PSAT Critical Reading : PSAT Critical Reading

Study concepts, example questions & explanations for PSAT Critical Reading

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Example Questions

Example Question #94 : Parts Of Speech In Two Blank Sentences

Choose the set of words that best completes the following sentence.

I’m not usually a(n) __________ person, but I was fuming after I got lost driving to my friend’s house because of the __________ directions he gave me.

Possible Answers:

irascible . . . nebulous

irksome . . . volatile

fanatical . . . unwitting

presumptuous . . . egregious

glacial . . . subtle

 
Correct answer:

irascible . . . nebulous

Explanation:

For the first blank, we are looking for a word that has to do with getting angry because this person was “fuming.” For the second, we can infer that the directions were not very good because this person got lost. The answer choice with "irascible . . . nebulous" is the only that fits because irascible means easily angered, while "nebulous" means vague.

Example Question #1 : Function Of A Paragraph

This passage is adapted from Adam K. Fetterman and Kai Sassenberg, “The Reputational Consequences of Failed Replications and Wrongness Admission among Scientists", first published in December 2015 by PLOS ONE.

We like to think of science as a purely rational. However, scientists are human and often identify with their work. Therefore, it should not be controversial to suggest that emotions are involved in replication discussions. Adding to this inherently emotionally volatile situation, the recent increase in the use of social media and blogs by scientists has allowed for instantaneous, unfiltered, and at times emotion-based commentary on research. Certainly social media has the potential to lead to many positive outcomes in science–among others, to create a more open science. To some, however, it seems as if this ease of communication is also leading to the public tar and feathering of scientists. Whether these assertions are true is up for debate, but we assume they are a part of many scientists’ subjective reality. Indeed, when failed replications are discussed in the same paragraphs as questionable research practices, or even fraud, it is hard to separate the science from the scientist. Questionable research practices and fraud are not about the science; they are about the scientist. We believe that these considerations are at least part of the reason that we find the overestimation effect that we do, here.

Even so, the current data suggests that while many are worried about how a failed replication would affect their reputation, it is probably not as bad as they think. Of course, the current data cannot provide evidence that there are no negative effects; just that the negative impact is overestimated. That said, everyone wants to be seen as competent and honest, but failed replications are a part of science. In fact, they are how science moves forward!

While we imply that these effects may be exacerbated by social media, the data cannot directly speak to this. However, anyone of a number of cognitive biases may add support to this assumption and explain our findings. For example, it may be that a type of availability bias or pluralistic ignorance of which the more vocal and critical voices are leading individuals to judge current opinions as more negative than reality. As a result, it is easy to conflate discussions about direct replications with “witch- hunts” and overestimate the impact on one’s own reputation. Whatever the source may be, it is worth looking at the potential negative impact of social media in scientific conversations.

If the desire is to move science forward, scientists need to be able to acknowledge when they are wrong. Theories come and go, and scientists learn from their mistakes (if they can even be called “mistakes”). This is the point of science. However, holding on to faulty ideas flies in the face of the scientific method. Even so, it often seems as if scientists have a hard time admitting wrongness. This seems doubly true when someone else fails to replicate a scientist’s findings. Even so, it often seems as if scientists have a hard time admitting wrongness. This seems doubly true when someone else fails to replicate a scientist’s findings. In some cases, this may be the proper response. Just as often, though, it is not. In most cases, admitting wrongness will have relatively fewer ill effects on one’s reputation than not admitting and it may be better for reputation. It could also be that wrongness admission repairs damage to reputation.

It may seem strange that others consider it less likely that questionable research practices, for example, were used when a scientist admits that they were wrong. However, it does make sense from the standpoint that wrongness admission seems to indicate honesty. Therefore, if one is honest in one domain, they are likely honest in other domains. Moreover, the refusal to admit might indicate to others that the original scientist is trying to cover something up. The lack of significance of most of the interactions in our study suggests that it even seems as if scientists might already realize this. Therefore, we can generally suggest that scientists admit they are wrong, but only when the evidence suggests they should.

The chart below maps how scientists view others' work (left) and how they suspect others will view their own work (right) if the researcher (the scientist or another, depending on the focus) admitted to engaging in questionable research practices.

Screen shot 2020 08 26 at 9.34.54 am

Adapted from Fetterman & Sassenberg, "The Reputational Consequences of Failed Replications and Wrongness Admission among Scientists." December 9, 2015, PLOS One.

The last paragraph serves mainly to

Possible Answers:
offer an explanation for a surprising finding and put forth a course of action.

suggest avenues for future research.

explain the place of this research within the discussion of the greater scientific method.

concede an exception to the rule discussed elsewhere in the passage.

Correct answer:
offer an explanation for a surprising finding and put forth a course of action.
Explanation:

Whenever a question asks about the purpose of a statement or paragraph within a passage as a whole, remember that your job is first to find the main idea of the paragraph and then to match that against your answer choices to see which matches something that the paragraph serves to do. The paragraph in question tries to reconcile the fact that admitting wrongdoing actually leads others to believe that researchers are more honest rather than less honest. The authors then state that scientists should generally admit that they are wrong. This matches "offer an explanation for a surprising finding and put forth a course of action". It explains a surprising finding and then offers a course of action for scientists.

Among the other answers, "suggest avenues for future research" can be eliminated because no future research is suggested. "Concede an exception to the rule discussed elsewhere in the passage" can be eliminated because it discusses a general rule rather than an exception. "Explain the place of this research within the discussion of the greater scientific method" can be eliminated because there is no research about the scientific method.

Example Question #1 : Author's Intent

This passage is adapted from Jane Austen, Mansfield Park. Originally published 1814. Fanny has recently moved to live with her relatives at Mansfield Park.

The little girl performed her long journey in safety; and at Northampton was met by Mrs. Norris, who thus regaled in the credit of being foremost to welcome her, and in the importance of leading her  in to the others, and recommending her to their kindness.

Fanny Price was at this time just ten years old, and though there might not be much in her first appearance to captivate, there was, at least, nothing to disgust her relations. She was small of her age, with no glow of complexion, nor any other striking beauty; exceedingly timid and shy, and shrinking from notice; but her air, though awkward, was not vulgar, her voice was sweet, and when she spoke  her countenance was pretty. Sir Thomas and Lady Bertram received her very kindly; and Sir Thomas, seeing how much she needed encouragement, tried to be all that was conciliating: but he had to work against a most untoward gravity of deportment; and Lady Bertram, without taking half so much trouble, or speaking one word where he spoke ten, by the mere aid of a good-humored smile, became immediately the less awful character of the two. 

The young people were all at home, and sustained their share in the introduction very well, with much good humor, and no embarrassment, at least on the part of the sons, who, at seventeen and sixteen, and tall of their age, had all the grandeur of men in the eyes of their little cousin. The two girls were more at a loss from being younger and in greater awe of their father, who addressed them on the occasion with rather an injudicious particularity. But they were too much used to company and praise to have anything like natural shyness; and their confidence increasing from their cousin's total want of it, they were soon able to take a full survey of her face and her frock in easy indifference. 

They were a remarkably fine family, the sons very well-looking, the daughters decidedly handsome, and all of them well-grown and forward of their age, which produced as striking a difference between the cousins in person, as education had given to their address; and no one would have supposed the girls so nearly of an age as they really were. There were in fact but two years between the youngest and Fanny. Julia Bertram was only twelve, and Maria but a year older.

The little visitor meanwhile was as unhappy as possible. Afraid of everybody, ashamed of herself, and longing for the home she had left, she knew not how to look up, and could scarcely speak to be heard, or without crying. Mrs. Norris had been talking to her the whole way from Northampton of Fanny’s wonderful good fortune, and the extraordinary degree of gratitude and good behavior which it ought to produce, and her consciousness of misery was therefore increased by the idea of its being a wicked thing for her not to be happy.

The fatigue, too, of so long a journey, became soon no trifling evil. In vain were the well-meant condescensions of Sir Thomas, and all the officious prognostications of Mrs. Norris that she would be a good girl; in vain did Lady Bertram smile and make her sit on the sofa with herself and pug, and  vain was even the sight of a gooseberry tart towards giving her comfort; she could scarcely swallow two mouthfuls before tears interrupted her, and sleep seeming to be her likeliest friend, she was taken to finish her sorrows in bed.

“This is not a very promising beginning,” said Mrs. Norris, when Fanny had left the room. “After all that I said to her as we came along, I thought she would have behaved better; I told her how much might depend upon her acquitting herself well at first. I wish there may not be a little sulkiness of temper—her poor mother had a good deal; but we must make allowances for such a child—and I do not know that her being sorry to leave her home is really against her, for, with all its faults, it was her home, and she cannot as yet understand how much she has changed for the better; but then there is moderation in all things.”

It required a longer time, however, than Mrs. Norris was inclined to allow to reconcile Fanny to the novelty of Mansfield Park, and the separation from everybody she had been used to. Her feelings were very acute and too little understood to be properly attended to. Nobody meant to be unkind, but nobody put themselves out of their way to secure her comfort.

Fanny, whether near or from her cousins, whether in the schoolroom, the drawing-room, or the shrubbery, was equally forlorn, finding something to fear in every person and place. She was disheartened by Lady Bertram's silence, awed by Sir Thomas's grave looks, and quite overcome by Mrs. Norris's admonitions. Her elder cousins mortified her by reflections on her size, and abashed her by noticing her shyness: Miss Lee wondered at her ignorance, and the maid-servants sneered at her clothes; and when to these sorrows was added the idea of the brothers and sisters among whom she had always been important as playfellow, instructress, and nurse, the despondence that sunk her little heart was severe.

In the context of the passage, Mrs. Norris's statement in the highlighted lines serves to

Possible Answers:

contradict a claim made earlier in the passage.

 express sympathy for Fanny’s discomfort.

express the family’s disappointment that Fanny is too much like her mother.

provide context for a statement made in the next paragraph. 
Correct answer:
provide context for a statement made in the next paragraph. 
Explanation:

Whenever you are asked what a line or set of lines "serves to do" within the context of the passage, that's a sure sign that you're looking at a function question. For any function question, first consider what the portion of the passage is saying and then look at in context - how does it fit in with the passage as a whole? The quotation in question ("After all ... in all things.") is Mrs. Norris saying that she expected Fanny to adapt to her new home more quickly, but that she can understand why Fanny might not feel comfortable yet since she was taken from her home. Mrs. Norris also mentions Fanny's mother in this quotation as a way of suggesting (and then dismissing) that Fanny might be prone to "sulkiness." The next paragraph goes on to say that it took even longer for Fanny to get used to Mansfield Park - a statement that needs the context given by Mrs. Norris's statement in the previous paragraph. "Provide context for a statement made in the next paragraph" is correct.

Among the another answers, "express the family’s disappointment that Fanny is too much like her mother" is something that is mentioned in the text, but is not the reason that the quotation is included. "Express sympathy for Fanny’s discomfort" is also in the text - Mrs. Norris does express some sympathy - but the sympathy given is counteracted by the last phrase in the quotation, "there is moderation in all things," which implies that Mrs. Norris still doesn't understand Fanny's discomfort. "Contradict a claim made earlier in the passage" is just false - there is no previous statement to contradict.

Example Question #2 : Function Of A Paragraph

This passage is adapted from Jane Austen, Mansfield Park. Originally published 1814. Fanny has recently moved to live with her relatives at Mansfield Park.

The little girl performed her long journey in safety; and at Northampton was met by Mrs. Norris, who thus regaled in the credit of being foremost to welcome her, and in the importance of leading her  in to the others, and recommending her to their kindness.

Fanny Price was at this time just ten years old, and though there might not be much in her first appearance to captivate, there was, at least, nothing to disgust her relations. She was small of her age, with no glow of complexion, nor any other striking beauty; exceedingly timid and shy, and shrinking from notice; but her air, though awkward, was not vulgar, her voice was sweet, and when she spoke  her countenance was pretty. Sir Thomas and Lady Bertram received her very kindly; and Sir Thomas, seeing how much she needed encouragement, tried to be all that was conciliating: but he had to work against a most untoward gravity of deportment; and Lady Bertram, without taking half so much trouble, or speaking one word where he spoke ten, by the mere aid of a good-humored smile, became immediately the less awful character of the two. 

The young people were all at home, and sustained their share in the introduction very well, with much good humor, and no embarrassment, at least on the part of the sons, who, at seventeen and sixteen, and tall of their age, had all the grandeur of men in the eyes of their little cousin. The two girls were more at a loss from being younger and in greater awe of their father, who addressed them on the occasion with rather an injudicious particularity. But they were too much used to company and praise to have anything like natural shyness; and their confidence increasing from their cousin's total want of it, they were soon able to take a full survey of her face and her frock in easy indifference. 

They were a remarkably fine family, the sons very well-looking, the daughters decidedly handsome, and all of them well-grown and forward of their age, which produced as striking a difference between the cousins in person, as education had given to their address; and no one would have supposed the girls so nearly of an age as they really were. There were in fact but two years between the youngest and Fanny. Julia Bertram was only twelve, and Maria but a year older.

The little visitor meanwhile was as unhappy as possible. Afraid of everybody, ashamed of herself, and longing for the home she had left, she knew not how to look up, and could scarcely speak to be heard, or without crying. Mrs. Norris had been talking to her the whole way from Northampton of Fanny’s wonderful good fortune, and the extraordinary degree of gratitude and good behavior which it ought to produce, and her consciousness of misery was therefore increased by the idea of its being a wicked thing for her not to be happy.

The fatigue, too, of so long a journey, became soon no trifling evil. In vain were the well-meant condescensions of Sir Thomas, and all the officious prognostications of Mrs. Norris that she would be a good girl; in vain did Lady Bertram smile and make her sit on the sofa with herself and pug, and  vain was even the sight of a gooseberry tart towards giving her comfort; she could scarcely swallow two mouthfuls before tears interrupted her, and sleep seeming to be her likeliest friend, she was taken to finish her sorrows in bed.

“This is not a very promising beginning,” said Mrs. Norris, when Fanny had left the room. “After all that I said to her as we came along, I thought she would have behaved better; I told her how much might depend upon her acquitting herself well at first. I wish there may not be a little sulkiness of temper—her poor mother had a good deal; but we must make allowances for such a child—and I do not know that her being sorry to leave her home is really against her, for, with all its faults, it was her home, and she cannot as yet understand how much she has changed for the better; but then there is moderation in all things.”

It required a longer time, however, than Mrs. Norris was inclined to allow to reconcile Fanny to the novelty of Mansfield Park, and the separation from everybody she had been used to. Her feelings were very acute and too little understood to be properly attended to. Nobody meant to be unkind, but nobody put themselves out of their way to secure her comfort.

Fanny, whether near or from her cousins, whether in the schoolroom, the drawing-room, or the shrubbery, was equally forlorn, finding something to fear in every person and place. She was disheartened by Lady Bertram's silence, awed by Sir Thomas's grave looks, and quite overcome by Mrs. Norris's admonitions. Her elder cousins mortified her by reflections on her size, and abashed her by noticing her shyness: Miss Lee wondered at her ignorance, and the maid-servants sneered at her clothes; and when to these sorrows was added the idea of the brothers and sisters among whom she had always been important as playfellow, instructress, and nurse, the despondence that sunk her little heart was severe.

The main purpose of the highlighted paragraph is to

Possible Answers:

show Mrs. Norris's lack of empathy with Fanny's situation.

highlight Mrs. Norris's disappointment with Fanny.

argue that Fanny doesn't understand her own feelings.

contrast Fanny's feelings with the behavior of the rest of the family.

Correct answer:

contrast Fanny's feelings with the behavior of the rest of the family.

Explanation:

Whenever the SAT asks you to determine the main purpose of a line, sentence, or paragraph within a passage, your job is to first consider the paragraph itself and what it's saying and then to consider the surrounding information and then determine how the section in question fits into that context. The eighth paragraph explains that Fanny took a while to settle in a Mansfield Park. It goes on to explain that this was partially because - even though no one was unkind to her - no one helped her get comfortable with her surroundings. The paragraph before talks about Mrs. Norris's opinions on Fanny's first weeks, and the paragraph after continues to talk about Fanny's discomfort as part of the Mansfield Park household. Because the big shift in this part of the passage is between talking about Mrs. Norris's disappointment and Fanny's own feelings, the best answer is "contrast Fanny's feelings with the behavior of the rest of the family."

"Highlight Mrs. Norris's disappointment with Fanny" can be eliminated because while the previous paragraph does discuss Mrs. Norris's disappointment, this paragraph does not and instead discusses Fanny's feelings. Similar to that, "show Mrs. Norris's lack of empathy with Fanny's situation" can be eliminated because the focus of the paragraph is on Fanny, not Mrs. Norris. "Argue that Fanny doesn't understand her own feelings" is too literal: while the narrator does say that Fanny's feelings were "too little understood," establishing that Fanny doesn't understand her own feelings isn't the point of the paragraph.

Example Question #1 : Function Of A Word Or Phrase

Passage 2 is adapted from Benjamin Rush, "Thoughts upon Female Education". Originally published 1787.

A philosopher once said, "let me make all the ballads of a country and I care not who makes its laws." He might with more propriety have said, let the ladies of a country be educated properly, and they will not only make and administer its laws, but form its manners and character. It would require a lively imagination to describe, or even to comprehend, the happiness of a country where knowledge and virtue were generally diffused among the female sex. Our young men would then be restrained from vice by the terror of being banished from their company. The loud laugh and the malignant smile, at the expense of innocence or of personal infirmities– the feats of successful mimicry and the low priced wit which is borrowed from a misapplication of scripture phrases– would no more be considered as recommendations to the society of the ladies. A double-entendre in their presence would then exclude a gentleman forever from the company of both sexes and probably oblige him to seek an asylum from contempt in a foreign country.

If I am wrong in those opinions in which I have taken the liberty of departing from the general and fashionable habits of thinking I am sure you will discover and pardon my mistakes. But if I am right, I am equally sure you will adopt my opinions for to enlightened minds truth is alike acceptable, whether it comes from the lips of age or the hand of antiquity or whether it be obtruded by a person who has no other claim to attention than a desire of adding to the stock of human happiness.

To you, young ladies, an important problem is committed for solution: whether our present plan of education be a wise one and whether it be calculated to prepare you for the duties of social and domestic life. I know that the elevation of the female mind, by means of moral, physical, and religious truth, is considered by some men as unfriendly to the domestic character of a woman. But this is the prejudice of little minds and springs from the same spirit which opposes the general diffusion of knowledge among the citizens of our republics.If men believe that ignorance is favorable to the government of the female sex, they are certainly deceived, for a weak and ignorant woman will always be governed with the greatest difficulty. It  will be in your power ladies, to correct the mistakes and practice of our sex upon these subjects by demonstrating that the female temper can only be governed by reason and that the cultivation of reason in women is alike friendly to the order of nature and to private as well as public happiness. 

The first sentence of the second paragraph of the passage is primarily intended as

Possible Answers:

a statement questioning the decisions of his opponents.

a statement acknowledging his lack of worldly knowledge.

a request that his audience correct his misconceptions.

a statement meant to be taken ironically.

Correct answer:

a statement meant to be taken ironically.

Explanation:

Whenever a question asks for the function of a particular statement, remember to first look at the meaning of the statement itself and then to consider it in its context to figure out what purpose it serves. In the first sentence of the second paragraph, Rush says that if he's wrong in thinking that women's education is important that someone will point out the error in his argument. However, the next sentence goes on to say that should he be right that he expects others to change their ways. The first sentence isn't necessarily supposed to be taken literally - it's a way for Rush to say that he is sure in what he says. "A statement meant to be taken ironically" is therefore correct.

"A request that his audience correct his misconceptions" is much too literal, since Rush's argument makes clear that he believes this line of reasoning to be sound. "A statement questioning the decisions of his opponents" can be eliminated based on the fact that his opponents decisions are not discussed. "A statement acknowledging his lack of worldly knowledge" can be eliminated because Rush is obviously knowledgeable on the subject of women's education.

Example Question #2 : Function Of A Word Or Phrase

The following passage is adapted from Ricki Lewis, "Did Donkeys Arise from an Inverted Chromosome?", originally published 2018 in PLOSOne Blogs.

In the world of genome sequencing, donkeys haven’t received nearly as much attention as horses. But now a report on a new-and-improved genome sequence of Willy, a donkey (Equus asinus) jack 5 born at the Copenhagen Zoo in 1997, appears in the new issue of Science Advances, from Gabriel Renaud, of the Centre for GeoGenetics, Natural History Museum of Denmark. (A female is a jenny or jennet.) The new view provides clues to how donkeys may have branched from horses along the tree of evolution.

Horses and their relatives, past and present, are genetically peculiar in that their chromosomes are rearranged, with respect to each other. That should  prevent them from producing viable hybrids – yet they do. Donkeys have 62 chromosomes and horses have 64. A mule comes from the mating of a male donkey and a female horse, and has 63 chromosomes. Mules are known for their  intelligence, calm, stamina, and persistence. Their horse-like bodies perched on donkey-like limbs make them ideal for hauling tourists around the Grand Canyon and schlepping supplies in combat situations. The ears are large like those of the horse mom, and mules make a sound that begins as a whinny and becomes a bray.

The complementary couple, a female donkey and a male horse, produces a hinny, smaller than a mule. Hinnies are the flip side of the mule, with a donkey’s physique atop horsey limbs, and short donkey ears. They’re rarer than mules, but also have 63 chromosomes. It’s easy to mix them up.

Comparing Willy’s genome to a horse genome revealed their close evolutionary relationship. Only about 15% of horse genes aren’t also in the donkey genome, and only about 10% of a donkey’s genes don’t have counterparts in the horse. Most of the genes that they share provide basic “housekeeping” functions like dismantling proteins, repairing DNA, enabling embryonic development, and controlling cell division. So that’s why a copy of each genome can smush together to yield mules and hinnies.

A second form of information encoded in genomes, in addition to the A, C, T, G sequence, is the pattern of whether the two variants of individual genes are different (heterozygous) or the same (homozygous). Many contiguous homozygous genes form a “run of homozygosity” (ROH).

An ROH indicates a chromosome chunk, perhaps as long as millions of DNA bases, that’s the same from each of an individual’s parents, who in turn inherited it from a shared ancestor, like a grandparent that cousins share. The longer the ROH, the more recent the shared ancestor, because it takes time for mutations to accrue that would break the sameness of the sequence.

Scrutinizing ROHs can reveal recent inbreeding and domestication, help to reconstruct possible branching patterns of evolution, and, more practically, help ancestry companies assign the DNA in spit samples to geographic areas where people’s ancestors might have come from. The new study compared ROHs for the three zebra and three ass species, confirming that Willy’s most recent ancestors were Somali wild asses.

The researchers used Chicago HiRise assembly technology to up the quality of Willy’s genome sequence. “This new assembly allowed us to identify fine chromosomal rearrangements between the horse and the donkey that likely played an active role in their divergence and, ultimately, speciation,” they write.

The bigger pieces enabled them to zero in on DNA sequences where chromosomes contort, such as inversions (where a sequence flips) or translocations (where different chromosome types exchange parts). These events could have fueled the reproductive isolation of small populations that can expand into speciation.

If eventually sperm with one inverted chromosome fertilized eggs with the same inversion, animals would have been conceived in which both copies of the chromosome are inverted – and they’d be fertile with each other, but not with horses. Once a subpopulation with the inversion became established, further genetic changes would separate them further from the ancestral horse.

The author references “spit samples” in the highlighted line in order to

Possible Answers:

clarify how the team got its samples for analysis.

argue against using ROH studies for unscientific purposes.

explain why ROH studies are economically important.

relate a scientific term to its better-known use.

Correct answer:

relate a scientific term to its better-known use.

Explanation:

In the context of the paragraph, the author uses "spit samples" as part of a list explaining how ROHs are used. In this case, companies that look at a person's ancestry use them to determine what part of the world their ancestors are from. This most closely matches "relate a scientific term to its better-known use." It takes the idea of an ROH and gives an example of how it is used outside the world of academic evolutionary genetics.

Among the other answers, "explain why ROH studies are economically important" can be eliminated because the passage doesn't explain the economic impact of using the ROHs for ancestry studies, "clarify how the team got its samples for analysis" can be eliminated because the passage is talking about the general practice of using spit samples, not how the team got their samples, and "argue against using ROH studies for unscientific purposes" can be eliminated because the author isn't making a value judgment about whether genetic analysis should be used outside of a scientific context.

Example Question #1 : Graphs And Tables

This passage is adapted from Adam K. Fetterman and Kai Sassenberg, “The Reputational Consequences of Failed Replications and Wrongness Admission among Scientists", first published in December 2015 by PLOS ONE.

We like to think of science as a purely rational. However, scientists are human and often identify with their work. Therefore, it should not be controversial to suggest that emotions are involved in replication discussions. Adding to this inherently emotionally volatile situation, the recent increase in the use of social media and blogs by scientists has allowed for instantaneous, unfiltered, and at times emotion-based commentary on research. Certainly social media has the potential to lead to many positive outcomes in science–among others, to create a more open science. To some, however, it seems as if this ease of communication is also leading to the public tar and feathering of scientists. Whether these assertions are true is up for debate, but we assume they are a part of many scientists’ subjective reality. Indeed, when failed replications are discussed in the same paragraphs as questionable research practices, or even fraud, it is hard to separate the science from the scientist. Questionable research practices and fraud are not about the science; they are about the scientist. We believe that these considerations are at least part of the reason that we find the overestimation effect that  we do, here.

[Sentence 1] Even so, the current data suggests that while many are worried about how a failed replication would affect their reputation, it is probably not as bad as they think. Of course, the current data cannot provide evidence that there are no negative effects; just that the negative impact is overestimated. That said, everyone wants to be seen as competent and honest, but failed replications are a part of science. In fact, they are how science moves forward!

[Sentence 2] While we imply that these effects may be exacerbated by social media, the data cannot directly speak to this. However, any one of a number of cognitive biases may add support to this assumption and explain our findings. For example, it may be that a type of availability bias or pluralistic ignorance of which the more vocal and critical voices are leading individuals to judge current opinions as more negative than reality. As a result, it is easy to conflate discussions about direct replications with “witch- hunts” and overestimate the impact on one’s own reputation. Whatever the source may be, it is worth looking at the potential negative impact of social media in scientific conversations.

[Sentence 3] If the desire is to move science forward, scientists need to be able to acknowledge when they are wrong. Theories come and go, and scientists learn from their mistakes (if they can even be called “mistakes”). This is the point of science. However, holding on to faulty ideas flies in the face of the scientific method. Even so, it often seems as if scientists have a hard time admitting wrongness. This seems doubly true when someone else fails to replicate a scientist’s findings. Even so, it often seems as if scientists have a hard time admitting wrongness. This seems doubly true when someone else fails to replicate a scientist’s findings. In some cases, this may be the proper response. Just as often, though, it is not. In most cases, admitting wrongness will have relatively fewer ill effects on one’s reputation than not admitting and it may be better for reputation. It could also be that wrongness admission repairs damage to reputation.

It may seem strange that others consider it less likely that questionable research practices, for example, were used when a scientist admits that they were wrong. [Sentence 4] However, it does make sense from the standpoint that wrongness admission seems to indicate honesty. Therefore, if one is honest in one domain, they are likely honest in other domains. Moreover, the refusal to admit might indicate to others that the original scientist is trying to cover something up. The lack of significance of most of the interactions in our study suggests that it even seems as if scientists might already realize this. Therefore, we can generally suggest that scientists admit they are wrong, but only when the evidence suggests they should.

The chart below maps how scientists view others' work (left) and how they suspect others will view their own work (right) if the researcher (the scientist or another, depending on the focus) admitted to engaging in questionable research practices.

Screen shot 2020 08 20 at 3.28.58 pm

Adapted from Fetterman & Sassenberg, "The Reputational Consequences of Failed Replications and Wrongness Admission among Scientists." December 9, 2015, PLOS One.

Which statement from the passage is most directly supported by the information provided in the graph?

Possible Answers:

Sentence 4 ("However, it ... domains")

Sentence 2 ("While we ... findings")

Sentence 1 ("Even so ... overestimated")

Sentence 3 ("If the ... mistakes")")

Correct answer:

Sentence 1 ("Even so ... overestimated")

Explanation:

This question asks you to link the graph to the set of lines within the passage that it best supports. Since you are looking for direct evidence here, the best course of action is to consider what you're being told within the graph and then use process of elimination to link that to one of the statements given. The graph suggests that scientists viewed others who admitted to wrongdoing with less suspicion than they viewed people who did not admit to wrongdoing. However, scientists believed that others would view them as less trustworthy if they admitted to wrongdoing.

Sentence 1 states that while scientists are worried about what will happen to their reputations if they admit to wrongdoing but are probably worrying more about it than is warranted. This matches the information given - scientists viewed others who admitted to wrongdoing with less suspicion than those who didn't admit to it (but who did something wrong).

Sentence 2 deals with the role of social media within this debate. Since the graph gives no information about the effect of social media, so this option can be eliminated.

Sentence 3 gives a potential course of action - that scientists should admit to their mistakes so that science can move forward. However, this isn't mentioned in the graph, so this option can be eliminated.

Sentence 4 gives an explanation for why the data in the graph may have occurred, but it isn't supported by the graph itself. (Be careful to not get the causality backwards here - you are looking for a statement that is supported by the graph, not the other way around!)

Example Question #2 : Graphs And Tables

The following passage and corresponding figure are from Emilie Reas. "How the brain learns to read: development of the “word form area”", PLOS Neuro Community, 2018.

The ability to recognize, process and interpret written language is a uniquely human skill that is acquired with remarkable ease at a young age. But as anyone who has attempted to learn a new language will attest, the brain isn’t “hardwired” to understand written language. In fact, it remains somewhat of a mystery how the brain develops this specialized ability. Although researchers have identified brain regions that process written words, how this selectivity for language develops isn’t entirely clear. 

Earlier studies have shown that the ventral visual cortex supports recognition of an array of visual stimuli, including objects, faces, and places. Within this area, a subregion in the left hemisphere known as the “visual word form area” (VWFA) shows a particular selectivity for written words. However, this region is characteristically plastic. It’s been proposed that stimuli compete for representation in this malleable area, such that “winner takes all” depending on the strongest input. That is, how a site is ultimately mapped is dependent on what it’s used for in early childhood. But this idea has yet to be confirmed, and the evolution of specialized brain areas for reading in children is still poorly understood.

In their study, Dehaene-Lambertz and colleagues monitored the reading abilities and brain changes of ten six-year old children to track the emergence of word specialization during a critical development  period. Over the course of their first school-year, children were assessed every two months with reading evaluations and functional MRI while viewing words and non-word images (houses, objects, faces, bodies). As expected, reading ability improved over the year of first grade, as demonstrated by increased reading speed, word span, and phoneme knowledge, among other measures.

Even at this young age, when reading ability was newly acquired, words evoked widespread left-lateralized brain activation. This activity increased over the year of school, with the greatest boost occurring after just the first few months. Importantly, there were no similar activation increases in response to other stimuli, confirming that these adaptations were specific to reading ability, not a general effect of development or education. Immediately after school began, the brain volume specialized for reading also significantly increased. Furthermore, reading speed was associated with greater activity, particularly in the VWFA. The researchers found that activation patterns to words became more reliable with learning. In contrast, the patterns for other categories remained stable, with the exception of numbers, which may reflect specialization for symbols (words and numbers) generally, or correlation with the simultaneous development of mathematics skills.

What predisposes one brain region over another to take on this specialized role for reading words? Before school, there was no strong preference for any other category in regions that would later become word-responsive. However, brain areas that were destined to remain “non-word” regions showed more stable responses to non-word stimuli even before learning to read. Thus, perhaps the brain takes advantage of unoccupied real-estate to perform the newly acquired skill of reading.

These findings add a critical piece to the puzzle of how reading skills are acquired in the developing child brain. Though it was already known that reading recruits a specialized brain region for words, this study reveals that this occurs without changing the organization of areas already specialized for other functions. The authors propose an elegant model for the developmental brain changes underlying reading skill acquisition. In the illiterate child, there are adjacent columns or patches of cortex either tuned to a specific category, or not yet assigned a function. With literacy, the free subregions become tuned to words, while the previously specialized subregions remain stable.

The rapid emergence of the word area after just a brief learning period highlights the remarkable plasticity of the developing cortex. In individuals who become literate as adults, the same VWFA is present. However, in contrast to children, the relation between reading speed and activation in this area is weaker in adults, and a single adult case-study by the authors showed a much slower, gradual development of the VWFA over a prolonged learning period of several months. Whatever the reason, this region appears primed to rapidly adopt novel representations of symbolic words, and this priming may peak at a specific period in childhood. This finding underscores the importance of a strong education in youth. The authors surmise that “the success of education might also rely on the right timing to benefit from the highest neural plasticity. Our results might also explain why numerous academic curricula, even in ancient civilizations, propose to teach reading around seven years.”

The figure below shows different skills mapped to different sites in the brain before schooling and then with and without school. Labile sites refer to sites that are not currently mapped to a particular skill.

Screen shot 2020 08 20 at 3.23.45 pm

Does the information in the figure support the “winner takes all” theory?

Possible Answers:

Yes, because it shows that each cortical column is only attuned to a single skill.

No, because it shows different patterns in children with and without schooling.

No, because it only addresses what skills are represented in each region, not the representation of stimuli.

Yes, because it shows that in children without schooling that faces are better represented within the given subregion than tools are.

Correct answer:

No, because it only addresses what skills are represented in each region, not the representation of stimuli.

Explanation:

This question requires two pieces of information. First, it requires you to understand the idea behind the "winner takes all" theory. The theory states that the function for which a site is mapped depends on what it is used on in early childhood. Second, you need to understand whether the information presented in the figure matches this statement. You are shown that before schooling, there are a set of "labile" sites (unmapped sites) and sites that are keyed to different skills like tools, faces, and houses. With schooling, some of the labile sites become mapped to words. Without schooling, those same labile sites become mapped to one of the skills already represented. However, the figure does not show how the labile sites were used in early childhood, only how information was later mapped onto the brain. You therefore cannot conclude that there is support for "winner takes all" since there is no discussion of the representation of stimuli.

Example Question #1 : Graphs And Tables

The following passage and corresponding figure are from Emilie Reas. "How the brain learns to read: development of the “word form area”", PLOS Neuro Community, 2018.

The ability to recognize, process and interpret written language is a uniquely human skill that is acquired with remarkable ease at a young age. But as anyone who has attempted to learn a new language will attest, the brain isn’t “hardwired” to understand written language. In fact, it remains somewhat of a mystery how the brain develops this specialized ability. Although researchers have identified brain regions that process written words, how this selectivity for language develops isn’t entirely clear. 

Earlier studies have shown that the ventral visual cortex supports recognition of an array of visual stimuli, including objects, faces, and places. Within this area, a subregion in the left hemisphere known as the “visual word form area” (VWFA) shows a particular selectivity for written words. However, this region is characteristically plastic. It’s been proposed that stimuli compete for representation in this malleable area, such that “winner takes all” depending on the strongest input. That is, how a site is ultimately mapped is dependent on what it’s used for in early childhood. But this idea has yet to be confirmed, and the evolution of specialized brain areas for reading in children is still poorly understood.

In their study, Dehaene-Lambertz and colleagues monitored the reading abilities and brain changes of ten six-year old children to track the emergence of word specialization during a critical development  period. Over the course of their first school-year, children were assessed every two months with reading evaluations and functional MRI while viewing words and non-word images (houses, objects, faces, bodies). As expected, reading ability improved over the year of first grade, as demonstrated by increased reading speed, word span, and phoneme knowledge, among other measures.

Even at this young age, when reading ability was newly acquired, words evoked widespread left-lateralized brain activation. This activity increased over the year of school, with the greatest boost occurring after just the first few months. Importantly, there were no similar activation increases in response to other stimuli, confirming that these adaptations were specific to reading ability, not a general effect of development or education. Immediately after school began, the brain volume specialized for reading also significantly increased. Furthermore, reading speed was associated with greater activity, particularly in the VWFA. The researchers found that activation patterns to words became more reliable with learning. In contrast, the patterns for other categories remained stable, with the exception of numbers, which may reflect specialization for symbols (words and numbers) generally, or correlation with the simultaneous development of mathematics skills.

What predisposes one brain region over another to take on this specialized role for reading words? Before school, there was no strong preference for any other category in regions that would later become word-responsive. However, brain areas that were destined to remain “non-word” regions showed more stable responses to non-word stimuli even before learning to read. Thus, perhaps the brain takes advantage of unoccupied real-estate to perform the newly acquired skill of reading.

These findings add a critical piece to the puzzle of how reading skills are acquired in the developing child brain. Though it was already known that reading recruits a specialized brain region for words, this study reveals that this occurs without changing the organization of areas already specialized for other functions. The authors propose an elegant model for the developmental brain changes underlying reading skill acquisition. In the illiterate child, there are adjacent columns or patches of cortex either tuned to a specific category, or not yet assigned a function. With literacy, the free subregions become tuned to words, while the previously specialized subregions remain stable.

The rapid emergence of the word area after just a brief learning period highlights the remarkable plasticity of the developing cortex. In individuals who become literate as adults, the same VWFA is present. However, in contrast to children, the relation between reading speed and activation in this area is weaker in adults, and a single adult case-study by the authors showed a much slower, gradual development of the VWFA over a prolonged learning period of several months. Whatever the reason, this region appears primed to rapidly adopt novel representations of symbolic words, and this priming may peak at a specific period in childhood. This finding underscores the importance of a strong education in youth. The authors surmise that “the success of education might also rely on the right timing to benefit from the highest neural plasticity. Our results might also explain why numerous academic curricula, even in ancient civilizations, propose to teach reading around seven years.”

The figure below shows different skills mapped to different sites in the brain before schooling and then with and without school. Labile sites refer to sites that are not currently mapped to a particular skill.

Screen shot 2020 08 20 at 3.23.45 pm

Based on the information given in the passage and the figure, which of the following is true?

Possible Answers:

Words associated with particular objects are always mapped onto the region next to where information about the object is formed.

Students who become literate experience a decrease in their ability to recognize faces.

New information associated with words is mapped onto labile sites rather than onto sites already dedicated to a particular skill.

Becoming literate is more difficult for adults because many of the sites that could be attuned to words are already tuned to other objects.

Correct answer:

New information associated with words is mapped onto labile sites rather than onto sites already dedicated to a particular skill.

Explanation:

This question asks you to draw a valid conclusion from the information given in the graph. And since it gives no information or context as to what you're looking for, the best course of action is simply to examine each answer choice and determine which has support within the graph and which does not. "Students who become literate experience a decrease in their ability to recognize faces" can be eliminated based on a careful examination of the figure. Between the starting figure and the literate figure, none of the sites dedicated to faces goes away. There are just fewer additional sites dedicated to faces in the literate figure than in the non-schooled figure. "Words associated with particular objects are always mapped onto the region next to where information about the object is formed" can also be eliminated since the figure doesn't give any indication as to the type of words mapped in the word areas, so there is no way to tell if this is true. "Becoming literate is more difficult for adults because many of the sites that could be attuned to words are already tuned to other objects" can similarly not be supported by the figure since the figure doesn't address the difference between adults and children. "New information associated with words is mapped onto labile sites rather than onto sites already dedicated to a particular skill" is clearly supported by the figure, however. Word sites are only mapped onto sites that were previously unoccupied by other skills, supporting the idea that new words are only mapped onto labile sites.

Example Question #1 : Interpreting Graphs

The chart below maps how scientists view others' work (left) and how they suspect others will view their own work (right) if the researcher (the scientist or another, depending on the focus) admitted to engaging in questionable research practices.

Screen shot 2020 08 26 at 9.36.40 am

Adapted from Fetterman & Sassenberg, "The Reputational Consequences of Failed Replications and Wrongness Admission among Scientists." December 9, 2015, PLOS One.

According to the graph, when the focus of the question was on their own actions, scientists

Possible Answers:

correctly assumed that admitting that a study was wrong would not lead to an increase in suspicion of their work.

incorrectly assumed that admitting that a study was wrong would lead others to be more suspicious of their work.

were less likely to admit that a study was wrong if they were more suspicious of other work.

were more likely to admit that a study was wrong if they were more suspicious of other work.

Correct answer:
incorrectly assumed that admitting that a study was wrong would lead others to be more suspicious of their work.
Explanation:

The key to any graph-based question is to make sure to look not just at the graph itself, but also at any additional information that is presented with the graph. In this case, you are told that the bars on the left represent how the scientists would view others' future work if the other person admitted to wrongdoing. Notice that if the other person admitted that they had been wrong that the people surveyed would be less likely to suspect them than if they didn't admit to wrongdoing. In contrast, the bars on the right show how they would anticipate others to react if they admitted to wrongdoing. In this case, they said that others would be more suspicious of their work if they did admit to wrongdoing than if they didn't. The answer that matches this is "incorrectly assumed that admitting that a study was wrong would lead others to be more suspicious of their work". While they assumed that others would be more suspicious of their work if they admitted to wrongdoing, scientists, in general, were less suspicious of individuals who admitted to wrongdoing.

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