PSY-380 Introduction to Probability and Statistics Benchmark - Project 2 The Stigma Scale: A Canadian Perspectives. Social - Applied Sciences
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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.
Benchmark - Project 2: Article Analysis
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).
https://doi.org/10.3390/ijerph17103500
The Stigma Scale: A Canadian Perspective, by Meier et al., from Social Work Research (2015).
https://lopes.idm.oclc.org/login?url=https://search.ebscohost.com/login.aspx?direct=true&db=ofs&AN=111007501&site=eds-live&scope=site&custid=s8333196&groupid=main&profile=eds1
While APA style is not required for the body of this assignment, solid academic writing is expected, and documentation of sources should be presented using APA formatting guidelines, which can be found in the APA Style Guide, located in the Student Success Center.
This assignment uses a rubric. Please review the rubric prior to beginning the assignment to become familiar with the expectations for successful completion.
You are required to submit this assignment to LopesWrite. A link to the LopesWrite technical support articles is located in Course Materials if you need assistance.
Benchmark Information
This benchmark assignment assesses the following programmatic competency:
BHS
1.3: Analyze current research and best practices in the field of behavioral health.
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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ach
e. Embedded Entrepreneurship
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od pressure and hypertension via a community-wide intervention that targets the problem across the lifespan (i.e. includes all ages).
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*** In Task section I’ve chose (Economic issues in overseas contracting)"
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e a 1 to 2 slide Microsoft PowerPoint presentation on the different models of case management. Include speaker notes... .....Describe three different models of case management.
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Understanding Gender Fluidity
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After the components sending to the manufacturing house
1. In 1972 the Furman v. Georgia case resulted in a decision that would put action into motion. Furman was originally sentenced to death because of a murder he committed in Georgia but the court debated whether or not this was a violation of his 8th amend
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Summary & Evaluation: Reference & 188. Academic Search Ultimate
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We can mention at least one example of how the violation of ethical standards can be prevented. Many organizations promote ethical self-regulation by creating moral codes to help direct their business activities
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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
4. A U.S. Supreme Court case known as Furman v. Georgia (1972) is a landmark case that involved Eighth Amendment’s ban of unusual and cruel punishment in death penalty cases (Furman v. Georgia (1972)
With covid coming into place
In my opinion
with
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Your paper must be at least two pages in length (not counting the title and reference pages)
The word assimilate is negative to me. I believe everyone should learn about a country that they are going to live in. It doesnt mean that they have to believe that everything in America is better than where they came from. It means that they care enough
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soft MB-920 dumps review and documentation and high-quality listing pdf MB-920 braindumps also recommended and approved by Microsoft experts. The practical test
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