Article Analysis - Statistics
Use the attached document, Project 2-Articles, and the following articles to complete this project:
Effects of Cognitive Behavioral Group Program for Mental Health Promotion of University Students, by Lee & Lee, from International Journal of Environmental Research and Public Health (2020).
The Stigma Scale: A Canadian Perspective, by Meier et al., from Social Work Research (2015).
PSY-380 Introduction to Probability and Statistics
Benchmark - Project 2
For this assignment, you will review the two scholarly articles in the Topic 5 Project 2 assignment. Both articles are from psychology journals and utilize hypothesis testing. Review both articles then select one to respond to the following questions:
1. Provide the APA reference of the article you chose
2. Describe the study. What was the purpose of the study/or research question(s)?
3. Both articles use a quantitative method. Identify which test statistic was used. Did they use more than one test statistic? Explain.
4. Report the statistical results for all tests (using correct APA style formatting).
5. Interpret and explain the statistical results. Was the hypothesis supported? Explain.
6. Describe the limitations to the study and suggestions for future research.
7. How do results from this study contribute to research in behavioral health?
8. How will the results of this study impact practice in behavioral health?
© 2021. Grand Canyon University. All Rights Reserved.
International Journal of
Environmental Research
and Public Health
Article
Effects of Cognitive Behavioral Group Program for
Mental Health Promotion of University Students
Soojung Lee and Eunjoo Lee *
Department of Nursing, Kyungnam University, 7 Gyeongnamdaehak-ro, Masanhappo-gu, Changwon-si,
Gyeongnam 51767, Korea; [email protected]
* Correspondence: [email protected]
Received: 1 March 2020; Accepted: 13 May 2020; Published: 17 May 2020
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Abstract: This study aimed to explore the effects of a group cognitive behavioral program on
depression, self-esteem, and interpersonal relations among undergraduate students. A non-equivalent
control group pretest-posttest design was used. A convenient sample of 37 undergraduates (18 in the
experimental group and 19 in the control group) at K university located in Changwon, South Korea
was used. Data were collected from February 4, 2019 to June 18, 2019. The experimental group
received eight sessions of the program, which were scheduled twice a week, with each session lasting
90 min. Collected data were analyzed using a chi-square test, Fisher’s exact test, independent t-test,
and repeated measures ANOVA by SPSS/WIN 23.0 (SPSS, Inc., Chicago, IL, USA). The interaction of
group and time was significant, indicating that the experimental group showed an improvement in
depression, self-esteem, and personal relationship compared to the control group. A significant group
by time interaction for depression, self-esteem, and personal relationship was also found between the
two groups. The study results revealed that the group cognitive behavioral program was effective
in reducing depression and improving self-esteem and interpersonal relation. Therefore, the group
cognitive behavioral program can be used for promoting the mental health of students as well as for
preventing depression in a university setting.
Keywords: nursing; cognitive behavioral therapy; depression; self concepts; interpersonal relations
1. Introduction
The suicide rates in Korea increased by 9.5\% year-on-year to 26.6 per 100,000 people as of 2018, the
highest among the Organization for Economic Co-operation and Development (OECD) countries [1].
The causes of suicide may vary by age, but mental problems are common causes, with depression
being an important factor directly related to suicide. Since recently, the number of university students
suffering from depression has been increasing every year [2], and the nation’s incidence of major
depressive disorder is the highest among those aged 20–29 years, which includes college students [3].
The post-adolescent college years are when students set their own goals with self-determination,
and independence, and experience a significant shift in environment such as studying, personal
relationships, employment, financial management, daily life management, and time management [4].
Adequate adaptations are required for the transition to college life, but some students face difficulties
such as loneliness because of living alone, comparative consciousness with peers, academic and job
stress, difficulties in interpersonal relationships, and economic independence [4]. Maladaptation may
lead to negative symptoms and disorders such as amnesia, avoidance, stress, anxiety, and anger, whose
likelihood of developing into an unsuitable aspect or serious depression in post-adult life, as well as
into an impaired psychological and social development in college students, may increase [5].
Depression can get worse because college students have a high independence and autonomy and
confide in peer groups first rather than seeking help from their parents and professors [6]. It is also
Int. J. Environ. Res. Public Health 2020, 17, 3500; doi:10.3390/ijerph17103500 www.mdpi.com/journal/ijerph
http://www.mdpi.com/journal/ijerph
http://www.mdpi.com
https://orcid.org/0000-0002-5752-7482
https://orcid.org/0000-0003-1387-7621
http://dx.doi.org/10.3390/ijerph17103500
http://www.mdpi.com/journal/ijerph
https://www.mdpi.com/1660-4601/17/10/3500?type=check_update&version=2
Int. J. Environ. Res. Public Health 2020, 17, 3500 2 of 11
highly likely that the need for professional help is greater, but students are passive in seeking help,
and tend to be negative about psychotherapy, counseling, and psychiatric therapy [6].
The incidence and prevalence of mental health problems among undergraduate students are
high, and although prevention and treatment are essential before any serious mental illness develops
due to the large spillover effect, there is a lack of prevention and treatment for depression among
college students compared to other age groups [2]. In the United States, college counseling centers,
organized by the American College Counseling Association, are operated to prevent depression
in college students, and programs such as cognitive behavior therapy, interpersonal relationships,
computer training, individual feedback by e-mail, exercise, and stress training are conducted [2].
In Korea, there are only a few counseling centers specializing in suicide cases, mental health centers,
and suicide prevention activities. Though there are counseling centers in universities, they only
encourage individual counseling or suggest visiting doctors. It is urgent to develop mental health care
programs applicable to college students in the current situation where the level of depression and the
crime rate of Korean undergraduate students is high and which can prevent them from developing
negative emotions such as depression.
In many studies and theories about depression, self-esteem serves as a risk factor for depression,
and low self-esteem is known as a critical feature of depression [7]. The vulnerable model for depression
also assumed that low self-esteem is a major factor causing depression [8]. Self-esteem also has a
causal effect on the development and maintenance of depression, particularly through interpersonal
and interpersonal channels [7]. That is, low self-esteem causes social avoidance, which hinders
social support, associated with depression, and which reduces attachment and satisfaction in close
relationships due to people becoming more negative about the behavior of those around them [9].
Because of the nature of the developmental stage, college students are most affected by their friendships
and become more vulnerable to depression [6] because they depend on interpersonal relationships,
such as professors and family members. Therefore, depression among college students is closely
related to self-esteem and interpersonal relationships, so this can be seen as an important factor for
preventing depression.
The cognitive behavioral program is a form of treatment that seeks to address behavioral and
emotional problems by correcting negative cognition and that is based on the theory that in the course
of cognitive, emotional, and behavioral interactions, individual behavior and emotions are determined
by good cognitions [10]. This restructures one’s negative and dysfunctional cognition and that of other
people to suit reality [11]; it changes emotions and behaviors, and has been shown to be effective in
previous studies in reducing depression in university students [10,12,13]. Self-esteem and interpersonal
relationships can also be described in relation to cognitive models. Low self-esteem causes interpersonal
problems in relation to negative beliefs [14], and difficulties in interpersonal relationships in relation to
key beliefs, assumptions, and negative automatic thinking [15], by recognizing information in a way that
is biased toward one’s own distorted cognition [16]. Cognitive therapy helps to resolve interpersonal
issues by deliberately reconstructing perceptions of these particular interpersonal styles [16]. Therefore,
CBT can be expected not only to reduce depression but also to make positive changes or have positive
effects on self-esteem and interpersonal relationships.
Looking at previous studies applying the cognitive behavioral program to college students,
we identified the effects of variables such as assessment-absorbing perfectionist college students [12],
attention deficit disorder propensity [17], positive changes in the perception of life stress, social support,
suicidal thoughts [13], perceived stress, physical symptoms, and negative automatic thinking [18].
Previous studies that designed cognitive behavior programs mostly focused on problem behavior or
maladjustment among undergraduate students, but there was no approach at a preventive level for
mental health promotion based on depression, self-esteem, and interpersonal relationships.
On the other hand, a group cognitive behavioral program can compare one’s state with the state
of others, and the more homogeneity one feels among one’s members, the more effectiveness one can
Int. J. Environ. Res. Public Health 2020, 17, 3500 3 of 11
expect in a psychological intervention in a common experience [13]. The study also said that in terms
of cost-effectiveness, there is a better effect than with individual CBT [5].
Therefore, in this study, we aimed to conduct a group cognitive behavioral program focusing on
cognitive processes and behavioral changes to improve the mental health of undergraduate students
to identify how the factors of depression, self-esteem, and interpersonal relationships are changed
through a pre-test and post-test. This was expected to reveal the usefulness of a collective program of
cognitive behavior for the mental health of undergraduate students and to serve as a basis for nursing
interventions to prevent depression.
2. Materials and Methods
2.1. Setting and Sample
This is a quasi-experimental trial to identify the effects of developing a group cognitive behavioral
program for mental health promotion in undergraduate students. Participants were recruited into
a convenience sample through a recruitment advertisement at K university located in Changwon,
South Korea, between 4 February 2019 and 18 June 2019. Koreans are more culturally concerned about
stigma related to mental illness than foreigners, so it was difficult to recruit participants with a risk of
depression. Participants also had to adjust their time for the group program and be able to express
their thoughts within the group. Because of these reasons, participants who easily agreed to engage in
the group program were first assigned to the experimental group in view of the participation time and
grade, and the rest were assigned to the control group.
The sample size for the participants was calculated using the G*Power 3.1.2 program. The minimum
sample size required for a t-test with α = 0.05, power β = 80\%, and effect siz 0.40, based on a
previous study [18], was 36 subjects in both groups. Considering the dropout, we planned to recruit
20 participants in each group. Among them, two in the experimental group and one in the control
group dropped out of the group. Overall, the study sample comprised 37 participants: 18 in the
experimental group and 19 in the control group.
All participants met the following inclusion criteria: (1) an undergraduate student; (2) having
the ability to read, understand, and communicate; and (3) agreeing to participate voluntarily in this
study. Exclusion criteria for the study were as follows: (1) serious medical illness; (2) severe depressive
symptoms (hallucinations, delusions), and behavioral disorders. The study was approved by the
institutional review board of the university (Approval no. 1040460-A-2018-064), and all students signed
the informed consent form.
2.2. Procedure
In this study, strengthening depression, self-esteem, and interpersonal relationships and having
a positive self-image among undergraduate students was the main focus of attention in the group
cognitive behavioral program. The contents of the program were based on the literature [19]
applying the theory of cognitive therapy, and the analysis of previous studies applying the cognitive
behavioral model. Depression focused on the content and process of negative thinking and cognitive
vulnerability [20], and self-esteem focused on identifying self-concepts, experiences of praise and
reward, and experiences of achievement [14]. Interpersonal relationships focused on issues such as
identifying beliefs and assumptions about oneself and others in interpersonal situations, and intimacy,
assertions, relationships, and maintenance issues [16]. The content validity and applicability of the
program were received from a psychiatric nursing professor and a counseling professor at the student
counseling center.
The program was based on understanding the cognitive behavioral model, effective linkages between
cognitive and therapeutic interventions, synchronizing program participation, and strengthening training.
The elements of the theoretical framework and the interventions provided by the cognitive behavior
group program are shown in Figure 1.
Int. J. Environ. Res. Public Health 2020, 17, 3500 4 of 11
Int. J. Environ. Res. Public Health 2020, 17, x 4 of 11
Figure 1. Conceptual framework of the cognitive behavioral group program.
The experimental group engaged in a cognitive behavioral group program twice a week for one
month. The time of intervention per session was 2 h, with the total duration of the intervention being
16 h. The experimental group consisted of three groups, and one group consisted of 6–7 people.
Because the recruitment of the subjects was difficult, the experimental participants did not receive an
intervention at the same time. Because the intervention was conducted as soon as the number of
groups was recruited, the duration of the data collection was extended.
The program consisted of eight sessions, and the details of each session are shown in Table 1.
Participants assigned to the experimental group attended group sessions using a curriculum based
on the new elements of the cognitive behavioral model to promote mental health. The contents of the
group cognitive behavioral program included the following: (1) sharing their experiences that caused
negative emotions and self-introduction, and setting goals to be achieved through this program; (2)
distinguishing and understanding the process of cognitive–emotional behavior, which is the basic
concept of cognitive behavior theory and describes an individual’s automatic thinking in the event
or situation that caused the negative emotion; (3) learning the types of cognitive distortion, exploring
their cognitive distortion through conversations with each other, and synchronizing to avoid this
distortion; (4) cognitively reconstructing the individual’s automatic thinking in connection with the
past session and talking about changes in emotion and behavior; (5) sharing their experiences in
which cognitive distortion affected interpersonal relationships and activities, and planning new
interpersonal relationships and activities; (6) talking about their experiences about the interpersonal
relationship and activity strategies planned in the last session, and sharing with others experiences
that influenced cognitive and emotional changes; (7) exploring their cognitive changes and sharing
them with others; (8) sharing their experiences with changed thoughts and behaviors before and after
participating in the program and the applicability in the future. The program allowed learners to
participate through group activities, discussions, feedback, and assignments. In each session,
education and various activities were conducted, and an active interaction within the group was
achieved through discussions and feedback between group activities and participants. The task was
to record the cognitive processes for events or situations that involved negative emotions during the
week, and the researchers provided feedback on the cognitive and reconstruction processes described.
Figure 1. Conceptual framework of the cognitive behavioral group program.
The experimental group engaged in a cognitive behavioral group program twice a week for
one month. The time of intervention per session was 2 h, with the total duration of the intervention
being 16 h. The experimental group consisted of three groups, and one group consisted of 6–7 people.
Because the recruitment of the subjects was difficult, the experimental participants did not receive
an intervention at the same time. Because the intervention was conducted as soon as the number of
groups was recruited, the duration of the data collection was extended.
The program consisted of eight sessions, and the details of each session are shown in Table 1.
Participants assigned to the experimental group attended group sessions using a curriculum based
on the new elements of the cognitive behavioral model to promote mental health. The contents of
the group cognitive behavioral program included the following: (1) sharing their experiences that
caused negative emotions and self-introduction, and setting goals to be achieved through this program;
(2) distinguishing and understanding the process of cognitive–emotional behavior, which is the basic
concept of cognitive behavior theory and describes an individual’s automatic thinking in the event or
situation that caused the negative emotion; (3) learning the types of cognitive distortion, exploring
their cognitive distortion through conversations with each other, and synchronizing to avoid this
distortion; (4) cognitively reconstructing the individual’s automatic thinking in connection with the
past session and talking about changes in emotion and behavior; (5) sharing their experiences in which
cognitive distortion affected interpersonal relationships and activities, and planning new interpersonal
relationships and activities; (6) talking about their experiences about the interpersonal relationship
and activity strategies planned in the last session, and sharing with others experiences that influenced
cognitive and emotional changes; (7) exploring their cognitive changes and sharing them with others;
(8) sharing their experiences with changed thoughts and behaviors before and after participating in the
program and the applicability in the future. The program allowed learners to participate through group
activities, discussions, feedback, and assignments. In each session, education and various activities
were conducted, and an active interaction within the group was achieved through discussions and
feedback between group activities and participants. The task was to record the cognitive processes for
events or situations that involved negative emotions during the week, and the researchers provided
feedback on the cognitive and reconstruction processes described.
Int. J. Environ. Res. Public Health 2020, 17, 3500 5 of 11
Table 1. The Contents of Group Cognitive Behavioral Program.
Session Topics Contents Activities
1
Understanding of
experience and
identifying individual
characteristics
Orientation of program and pre-test.
Sharing personal experience causing
negative emotions.
small group
individual exercise
2
Understanding the
cognitive process
Understanding the process of cognition,
emotion, and behavior.
Description of an individual’s automatic
thinking in an event/situation where one felt
negative emotions.
Lecture
small group
individual exercise
3
Understanding the
cognitive distortion
Understanding the type of cognitive
distortions and identifying the cognitive
distortions of the individual.
Lecture
small group
individual exercise
4
Reconstruction of
cognitive process
Reconstructing the cognitive process and
identifying changes in emotion and behavior.
Lecture
small group
individual exercise
feedback
5
Planning of the
interpersonal
relationships and
activities
Sharing the experience that cognitive
distortion affected interpersonal relationships
and activities, and planning the new
interpersonal relationships and activities.
small group
individual exercise
feedback
6
Application of cognitive
exercises
Sharing experiences in interpersonal
relationships and activities, and identifying
the effect on cognition and emotion.
small group
individual exercise
feedback
7
Identification of
cognitive change
Explaining the change in an individual’s
cognitive process.
small group
individual exercise
feedback
sharing
8 Positive self-expression
Positive self-assessment and explaining the
future applicability. Post-test.
small group
feedback
sharing
The pre-survey was measured one week before the program in both the experimental and
control groups, and included questionnaires about general characteristics, depression, self-esteem,
and interpersonal relationships. The time to complete the questionnaires was about 15–20 min.
The post-survey was conducted immediately after the eighth session. The survey was conducted in
a quiet university classroom. The experimental participants were provided meals and were given
vouchers during the pre- and post-intervention. The control participants were provided with vouchers
for the pretreatment and one-month follow-up assessments.
2.3. Measurements
2.3.1. Depression
Depression was measured using the Beck Depression Inventory (BDI), designed by Beck et al. [10].
The BDI consists of 21 items, and each item is rated on a 4-point Likert scale (0 = least; 3 = most). Higher
total scores indicate greater depressive severity, with total scores ranging from 0 to 63. Cronbach’s α
was 0.94 in the previous study [21] and 0.81 in this study.
2.3.2. Self-Esteem
Self-esteem was measured using the Korean version of self-esteem, which was revised by Jon [22]
based on the Self-esteem Scale developed by Rosenberg [23]. This 10 items tool, which uses a 4-point
Likert scale, contains two dimensions: positive self (5 items) and negative self (5 items). Higher total
Int. J. Environ. Res. Public Health 2020, 17, 3500 6 of 11
scores indicate a higher self-esteem, with total scores ranging from 10 to 40. Cronbach’s α was 0.92 in
the previous study [23] and 0.88 in this study.
2.3.3. Interpersonal Relationships
Interpersonal relationships were measured using the Relationship Chang Scale developed by
Schlein [24], which was revised by Moon [25] and modified by Chun [26]. This 25-item tool, which uses
a 5-points Likert scale, contains seven dimensions, including satisfaction, communication, trust,
intimacy, sensitivity, openness, and understanding. Higher total scores indicate a higher interpersonal
relationship, with total scores ranging from 25 to 125. Cronbach’s α was 0.88 in the previous study [24]
and 0.79 in this study.
2.3.4. General Characteristics
General characteristics included gender, religion, monthly allowance, smoking, drinking, and age.
2.4. Statistical Analyses
Statistical analyses were conducted using the SPSS/WIN version 23.0 program. Descriptive
statistics were used to analyze the general characteristics and variables, including depression,
self-esteem, and interpersonal relationships. The Chi-square test, Fisher’s exact test, and t-test
were used to examine the homogeneity in the variables between the experimental and control groups.
In order to verify the effect of the group CBT program on mental health by time between the experimental
group and control group, a repeated measures ANOVA was performed. Two-tailed tests and a 5\%
significance level were used in all analyses.
3. Results
3.1. Homogeneity Test for General Characteristics and Dependent Variables between Experimental and
Control Groups
There were no differences between the two groups in terms of the general characteristics and
study variables, including depression and self-esteem. However, there was a significant difference
between the two groups in terms of interpersonal relationships (Table 2).
Table 2. Homogeneity of the general characteristics and dependent variables between the experimental
and control groups (N = 37).
Characteristics Categories
Exp. (n = 18) Cont. (n = 19)
χ2 or t p
M ± SD or n (\%) M ± SD or n (\%)
Gender †
Male 2(11.1) 5(26.3) 1.39 0.238
Female 16(88.9) 14(73.7)
Religion †
Christian 2(11.1) 4(21.1) 0.97 0.808
Catholics 2(11.1) 1(5.3)
Buddhism 2(11.1) 2(10.5)
None 12(66.7) 12(63.2)
Monthly
allowance †
(10,000 won)
20≤ 2(11.1) 6(31.6) 3.26 0.353
21–30 6(33.3) 6(31.6)
31–40 5(27.8) 2(10.5)
41≥ 5(27.8) 5(26.3)
Smoking †
Yes 0(0.0) 3(15.8) 3.09 0.079
No 18(100.0) 16(84.2)
Drinking †
Never 6(33.3) 7(36.8) 3.60 0.165
Once a month 11(61.1) 7(36.8)
More than once a week 1(5.6) 5(26.3)
Age (yr) †† 22.44 ± 1.14 21.68 ± 1.56 1.67 0.103
Depression †† 16.16 ± 7.16 13.00 ± 6.53 1.40 0.168
Self-esteem †† 29.22 ± 5.87 32.84 ± 8.41 −1.50 0.140
Interpersonal
relationship ††
76.50 ± 9.99 87.42 ± 10.85 −3.17 0.003
Exp. = Experimental group; Cont. = Control group; M = Mean; SD = Standard deviation; † Fisher’s exact test;
†† Independent t-test.
Int. J. Environ. Res. Public Health 2020, 17, 3500 7 of 11
3.2. Effects of the Cognitive Behavioral Group Program
3.2.1. Hypothesis 1
Depression has significant interactions between group and time (F = 12.48, p = 0.001) and time
(F = 30.21, p < 0.001). When compared with the control, the depression in the experimental group
showed a significant reduction (t = −6.48, p < 0.001) (Table 3).
Table 3. Effects of the cognitive behavioral group program on the dependent variables between the
experimental and control groups (N = 37).
Variables Group
Pre-Test Post-Test Source F p Post-Pre
M ± SD M ± SD M ± SD t(p)
Depression Exp. (n = 18) 16.16 ± 7.16 6.72 ± 4.67 G 0.78 0.781 −9.44 ± 6.17 −6.48(<0.001)
Cont. (n = 19) 13.00 ± 6.53 10.94 ± 7.50 T 30.21 <0.001 −2.05 ± 6.52 −1.37(0.187)
G × T 12.48 0.001
Self esteem Exp. (n = 18) 29.22 ± 5.87 3.44 ± 5.79 G 0.46 0.500 4.22 ± 4.83 3.70(0.002)
Cont. (n = 19) 32.84 ± 8.41 33.00 ± 8.90 T 8.74 0.006 0.15 ± 4.16 0.16(0.871)
G × T 7.53 0.010
Interpersonal
Relation
Exp. (n = 18) 76.50 ± 9.99 89.72 ± 10.65 G 2.28 0.139 13.22 ± 10.78 5.20(<0.001)
Cont. (n = 19) 87.42 ± 10.85 89.10 ± 12.83 T 29.59 <0.001 1.68 ± 5.01 1.46(0.160)
G × T 17.72 <0.001
Exp. = Experimental group; Cont. = Control group; M = Mean; SD = Standard deviation; G = Group; T=Time;
G × T = Group × Time.
3.2.2. Hypothesis 2
Self-esteem has significant interactions between group and time (F = 7.53, p = 0.010) and time
(F = 8.74, p = 0.006). When compared with the control, self-esteem in the experimental group showed
a significant reduction (t = 3.70, p = 0.002) (Table 3).
3.2.3. Hypothesis 3
Personal relationship has significant interactions between group and time (F = 17.72, p < 0.001) and
time (F = 29.59, p < 0.001). When compared with the control, personal relationship in the experimental
group showed a significant reduction (t = 5.20, p < 0.001) (Table 3).
4. Discussion
This study attempted to examine the effect of a group program for mental health promotion on
depression, self-esteem, and interpersonal relationships among undergraduate students.
The BDI is an inventory measuring the attitudes and symptoms of depression and is divided
into four alternative statements. The standard cutoffs are scores of 0–9 for the normal range, 10–15
for mild depression, 16–23 for moderate depression, and 24–63 for severe depression [10]. The mean
score of the BDI before intervention in the study was 16.16 in the experimental group and 13.00 in
the control group, which indicates more than mild depression in both groups. Participants may have
been interested in depression because they saw the advertisement and applied it to the study. On the
other hand, the mean score of depression in previous studies [5,12,27] applying cognitive behavioral
therapy to undergraduate students was relatively higher than that in this study, ranging from 21.63 to
23.16. This is because the cutoffs were set to 21 [5], 18 [12], and 10 and more [27], respectively, and
students who agreed to participate in the experiment by the therapist’s recommendation were included.
The mean score of self-esteem before the intervention was 29.22 in the experimental group and 32.84
in the control group. In Park and Son’s study [28], the self-esteem score of female college students
with a negative physical image was 24.50 in the experimental group and 25.13 in the control group,
which was relatively lower than that in this study. Since female college students have a high correlation
between physical satisfaction and self-esteem [28], self-esteem may be lower in female college students
with a negative physical image. The mean score of interpersonal relationships before the intervention
was 76.50 in the experimental group and 87.42 in the control group, which was significantly higher
Int. J. Environ. Res. Public Health 2020, 17, 3500 8 of 11
in the control group. Homogeneity between the two groups was not met because those with more
willingness to treat depression were assigned to the experimental group. In other words, people with
more problems in their personal relationships may feel more depressed and want some treatments.
Hwang et al. [29] showed that the mean score of interpersonal relationships in undergraduate …
The Stigma Scale: A Canadian Perspective
Amanda Meier, Rick Csiernik, Laura Warner, and Cheryl Forchuk
Stigma is a devastating psychosocial issue for many individuals with mental illness. This study
examined the mental illness stigma experiences of 380 individuals with a self-reported psy-
chiatric diagnosis in London, Ontario, Canada, using the Stigma Scale, a tool recently de-
veloped in the United Kingdom (UK). Data for the Canadian sample were examined and
compared with those from the UK pilot group. Results indicated that both samples experi-
enced mental illness stigma, with Canadian participants reporting fewer stigma experiences
on close to half of the scale items. In general, the results suggested that antistigma efforts have
achieved some successes, particularly for targeted recipient groups; however, the need remains
for continued and varied methods of stigma reduction to eliminate stigma within society.
KEY WORDS: mental health; mental illness; psychiatric survivors; stigma; Stigma Scale
It is estimated that 20\% of Canadians live with mental illness, with close to 500,000 missing work each week for psychiatric reasons ( Mental Health
Commission of Canada, 2014b). Moreover, the Men-
tal Health Commission of Canada (2014b) reported
that 60\% of people with mental health issues do not
seek help for fear of being labeled. Stigma toward
those who are perceived as different has existed for
centuries, with mental illness stigma being a par-
ticularly prominent and detrimental issue in society
today ( Arboleda-Florez & Stuart, 2012). Expanded
understanding of stigma and its associated conse-
quences for individuals with mental illness is neces-
sary to counteract its oppressing impact within
society.
MENTAL ILLNESS STIGMA
Stigma has been defined as “a feeling of being nega-
tively differentiated owing to a particular condition,
group membership or state in life” ( Arboleda-Florez
& Stuart, 2012, p. 458). There are two main forms
of mental illness stigma discussed in literature. Public
stigma, also referred to as societal stigma, denotes
prejudicial attitudes held by the public toward people
with mental illness ( Arboleda-Florez & Stuart, 2012;
Corrigan, Markowitz, Watson, Rowan, & Kubiak,
2003). Self-stigma, also known as internalized stigma,
refers to personal shame, withdrawal, and loss of self-
esteem experienced by some people with mental ill-
ness. Self-stigma is often triggered by applying to
ones elf the negative stereotypes held by the public
( Chronister, Chou, & Liao, 2013; Corrigan et al.,
2003).
There is no single cause of stigma; instead it has
multiple interconnecting sources, though misguided
perceptions about mental illness and those who are
living with mental illness are believed to be one of
the most prominent sources. Previous research has
demonstrated that members of the public lack know-
ledge of mental illnesses and hold a number of mis-
informed beliefs about individuals with mental
illnesses. Crisp, Gelder, Rix, Meltzer, and Rowlands
(2000) surveyed 1,737 British adults in an effort to
determine public opinions about individuals with
mental illness. Their findings demonstrated that ap-
proximately 70\% of respondents believed people
with schizophrenia, alcoholism, or drug addiction
were dangerous, which has been an ongoing issue with
this population ( Csiernik, Forchuk, Speechley, &
Ward-Griffin, 2007). Wang and Lai (2008) surveyed
3,047 adults in Canada to obtain attitudes concern-
ing depression and found that 45\% of participants
considered people with depression to be unpredict-
able, with over 20\% considering them dangerous.
Stuart (2003) conducted a review of mental health
and violence literature and concluded that the gen-
eral public exaggerates the strength of relationship
between mental illness and violence and also exag-
gerates their own personal risk of being harmed by
individuals with mental illness. Some researchers
have traced the connection between mental illness
and violence to the often unrealistic portrayals of
individuals with mental illness in the media ( Blood,
Putnis, & Pirkis, 2002; Byrne, 2000; Leff & Warner,
2006). Another common misguided belief about
individuals with mental illness is that their illnesses
213doi: 10.1093/swr/svv028 © 2015 National Association of Social Workers
are self-inflicted, making them blameworthy for their
situation ( Corrigan et al., 2003; Corrigan & Watson,
2007; Crisp et al., 2000). Unfortunately, stigmatizing
attitudes are not limited to the general public but
often occur within individuals’ social circles as well.
For example, Moses (2010) interviewed adolescents
with mental illness and found that 46\% reported
stigmatization from their family members and 62\%
experienced stigmatization from peers. In Crisp et al.’s
(2000) study, 50\% of respondents reported knowing
someone with a mental illness; however, between
70\% and 80\% of them also reported generalized
negative views about individuals with mental illness.
Experiencing stigmatizing attitudes from the pub-
lic and within social circles can lead to numerous
detrimental effects on an individual’s health and well-
being. Livingston and Boyd (2010) conducted a sys-
tematic review of 45 stigma and mental health articles
and found that the social effects of stigmatization
include exclusion, diminished social support, low
subjective quality of life, and poor self-esteem. Fur-
ther, self-stigma was found to be positively associated
with symptom severity and negatively associated with
adherence to treatment ( Livingston & Boyd, 2010;
Perlick et al., 2001). Wright, Gronfein, and Owens
(2000) surveyed 88 individuals with mental illness
recently discharged from hospitals and found that
stigmatization was associated with increased stress
and a weakened sense of mastery among participants.
Common consequences of experiencing stigmatiza-
tion include shame, secrecy, isolation, social exclu-
sion, and feeling like an outsider within one’s family
( Byrne, 2000). Yanos, Roe, and Lysaker (2010) fur-
ther found that self-stigma is associated with poorer
vocational outcomes. In recent years, policymakers
have begun to acknowledge the detrimental effects
of stigmatization and programs have been developed
to counteract misinformation about mental illnesses
among the public. However, individuals continue to
experience mental illness stigma within their com-
munities and social circles. Stigma has been described
as potentially more detrimental than mental illnesses
themselves and is considered to be one of the great-
est obstacles remaining in the treatment of mental
illness ( Cechnicki, Matthias, & Angermeyer, 2011;
Chronister et al., 2013).
THE STIGMA SCALE
The Stigma Scale was developed by King et al. (2007)
as a standardized measure of the stigma of mental
illness. Items for the scale were developed on the basis
of results from an earlier study by Dinos, Stevens,
Serfaty, Weich, and King (2004). In the initial study,
46 patients from community and day mental health
services in North London, United Kingdom (UK),
participated in qualitative one-on-one interviews
concerning their feelings and experiences with men-
tal illness. King et al. (2007) reviewed the results and
developed a 42-item scale using participant phrases
regarding stigma experiences; the process of item
development involved adapting participant phrases to
make them more general and applicable to other
people’s experiences. The scale was pilot-tested with
193 mental health services users, 93 of whom were
asked to complete the scale once at baseline and again
two weeks later. Items with low test–retest reliability
were dropped, resulting in a final scale with 28 items.
The final version contains three subscales determined
by factor analysis of the pilot results: discrimination,
disclosure, and potential positive aspects of mental ill-
ness ( King et al., 2007).
We conducted an extensive search of literature by
reviewing all articles that have cited King et al. (2007)
and searching the PsycINFO, CINAHL, and Social
Sciences Abstracts databases for the key words “Stigma
Scale.” Through this review we found that the Stigma
Scale has been used in a small number of studies, but
mostly in modified or adapted form. Schwenk, Davis,
and Wimsatt (2010) conducted a cross- sectional Web-
based survey study with 769 medical students at the
University of Michigan to evaluate their levels of de-
pression, stigma, and suicidal ideation; some state-
ments for the survey were drawn from the Stigma
Scale but were adapted to reflect the population of
medical students and specific depression experiences.
Sanders (2012) ran a mixed methodology study to
investigate how women with drug addiction use mu-
tual support to counteract stigma in Maryland. She
distributed surveys to women attending Narcotics
Anonymous meetings that included items adapted
from the Stigma Scale to reflect the specific issue of
drug addiction. Further, the Stigma Scale has been
used in three graduate theses from U.S. universities:
Conrad-Garrisi (2011) administered the full Stigma
Scale during a correlation study examining the rela-
tionship between a number of variables and mental
health recovery with 143 members of psychiatric re-
habilitation “clubhouses”; Hall (2012) adapted the
Stigma Scale during a vignette-based survey study
examining intimate partner violence with 250 male
and female undergraduate student participants; and
Walston (2012) used the positive aspects of mental
Social Work Research Volume 39, Number 4 December 2015214
illness subscale from the Stigma Scale to investigate
illness acceptance as a mediator to schizophrenia re-
covery in 100 participants diagnosed with schizophre-
nia receiving outpatient mental health treatment.
PURPOSE OF STUDY
To date, the Stigma Scale or sections of it have been
used in a small number of studies and theses within
the United States and the UK. The purpose of our
study was to examine stigma experiences for indi-
viduals living with mental illness in London, Ontario,
Canada, and provide a direct comparison between a
Canadian sample and the King et al. (2007) results.
To our knowledge, this study is the first one to use
the Stigma Scale in a Canadian context.
METHOD
Design
The findings from this study are part of a five-year
Community-University Research Alliance (CURA)
program funded by the Social Sciences and Human-
ities Research Council of Canada on the topics of
poverty and social inclusion for psychiatric survivors
(that is, individuals with lived experience of mental
illness). The CURA used a participatory-action re-
search approach to longitudinally collect quantitative
and qualitative data on the issues of concern. This
study used a cross-sectional descriptive comparative
research design. Data from the first year of the
CURA were obtained and analyzed to describe
stigma experiences for the sample as well as compared
with those from the Stigma Scale pilot sample. Re-
search ethics approval was obtained from the research
ethics board at Western University, London, Ontario.
Setting and Sample
This study was conducted in London, Ontario,
Canada, a midsize city with a population of approxi-
mately 365,000 ( Statistics Canada, 2012). Although
specific rates of mental illness for London are un-
available, it is estimated that 20\% of Canadians ex-
perience a mental health problem or illness in any
given year; however, only one in three people ex-
periencing mental health problems or illnesses re-
port seeking and receiving services and treatment
( Mental Health Commission of Canada, 2012).
A total of 380 psychiatric survivors participated
in the study. Individuals were recruited to participate
if they had been diagnosed with a mental illness for
a minimum of one year prior to participation (self-
reported), were between the ages of 18 and 75, spoke
and understood English, and provided informed
consent. Quota sampling was used to ensure equal
representation by gender (male and female) and
housing status (homeless, residing in a group living
setting, unemployed housed, and employed housed).
Sample sites included homeless shelters, group living
settings for psychiatric survivors, community men-
tal health agencies, public housing, and hospitals.
The study was advertised using a variety of methods,
including posters, newspaper advertisements, word
of mouth, social media, and identification of inter-
ested participants by mental health workers con-
nected to the CURA program. Participants were
recruited over a six-month period in the summer
and fall of 2011. Interviews took place at locations
chosen by participants.
Instrument
The Stigma Scale contains 28 items rated on a five-
point Likert scale ranging from 1 = strongly disagree
to 5 = strongly agree. Item wording alternates between
positive and negative statements to avoid response set
bias, with negative statements undergoing reverse
scoring during analysis ( King et al., 2007). Thirteen
items on the scale pertain to discrimination experi-
ences (that is, “perceived hostility by others or lost
opportunities because of prejudiced attitudes”), 10
items evaluate a person’s willingness to disclose men-
tal health information to others, and five items con-
cern a person’s acknowledgment of the positive aspects
of their mental illness ( King et al., 2007, p. 250). The
scale can be analyzed to yield one total score and three
subscale scores.
A total stigma score can be determined by adding
all responses; the lowest possible total score is 0 and
the highest possible total score is 112, with higher
scores indicating more mental illness stigma. A dis-
crimination subscale score can be determined by add-
ing responses to the 13 discrimination items; the
lowest possible discrimination score is 0 and the high-
est possible discrimination score is 48, with higher
scores indicating more discrimination experiences
due to mental illness. A disclosure subscale score can
be obtained by adding responses to the 10 disclosure
items; the lowest possible disclosure score is 0 and the
highest possible disclosure score is 44, with a higher
disclosure score indicating a lower likelihood of dis-
closing mental illness information. A positive aspects
subscale score can be determined by adding responses
to the five positive aspects items; the lowest possible
positive aspects score is 0 and the highest possible
Meier, Csiernik, Warner, and Forchuk / The Stigma Scale: A Canadian Perspective 215
positive aspects score is 20, with higher scores indicat-
ing a lower likelihood of seeing the positive aspects of
mental illness.
Previous analyses have shown the Stigma Scale to
have good reliability. In the original study by King
et al. (2007), Cronbach’s alpha was determined to
be .87 for the total score, with alphas for the sub-
scales being .87 (discrimination), .85 (disclosure),
and .64 (positive aspects). The overall Stigma Scale
was also shown to be negatively correlated with the
Self-Esteem Scale, demonstrating its concurrent
validity ( King et al., 2007).
Data Collection
Each of the 380 participants completed one-on-one
interviews with trained research assistants. Research
assistants read all items of the Stigma Scale out loud
to participants, and participants rated their responses
verbally or by pointing at the instrument. Responses
were recorded using paper-and-pencil methods and
entered into electronic databases after the interview.
An honorarium of $20 was given at the end of each
interview to compensate for time and travel.
Data Analysis
Frequencies and percentages of sample characteristics
were calculated. Responses to items in the Stigma
Scale were scored according to the guidelines set out
by King et al. (2007). These were then used to de-
termine the scores for each of the three subscales and
an overall total scale score. Reliability of the Stigma
Scale was assessed through a Cronbach’s alpha for the
final scale and each of the subscales. This was also
assessed for the individual items, examining the
Cronbach’s alpha with each item removed.
Measures of central tendency were calculated for
each item, and t tests were used to determine if
significant differences existed between the measures
calculated for the current sample and those reported
by King et al. (2007). Measures of central tendency
were also calculated for the subscales and compared
with those found in the King et al. (2007) article
through t-test analyses. As the original King et al.
(2007) article did not contain sample sizes for the
subscales, these were estimated by summing the
number of missing responses from each of the indi-
vidual items. Using this conservative method, sample
sizes were calculated to be 150 (discrimination sub-
scale), 164 (disclosure subscale), 172 (positive aspects
subscale), and 100 (total score). Mean differences
for the subscales were then standardized using the
pooled standard deviation. All mean differences
(individual items and subscales) were calculated so
that a positive value indicated higher stigma in the
Canadian sample. A Bonferroni correction was ap-
plied to account for the multiple testing, lowering
the threshold from p < .05 to p < .0016.
RESULTS
Description of Sample
Characteristics for both the UK and Canadian samples
are presented in Table 1. There was little difference in
age (42.9 years for UK sample, 40.7 years for Canadian
sample), though the UK sample had a slightly greater
percentage of men (57.1\% versus 50.0\%), and a slightly
lower proportion of individuals currently employed
(17.0\% versus 24.7\%). Ethnicity could not be directly
compared due to differences in data collection, though
it did appear that the UK sample contained a slightly
higher percentage of Caucasians (87.4\% versus 75.5\%).
Table 1: Comparison of Demographics in the UK and Canadian Samples
UK Sample (n = 193) Canadian Sample (n = 380)
Demographic Characteristic M (SD) n (\%) M (SD) n (\%)
Age (years) 42.9 (12.4) 40.7 (14.0)
Gender
Male 109 (57.1) 190 (50.0)
Female 82 (42.9) 190 (50.0)
Ethnicity
Caucasian 159 (87.4) 287 (75.5)
African American 11 (6.0) 4 (1.1)
Indian/Bangladeshi 18 (9.0) NR
Native American NR 45 (11.8)
Other 25 (13.7) 44 (11.6)
Currently employed 34 (17.0) 94 (24.7)
Note: NR = not relevant.
Social Work Research Volume 39, Number 4 December 2015216
In addition, psychiatric diagnoses were classified
slightly differently, although in both samples each in-
dividual could report more than one dia gnosis. Both
samples reported similar rates of mood and anxiety
disorders, and the UK sample reported slightly higher
rates of schizophrenia and personality disorders.
Reliability of the Stigma Scale
Table 2 highlights the results of the reliability testing
in the Canadian sample and the comparison data from
King et al. (2007). Cronbach’s alpha for the total scale
score in the Canadian sample was .86, which was
similar to .87 in the UK sample. When examining
how this changed with item deletion, the alphas
ranged from .86 to .87 in the Canadian sample. The
alphas for the subscales were all calculated to be lower
in the Canadian sample than in the UK sample.
TOTAL STIGMA SCORES
Total stigma scores for the Canadian sample ranged
from 9 to 99 (possible range was 0 to 112). In com-
parison with the UK sample, the Canadian sample
scored lower on both the total stigma score (56.0 ver-
sus 62.6, p < .0016) and the discrimination subscale
(25.0 versus 29.1, p < .0016) (see Table 3). Although
this trend was repeated for the disclosure subscale (22.9
versus 24.7) and positive aspects subscale (8.0 versus
8.8), neither of these differences were found to be
statistically significant. These results indicate that the
UK sample was experiencing a higher level of dis-
crimination and stigma in general than the Canadian
sample.
ISSUES IN THE UK
UK participants experienced more stigma on 12
items of the Stigma Scale (see Table 4 for the full list
of items). Significantly more UK participants re-
ported feeling bad about having mental health prob-
lems (mean difference –0.69, p < .0016), feeling
alone because of their mental health problems (mean
difference –0.53, p < .0016), and feeling embar-
rassed because of their mental health problems
(mean difference –0.51, p < .0016). UK participants
indicated that they worried about telling people
they received psychological treatment (mean differ-
ence –0.51, p < .0016) and that they took medicine/
tablets for mental health problems (mean difference
–0.67, p < .0016) significantly more than Canadian
participants.
In terms of disclosure, UK participants indicated
that they were significantly more scared of how
people would react if they found out about their
mental health problems (mean difference –0.57,
p < .0016), avoided telling people about their mental
health problems (mean difference –0.39, p < .0016),
minded if people in their neighborhood knew about
their mental health problems (mean difference
–0.45, p < .0016), felt the need to hide their mental
health problems from their friends (mean difference
–0.42, p < .0016), and generally found it hard to tell
others about their mental health problems (mean
difference –0.60, p < .0016). Finally, significantly
fewer UK participants agreed with the notion that
having a mental illness made them a stronger person
(mean difference –0.43, p < .0016), and significantly
more UK participants felt that having mental health
problems made them feel like life was unfair (mean
difference –0.47, p < .0016). The results demon-
strate that individuals in the UK feel more negatively
about their mental illnesses and are more hesitant to
disclose mental illness information to friends and
Table 2: Summary of Reliability Analysis
Results for the UK and Canadian
Samples
UK Sample Canadian Sample
Cronbach’s
Alpha
Cronbach’s
Alpha
Range of
Alphas
When Items
Removed
Disclosure .85 .79 .76–.81
Discrimination .87 .83 .81–.83
Positive aspects .64 .46 .26–.60
Total .87 .86 .86–.87
Table 3: Summary of Stigma Scale Scores for the UK and Canadian Samples
Subscale
UK Sample Canadian Sample
M Difference
Standardized
DifferenceResponse (n) M (SD) Response (n) M (SD)
Discrimination 150 29.1 (9.5) 371 25.0 (9.0) –4.1 –0.49*
Disclosure 164 24.7 (8.0) 367 22.9 (7.6) –1.8 –0.23
Positive aspect 172 8.8 (2.8) 375 8.0 (3.1) –0.8 –0.27
Total score 100 62.6 (15.4) 362 56.0 (15.8) –6.6 –0.42*
*p < .0016.
Meier, Csiernik, Warner, and Forchuk / The Stigma Scale: A Canadian Perspective 217
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Social Work Research Volume 39, Number 4 December 2015218
acquaintances when compared with Canadian par-
ticipants.
Common Issues
There were 16 items on the Stigma Scale that elicited
similar results between Canadian and UK partici-
pants. Both Canadian and UK participants reported
that they somewhat agreed they had been talked
down to because of their mental health problems and
that they had some trouble from other people be-
cause of their mental health problems. Neither set of
participants agreed or disagreed as to whether they
had been insulted because of their mental health
problems, whether the reactions of others made
them keep their mental illness information to them-
selves, or whether they were angry with the way
others have reacted to their mental health problems.
In terms of specific discrimination, participants re-
ported similar rates of discrimination from police,
employers, the education system, and health care
providers, with results indicating that participants
somewhat disagreed to experiencing discrimination
from all sources. Both Canadian and UK participants
agreed with the notion that some people with men-
tal health problems are dangerous. Both sets of par-
ticipants agreed that having mental health problems
made them more understanding people and more
accepting of others. However, both sets of partici-
pants also agreed with the statement that they would
have had better chances in life if they did not have
mental health problems. Canadian participants did
not report significantly more stigma than UK par-
ticipants on any of the scale items.
DISCUSSION
This study was the first in Canada to use the full
Stigma Scale ( King et al., 2007) as a measure of men-
tal illness stigma. Whereas other studies throughout
North America have used excerpts of the scale or …
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e. Embedded Entrepreneurship
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Summary & Evaluation: Reference & 188. Academic Search Ultimate
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For example
The inbound logistics for William Instrument refer to purchase components from various electronic firms. During the purchase process William need to consider the quality and price of the components. In this case
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With covid coming into place
In my opinion
with
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