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Introduction
• Whenever doing a research, the researcher has to decide on the best design research for
testing the hypothesis.
• The research design chosen will be determined by the variables obtained and the research
objectives.
• The purpose of the research design in a research is to guide the researcher on how to collect
data, analyze it and interpret the observations made.
• Therefore, there are different research design that one can adopt when doing a research.
• Research designs can be broadly categorized as experimental, quasi-experimental
correlational and pre-experimental[Raf10].
Experimental Research Design
• In experimental research, one or more independent
variables are changed and then applied to one or more
dependent variables in order to identify the effect of the
former on the former.
• To establish a convincing conclusion regarding the
relationship between these two distinct types of
variables, researchers often investigate and record the
impacts of the independent factors on the dependent
variables over a period of time.
• The experimental research approach is used extensively
in the physical and social sciences, psychology, and
education, among other fields.
• A straightforward logic is utilized to compare two or
more groups, despite the fact that it may be difficult to
put into practice.
Strengths of Experimental Research
Design
• Since independent variables may be introduced by the researcher, this indicates the
researcher has control over the variables.
• In other words, this suggests that extraneous variables may be omitted from the equation.
• As a result, the researcher has more control over the factors that are not directly related to
the study question.
• Cause-and-effect relationships may be easily established using this study design
• Due to the greater level of internal validity, experimental research is more likely to have than
non-experimental designs.
• Improved results
Quasi-Experimental Research design
• Quasi-experiment is a pragmatic study that is used to estimate the impact of an
intervention on a given experimental population.
• The only difference between quasi-experimental research design and the traditional
experimental design described above is that the latter lacks randomization to
control.
• The experimenter has control over the assignment treatment non-random
assignment.
• Quasi experiment is subject to internal validity as the two groups of data may not be
comparable at the start.
Correlational Research Design
• Correlation research design is the one that uses the relationship between two
different variables to come up with a conclusion.
• The purpose of using correlation is a research is to determine what variables
are related through calculation of a correlation coefficient.
• Correlation coefficient defined as a numerical value that represent the
strength and the direction between related variables.
Similarities Between Research Designs
• A treatment or condition is imposed on study participants.
• The measurement of a specific result of interest
• The researchers examine if the therapy has an effect on this result.
Differences Between Research Designs
• Participants in a real experiment are randomized to either the treatment or control group,
but participants in a quasi-experiment are not assigned randomly.
• Control and treatment groups vary not simply in the experimental treatments they receive,
but in additional, often unknown or unknowable, differences. These disparities must thus be
statistically controlled for by the researcher.
• Because quasi-experiments lack control, numerous competing "rival hypotheses" might
account for the observed outcomes in place of the experimental manipulation.
• As the researcher passively observes and analyses any correlations between occurrences,
correlational research is used. Although in experimental research, the researcher actively
examines events after a change in the behavior of variables has been triggered by the
experiment.
Field of Special Education
• Not every situation can be managed effectively. In certain cases, it may even be unethical
(especially in educational and therapeutic settings).
• An early childhood classroom may, for example, be difficult to divide into two groups, one
experimental and the other non-experimental.
• That's why quasi-experimental designs are so popular in educational studies.
• In a quasi-experimental study, a random assignment to groups is not used, and the
experimenter might choose to manipulate or not manipulate the independent variable.
• In an early intervention study, for example, the researcher may opt to alter the educational or
therapeutic techniques or circumstances.
Suitable Research Method
• A quantitative research plan is a formal systematic procedure of getting quantifiable data
from a research plan to validate the hypothesis.
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It involves coming up with statistical evidence to answer the research questions.
The conclusions made out of a research depends on the quantitative research conducted.
The design chosen in a research depends on whether the hypothesis is known or not.
Experimental study becomes appropriate when a hypothesis have already been decided
upon.
• In a study as this where the hypothesis is to be derived from the research question, quasiexperimental research is the best option.
Validity Threat
• Every time a study is undertaken, the results of the study's dependent variable are
scrutinized.
• The results of this investigation might verify or reject a theory or uncover new information.
• As a result, no direct influence should be exerted on the dependent variable. It's important
to let the experiment run its course.
• There are internal validity tests to assess whether a study's findings are due to manipulating
the independent rather than the dependent variables.
• The researcher's role is to keep track of how the dependent variable responds to various
stimuli and record those observations.
Validity Threat
• The final threat to our internal validity comes from the fact that our accuracy
model has different weightings for false positives and false negatives.
• True positives and false negatives are weighted differently in this situation
because we believe false positives are more relevant.
• For more accurate accuracy numbers, maybe the false positives should be
taken into consideration.
References
• Annette. (2011, November 8). Format for a quantitative research proposal. Retrieved from
www.epiresult.com: http://www.epiresult.com/methods/format-for-a-quantitativeresearchproposal-2/
• Bayat, M. (2016). Teaching exceptional children: Foundations and best practices in inclusive early childhood
education classrooms. Taylor & Francis.
• Campbell, D. T., Stanley, J. C., & Gage, N. L. (2000). Experimental and quasi-experimental designs
for research. Chicago, Ill. : R. McNally.
• Engel, R. J., & Schutt, R. K. (2010). Fundamentals of social work research. Los Angeles: SAGE.
• Thyer, B. A. (2012). Quasi-experimental research designs. New York: Oxford University Press.
• Yin, R. K. (2003). Case study research : design and methods. Thousand Oaks, Calif. : Sage
Publications.
Research Topic
Denise Allen
Walden University
DDD 8072 EDSD 7072
Dr. DeSoto
December 05, 2021
Research Topic
When it comes to the present state of the American educational system, the topic of
social-emotional learning (SEL) is relevant. Social and emotional learning (SEL) processes help
people develop skills in five areas: self-awareness and self-management, social awareness and
awareness of others, interpersonal skills, and the ability to make responsible decisions. The
coronavirus outbreak has created additional challenges for students with disabilities, notably
those with autism spectrum disorders, who are enrolled in virtual reality courses. Many social
deficits are present in children with autism spectrum disorder, including problems creating and
sustaining peer bonds, a lack of shared joy in other people's interests and triumphs, and a general
lack of social-emotional reciprocity. Policies, programs, and practices that assist students in
understanding and regulating their emotions, setting and achieving goals, expressing empathy for
others, forming healthy relationships, and making responsible decisions all contribute to the
development of social-emotional learning (SEL) skills (Dusenbury & Weissberg, 2017).
According to Kamei & Harriott (2021), academic learning is intricately intertwined with
cognitive control, emotional competence, and social abilities, to name a few factors. The authors
came to the conclusion that when each of these three characteristics is appropriately supported,
academic learning is most beneficial for the students. Student learning and academic outcomes
are improved when students have cognitive control, emotional development, and social skills to
manage their emotions, motivation, focus, and grit. They also have the ability to negotiate
relationships with others and overcome obstacles, according to the authors. Specifically, the
issue is that middle school students with autism spectrum disorder (ASD) are not acquiring
social-emotional learning (SEL) skills that will allow them to survive in a virtual learning
environment in a local school system in Georgia. Students with autism will improve their
capacity to manage in a virtual world by including social-emotional learning (SEL) education via
journaling, along with rewards or incentives that are tailored to the individual's interests.
Reference
Kamei, A., & Harriott, W. (2021). Social emotional learning in virtual settings: Intervention
strategies. International Electronic Journal of Elementary Education, 13(3).
Dusenbury, L., & Weissberg, R. P. (2017). Social emotional learning in elementary school:
Preparation for success. The Education Digest, 83(1), 36.
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Problem Statement
Denise Allen
Walden University
DDD 8072 EDSD 7072
Dr. DeSoto
December 17, 2021
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The problem of the Study
Over the last several decades, educational researchers have published just a few studies
on the achievement gap between whites and blacks in educational achievements (Crawford et al.,
2020). A need exists for research that examines the impact of double pandemic racial tension on
both white and black pupils, even though many of these studies have demonstrated similar
variations in race, status, educational outcomes, and socioeconomic level. Transgenerational
traumatized and racially motivated black teenagers from low-income homes are among the most
terrible tragedies in contemporary American history. 400 years of systematic and unremitting
brutality have gone unabated (Jardine, 2018). Compared to any other social group in the United
States, the lives of African American students are complicated to the greatest degree imaginable
by the oppressive racial approach adopted in the United States. Teaching children how to
develop their social and emotional intelligence (SEL) is becoming an increasingly common
practice in schools throughout the country.
Academic performance and health outcomes, as well as equitable employment and
general well-being may be improved via the use of Social Emotional Learning (SEL). Socialemotional learning skills are impacted by a student's race, culture, gender, and socioeconomic
status, which all play a part in their development and expression (Jagers et al., 2019). A broad
variety of mental and physical health conditions may emerge from these inequities, such as
poverty, disabilities, or prejudice, over a student's whole school career. Students' capacity to
focus in class is hindered by real trauma and stress, which results in poor academic achievement.
Apart from that, the COVID-19 outbreak that swept across America and other countries
early last year posed significant challenges to educational systems throughout the world
(DeBruin et al., 2020). As a result of this, students in the United States have forced to entirely
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adapt to the online learning approach if they want to continue their studies. For one thing, this
kind of schooling has led to a widening of the social class gap. In spite of this, the COVID 19
epidemic's disparity in the representation of African Americans in the classroom causes pupils to
be frustrated. This disappointment has left both parents and students feeling let down (Bozkurt et
al., 2020). They are less capable of meeting the demands of the children they are raising when
they are anxious. In the event that a student is unable to afford the costs associated with
contemporary technology, they may be traumatized by the experience.
The stress caused by the theft of the African American image has a harmful effect on the
cognitive function of the children (Engzell et al., 2021). As a consequence of the COVID-19
pandemic, many black Americans find it impossible to avoid learning. When compared to white
Americans, this is much more so. There were 45 percent of black Americans in the United States
who had laptops and desktop computers in 2015. According to experts, relying only on an online
education system would result in certain African American pupils being discriminated against
because of their lack of technological advancement (Allen et al., 2020).
Black parents have a harder time educating their children since they don't have easy
access to computers, which are essential for virtual online learning. To compensate for black
kids' difficulties in learning in the face of epidemic conditions, an educational system must be
devised that is tailored specifically for the needs of the black population. As a result, research on
the impact of Social Emotional Learning (SEL) on black and white students in the United States,
as well as racism, trauma, and technology, is urgently needed.
References
Allen, J., Mahamed, F., & Williams, K. (2020). Disparities in Education: E-Learning and
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COVID-19, Who Matters?. Child & Youth Services, 41(3), 208-210.
Bozkurt, A., Jung, I., Xiao, J., Vladimirschi, V., Schuwer, R., Egorov, G., ... & Paskevicius, M.
(2020). A global outlook to the interruption of education due to COVID-19 pandemic:
Navigating in a time of uncertainty and crisis. Asian Journal of Distance Education,
15(1), 1-126.
Crawford, B. F., Snyder, K. E., & Adelson, J. L. (2020). Exploring obstacles faced by gifted
minority students through Bronfenbrenner’s bioecological systems theory. High Ability
Studies, 31(1), 43-74.
De Bruin, Y. B., Lequarre, A. S., McCourt, J., Clevestig, P., Pigazzani, F., Jeddi, M. Z., ... &
Goulart, M. (2020). Initial impacts of global risk mitigation measures taken during the
combatting of the COVID-19 pandemic. Safety Science, 128, 104773.
Engzell, P., Frey, A., & Verhagen, M. D. (2021). Learning loss due to school closures during the
COVID-19 pandemic. Proceedings of the National Academy of Sciences,
118(17).
Jagers, R. J., Rivas-Drake, D., & Williams, B. (2019). Transformative social and emotional
learning (SEL): Toward SEL in service of educational equity and excellence.
Educational Psychologist, 54(3), 162-184.
Jardine, R. R. J. (2018). Unearthing a Reflection of Who We Are in Relation to Each Other and
the Mutual Influences of Historical Narratives: A Critical Ethnographic Study
Examining Native Southern Black and White Families' Intergenerational Perspectives
on Race Relationships. University of Louisiana at Monroe.
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Saint-Louis, N. (2020). Teacher Perceptions of Social Emotional Learning Supports in Freshman
Academy.
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