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Developing Conclusions 1
Developing Conclusions Assignment
Reverend Traci Lee Goebel
Helms School of Government, Liberty University
Developing Conclusions 2
Abstract
The conclusion associated with a research study summarizes the results, the interpretation of the
results, and the importance of the results identified in a study. When a conclusion is written
concisely, clearly, and simplistically, readers can understand d the primary focus and goal of the
research, as well as understand how the overall results can be applied and/or integrated into
policy, procedure, and legislation. Additionally, any achievements or milestones achieved
throughout the research study can be highlighted throughout the conclusion portion of the
research. An effective conclusion will demonstrate the researcher’s ability to establish a flow
throughout their research so readers can follow the steps and methodologies that were
incorporated into the research, and how these affected the overall conclusions established.
Nonetheless, the conclusion should be a memorable, engaging story for readers, which will
entice them to want to read the research and to see how the research is applicable to their
professional field.
Keywords: Conclusion(s), Observation, Data Collection, Summary, Qualitative Research
Developing Conclusions 3
Developing a Conclusion
When researchers conduct research, they should aim to present their overall findings and
conclusions in a way that is understandable by most individuals who read their research. O’Leary
(2008) describes a conclusion as the section that reveals the researcher’s data, as well as the
section that provides a link between the aim, objective, and research questions associated with
the research study. Additionally, it is the data obtained throughout the research study that helps
the research write and compile their conclusion(s). Further, observation is a methodology that
helps researchers obtain the information and data they seek to identify throughout their study,
just as observation can lead towards the data and conclusions being adapted and changed
throughout the entire study. Furthermore, research should utilize a summary to discuss what has
been said, yet utilize a conclusion to discuss future research possibilities, future research
questions (Glesne, 2016), as well as the overall impressions from the data you have collected.
Conclusions are the researcher’s opportunity to link their data and interpretations together, and to
discuss how the interpretations and results can be applied, researched further, and/or applied to
relevant problems.
Observational Data Collection
This research paper will discuss a prior observation conducted by the author of this paper,
as this opportunity was designed to help the author of this paper learn how to bother observe and
collect qualitative data through observation(s). Researchers utilize the methodology of
observation during qualitative research to help gather data regarding places, behaviors, and
interactions (Genkova, 2020), with the intention of seeking data that is relevant to their research
problem and/or research questions. Additionally, when researchers choose to utilize observation,
the researcher is expected to determine their role(s), the level, and extent of whether they will be
Developing Conclusions 4
conducting either an open or covert observation (Genkova, 2020). Observational data that is
obtained through open observation, where the participants know that the individual observing
them is a researcher, the researcher can directly record behaviors, interactions, and events that
occur within the environment they are studying. Further, when researchers utilize covert
observation, the participants in the targeted environment do not know that the individual is
indeed a researcher, nor do they know that the researcher is documenting their observations.
Furthermore, observation and data analysis while adaptable, flexible, and ever changing
throughout a research study, both are also considered to be creative.
While there is no single way to achieve analysis in a researcher’s research study,
researchers should be capable of selecting, adapting, and evening combining the different
sections of their data and work in their project (Lofland & Lofland, 2008). Qualitative research
studies will involve multiple steps and sections, and as data is accumulated, the data itself will
require the researcher to be adept at adapting their writing, being flexible with their writing, and
their ability to maintain this throughout their entire study. Researchers can utilize descriptive,
selective, or focused observation throughout their research study, as each type of observation can
help with heightening awareness of information (Smit & Onwuegbuzie, 2018) that is obtained
throughout their study. Further, observation enables researchers to listen, feel, and see more
effectively, and to fully take in their surroundings. Nonetheless, observation helps researchers
obtain a great amount of data, while also providing the opportunity for them to effectively
analyze and understand the group, population, or environment they are observing.
Briefly, there are three different roles a researcher can possess when conducting
observation(s). The three types of roles are known as being a full participant, a participant-as-
observer, and observer-as-participant, according to Maxfield and Babbie (2018). As a full
Developing Conclusions 5
participant, as this opportunity is believed to help achieve data that is natural and honest, as those
around the researcher will not know that he or she is a researcher and conducting actual research
(Maxfield and Babbie, 2018). This type of observation is like covert observation, which can be
conducted off-site and in-person, but is also known to be successful when observing behaviors
that are stigmatizing and/or when environments may be stigmatizing (Genkova, 2020). When
researchers choose to be a participant-as-observer, the research participants in the group that is
being studied, but it is known that he or she is also conducting research while participating
(Maxfield and Babbie, 2018). Further, when a researcher chooses to be an observer-as-
participant, the researcher will interact with the participants while not being a participant and are
more observational in nature (Maxfield and Babbie, 2018).
The author of this paper had conducted a brief observation in a public setting, specifically
at a local bookstore, as assigned for the course she is presently taking. The purpose of this
observation was to learn how to collect qualitative data that is obtained through real-world
interactions, and among the individuals who were present in the bookstore at the time of this
observation. The first observation consisted of men and women sitting at the tables in the café,
with their laptops open, a cup of coffee or tea in their hand, and their other hand visibly typing
on their laptops. These individuals were observed to be quiet, focused, and their physical body
language appeared relaxed. The second observation came from the families that were sitting on
the opposite side of the café. These families were busy talking amongst each other, while
younger children would run around and play with each other. The women seemed to speak
loudly, while the men spoke softer, and their facial reactions would match the tone of their
conversations.
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Further, the third observation entails the smells experienced while in the bookstore. This
store smelled of homemade pastries, breads, and sweets, and these smells permeated throughout
the entire bookstore. Additionally, the author noted scents of freshly printed books, paper, and
even of more aged books. The individuals did not know that the author of this paper was
conducting observation, therefore, the author of this paper was able to gain more natural
observations, as the individuals were not distracted by the fact that she was observing and
conducting research, thus gaining more natural and accurate data (Swain and King, 2022). The
final observation entailed the author seeing a great variety in diversity and culture among the
customers, as this bookstore is in a culturally diverse city.
Discussion
Social settings and environments provide a great deal of behaviors, actions, situations,
and contexts that can be observed and documented throughout a research study. Researchers can
conduct open or covert observation(s) in social settings, as the topic and research questions can
help inform which method would be most accurate and beneficial when seeking to obtain data
via observation(s). Additionally, when conducting any type of observation in a social setting,
learning how to effectively listen can be vital. Lavee & Itzchakov (2023) describe that effective
listening can help with establishing and/or developing the following throughout a research study:
1. Establishing rapport.
2. Delving more into subjective experiences.
3. Collecting rich data.
4. Allows complexities and uncertainties to be identified and explored.
Additionally, effective listening demonstrates that you are absorbing the data you hear
correctly, and that you are not allowing any misunderstanding or bias to affect what you are
Developing Conclusions 7
hearing and affect how you analyze what you are hearing. Effective listening enables the
researcher to absorb and document more data, thus leading to a rich, detailed, and established
conclusion and summary of their overall findings. Researchers should want their conclusion(s) to
be seen as memorable, captivating, and even resonating, as this will help their perspective of
their research topic stand out, and help key findings be easily accessible to those who read their
research (Cristancho, Watling, & Lingard, 2021). Therefore, a researcher is both discussing and
linking their data and findings, but also telling a captivating story of their overall findings that
will reel in readers and will help readers understand and apply the findings of their research to
the appropriate professional fields. While one should not judge a book, or research study by its
cover, weaving and writing your research findings like a compelling story will only make your
research applicable to and read by a much wider audience.
Researchers can identify themes, patterns, and trends within the data they have obtained,
just as they can code all this information that they have obtained as well. Conclusions should
include a discussion of these themes and patterns, as these concepts can be utilized or applied,
and/or the meaning of the information can be readily accessible and effectively understood
(O’Sullivan & Jefferson, 2020). Further, when researchers utilize reflexivity, they are equipped
to help make their results and analysis more transparent in their writing, just as they are equipped
to ensure that their viewpoints are understandable (O’Sullivan & Jefferson, 2020). Furthermore,
there is a five-phase analysis model that can be beneficial to both novice and experienced
researchers.
The five-phase qualitative analysis model that is beneficial for both novice and
experienced researchers involve organizing data, sorting data into relevant categories, creating
open and initial coding, identifying patterns, themes, and findings, and lastly, applying theory
Developing Conclusions 8
and explaining one’s findings. Phase One utilizes deductive strategies to help a researcher
organize and manage their data (Bingham, 2023). Phase two develops codes that relate to the
researcher’s research questions, purpose, and any propositions within their research. Phase three
provides the opportunity for the researcher to do further coding, by determining which specific
ideas have fully emerged thorough their research. Phase four progresses into the researcher
identifying themes, as well as collapsing themes and/or codes that will no longer be utilized.
Lastly, phase five is where the research combines both inductive and deductive analysis together
and applies the codes to both the literature and theoretical framework of their research (Bingham,
2023). Nonetheless, this process applies towards developing conclusions, as this process can
help researchers examine the meaning of their findings and help them determine in what context
the findings will be discussed and presented to their reader (Bingham, 2023).
Conclusion
Observation is a methodology in qualitative research that has been effective in helping
researchers collect data for quite some time. When researchers observe individuals or
environments in more naturalistic ways, such as covert or open observation, they can gain
insights, perspectives, and data that would otherwise be inaccessible. Additionally, observations
can assist in helping expose different perspectives and contexts surrounding behaviors,
interactions, and even smells and sights, that would not normally be presented throughout other
qualitative methodologies. Morgan et al. (2017) reminds researchers that self-reported accounts
can help reveal inaccessible insights that would not be accessible from other methodologies.
Further, covert observations can help obtain data that is honest and transparent, as the individuals
and environment around the researcher do not know that he or she is conducting research, let
alone taking fieldnotes regarding their observations.
Developing Conclusions 9
The type of observation conducted by the author of this paper appears to fall on the
spectrum of both unstructured and covert. This enabled the author of this paper to blend into the
environment of the bookstore and the café within it and be able to blend in with the participants
that she was observing. Had the author of this paper announced that she was observing the
individuals and environment for a doctoral level assignment, this would’ve caused the
individuals in this environment to deliberately change their behaviors, actions, tone of voice, and
even their decisions while at the store. Therefore, the author of this paper could observe naturally
and honestly, and document honest behaviors, actions, and contexts; and not have to rely on
behaviors, actions, and contexts that would’ve been manipulated and/or changed had the
individuals in the bookstore known they were being observed. Lofland & Lofland (2008) remind
researchers and students alike, analysis is a creative act.
Biblical Worldview
While the Bible does not have scriptures that specifically pertain to research, observation,
and/or developing conclusions, there are scriptures that apply towards honesty, transparency, and
towards obtaining knowledge. Proverbs 11:3, “The integrity of the upright guides them, but the
unfaithful are destroyed by their duplicity” (New International Version, 1973/2011, Proverbs
11:3). Integrity is important as a human being and as a researcher, as integrity can help
demonstrate that research is honest, transparent, and without bias or prejudice. If a researcher
cannot obtain honest and transparent data, and cannot keep their bias, personal or religious
beliefs out of their research, then it will be tainted, corrupted, and the results and findings will
not be accurate and reflective of the group, culture, or environment observed. 3 John 1:4, “I have
no greater joy than to hear that my children are walking in the truth” (New International Version,
1973/2011, 3 John 1:4). God wants us to walk in the truth, and to speak the truth; thus, in one’s
Developing Conclusions 10
research, the researcher should seek to identify and obtain data that is truthful, transparent, and
accurate; not tainted, corrupted, and/or a result of their own biases and beliefs.
Developing Conclusions 11
References
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Qualitative Data Analysis, Vol. 22: 1-11. International Journal of Qualitative Methods.
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Cristancho, S., Watling, C.J., and Lingard, L.A. (2021). Three Principles for Writing an Effective
Qualitative Results Section, Vol. 22, No. 3: 110-122. Focus on Health Professional
Education. ISSN: 1442-1100.
Glesne, C. (2016). Becoming Qualitative Researchers an Introduction, 5th Edition. Pearson
Education, Inc. ISBN-13: 978-0-13-385939-3.
Genkova, A. (2020). A Guide to Conducting Field Observations. Illinois Criminal Justice
Information Authority (ICJIA). https://icjia.illinois.gov/researchhub/articles/a-guide-to-
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Lavee, E. and Itzchakov, G. (2023). Good Listening: A Key Element in Establishing Quality in
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Observation and Analysis, 3rd Edition. Waveland Press.
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Criminology, 8th Edition. Boston, MA: Cengage Learning. ISBN-13: 978-1-337-09182-
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See Is Not What You See, Vol. 17: 1-3. International Journal of Qualitative Methods.
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