International Journal of Trend in Scientific Research and Development (IJTSRD)
Volume 3 Issue 6, October 2019 Available Online: www.ijtsrd.com e-ISSN: 2456 - 6470
♦ t
The Effect of the Non-Cognitive Trait; Self-Efficacy as a
Predictor of Students' Academic Productivity in
Anglo-Saxon Universities in Cameroon
Neba Vernat Neh
Faculty of Education, Department of Educational Psychology, University of Buea, Buea, Cameroon
KEYWORDS: Non-Cognitive Trait, Self-
Efficacy and Academic Productivity
How to cite this paper: Neba Vernat Neh
"The Effect of the Non-Cognitive Trait;
Self-Efficacy as a Predictor of Students’
Academic Productivity in Anglo-Saxon
pp.1005-1022, URL:
https://www.ijtsrd.com / papers/ijtsrd29
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Introduction
Many traits, skills, factors and abilities matter for success in
life but the underlying dimension and classification of these
traits are widely contested across the social sciences
(Humphries & Kosse, 2016). Heckman (2008) stipulated
that, social scientists like psychologists have often predicted
academic success to be dependent on cognitive traits such as
intelligence and academic abilities but another very different
set of traits, often referred to as non-cognitive traits such as
conscientiousness, academic grit, intrinsic motivation,
optimism, self-efficacy, goal-orientation and self-control, also
have a strong predictive power over academic success and
they are critical for later life outcomes, including success in
the labour market.
The term ‘non-cognitive’ embraces a vast terrain of
psychological traits, skills, attributes, factors, strategies,
attitudes and behaviours which are not cognitive but which
act both as determinants and outcomes of behaviour (Ou &
Reynolds, 2016). Ou and Reynolds (2016) stated that the
term is placed in inverted commas since it is clear that the
boundary between non-cognitive and cognitive
psychological domains is blurred, and that many attitudes
and psychosocial traits often described as belonging to the
non-cognitive domain of functioning involve cognitive traits
such as self-beliefs, expectancy of future performance and
self-concept.
Self-efficacy is one of the attribute of non-cognitive
psychological traits amongst others which may affect
students’ academic productivity. Bandura (1997) cited in
Chemers, Hu and Garcia (2001) defined academic self-
efficacy as the belief in one’s capability to organize and
execute courses of actions required to produce given
attainments. Efficacy beliefs influence the particular courses
of action a person chooses to pursue, the amount of effort
that will be expended, perseverance in the face of challenges
and failures, resilience, and the ability to cope with the
demands associated with the chosen course (Bandura,
Universities in
Cameroon"
Published in
International Journal
of Trend in Scientific
Research and
Development (ijtsrd),
ISSN: 2456-6470,
Volume-3 | Issue-6,
October 2019,
ABSTRACT
This study investigated into the effect of the N on-cognitive T rait; Self-efficacy
as a Predictor of Students’ Academic Productivity in Anglo-Saxon Universities
in Cameroon. The mixed methods research design was used and the sample
was made up of 443 postgraduate students of six faculties in the universities
of Buea and Bamenda. In selecting respondents and study sites for the study, a
multi-stage sampling technique (purposive, opportunity, simple random and
stratified sampling technique) was used. The instruments used for data
collection was a closed ended questionnaire and a focus group discussion
guide for students. The content validity index was 0.96 and the overall
reliability of the instrument was 0.955. Data was analysed quantitatively and
qualitatively and descriptive (frequency counts, percentages) and inferential
statistics (Chi-Square) were used to analyze quantitative data while qualitative
data was analyzed using thematic analysis. Spearman rho test was used to
establish the relationship between self-efficacy and academic productivity of
university students. The findings indicated that there was a significant,
positive and strong relationship between self-efficacy and academic
productivity with P-value <0.001, far <0.05. The positive sign of the
correlation coefficient (R=0.506**) implied that academic productivity
significantly increased with increase in self-efficacy. Findings have
implications for pedagogic practices as teachers need to establish a friendly
relationship with their students and build these officious traits in this latter,
since the study indicates that students with these skills enjoy, and engage, in
learning effectively and perform highly in their educational tasks. This
encourages the active implementation of the student-centered approach to
learning in which case the students’ needs and interests are catered for,
causing them to develop a sense of belonging, ownership and autonomy in
their educational activities. Based on the findings, some recommendations
were made to the effect that counselors should caution students, and enlighten
them on the need to develop their self-efficacy and as well as strengthen their
belief that their performances can be improved upon. This will inject in the
students an additional effort in their studies.
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1986], Self-efficacy has been related to persistence, tenacity,
and achievement in educational settings (Schunk, 1981;
Zimmerman, 1989],
Bandura (1982) stated that persons with high self-efficacy
are able to plan effectively and successfully in completion of
a task. He added that such persons believe about their
capacities and confidently apply them in such a way that
they achieve goals and even highly completed tasks. In
contrast, a person who avoids complicated tasks, will be
unable to plan to achieve goals; neither does he/she believe
in his/her capacities to attain his/her goals (he/she being a
person with low self-efficacy. High self-efficacy goes with
those who understand their capacities and successfully plan
their activities while persons with low self-efficacy are
unable to perform their assignment (Bandura, 1982).
Social cognitive psychologists highlighted the effects of self-
efficacy on students’ learning and achievement of academic
goals (Shunk, 1989). Students with high self-efficacy are
confident to understand a lesson, to solve educational
problems, and to select most difficult courses (Zimmerman,
1989). Bandura (1982) found that students with high self-
efficacy are able to complete a complex task and believe that
they can understand and solve a mathematic problem as
contrasted to students with low self-efficacy. Students with
high self-efficacy study most advanced fields and it helps in
the selection of special (optional) courses (Zajacova, Scott,
Lynch, & Espenshade, 2005).
Academic productivity is used interchangeably with
academic performance, and academic success, which is
indispensable in every formal educational institution
(Kpolovie, Joe, & Okoto, 2014). Academic performance of
student is the ability of the student to study and remember
facts and being able to communicate his knowledge orally or
in written form in daily life (Udoh, 2005 in Udoh, 2012).
Academic performance of students is the centre around
which the whole education system revolves. The success and
failure of any educational institution is measured in terms of
academic performance of students. Not only the schools, but
parents also have very high expectations from students with
respect to their academic performance, as they believe that
better academic results may lead to better career options
and future security (Narad, & Abdullah, 2016).
Kpolovie et.,al (2014) opined that academic productivity is
the outcome of education, the extent to which a student,
teacher or institution has achieved their educational goals.
Kpolovie et.al (2014) added that academic productivity of an
individual is influenced by various factors such as
personality, intellectual ability, and environment. Academic
productivity is a measurable index that depicts a student's
cognitive, affective and psychomotor domains in an
educational setting (Kpolovie et.al, 2014). Farooq, Chaudhry,
Shafiq & Berhanu (2011) confirmed that academic success
has a great influence on a student’s self-esteem, motivation,
and perseverance in higher education. Poor academic
productivity or high failure rates may result in unacceptable
levels of attrition, reduced graduate throughput, increased
cost of education and this also reduces admission
opportunities for high education students seeking higher
degrees (Farooq et.al, 2011).
Steinmayr, Meibner, Weidinger & Wirthwein (2014) stated
that academic performance has to do with what a learner is
able to accomplish by execution of class work in the school.
Stiggings (2001) sees academic performance as something a
learner do or achieve at school, college or university, in class,
in a laboratory or field work. Stemler (2012) defines
academic performance as a student’s ability to apply the
acquired academic knowledge successfully and argues that
being in possession of academic knowledge does not
guarantee successful application and use of the knowledge.
According to Ayan and Garcia (2008), academic performance
is defined in terms of grades. According to the Cambridge
U niversity Reporter (2003) academic performance is defined
in terms of examination performance. Academic
performance refers to what the student have learned or
what skills the student has acquired and is usually measured
through assessments like standardized tests, performance
assessments and portfolio assessments (Santrock, 2006).
Statement of the problem
When most people think of success, they picture cognitive
abilities and as such most students are required to take some
form of assessment to predict their performance forgetting
the fact that success goes far beyond assessment of cognitive
abilities. Non-cognitive traits have a significant influence on
student’s productivity since when students have officious
believes, the tenacity, and persistence to push through
challenges they persist in task despite obstacles.
It has been observed that assessments in school settings
focus solely on students’ academic ability though the
assessment mechanism varies by institution; it generally
involves a combination of test scores. While these are
important academic indicators, they fail to account for the
"whole student,” and focus primarily on academic and
intellectual evaluations without fostering or assessing non-
cognitive traits like self-efficacy, persistence and
conscientiousness which help students navigate the varied
landscape of academics. With too much heavy emphasis on
cognitive traits (intelligent test) and ignoring the non-
cognitive trait of self-efficacy, most students are bound to fail
or have poor academic productivity which makes most
students to end up repeating classes and this goes a long way
to put a burden on parents, make students feel they are not
good enough to be in the university and their belief about
their productivity in courses often lead to low self-efficacy
and thus school dropout. This may even go a long way to
dampen their self-confidence for future activities related to
academics. It is against this backdrop that the study sought
to investigate the effect of the Non-cognitive trait; Self-
efficacy as a predictor of students’ academic productivity in
Anglo-Saxon universities in Cameroon.
Objective of study
The objective of the study was to investigate the effect of
self-efficacy on students’ academic productivity in Anglo-
Saxon universities in Cameroon.
Research question
What is the effect of self-efficacy on the academic
productivity of students in Anglo-Saxon universities in
Cameroon?
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International Journal of Trend in Scientific Research and Development (IJTSRD] @ www.iitsrd.com eiSSN: 2456-6470
Hypotheses
> Ho: There is no significant relationship between self-
efficacy and the academic productivity of students in
Anglo-Saxon universities in Cameroon.
> Ha: There is a significant relationship between self-
efficacy and the academic productivity of students in
Anglo-Saxon universities in Cameroon.
Significance of the study
This study could help out the teachers in the university to
understand the nature of self-efficacy and especially the
importance of factors that contributed toward the
development of self-efficacy beliefs. It might help the
teachers to use such strategies or techniques such as
credible communication, feedback, guide the student
through task and motivate them to make their best effort to
complete the given task. It could also help the teachers to
introduce cooperative learning strategies among students in
which students work together and help one another as it has
a dual outcome of improving self-efficacy, persistence and
academic achievement. Also teachers would be aware that
not only cognitive traits should be assessed to conclude on
student performance but non cognitive factors could equally
be asses and high usage of cognitive test should equally be
minimized in school settings since they measure only
cognitive factors.
More so, this study could equally help the university
students to prepare for life since he or she most have seen
the relevance of high self-efficacy since beliefs about self-
efficacy have a significant impact on the definition of goals,
and compliance through the influence they exert on
individually choice, motivation, resilience, and on emotional
reactions. These, on the other hand, would influence the
effort and persistence in performing a given task and thus
making him or her to take responsibility of their action and
success in every aspect of life
Literature review
Theoretical review
Albert Bandura’s (1997) Self-efficacy theory
The Self-efficacy theory lies at the centre of Bandura's social
cognitive theory since self-efficacy is a construct of social
cognitive theory which emphasizes the role of observational
learning and social experience in the development of the
human personality. Bandura’s (1977) social learning theory,
though renamed as social cognitive theory in 1986, has given
path to self-efficacy. Self-efficacy is the belief in one’s own
ability to successfully accomplish some-thing (Bandura,
1994).
Bandura’s self-efficacy theory tells us that people generally
will only attempt things they believe they can accomplish
and won’t attempt things they believe they will fail. People
with a strong sense of efficacy believe they can accomplish
even difficult tasks. They see these as challenges to be
mastered, rather than threats to be avoided (Bandura, 1994).
Efficacious people set challenging goals and maintain strong
commitment to them. In the face of impending failure, they
increase and sustain their efforts to be successful. They
approach difficult or threatening situations with confidence
that they have control over them. Having this type of outlook
reduces stress and lowers the risk of depression (Bandura,
1994). The theory introduces the idea that the perception of
efficacy is influenced by four factors: mastery experience
(performance accomplishments), vicarious experience,
verbal persuasion, and somatic and emotional state
(physiological feedback) (Bandura, 1994,1997) which will
be looked upon below.
Mastery experiences: Bandura (1997) stated that mastery
experiences are first and foremost source of self-efficacy. He
said mastery experience is the most significant source of the
interpretation of results of one’s own prior achievements. He
believed that judgments of one’s ability are formed or
revised when university students interpret the outcomes of
the academic tasks completed by them. The feelings of
success can raise their confidence level and they can use
their skill to do similar tasks in future but the sense of failure
may work oppositely. However nothing is more powerful
than having a direct experience of mastery to increase self-
efficacy.
Mastery experience is linked to this study in that it helps
students master their academic task and as such develop
self-confidence to try new task. Mastery experience help
students to overcome difficult task and such students
develop a strong sense of self-efficacy thus improvement of
academic productivity. Having a success, for example in
mastering a task or controlling an environment, will build
self- belief in that area whereas a failure will undermine that
efficacy belief in students. For a university student to have a
resilient sense of self-efficacy, it requires experience in
overcoming obstacles through effort and perseverance thus
enhancement of students’ academic productivity.
Vicarious experiences: The second source of self-efficacy
according to Bandura (1997) comes from our observation of
people around us; university students build their efficacy
beliefs by observing others especially people they consider
as role models. Thus models can play an influential role in
the formation of the beliefs of self-efficacy since seeing
people similar to ourselves succeed by their sustained effort
raises our beliefs that we too possess the capabilities to
master the activities needed for success in that area. Using
vicarious experiences university students are most likely to
modify their beliefs following a model's success or failure to
the degree that they feel similar to the model.
Vicarious Experiences is link to the study in that in a school
setting, when students see their mates performing better
than them, it serves as their source for making informative
comparisons. Students publicly label, rank, and discuss with
one another how smart their classmates are.” Thus, students’
self-appraisals of their own intellectual abilities are related
closely to the appraisals that their classmates have of them.
Additionally, students compare their progress with that of
others on similar tasks, and a person "low in ability chooses
a task that will discriminate between low-ability levels".
When low-achieving students see those who are similar to
themselves achieve successes, the low achievers believe they
have the capability of mastering similar activities. Simply
stated, they convince themselves that if other, similar,
students can do it, "they too have the capabilities to raise
their performance”
Again, vicarious experiences come from our observation of
people around us, especially people we consider as role
models. An "A” grade attained by a role model of university
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students in a difficult assignment may encourage other
students to complete the task. Again, if university student
see people similar to themselves succeed, their sustained
effort raises other students beliefs that they too possess the
capabilities to master the activities needed for success in
that area and as such academic productivity will be
enhanced. Vicarious experiences enable university students
to copy a model student who is successful in a course and as
such will want to be like the student. The student copying
good learning attributes from the model will equally perform
well in courses that models have equally succeed in thus
improvement in academic productivity.
Verbal/Social persuasion (influence): Influential people in
our lives such as parents, teachers, managers or coaches can
strengthen our beliefs that we have what it takes to succeed.
The feedback that university students receive from others on
their abilities and accomplished tasks is another source of
self-efficacy. The beliefs of their academic capabilities can be
firm and improved by the encouragement from parents,
teachers, and peers. At times they may depend on their
parents, teachers, peers and other significant people to
evaluate and judge the tasks completed by them or about
their skills and abilities. Usher and Pajares (2006) revealed
that being persuaded that we possess the capabilities to
master certain activities enable people to put in effort and
work harder. According to Usher and Pajares (2006) positive
feedback from parents, teachers and peers is a reliable
source of increasing and strengthening student self-efficacy
belief.
Social persuasion is related to this study in that individuals
depend on the feedback of others when evaluating their own
ability to perform a task. Students depend on evaluative
feedback, judgments, and appraisals from others that are
important to them. It is in the classroom setting that
students have numerous opportunities for teacher feedback
that can be either positive or negative. That, in turn, either
can help build a child’s self-efficacy or lessen it.
Again, being persuaded that we possess the capabilities to
master certain activities means that we are more likely to
put in the effort, persist in task and sustain obstacles when
problems arise. Since positive feedback from significant
others is a reliable source of increasing and strengthening
the confidence in students thus verbal persuasion foster in
university students high self-efficacy beliefs which goes a
long way to enhance their performance in academic task.
University students can make, revise and reject their self-
efficacy related beliefs through social persuasion from
parents, teachers, peers and significant others. Through
verbal influence university students can overcome
challenges and such this will increase their academic
productivity for tasks completed by them or about their
skills and abilities.
Physiological and Emotional states: Students interpret
anxiety (worry or unease), stress (strain or tension), fatigue
(weakness or low energy), and mood when they judge their
competence that is the state you’re in will influence howyou
judge your self-efficacy. Depression, for example, can
dampen confidence in our capabilities. Stress reactions or
tension are interpreted as signs of vulnerability to poor
performance whereas positive emotions can boost our
confidence in our skills. Strong emotional reactions to school
related tasks can provide clues to expected success or failure
(Usher & Pajares, 2006).
Emotional state is connected to the study in that students
may experience high anxiety which, in turn, can "undermine
self-efficacy. Students who experience a feeling of dread
when going to a particular class likely interpret their
apprehension as evidence of lack of skill in that area. Also,
since emotions is paramount to success or failure, strong
positive emotions like love to academic task enhances
university students interest in academic task, persistence in
the face of challenges thus enhancement in academic
productivity. But university students, who have a negative
emotional state towards academic task like fear, hinder their
self-efficacy and such students develop low self-efficacy in
academic task, which has a negative impact on their
academic productivity. Emotional States like stress reactions
or tension are a signs of vulnerability to poor performance in
university students whereas positive emotions can boost
university students confidence in skills. This theory is
illustrated; along with the interaction of images in figure 1.
The theory situates the active role of self-efficacy on
academic productivity in that people with high self-efficacy-
that is, students who believe they can perform well- are
more likely to view difficult tasks as something to be
mastered rather than something to be avoided and as such
with this efficacious attitude which is a non-cognitive skill
make them to persist in academic difficult task even in the
face of adversities.
Again, the theory is relevant in the study in that self-efficacy
supports a generative capacity such that individuals high in
self-efficacy generate and test alternative courses of action
when they do not meet with initial success. High self-efficacy
enhances functioning through elevated levels of effort and
persistence, and can enhance one’s ability to deal with
problematic situations in academics which enhance
academic productivity. As long as the learner is efficacious
enough to surmount difficulties they encounter, having some
concern about their ability to be successful in a learning
situation, will sustain psychological reactions supply
information that influences self-efficacy. Successful academic
performances are responsible for enhancing self-efficacy
whereas failure may reduce efficacy if the development of
self-efficacy was not strong. Learners who observe others
similar to them being successful in accomplishing a task
believe they too can accomplish the same task in the same
context. Teachers and parents providing persuasive
feedback (e.g you can do this) have been proven to increase
self-efficacy in the learner and their academic productivity
thus the relevance of the theory to the study.
Conceptual review
Self-efficacy as a non-cognitive trait
Self-efficacy is a concept drawn from Bandura’s (1977)
broad theory of the person, which posits that human
achievements depend on the reciprocal interactions of the
person’s behaviour, personal factors (or self), and
environmental conditions. Self-efficacy leads to specific
behaviours and motivations that can encourage or
discourage effective performance. Bandura (1994)
expounded that self-efficacy refers to one’s personal beliefs
in their ability to organize and perform a course of action
required to reach a desired target. Bandura (1994) detailed
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International Journal of Trend in Scientific Research and Development (IJTSRD] @ www.iitsrd.com eiSSN: 2456-6470
that self-efficacy tells us that people generally will only
attempt things they believe they can accomplish and won’t
attempt things they believe they will fail.
Bandura (1994) revealed that students with high academic
self-efficacy view problems as challenges to be mastered
instead of threats and set goals to meet the challenges; are
committed to the academic goals they set; have a task-
diagnostic orientation, which provides useful feedback to
improve performance, rather than a self-diagnostic
orientation, which reinforces the student’s low expectation
about what he or she can accomplish; view failures as a
result of insufficient effort or knowledge, not as a deficiency
of aptitude; and increase their efforts in cases of failure to
achieve the goals they have set (Bandura,1994).
Environmental interventions may improve self-efficacy,
which can lead the student to select more challenging tasks,
which in turn creates more opportunity for useful feedback
and can lead to increased self-efficacy and better outcomes.
Bandura (1986) documented self-efficacy as peoples’
certainty in their capability to perform an action or duty.
Self-efficacy is linked to making decisions, formulating a plan
of action, and maintaining the effort (Bandura, 1986).
Individuals’ self-efficacy enables them to motivate the
decisions they make and inevitably their courses of action
(Pajares & Schunk, 2001). People are more likely to engage
and involve themselves in activities and tasks in which they
feel confident and avoid activities where they doubt their
abilities (Vuong, Brown-Welty&Tracz, 2010). Motivation to
act and perform a task is limited when a person has the
impression that he or she cannot produce the desired effect
or response (success) (Bandura, Barbaranelli, Caprara &
Pastorelli, 1996).
Self-efficacy beliefs can determine how people feel, think,
motivate themselves, and act. Bandura point out that, in the
basis of self-efficacy there lies a mechanism of changing,
continuing and generalising of behaviour (Bandura, 1977).
Self-efficacy beliefs effect behaviour through important
means. These beliefs, do not only effect the choice of
activities, but also help persons in determining how much
they strive for achievement, how long they will exert
themselves against difficulties, and how they will handle
troubles and maintain their course (Bandura, 1977).
Self-efficacy can be defined broadly as individuals’
confidence in their capability to achieve particular goals
(Hsieh, Sullivan & Guerra, 2007). Bandura (1997) specified
that, self-efficacy refers to individuals’ assessment and
conviction regarding their ability to coordinate and perform
a task successfully or how well a person will act upon at
almost any challenge. Bandura et.al (1996) proposed that,
self-efficacy beliefs influence ambition, drive, persistence in
the face of challenges, and susceptibility to pressure and
stress.
Barry and Finney (2009) highlighted three categories of self-
efficacy namely; social, roommate, and academic self-
efficacy. Being able to have interpersonal relations with
fellow students and the university staff members shows
good social adjustment (Barry & Finney, 2009). Roommate
self-efficacy refers to interactions with roommates or people
with whom one resides (Zajacova et.al, 2005). Maintaining
good relations with people with whom one lives during the
course of one’s studies indicates effective interpersonal skills
and enhances social adjustment (Barry & Finney, 2009).
Social efficacy refers to an individual’s personal relations and
social adjustment (Wright, Jenkins-Guarnieri, & Murdock,
2012). Zajacova, Lynch and Espenshade (2005) highlighted
that the judgment and convictions that individuals hold
towards their capability to perform tasks constitute self-
efficacy. Social efficacy at university refers to a student’s
competence and capability to develop and maintain social
interactions with fellow students, as well as with the
university staff members (Zajacova et.al, 2005).
Heslin & Klehe (2006) expounded that a person’s self-
efficacy is a strong determinant of their effort,
determination, strategizing as well as their performance.
Bandura (2006) described self-efficacy as a set of self-beliefs
linked to distinct realms of functioning rather than a global
trait. Bandura (1977) asserted that self-efficacy is important
because individuals’ with high self-efficacy for a task tend to
try harder at the task and experience more positive
emotions relating to the task. Bandura (1986) added that the
stronger a students’ self-efficacy, the more persistent
students are in their learning. Individual with high self-
efficacy reported increased use of cognitive and self-
regulatory strategies (Pintrich & Schrauben, 1992). Self-
efficacy develops as students notice progress in their
learning and as they attain their goals.
Bandura (1991) elucidated that a strong sense of efficacy
enhances human accomplishment and personal well-being in
many ways. Bandura revealed that people with high
assurance in their capabilities approach difficult tasks as
challenges to be mastered rather than as threats to be
avoided. Such an efficacious outlook fosters intrinsic interest
and deep engrossment in activities (Bandura, 1991).
Bandura added that efficacious individuals set themselves
challenging goals and maintain strong commitment to them;
heighten and sustain their efforts in the face of failure;
quickly recover their sense of efficacy after failures or
setbacks; attribute failure to insufficient effort or deficient
knowledge and skills which are acquirable; approach
threatening situations with assurance that they can exercise
control over them and such an efficacious outlook produces
personal accomplishments, reduces stress and lowers
vulnerability to depression (Schwarzer, 1992).
In contrast, people who doubt their capabilities shy away
from difficult tasks which they view as personal threats;
have low aspirations and weak commitment to the goals
they choose to pursue; when faced with difficult tasks, they
dwell on their personal deficiencies, on the obstacles they
will encounter, and all kinds of adverse outcomes rather
than concentrate on how to perform successfully; they
slacken their efforts and give up quickly in the face of
difficulties and they are slow to recover their sense of
efficacy following failure or setbacks (Schwarzer, 1992).
Schunk (1994) inZinkeng (2011) discovered that if learners’
self-efficacy is not too low, it could serve as a motivator in
the increase of a students’ persistence toward completing
task. As long as the learner is efficacious enough to surmount
difficulties they encounter, having some concern about their
ability to be successful in a learning situation will sustain
psychological reactions supply information that influences
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International Journal of Trend in Scientific Research and Development (IJTSRD] @ www.iitsrd.com eiSSN: 2456-6470
self-efficacy. Successful academic performances are
responsible for enhancing self-efficacy whereas failure may
reduce efficacy if the development of self-efficacy was not
strong. Learners who observe others similar to them being
successful in accomplishing a task believe they too can
accomplish the same task in the same context. Teachers and
parents providing persuasive feedback (e.g you can do this]
have been proven to increase self-efficacy in the learner
(Zinkeng, 2011],
Schunk [1985], in Zinkeng [2011] argued that, a reciprocal
relationship exist between students’ goals setting and their
perceptions of self-efficacy. When students set intermediate
goals that are specific and proximal in time, they can
perceive their learning progress more readily, and this, in
turn, enhances their self-efficacy. Increased self-efficacy can
lead students reciprocally to set even more challenging
ultimate goals for themselves (Zimmerman, 1995], As
students work on task, they constantly compare their
progress to the goals that have been set. Students who
compare their progress toward learning goals are more apt
to experience a sense of self-efficacy for skill improvement
and engage in activities they believe to enhance learning.
Bandura [1997] argued that self-efficacy has its most
powerful motivational effects through the traits of cognized
goals. Goals provide the basis for self-regulation of effort by
providing a standard for judging the adequacy and
effectiveness of goal relevant effort and strategy (Bandura &
Cervone, 1983], Specific and difficult (but not impossible]
goals are strongly related to performance in a wide variety of
tasks and settings (Locke & Latham, 1990], Self-efficacy
leads to higher goals being set (Zimmerman, Bandura, &
Martinez-Pons, 1992], and high goals increase the positive
effects of self-efficacy by providing an evaluative context to
aid self-regulation (Cervone, Jiwani, & Wood, 1991], When
goals provide a standard, highly efficacious persons show a
stronger relationship among self-evaluation, self-direction,
and performance (Bandura & Schunk, 1981],
Schunk (1990], in Zinkeng (2011] opined that self-efficacy
dictates the choice of activities, effort, persistence, and
achievement. Learners weigh and combine factors such as
perceived ability, task difficulty, amount of effort, amount
and type of assistance received from others, perceived
similarity to models, and persuader credibility. Very central
to these self-efficacy effects seems to be the ability to
manage the stressors created in demanding situations by
means of a more positive analysis of extant risks and
available coping resources, which results in the tendency to
see demanding situations as challenges rather than threats
(Cheniers, Hu and Garcia, 2001],
Self-efficacy beliefs influence task choice, effort, persistence,
resilience, and achievement (Bandura, 1997] compared with
students who doubt their learning capabilities, those who
feel efficacious for learning or performing a task participate
development of academic self-efficacy more readily, work
harder, persist longer when they encounter difficulties, and
achieve at a higher level (Pajares and Schunk, 2001],
Students with strong senses of self-efficacy tendency involve
in challenging tasks, invest more effort and persistence, and
show excellent academic performance in comparison with
students who lack such confidence (Bong, 2001, cited by
Nasiriyan, Azar, Noruzy, Dalvand, 2011],
Bandura (2001] describes self-efficacy as a motivational
orientation that stimulates grit when faced with difficulties,
enhances deliberate actions, encourages long-term view,
fosters self-regulation and allows for self-correcting
whenever necessary. Metcalfe & Shinramura (1994] added
that university students with stronger academic self-efficacy
would probably use cognitive strategies. Such students may
employ metacognition, which may be defined as "thinking
about thinking” or "knowledge about knowing and learning”
which refers to a higher-order cognition used to monitor and
regulate cognitive traits such as reasoning, comprehension,
problem solving, learning, and so on (Metcalfe &
Shinramura,1994], They would effectively handle their
resources, believe intelligence is pliable, pursue mastery
goals rather than performance and therefore display better
academic performance (Metcalfe & Shimamura, 1994],
Zajacova, Lynch & Espenshade (2005] denoted that efforts
and persistence are one of the attributes of students with
high self-efficacy. Such students continuously work, if unable
to follow course, they find out effective ways to control
difficulties in achieving their goals (Ormrod, 2000], While
students with low self-efficacy will discontinue, they are
unable to remove barriers in achieving and learning
(Ormrod, 2000], Students with high self-efficacy are able to
pay serious attention, organize, and elaborate material
effectively through their cognitive aspect (Pintrich & Schunk,
1996; Zajacova, Scott, Lynch & Espenshade, 2005; Heslin &
Klehe, 2006],
Social cognitive psychologists (Bandura, 1989] identified
three factors in the development of high and low self-
efficacy. They include; students’ earlier academic record,
teachers’ message and success and failure of others:
Students’ earlier academic record: Students with poor
grades in previous examinations develop low-self efficacy.
Teachers’ guidance will foster this since such students
recognize the importance of effort and persistence for
learning and achieving a goal by developing resilient self-
efficacy (Bandura, 1989], Teachers must provide difficult
task to students which can be achieved with effort, and hard
work (Ormrod, 2000], Students whose previous academic
results are excellent, teachers must further enhance high
self-efficacy of such students and one effective technique is
intrinsic motivation (Bandura, 1989],
Teachers’ message: Motivational messages of teachers in
particular will develop students’ self-efficacy. Teachers
politely point out the drawbacks of the students’ work.
Frequent guidance and help of the teachers may develop
students’ negative attitude towards capacities and believe to
learn and achieve is injured. It conveys the message that "I
don’t think you can do this on your own”. The moderate
helping behaviour of the teacher will have a positive impact
while frequent guidance and supporting behaviour of
teachers may develop students’ dependency and feelings of
worthless (Bandura, 1989],
Success and failure of others: This is based on
observational learning. Students observe the output of their
class fellows and convinced that when their class fellows can
improve grades and learn lessons, they are also able to learn
and understand the difficulty. Class fellows of same age are
significant model to enhance greater high self-efficacy as
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compared to teachers (Schunk and Hanson, 1985], Peer
models have greater impact on developing self-efficacy in
particular observing those students who had difficulties at
some stage; later on removing barriers in academic tasks
(Schunk and Hanson, 1985}.
Efficacy beliefs play a vital role in the development of self-
directed lifelong learners in adolescents and young adults
(Holland, 1985). Students’ belief in their capabilities to
master academic activities affect their aspirations, level of
interest in intellectual pursuits, academic accomplishment
and how well they prepare themselves for different
occupational careers (Holland, 1985). Bandura (1986) came
to the conclusion that self-efficacy influences the choice and
commitment in a task, the energy spent in performing it, and
the level of the performance.
The concept of academic productivity
Academic productivity is used interchangeably with
academic performance, academic achievement and academic
success, which is indispensable in every formal educational
institution (Kpolovie, Joe & Okoto, 2014). Steinmayr,
Meibner, Weidinger & Wirthwein (2014) stated that
academic achievement has to do with what a learner is able
to accomplish by execution of class work in the school.
Stiggings (2001) sees academic achievement as something a
learner do or achieve at school, college or university, in class,
in a laboratory or field work. Stemler (2012) defines
academic performance as a student’s ability to apply the
acquired academic knowledge successfully and argues that
being in possession of academic knowledge does not
guarantee successful application and use of the knowledge.
According to Ayan and Garcia (2008), academic performance
is defined in terms of grades.
Spinath (2012) elicited that academic achievement or
(academic) productivity is the extent to which a student,
teacher or institution has achieved their short or long-term
educational goals. Spinath (2012) added that cumulative
GPA and completion of educational benchmarks such as
secondary school diplomas and bachelor's degrees represent
academic achievement. Ukwuije (1989) elucidated that
academic achievement or academic productivity has to do
with what a learner is able to accomplish by execution of
class work in the school.
Academic achievement is commonly measured through
examinations or continuous assessments but there is no
general agreement on how it is best evaluated or which
aspects are most important-procedural knowledge such as
skills or declarative knowledge such as facts (Ward, Stoker &
Murray-Ward, 1996). Williams (2018) stated that when
people hear the term "academic performance” they often
think of a person’s GPA. Williams (2018) further denoted
that people often consider grades first when defining
academic performance and this includes schools, which rank
students by their GPA, awarding special designations such as
valedictorian and salutatorian for those who graduate first
and second in their class. Williams (2018) added that
scholarship organizations and universities also start by
looking at grades, as do some employers, especially when
hiring recent graduates.
Ali, Jusoff, Ali, Mokhtar & Salamt (2009) expounded that
academic achievement is calculated by the CGPA
(Cumulative Grade Point Average) that shows the overall
academic performance of a student where it considers the
average of all examination grades for all semesters during
the tenure in a university. The students performing on the
low end of the continuum are considered low achievers, with
a grade point average below a B (below 70th percentile) on a
five-point grading system (e.g., A, B, C, D, and F) while high
achievers perform on the high end of the continuum with a
grade point average above a B (above 80th percentiles) on a
five-point grading system (Cohen, 2001).
Hattie & John (2009) posited that academic achievement
represents performance outcomes that indicate the extent to
which a person has accomplished specific goals that were the
focus of activities in instructional environments, specifically
in school, college, and university. Hattie & John (2009) added
that academic achievement should be considered to be a
multifaceted construct that comprises different domains of
learning. Hattie & John (2009) further revealed that
academic achievement is measured by the GPA (grade point
average) or by standardized assessments designed for
selection purpose such as the SAT (Scholastic Assessment
Test) which determines whether a student will have the
opportunity to continue his or her education (e.g., to attend a
university). Therefore, academic achievement defines
whether one can take part in higher education, and based on
the educational degrees one attains, influences one’s
vocational career after education(Hattie & John, 2009).
High achievers
Srivastava andSingha (2017) explained that a high achiever
would be a student who gets high marks and good grades in
his academic performances. High academic achievement
means the student is doing well in the examination,
especially for those who scores all "A” in the examination
(Othman & Leng, 2011). Kapoor (1987) stated that high
achievers have proper and planned reading habits than low
achievers, Michael (2007) revealed that there exists
significant difference between high and low achievers on
study strategies. Singh (1983) revealed that there exists a
significant difference in the self-concept of high and low
achievers which is in favour of high achievers
Low achievers
Chakrabarty & Saha (2014) ascribed the term low achievers
to a group of learners who fail to exhibit expected capability
in attaining specific grades in traditional evaluation
mechanism. Chakrabarty & Saha (2014) further ascribed
that low achievement is a challenging phenomenon in every
domain of learning but the scenario happens to be more
conspicuous in the context of learning. Chakrabarty & Saha
(2014) revealed that low in educational domain is the
possible outcome of the psychological reality of‘individual
difference, which postulates that learners enter the learning
backdrop with varied genetic constitution
Empirical review
Shkullaku (2013) investigated on the relationship between
self- efficacy and academic performance in the context of
gender among Albanian Students in Tiran, Albania. The data
was collected from 180 students (102 females and 78 males)
selected from first, second and third level studies. Both
universities and participants were selected randomly. A
questionnaire was used to measure self-efficacy and the
grade point average (GPA) of the first semester to measure
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the academic performance of the participants. The data was
analyzed using descriptive and inferential statistics. The
Pearson correlation coefficient was used to see the
relationship between self-efficacy and academic
performance. T-test was used to compare male and female
participants in self-efficacy and academic performance. The
results of the study showed that there was a significant
difference between males and females in self-efficacy. There
was no difference between males and females in academic
performance. Also, a significant relationship was found
between the students’ self-efficacy and academic
performance.
Merala, Colak & Zereyak (2014) conducted a study on the
relationship between self-efficacy and academic
performance. The aim of this study was to investigate
relationships between self-efficacy and academic
performance among a sample of 82 sophomore students
who attended instructional planning and evaluation class at
the Marmara University Technical Education Faculty. Survey
method was used in this research. The instrument was used
to measure self-efficacy is the Motivational Strategies Scale
developed by Pintrinch and De Groot (1990) and adapted
into Turkish by Altun and Erden (2006). Data analyzed by
Pearson’s Correlation and descriptive statistics. Findings
revealed that calculated correlation (r) were, 45 (p<, 01)
between academic performance and MSLQ score. However
there is no significant relation between self-efficacy and the
other variables (p>,05) and as such self-efficacy is more
efficient on academic performance than socio-economic
variables.
Koseoglu (2015) conducted a study on self-efficacy and
academic achievement -a case from Turkey. 214 First-year
university students filled in the Motivated Strategies
Learning Questionnaire, completed the implicit theories of
intelligence scale, answered the Achievement Goal Inventory
Scale, and self-reported their grade point averages. A
multivariate analysis of co-variance (MANCOVA) indicated
that students with low self-efficacy were inclined to believe
that intelligence is inherent and cannot be changed. It also
indicated that students with high self-efficacy preferred
mastery goals, which entailed challenges and new
knowledge, as well as performance goals that comprised
good grades and surpassing others. Additionally, a
hierarchical multiple regression analysis revealed that
effort-regulation, self-efficacy, and help-seeking explained
21% of the variance in GPA. It was also found that the
relationship between self-efficacy and GPA was partially
mediated by effort-regulation.
Ahmad & Safaria (2013) investigated the effects of self-
efficacy on students’ academic performance. The main
purpose of the paper is to discuss how self-efficacy
developed and the way it influences students’ academic
performance in addition to social interaction with peers. The
study was designed to study the impact of self-efficacy on 15
boys, students of the 5th grade of a local school. Hague’s
(1990) Urdu Self-efficacy scale was administered. Findings
show that students with high self-efficacy obtained higher
scores on 50 mathematical problems test. Further, content
analysis of interviewees’ responses showed that students
with high self-efficacy planned to study complex subjects in
future.
Methods
Research design
The study made use of the mixed-methods design with the
adoption of triangulation since it involves holistic, vigorous
and sophisticated inquiry. The mixed method is confronted
with a question or problem that has no ready answer (Amin,
2005). Triangulation was necessary to obtain a variety of
information on the same issue and to use the strengths of
each method to overcome the deficiencies of the other on the
phenomenon under investigation (Kumar, 2005).
Population of study
The population comprised of students in Anglo-Saxon
universities in Cameroon. The study targeted thirty-two
thousand, six hundred and seventy-two (32672) students in
state universities in English-Speaking regions of Cameroon
that are composed of the University of Buea (found in the
Southwest Region) andtheUniversityofBamenda (found in
the North West Region). They were selected because of
accessibility and convenience. All the faculties, colleges and
schools in these universities were targeted with the
exception of HTTC Kumba because of its separate
geographical location- Kumba. The accessible population of
this study was made up of 2476 postgraduate students in the
university of Buea and university of Bamenda but
considering the large population of students in each of the
institutions, this study was limited to three faculties in each
of the state universities: Faculty of Education, Faculty of
Science and Faculty of Social & Management Sciences, giving
a total of six faculties that make up the accessible population
of this study.
Sample and Sampling techniques
The Sample size was 443 post-graduate students including
366 Masters/M.Ed Students and 77 Doctorate/Ph.D
students. This sample was drawn from first year post¬
graduate students in the Faculty of Education (132), Faculty
of Science (155) and Faculty of Social and Management
Sciences (154) in the University of Buea (321) and Bamenda
(122) who had completed at least one semester
The probability sampling technique, specifically the simple
random sampling technique was used to select three
faculties in each of these universities. This afforded every
faculty an equal chance of being selected for the study. A
proportionate stratified sampling technique was then used
to get the number of students to participate per faculty and
per level. This technique was used to ensure that, the sample
size of each faculty and by level of study was proportionate
to the population size of the faculty when viewed against the
entire population. The accidental/ convenient/opportunity
sampling technique was adopted in choosing the students to
participate in the study since this technique consisted of
taking the sample from people who were available at the
time the study was carried out to fit the criteria the
researcher was looking for. Finally, in a situation where the
accessible population was more than the required sample,
the researcher made use of the simple random sampling
technique in order to pick out only the respondents needed
Instruments for data collection
This study employed a closed ended questionnaire for
students and a focused group-discussion for students. The
questionnaire comprised of 59 close-ended items rated on a
4 point Likert scale (Strongly Agree (SA = 4), Agree (A = 3),
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Disagree (D = 1] and Strongly Disagree (SD = 2], with
different statements which measured beliefs, feelings and
opinions of university students The purpose of the
questionnaire was to obtain information about students
ranging from their demographic information to their non-
cognitive traits and academic productivity. A focus-group
discussion consisting of seven (7] items was constructed to
obtain information from 30 students. The rationale for using
a focus-group discussion for this study was to obtain an in-
depth view on non-cognitive traits as a predictor of
university students’ academic productivity.
Measures
Self-efficacy: This consisted of statements which brought
out respondents’ opinions on self-efficacy and students’
academic productivity. The statements were rated on a four
point Likert scale (Strongly agreed=4, agreed=3, disagreed=2
and strongly disagreed=l] which contain 10 items as
follows; I don’t belief in my self-abilities; I’m often very
angry when I don't complete my daily task; When I believe I
can succeed in a task, I persist longer even in the face of
challenges; I often see difficult tasks as challenges to be
mastered rather than as threats to be avoided; I don’t set for
myself challenging goals; I often put in much effort to solve
difficult tasks; I maintain strong commitment to challenging
tasks; I don’t always take initiative to overcome difficult
situations, and I feel angry when challenges are more than
my ability.
The focus group were for students to discuss whether self-
efficacy affected their learning. How self-efficacy trait could
be built in or fostered in students. How self-efficacy could be
evaluated as a requirement for training skills, and to give
their opinions on how this training could be done.
Validity and reliability of instruments
Validity of instruments was done in three phases: face,
content, as well as construct validities were checked. The
content validity index was calculated at CVI = 0.96, which
according to Amin [2005], is acceptable at CVI > 0.7, thus
making the researcher to consider the instruments valid
since the inter-judge coefficient was greater than 0.7. To
check for reliability of the instruments, a pilot study was
conducted and reliability analysis report for the pilot test
instrument was not violated with Cronbach’s Alpha
Coefficient reliability analysis value of the instrument (IVM]
being 0.955.
Data analysis
This study dealt with two types of data namely: quantitative
and qualitative data and they were analysed as follows:
Analysis of quantitative data
Before analyzing the quantitative data that was collected for
the study, the test items were coded. Each of the
questionnaires was assigned a serial number. After the traits
of coding, a pre-designed EpiData Version 3.1 (EpiData
Association, Odense Denmark, 2008] database which has an
in-built consistency and validation checks was used to enter
the data. The essence of coding each test item and
questionnaire before data entering was to ensure easy cross
verification of the data set based on the individual responses
of the respondents if need arose. After the completion of data
entry, the information from 443 participants was then
exported to Statistical Package for Social Science (SPSS
version 23.0] for further consistency check, data cleaning
and eventual analysis.
Data was then analysed with the aid of descriptive and
inferential statistics. The descriptive statistical tools used
were frequency count and percentages. Spearman’s rho test
was the inferential statistical tests adopted for the study. The
spearman’s rho test which is a non-paranretric test was used
in testing the hypothesis of the study. This test was used
because the data for all the variables did not follow the
normality assumptions as revealed by Kolmogorov-Smirnov 3
and Shapiro-Wilk test with all the P-values less than 0.05.
Finally, findings were presented using frequency
distribution tables with inferential statistics presented at
95% level of confidence interval with alpha set at 0.05 levels
accepting only 5% margin of error.
Analysis of qualitative data
The qualitative data of study that was gotten through the
focus group discussions was analysed using the thematic
analysis technique. Before the data on focus group
discussion was analysed, the data which was recorded using
a tape recorder or any other electronic gadgets was
transcribed into a primary data (textual data]. The textual
data was imported into statistical software called Atlasti, 5.0
which is a software designed for the analysis of qualitative
data. Key themes, or words, groundings and sampled
quotations were used in this process. The key
themes/concepts or words represented the main ideas that
emerged directly from the statements of the respondents.
Groundings on the other hand were used to indicate the
number of times a particular key concept emanated from the
respondents’ direct responses/statements. During the
coding traits, it was assumed that any idea that emerged at
least once was equally relevant. Therefore, the concepts or
themes were considered more important than frequency or
grounding in this context. Finally, findings were presented
using frequency distribution tables and thematic tables.
Ethical considerations
The respondents’ anonymity in the information they
provided through questionnaire and focus group discussion,
was guaranteed by the researcher. Moreover pictures of
respondents were not taken. This measure was to assure
them of the researcher’s confidentiality measure and also to
make them feel free to be part of the study, and not rather be
skeptical. Respondents were assured that any information
they released would be dealt with in the strictest
confidential manner, and that on no grounds shall there be
the disclosure of any student’s identity.
The principle of voluntary participation was considered as
students were encouraged to participate in the research
without any duress or coercion and they were also informed
of their right to withdraw from the study if they did not want
to be part of it at any time.
Also, the use of offensive, discriminatory or other
unacceptable language was avoided in the formulation of the
questionnaire and focus group discussion guide. The
researcher avoided deception by not telling the school
authorities and the students lies, or promising them material
and financial benefits.
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Findings
Table 1
Characterizationo£students^academic£roductivi ty
Test items
Stretched
Collapsed
Strongly
Agree
Disagree
Strongly
SA/A
D/SD
agree
(A)
CD)
disagree
(SA)
(SD)
I don’t perform at the top
51
96
185
106
147
291
of the class
(11.6%)
(21.9%)
(42.1%)
(24.1%)
(33.5%)
(66.3%)
I often earn a good grade
232
144
44
21
376
65
in courses that are of
interest to me
(52.6%)
(32.7%)
(10.0%)
(4.8%)
(85.3%)
(14.7%)
I have never resisted a
116
129
111
83
245
194
course
(26.4%)
(29.4%)
(25.3%)
(18.9%)
(55.8%)
(44.2%)
I spent an extra year
226
69
77
69
295
146
before completing my
undergraduate degree
programme
(51.2%)
(15.6%)
(17.5%)
(15.6%)
(66.9%)
(33.1%)
I have been benefiting
216
107
43
74
323
117
from the presidential
grants for good
performance
(49.1%)
(24.3%)
(9.8%)
(16.8%)
(73.4%)
(26.6%)
I don’t always complete all
128
134
111
67
262
178
my assignments on time
(29.1%)
(30.5%)
(25.2%)
(15.2%)
(59.5%)
(40.5%)
I often do not answer all
100
134
149
53
234
202
my exams questions in
detail
(22.9%)
(30.7%)
(34.2%)
(12.2%)
(52.7%)
(46.3%)
I often earn at least a "B"
113
197
89
40
310
129
grade in a course
(25.7%)
(44.9%)
(20.3%)
(9.1%)
(70.6%)
(29.4%)
I have a good grasp of
136
228
55
21
364
76
diverse set of skills or
proficiency in certain skills
(30.9%)
(51.8%)
(12.5%)
(4.8%)
(82.7%)
(17.3%)
When I graduate from
225
154
34
28
379
62
school, I will confidently
meet the demands of the
labour market.
(51.0%)
(34.9%)
(7.7%)
(6.3%)
(85.9%)
(14.1%)
Multiple response set
1543
1392
898
562
935
1460
(35.1%)
(31.7%)
(20.4%)
(12.8%)
(66.8%)
(33.2%)
n=443
In summary, the findings showed that (66.8%) of the students had high academic productivity but, (33.2%) of them were of
low academic productivity. To be more elaborate, 262(59.5%) and 234(52.7%) respectively did not always complete their
assignments on time and did not often answer all examination questions in detail, 178 (40.5%) and 202(46.3%) of them always
completed their assignments on time and often answered questions in detail during exams. In addition, 147(33.5%) of the
students did feature at the top of the class, while 291(66.35%) of them measured up at the top of the class. Furthermore,
majority of the students 376(85.3%) indicated they often earn a good grade in courses that are of interest to them, 65(14.7%)
said the contrary. Findings equally showed that while 245(55.8%) of the students had never re-sat a course, 194(44.2%) of
them had re-sat at least a course. Not all the students had benefited from the presidential grants due to poor performance. 117
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(26.6%) of the students proved this fact. Conversely, 310(70.6%) strongly consented that they often earned at least a "B” grade
in their courses, but 129(29.4%) of them testified to the contrary. The figure below presents the summary of findings on
student’s academic productivity. Also, findings equally showed that while 295(66.9%) of the students spent an extra year
before completing undergraduate degree program, 146(33.1%) of did not. Moreover, analyses showed that while 364(82.7%)
of the students agreed/strongly agreed having a grasp of diverse set of skills, 76(17.3%) disagreed/strongly disagreed having a
grasp of diverse set of skills. Lastly, 379(85.9%) strongly consented that they will confidently meet the demands of the labour
market upon graduation, but 62(14.1%) of them testified to the contrary.
Table 2
Characterisationo£students^sel^e^iccic ry
Test items
Stretched
Collapsed
Strongly
Agree
Disagree
Strongly
SA/A
D/SD
agree
(A)
(D)
disagree
(SA)
(SD)
I don’t belief in my self-
52
51
88
248
103
336
abilities.
(11.8%)
(11.6%)
(20.0%)
(56.5%)
(23.5%)
(76.5%)
I’m often very angry
141
215
72
10
356
82
when I don’t complete
my daily task.
(32.2%)
(49.1%)
(16.4%)
(2.3%)
(81.3%)
(18.7%)
When I believe I can
241
150
29
19
391
48
succeed in a task, I
persist longer even in
the face of challenges.
(54.9%)
(34.2%)
(6.6%)
(4.3%)
(89.1%)
(10.9%)
I often see difficult tasks
172
165
76
25
337
101
as challenges to be
mastered rather than as
threats to be avoided.
(39.3%)
(37.7%)
(17.4%)
(5.7%)
(76.9%)
(23.1%)
I don’t set myself
74
112
143
110
186
253
challenging goals.
(16.9%)
(25.5%)
(32.6%)
(25.1%)
(42.4%)
(57.6%)
I often put in much
173
186
42
38
80
359
effort to solve difficult
task.
(39.4%)
(42.4%)
(9.6%)
(8.7%)
(18.2%)
(81.8%)
I maintain strong
151
217
48
18
368
66
commitment to
challenging tasks.
(34.8%)
(50.0%)
(11.1%)
(4.1%)
(84.8%)
(15.2%)
I don’t always take
67
82
143
142
149
285
initiative to overcome
difficult situations.
(15.4%)
(18.9%)
(32.9%)
(32.7%)
(34.3%)
(65.7%)
I am not confident that I
87
67
103
182
154
285
can deal with difficult
situations that comes my
way.
(19.8%)
(15.3%)
(23.5%)
(41.5%)
(35.1%)
(64.9%)
I feel angry when
157
176
64
45
333
109
challenges are more
than my ability.
(35.5%)
(39.8%)
(14.5%)
(10.2%)
(75.3%)
(24.7%)
Multiple response set
825
987
1242
1327
1812
2569
(18.8%)
(22.5%)
(28.3%)
(30.3%)
(41.4%)
(58.6%)
n=443
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Summarily, findings revealed that 41.4% of the students were found to be of low self-efficacy while 58.6% of them were of high
self-efficacy. To be more explicit, a majority of the students - 336(76.5%) strongly disagreed/disagreed with the statement that
they did not believe in their self-abilities. 103 of them- 23.5%- strongly agreed/agreed. 333(75.3%) strongly agreed/agreed
that they felt angry when challenges were more than their ability, 109(24.7%) of the students strongly disagreed. In addition,
3 91 (89.1%) respectively strongly agreed/agreed that they persisted longer in a task which they believed they could complete
even in the face of difficulties and were very angry when they did not compete their daily tasks, 48(10.9%) and 82(18.7%) of
them did not feel perturbed. While 337(76.9%) of the students often saw difficult tasks as challenges to be mastered rather
than to be avoided, 101(23.1%) of them saw the contrary. While 285 (65.7%) of the students always took initiative to
overcome difficult situations, 149 (34.3%) of them did not take such initiatives. 356(81.3%) strongly consented that they are
often very angry when they don’t complete daily task, but 82(18.7%) of them testified to the contrary. Similarly, while
285(64.9%) of the students were confident that they could deal with difficult situations that came their way, 154(35.1%) of
them were found not to have such confidence. The findings also proved that while 253(57.6%) of the students set challenging
goals to for themselves, close to 45% of the students did not. The findings equally showed that 80(18.2%) of the students were
found out as not putting in much effort towards solving difficult tasks whereas 359(81.8%) of them did. Lastly, 368(84.8%) of
the students indicated they maintain strong commitment to challenging tasks, 66(15.2%) of them were found not to.
Table 3
Cross tabulation between students' self-efficacy
and academic productivity
Self-
Statistics
Academic productivity
Total based
efficacy
Low achievers
High achievers
on response
Low
n
1286
626
1812
%
65.5%
34.5%
100%
High
n
760
1809
2569
%
29.6%
70.4%
100%
Total
n
1946
2435
4381
Using the cross tabulation technique, findings showed that a majority of the students who were perceived as high achievers
(70.4%) were those with high self-efficacy which was significantly lower when compared to students with low self-efficacy of
which (34.5%) of them were found to be high achievers.
Table 4
Students’ opinion on how self-efficacy affects their learning (focus group discussion)
Themes/Key
concepts
Groundings
Sampled quotations
Determined choice
of activity
1
Many of the participants said "self-efficacy determined their
choice of activity”
Improve effort to
study
3
Many of the participants said "Self-efficacy made them
belief on their abilities, determined how much effort they
can put in an activity”
"Self-efficacy boost my will power in a task"
"Self-efficacy makes me want to strive high in exams”
"When I have low self-efficacy, I developed low aspiration
for activities in school”
Improve persistence
1
"When I believe I can perform a task, I persist longer to
achieve my goal”
Improve interest
1
"Self-efficacy makes me developed deeper interest in an
activity
During the focus-group discussions with post graduate students, when participants were asked if self-efficacy affects their
learning, all of them responded positively. Their responses were grouped into four themes. Some of them said self-efficacy
improved on their determination on choice of activity as well as improved on their efforts to study: "Self-efficacy boosts my will
power in a task."-, "Self-efficacy makes me want to strive high in exams.”] leads to persistence: "When I belief 1 can perform a task, I
persist longer to achieve my goal" and improves on their interest in an activity: "Self-efficacy makes me develop deeper interest in
an activity."
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Table 5
Students^o£iniononhowseI^e^icac^canbeJosteredinstudentsJ^bcus^rou^discussion^
Themes Groundings Sampled quotations
Promote group work
Promote choice
making
Create positive
learning climate
Mix ability grouping
Teachers using
probing
Promote healthy
communication
between teachers and
students
Offer moderate
difficult tasks to
students
Motivation of
students
Cautioning
5 “Giving group works so others can learn from others positive
beliefs”
“Collaborative learning should be used so other students
model efficacious beliefs”
“Organising cooperative groups since observing a peer
success can strengthened beliefs in one’s own abilities”
“Use peer models and encourage students to try task in
groups”.
3 “Set some areas in courses let students make their own
choices”
“Allow students to make their own choices”
“Give flexible grading assignment or let them determine due
date”.
2 “Teachers should use teaching methods that create positive
climate like question and answer”
“Teachers should reduce stressful situation in their
classrooms and lower anxiety surrounding events like
exams”.
1 “Mixed ability grouping during presentation since students
with high self-efficacy can boast those with low self-
efficacy”.
1 “Probing should be used during teaching because when
students answer a question rightly the belief about themselves
becomes high”.
1 “Teachers can boast students self-efficacy with
communication and feedback”
1 “Teachers should give moderately difficult task”
1 “Give them encouragement like you can do this”
From the focus-group discussion session, participants presented nine ways which self-efficacy can be fostered in students.
Promotion of group work was the frequently mentioned way followed by teachers allowing students to make their own choices,
while creating a positive learning climate. Some other participants called on teachers to mix up students during presentations;
to use probing when asking questions to students; to offer learners tasks that are not too difficult, to maintain healthy
communication with students, and to provide them with feedback as well as and motivate them in their learning.
Verification of hypothesis Ho): There is no significant relationship between self-efficacy and the academic productivity
of university students
Table 6
ReIationshi£^etweenseI^e^cac^andcicademic£roductivi |ty
Test statistics
Self-efficacy
Academic productivity
Spearman's
R-value
1.000
.506”
rho
P-value
.000
N
443
443
**. Correlation is significant at the 0.01 level (2-tailed).
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Statistical findings showed that there was a significant,
positive and strong relationship between self-efficacy and
academic productivity with P-value <0.001, far <0.05. The
positive sign of the correlation coefficient (R=0.506**)
implies that academic productivity significantly increases
with increase in self-efficacy. Using the cross tabulation
technique as shown on the table above, for students with
high self-efficacy, 70.4% of them were perceived as high
achievers and those with low self-efficacy, 34.5% were
perceived as low achievers. The difference in proportion
between students with low self-efficacy and high self-efficacy
with regard to academic productivity was 35.9% - which is
high. Therefore, the null hypothesis that there is no
significant relationship between self-efficacy and the
academic productivity of students was rejected and the
alternative that there is a significant relationship between
self-efficacy and the academic productivity of university
students was accepted.
Discussion of findings
Self-efficacy and the academic productivity of students
Research Question intended to examine the extent to which
self-efficacy affects the academic productivity of university
students. Findings showed that there is a significant, positive
and strong relationship between self-efficacy and academic
productivity of students. The positive sign of the correlation
coefficient implies that academic productivity significantly
increases with increase in self-efficacy. Also, the strong
positive sign of the correlation is an indication that students
will be high achievers or perform well in their academics if
they have high self-efficacy. Students will better perform
when they portray high self-efficacy about their own self and
academic activities. This implies that the more university
students believe in their capabilities, the better their
academic productivity. Furthermore, the confidence, respect
or worth that students have in themselves, affects their
academic productivity. Vuong, Brown-Welty&Tracz (2010}
confirmed these findings as they explained that people are
more likely to engage and involve themselves in activities
and tasks in which they feel confident and avoid activities
where they doubt their abilities. Motivation to act and
perform a task is limited when a person has the impression
that he or she cannot produce the desired effect or response
(success) (Bandura, Barbaranelli, Caprara & Pastorelli
(1996). Individuals’ self-efficacy enables them to motivate
the decisions they make and inevitably their courses of
action (Pajares & Schunk, (2001).
In this study, students agreed that they often believed in
their self-ability. This is in line with Bandura (2001) who
asserts that self-efficacy is an essential component of
initiative. Bandura (1994), added that self-ability makes
people to attempt things they believe they can accomplish
but won’t attempt things they believe they will fail in.
Bandura (1977) further denotes that self-ability helps
individuals with high self-efficacy to try harder things which
makes them to gain experiences and more positive emotions
relating to the task. Kassin (1998) supported Bandura’s
view. He expounded that individuals having high self-efficacy
exhibit the characteristics such as expecting successfulness,
being happy, making more effort, and may ignore the
unnecessary things in life.
Moreover, the findings of this study equally revealed that
students see difficult tasks as challenges to be mastered, and
not to avoid, take initiative to overcome difficult situations.
This is in congruence with Bandura (1991) who asserted
that people with high assurance in their capabilities
approach difficult tasks as challenges to be mastered rather
than as threats to be avoided. Such an efficacious outlook
fosters intrinsic interest and deep engrossment in activities
(Bandura, 1991). Bandura added that efficacious individuals
set themselves challenging goals and maintain strong
commitment to them; heighten and sustain their efforts in
the face of failure; quickly recover their sense of efficacy
after failures or setbacks; attribute failure to insufficient
effort or deficient knowledge and skills which are acquirable;
approach threatening situations with assurance that they
can exercise control over them and such an efficacious
outlook produces personal accomplishments, reduces stress
and lowers vulnerability to depression (Schwarzer, 1992).
Heslin & Klehe (2006) further confirmed these findings as
they expounded that a person’s self-efficacy is a strong
determinant of their effort, determination, strategizing as
well as their performance. Bandura (1977) asserted that
self-efficacy is important because individuals with high self-
efficacy for a task tend to try harder at the task and
experience more positive emotions relating to the task.
Bandura (1986) added that the stronger a students’ self-
efficacy, the more persistent students are in their learning.
More so, findings indicated that students are confident that
they can deal with difficult situations that come their way.
This view is supported by Schwarzer (1992) who theorized
that people who doubt their capabilities shy away from
difficult tasks which they view as personal threats; have low
aspirations and weak commitment to the goals they choose
to pursue; when faced with difficult tasks, they dwell on their
personal deficiencies, on the obstacles they will encounter,
and all kinds of adverse outcomes rather than concentrate
on how to perform successfully; they slacken their efforts
and give up quickly in the face of difficulties and they are
slow to recover their sense of efficacy following failure or
setbacks (Schwarzer, 1992).
In addition, findings revealed that a vast number of students
set challenging goals for themselves, and equally put much
effort to solve difficult task. This is in line with Schunk
(1985), in Zinkeng (2011) who argued that, a reciprocal
relationship exists between students’ goals setting and their
perceptions of self-efficacy. When students set intermediate
goals that are specific and proximal in time, they can
perceive their learning progress more readily, and this in
turn, enhances their self-efficacy. Increased self-efficacy can
lead students reciprocally to set even more challenging
ultimate goals for themselves (Zimmerman, 1995). As
students work on tasks, they constantly compare their
progress to the goals that have been set. Students who
compare their progress toward learning goals are more apt
to experience a sense of self-efficacy for skill improvement
and engage in activities they believe to enhance learning.
Bandura (1997) agreed that self-efficacy has its most
powerful motivational effects through the traits of cognized
goals. Goals provide the basis for self-regulation of effort by
providing a standard for judging the adequacy and
effectiveness of goal relevant effort and strategy (Bandura &
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Cervone, 1983], Specific and difficult (but not impossible]
goals are strongly related to performance in a wide variety of
tasks and settings (Locke & Latham, 1990], Self-efficacy
leads to higher goals being set (Zimmerman, Bandura, &
Martinez-Pons, 1992], and high goals increase the positive
effects of self-efficacy by providing an evaluative context to
aid self-regulation (Cervone, Jiwani, & Wood, 1991], When
goals provide a standard, highly efficacious persons show a
stronger relationship among self-evaluation, self-direction,
and performance (Bandura & Schunk, 1981],
Furthermore, findings also from the study tie with empirical
evidence by Shkullaku (2013] who investigated into the
relationship between self-efficacy and academic
performance in the context of gender among Albanian
students in Tiran, results showed a significant relationship]
between the students’ self-efficacy and academic
performance. Again, Bandura’s self-efficacy theory (1997]
tells us that people generally will only attempt things they
believe they can accomplish but won’t attempt things they
believe they will fail in. People with a strong sense of efficacy
believe they can accomplish even difficult tasks. They see
these as challenges to be mastered rather than as threats to
be avoided (Bandura, 1994], Efficacious people set
challenging goals and maintain a strong commitment to
them. In the face of impending failure, they increase and
sustain their efforts in order to be successful. They approach
difficult or threatening situations with confidence that they
have control over. Having this type of outlook reduces stress
and lowers the risk of depression (Bandura, 1994],
Moreover, students’ responses revealed that self-efficacy
improves on their determination in the choice of activity,
improves on their effort to study - “Self-efficacy boost my will
power in a task."; "Self-efficacy makes me want to strive high
in exams,"] leads to persistence - "When 1 belief I can perform
a task, 1 persist longer to achieve my goal,” and finally
improves on their interest in an activity - “Self-efficacy makes
me develop deeper interest in an activity." Heslin & Klehe
(2006], expounded that a person’s self-efficacy is a strong
determinant of their effort, determination, strategizing as
well as their performance. Bandura (1986] added that the
stronger a student’s self-efficacy, the more persistent the
student is in learning. Individuals’ self-efficacy enables them
to motivate the decisions they make and inevitably, their
courses of action (Pajares & Schunk, 2001], People are more
likely to engage in and involve themselves in activities and
tasks in which they feel confident and avoid activities where
they doubt their abilities (Vuong, Brown-Welty & Tracz,
2010], Zajacova, Lynch and Espenshade (2005] highlighted
that the judgments and convictions that individuals hold
towards their capability to perform tasks constitute self-
efficacy.
Conclusion
Data collected established a link between self-efficacy and
university students’ academic productivity. However, more
research is needed in the non-cognitive psychological
domain to adequately explain educational traits.
Disseminating these findings to teachers, lecturers, students,
educational administrators, guidance counselors, and other
stakeholders of education may be a necessary way to
increasingly turn the current lack of attention to the non-
cognitive psychological trait of self-efficacy within the school
into greater awareness and resources to foster non-cognitive
psychological trait of self-efficacy and the enhancement of
student learning and academic productivity.
Recommendations
Educators, counselors and parents are encouraged to help
students develop realistic, meaningful, challenging and
achievable goals that will help them develop a sense of
direction and purpose. Teachers should aim at delivering
instructions in a way that maximizes the opportunity for the
mastery of experiences. Teachers should promote the co¬
operative learning strategy. It will maximize the learning
traits of students from teachers and from one another.
Teachers should also promote activity-oriented classrooms
as well as provide opportunities for a wider range of
communicative experiences. Mutual interaction and verbal
expression should enhance self-efficacy of the learners.
Learners should be given plenty of opportunities to explain
their ideas to their team mates and to lead the discussions.
Building self-efficacy in students today is of prime
importance. Along with creating a good school image, other
practice measures also have to be taken. Teachers can do
this by conveying high expectations of students and praising
good work. To help struggling learners with low self-efficacy
and get them to invest sufficient effort and persist on
challenging tasks, teachers must systematically develop high
self-efficacy within these students. Teachers can help
strengthen the self-efficacy of struggling learners by Linking
new work to recent success; Reinforcing effort and
persistence; Stressing peer modeling and Teaching
struggling learners to make greater efforts. Parents and
particularly teachers, must understand their role in
developing high self-efficacy among children. Both of them
should also keep an eye on children’s peer groups.
Also, counselors should-caution students, enlightening them
on developing their self-efficacy as well as strengthening
their belief that their performance can be improved on. This
could instill in students additional effort and hard work. But
we also note that there are students with lower self-efficacy
who assume that intelligence is an entity that offers no
possibility for improvement; feel that they may not be able
to succeed in university, and therefore are less likely to
target any kind of goal, mastery or performance. Thus it is
the work of the counselor and class teacher to build this skill
in the student through cautioning; students who are more
confident and self-assured are more likely to attain higher
levels of academic performance. This implies that the belief
in self-efficacy play an important role in predicting academic
achievement. Self-efficacy in particular, appears to invoke
the employment of various metacognitive strategies and
resources that are indispensable for academic performance.
For example, upon encountering course work that may be
boring or difficult, students with self-efficacy may resort to
effort regulation and thrive. Such students perform well
academically because they would be self-motivated and
would probably manage easily without seeking help neither
from peers nor from instructors.
Educators and administrators should incorporate Bandura’s
(1989] four sources of self-efficacy- mastery experiences,
modeling, social persuasion, and managing physiological
arousal - into the plan of a course and the design of
classroom activities and instructors should consider
developing the self-efficacy of students by incorporating
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approaches based on these four tools. Students should be
provided with opportunities and tools to learn how to
handle success or failure; to imitate high-achieving role
models, to devise ways of overcoming obstacles and to
conceive approaches for managing performance anxiety.
Also providing students with particular examples of how
individuals are expected to behave under specific
circumstances is likely to have a positive influence on their
self-beliefs about their own abilities and performances.
Finally, since stress and anxiety can easily affect accustomed
behaviour, providing students with relevant insight and
means of managing stressful conditions can be an
irreplaceable cache for advancing both self-efficacy and
motivation, and consequently achieving higher levels of
learning and performance.
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