Carla Littleton
D179 Data Informed Practices
Task 1: Identifying and Evaluating Data Sources
In the realm of education, data is essential for pinpointing, examining,
and resolving issues. When utilized effectively, data can guide decisions that
enhance student success. This essay delves into two educational challenges
drawn from personal experience—one that could have benefited from
qualitative data and another that required quantitative data. Additionally, it
assesses a research article through the CRAAP test, highlighting the
significance of reliable sources in tackling these problems.
, Addressing Student Engagement with Qualitative Data
A frequent challenge in special education science classrooms is
keeping students actively engaged. Many students show signs of disinterest,
such as hesitance to join in activities or difficulty concentrating during
lessons. To uncover the underlying reasons for this disengagement,
qualitative data could play a crucial role. For example, conducting interviews
with students or observing their interactions in the classroom could provide
valuable insights into their motivations, preferences, and obstacles. Patton
(2015) emphasizes that “qualitative research is particularly useful for
understanding complex, context-dependent phenomena,” which makes it an
ideal approach for investigating the intricate issue of student engagement
(p. 14).
One benefit of utilizing qualitative data in this scenario is its capacity
to offer in-depth insights into student viewpoints. By conducting interviews,
students can share their emotions regarding teaching strategies, course
material, or the learning atmosphere that may lead to their lack of
engagement. On the downside, gathering and analyzing qualitative data can
be quite labor-intensive. Additionally, Creswell and Poth (2018) warn that
“the interpretation of qualitative findings is inherently subjective, which can
lead to potential bias” (p. 45).
Despite these hurdles, qualitative data is particularly well-suited for
tackling engagement challenges, as it emphasizes individual experiences
that are essential for crafting tailored solutions for diverse learners. To truly
grasp the emotional and psychological elements that affect engagement,
methods that delve into depth rather than merely skim the surface are
necessary.
Measuring Instructional Effectiveness with Quantitative
Data
One more educational challenge center on assessing how well a new
teaching approach enhances science test scores for students in special
education. To gauge the effectiveness of this strategy, quantitative data
could be utilized, such as analyzing the differences between pre- and post-
test scores. According to Gay et al. (2012), “quantitative research provides
D179 Data Informed Practices
Task 1: Identifying and Evaluating Data Sources
In the realm of education, data is essential for pinpointing, examining,
and resolving issues. When utilized effectively, data can guide decisions that
enhance student success. This essay delves into two educational challenges
drawn from personal experience—one that could have benefited from
qualitative data and another that required quantitative data. Additionally, it
assesses a research article through the CRAAP test, highlighting the
significance of reliable sources in tackling these problems.
, Addressing Student Engagement with Qualitative Data
A frequent challenge in special education science classrooms is
keeping students actively engaged. Many students show signs of disinterest,
such as hesitance to join in activities or difficulty concentrating during
lessons. To uncover the underlying reasons for this disengagement,
qualitative data could play a crucial role. For example, conducting interviews
with students or observing their interactions in the classroom could provide
valuable insights into their motivations, preferences, and obstacles. Patton
(2015) emphasizes that “qualitative research is particularly useful for
understanding complex, context-dependent phenomena,” which makes it an
ideal approach for investigating the intricate issue of student engagement
(p. 14).
One benefit of utilizing qualitative data in this scenario is its capacity
to offer in-depth insights into student viewpoints. By conducting interviews,
students can share their emotions regarding teaching strategies, course
material, or the learning atmosphere that may lead to their lack of
engagement. On the downside, gathering and analyzing qualitative data can
be quite labor-intensive. Additionally, Creswell and Poth (2018) warn that
“the interpretation of qualitative findings is inherently subjective, which can
lead to potential bias” (p. 45).
Despite these hurdles, qualitative data is particularly well-suited for
tackling engagement challenges, as it emphasizes individual experiences
that are essential for crafting tailored solutions for diverse learners. To truly
grasp the emotional and psychological elements that affect engagement,
methods that delve into depth rather than merely skim the surface are
necessary.
Measuring Instructional Effectiveness with Quantitative
Data
One more educational challenge center on assessing how well a new
teaching approach enhances science test scores for students in special
education. To gauge the effectiveness of this strategy, quantitative data
could be utilized, such as analyzing the differences between pre- and post-
test scores. According to Gay et al. (2012), “quantitative research provides
