Critical analysis examples of theories
The following sentences are examples of the phrases used to explain strengths and weaknesses.
Smith’s (2005) theory appears up to date, practical and applicable across many divergent settings.
Brown’s (2010) theory, although parsimonious and logical, lacks a sufficient body of evidence to support its propositions and predictions
Little scientific evidence has been presented to support the premises of this theory.
One of the limitations with this theory is that it does not explain why…
A significant strength of this model is that it takes into account …
The propositions of this model appear unambiguous and logical.
A key problem with this framework is the conceptual inconsistency between ….
The table below summarizes the criteria for judging the strengths and weaknesses of a concept:
Evaluating Concepts
Key variables or constructs identified | key variables or constructs omitted or missed |
Clear, well-defined, specific, precise | ambiguous, vague, ill-defined, overly general, imprecise, not sufficiently distinctive overinclusive, too broad, or narrowly defined |
Meaningful, useful | conceptually flawed |
Logical | contradictory |
Relevant | questionable relevance |
Up-to-date | out of date |
Critical analysis examples of concepts
Many researchers have used the concept of control in different ways.
There is little consensus about what constitutes automaticity.
Putting forth a very general definition of motivation means that it is possible that any behaviour could be included.
The concept of global education lacks clarity, is imprecisely defined and is overly complex.
Some have questioned the usefulness of resilience as a concept because it has been used so often and in so many contexts.
Research suggests that the concept of preoperative fasting is an outdated clinical approach.
The table below summarizes the criteria for judging the strengths and weaknesses of an argument, viewpoint or idea:
Evaluating Arguments, Views or Ideas
Reasons and evidence provided support the argument | the reasons or evidence do not support the argument - overgeneralization |
Substantiated (supported) by factual evidence | insufficient substantiation (support) |
Evidence is relevant and believable | Based on peripheral or irrelevant evidence |
Unbiased: sufficient or important evidence or ideas included and considered. | biased: overlooks, omits, disregards, or is selective with important or relevant evidence or ideas. |
Evidence from reputable or authoritative sources | evidence relies on non reputable or unrecognized sources |
Balanced: considers opposing views | unbalanced: does not consider opposing views |
Clear, not confused, unambiguous | confused, ambiguous |
Logical, consistent | the reasons do not follow logically from and support the arguments; arguments or ideas are inconsistent |
Convincing | unconvincing |
Critical analysis examples of arguments, viewpoints or ideas
The validity of this argument is questionable as there is insufficient evidence to support it.
Many writers have challenged Jones’ claim on the grounds that …….
This argument fails to draw on the evidence of others in the field.
This explanation is incomplete because it does not explain why…
The key problem with this explanation is that ……
The existing accounts fail to resolve the contradiction between …
However, there is an inconsistency with this argument. The inconsistency lies in…
Although this argument has been proposed by some, it lacks justification.
However, the body of evidence showing that… contradicts this argument.
The table below provides the criteria for judging the strengths and weaknesses of methodology.
An evaluation of a methodology usually involves a critical analysis of its main sections:
design; sampling (participants); measurement tools and materials; procedure
Evaluating a Methodology
Research design tests the hypotheses or research questions | research design is inappropriate for the hypotheses or research questions |
Valid and reliable method | dubious, questionable validity |
The method addresses potential sources of bias or measurement error. confounding variables were identified | insufficiently rigorous measurement error produces questionable or unreliable confounding variables not identified or addressed |
The method (sample, measurement tools, procedure) allows results to be generalized or transferred. Sampling was representative to enable generalization | generalizability of the results is limited due to an unrepresentative sample: small sample size or limited sample range |
Sampling of cohort was representative to enable generalization sampling of phenomena under investigation sufficiently wide and representative sampling response rate was sufficiently high | limited generalizability of results due to unrepresentative sample: small sample size or limited sample range of cohort or phenomena under investigation sampling response rate was too low |
Measurement tool(s) / instrument(s), appropriate, reliable and valid measurements were accurate | inappropriate measurement tools; incomplete or ambiguous scale items inaccurate measurement reliability statistics from previous research for measurement tool not reported measurement instrument items are ambiguous, unclear, contradictory |
Procedure reliable and valid | Measurement error from administration of the measurement tool(s) |
Method was clearly explained and sufficiently detailed to allow replication | Explanation of the methodology (or parts of it, for example the Procedure) is unclear, confused, imprecise, ambiguous, inconsistent or contradictory |
Critical analysis examples of a methodology
The unrepresentativeness of the sample makes these results misleading.
The presence of unmeasured variables in this study limits the interpretation of the results.
Other, unmeasured confounding variables may be influencing this association.
The interpretation of the data requires caution because the effect of confounding variables was not taken into account.
The insufficient control of several response biases in this study means the results are likely to be unreliable.
Although this correlational study shows association between the variables, it does not establish a causal relationship.
Taken together, the methodological shortcomings of this study suggest the need for serious caution in the meaningful interpretation of the study’s results.
The table below provides the criteria for judging the strengths and weaknesses of research results and conclusions:
Evaluating the Results and Conclusions
Chose and used appropriate statistics | inappropriate choice or use of statistics |
Results interpreted correctly or accurately | incorrect interpretation of results the results have been over-interpreted For example: correlation measures have been incorrectly interpreted to suggest causation rather than association |
All results were explained, including inconsistent or misleading results | inconsistent or misleading results not explained |
Alternative explanations for results were considered | unbalanced explanations: alternative explanations for results not explored |
Significance of all results were considered | incomplete consideration of results |
Results considered according to consistency with other research or viewpoints Results are conclusive because they have been replicated by other studies | consistency of results with other research not considered results are suggestive rather than conclusive because they have not been replicated by other studies |
Results add significantly to existing understanding or knowledge | results do not significantly add to existing understanding knowledge |
Limitations of the research design or method are acknowledged | limitations of the research design or method not considered |
Results were clearly explained, sufficiently detailed, consistent | results were unclear, insufficiently detailed, inconsistent, confusing, ambiguous, contradictory |
Conclusions were consistent with and supported by the results | conclusions were not consistent with or not supported by the results |
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So, you want to write a critical analysis essay, but it feels a bit overwhelming, right? No worries! We're here to guide you through the process step by step. Whether you're a pro or a newbie, we've got practical tips and insights to help you nail your critical analysis essay. Let's make this academic adventure a bit less scary and a lot more exciting.
Have you ever wondered, "How to write a critical analysis essay?" We get it. It's not as easy as just summarizing stuff. But fear not! In this article, we're going to break down the whole process for you. Whether you're a seasoned thinker or just dipping your toes into critical analysis, we've got your back. Get ready for some straightforward advice to help you tackle that critical analysis essay like a champ. Let's do this together! For additional reading, please consult our guide on how to write an essay in general.
A critical analysis essay is a type of academic writing in which the writer evaluates and interprets a piece of literature, artwork, film, music, or any other work of art. The primary purpose of a critical analysis essay is to assess the effectiveness or merit of the work in question, providing insights into its strengths, weaknesses, and overall impact.
Writing critical analysis essay demands a thoughtful, informed, and evaluative approach to a work, with a focus on details, evidence, and interpretation. It's an exercise in understanding the layers and complexities within creation and expressing your informed perspective on its merits and shortcomings.
Depth of Research
Evidence-Based Insights
Judgment and Evaluation
Insights and Interpretation
Here's a basic outline for critical analysis essay. Remember, this is a general outline, and you may need to adjust it based on the specific requirements of your assignment or the nature of the work you are analyzing.
Introduction
Introduction to the Work
Thesis Statement
Introduction to Analysis
Element 1 Analysis
Element 2 Analysis
Additional Elements (if needed)
Introduction to Evaluation
Positive Aspects
Areas for Improvement
Summary of Analysis and Evaluation
Final Thoughts
Writing critical analysis essay involves a systematic and thoughtful approach. Remember, the critical analysis essay is an opportunity to showcase your ability to analyze and evaluate a work thoughtfully. It's essential to provide clear reasoning and support your arguments with evidence from the work itself.
To learn how to start a critical analysis essay, it is crucial to begin with a compelling introduction that captivates the reader's attention and sets the stage for the subsequent analysis. Start by providing contextual information about the work under scrutiny, including the author, artist, or creator, and briefly outlining the overall content. Engage your audience by posing a thought-provoking question, presenting a relevant quote, or offering a striking observation of the subject matter.
Clearly articulate the main purpose of your analysis and introduce your thesis statement, which succinctly encapsulates the central argument you will be exploring in the essay. By establishing a solid foundation in the introduction, you invite readers to delve into your critical examination with a clear understanding of your perspective and the significance of the work at hand. Here's a step-by-step guide to help you through the entire writing process:
Understand the Assignment
Choose a Literary Work
Read/View/Experience the Work
Research Background Information
Develop a Thesis Statement
Create an Outline
Write the Introduction
Write the Summary
Analyze Specific Elements
Evaluate the Work
Write the Conclusion
Revise and Edit
Seek Feedback (Optional)
Finalize Your Essay
Cite Sources (If Required)
If this information seems too challenging at the moment or your deadline is short, simply say, ‘ write my essay for me ,’ and our expert writers will take it from here.
Students can explore a myriad of thought-provoking topics for critical analysis essay for their across various disciplines. For example, you might dissect the portrayal of power dynamics in dystopian novels or scrutinize the evolution of a character's identity throughout a classic work. Venturing into the cinematic landscape, students could critically analyze the symbolism and visual storytelling techniques in a renowned film or examine the cultural commentary embedded in a contemporary piece. For those inclined toward the visual arts, delving into the complexities of a particular artwork or artistic movement offers an opportunity to unravel hidden meanings. Moreover, students may consider such critical analysis essay ideas as the representation of gender roles, the impact of technology on human connections, or the exploration of mental health in literature. Consider the following topic examples:
Thoroughly understand the work.
Before diving into a critical analysis essay, ensure a comprehensive understanding of the work. Read a literary piece multiple times, watch a film attentively, or study an artwork closely. Take notes on key elements, themes, and characters to form a solid foundation for your analysis.
Instead of attempting to analyze the entire work, narrow down your focus to specific elements. This could include examining the use of symbolism, characterization, narrative structure, or visual techniques. By concentrating on specific aspects, you can provide a more in-depth and focused analysis.
A critical analysis is strengthened by providing evidence from the work itself. Quote specific lines from a text, reference particular scenes in a film, or describe elements in an artwork. This evidence supports your interpretation and demonstrates a deep engagement with the work.
Acknowledge the context in which the work was created. Consider the historical, cultural, and social background that might influence its meaning. Understanding the context allows you to offer a more nuanced analysis, recognizing the creator's intent and the work's relevance within a broader framework.
Critical analysis essay format follows general guidelines for academic writing. Always refer to your assignment guidelines and any specific instructions from your instructor, as formatting requirements can vary. Here's a typical structure in terms of formatting:
Body Paragraphs
Analysis and Evidence
References or Works Cited
Formatting Style
Page Numbers
Additional Instructions
Following a clear and consistent format ensures that your critical analysis essay is well-organized and easy to read.
We believe that a critical analysis essay sample can help students master the intricacies of a particular assignment. In this article, we’ve decided to give you two different examples that will definitely inspire you to move the needle when tackling this task.
The Symbolism of Light and Dark in Shakespeare's "Macbeth"
William Shakespeare's tragedy "Macbeth" explores the intricate interplay of light and dark imagery as symbols throughout the play. In this critical analysis, we will delve into how Shakespeare employs these symbols to convey complex themes and character motivations. The juxtaposition of light and dark in "Macbeth" serves as a powerful metaphor for the moral and psychological transformations undergone by the characters.
Shakespeare strategically employs light and dark imagery to signify moral clarity and corruption. In the opening scenes, the protagonist – Macbeth – associates darkness with deception and evil intentions. For instance, when contemplating regicide, Macbeth implores the stars to "hide [their] fires; Let not light see my black and deep desires" (1.4.50-51). The contrast between light and dark intensifies as the narrative progresses, underscoring the characters' moral dilemmas.
As Macbeth succumbs to his ambition, the imagery of darkness deepens. The murder of King Duncan occurs under the cover of night, symbolizing the moral obscurity of Macbeth's actions. The once honorable protagonist descends into darkness both metaphorically and literally, as evidenced by Lady Macbeth's plea to "come, thick night, / And pall thee in the dunnest smoke of hell" (1.5.49-50). The darkness that initially masked his ambitions becomes a pervasive element in Macbeth's psyche.
Interestingly, the play also presents a paradoxical relationship between light and darkness. While darkness represents evil, light is not always synonymous with goodness. The false sense of security in the daylight becomes apparent as Macbeth's heinous deeds unfold. Banquo's murder, planned in broad daylight, challenges the traditional association of light with virtue, revealing the deceptive nature of appearances.
In conclusion, Shakespeare's adept use of light and dark imagery in "Macbeth" contributes to the thematic richness of the play. The evolving symbolism underscores the moral complexities the characters face, particularly Macbeth, as they navigate the consequences of their choices. By examining the nuanced interplay of light and dark, we gain profound insights into the psychological and moral dimensions of Shakespeare's tragic narrative.
The Dystopian Mirror: A Critical Analysis of Societal Portrayal in George Orwell's "1984"
George Orwell's "1984" stands as a dystopian masterpiece, a haunting vision of a totalitarian society that raises profound questions about power, control, and individual agency. In this critical analysis, we will delve into how Orwell's portrayal of society in "1984" serves as a reflection of his concerns about government overreach and the erosion of personal freedoms.
Orwell's vision of an omnipresent surveillance state in "1984" serves as a chilling forecast of the erosion of privacy in contemporary society. The ubiquitous presence of telescreens and the Thought Police in the novel underscores the dangers of unchecked governmental power. Through the character of Winston Smith, Orwell illustrates the psychological impact of living under constant surveillance and the pervasive fear of dissent.
Orwell introduces the concept of Newspeak, a language designed to eliminate rebellious thoughts, further illustrating the manipulative power of the state. The controlled language in "1984" becomes a tool for thought control, limiting the ability of individuals to articulate dissenting ideas. This linguistic manipulation echoes Orwell's concerns about the potential distortion of truth and the stifling of independent thought in a society governed by authoritarian rule.
The portrayal of Big Brother in "1984" serves as a powerful commentary on the creation of a cult of personality to consolidate power. The Party's ability to shape and control public perception through the iconic figure of Big Brother reflects Orwell's apprehensions about manipulating truth and the dangers of blind loyalty to charismatic leaders. The relentless propaganda in the novel underscores the potential consequences of unchecked authority on societal values.
To sum up, George Orwell's "1984" remains a poignant critique of societal structures that compromise individual freedoms in the pursuit of unchecked power. Through the vivid portrayal of surveillance, linguistic manipulation, and the cult of personality, Orwell prompts readers to reflect on the fragility of democratic values. As we navigate the complexities of our own society, the warnings embedded in "1984" continue to resonate, urging us to remain vigilant against threats to individual autonomy and the integrity of truth.
Learning how to write critical analysis essays is crucial for students as it cultivates essential skills vital for academic and professional success. Firstly, it hones their analytical thinking abilities, enabling them to dissect complex ideas, texts, or artworks and discern underlying themes, motifs, and messages. This skill is invaluable in academia, where critical analysis forms the cornerstone of scholarly discourse and research.
Secondly, critical analysis writing fosters effective communication skills as students learn to articulate their thoughts coherently, provide evidence-based arguments, and engage with diverse perspectives. Such proficiency not only enhances their academic writing but also prepares them for future endeavors in fields such as research, journalism, or policymaking. Does that sound interesting, or maybe you would like to do something different today rather than critique literary works? In that case, pay for an essay and have a wonderful evening!
What is a critical analysis essay structure, what type of language should be used in a critical analysis essay, what are the benefits of writing a critical analysis essay.
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A Critical Analysis Essay is a form of academic writing that requires students to extract information and critically analyze a specific topic. The task may seem daunting, but with the right approach, it can become an exciting task.
Critical Analysis Essays help students improve their analytical skills and foster principles of logic. In this article, we are going to discuss how to write an essay and break it down for you. So sit back, relax, and enjoy the ride!
What is a critical analysis essay, why the subject of your critical analysis essay is important, 5 reading strategies for critical analysis essay, building the body of your analysis, 5 things to avoid when writing your critical analysis essay, write smarter critical analysis essay with jotbot — start writing for free today.
When you write a critical analysis essay, you move beyond recounting the subject's main points and delve into examining it with a discerning eye. The goal? To form your own insights about the subject, based on the evidence you gather.
This involves dissecting and contemplating the author's arguments , techniques, and themes while also developing your own critical response. While forming your own conclusions may sound intimidating, it's a key aspect of fine-tuning your critical thinking skills and organizing your thoughts into a cohesive, argumentative response.
This process consists of two key elements: understanding the core components of the subject and forming your own critical response, both supported by evidence. The first part involves grasping the subject's main arguments, techniques, and themes. The second part entails taking that knowledge and constructing your analytical and evaluative response.
In other words, roll up your sleeves and get deep into the subject matter. Start by identifying the author's main point, deconstructing their arguments, examining the structure and techniques they use, and exploring the underlying themes and messages. By engaging with the subject on this level, you'll have a thorough understanding of it and be better prepared to develop your own response.
Remember that evidence is your secret weapon for crafting a convincing analysis. This means going beyond summarizing the content and instead using specific examples from the subject to support your own arguments and interpretations. Evidence isn't just about facts, either; it can also be used to address the effectiveness of the subject, highlighting both its strengths and weaknesses.
Lastly, put your evaluation skills to work. Critically assess the subject's effectiveness, pinpointing its strengths and potential shortcomings. From there, you can offer your own interpretation, supported by evidence from the subject itself. This is where you put everything you've learned about the subject to the test, showcasing your analytical skills and proving your point.
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Let’s delve on the importance of understanding the Work you'll be analyzing:
When diving into a work, one must unravel the central point or message the author is conveying. All other analyses stem from this fundamental point. By identifying and comprehending the main argument, one can dissect the various elements that support it, revealing the author's stance or point of view.
Themes are the underlying concepts and messages explored in the subject matter. By venturing into the depths of themes, one can unravel the layers of meaning within the work. Understanding these underlying ideas not only enriches the analysis but also sheds light on the author's intentions and insights.
Understanding how the work is built - be it a chronological story, persuasive arguments, or the use of figurative language - provides insight into the author's craft. Structure and techniques can influence the way the work is perceived, and by dissecting them, one can appreciate the intricacies of the author's style and the impact it has on the audience.
In critical analysis, understanding the context can add an extra layer of depth to the analysis. Considering the historical, social, or cultural context in which the work was created can provide valuable insights into the author's influences, intentions, and the reception of the work. While not always necessary, contextual analysis can elucidate aspects of the work that might otherwise go unnoticed.
To conduct a comprehensive critical analysis , understanding the work you'll be analyzing is the foundation on which all other interpretations rely. By identifying the main argument, themes, structure, techniques, and context, a nuanced and insightful analysis can be crafted. This step sets the stage for a thorough examination of the work, bringing to light the nuances and complexities that make critical analysis a valuable tool in literary and artistic exploration.
Close reading is a focused approach to reading where you don't just skim the text. Instead, you pay close attention to every word, sentence, and detail. By doing this, you can uncover hidden meanings, themes, and literary devices that you might miss if you were reading too quickly. I recommend underlining or annotating key passages, literary devices, or recurring ideas. This helps you remember these important details later on when you're writing your critical analysis essay.
When reading a text for a critical analysis essay, it's important to take active notes that go beyond summarizing the plot or main points. Instead, try jotting down the author's arguments, interesting details, confusing sections, and potential evidence for your analysis. These notes will give you a solid foundation to build your essay upon and will help you keep track of all the important elements of the text.
In a critical analysis essay, it's crucial to recognize recurring ideas, themes, motifs, or symbols that might hold deeper meaning. By looking for patterns in the text, you can uncover hidden messages or themes that the author might be trying to convey. Ask yourself why these elements are used repeatedly and how they contribute to the overall message of the text. By identifying these patterns, you can craft a more nuanced analysis of the text.
Authorial intent is an essential concept to consider when writing a critical analysis essay. Think about the author's goals: are they trying to inform, persuade, entertain, or something else entirely? Understanding the author's purpose can help you interpret the text more accurately and can give you insight into the author's motivations for writing the text in the first place.
In a critical analysis essay, it's important to take a critical approach to the text. Question the author's ideas, analyze the effectiveness of their arguments, and consider different interpretations. By approaching the text with a critical eye, you can craft a more thorough and nuanced analysis that goes beyond a surface-level reading of the text.
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Let’s delve on the essentials of building the body of your analysis:
A powerful topic sentence in each paragraph of your critical analysis essay serves as a roadmap for your reader. It tells them the focus of the paragraph, introducing the main point you will explore and tying it back to your thesis. For instance, in an essay about the role of symbolism in "The Great Gatsby," a topic sentence might read, "Fitzgerald's use of the green light symbolizes Gatsby's unattainable dreams, highlighting the theme of the American Dream's illusion."
To bolster your arguments, you need to use evidence from the subject you are analyzing. For example, in "To Kill a Mockingbird," when explaining Atticus Finch's moral compass, using a quote like, "You never really understand a person until you consider things from his point of view - until you climb into his skin and walk around in it," can back up your analysis. It proves that the character values empathy and understanding.
When you quote or paraphrase text, ensure it directly relates to your analysis. For example, when discussing Sylvia Plath's use of imagery in "The Bell Jar," quote, "I saw my life branching out before me like the green fig tree in the story." This paints a vivid picture for readers and helps solidify your point about the protagonist's feelings of entrapment.
If you are analyzing a painting, you can use visual details like color, lines, or symbolism as evidence. For instance, if exploring Van Gogh's "Starry Night," you could delve into the calming effect of the swirls in the sky or the stark contrast between the bright stars and the dark village below. This visual evidence helps explain the painting's emotional impact on viewers.
When examining evidence, don't stop at merely presenting it. Analyze how it supports your thesis. For instance, when exploring the role of the conch in "Lord of the Flies," after showing how it represents order, explain how its loss signals the boys' descent into savagery. By unpacking the evidence's meaning, you help readers understand why it matters and how it connects to your overall argument.
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When crafting a critical analysis essay, it's crucial not to fall into the trap of merely summarizing the subject without offering your own critical analysis. A summary merely recaps the content, while an analysis breaks down and interprets the subject. If you overlook this vital distinction, your essay will lack the depth and insight that characterize a strong critical analysis. Ensure your critical analysis essay doesn't read like an extended book report.
A critical analysis essay lives and dies on the strength of its thesis statement, the central argument that guides your analysis. A weak or vague thesis statement will result in an unfocused essay devoid of direction, leaving readers unclear about your point of view. It's essential to craft a thesis statement that is specific, arguable, and concise, setting the tone for a thoughtful and illuminating analysis.
The use of evidence from the subject matter under analysis is instrumental in substantiating your critical claims. Without evidence to back up your assertions, your analysis will appear unsubstantiated and unconvincing. Be sure to provide detailed examples, quotes, or data from the text under scrutiny to support your analysis. Evidence adds credibility, depth, and weight to your critical analysis essay.
A successful critical analysis essay goes beyond simply presenting evidence to analyzing its significance and connecting it to your central argument. If your essay lacks clear analysis, readers won't understand the relevance of the evidence you present. Go beyond description to interpret the evidence, explaining its implications and how it supports your thesis. Without this analysis, your essay will lack depth and will not persuade your audience.
In a critical analysis essay, it's vital to acknowledge and engage with potential counterarguments. Ignoring opposing viewpoints undermines the credibility of your essay, presenting a one-sided argument that lacks nuance. Addressing counter arguments demonstrates that you understand the complexity of the issue and can anticipate and respond to objections.
By incorporating counterarguments, you strengthen your analysis and enhance the overall persuasiveness of your critical essay.
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Critical analysis: home.
Analysis is a word that is also often used when taking a critical approach to something. It could be that you look at some evidence and if you think it is good quality, you may choose to include that in your essay or writing to help support your argument. When you have analysed different sets of evidence you may synthesize all the ideas gathered from multiple sources bringing together the relevant information into a different argument or idea.
To evaluate something or someone, you think and consider it or them in order to make a judgment about it/them; this could be as simple as how good or bad they are. When you critically evaluate something or someone you consider how judgments vary from different perspectives and how some judgments are stronger than others. This often means creating an objective, reasoned argument for your overall case, based on the evaluation from different perspectives.
Taking a critical approach when you are studying involves constantly asking questions and keeping an open mind.
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Identify the research question.
Before you can start your research, you must first identify the research question. Your instructor will either assign a specific research question or a research topic.
If you are assigned a question or can select from a list of questions, it is easy to identify your question. You can start with focused research looking for sources that would help to answer the question. Don’t select a source by the title. It is critical that you read through possible sources to see if they will help with the question. For example, if your question asks whether pesticides in foods are harmful, don’t just select any source that has to do with pesticides. There are pesticide issues with the environment, for example, that have nothing to do with this question.
If you are assigned a topic, you will start with exploratory research. Exploratory research is where you explore various aspects of the topic and after learning about it, you can focus on a particular question of your choice. This is called narrowing the topic. Then, your research becomes focused research on that question.
Either way, before doing research for a research paper, you must identify a research question. The research question is critical since all of the content of the research essay follows from the question.
A primary source is where the author is presenting his or her own information either based on professional knowledge or research. This is the best type of source to use when conducting research.
A secondary source is where the author is reporting information presented from other people. This means that there could be a misunderstanding or misinterpretation of the information, and it is not considered as reliable as primary sources.
Traditional sources are tangible sources as existed before the Internet: books, newspapers, magazines, film, interviews, works of art, and so on. Then with the Internet, a new source of information has become available in the website. In addition, many traditional sources have been collected and made available online. Electronic Library Resources (available to PHSC students through a link in Canvas) provides many originally hard-print sources electronically.
General considerations.
First, it's important to make sure you understand your assignment as to how many sources are required and any restrictions on where they may be from. There might be a requirement to use at least one type of specific source such as a book, article from a journal, magazine, newspaper, or page from a website.
Don't simply select a source by the title. You must review to be sure the content will help answer the question. For example, if your research question or topic is about how the moon affects earth's tides, the source must have information on that specific area. Some articles on the moon might talk about space exploration or its geography or its climate, none of which will help with a paper about tides.
Once you have screened for appropriateness, the content should be reviewed for reading level. If the paper is too technical, it may not be understandable enough to work with. You should be able to understand it and make notes on the main points.
Then, a closer look is needed.
The term critical doesn't always mean finding the problems or being judgmental. A movie critic, for example, reviews a movie for strengths and weaknesses. We have to be critics ourselves when we review our own writing and when we review information for our papers. We shouldn't just believe everything we see, hear, or read. We have to be particularly careful when that information comes from a purportedly legitimate source. We generally think that documentaries have true and accurate information, but sometimes they don't present all viewpoints or are biased towards one.
Here are a number of considerations:
Is the source believable? Is the source created by a person or organization that knows about the subject matter? Determining the credibility of online sources can be a challenge since it is not always clear who created or published what we are looking at. If a person is named as the author, is that person truly a professional in the field?
Ask yourself "does the source include the truth?" Is the information based on the evidence provided?
Is the content a personal evaluation of the author and not necessarily based on specific, accurate, or credible evidence?
Is there support such as examples, statistics, descriptions, comparisons, and illustrations? Evidence is also called proof, support, or supporting evidence.
Is there a preference for one side over the other? Is there slanted language, which is language shows a bias or preference for one position, over another?
What is the tone? Words can be used to create a feeling such as a happy, sarcastic or angry tone. Tone can be used to persuade.
The generalization that a person or situation in a certain category has certain attributes, such as because a person is old, he or she is a bad driver. Stereotyping is faulty logic.
Ideas that we already have; in doing research, it is very important to look for sources that present all perspectives on a question, not just those that prove what we think we know.
Evidence should be evaluated for logic; does the evidence have any logical fallacies?
Is the argument valid? A valid argument is based on logical analysis of information, but if the information is not accurate, the conclusion is not necessarily true.
An argument based on a syllogism that has accurate major and minor premises. An argument can be sound, but it is not necessarily true since the information on which it is based may not be accurate.
A form of logic that uses claim, grounds, and warrant for analyzing the logic of an argument.
Faculty logic; includes sweeping generalization, argument to the person (ad hominem), non sequitur, either/or fallacy, begging the question, and bandwagon argument.
Use of language to sway the reader by appealing to emotions, logic, or ethics.
A critical analysis essay is an academic paper that requires a thorough examination of theoretical concepts and ideas. It includes a comparison of facts, differentiation between evidence and argument, and identification of biases.
Crafting a good paper can be a daunting experience, but it will be much easier if you have the right approach. In this guide by our custom writing team, you will find:
Criticism is the process of appraising things such as works of art and literature. It comes from the word meaning “able to make judgments”. A critical analysis essay is often referred to as a critical thinking essay, critical response paper, critical evaluation essay, and summary and response essay.
When we hear the word “criticism,” we often associate it with negative judgments. However, to criticize doesn’t necessarily mean to find faults. Even though criticism involves active disagreement, it strives to understand the meaning further and evaluate its efficiency. We call it constructive criticism .
In other words, critical analysis is an evaluation of a piece of work that promotes its better understanding . Have a look at this comparison and see what critical analysis is and what it isn’t:
Critical analysis is: | Critical analysis is not: |
---|---|
Aside from art and literature, critical analysis is often used in theoretical research, nursing, and social work. In any of these areas, you have an opportunity to exercise your critical faculties.
Analysis is a step you take before writing any paper. It’s aimed at evaluating and interpreting the sources. To do it, you break them down and study them in detail. You can learn more from this article on critical analysis by Southeastern Louisiana University .
In the following table, we’ve compiled several forms of analysis in writing and illustrated each type with a topic example:
Type of Analysis | Explanation | Topic example |
---|---|---|
Rhetorical Analysis | The purpose of this analysis type is to discover how a text persuades its readers. It can help you develop an ability to detect manipulations. | Techniques that Sir Ken Robinson to emotionally appeal to the viewer in his TED talk |
Process Analysis | This form of analysis divides a business, social, or political process into several steps. There are two distinct types of process analysis: | How to purify water using carbon filtering. |
Causal Analysis | This type of analysis focuses on the events that already happened and may try to predict what will happen in the future. Counter-arguments are a crucial part of the causal analysis. | Causes and effects of internet addiction among younger generations. |
Critical analysis | This type of analysis aims to evaluate a work and to promote its better understanding. | The role of Zen Buddhism in JD Salinger’s . |
Students often confuse analysis with summary and get a lower grade as a result. Here is how two notions differ. A summary is a brief restatement of the text’s main points that involves paraphrasing. An analysis is a detailed examination of the evidence that uncovers something new.
Check out this comparison to understand the difference better:
Summary | Analysis |
---|---|
Now, we will show you the steps to writing a critical analysis with examples to guide you through this process. Keep in mind that the purpose of your critical analysis paper is to help readers understand a subject to a full extent.
Critical analysis consists of two stages: critical reading and critical writing. Read on to learn more about them.
Critical reading a technique that involves discovering and evaluating the text’s meaning and incorporating it into what you already know. It’s the first stage of critical analysis.
According to Cleveland State University, critical reading occurs after you’ve skimmed the research material and decided where to focus your efforts. While you are reading, use the following techniques to stay on track:
When it comes to recognizing manipulations, authors use three persuasive appeals to convince their readers of something: ethos , pathos , and logos .
Ethos, or the appeal to ethics, refers to the author’s effort to convince you of their credibility through appropriate language. It refers to the author’s reputation and the reader’s trust. | |
Pathos, or the appeal to feelings, refers to the effort to persuade a reader by making them feel a particular emotion. It is achieved through language, tone of voice, use of anecdotes, and metaphors. | |
Logos, or the appeal to rationality, is persuasion through logic and reason. Storytelling, historical facts, recorded evidence, and exceptional arguments are the authors’ tools to convince you. |
Now, let’s apply the critical reading techniques to an actual text:
The death estimates during the US invasions of Tokyo were exaggerated by a factor of ten to twenty. The wartime casualty estimates were based on inaccurate assumptions. The data was not updated to exclude the civilians’ deaths and justify the strategic decision to drop off an atomic bomb.
When you are able to recognize these persuasive modes in your reading, you can master them in writing.
Critical writing is a process of commenting on another piece of work using several writing strategies. It is the second stage of critical analysis.
Want to know how to write critically? Have a look at the following tips:
When it comes to the critical writing, certain strategies can be beneficial. Yet, others are better to avoid. We’ve compiled the most important dos and don’ts in the table below:
✔️ Dos | ❌ Don’ts |
---|---|
. The more thorough you are with your primary and additional sources, the stronger your argument will be. . Credible sources and strong arguments will help you to prove your point. . The way you communicate your point and structure your paper will determine how confident your writing sounds. . Present the reader not only with facts and quotes but also with in-depth research and thorough analysis. | . The only essay part where you can take advantage of descriptive writing is the summary. . Question your sources and always back up your arguments. . Instead of drawing attention to yourself, focus on the strengths or weaknesses of the piece you are analyzing. . Always use proper citation style and have works cited page at the end of your paper. . Instead, re-read it out loud. Look for mistakes and missing information. |
Want to learn more? Check out our article on critical writing .
Now that you’ve learned about critical analysis, there is a big question to answer: how do you choose the topic for your essay? It might require using a specific strategy to make the right choice.
Many students find it helpful to have a list of critical thinking questions to answer while brainstorming. We’ve prepared them for you:
Answering these questions will help you with deciding on critical thinking essay topics. If you want some additional inspiration, feel free to use our topic generator .
After carefully analyzing all of your sources, you can start writing your first draft using our critical analysis template. Use this outline to structure your essay and to ensure your arguments are related to your thesis.
To create an outstanding opening paragraph, you may want to start it with a hook. It can be a quote from your source or a rhetorical question. Be sure to make it catchy so that it will grab your reader’s attention.
After you’re done with the hook, write the following:
Here are two introduction examples for your inspiration:
What happens when there is a considerable wage gap between the upper and middle classes? The unsurprising reality forces poor people to use credit cards to pay off their debt. Credit card industries collect interest from those who can’t pay off their debt right away.
A romantic novel Pride and Prejudice by Jane Austen is about overcoming social stereotypes in the name of love. Its main character, Elizabeth Bennet, has to fight against her discrimination against wealthy men like Mr. Darcy to find love and be happy.
A thesis statement is what you are aiming to prove. Ideally, it should be the first thing you write because every other part of your critical analysis paper will be connected to it.
To create a strong thesis statement, you want to start with a broader idea of what you would like to critique. Then, you narrow it down. Choose a debatable thesis so you can back it up with evidence from your sources and anchor your entire paper around it.
The examples below will help you write your essay’s thesis:
People in positions of power are less likely to recognize the social injustice than marginalized groups of the civilian population.
In a 1989 American superhero film Batman, Tim Burton subverts the concept of heroism by refraining Batman from murder and making him morally ambiguous.
The body paragraphs of a critical essay consist of your source’s summary and a response with arguments.
A summary should present specific facts from your source to help your reader understand your arguments better. You can use these sentence starters to structure a summary:
The main plot of Elizabeth Bennet’s plan to save her family from poverty intersects with stereotypes that romantic love and marriage don’t go together. She does not accept a marriage proposal from Mr. Darcy because she does not want to be walking proof that women marry for money. The rejected proposal leads Darcy to open up and change Elizabeth’s perception of him.
A response should present your main arguments that support your thesis statement. Each argument is a sub-thesis that connects to your central thesis. It’s crucial to discuss each point in detail and prove it with strong evidence.
Your arguments should be:
At first, Elizabeth Bennet sees Mr. Darcy only as a powerful man with wealth and high social status. For her, he represents a marriage of convenience that she is so desperately trying to fight against. After Mr. Darcy attempts to separate Jane and Bingley, Elizabeth gets proof for her ideas about powerful men who do everything in their power to destroy a loving relationship for a better financial suit.
The final stage of essay writing is to ensure you have proven your arguments. The goal of your conclusion is to remind the reader of your thesis and the essay’s main points. You may also want to leave them with some final statements for consideration.
Keep in mind that the concluding paragraph is not a place to introduce new evidence. Instead, you can do the following:
Elizabeth Bennet struggles with the societal association of marriage with financial stability. Eventually, she marries a rich man, Mr. Darcy, but she marries him for love rather than his money and social status. Her pride and prejudice towards him were destroyed by his acts of kindness and true love. Their relationship had a rough start, but both of them could get their happy ending by breaking out of old beliefs and habits.
Choosing the correct type of analysis will help you stay on track with your research objectives. It will give you the anchor to develop your essay around in a systematic manner.
Critical analysis can be categorized into 4 main types:
Literary analysis is an argument that expresses one’s critical evaluation of a poem, novel, short story, or play. A critique of literature has the same characteristics as other types of critical essays. The difference is the kind of information you can include in this type of essay.
Here’s how to analyze literature:
You will find more interesting info in our article on literary analysis essays .
Critical analysis of an article aims to analyze the writing strategies and techniques an author uses to develop their argument. The process is a little different than persuading the reader to accept a particular point of view. Here is a sample outline:
Film analysis goes beyond the plot structure and includes composition elements such as camera work, lighting, costume choices, etc. After watching the film at least twice, you can select what type of film analysis you will be performing. Check out the types and see what they’re about:
Once you’ve chosen a topic, use this outline to guide you through the writing process:
You can learn more from our article on film analysis .
Critical analysis essay refers to your comment upon one specific cultural aspect that works or doesn’t work in a society. After you’ve chosen a topic for your cultural analysis paper, you can start drafting your outline. Here is how the structure of this kind of paper differs from others:
The following writing tips will help you understand how to apply your critical thinking skills in practice and write an excellent critical essay on your own.
Looking for some tips on how to format your paper? This section reflects the latest guidelines for citing your sources with the latest APA 7th and MLA 9th publication manuals.
APA format | MLA format | |
---|---|---|
Not required. | ||
Sources in alphabetical order. | Sources in alphabetical order. |
Before you dive into writing your critical analysis paper, get inspired with some compelling essay examples. The first is a film analysis example. You can download the PDF file below:
The Birds by Alfred Hitchcock is a thriller that derives its suspense from the violence which stands on the borderline with divine retribution. The birds of the film are the symbol of the said violence and primary actors that contribute to the semiotic revelations of the film.
The following critical analysis essay is concerned with a literary work. You can download it below:
Feminism has been influential in various aspects of society for many decades. With the beginning of women’s emancipation, humanity has progressed not only in political and social life but also in science, culture, and literary studies. A feminist standpoint in literature research points to the limited portrayal of the characters in literary works, which showed the world mainly from a patriarchal perspective.
Here’s the list of critical analysis essay examples. You can check them out to get a better understanding of critical analysis and to gain some inspiration.
Critical thinking is the process of conceptualizing, applying, analyzing, synthesizing, and evaluating information. It is about careful reasoning directed to a goal. The main components of this process include observing, wondering, imagining, experimenting, judging, and deciding.
This type of thinking is instrumental in conducting a critical analysis. To succeed at it, you need to be attentive, confident, and open-minded. Below are some questions that you can ask yourself while thinking critically:
Critical thinking is a skill that develops with time and effort. However, you may encounter barriers that can prevent you from making accurate judgments. The following tips will help you overcome them:
Want to learn more? Feel free to check out our article on critical thinking essays .
Now you know everything necessary to write a perfect critical analysis essay. Feel free to share this article or leave a comment!
Further reading
When analyzing any literary text, it is essential to evaluate the work and use the theme to support your opinion. The response’s goal is to show the reader what the selection of the source and the theme means to you personally.
The purpose of a response to a literature essay is to inform your reader about something interesting and insightful you found in a literary work. It may focus on the characters, plot, or theme of the story.
In a critical essay, choose the formal language and avoid using “I” statements. Focus on the piece you are analyzing, its strengths, and weaknesses. Using the first-person singular will take away the reader’s attention from your argument to you.
A critical source is a source that interprets, analyzes, critiques, and adds to the discussion of the primary source. It is then integrated into critical writing. The best critical sources can be found through library catalogs and scholarly databases.
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Student resources.
Critical analysis template
Use the templates as a guide to help you hone your ability to critique texts perfectly.
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Critical analysis refers to the ability to examine something in detail in preparation to make an evaluation or judgment.
It will involve exploring underlying assumptions, theories, arguments, evidence, logic, biases, contextual factors, and so forth, that could help shed more light on the topic.
In essay writing, a critical analysis essay will involve using a range of analytical skills to explore a topic, such as:
If you’re writing an essay, you could also watch my guide on how to write a critical analysis essay below, and don’t forget to grab your worksheets and critical analysis essay plan to save yourself a ton of time:
Grab your Critical Analysis Worksheets and Essay Plan Here
1. exploring strengths and weaknesses.
Perhaps the first and most straightforward method of critical analysis is to create a simple strengths-vs-weaknesses comparison.
Most things have both strengths and weaknesses – you could even do this for yourself! What are your strengths? Maybe you’re kind or good at sports or good with children. What are your weaknesses? Maybe you struggle with essay writing or concentration.
If you can analyze your own strengths and weaknesses, then you understand the concept. What might be the strengths and weaknesses of the idea you’re hoping to critically analyze?
Strengths and weaknesses could include:
You may consider using a SWOT analysis for this step. I’ve provided a SWOT analysis guide here .
Evaluation of sources refers to looking at whether a source is reliable or unreliable.
This is a fundamental media literacy skill .
Steps involved in evaluating sources include asking questions like:
For more on this topic, I’d recommend my detailed guide on digital literacy .
Identifying similarities encompasses the act of drawing parallels between elements, concepts, or issues.
In critical analysis, it’s common to compare a given article, idea, or theory to another one. In this way, you can identify areas in which they are alike.
Determining similarities can be a challenge, but it’s an intellectual exercise that fosters a greater understanding of the aspects you’re studying. This step often calls for a careful reading and note-taking to highlight matching information, points of view, arguments or even suggested solutions.
Similarities might be found in:
Remember, the intention of identifying similarities is not to prove one right or wrong. Rather, it sets the foundation for understanding the larger context of your analysis, anchoring your arguments in a broader spectrum of ideas.
Your critical analysis strengthens when you can see the patterns and connections across different works or topics. It fosters a more comprehensive, insightful perspective. And importantly, it is a stepping stone in your analysis journey towards evaluating differences, which is equally imperative and insightful in any analysis.
Identifying differences involves pinpointing the unique aspects, viewpoints or solutions introduced by the text you’re analyzing. How does it stand out as different from other texts?
To do this, you’ll need to compare this text to another text.
Differences can be revealed in:
Identifying differences helps to reveal the multiplicity of perspectives and approaches on a given topic. Doing so provides a more in-depth, nuanced understanding of the field or issue you’re exploring.
This deeper understanding can greatly enhance your overall critique of the text you’re looking at. As such, learning to identify both similarities and differences is an essential skill for effective critical analysis.
My favorite tool for identifying similarities and differences is a Venn Diagram:
To use a venn diagram, title each circle for two different texts. Then, place similarities in the overlapping area of the circles, while unique characteristics (differences) of each text in the non-overlapping parts.
Identifying oversights entails pointing out what the author missed, overlooked, or neglected in their work.
Almost every written work, no matter the expertise or meticulousness of the author, contains oversights. These omissions can be absent-minded mistakes or gaps in the argument, stemming from a lack of knowledge, foresight, or attentiveness.
Such gaps can be found in:
By shining a light on these weaknesses, you increase the depth and breadth of your critical analysis. It helps you to estimate the full worth of the text, understand its limitations, and contextualize it within the broader landscape of related work. Ultimately, noticing these oversights helps to make your analysis more balanced and considerate of the full complexity of the topic at hand.
You may notice here that identifying oversights requires you to already have a broad understanding and knowledge of the topic in the first place – so, study up!
Fact-checking refers to the process of meticulously verifying the truth and accuracy of the data, statements, or claims put forward in a text.
Fact-checking serves as the bulwark against misinformation, bias, and unsubstantiated claims. It demands thorough research, resourcefulness, and a keen eye for detail.
Fact-checking goes beyond surface-level assertions:
If you identify factual errors, it’s vital to highlight them when critically analyzing the text. But remember, you could also (after careful scrutiny) also highlight that the text appears to be factually correct – that, too, is critical analysis.
Exploring counterexamples involves searching and presenting instances or cases which contradict the arguments or conclusions presented in a text.
Counterexamples are an effective way to challenge the generalizations, assumptions or conclusions made in an article or theory. They can reveal weaknesses or oversights in the logic or validity of the author’s perspective.
Considerations in counterexample analysis are:
Exploring counterexamples enriches your critical analysis by injecting an extra layer of scrutiny, and even doubt, in the text.
By presenting counterexamples, you not only test the resilience and validity of the text but also open up new avenues of discussion and investigation that can further your understanding of the topic.
See Also: Counterargument Examples
Assessing methodologies entails examining the techniques, tools, or procedures employed by the author to collect, analyze and present their information.
The accuracy and validity of a text’s conclusions often depend on the credibility and appropriateness of the methodologies used.
Aspects to inspect include:
One strategy you could implement here is to consider a range of other methodologies the author could have used. If the author conducted interviews, consider questioning why they didn’t use broad surveys that could have presented more quantitative findings. If they only interviewed people with one perspective, consider questioning why they didn’t interview a wider variety of people, etc.
See Also: A List of Research Methodologies
Exploring alternative explanations refers to the practice of proposing differing or opposing ideas to those put forward in the text.
An underlying assumption in any analysis is that there may be multiple valid perspectives on a single topic. The text you’re analyzing might provide one perspective, but your job is to bring into the light other reasonable explanations or interpretations.
Cultivating alternative explanations often involves:
Searching for alternative explanations challenges the authority of a singular narrative or perspective, fostering an environment ripe for intellectual discourse and critical thinking . It nudges you to examine the topic from multiple angles, enhancing your understanding and appreciation of the complexity inherent in the field.
Benjamin Bloom placed analysis as the third-highest form of thinking on his ladder of cognitive skills called Bloom’s Taxonomy .
This taxonomy starts with the lowest levels of thinking – remembering and understanding. The further we go up the ladder, the more we reach higher-order thinking skills that demonstrate depth of understanding and knowledge, as outlined below:
Here’s a full outline of the taxonomy in a table format:
Level (Shallow to Deep) | Description | Examples |
---|---|---|
Retain and recall information | Reiterate, memorize, duplicate, repeat, identify | |
Grasp the meaning of something | Explain, paraphrase, report, describe, summarize | |
Use existing knowledge in new contexts | Practice, calculate, implement, operate, use, illustrate | |
Explore relationships, causes, and connections | Compare, contrast, categorize, organize, distinguish | |
Make judgments based on sound analysis | Assess, judge, defend, prioritize, , recommend | |
Use existing information to make something new | Invent, develop, design, compose, generate, construct |
THANK YOU, THANK YOU, THANK YOU! – I cannot even being to explain how hard it has been to find a simple but in-depth understanding of what ‘Critical Analysis’ is. I have looked at over 10 different pages and went down so many rabbit holes but this is brilliant! I only skimmed through the article but it was already promising, I then went back and read it more in-depth, it just all clicked into place. So thank you again!
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By Laura Brown on 29th May 2023
Conducting a critical analysis of a research paper includes the evaluation of its methodology, data sources, and findings. Alongside, it is necessary to assess the paper’s strengths and weaknesses, identify any biases or limitations, and examine its contribution to the respective field. Additionally, considering alternative interpretations and potential implications is key to providing a comprehensive analysis.
The art of critical analysis is a crucial skill for researchers and scholars alike. It allows us to delve deeper, question assumptions, and uncover the strengths and weaknesses of a research paper. This blog covers the essential steps to master the art of conducting a critical evaluation along with the examples.
Research papers serve as a foundation for advancing knowledge and shaping academic discourse. By critically analysing these papers, we can assess their validity, identify their contributions, and even influence the direction of future research. Throughout this post, we will guide you through the process of understanding a research paper, evaluating its strengths and weaknesses, assessing its contribution, formulating your analysis, considering alternative perspectives, and providing recommendations.
Whether you’re a student, a researcher, or an avid reader of scholarly work, developing the ability to critically analyse a research paper will enhance your understanding and engagement with academic literature and scientific articles. Let’s dive into the world of critical analysis and unlock the secret insights as you buy research paper from us or read this handy guide.
To effectively analyse a research paper, it is crucial to gain a comprehensive understanding of its content. You may begin by thoroughly reading the paper and paying attention to every detail. Further, you should identify the main research question or objective that the study aims to address. This will provide you with a focal point for your analysis.
Now, familiarise yourself with the methodology used and the data collected for the research. Moreover, evaluate the appropriateness and reliability of the chosen methodology, and assess the quality of the data collection and analysis. Understanding these aspects will help you gauge the validity and firmness of the research.
Additionally, take note of the key findings and conclusions presented in the paper and Analyse the supporting evidence along with evaluating the conclusions align with the research objectives. You should also consider any limitations or potential biases that might affect the interpretation of the results. By thoroughly understanding the scientific paper, you will lay a solid foundation for your critical analysis. In case you face any difficulty understanding the paper, you can always contact research paper service anytime, we will definitely help you.
In order to conduct a comprehensive critical analysis on research paper, it is essential to identify its strengths and weaknesses . Here are key aspects to consider during this evaluation process.
First, assess whether it follows a logical flow and if the sections are well-developed and interconnected. Remember, a well-structured paper enhances readability and comprehension.
Next, look for concise statements and a logical progression of ideas. Moreover, analyse how well the author supports their arguments with relevant evidence and whether the reasoning is sound.
Further, analyse the relevance of the data and sources used. You should examine the quality and appropriateness of the cited sources . Also, look at the facts presented if they adequately supports the claims made by the author and whether there is a robust foundation for the conclusions drawn.
Now, this is the time to identify the strengths and weaknesses of the research methods used. At this moment, you should also consider any limitations that may impact the validity or generalizability of the findings.
Finally, consider the author’s affiliations, funding sources, or personal beliefs that could influence the research outcomes.
It is crucial to have a deeper look into the contribution while critically analysing a research paper. You may go through the following steps for critical evaluation.
Firstly, determine whether the paper presents new ideas, approaches, or insights that contribute to the field. Additonally, assess its potential to advance knowledge and fill gaps in existing research.
Secondly, evaluate how the paper builds upon or challenges existing theories, concepts, or methodologies along with assessing its potential to expand understanding or provide novelty.
Finally, analyse how the research paper’s findings may influence practice, policy, or future research directions. Also, consider the broader implications and relevance of the research within the context of the field or society.
Formulating a strong and insightful analysis is a crucial aspect of research paper critical analysis. To effectively present your analysis, follow the below-mentioned steps:
Let’s see a critical analysis research paper example for initiating your analysis with a thesis statement.
The research paper’s findings on the impact of deforestation are valuable, but its failure to address socio-economic factors limits its comprehensive understanding of the issue.
In a critical analysis of a scientific article or research paper it is essential to consider alternative perspectives to present a well-rounded evaluation. Follow these steps to effectively engage with different viewpoints.
Certainly! Here’s a critical evaluation of a research paper example for considering alternative perspectives in the context of a research paper on climate change:
It becomes evident that the paper’s findings on the impact of deforestation are valuable. The research provides insights into the ecological consequences and loss of biodiversity resulting from deforestation. However, a crucial limitation of the paper lies in its failure to address socio-economic factors. By neglecting the socio-economic aspects, such as the role of industries, government policies, and societal behaviours, the research paper lacks a comprehensive understanding of the issue. To gain a holistic understanding, it is recommended to consult the following additional resources.
Here you can present various resources as you need.
Considering critical analysis in a research paper, it is important to go beyond evaluating the strengths and weaknesses and offer constructive recommendations for improvement. Here’s a research paper example of how this section could be written.
Based on the critical analysis of the research paper on renewable energy sources, several recommendations emerge. Firstly, the paper could benefit from a more comprehensive discussion of the economic viability of renewable technologies. Incorporating an analysis of cost-effectiveness and potential financing models would strengthen the paper’s practical implications. Secondly, the authors should consider addressing potential limitations and uncertainties associated with the data sources used. Providing transparency and acknowledging any gaps would enhance the overall credibility of the research. Lastly, there is a need for further investigation into the social acceptance and adoption of renewable energy technologies, as understanding the human dimension is crucial for successful implementation. By offering these recommendations, the research paper can be enhanced and contribute more effectively to the field.
Students often ask how to write the conclusion of a report and critical analysis; here is how it is done. The conclusion of a critical analysis of scientific literature or research paper should succinctly summarise the key points and analysis, emphasising the significance of critical thinking. It should reinforce the importance of addressing any limitations or gaps in the research and encourage further exploration. The conclusion should leave readers with a clear understanding of the paper’s strengths and weaknesses, and inspire them to apply critical analysis principles in their own research endeavours. Here is an example of critical analysis of a research paper in regards to conclusion.
The critical analysis of the research paper on climate change brings to light the importance of addressing socio-economic factors for a comprehensive understanding of the issue. While the paper’s findings on the impact of deforestation are valuable, the omission of socio-economic considerations limits its applicability in developing effective solutions. It is crucial for future research to incorporate the interplay between environmental and socio-economic factors to devise holistic strategies. By recognising and rectifying these gaps, researchers can contribute to a more nuanced understanding of climate change and inform policies that foster sustainable development and resilience.
For readers seeking further exploration and a deeper understanding of the research paper, you can also put up some additional resources . However, this is not the part of the critical analysis, but still you can include it.
Here are 10 points for you as a summary of this blog. You may also consider it as a critical analysis of a research paper checklist while you prepare to conduct it.
Follow this research paper checklist for critically analysing a research paper, and you will definitely rock it.
Laura Brown, a senior content writer who writes actionable blogs at Crowd Writer.
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Methodology
Published on January 2, 2023 by Shona McCombes . Revised on September 11, 2023.
What is a literature review? A literature review is a survey of scholarly sources on a specific topic. It provides an overview of current knowledge, allowing you to identify relevant theories, methods, and gaps in the existing research that you can later apply to your paper, thesis, or dissertation topic .
There are five key steps to writing a literature review:
A good literature review doesn’t just summarize sources—it analyzes, synthesizes , and critically evaluates to give a clear picture of the state of knowledge on the subject.
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What is the purpose of a literature review, examples of literature reviews, step 1 – search for relevant literature, step 2 – evaluate and select sources, step 3 – identify themes, debates, and gaps, step 4 – outline your literature review’s structure, step 5 – write your literature review, free lecture slides, other interesting articles, frequently asked questions, introduction.
When you write a thesis , dissertation , or research paper , you will likely have to conduct a literature review to situate your research within existing knowledge. The literature review gives you a chance to:
Writing literature reviews is a particularly important skill if you want to apply for graduate school or pursue a career in research. We’ve written a step-by-step guide that you can follow below.
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Writing literature reviews can be quite challenging! A good starting point could be to look at some examples, depending on what kind of literature review you’d like to write.
You can also check out our templates with literature review examples and sample outlines at the links below.
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Before you begin searching for literature, you need a clearly defined topic .
If you are writing the literature review section of a dissertation or research paper, you will search for literature related to your research problem and questions .
Start by creating a list of keywords related to your research question. Include each of the key concepts or variables you’re interested in, and list any synonyms and related terms. You can add to this list as you discover new keywords in the process of your literature search.
Use your keywords to begin searching for sources. Some useful databases to search for journals and articles include:
You can also use boolean operators to help narrow down your search.
Make sure to read the abstract to find out whether an article is relevant to your question. When you find a useful book or article, you can check the bibliography to find other relevant sources.
You likely won’t be able to read absolutely everything that has been written on your topic, so it will be necessary to evaluate which sources are most relevant to your research question.
For each publication, ask yourself:
Make sure the sources you use are credible , and make sure you read any landmark studies and major theories in your field of research.
You can use our template to summarize and evaluate sources you’re thinking about using. Click on either button below to download.
As you read, you should also begin the writing process. Take notes that you can later incorporate into the text of your literature review.
It is important to keep track of your sources with citations to avoid plagiarism . It can be helpful to make an annotated bibliography , where you compile full citation information and write a paragraph of summary and analysis for each source. This helps you remember what you read and saves time later in the process.
Professional editors proofread and edit your paper by focusing on:
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To begin organizing your literature review’s argument and structure, be sure you understand the connections and relationships between the sources you’ve read. Based on your reading and notes, you can look for:
This step will help you work out the structure of your literature review and (if applicable) show how your own research will contribute to existing knowledge.
There are various approaches to organizing the body of a literature review. Depending on the length of your literature review, you can combine several of these strategies (for example, your overall structure might be thematic, but each theme is discussed chronologically).
The simplest approach is to trace the development of the topic over time. However, if you choose this strategy, be careful to avoid simply listing and summarizing sources in order.
Try to analyze patterns, turning points and key debates that have shaped the direction of the field. Give your interpretation of how and why certain developments occurred.
If you have found some recurring central themes, you can organize your literature review into subsections that address different aspects of the topic.
For example, if you are reviewing literature about inequalities in migrant health outcomes, key themes might include healthcare policy, language barriers, cultural attitudes, legal status, and economic access.
If you draw your sources from different disciplines or fields that use a variety of research methods , you might want to compare the results and conclusions that emerge from different approaches. For example:
A literature review is often the foundation for a theoretical framework . You can use it to discuss various theories, models, and definitions of key concepts.
You might argue for the relevance of a specific theoretical approach, or combine various theoretical concepts to create a framework for your research.
Like any other academic text , your literature review should have an introduction , a main body, and a conclusion . What you include in each depends on the objective of your literature review.
The introduction should clearly establish the focus and purpose of the literature review.
Depending on the length of your literature review, you might want to divide the body into subsections. You can use a subheading for each theme, time period, or methodological approach.
As you write, you can follow these tips:
In the conclusion, you should summarize the key findings you have taken from the literature and emphasize their significance.
When you’ve finished writing and revising your literature review, don’t forget to proofread thoroughly before submitting. Not a language expert? Check out Scribbr’s professional proofreading services !
This article has been adapted into lecture slides that you can use to teach your students about writing a literature review.
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If you want to know more about the research process , methodology , research bias , or statistics , make sure to check out some of our other articles with explanations and examples.
Statistics
Research bias
A literature review is a survey of scholarly sources (such as books, journal articles, and theses) related to a specific topic or research question .
It is often written as part of a thesis, dissertation , or research paper , in order to situate your work in relation to existing knowledge.
There are several reasons to conduct a literature review at the beginning of a research project:
Writing the literature review shows your reader how your work relates to existing research and what new insights it will contribute.
The literature review usually comes near the beginning of your thesis or dissertation . After the introduction , it grounds your research in a scholarly field and leads directly to your theoretical framework or methodology .
A literature review is a survey of credible sources on a topic, often used in dissertations , theses, and research papers . Literature reviews give an overview of knowledge on a subject, helping you identify relevant theories and methods, as well as gaps in existing research. Literature reviews are set up similarly to other academic texts , with an introduction , a main body, and a conclusion .
An annotated bibliography is a list of source references that has a short description (called an annotation ) for each of the sources. It is often assigned as part of the research process for a paper .
If you want to cite this source, you can copy and paste the citation or click the “Cite this Scribbr article” button to automatically add the citation to our free Citation Generator.
McCombes, S. (2023, September 11). How to Write a Literature Review | Guide, Examples, & Templates. Scribbr. Retrieved August 29, 2024, from https://www.scribbr.com/dissertation/literature-review/
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European Journal of Medical Research volume 29 , Article number: 444 ( 2024 ) Cite this article
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Post-extubation dysphagia (PED) emerges as a frequent complication following endotracheal intubation within the intensive care unit (ICU). PED has been strongly linked to adverse outcomes, including aspiration, pneumonia, malnutrition, heightened mortality rates, and prolonged hospitalization, resulting in escalated healthcare expenditures. Nevertheless, the reported incidence of PED varies substantially across the existing body of literature. Therefore, the principal objective of this review was to provide a comprehensive estimate of PED incidence in ICU patients undergoing orotracheal intubation.
We searched Embase, PubMed, Web of Science, Cochrane Library, China National Knowledge Infrastructure (CNKI), Wanfang Database, China Science, Technology Journal Database (VIP), and SinoMed databases from inception to August 2023. Two reviewers independently screened studies and extracted data. Subsequently, a random-effects model was employed for meta-statistical analysis utilizing the “meta prop” command within Stata SE version 15.0 to ascertain the incidence of PED. In addition, we performed subgroup analyses and meta-regression to elucidate potential sources of heterogeneity among the included studies.
Of 4144 studies, 30 studies were included in this review. The overall pooled incidence of PED was 36% (95% confidence interval [CI] 29–44%). Subgroup analyses unveiled that the pooled incidence of PED, stratified by assessment time (≤ 3 h, 4–6 h, ≤ 24 h, and ≤ 48 h), was as follows: 31.0% (95% CI 8.0–59.0%), 28% (95% CI 22.0–35.0%), 41% (95% CI 33.0–49.0%), and 49.0% (95% CI 34.0–63.0%), respectively. When sample size was 100 < N ≤ 300, the PED incidence was more close to the overall PED incidence. Meta-regression analysis highlighted that sample size, assessment time and mean intubation time constituted the source of heterogeneity among the included studies.
The incidence of PED was high among ICU patients who underwent orotracheal intubation. ICU professionals should raise awareness about PED. In the meantime, it is important to develop guidelines or consensus on the most appropriate PED assessment time and assessment tools to accurately assess the incidence of PED.
Mechanical ventilation is the most common technological support, being required by 20–40% of adult in ICU [ 1 ]. Orotracheal intubation is the primary way of mechanical ventilation in ICU, which can increase the risk of post-extubation dysphagia (PED) [ 2 , 3 ]. PED is any form of swallowing dysfunction that arises subsequent to extubation following endotracheal intubation, affecting the passage of food from the entrance to the stomach. The occurrence rate of PED within the ICU setting demonstrates considerable variation among different countries [ 4 ]. The incidence varied among countries, including 13.3–61.8% in the United States [ 5 , 6 ], 25.3–43.5% in France, and 23.2–56% in China [ 7 , 8 ], and the incidence ranging from 7 to 80% [ 9 , 10 ]. Significantly, PED standing out as a prominent complication encountered in this particular context. For instance, See et al. have elucidated that patients afflicted with PED face an 11-fold higher risk of aspiration compared to those without PED [ 11 ]. McIntyre et al. have underscored that patients afflicted with PED endure double the length of stay in the ICU and the overall hospitalization period when compared to patients without PED [ 10 ]. Furthermore, it is essential to note that PED emerged as an independent predictor of 28-day and 90-day mortality [ 12 ]. This high incidence of PED places an immense burden not only on patients but also on the broader healthcare system. Therefore, a systematic review and meta-analysis is necessary to explore the incidence of PED in ICU patients. A systematic review and meta-analysis conducted by McIntyre et al. reported that the incidence of PED was 41%, but the main outcomes of their partly included studies was aspiration [ 12 ]. Although aspiration and PED are closely related, not all aspiration is caused by dysphagia. The incidence of aspiration was 8.80%-88.00% in ICU [ 13 , 14 ], so the incidence of PED in that study may be overestimated. Moreover, there has been increasing literature on PED of ICU patients, and a new systematic review and meta-analysis is needed to obtain a more precise estimate of its incidence.
The incidence of PED may indeed vary depending on various covariates, including assessment time, mean intubation time, age and other relevant factors. First, there is no standard time for swallowing function assessment, which spans a range of intervals, including 3 h [ 6 , 9 , 12 ], 4–6 h [ 15 , 16 ], 24 h [ 17 , 18 , 19 ], 48 h [ 20 ], 7 days [ 21 ], and discharge [ 22 ], and the incidence of PED was 80% [ 9 ], 22.62% [ 15 ], 56.06% [ 18 ], and 35.91% [ 20 ], 22.06% [ 21 ], and 28.78% [ 22 ], respectively. Second, the PED is closely tied to the time of orotracheal intubation. Skoretz et al. have demonstrated that the overall incidence of PED in the ICU ranges from 3 to 4%. However, upon re-analysis of patients subjected to orotracheal intubation for more than 48 h, the PED incidence can surge as high as 51% [ 23 ]. Third, the choice of assessment tool to evaluate PED in ICU patients plays a pivotal role. These assessment tools may include Video-fluoroscopic Swallowing Study (VFSS), Fiberoptic Endoscopic Evaluation of Swallowing (FEES), Standardized Swallowing Assessment (SSA), Bedside Swallowing Evaluation (BSE), Gugging Swallowing Screen (GUSS), Post-Extubation Dysphagia Screening Tool (PEDS), Water Swallowing Test (WST) and other assessment tools. FEES and VFSS are considered the gold standards, with a detection rate of approximately 80% [ 9 ]. SSA and BSE exhibit detection rates of 22% and 62%, respectively [ 5 , 15 ]. Finally, age-related changes in laryngeal sensory and motor functions also influence PED risk [ 24 ]. Notably, there may not be a significant difference in the incidence of PED between elderly and young patients within the initial 48 h post-extubation. However, elderly patients exhibit a significantly slower rate of PED recovery compared to their younger counterparts over time (5.0 days vs 3.0 days; p = 0.006) [ 5 ]. Therefore, it is necessary to explore the potential source of heterogeneity in the incidence of PED in ICU patients from such covariates.
The purpose of this study was to estimate the incidence of PED among ICU patients who underwent orotracheal intubation and investigate potential sources of heterogeneity through the application of subgroup analyses and meta-regression.
This systematic review and meta-analysis was conducted adhering to the guidelines outlined in the Joanna Briggs Institute (JBI) Reviewers’ Manual and followed the principles of the Preferred Reporting Items for Systematic Reviews and Meta-Analyses 2020 statement (PRISMA 2020) [ 25 ] (see Additional file 1: Table S1). In addition, it was registered with PROSPERO under the registration number CRD42022373300.
The study’s eligibility criteria were established in accordance with the PICOS principle. Inclusion criteria as follows: population (P): adult patients (≥ 18 years old) admitted to the ICU who underwent orotracheal intubation. Exposure (E): undergoing orotracheal intubation. Outcome (O): PED. Study design (S): observational study (cohort, case–control, cross-sectional study). In studies where multiple articles were derived from the same sample, only the article providing the most detailed data was included. Patients at high risk of dysphagia (such as those with head and neck cancer, who have undergone head and neck surgery, patients receiving palliative care, esophageal dysfunction, stroke, esophageal cancer and Parkinson’s disease) were excluded. Studies were excluded if they exhibited incomplete original data or data that could not be extracted. Studied were also excluded if their sample sizes fell below 30 participants or the full text was inaccessible.
Our comprehensive search multiple databases, including Embase, PubMed, Web of Science, Cochrane Library, China National Knowledge Infrastructure (CNKI), Wanfang, China Science and Technology Journal Database (VIP), and SinoMed, with the search period encompassing inception to August 18, 2023. Search language was Chinese and English. The limited number of studies retrieved initially, primarily attributed to the inclusion of the qualifier “ICU” in the initial search, prompted us to broaden the scope of our literature search. Consequently, we refined the search strategy by reducing the emphasis on “ICU” during the search process. After a series of preliminary searches, we finalized the search strategy, which combined subject headings and free-text terms while employing Boolean operators to enhance search precision. In addition, a manual hand-search of the reference lists of selected articles was carried out to identify any supplementary studies not originally identified through the electronic search. For a detailed presentation of our complete search strategies across all databases, please refer to Additional file 1: Table S2.
The evaluation of the risk of bias within the included studies was conducted by two trained investigators. Cross-sectional study was evaluated by the Agency for Healthcare Research and Quality (AHRQ) tool [ 26 ], which consisted of 11 items, resulting in a maximum score of 11. Scores falling within the ranges of 0–3, 4–7, and 8–11 corresponded to studies of poor, moderate, and high quality, respectively. Cohort study was evaluated by the Newcastle–Ottawa Scale (NOS) tool [ 27 ], which comprised three dimensions and eight items, allowing for a star rating ranging from 2 to 9 stars. In this case, 0–4, 5–6, and 7–9 stars were indicative of study of poor, moderate, and high quality, respectively. Any discrepancies or disagreements between the investigators were resolved through discussion, when necessary, consultation with a third expert specializing in evidence-based practice methodology.
Bibliographic records were systematically exported into the NoteExpress database to facilitate the screening process and the removal of duplicate citations. Initial screening, based on titles and abstracts, was conducted by two reviewers who possessed specialized training in evidence-based knowledge. To ascertain whether the studies satisfied the predefined inclusion and exclusion criteria, the full texts of potentially relevant articles were acquired. In the event of disagreements between the two reviewers, resolution was achieved through discussion or, when necessary, by enlisting the input of a third reviewer for arbitration.
After confirming the included studies, the two authors independently extracted data from the each paper, including the first author, year of publication, country, study design, ICU type, mean patient age, mean intubation time, assessment time, assessment tool, evaluator, sample size, and the PED event. Any disparities during the process of extracted data were addressed through thorough discussion and consensus-building among the reviewers.
The outcomes of this review were as follows: (1) incidence of PED in patients with orotracheal intubation in the ICU; (2) sources of heterogeneity of PED in patients with orotracheal intubation in ICU.
Meta-analysis was conducted using the ‘meta prop’ function from the meta package within STATA/SE (version 15.0, StataCorp, TX, USA). To approximate the normal distribution of the data, incidence estimates were transformed using the “Freeman-Tukey Double Arcsine Transformation”. Heterogeneity was assessed using the I 2 statistic, and pooled analyses of PED were executed employing a random-effects model in the presence of significant heterogeneity ( I 2 ≥ 50%), with fixed-effects models utilized when heterogeneity was non-significant. A significance level of P < 0.05 was established for all analyses.
Subgroup analyses were undertaken to investigate the potential impact of various factors, including assessment tool (gold standard, SSA, GUSS, BSE, PEDS, WST, and other assessment tools), year of publication (2000–2010, 2011–2015, 2016–2020, 2021–2023), study design (cross-sectional study and cohort study), study quality (moderate quality and high quality), assessment time (≤ 3 h, 4–6 h, ≤ 24 h, ≤ 48 h, and after 48 h post-extubation), mean intubation time (≤ 24 h, 48 – 168 h, and > 168 h), mean patient age (≤ 44 years, 45–59 years, 60–74 years), evaluator (nurses, speech-language pathologist), ICU type (Trauma ICU, Cardiac surgery ICU, Mixed medical and surgical ICU), and sample size ( N ≤ 100, 100 < N ≤ 200, 200 < N ≤ 300, N > 300) on the pooled estimate. In instances where no source of heterogeneity was identified in the subgroup analyse, we conducted meta-regression to further pinpoint the origins of heterogeneity, focusing on assessment time, mean intubation time, mean age, assessment tool, sample size, evaluator, ICU type, study design, study quality and year of publication. Sensitivity analysis by the “leave-one-out method” was employed to evaluate the random-effects model’s stability of the pooled incidence of PED. Publication bias was assessed by funnel plot and “Trim and Full” method.
The level of evidence was assessed using the Grading of Recommendations, Assessment, Development, and Evaluation (GRADE) [ 28 ]. This tool classifies the certainty of evidence into four levels: very low, low, moderate, and high. “High quality” suggests that the actual effect is approximate to the estimate of the effect. On the other hand, “Very low quality” suggests that there is very little confidence in the effect estimate and the reported estimate may be substantially different from what was measured. Two reviewers judged the following aspects: risk of bias, inconsistency, imprecision, indirect evidence, and publication bias. Disagreements were resolved by consensus with the third reviewer.
Out of the 4144 studies initially identified, 1280 duplicate studies were removed, and an additional 2864 studies that were deemed irrelevant were excluded based on title and abstract screening. Subsequently, a thorough examination of the full text was conducted for the remaining 122 studies. A manual hand-search of the reference lists of selected articles was 5 studies. Finally, 30 studies were chosen as they met the predetermined inclusion criteria for this systematic review and meta-analysis. The study selection flowchart is shown in Fig. 1 .
Flowchart of study selection
The characteristics of the included studies are shown in Table 1 . The total sample size across these studies amounted to 6,228 participants. The earliest study in this review was conducted in 2003 [ 29 ], while the most recent study was conducted in 2023 [ 15 ], with 14 studies published after 2020. The study with the largest sample size was conducted by Schefold et al. [ 12 ], comprising 933 participants, while the study with the smallest sample size was carried out by Yılmaz et al. [ 19 ], including 40 participants. The methods employed to assess the incidence of PED exhibited variability among the studies. Specifically, one study employed VFSS [ 30 ], and four studies relied on FEES [ 9 , 29 , 31 , 32 ], and seven studies utilized SSA assessment tools [ 7 , 15 , 16 , 33 , 34 , 35 , 36 ]. Furthermore, six studies utilized BSE [ 5 , 10 , 17 , 37 , 38 , 39 ], two studies employed WST [ 12 , 40 ], two studies adopted PEDS [ 8 , 18 ], two studies utilized GUSS [ 19 , 41 ], and six studies employed other assessment tools [ 6 , 20 , 21 , 22 , 43 ,, 42 , 43 ] such as ASHA, FOIS, SSQ200, NPS-PED, MASA, and YSP.
Among all the studies, 23 studies recorded the assessment time for PED. Specifically, three studies assessed PED within ≤ 3 h post-extubation [ 6 , 9 , 12 ], four studies conducted assessments at 4–6 h post-extubation [ 15 , 16 , 33 , 36 ], nine studies assessed PED within ≤ 24 h post-extubation [ 7 , 8 , 17 , 18 , 19 , 31 , 34 , 40 , 41 ], three studies assessed PED within ≤ 48 h post-extubation [ 5 , 20 , 37 ], and four studies evaluated PED at > 24 h post-extubation [ 21 , 22 , 29 , 38 ]. In terms of study quality, eight of the included studies were categorized as high quality, while the remainder were deemed of moderate quality (see Additional 1: Tables S3, S4).
Utilizing the random-effects model, the pooled incidence of PED was estimated to be 36% (95% CI 29.0%–44.0%, I 2 = 97.06%, p < 0.001; Fig. 2 ), indicating a substantial degree of heterogeneity. Despite conducting additional subgroup analyses, the source of this high heterogeneity remained elusive. However, the results of the meta-regression analysis revealed that sample size ( p < 0.001), assessment time ( p = 0.027) and mean intubation time ( p = 0.045) emerged as the significant factor contributing to the heterogeneity.
Overall pooled incidence of PED in ICU
The subgroup analyses yielded the following incidence rates of PED based on assessment time post-extubation: the incidence of PED within 3 h post-extubation was 31% (95% CI 8.0–59.0), 4–6 h was 28% (95% CI 22.0–35.0, I 2 = 78.56%, p < 0.001), within 24 h was 41% (95% CI 33.0–49.0, I 2 = 88.99%, p < 0.001), and within 48 h was 49%. In addition, the incidence of PED beyond 24 h post-extubation was 37% (95% CI 23.0–52.0, I 2 = 91.73%, p < 0.001) (Additional file 1: Fig. S1). Furthermore, when analyzing studies based on sample size ( N ), the overall incidence of PED was found 51% (95% CI 39.0–63.0, I 2 = 87.11%, p < 0.001) for studies with N < 100 participants, 37% (95% CI 31.0–43.0, I 2 = 84.74%, p < 0.001) for studies with 100 < N ≤ 200 participants, 32% (95% CI 20.0–46.0, I 2 = 97.16%, p < 0.001) for studies with 200 < N ≤ 300 participants, and 16% (95% CI 8.0–26.0, I 2 = 97.07%, p < 0.001) for studies with N > 300 participants (see Additional file 1: Fig. S2). In addition, further analyses were conducted based on assessment tool, mean intubation time, mean age, ICU type, evaluator, publication year, study design and study quality (see Additional file 1: Figs. S3–S11).
In the meta-regression analysis, we examined PED assessment time, sample size, assessment tools, mean intubation time, mean age, ICU type, evaluator, publication year, study design and study quality as potential covariates to identify the source of heterogeneity (Table 2 ). The univariate meta-regression analysis revealed a statistically significant correlation between incidence and sample size, assessment time and mean intubation time. Bubble plots of meta-regression of covariates were shown in Additional (see Additional file 1: Figs. S12–S22).
Sensitivity analysis showed that the incidence of PED ranged from 29 to 44% (see Additional file 1: Fig. S23). The marginal variance between these results and the pooled incidence was minimal, suggesting that the result of the pooled incidence being stable and reliable.
In our study, publication bias was detected by the funnel plot (see Additional file 1: Fig. S24). We found that the adjusted effect size was similar to the original effect size ( p < 0.01) (see Additional file 1: Fig. S25).
The certainty of evidence was very low for all comparisons performed according to the GRADE rating [ 28 ]. Thus, it can be considered that the certainty of the evidence regarding the incidence of PED in this review is very low (Table 3 ).
This systematic review and meta-analysis aimed to estimate the incidence of PED in ICU patients. The study revealed an overall incidence of PED in ICU patients who underwent orotracheal intubation to be 36.0%. This incidence rate was comparable to the incidence of dysphagia resulting from stroke (36.30%) [ 45 ] and aligned with the incidence of PED observed in ICU patients (36%) [ 46 ]. However, it was slightly lower than the 41% reported in the meta-analysis conducted by McIntyre et al. [ 4 ]. The incidence of PED among ICU patients who underwent orotracheal intubation was high, ICU medical professionals, especially nurses should raise awareness about PED. However, the included studies were characterized by diversity and heterogeneity in assessment time and assessment tools signaled the need for obtaining consensus on a range of issues, including assessment time and assessment tools appropriate for ICU.
Sample size
This review identified sample size as a significant source of heterogeneity ( p < 0.001). Notably, the incidence of PED demonstrated a gradual decrease as the sample size of the studies increased. In larger scale studies, such as those conducted by McIntyre et al. and Schefold et al., simpler assessment tools are employed, allowing for quick completion [ 10 , 12 ]. However, the reliability and validity of some of these tools remain unverified. Conversely, certain studies are conducted by highly trained professionals using the gold standard for PED assessment [ 9 , 29 , 31 ], which, while more accurate, is also time-consuming and costly [ 47 ]. In addition, some ICU patients, due to their unstable conditions, are unable to complete the gold standard assessment, resulting in relatively smaller sample sizes for these studies.
In statistics, sample size is intricately linked to result stability, and the confidence intervals for subgroups with N < 100 in this study exhibited a wider range, this might diminish the result precision and lead to larger deviations from the true value. However, as the sample size increased to 100 < N ≤ 300, the confidence intervals narrowed in comparison to other subgroups. Consequently, when sample size was 100 < N ≤ 300, the PED incidence rates were more close with the overall PED rate. According to the central limit theorem, if the sampling method remains consistent, results obtained from larger samples are more stable and closer to the true value [ 48 , 49 ]. It is worth noting that the confidence intervals for the subgroup with N > 300 in this study were wider and demonstrated a larger divergence from the total PED incidence. Therefore, in future studies, careful consideration of the sample size, based on the detection rate of the assessment tool used, is advisable to ensure both the stability and reliability of the results.
This review identified mean intubation time as a significant source of heterogeneity ( p = 0.045). Variances in mean intubation time among ICU patients undergoing orotracheal intubation can lead to differing degrees of mucosal damage in the oropharynx and larynx [ 2 , 50 ], thereby resulting in varying incidence rates of PED. For instance, Malandraki et al. have reported that prolonged intubation is associated with more than a 12-fold increased risk of moderate/severe dysphagia compared to shorter intubation durations, and this effect is particularly pronounced among elderly patients [ 51 ]. Moreover, studies have demonstrated that ICU patients with extended orotracheal intubation periods leading to PED also exhibit diminished tongue and lip strength, protracted oral food transportation, slower swallowing, and muscle weakness in swallowing-related muscles [ 24 , 46 ]. In view of these findings, ICU medical professionals should routinely evaluate the need for orotracheal intubation, strive to minimize the duration of mechanical ventilation.
This review identified assessment time as a significant source of heterogeneity ( P = 0.027). It is important to note that there are currently no established guidelines recommending the optimal timing for the initial assessment of PED in ICU patients who have undergone orotracheal intubation. Consequently, the assessment time varies widely across studies, resulting in PED incidence rates ranging from 28 to 49% among subgroups. Interestingly, the incidence of PED assessed within ≤ 3 h post-extubation appeared lower than that assessed within ≤ 24 h and ≤ 48 h post-extubation. This difference may be attributed to the study by Schefold et al., which featured a shorter intubation duration [ 12 ]. Therefore, the incidence of PED assessed within ≤ 3 h post-extubation in ICU patients with orotracheal intubation may be underestimated. Moreover, it is essential to highlight that some ICU patients, particularly those with severe illnesses and extended intubation time, may face challenges in complying with post-extubation instructions provided by healthcare personnel. Paradoxically, this group of patients is at a higher risk of developing PED, subsequently increasing their susceptibility to post-extubation pneumonia [ 11 ]. ICU professionals should evaluate swallowing function in patients post-extubation; early identification of patients at risk for PED to reduce complications. If PED is identified, nurses should follow-up assessments at multiple time to obtain a thorough comprehension of PED recovery trajectory among PED patients, which can serve as a foundation for determining the timing of clinical interventions accurately.
Despite the subgroup analyses and meta-regression results indicating that PED assessment tools did not contribute to the observed heterogeneity, it is important to acknowledge the wide array of assessment tools employed across the studies included in this review. The study’s findings revealed that the results of the GUSS and BSE assessments were most closely aligned with the gold standard screening results. In contrast, the PEDS assessment results tended to be higher than those derived from the gold standard assessment. Furthermore, the results of other assessment tools generally yielded lower incidence rates of PED, possibly attributable to variations in specificity or sensitivity. FEES and VFSS assessments are recognized for their meticulous scrutiny of patients’ swallowing processes, including the detection of food residue and aspiration, which may not be as comprehensively addressed by other assessment methods [ 51 ]. Assessment tools such as BSE, SSA, GUSS, WST, and other clinical methods do not provide direct visualization of the swallowing process. Instead, assessors rely on the observation of overt clinical symptoms during the patient’s initial food or water intake to judge the presence of PED. However, these methods may overlook occult aspiration in patients, potentially resulting in an underestimation of PED incidence. In contrast, PEDS, which primarily assesses patients based on their medical history and plumbing symptoms without screening for drinking or swallowing, may overestimate PED incidence. Considering the varying strengths and limitations of existing assessment tools, ICU professionals select appropriate PED assessment tool based on the characteristics of the critically ill patient. Early and rapid identification of PED, before the use of more complex and expensive assessment tools, minimizes the occurrence of complications in patients.
In this study, we conducted a comprehensive analysis of the incidence of PED in ICU patients who underwent orotracheal intubation across various subgroups, revealing a notable degree of heterogeneity among the included studies. In our study, we have expanded the search as much as possible and included a total of 30 papers after screening, half of which were published after 2020. There are several limitations that should be considered when interpreting the results of this meta-analysis. First, there was varied heterogeneity between methodological of the study and estimates of prevalence that may question the appropriateness of calculating pooled prevalence estimates. However, in order to address this heterogeneity, we addressed the heterogeneity with applying a random-effect model and conducting subgroup analysis and meta-regression to explore three sources of heterogeneity. Second, the overall quality of evidence for the incidence of PED was rated as low according to GRADE. Higher quality original studies on the incidence of PED should be performed in the future. As a result, the findings should be interpreted with caution in such cases.
In conclusion, our systematic review and meta-analysis revealed a high incidence of PED among ICU patients who underwent orotracheal intubation. It is also worth noting that the incidence of PED in the ICU may be underestimated. It is expected to increase awareness about the issue of PED among ICU patients. It will be important to develop guidelines or consensus on the most appropriate PED assessment time and assessment tools to accurately assess the incidence of PED.
Each year, a substantial number of critically ill patients, ranging from 13 to 20 million, necessitate endotracheal intubation to sustain their lives. Patients undergoing orotracheal intubation are at heightened risk of developing PED. PED has been linked to prolonged hospital and ICU length of stay, increased rates of pneumonia, and all-cause mortality. Early identification of high-risk patients by clinical nurses is critical for reduce patient burden and adverse outcomes.
Early and multiple times assessment: Future investigations should early assess PED in clinical practice, especially within 6 h post-extubation. Furthermore, we suggest for follow-up assessments at multiple time to obtain a thorough comprehension of PED incidence and the recovery trajectory among ICU patients who have undergone orotracheal intubation.
Assessment tool: Considering the varying strengths and limitations of existing assessment tools, ICU professionals should carefully evaluate the characteristics of critically ill patients and select appropriate assessment tools, before the use of more complex and expensive assessment tools.
Routinely evaluate the need for orotracheal intubation: Healthcare professionals should routinely evaluate the need for orotracheal intubation, strive to minimize the duration of mechanical ventilation.
All data related to the present systematic review and meta-analysis are available from the original study corresponding author on reasonable request.
Confidence interval
Post-extubation dysphagia
Sydney Swallow Questionnaire 200
Water swallowing test
Post-Extubation Dysphagia Screening Tool
Bedside swallow evaluation
The Yale swallow protocol
Mann Assessment of Swallowing Ability
American Speech-Language-Hearing Association
Video Fluoroscopic Swallowing Study
Fiberoptic endoscopic evaluation of swallowing
Gugging swallowing screen
Standardized Swallowing Assessment
Functional Oral Intake Scale
Nurse-performed screening for post-extubation dysphagia
Speech-language pathologists
Events of PED
Preferred Reporting Items for Systematic Reviews and Meta-analyses
International Prospective Register of Systematic Reviews
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Weixia Yu, Limi Dan, Jianzheng Cai, Yuyu Wang, Qingling Wang, Yingying Zhang & Xin Wang
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Weixia Yu, Limi Dan, Jianzheng Cai, and Yuyu Wang developed the original concept of this systematic review and meta-analysis. Weixia Yu, Limi Dan, Jianzheng Cai and Yuyu Wang contributed to the screening of eligible studies, data extraction, and data synthesis. Weixia Yu, Limi Dan, Jianzheng Cai, Yuyu Wang and Qingling Wang drafted the first version of the manuscript. Yingying Zhang, Qingling Wang and Xin Wang prepared the tables and figures. All the authors have edited and contributed for intellectual content. All the authors read and approved the final manuscript and take public responsibility for it.
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Additional file 1: Table S1. PRISMA 2020 Checklist. Table S2. Search strategy. Table S3. Quality evaluation results of the cohort studies. Table S4. Quality evaluation results of the cross-sectional study. Fig. S1. Subgroup analysis of the incidence of PED by assessment time. Fig. S2. Subgroup analysis of the incidence of PED by sample size. Fig. S3. Incidence of PED by assessment tool. Fig. S4. Incidence of PED by mean intubation time. Fig. S5 Incidence of PED by mean age. Fig. S6. Incidence of PED by ICU type. Fig. S7. Incidence of PED by evaluator. Fig. S8. Incidence of PED by year of publication. Fig. S9. Incidence of PED by study design. Fig. S10. Incidence of PED by quality of cohort study. Fig. S11. Incidence of PED by quality of Cross-sectional study. Fig. S12. Bubble plot of meta-regression result for evaluate time as a covariate. Fig. S13. Bubble plot of meta-regression result for sample size as a covariate. Fig. S14. Bubble plot of meta-regression result for assessment tool as a covariate. Fig. S15. Bubble plot of meta-regression result for mean intubation time as a covariate. Fig. S16. Bubble plot of meta-regression result for mean age as a covariate. Fig. S17. Bubble plot of meta-regression result for ICU type as a covariate. Fig. S18. Bubble plot of meta-regression result for evaluator as a covariate. Fig. S19. Bubble plot of meta-regression result for year of publication as a covariate. Fig. S20. Bubble plot of meta-regression result for study design as a covariate. Fig. S21. Bubble plot of meta-regression result for quality of cohort study as a covariate. Fig. S22. Bubble plot of meta-regression result for quality of cross-sectional study as a covariate. Fig. S23. Sensitivity analysis of PED. Fig. S24. Publication bias assessment plot. Fig. S25. Publication bias assessment plot. “Trim and Full test” method.
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Yu, W., Dan, L., Cai, J. et al. Incidence of post-extubation dysphagia among critical care patients undergoing orotracheal intubation: a systematic review and meta-analysis. Eur J Med Res 29 , 444 (2024). https://doi.org/10.1186/s40001-024-02024-x
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Enhancing the resilience of regional digital innovation ecosystems represents an effective strategy for managing risky shocks and fostering sustainable regional development. This study investigates the regional digital innovation ecosystems in 30 provinces and cities across China. Grounded in resource orchestration theory, this research employs the fsQCA method to examine the configuration paths through which traditional and digital resources and capabilities contribute to the resilience of these ecosystems. By developing an evaluative framework for the resilience of regional digital innovation ecosystems, this study reveals a fluctuating upward trend in resilience across China’s regions, albeit with slow improvement rates and uneven development. The fsQCA identifies six configurational paths that bolster ecosystem resilience, categorized into two types: Technology Innovation-Digital Platforms and Financial-Physical Dominant. Furthermore, the paper highlights insufficient technological innovation capacity and imperfect digital governance as critical barriers to strengthening the resilience of regional digital innovation ecosystems. This research improves the evaluative framework for resilience in regional digital innovation ecosystems and extends the application of resource orchestration theory to the domain of resilience. The findings offer significant theoretical and practical insights into how regions can utilize both traditional and digital resources and capabilities to reinforce the resilience of their digital innovation ecosystems.
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This research was funded by the Ministry of Education of China’s Project of Humanities and Social Sciences Grant Number [19YJA630015] and the National Natural Science Foundation of China Grant Number [72274044].
The study was supported by the Ministry of Education of China’s Project of Humanities and Social Sciences (Grant No. 19YJA630015), National Natural Science Foundation of China (Grant No. 72274044).
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How to Write a Critical Analysis Essay. Written by MasterClass. Last updated: Jun 7, 2021 • 3 min read. Critical analysis essays can be a daunting form of academic writing, but crafting a good critical analysis paper can be straightforward if you have the right approach.
Writing Critical Analysis Papers1. A critical analysis paper asks the writer to make an argument about a particular book, essay, movie, etc. The goal is two fold: one, identify and explain the argument that the author is making, and two, provide your own argument about that argument. One of the key directions of these assignments is often to ...
A critical analysis is an argument about a particular piece of media. There are typically two parts: (1) identify and explain the argument the author is making, and (2), provide your own argument about that argument. Your instructor may have very specific requirements on how you are to write your critical analysis, so make sure you read your ...
Critical Analysis Format is as follows: I. Introduction. Provide a brief overview of the text, object, or event being analyzed. Explain the purpose of the analysis and its significance. Provide background information on the context and relevant historical or cultural factors. II.
Step one: Reading critically. The first step in writing a critical analysis is to carefully study the source you plan to analyze. If you are writing for a class assignment, your professor may have already given you the topic to analyze in an article, short story, book, or other work.
After critically examining the work, an outline should be written for the critical analysis essay. Once the outline is written, take a step back and analyze the subject before beginning the actual essay. Once you have determined the effectiveness of the author, create a list of reasons why you think the author's methods were effective, or why ...
1. Comprehensive Reading. The first step towards a successful critical analysis essay is in-depth engagement with the text you'll analyse. If you are working with a single text, that means understanding the author's point of view to form the foundation of your essay. Take your time and delve into the text to explore its deeper meanings and ...
To be critical, or to critique, means to evaluate. Therefore, to write critically in an academic analysis means to: judge the quality, significance or worth of the theories, concepts, viewpoints, methodologies, and research results. evaluate in a fair and balanced manner. avoid extreme or emotional language. You evaluate or judge the quality ...
A critical analysis essay requires you to analyze a subject and determine its meaning, backing it with evidence and ideas of your own. ... Otherwise, don't overthink the format too much. Your typical critical analysis essay is made up of: An introduction paragraph, including your opinion about the piece you're analyzing; A paragraph ...
The primary purpose of a critical analysis essay is to assess the effectiveness or merit of the work in question, providing insights into its strengths, weaknesses, and overall impact. Writing critical analysis essay demands a thoughtful, informed, and evaluative approach to a work, with a focus on details, evidence, and interpretation.
Format Critical essays vary in length from quite short, as little as 1-2 pages for a weekly response, to a longer essay of 10-15 pages. Evidence You must cite evidence. Assignments may ask for research beyond what has been covered in class, particularly in a longer paper, or they may only ask you to draw connections between course materials.
May 4, 2024. A Critical Analysis Essay is a form of academic writing that requires students to extract information and critically analyze a specific topic. The task may seem daunting, but with the right approach, it can become an exciting task. Critical Analysis Essays help students improve their analytical skills and foster principles of logic.
s made. Critical vs DescriptiveA critical review or analysis is characterised by two main types of writing: (i) writing descriptively to summarise the particular arguments or concepts of a text, and (ii) writing critically to evaluate and/or an. lyse these arguments and concepts. It is necessary for a critical review to contain some descriptive ...
Critical Analysis Template In a critical analysis essay, you systematically evaluate a work's effectiveness including what it does well and what it does poorly. It can be used to discuss a book, article or even a film. You must read the piece carefully and may need to look up terms or concepts you are unfamiliar with or research related ...
To evaluate something or someone, you think and consider it or them in order to make a judgment about it/them; this could be as simple as how good or bad they are. When you critically evaluate something or someone you consider how judgments vary from different perspectives and how some judgments are stronger than others. This often means ...
Critical Analysis. The term critical doesn't always mean finding the problems or being judgmental. A movie critic, for example, reviews a movie for strengths and weaknesses. We have to be critics ourselves when we review our own writing and when we review information for our papers. We shouldn't just believe everything we see, hear, or read.
Critical analysis of an article aims to analyze the writing strategies and techniques an author uses to develop their argument. The process is a little different than persuading the reader to accept a particular point of view. Here is a sample outline: Introduction. Introduce the author and the work under analysis.
Critical analysis template. Use the templates as a guide to help you hone your ability to critique texts perfectly. Click on the following links, which will open in a new window. Critical analysis template.
critiquing the literature, critical analysis, reviewing the literature, evaluation and appraisal of the literature which are in essence the same thing (Bassett and Bassett, 2003). Terminology in research can be confusing for the novice research reader where a term like 'random' refers to an organized manner of selecting items or participants ...
33 Critical Analysis Examples. Critical analysis refers to the ability to examine something in detail in preparation to make an evaluation or judgment. It will involve exploring underlying assumptions, theories, arguments, evidence, logic, biases, contextual factors, and so forth, that could help shed more light on the topic.
Abstract. Critical evaluation is used to identify the strengths and weaknesses of an article, in order to evaluate the usefulness and validity of research results. The components of the critical ...
By Laura Brown on 29th May 2023. Conducting a critical analysis of a research paper includes the evaluation of its methodology, data sources, and findings. Alongside, it is necessary to assess the paper's strengths and weaknesses, identify any biases or limitations, and examine its contribution to the respective field.
Examples of literature reviews. Step 1 - Search for relevant literature. Step 2 - Evaluate and select sources. Step 3 - Identify themes, debates, and gaps. Step 4 - Outline your literature review's structure. Step 5 - Write your literature review.
This systematic review and meta-analysis was conducted adhering to the guidelines outlined in the Joanna Briggs Institute (JBI) Reviewers' Manual and followed the principles of the Preferred Reporting Items for Systematic Reviews and Meta-Analyses 2020 statement (PRISMA 2020) [] (see Additional file 1: Table S1).In addition, it was registered with PROSPERO under the registration number ...
This paper selects 30 provinces and cities in China as research samples based on several key considerations. First, China, as the world's largest developing country, exhibits significant regional variations in digital economy development, making it an ideal sample for analyzing how to enhance the RDIER (Wang et al. 2022a, b). Second, despite ...