
successful research was the intervention of a psychology professional whom they were
given five (5) appointments or professional intervention.
However, another thing to be considered in this Action Program is the possible
challenge on the lack of funds of whosoever implements the product of this research.
Considering this, another viable option will be direct mitigation of causes of language
anxiety. Students can still be grouped into smaller clusters and foster a sense of
belongingness. There can also be activities which can be implemented such as before
classes, students will be given the schedule of activities to be done in a school day and
thus, alleviate the root of anxiety which irrational apprehensiveness of uncertain things
which triggers their over preparation or overthinking response.
STATEMENT OF THE PROBLEM
This study is aimed to determine the factors that cause anxiety in learning English
speaking skills among college students in City of Malabon University in order to
construct a 1-year action plan.
It seeks to answer the following questions:
1. Respondents profile as to:
1.1. Age
1.2. Gender
1.3. College department
1.4. Year level
2. Respondents’ assessment on the factors that cause anxiety in learning English
speaking skills, in terms of:
2.1. Communication apprehension
2.2. Fear of negative evaluation
2.3. Shyness
2.4. Consciousness of grammatical applications
2.5. Fear of failing and corrections
2.6. Cultural stereotypes
3. Is there a significant difference on the four (4) groups of respondents’ assessment
on the factors that cause anxiety in learning English speaking skills of the
aforementioned variables cited above?
4. How the study helps in preparing a 1 year action plan to which particular language
anxiety causing factors are most prevalent among the respondents and thus, needs
to be addressed more thoroughly?
HYPOTHESIS
The hypothesis were tested for the acceptance or rejection at 5% level of significance.
There is no significant difference in the respondents’ assessment on the factor that
cause anxiety in learning English speaking skills.
SIGNIFICANCE OF THE STUDY
This research will benefit the following:
School Administrator – as the highest authority in a school set up,
administrators can benefit from this research as the policy makers. They can refer to
the situations experienced by the students to better be able to manage the school. This
can also serve as a basis on budget management allocations. On a wider scale, it can
also be good use to other higher policy makers.
Guidance Counsellors/School Guidance Teachers – this research serves as
additional literature for guidance personnel to base on for better grasp of the problems
students experience during learning second language. They can also prepare
interventions for students, who are considered to be on lower level of language learning
progress, from this research.
Teachers – they can refer to this research for implementing new language
teaching strategies. They can also use the materials from this research as an
assessment tool for the level of comfortability of students in second language learning
situation. They can also reconsider that poor performance by students may be result of
anxiety rather than attributing the underperformance to the lower learning capability of
students.
Other researchers – this research can serve as additional literature for those
who wish to investigate further in language learning related factors
SCOPE AND DELIMITATION OF THE STUDY
This study is to focus on determining the Factors that Cause Anxiety among the
Student of the City of Malabon University in Learning English Speaking Skill. The
respondents were City of Malabon University students’ who belong to different discipline
such as College of Arts and Science, College of Business Administration, College of
Engineering Technology, and College of Teacher Education. In total of two hundred
(200) students, fifty (50) students from each college department were randomly
selected for data gathering through Google form survey within the time frame of one
week. Furthermore, the factors given in survey questionnaires were the result of
previous research.
Definition of Terms
Anxiety - defined as apprehension, tension, or uneasiness that stems from the
anticipation of danger, which may be internal or external (Diagnostic and Statistical
Manual of Mental Disorders, 1980).
Anxiety in Learning English Speaking Skills - refers to anxiety experience under
the process of learning English Speaking Skills
Basic English Subjects - refers to elementary basics of English such as the
orthography, elementary grammar, syntax, and semantics
Communication - the process of exchanging ideas from a sender to a receiver
through a certain medium
Language Learning - the process of learning language. Used here to refer to
secondary language learning
Speaking Skills - mastery over the process of transmitting ideas and information
orally in variety of situations.
Foreign Language - refers to any language encountered by a non-native speaker
Language Anxiety - refers to feeling of apprehension caused by uncomfortability in
language learning situations
Lingua Franca - a language or mixture of languages used as a medium of
communication by people whose native languages are different
Non-native Speakers - refers to people who speak their own language other than a
studied second language, refers to English language learners as used in this paper
Second Language Learning - the process of learning a new language
CHAPTER 2
Research Related Literatures
Local Studies
From a recent study conducted among Filipino students, there was a mention that:
“numerous and varied studies have been conducted to determine the factors that affect
English proficiency, particularly the language learning of non-native English users.
Evidence has shown that language anxiety is one of the strongest predictors of
language learning success and that it has incapacitating effects on the language
learner. Whereas facilitating anxiety produces positive effects on the learners’
performance, too much anxiety may cause poor performance.
Horwitz et al. described language anxiety as a situation-specific anxiety construct, which
is mostly independent of the other types of anxiety and is characterized as “high
feelings of self-consciousness and fear of making mistakes and a desire to be perfect
when speaking,” while Gardner and MacIntyre described language anxiety as the
apprehension that occurs when a language student learns a second or foreign
language. There are contributing factors to language anxiety of learners, such as
participating in speaking activities, inability to understand the lessons, and evaluation
among others, while inhibiting factors are peer affiliation or a feeling of communal
connectedness, classroom set-up, and teacher’s role. Language anxiety can be
manifested in the different stages of language learning, the input, processing, and
output stages, and describing how anxiety is related to these three stages can provide
insights on why second language learners and foreign language learners suffer from
linguistic difficulties and mistakes.
Although there is sufficient literature about foreign language learning anxiety, there is
still a scarcity of available and published written materials investigating the status of
foreign language learning anxiety in the Philippines. Thus, intending to address this
problem, this study investigated the attributions about the English language anxiety of
Filipino students enrolled in teacher education courses and how language anxiety
affects their English proficiency and their language learning. Specifically, the study
sought to address the following issues.
(1) What are the sources of language anxiety of Filipino teacher education learners?
(2) What are the causes of the respondents’ language anxiety?
(3) How may the English proficiency of the respondents be described?
(4) Is there a significant relationship between the language anxiety of the
respondents and their English proficiency?
(5) How does language anxiety affect the second language learning of the
respondents?
(6) How may the effects of language anxiety on the second language learning of the
respondents be described?”
The aforementioned research was led by Rhodora Jugo and published under the title
Language Anxiety in Focus: The Case of Filipino Undergraduate Teacher Education
Learners, 2020. From her work, it can be seen that there is a reason to further address
the issue of language anxiety for it is an existent learning condition and thus can impair
the smooth flow of a learning set up.
Another pertinent research is this one titled: What is So Scary about Learning English?
Investigating Language Anxiety among Filipino College Students”.
From this 2019 paper published by Gacho, he says that “Anxiety in the field of
foreign/second language learning has been studied extensively due to its adverse
influence in the language acquisition process (see Bailey, 1983; Horwitz, Horwitz &
Cope, 1986; MacIntyre & Gardner, 1994; Young, 1991; Ohata, 2005; Pappamihiel,
2002; Williams & Andrade, 2008, as cited in, Lucas, Miraflores & Go, 2011). It is defined
as “a distinct complex of self-perceptions, beliefs, feelings, and behaviours related to
classroom language learning arising from the uniqueness of the language learning
process” (Horwitz, Horwitz, & Cope, 1986, p. 128). Anxiety has been observed among
language learners in such symptoms as “freezing” in class, “going blank” before exams,
and feeling reticent about entering the classroom (Horwitz, Horwitz & Cope, 1986, p.
128). In addition, English language students, as well as those learners studying a
foreign language, experience anxiety when it comes to such classroom situations that
involve speaking in front of a group of their fellow students or taking a test in a
language other than their first language. With language anxiety, these learners tend to
develop apprehension, worry, or even fear which lead them to have difficulty
concentrating, becoming forgetful, sweating, and having palpitations.
According to MacIntyre and Gardner (1991), learners of both foreign and second
language are likely to experience language anxiety and this in turn can pose possible
problems "because it can interfere with the acquisition, retention, and production of the
new language" (p. 86). Krashen (1985a, 1985b) posits that language anxiety constrains
students’ capacity to process language inputs and hinders the course of language
acquisition. It means that when anxiety impairs mental function, students who are
anxious have the tendency to acquire less and thus may be incapable of displaying
what they have learned in the language class.
On a similar vein, studies have shown that language anxiety affects the communication
strategies learners can use in a language class. Ely (1986), for instance, reported that
anxious learners were less probable to take challenges in the language class.
Foreign Studies
The vast majority of researchers cite Horwitzes as the forerunner in conducting
research about the existence of language learning anxiety in the learner of second
language. Another forerunner will Thomas Scovel who conducted similar researches
regarding second language learning or foreign language learning anxiety.
Another relevant research will be of Zheng, published in 2008 which states that:
“Anxiety is one of the most well documented psychological phenomena. The definition
of anxety ranges from an amalgam of overt behavioural characteristics that can be
studied scientifically to introspective feelings that are epistemologically inaccessible
(Casado & Dereshiwsky, 2001). Broadly speaking, anxiety is the subjective feeling of
tension, apprehension, nervousness, and worry associated with an arousal of the
automatic nervous system (Spielberger, 1983). Traditionally, the nature of anxiety has
been differentiated into trait anxiety, situational anxiety, and state anxiety. Though no
clear delineation between these three categories can be claimed, the differences can
roughly be identified on a continuum from stability to transience, with trait anxiety
related to a generally stable predisposition to be nervous in a wide range of situations
on one end, and a moment-to-moment experience of transient emotional state on the
other.
Situational anxiety falls in the middle of the continuum, representing the probability of
becoming anxious in a particular type of situation. To recognize language anxiety in a
broader context of research on anxiety, MacIntyre (1998) observed that language
anxiety is a form of situation-specific anxiety, and research on language anxiety should
employ measures of anxiety experienced in particular second/foreign language
contexts. He conceived of language anxiety as “the worry and negative emotional
reaction aroused when learning or using a second language” (p. 27). Similarly, Horwitz,
Horwitz and Cope (1991) conceptualized foreign language anxiety as a “distinct
complex of self-perceptions, beliefs, feelings, and behaviours related to classroom
language learning arising from the uniqueness of the language learning process” (p.
31).
The recent history of studies on anxiety in the language learning area is remarkably
influenced by two seminal papers. First, Scovel (1978) identified that early perspectives
of anxiety generated very inconsistent results concerning the relationship between
anxiety and second language achievement. Scovel attributed the conflicting and mixed
results to different anxiety measures and different conceptualizations of anxiety. He
claimed that ambiguous experimental results can be resolved if the distinction between
facilitating and debilitating anxiety is drawn.
Facilitating anxiety occurs when the difficulty level of the task triggers the proper
amount of anxiety. However, although a certain level of anxiety may be beneficial, too
much anxiety can lead to a debilitating effect, which may lead to avoidance of work or
inefficient work performance.
Horwitz, Horwitz and Cope’s (1986) paper is also influential. The authors clearly
articulated the concept of foreign language anxiety. Placing language anxiety in the
framework of related concepts of anxiety, the authors recognized that language anxiety
is a situation-specific anxiety construct, largely independent of the other types of
anxiety. One major contribution of their paper is it offers a Foreign Language Classroom
Anxiety Scale. This self-report instrument, eliciting responses of anxiety specific to
foreign language classroom settings, triggered an avalanche of similar studies. The
results of these studies demonstrated that language anxiety exerts a debilitating role in
the second/foreign language classroom in different contexts.
The complexity of anxiety is also reflected in the means of its measurement. There are
three major ways of measuring anxiety in research, including behavioural observation
or rating; physiological assessment such as heart rates or blood pressure tests; and
participants’ self-reports, in which internal feelings and reactions are measured (Casado
& Dereshiwsky, 2001; Daly, 1991). Participants’ self-reports are utilized most often in
examining the anxiety phenomenon in educational studies. Summarizing the above
discussions, it is recognized that language anxiety, a type of situational specific
psychological phenomenon bearing its own characteristics from
Language learning contexts, is a relatively distinctive form of anxiety. Language anxiety
is also intricately intertwined with other individual differences such as personality traits,
emotion, and motivation.
Local Literature
From Raizza P. Bello, the mental health crisis has been called by professionals “the next
pandemic.” In a 2017 World Health Organization (WHO) report, it was stated that
around 3.3 million Filipinos already suffer from depressive disorders, one of the highest
cases in Southeast Asia. Last May, the WHO also warned of an impending global mental
health crisis affecting millions due to COVID-19.
This is a grave concern for students like Geli who study in medical schools. Throughout
the years, Geli shares she has learned to compartmentalize stressors; mental health
issues cannot be given much space in medical education, as it may risk one’s academic
standing.
Enduring pandemic-induced anxieties as the last school year came to a close, she
began reflecting on her learning experience and discussing the LOA option with her
parents — as she ultimately felt the need to pursue self-betterment and progress on
her own terms.
Since going on a study break these past months, Geli has transitioned to healthier
personal routines, has created a podcast, and has been active in her advocacies
previously sidelined when she entered medical school. She is currently volunteering
with Healthcare Without Harm, an international organization promoting awareness and
greener practices geared towards climate health. Geli also dedicated this period to
review her first year and second year school subjects (CNN Philippines Online, 2020).
She says, “It’s not something to be ashamed of. Taking a leave of absence doesn’t
mean [that] you’re not strong enough to handle the school year ‘cause I know I could
have handled the school year if push comes to shove. Taking a LOA is really just doing
what’s best for you and giving yourself the best chance and the best pass forward even
if it’s not the most traditional sense.” (Why Some Students Chose to File a Leave of
Absence During the COVID Crisis, 2020).
Foreign Literature
According to Kingston, anxiety aggravates psychological distress and reduces the
motivation among graduate students. This study aimed to identify psychological
intervention for test anxiety, which reduces the level of psychological distress,
motivation and increases the intrinsic and extrinsic motivation among medical students
(2014).
According to Hashemi, language learners usually express anxiety, apprehension and
nervousness when learning a new language. Language anxiety can originate from
learners’ own sense of ‘self’, their self-related cognitions, language learning difficulties,
differences in learners’ and target language cultures, differences in social status of the
speakers and interlocutors, and from the fear of losing self-identity. Consideration of
language learners’ anxiety reactions by a language teacher is deemed highly important
in order to assist them to achieve the intended performance goals in the target
language (Tanveer, 2007).
Synthesis of Research Related Literature
This proof of the existence a condition called foreign language anxiety is a
definite concern for teaching and learning stakeholders. As built upon by preceding
researchers and authorities in the field, the value of understanding the phenomena
which is language learning anxiety, is shown now more than before.
English Language teachers, with students of any level, need to be aware of this
rising trend of furthering the available information regarding this topic.
This is in respect to the surging global demand of being capable in learning
English to be able to participate in school setting, community, and the job market.
There have been strong consistent proofs that being well versed in the English
language is a positive factor in landing a job (Pandey & Pandey, 2014). Furthermore, as
backed by Harvard publications, there were also evident proofs that mastery over
English leads to higher chances of work promotion (John Beeson, June 2009).
Another thing is that since English is widely considered as the universal language
to access the information realm called the internet, a tremendous amount of loss is
suffered by an individual unable to exhibit grasp of the language. (The Role of English
as a Global Language, 2014)
This research hopes to address the issue of bettering the odds of an English as
Second Language Learner in mastery of the subject by alleviating the factors which
impede progress.
CHAPTER 3
RESEARCH METHODOLOGY AND PROCEDURE
This chapter presents the methods used in the study. It consist of research design,
population and sample, research instrument, procedure, and data analysis.
RESEARCH DESIGN
In doing this study, descriptive research is applied as the design. This research
describes the characteristics of the population or phenomenon studied. Descriptive
Research is a purposive process of gathering, analysing, classifying, and tabulating data
about prevailing conditions, beliefs, processes, trends, and cause-effect relationship and
then adequate and accurate interpretation about such data with or without aid of
statistical treatment.
RESPONDENTS OF THE STUDY
The respondents of the study were the students of the City of Malabon University. Two
hundred (200) respondents composed of fifty (50) students from College of Arts and
Science (CAS), College of Business Administration (CBA), College of Engineering
Technology (CET), and College of Teacher Education (CTE) were chosen randomly.
RESEARCH INSTRUMENT
In gathering data from the respondents, the researchers constructed survey
questionnaire to collect the data needed for the study. The research instrument is
consisted of two parts. The first part of the research covers the students profile
such as age, gender, department, and year level. The second part is their
assessment in the Factors that Cause Anxiety in Learning English Speaking Skills in
terms of communication apprehension, fear of negative evaluation, shyness, and
consciousness of grammatical applications, fear of failing and corrections, and
cultural stereotypes.
VALIDATION OF THE INSTRUMENTS
The researcher-made questionnaire was submitted to the research professor for
comments and suggestions. The trial of the survey questionnaire was also conducted by
asking 10 sample respondents to know if they understand the questionnaire and to
know if there is anything to be improved. After the dry-run, the questionnaire was again
submitted to the researchers’ adviser for further comments and suggestions. The final
copy of the questionnaire was used for the survey.
DATA GATHERING PROCEDURES
The first step before going to the testing proper is to make a request letter. The
researcher requested for the approval of the President or Vice President for Academic
Affairs and College Deans of the City of Malabon University to administer this research
study by sending the questionnaire through Google form to the students and use
existing data to get the profile of the students.
SAMPLING TECHNIQUES
Fifty (50) students from College of Arts and Science (CAS), fifty (50) students of College
of Business Administration (CBA), fifty (50) Students College of Engineering Technology
(CET), and fifty (50) Students College of Teacher Education (CTE) were chosen through
random sampling. Random sampling is one such procedure that selects a sample of
units from a population by chance, typically to facilitate generalization from the sample
to the population (Shadish, Cook, & Campbell, 2002). Random sampling ensures that
results obtained from your sample should approximate what would have been obtained
if the entire population had been measured (Shadish et al., 2002). The simplest random
sample allows all the units in the population to have an equal chance of being selected.
Often in practice we rely on more complex sampling techniques.
DISTRIBUTION AND RETRIEVAL OF THE QUESTIONNAIRE
The researcher conducted the survey of the study within one week to adjust on
students’ availability. The researchers sent a link of the Google form to the students of
the each department through social media platforms from June 21, 2021 to June 27,
2021. The researchers requested also the cooperation from the class representative of
each department. The collected questionnaires were arranged for collation of data for
the study.
STATISTICAL TREATMENT OF DATA
To determine the actual number of the respondent needed for the study, the following
formula was used:
Percentage was used as the tool for statistical test to determine the number
and profile of the respondents.
The following formula was used:
f
% = N
x 100
Where:
% - Percentage
f - Sample Size
N - Total number of respondents
Weighted Mean was used to determine the status of involves multiplying each
data point in a set by a value which is determined by some characteristic of whatever
contributed to the data point.
The following formula was used:
Wx =
∑ fx
N
Where:
f - frequency
∑ fx - summation of frequency times score
N - number of respondents
Friedman’s Two-way Analysis of Variance (ANOVA) by Ranks was used
to determine the significant difference of the three groups of respondents.
The following formula was used:
F = ( nk (k12+1) ) ∑ R −3 n(k +1)
2
i
Where:
K - number of columns
n - number of rows
Ri - sum of the ranks
Standard Deviation was used to measures the dispersion of a dataset relative
to its mean. The standard deviation is calculated as the square root of variance by
determining each data point's deviation relative to the mean. If the data points are
further from the mean, there is a higher deviation within the data set; thus, the more
spread out the data, the higher the standard deviation .
σ = Lower case sigma is the symbol for standard deviation
Σ = Upper case sigma is the summation symbol
X = Each individual value in the data set
x̅ = The arithmetic mean (known as “x-bar”)
n = The number of data points in the set (the number of X values)