1000+ expressions that will make scientific writing easy
Academic and scientific writing is a distinct form of communication with its own set of rules, conventions, and objectives. Its primary goal is not just to present information, but to construct a persuasive argument based on evidence, logic, and rigorous methodology. It is the official medium through which new knowledge is introduced, debated, and ultimately accepted into the body of human understanding. From a university dissertation to a groundbreaking article in a 2025 issue of a scientific journal, the language used must be precise, objective, and unambiguous. This style of writing is characterized by its formal tone, its structured nature—typically following the IMRaD (Introduction, Methods, Results, and Discussion) format—and its reliance on citation to position new work within the existing scholarly conversation. Mastering these phrases is essential for anyone who wants to participate in that conversation, whether they are a student writing their first research paper or a seasoned professor publishing their latest findings. It is the key to communicating complex ideas with clarity and credibility to a critical audience of peers.
Table of contents
Overview
Acknowledgement and gratitude
Attribution and citation
Causal and explanatory language
Conceptual definition and characterization
Data collection and variables
Discussing implications and relevance
Emphasis and noteworthiness
Internal structural signposting
Introducing aims and scope
Knowledge claims (strong assertion)
Limitations and caveats
Logical flow and transition
Methodology and design
Quantitative comparison and difference
Referencing figures and tables
Reflective/personal academic voice
Reporting observations/results
Reviewing prior literature
Synthesis and conclusion
Tentative claims and hedging
List of categories
Academic & scientific writing
Business & professional communication
Common idioms & sayings
Describing states & situations of change
Expressing opinions, feelings & emotions
General uncategorized
Giving & requesting information
Grammar & common errors
Foreign expressions & Latin phrases
Managing tasks, plans & problems
Social & polite expressions
Time, scheduling & deadlines
Acknowledgement and gratitude
Phrases for formally thanking co-authors, supervisors, or funding bodies.
Scientific and scholarly work is an intensely collaborative enterprise, and the acknowledgements section of a paper is the formal space to recognize the contributions of those who made the research possible. This category covers the conventional, formal phrases used for this purpose. The section typically begins with a broad statement, such as "The authors would like to thank…" or "We gratefully acknowledge the assistance of…" It is then followed by thanks to specific individuals for their particular contributions, for example, "Dr. Smith for her insightful comments on an earlier draft" or "the lab technicians for their support." Crucially, this is also the place where you must formally credit your funding sources. A standard phrase like "This research was funded by a grant from the National Science Foundation (Grant #12345)" is not just a polite thank-you; it is a requirement for transparency in research funding Common examples include "co-authored with" and "this work was supported by". These are not casual expressions of thanks, but a formal and permanent part of the academic record, highlighting the collaborative nature of knowledge creation and giving credit where it is professionally due.
Attribution and citation
Specifically linking information, ideas, or quotes to an external source, author, or publication.
Example phrases(41)
as noted
accessed on
as demonstrated by
as evidenced by the fact
as revealed by
evidencing
can be referenced
according to articles
as suggested by
is contributed by
based on statistics from
she added that
it is described that
it can be referenced
taken reference from
under submission
this is supported by
there is no reference to
as exemplified by
as evidenced by
to cite an example
will be published
and references therein
according to the statistics
by the author
According to the research
the text talks about
as stated in the sentence
according to a research
a late professor
worthy of reference
According to the author
provide source
name of publication
to support this statement
where it is mentioned that
image courtesy of the artist
such as that of
this article was originally published
this quote shows
as demonstrated in
Isaac Newton famously wrote in 1675, ""if I have seen further [than others], it is by standing on the shoulders of giants." Researchers build on previous knowledge to the point that we can say that the entire enterprise of scholarship is built on the principle of giving credit to the work and ideas of others. The short, functional phrases in this category are the mechanical nuts and bolts of such a principle. They are the essential tools for attribution and are non-negotiable for avoiding plagiarism. The most common formulation is "According to Davis (2023),…" which clearly signals that the following idea originates from that specific source. Other variations, such as "As noted by Chen et al.,…" or "Miller’s research has shown that…," achieve the same goal. These phrases are the connective tissue that bonds together different strands of research into a coherent narrative. You might use a fragment like "as demonstrated in their study of…" to be more specific about the context of the cited work. These are not just stylistic choices; they are the formal mechanism for acknowledging your intellectual debts and for providing your reader with a clear trail to your sources Common examples include "as noted" and "accessed on". Mastering these simple phrases is one of the first and most important steps in becoming a responsible member of the academic community.
Causal and explanatory language
Phrases that attribute a finding to a cause, explain a relationship, or describe a mechanism.
Example phrases(90)
at the basis of
exert an effect
can be attributed
benefits derived from
alter the results and
as a function of
in function of
is attributed to
increase the likelihood
as a result of which
is decoupled from
interplay with each other
is complemented by
have led to
is in tension with
it results from
is inextricably linked
mediated by
manifested through
play an essential role
another reason is that
play a major role
a subsequent effect
played a crucial role
play a fundamental role
be attributed to
the basis for
the fundamental basis
serve as a foundation for
the reason being that
playing an outsize role in
the reason why
the medium through which
there is a connection between
largely due to
this is due to
this can be explained by
was influenced by
this can be attributed to
which resulted in
which result in
which leads to
which will in turn
this will result in
which results in
with the result that
this is caused by
with the effect of
catalyze
due to rounding
for the same reason as in
plays a huge role in
thus resulting
is mediated through
confer risk for
the ways in which
account for the fact that
has resulted in
association between
which is due to
interrelated to
played a huge role in
plays an important role for
there are several reasons why
in large part due to
justify this statement
serve as an impetus
is further compounded
play an integral part
played a leading role
underlying factors for
The rationale behind
is in part due to
the main driver of
confer risks for
is compensated for by
Intrinsically linked
stems from the fact
which in turn affects
draws parallels with
the difference lies
therefore enabling
give reasons for your answer
with the advent of technology
which would in turn
this does not account for
perpetuate bias
played an integral role in their success
as a consequence of
which consequently
This is the language of "why." After you have presented your objective results, the Discussion section is your opportunity to interpret them. This is where you move beyond simply reporting what you found and begin to explain what it means. The phrases in this category are central to that interpretive process. You will use fragments that propose an explanation or a cause, such as "This finding can be attributed to…" or "This may be a result of the…" These expressions are used to connect your specific data points to a broader theoretical framework or a potential underlying mechanism. However, this is also where scientific caution is most needed. Claiming direct causality is a very strong statement, so researchers often use more tentative language. A phrase like "This suggests a relationship between…" is more common and scientifically honest than "This proves…" Using expressions like "One possible explanation for this result is…" allows you to propose an interpretation while acknowledging that other interpretations may exist. This is the part of your paper where you construct your argument, explain the significance of your findings, and contribute to the ongoing conversation in your field Common examples include "at the basis of" and "exert an effect". It's the transition from data collector to thoughtful analyst.
Conceptual definition and characterization
Phrases for formally defining terms, describing characteristics, or setting up theoretical frames.
Example phrases(167)
a confluence of factors
akin to
a contemporary phenomenon
Well indicated
an isolated fact
a theoretical framework
a wide range of factors
a broader framework of
as represented by
are complementary to each other
assertion of value
all and only
at a higher level
based on the assumption
can be defined as
can be divided into
can be thought of
cardinal feature
a newly developed
conceptual depth
cultural inclinations
complex interplay of factors
defining characteristics
conflate with
denoted by
degree of control
as denoted by
derivatives of food
are commonly referred to as
extent of use
extent of usage
denoting
factual language
in analogy to
forms the basis of
fundamental premise
anchored by
generally referred to as
intellectual dynamism
is characterized with
is constituted by
diverse contexts
is characterized by
is denoted as
facilitate the understanding
is well characterized
it can be used to
encompass
is termed as
it is termed as
lexical expression
lateral dimension
provide a medium for
is characterised by
substantive content
it is defined as
it has its roots in
the lens of
thematic axes
the underlying assumption
theoretical question
theoretically informed
theoretically sound
there are some advantages
through the perspective of
problematic discourse
under the notion
push factor
underlying principle
viewed through the lens of
what is historical frame of reference
ubiquitous
conceptualize
conclusivity
adhere to the theory
robust to something
suppression of individuality
the rate at which
a broad aspect
are often used interchangeably
a comprehensive work
intrinsic link
an overarching premise
characterise
is anchored upon
faculty of reason
nature of treatment
scope of values
clarity of exposition
economy of style
in its broadest sense
intellectual conviction
intellectual reflection
intellectually astute
is that of
manifold
a breadth of scope
internal coherence
taking the form of
are collectively referred to as
both endemic and systemic
intellectual horizon
should not be conflated
nuanced insights
spiritual connotation
Nuanced argument
an abstract sense
dynamicity
instrumentalisation
lies at the intersection of
synonym
pragmatic necessity
to discern between
triple structure
under the concept of
a substantial research
assert their agency
continuous prose
laterally
is categorized into
much applied
residual knowledge
sits at the nexus of
universal impulse to
a cover term
derive meaning
geographic perspective
both historically and currently
is revised from
mentation
medium of language
is best thought of as
social endeavor
value-laden words
acute or insidious onset
benefits derived definition
flat intonation
extraneous stimuli
intellectually engaging
it can be written as
personal agency
provide a lens through which
there is no single definition
to delineate from one another
working on the premise that
degree of agency
not elsewhere classified
intellectually enriching
unifying factor
audience imperatives
best describes
compounding factor
difference in kind
provides a rich context for
arbitrary threshold
best describe
newly developed definition
thematic depth
radical premise
social and economic fabric
the most marked characteristics
differentiating finer shades of meaning
synecdoche
the two terms are often used interchangeably
being the optimal word
is characteristic of
intellectual prowess
In academic discourse, common words can have highly specific meanings. You cannot assume that your reader understands a key concept in the same way you do. That is why formal definitions are a cornerstone of rigorous writing. The phrases in this category are the tools for establishing this clarity. The classic formulation is "For the purposes of this study, [the term] is defined as…" This creates a precise, operational definition that you will adhere to throughout your paper, preventing any ambiguity. You can also use these phrases to outline the key features of a concept, using fragments like "[The concept] is characterized by…" or "can be described as having three main components:…" This language is most often found in the introduction or the literature review, where you are laying the theoretical groundwork for your study. It is an act of intellectual precision. By clearly defining your terms, you ensure that you and your reader are operating from the same conceptual playbook, which is an absolute prerequisite for a coherent and persuasive argument Common examples include "a confluence of factors" and "akin to". Without it, your entire paper could be built on a foundation of misunderstanding.
Data collection and variables
Phrases specific to the gathering, measuring, or specification of samples, participants, data, or variables.
Example phrases(35)
in one of the participants
at an individual level
quantity of interest
extensive data
ample data
data have been collected
for a given value of
can be obtained
a number of participants
take an exam
the panel consisted of
three of whom
the data were collected
vast amounts of data
measured instead of
in each group
same-age peers
country of institution
a large number of participants
vast amounts of information
at the temperature range of
focal variable
at baseline
were collected
at the family level
on the individual level
a large amount of chemicals
names have been changed to protect
percent of respondents
data has been collected
to proxy for something
biological cues
lay public
patient presented with
the corresponding data
Within the broader methodology, this is where you get down to the specifics of what you gathered and how you measured it. These phrases provide the crucial details about the foundation of your study: your data. Factual statements like "Data were collected through a series of structured interviews" or "A survey instrument was developed for this purpose" specify the tools used. Describing your subjects is equally critical. Fragments such as "The sample consisted of 40 undergraduate students" or "Participants were recruited from a local community center" define the population you are studying, which is essential for understanding the generalizability of your findings. Furthermore, you must clearly define what you were measuring. Using phrases like "The primary dependent variable was…" or "We measured reaction time in milliseconds…" eliminates any ambiguity about the parameters of your investigation. This language is necessarily technical and precise. It allows other experts in your field to critically evaluate your work, to check if your tools were appropriate, if your sample was representative, and if your variables were well-defined Common examples include "in one of the participants" and "at an individual level". This transparency is a non-negotiable part of scholarly communication, as it is the bedrock upon which your results and conclusions are built.
Discussing implications and relevance
Phrases that explore the broader significance, real-world consequences, or avenues for future research.
Example phrases(73)
cultural implication
a promising avenue
at a deeper level
advance the state of the art
More generally
broader implications for
broader culture
a further experiment
a promising field
draw implications for
at a broader level
can be applied to
contribute to the field of
for further analysis
bear relevance
future implications
evaluate the implications
hold relevance
in many fields
further research is warranted
make significant contributions
profound implications for
provide valuable insights
promising results
deeper insight
do more research
society as a whole
draw insights
significant potential for
significantly contributed
derive insight
the question arises
this implies that
this implies
this raises the question
warrant further investigation
wider society
should be reflected
there is a need for
in a wide range of applications
need to be studied
underlying implication
the relevance lies
wider implications for
resonance
comment on the effectiveness of
serve as a basis
a corollary question
broader significance
further studies are warranted
is of significance to
avenue for future research
further exploration of
provides a fertile ground for
the question then becomes
find application in
provoke thinking
the magnitude of impact
provide a valuable insight into
results are promising
this extends beyond
not only academic but also
research avenue
offers a new perspective on
contribute to the literature
the question becomes
global relevance
contemporary relevance
extend this work
implications on something
implications are drawn
the questions raised by
this will form the basis of
This is the language of the "so what?" question. A brilliant piece of research can fall flat if it fails to explain why it matters. This category covers the phrases used in the Discussion and Conclusion sections to connect your specific findings to a bigger picture. These are the expressions that articulate the value and significance of your work. Fragments like "The practical implications of these findings are…" or "This research has important applications for…" are used to bridge the gap between the laboratory and the real world. This is where you explain how your work might influence policy, practice, or technology. Furthermore, good research always opens up new questions. Phrases like "Further research is needed to understand…" or "Future studies should explore the relationship between…" are not just afterthoughts; they are a vital part of the scientific process. They demonstrate your deep engagement with the topic and provide a roadmap for other researchers who want to build on your work Common examples include "cultural implication" and "a promising avenue". This is how you show that your study is not an end point, but a valuable contribution to a living, ongoing scientific conversation.
Emphasis and noteworthiness
Phrases for highlighting the critical, important, striking, or core aspects of a topic or finding.
Example phrases(66)
a profound understanding
a fundamental basis
at the most fundamental level
a fundamental understanding
at the core of
a robust understanding
a prime example
a central assertion
a seminal influence on
has gained increasing attention
hold significance
a prime example of
hold great significance
is of great interest
is a key factor
it is noteworthy that
is of particular value
it bears noting that
it is noteworthy
it is not surprising
it is noteworthy to mention
it is worth mentioning that
it is quite significant that
holds significance
it is worth noting
it is significant that
it is important to note that
it is worthy of note
most critically
non negligible
focus placed on
more notably
play a vital role in
play a crucial role
plays a vital role in
not merely but also
significantly important
this is especially true
primarily
subject of interest
further highlighting that
emphasis was placed on
it is instructive to note
most salient feature
a hotly debated topic
lies at the heart of
an object of interest
of particular note is that
More interestingly
play an important role in
striking observation
and most especially
has attracted increasing attention
it is of note
brings into stark focus
received less attention
Of note is that
lies at the core
a focal theme
special emphasis is placed on
special attention will be given
the sheer fact that
it is here that
key findings
this is all the more true
with emphasis on
In a dense, information-rich academic paper, you cannot assume the reader will automatically grasp which points are the most important. As the author, it is your job to guide their attention. The phrases in this category act as a verbal highlighter, signaling to the reader, "Pay close attention to this part." You can use a fragment like "It is important to note that…" or "Crucially, the study found that…" to foreground a key piece of information or a pivotal result. When you want to emphasize a particularly surprising or interesting finding, you might use "Notably,…" or "Of particular interest is the fact that…" These phrases help you to control the narrative of your paper, ensuring that the reader follows your intended line of argument and does not get lost in the details. However, like a real highlighter, they lose their power if overused Common examples include "a profound understanding" and "a fundamental basis". Employed sparingly and strategically, these emphatic phrases can make your writing much more persuasive and your key contributions much more memorable, which is a significant advantage in a competitive academic landscape.
Internal structural signposting
Phrases that explicitly refer to the organization or layout of the current document (e.g., the paper is structured as follows).
Example phrases(28)
for the sake of completeness
discussed below
an introductory overview
omitted for brevity
as stated above
i discuss
as summarised below
as stated in the text
is structured as follows
in this chapter
as shown above
organized as follows
the remainder of the paper is
described above
at the end of the paper
provisional title
descending chronological order
the penultimate paragraph
will be discussed in the following
In this section
the rest follows
corrected manuscript
are shown in bold
in the rest of this paper
to discuss below
the ensuing paragraphs
the paper is organized as follows
The paper is structured as follows:
For a reader navigating a long and complex academic paper for the first time, it is incredibly helpful to have a map. That is precisely what structural signposting provides. This category includes the phrases you use to talk about the structure of your own document, guiding the reader along the way. At the very beginning, you might provide an overview with a sentence like "This paper is organized into four main sections." This sets a clear expectation from the start. As you move between topics, you can use forward-looking phrases like "In the following section, we will discuss…" to signal a transition. You can also connect ideas by referring back to previous parts of your paper with expressions such as "As discussed in Section 2…" or "As mentioned previously…" This practice makes the logical structure of your argument explicit, helping the reader to see how all the pieces fit together. It is a fundamental part of creating a reader-friendly text Common examples include "for the sake of completeness" and "discussed below". In an age where readers often skim papers for specific information, clear structural signposting makes your work more accessible and easier to digest.
Introducing aims and scope
Phrases used to state the purpose of the study/paper, define its boundaries, or set the overall context.
Example phrases(84)
amid the backdrop
assess whether or not
an overall understanding
delve deeper into
a point of orientation
beyond the scope of
an overall picture
I posit that
for research purposes
a comprehensive understanding
in the contemporary society
goes beyond the scope
in an era where
is conducted for
matter of research
evaluate the extent to which
subject of focus
target of interest
the focus lies on
historical background
the goal is twofold
for this study
in the context of
this leads to the question
this paper argues
object of inquiry
obtain knowledge
this poses the question
on the backdrop of
to be studied
provide an analysis
provide insight into
to gain insight into
with the focus on
to deepen the understanding of
the objectives of this study
with a particular focus on
within the context
this study aims to investigate
to confirm the veracity of
in the present study
set in the context
this paper deals with
specific context
the main aim of
to bear on the question
range of disciplines
scopes of interest
to address this gap
to strengthen knowledge
this book deals with
provide rationale for
this project aims to
especially with respect to
broaden the spectrum of
to further testing
comprehensive perspectives
raise the hypothesis
delve into the topic
the purpose is twofold
contextualized within
in the present work
delve deep into
first of all it is worth considering
it poses the question
question arises as to
this house believes that
to confirm or infirm
to further prove
to further research
set the premise
In this work
This study aims to
conduct a study on something
to confirm or refute
to do research on something
range of contexts
raises the question of whether
to increase the understanding of
The article explores
to conduct research on something
produce research
the aim is threefold
this paper analyzes
The introduction of any academic paper serves as a contract with the reader, and these phrases are where you write the main clauses of that contract. A sentence beginning with "The aim of this study is to…" or "This paper seeks to examine…" is far more than a simple opening line; it is a declaration of intent that sets the entire tone for the work. It provides a roadmap, telling the reader precisely where you are going and what you hope to achieve. This initial clarity is a hallmark of rigorous thinking. In a world saturated with information, where researchers skim hundreds of abstracts, a sharp, well-defined aim helps your work get noticed. Equally important is the language of limitation. A phrase such as "The scope of this research is limited to…" is not an admission of weakness, but a sign of strategic focus. It defines the intellectual territory of your paper, preventing readers from judging it for what it never intended to be. This is a crucial move in managing expectations and framing your contribution accurately Common examples include "amid the backdrop" and "assess whether or not". Whether you are writing a grant proposal for a major 2025 research initiative or the first paragraph of your dissertation, these foundational phrases establish your paper’s purpose and boundaries, demonstrating from the outset that your project is well-conceived and thoughtfully planned.
Knowledge claims (strong assertion)
Assertions of proven facts, clear conclusions, or statements of widely accepted knowledge.
Example phrases(47)
backed up with evidence
as is evident
It is well known that
it has been learned
it has been found
fundamental knowledge
in every instance
empirical assertion
it has been observed that
it is acknowledged that
it has been proven that
hence proved
it is evidence that
it is not surprising that
following holds
have been proven
it is well accepted that
it is undeniable that
it proved that
it is clear that
it is reported that
plethora of evidence
it is widely recognized
there is ample evidence
this is evidenced by
this is indeed the case
this is evident
undeniably
universally speaking
demonstrably
further proof that
conventional knowledge
it cannot be denied that
widely recognized
have proven effective
there do not exist
lend evidence
it is scientifically proven that
mounting evidence that
as it is well known
the following hold
unequivocally prove
It is well known
no evidence to the contrary
the equation holds
factually baseless
further prove
While much of academic writing is cautious and nuanced, there are moments that call for a strong, direct assertion. When your evidence is overwhelming and your results are unambiguous, you can and should state your conclusions with conviction. These phrases signal to the reader a high degree of certainty. Think of powerful statements like "The data clearly demonstrate that…" or "Our findings confirm the hypothesis that…" These are not to be used lightly; they must be backed by robust data and sound analysis. A strong claim without strong evidence is a fast way to lose credibility. Another important use for this language is to state foundational, widely accepted knowledge in your field. Phrases like "It is well established that…" or "There is a broad consensus in the literature that…" show that you are building your argument on the solid ground of existing scholarship. In a world where scientific communication is often misinterpreted, the responsible use of strong assertions is a key skill Common examples include "backed up with evidence" and "as is evident". It helps to clearly distinguish between what is definitively known, and what is still speculative, bringing clarity to the scientific record.
Limitations and caveats
Phrases that advise caution in interpretation or note constraints, lack of data, or methodological restrictions.
Example phrases(25)
a lack of validity
albeit minor
albeit inadvertently
albeit modest
it remains challenging
albeit brief
a non-exhaustive overview
at a nascent stage
due to lack of data
Computationally prohibitive
without respect to
interpret with caution
albeit faintly
albeit flawed
if clinically indicated
without taking into account
been omitted for brevity
as clinically warranted
as a first attempt
ignore the fact that
broad assumption
albeit unintentionally
findings should be interpreted with caution
context specific
unreplicable
No single study can be perfect or answer every question. Acknowledging the weaknesses and boundaries of your own research is not a sign of failure; it is a fundamental part of academic integrity and a hallmark of a confident researcher. The "Limitations" section of a paper is the dedicated space for this critical self-reflection. The phrases here are the standard tools for this task. You will use direct statements like "It is important to acknowledge several limitations of this study." You can then specify the issue, for example: "The findings may not be generalizable due to the small sample size." You can also directly advise your reader on how to interpret your findings with a phrase like "Therefore, these results should be interpreted with caution." By being upfront about your study's constraints—whether they relate to your methodology, your sample, or the scope of your analysis—you are providing a more honest and complete picture of your work Common examples include "a lack of validity" and "albeit minor". This transparency strengthens your paper by showing that you have a nuanced and critical understanding of your own research, and it helps to guide future studies that can address these limitations.
Logical flow and transition
Phrases that connect ideas, paragraphs, and sections, indicating contrast, consequence, or addition (e.g., conversely, thus).
Example phrases(67)
by way of example
as in the case of the
and given that
and in addition
conversely
As a case in point
building on this
exemplify
as a contrast
follows from
give three examples of
based on the findings
based on which
having considered that
in juxtaposition with
is supplemented by
just as with
in contrast
such is the case for
in combination with
taking into account the above
the first one being
and it follows that
among which
and in doing so
both of which
there are several factors
these include
the same holds true for
this despite the fact that
thus
in line with this result
this is exemplified by
within this context
to exemplify
at which point
there is a contrast between
thus if
for still others
not in conjunction with
taken together with
the first such
the same principle
As already mentioned
and so on until
there is a big difference between
it follows from this that
on the converse
the first and the latter
the first of which
the same notion
this can be exemplified by
for the case of
from which it follows
stands in tension with
the first and the second
in practice however
to illustrate this point
and only then
and that of meaning
supporting reasons
the first approach
is one such
the answer is twofold
where indicated
the latter of which
viewed in this light
A strong academic paper is not just a collection of facts; it is a carefully constructed argument where each point flows logically from the last. The small words and phrases in this category are the essential connectors that hold this argument together. These are transition or linking words, and their job is to show the relationship between different ideas. A word like "However" or "Conversely" signals a shift or a contrast. "Therefore," "Thus," or "Consequently" indicates that you are drawing a conclusion or stating a result. "Furthermore," "Moreover," or "In addition" tells the reader you are about to add a reinforcing point. These are not mere stylistic flourishes; they are the signposts that guide your reader through your intellectual journey. Without them, a paper can feel disjointed and difficult to follow, like a series of disconnected statements. Correctly using these transitions makes your writing more coherent, more persuasive, and ultimately more professional Common examples include "by way of example" and "as in the case of the". They are the invisible architecture that gives your writing its logical strength and flow.
Methodology and design
Language describing the research procedures, experiments, techniques, tests, and overall study approach.
Example phrases(57)
comparing a with b
conduct a test
an in-depth analysis
as a case study
application of something
calculated against
at atmosphere
conduct a study
conduct research
carry out research
have been validated
have been tested
do an experiment
analyze in detail
assess as
during the course of the study
is achieved through
conduct testing
is mapped to
is being conducted
normalized to
the application of
make an analysis
a series of tests
the test was done
under this approach
while still maintaining
it is easily replicable
was conducted
where needed
make a comparison between
depict with
was augmented by
the research was done
ascribe a value to
prospectively
be conducted on
method in which
this study employed
The study was conducted
is corrected for
was conducted by
carry out experiment
experiments were conducted
calibrated out
conduct a survey with
scientifically sound
the study will be conducted
was carried out by
analytical order
uptitrate
the methodology employed
this study was conducted in
how they were derived
tared flask
employ a technique
perform analysis
The methodology section is the structural core of any research paper; it is where you provide a clear, step-by-step account of how you conducted your investigation. The phrases in this category are the tools for building that account with precision and transparency. Expressions like "The experiment was conducted using…" or "A qualitative approach was adopted…" are the standard, objective language used to describe your research design. The ultimate goal of this section is to ensure reproducibility—a cornerstone of the scientific method. A well-written methods section should, in theory, allow another researcher to replicate your study exactly. This is not the place for narrative flair or ambiguity; it is for a factual, almost clinical, description of the process. Short, declarative statements such as "The test was administered under controlled conditions…" or "We used the following criteria for selection…" break down a complex process into a logical sequence of actions. In the current scientific climate, with ongoing discussions about the "reproducibility crisis," the clarity and detail of the methodology section have never been more important Common examples include "comparing a with b" and "conduct a test". It is the primary source of your paper’s credibility, demonstrating that your findings are the result of a systematic and reliable process, not chance or error.
Quantitative comparison and difference
Phrases for comparing numerical data, indicating relative size, proportion, or a lack of difference.
Example phrases(42)
in marked contrast
a parallel increase
more than twofold
significantly exceed
compared to that of
similar to that of
as compared to
significantly smaller than
the degree to which
the same conclusion
significantly large
the same is true of
to draw comparison with
marginally
contrast with each other
as a point of comparison
the same is true for
there is a discrepancy between
for comparison
superior to that of
there is no significant difference
as that of
this contrasts with
increase by a factor of
the same pattern
higher than that of
draw similarities between
increasing number of
half of which
this result is consistent with
is more pronounced
about a threefold decrease
a corresponding quantity
a one to one comparison
there were no significant differences
comparative insights
out of a total of
to draw contrast
yield a better result
have the same results as
of which there are
significantly positively correlated
Raw data is just a collection of figures; it is the comparison between them that creates meaning. This category covers the essential vocabulary for describing the relationships between your quantitative results. These phrases are the tools you use to translate statistical outputs into understandable scientific statements. You"ll use direct comparative fragments like "was significantly higher than" or "was approximately twice as large as" to highlight a clear difference. When the statistics show no effect, a formal phrase like "there was no significant difference between the groups" is the standard way to report it. This language allows you to summarize complex data concisely. For instance, stating that you found "a strong positive correlation between X and Y" is a powerful summary of a relationship that might be based on thousands of data points. You can also describe proportions with phrases like "accounted for over 50% of the total" or "was a minority of the sample.' For anyone working with statistics, from social sciences to particle physics, mastering these comparative phrases is essential Common examples include "in marked contrast" and "a parallel increase". They are the crucial link between the numerical output of your analysis and a meaningful, communicable scientific finding.
Referencing figures and tables
Phrases that direct the reader to internal visual aids within the text (e.g., as shown in table 1).
In many scientific and academic fields, complex data is best presented not in prose, but in tables, graphs, and figures. However, these visuals cannot stand alone; the main text must clearly and explicitly direct the reader to them. The phrases in this category are the simple, functional tools for creating that link. The most common format is a short, direct fragment like "as shown in Figure 1" or "(see Table 2)." These references are often placed in parentheses at the end of a sentence that summarizes the key finding shown in the visual. For instance, you might write, "The experimental group showed a significant improvement over the control group (Figure 3)." You can also introduce the visual more directly with a phrase like "Table 1 provides a summary of the demographic data." The key is to seamlessly integrate your text and your visuals, so they work together to tell a single, coherent story Common examples include "according to table" and "the table shows that". These functional phrases are an essential part of the mechanics of any data-driven paper, ensuring the reader knows exactly where to look for the supporting evidence for your claims.
Reflective/personal academic voice
Language used by the author to describe their own academic journey, degrees, or personal pursuit of knowledge.
Example phrases(115)
My research interests lie primarily
Vocabulary repertoire
I gained insight
I have analysed
I gained knowledge
academic endeavors
academic prowess
academic promise
academic pursuit
academically inclined
breadth of knowledge
based on my research
breadth of perspective
currently study
consolidate my knowledge
broaden my knowledge
deepen their understanding
disciplinary background
demonstrate an understanding
academic inclination
academic focused
dwell deeper
academic aspect
enhance my understanding
academic standpoint
extend knowledge
enrich my knowledge
enriching my knowledge
for research purposes only
broaden the understanding
gain an understanding
gave a talk
go over the material
go through the notes
imparting knowledge and skills
lexical range
isolated sentence
looking forward to the publication
my academic path
pursued degree
major in
reinforce knowledge
pursue higher studies
gain a deeper insight
my academic journey
to build upon
throughout this semester
throughout my studies
throughout my education
under the teaching of
further my studies
solidify knowledge
widen my knowledge
a master student
apply knowledge to
advance the field
gain valuable insights
academic session
during my study
a fourth year student
academically minded
go through the course
hand in assignments
focus my studies
grasp of knowledge
I lectured on
broader readership
demonstrated understanding
academically oriented
research interests lie
their respective fields
for school purposes
further my understanding
fosters knowledge
to lend insight
pursuit for knowledge
gain mastery
due to graduate
I obtained my phd degree
holds a phd
gained a lot of insights
respective discipline
myriad of experiences
Acquire knowledge on
I am currently pursuing my fourth year of PhD degree
i hold a degree
under the supervision of professor
throughout my academic career
academic distinctions
clinical acumen
for academic purposes only
final year of studies
in my third year of study
academically challenging
educational endeavour
throughout my academic years
undertaking a degree
academic detachment
consideration of publication
deepen your knowledge
during my masters
main course of study
current year of study
i conduct a research
logical gaps
assignment submission
in my major
i recently graduated in
in partial fulfillment of
At the end of the course,
i received a bachelor's degree
i'm doing research
i'm enrolled in a master's program in
academic endeavour
to enhance the understanding
While the vast majority of scientific writing is strictly impersonal and objective, there are specific contexts where a personal voice is not only appropriate but necessary. This category covers the phrases used in those situations, such as personal statements for graduate school applications, the preface to a book or dissertation, or in certain humanities disciplines that value reflective inquiry. You might use a fragment like "During my doctoral research, I became interested in…" to provide the origin story for a project. When applying for a fellowship or a new position, a clear statement such as "My academic background is in engineering, with a specialization in…" is used to establish your credentials. Phrases like "I received my M.A. degree from…" are factual statements of your qualifications. While you would almost never see "I think" in the Results section of a chemistry paper, you might use "I argue that…" in a philosophy essay Common examples include "My research interests lie primarily" and "Vocabulary repertoire". Knowing when and how to use this personal academic voice is a sign of understanding the different conventions across the wide world of scholarly communication.
Reporting observations/results
Phrases used to state clearly and objectively what was found or observed in the study.
Example phrases(69)
based on the observation
It can be seen that
a majority of students
an increasing trend
corroborate
have been observed
as evident in
It is revealed that
it does not demonstrate
it has been shown
has remained relatively constant
has been observed
it has shown
it is found that
it is apparent that
it is showed that the
it can be shown that
I observed that
it was found that
observed to be
it was observed
the results revealed that
the result holds
the study found that
the study showed that
these results are consistent with
it has emerged
there is a large variation
this is demonstrated by
was discovered to be
it is observed that
were identified
make a discovery
make an observation
it was indicated
the findings are as follows
results
this is confirmed by
my observations are as follows
as can be observed
it is found that the
directly correlated
The results showed that
a new discovery
it is seen that
we continue to observe
the findings revealed that
the findings of this study
the study revealed
was detected
there were no findings
these results are
which indicates or which indicate
No significant issues were observed
the results achieved
this is evident in
a substantial result
this is observed
where present
the main findings
it can be clearly seen
were observed for
below are the findings
this is evident by the fact
the main findings are
of any findings
on further observation
was within tolerance
all the students are
The Results section is the heart of your paper, where you present your findings to the world. The defining characteristic of this section is its objectivity. This is not the place for your opinions, interpretations, or speculations; it is purely for a factual report of what you observed. The phrases in this category are designed for exactly this kind of neutral presentation. Standard sentence starters like "The results indicate that…" or "We found a significant correlation between…" are the conventional ways to introduce your data. The language is direct and unadorned. You might use observational statements such as "A marked decrease was observed in the experimental group" or "No statistical difference was found between the two conditions." The job of these phrases is to present the "what" of your study in a clear and unbiased manner Common examples include "based on the observation" and "It can be seen that". They often act as a bridge, guiding the reader from the text to a specific table or figure where the raw numbers can be examined, for example: "The demographic data are summarized in Table 1." This section provides the factual foundation upon which you will build your argument in the discussion, so its clarity and neutrality are paramount.
Reviewing prior literature
Phrases used to introduce, summarize, or discuss existing scholarly work, research, and literature.
Example phrases(95)
according to a report published by
a large body of research
a body of research
an article titled
according to a recent study by
a line of study
article written by
It has been argued that
a growing body of research
according to studies
a body of evidence
according to the study
as has been noted
as has been demonstrated
a substantial body of evidence
as introduced by
align with the findings
a research conducted
as stated in the article
as the author says
consistent with literature
According to recent studies
contextual evidence
growing body of evidence
consistent with previous studies
has been or is published
has long been considered
has been shown to be
a piece of scholarship
it argues that
it has been published
it is remarked that
is forthcoming from
long argued
it is argued that
not yet published
prior knowledge
research has shown
she exemplifies
prior research
state of knowledge
prevailing notion
the author argues that
it has been remarked
the article entitled
under-researched
these findings are consistent with
corpus of knowledge
her research focuses on
studies show that
these results are in line with
each of the papers
has not yet been studied
in his article
many studies have been conducted
recent years have seen
the research shows that
the author says
he publishes
who stated that
large body of knowledge
less studied
much literature
prevailing narrative
stock of knowledge
a wealth of studies
existing scholarship
in the extant literature
the author states
can be traced back to the
the knowledge on
the extent of knowledge
current state of the field
little studied
the argument goes
authorial choice
it takes its roots
Based on my reading
earlier work
formative text
the article shows
strands of literature
there is a plethora of research
astute scholar
it is is often argued
many attempts have been made
there has been ongoing debate
scant research
proponents and opponents
to the neglect of the
has been well studied
there is an ongoing debate
a range of studies has
paper on something
More recently,
No research is conducted in a vacuum. The literature review is the section of your paper where you demonstrate your awareness of the existing body of knowledge and position your own work within it. This category covers the essential phrases for discussing the work of others. You will use fragments like "Johnson (2022) argued that…" or "Several studies have investigated…" to introduce and summarize previous research. This is not just a descriptive list; you are building an argument. You use these phrases to synthesize information, identify common themes, and point out areas of disagreement in the field, using expressions like "There is some debate as to whether…" Critically, the literature review is where you identify a gap in the current understanding that your own research is designed to fill. A sentence beginning with "However, little attention has been paid to…" or "While previous studies have focused on X, they have not addressed Y" is a classic way to justify your project Common examples include "according to a report published by" and "a large body of research". This is the foundation of scholarship: showing that you have read and understood the work of others before you presume to add your own contribution.
Synthesis and conclusion
Phrases used to summarize overall arguments, draw final logical conclusions, or state the ultimate outcome.
Example phrases(15)
The conclusion of your paper is your last chance to leave a lasting impression on your reader. This section needs to be clear, concise, and impactful. The phrases in this category are the signposts that tell your reader you are bringing your argument to a close. The final paragraph or section often begins with a classic transitional phrase like "In conclusion," "To summarize," or "In summary," These signal that you are about to synthesize your main points. You will then restate your core message in a new and powerful way, using a fragment like "The main finding of this study is that…" or "Taken together, these results demonstrate that…" The goal is not simply to repeat what you have already said, but to synthesize the different parts of your argument into a single, coherent take-home message. You might also briefly touch upon the broader implications of your work one last time Common examples include "Based on the research" and "I therefore conclude that". A strong conclusion provides a sense of closure, leaving the reader with a clear and confident understanding of what your research has contributed to the field.
Tentative claims and hedging
Language used to express caution, probability, uncertainty, or suggest possibilities (e.g., may be due to).
Example phrases(60)
findings suggest that
can be interpreted as
is believed to have
it can be argued
It is often said that
can be considered as
indicative data
it can be inferred
is not indicative of
cannot be ruled out
it could be argued that
indicative evidence
it is estimated that
it is not clear that
it is not obvious that
it is estimated
it is thought to
it is widely believed
it is widely considered that
likely due to
perhaps because
may be due to
likely to result in
it was believed
marginally accepted
To the best of our knowledge
the data suggest
this may be due to
if one were to
cannot be ascertained
this suggests that
it is assumed that
it does not imply
to our knowledge
if there is any significance
it is thought
this could be attributed to
it is often the case
to a moderate extent
cannot be inferred
it is also possible
it may be argued that
the likelihood of
it could be hypothesized that
it is generally assumed that
It is highly likely
it is a matter of debate
and perhaps also
this could be the reason
It is often argued that
to the authors knowledge
it is likely to assume
whether due to
why might this be the case
raise a speculation
tentative mark
if assumption holds
while some may argue that
To the best of researcher's knowledge, no study has been conducted on the indi
research suggests that
A hallmark of a mature researcher is the understanding that no single study provides the final answer. This is where "hedging" comes in. It is the practice of using cautious and tentative language to qualify your claims, and it is one of the most important skills in academic writing. These phrases acknowledge the inherent uncertainty in research. You will find fragments like "This may suggest that…" or "It seems likely that…" throughout the Discussion sections of high-quality papers. Instead of making a definitive statement, you are proposing a plausible interpretation. Common hedging words like "could," "might," "appears to," and "suggests" are the tools of this trade. A phrase like "tends to be associated with" is far more nuanced and defensible than the simple word "causes." In a media landscape that often demands simple, definitive headlines, hedging is an act of scientific responsibility. It ensures that your claims are accurately calibrated to the strength of your evidence Common examples include "findings suggest that" and "can be interpreted as". Far from being a sign of weakness, mastering the art of hedging is a sign of a careful, credible, and sophisticated scientific thinker.
Last updated: November 2025
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