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505-555 (Easy)|   Science|   Short Passage|                                    
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For 103, I chose option D. Can anyone kindly explain me why is D wrong ?
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For 103, I chose option D. Can anyone kindly explain me why is D wrong ?

Hi cmatkar,

I'm happy to help explain why D is incorrect.

GMAC loves to test our ability to distinguish different groups mentioned in RC passages. Question 103 is asking about how trials are generally conducted by who? And when? Researchers, CURRENTLY. Being clear who the question is referring to will help us make our call as to what the right answer is and spot why D is wrong.

Here's the question again:

103. According to the passage, which of the following describes a result of the way in which researchers generally conduct clinical trials?
(A) They expend resources on the storage of information likely to be irrelevant to the study they are conducting.
This is our answer since the key problem with the current clinical trial method is that it results in WAY too much data, which is costly to store. From the passage: "Currently, researchers collect far more background information on patients than is strictly required for their trials-substantially more than hospitals collect-thereby escalating costs of data collection, storage, and analysis"

(D) Because they attempt to analyze too much information, they overlook facts that could emerge as relevant to their studies.
Is the problem that they attempt to analyze this information or is it that the problem is there is too much extraneous information to analyze? This answer is describing a problem, but not the one actually, and literally described in the passage.

EMPOWERgmat, calls answers like this Warps. They have the right flavor, but they twist the information enough as to be completely wrong.
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This is regarding question 100.

Option C states that it is best way to sample total population of potential participants.

Can't we conclude C from lines 18-20, stating that "researchers enrol.... Thereby obtaining a more representative sample ".

I got trapped in option A and C, finally selected C because option A mention about " limited applicability of findings" while lines 18-21 only talks about "MORE representative sample"????

This does not mean that findings are of limited applicability.

Could someone please explain to me.

Thank you.

Posted from my mobile device
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vikasbansal227
This is regarding question 100.

Option C states that it is best way to sample total population of potential participants.

Can't we conclude C from lines 18-20, stating that "researchers enrol.... Thereby obtaining a more representative sample ".

I got trapped in option A and C, finally selected C because option A mention about " limited applicability of findings" while lines 18-21 only talks about "MORE representative sample"????

This does not mean that findings are of limited applicability.

Could someone please explain to me.
Actually Question 100 clearly asks us to limit ourselves to "bold section" (lines 21-23) and what is the "inference" of these lines, according to the passage. According to the passage, because researchers "restrict" study participation to only "certain" patients, this is "not" enabling researchers to evaluate a treatment's efficacy for diverse patients under various conditions and to evaluate its effectiveness for different patient subgroups.

This clearly means that currently, the findings of the research have limited applicability. This is what A says.

Coming to C, it says that "it would be the best way to sample the total population of potential patients". One thing that struck me about this optio was the term: "potential" patients. Not sure what "potential" means; my understanding is that "potential" patients would mean people who currently are not patients (means they do have a disease currently), but have a "potential" (say "genetically") to develop that disease. But, there is nothing about "potential patients" metnioned in the passage.

What do you think about this?
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vikasbansal227
This is regarding question 100.

Option C states that it is best way to sample total population of potential participants.

Can't we conclude C from lines 18-20, stating that "researchers enrol.... Thereby obtaining a more representative sample ".

I got trapped in option A and C, finally selected C because option A mention about " limited applicability of findings" while lines 18-21 only talks about "MORE representative sample"????

This does not mean that findings are of limited applicability.

Could someone please explain to me.
Actually Question 100 clearly asks us to limit ourselves to "bold section" (lines 21-23) and what is the "inference" of these lines, according to the passage. According to the passage, because researchers "restrict" study participation to only "certain" patients, this is "not" enabling researchers to evaluate a treatment's efficacy for diverse patients under various conditions and to evaluate its effectiveness for different patient subgroups.

This clearly means that currently, the findings of the research have limited applicability. This is what A says.

Coming to C, it says that "it would be the best way to sample the total population of potential patients". One thing that struck me about this optio was the term: "potential" patients. Not sure what "potential" means; my understanding is that "potential" patients would mean people who currently are not patients (means they do have a disease currently), but have a "potential" (say "genetically") to develop that disease. But, there is nothing about "potential patients" metnioned in the passage.

What do you think about this?

Sure, I'd be happy to offer you some guidance, vikasbansal227.

Here's the issue: it's critical to understand which party question 100 is asking us to make an inference about. Is is Frazier & Mosteller's proposal, or the traditional way?

Frazier and Mosteller propose not only that researchers limit data collection on individual patients but also that researchers enroll more patients in clinical trials, thereby obtaining a more representative sample of the total population with the disease under study. Often researchers restrict study participation to patients who have no ailments besides those being studied.

Question 100 is actually asking about the current, or traditional way of designing clinical trials. Now, given that the traditional way of building a sample in a clinical trial is to often "restrict study participation to patients who have no ailments besides those being studied". Take a look at the difference between A and C in that light:

100) Which of the following can be inferred from the passage about a study of the category of patients referred to in lines 21-23 (bold section)?
(A) Its findings might have limited applicability.

If the results only relate to those suffering from an ailment rather than the population in general, then it's findings MIGHT (key inference question word) have limited applicability. That has to be true. 100%

(C) It would be the best way to sample the total population of potential patients.
This is a trap answer for those who think question 100 is asking us about the Frazier and Mosteller proposal, but as we know, it's not. According to the passage, we can't infer that the traditional way of conducting clinical trials is THE BEST WAY to sample the total population of POTENTIAL patients, because the traditional approach is only to sample those with the illness. That wouldn't include POTENTIAL patients.. Get rid of C.
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For Question 103, why is Option A better than Option C? Is it because it says it avoids the risk of overlooking variables ... which may not be true because all variables cannot be accounted for through information gatheirng?
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Frazier and Mosteller assert that medical research could be improved by a move toward larger, simpler clinical trials of medical treatments. Currently, researchers collect far more background information on patients than is strictly required for their trials — substantially more than hospitals collect — thereby escalating costs of data collection, storage, and analysis. Although limiting information collection could increase the risk that researchers will overlook facts relevant to a study, Frazier and Mosteller contend that such risk, never entirely eliminable from research, would still be small in most studies. Only in research on entirely new treatments are new and unexpected variables likely to arise.

Frazier and Mosteller propose not only that researchers limit data collection on individual patients but also that researchers enroll more patients in clinical trials, thereby obtaining a more representative sample of the total population with the disease under study. Often researchers restrict study participation to patients who have no ailments besides those being studied. A treatment judged successful under these ideal conditions can then be evaluated under normal conditions. Broadening the range of trial participants, Frazier and Mosteller suggest, would enable researchers to evaluate a treatment’s efficacy for diverse patients under various conditions and to evaluate its effectiveness for different patient subgroups. For example, the value of a treatment for a progressive disease may vary according to a patient’s stage of disease. Patients’ ages may also affect a treatment’s efficacy.
1. The passage is primarily concerned with

(A) identifying two practices in medical research that may affect the accuracy of clinical trials

(B) describing aspects of medical research that tend to drive up costs

(C) evaluating an analysis of certain shortcomings of current medical research practices

(D) describing proposed changes to the ways in which clinical trials are conducted

(E) explaining how medical researchers have traditionally conducted clinical trials and how such trials are likely to change


OFFICIAL EXPLANATION


Passage: Clinical Trials

Question: Primary Purpose


The Simple Story

Frazier and Mosteller propose that changing clinical trials could improve medical research. They propose two specific changes. First, they suggest limiting the amount of data collected about patients to save costs. Second, they suggest enrolling more patients in trials to obtain a more representative sample of patients.

Sample Passage Map

Here is one way to map this passage. (Note: abbreviate as desired!)

F+M: change clin trials

1) Less data à save $

2) More patients à more represent

Step 1: Identify the Question

The words primarily concerned with in the question stem indicate that this is a Primary Purpose, or Main Idea, question.

Step 2: Find the Support

For Main Idea questions, the answer will come from your overall understanding of the passage and your passage map.

Step 3: Predict an Answer

Remind yourself of your brief summary of the passage.

The passage presents two specific changes to clinical trials that have been suggested as ways to improve medical research.

Step 4: Eliminate and Find a Match

(A) The passage does suggest that limiting the patients selected for trials (second paragraph) may limit the applicability of results to broad patient populations. The other concern presented (the collection of excessive data), however, affects costs; it does not influence accuracy.

(B) The collection of data is discussed as a factor that drives up costs. The second concern discussed, the restriction of patients selected for studies, is not discussed related to costs. It’s likely that the change that Frazier and Mostellar propose in the second paragraph (larger clinical trials) would increase costs—but that is not the focus of this suggestion.

(C) The passage does discuss potential shortcomings of clinical trials, but the passage does not provide an evaluation of this analysis. Rather, the passage simply presents F & M’s proposed changes.

(D) CORRECT. Two specific changes to clinical trials are proposed in the passage.

(E) Current practices and proposed changes for clinical trials are discussed in the passage. The passage does not address whether the proposed changes are likely to happen.
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Question number 5:
I chose C

In option A, nowhere in the first paragraph has it been mentioned or trying to mean that "information likely to be irrelevant to the study". Even from the statement "Only in research on entirely new treatments are new and unexpected variables likely to arise.", one cannot deduce the fact that "information likely to be irrelevant to the study"

I chose C because from the statement "Although limiting information collection could increase the risk that researchers will overlook facts relevant to a study", we can understand that the researchers could be trying to overlook facts relevant to a study by collection more information.

Please explain where is my understanding wrong.
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Question number 5:
I chose C

In option A, nowhere in the first paragraph has it been mentioned or trying to mean that "information likely to be irrelevant to the study". Even from the statement "Only in research on entirely new treatments are new and unexpected variables likely to arise.", one cannot deduce the fact that "information likely to be irrelevant to the study"

I chose C because from the statement "Although limiting information collection could increase the risk that researchers will overlook facts relevant to a study", we can understand that the researchers could be trying to overlook facts relevant to a study by collection more information.

Please explain where is my understanding wrong.
Quote:
5. According to the passage, which of the following describes a result of the way in which researchers generally conduct clinical trials?

(A) They expend resources on the storage of information likely to be irrelevant to the study they are conducting.

(B) They sometimes compromise the accuracy of their findings by collecting and analyzing more information than is strictly required for their trials.

(C) They avoid the risk of overlooking variables that might affect their findings, even though doing so raises their research costs.

(D) Because they attempt to analyze too much information, they overlook facts that could emerge as relevant to their studies.

(E) In order to approximate the conditions typical of medical treatment, they base their methods of information collection on those used by hospitals.
As described towards the end of this post, collecting extra information will never eliminate the risk of overlooking facts relevant to the study.

So even though researchers currently collect far more background information on patients than is strictly required, they do not avoid the risk of overlooking variables that might affect their findings. According to the passage, no matter how much information is collected, that risk will never be eliminated. So (E) is not correct.

As for choice (A), we are specifically told that "researchers collect far more background information on patients than is strictly required for their trials." From that, we can immediately infer that they collect information that is not needed and thus likely to be irrelevant.

Taking it a bit further, according to the author, "limiting information collection could increase the risk that researchers will overlook facts relevant to a study." However, even if information collection is reduced, the risk of overlooking facts relevant to the study will still be small. This suggests that increasing the amount of information collected does NOT significantly decrease the risk of overlooking facts relevant to the study.

So we can infer that increasing the amount of information collected would not significantly increase the amount of relevant data. This implies that most of the additional information is irrelevant.

In other words, if you increase the amount of information collected, most of it will likely be irrelevant. Thus, most of that information is LIKELY to be irrelevant to the study.

I hope that helps!
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2. Which of the following can be inferred from the passage about a study of the category of patients referred to in lines 20 - 22 [Often researchers restrict study participation to patients who have no ailments besides those being studied.]?

(A) Its findings might have limited applicability.

(B) It would be prohibitively expensive in its attempt to create ideal conditions.

(C) It would be the best way to sample the total population of potential patients.

(D) It would allow researchers to limit information collection without increasing the risk that important variables could be overlooked.

(E) Its findings would be more accurate if it concerned treatments for a progressive disease than if it concerned treatments for a nonprogressive disease.

The OG explanation states: "The passage then states
that researchers often restrict (lines 20–22) their trials to certain types of patients, therefore limiting the
applicability of their findings."

I have re-read 15-22 and do not see any mention of limited applicability for these findings?

They are talking about adding more patients to the study, in addition the ones already being studied and the control group, so B looks more correct to me
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bpdulog
2. Which of the following can be inferred from the passage about a study of the category of patients referred to in lines 20 - 22 [Often researchers restrict study participation to patients who have no ailments besides those being studied.]?

(A) Its findings might have limited applicability.

(B) It would be prohibitively expensive in its attempt to create ideal conditions.

(C) It would be the best way to sample the total population of potential patients.

(D) It would allow researchers to limit information collection without increasing the risk that important variables could be overlooked.

(E) Its findings would be more accurate if it concerned treatments for a progressive disease than if it concerned treatments for a nonprogressive disease.

The OG explanation states: "The passage then states
that researchers often restrict (lines 20–22) their trials to certain types of patients, therefore limiting the
applicability of their findings."

I have re-read 15-22 and do not see any mention of limited applicability for these findings?

They are talking about adding more patients to the study, in addition the ones already being studied and the control group, so B looks more correct to me
Question #2 refers to a study in which researchers restrict study participation to patients who have no ailments besides those being studied.

Quote:
A treatment judged successful under these ideal conditions can then be evaluated under normal conditions.
In such a study, researchers are looking at IDEAL conditions. If the treatment is successful, researchers can THEN evaluate the treatment under normal conditions. So right away, this implies that the restricted study does NOT give us information about the treatment under normal conditions. Further research is needed to test the treatment under normal conditions. The findings of the restricted study are only applicable under ideal conditions. This implies that the findings are limited in scope.

The author then contrasts such studies with studies in which patient participation is NOT restricted. This would allow researchers to obtain "a more representative sample of the total population."

Quote:
Broadening the range of trial participants, Frazier and Mosteller suggest, would enable researchers to evaluate a treatment’s efficacy for diverse patients under various conditions and to evaluate its effectiveness for different patient subgroups.
So in an unrestricted study, researchers can study diverse patients and various conditions. In a restricted study, researchers can only study the restricted population under ideal conditions.

Although not stated directly, we can infer that the findings of a restricted study are limited in applicability when compared to the findings of an unrestricted study.

I hope that helps!
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aviejay
Question number 5:
I chose C

In option A, nowhere in the first paragraph has it been mentioned or trying to mean that "information likely to be irrelevant to the study". Even from the statement "Only in research on entirely new treatments are new and unexpected variables likely to arise.", one cannot deduce the fact that "information likely to be irrelevant to the study"

I chose C because from the statement "Although limiting information collection could increase the risk that researchers will overlook facts relevant to a study", we can understand that the researchers could be trying to overlook facts relevant to a study by collection more information.

Please explain where is my understanding wrong.
Quote:
5. According to the passage, which of the following describes a result of the way in which researchers generally conduct clinical trials?

(A) They expend resources on the storage of information likely to be irrelevant to the study they are conducting.

(B) They sometimes compromise the accuracy of their findings by collecting and analyzing more information than is strictly required for their trials.

(C) They avoid the risk of overlooking variables that might affect their findings, even though doing so raises their research costs.

(D) Because they attempt to analyze too much information, they overlook facts that could emerge as relevant to their studies.

(E) In order to approximate the conditions typical of medical treatment, they base their methods of information collection on those used by hospitals.
As described towards the end of this post, collecting extra information will never eliminate the risk of overlooking facts relevant to the study.

So even though researchers currently collect far more background information on patients than is strictly required, they do not avoid the risk of overlooking variables that might affect their findings. According to the passage, no matter how much information is collected, that risk will never be eliminated. So (E) is not correct.

As for choice (A), we are specifically told that "researchers collect far more background information on patients than is strictly required for their trials." From that, we can immediately infer that they collect information that is not needed and thus likely to be irrelevant.

Taking it a bit further, according to the author, "limiting information collection could increase the risk that researchers will overlook facts relevant to a study." However, even if information collection is reduced, the risk of overlooking facts relevant to the study will still be small. This suggests that increasing the amount of information collected does NOT significantly decrease the risk of overlooking facts relevant to the study.

So we can infer that increasing the amount of information collected would not significantly increase the amount of relevant data. This implies that most of the additional information is irrelevant.

In other words, if you increase the amount of information collected, most of it will likely be irrelevant. Thus, most of that information is LIKELY to be irrelevant to the study.

I hope that helps!

Hi GMATNinja

I have a follow up on Q5..

On option A) -- the term "resources expended" ... I read this and eliminated the answer choice based on this term specifically, not anything else ... When I read the term, I immediately thought about "Manpower" or "Human Resources" actually expending their time and energy in order to store information ... How can you be sure that "Expended resources" refers to extra costs and not manpower / time or energy ..


On the other hand, I liked C for the following two terms

They avoid the Risk
and

"MIGHT"

Doesn't these terms suggest the answer choice is flexible ...The answer does not use extreme language like , it ALWAYS avoids the risks blah blah

It seems these two terms indicate flexibility that Frazier and Mosteller contend that such risk were never entirely eliminable from research
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[email protected], let's talk through your concerns with (A) first:


On option A) -- the term "resources expended" ... I read this and eliminated the answer choice based on this term specifically, not anything else ... When I read the term, I immediately thought about "Manpower" or "Human Resources" actually expending their time and energy in order to store information ... How can you be sure that "Expended resources" refers to extra costs and not manpower / time or energy ..
When you read through an answer choice (or passage, for that matter), be careful about paraphrasing or rewording the language. Could "resources" mean "human resources"? Sure, but it could also mean money, or space, or any number of other factors. If the answer choice doesn't specify one or another, bringing in that outside knowledge or bias is not going to help you answer the question as written.

In the passage, the author states that collecting more patient information than necessary increases the "costs of data collection, storage, and analysis." These are the costs that correspond to the "resources expended" mentioned in answer choice (A).

One other note: it is true that one word can change the meaning of an answer choice, but you should always read the answer choice as a whole and make a decision based on the overall context. Hyper-focusing on specific words without understanding the broader logic of the answer choice will lead to errors. This showed up again in your analysis of answer (C), so let's take a look at that:

Quote:
On the other hand, I liked C for the following two terms

They avoid the Risk and

"MIGHT"

Doesn't these terms suggest the answer choice is flexible ...The answer does not use extreme language like , it ALWAYS avoids the risks blah blah

It seems these two terms indicate flexibility that Frazier and Mosteller contend that such risk were never entirely eliminable from research

Again, the word "might" by itself does not make the answer choice correct. You need to understand the answer choice as a whole in order to make a decision about it.

Here's (C) again:

Quote:
(C) They avoid the risk of overlooking variables that might affect their findings, even though doing so raises their research costs.
The first part states that the researchers "avoid the risk of overlooking variables." This contradicts the information in the passage, which states that the risk is "never entirely eliminable from research." A different modifier on this portion of the answer choice would indeed change the meaning of the statement, but you have to look at exactly the words that are given.

Moving on to the next piece: the "might" does introduce some flexibility, as you say, but about what exactly? About "variables that (might) affect their findings." When taken in context of the first part of the statement, this is just saying that the researcher are avoiding variables that could be relevant. This is still contradicts the piece of the passage quoted above.

Overall, it may be tempting to jump at a particular modifier, but understanding the statement in its entirety is one key to nailing the question.

I hope this helps!
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101) It can be inferred from the passage that a study limited to patients like those mentioned in lines 21-23 would have which of the following advantages over the kind of study proposed by Frazier and Mosteller?

(A) It would yield more data and its findings would be more accurate.
(B) It would cost less in the long term, though it would be more expensive in its initial stages.
(C) It would limit the number of variables researchers would need to consider when evaluating the treatment under study.
(D) It would help researchers to identify subgroups of patients with secondary conditions that might also be treatable.
(E) It would enable researchers to assess the value of an experimental treatment for the average patient.

"Often researchers restrict study participation to patients who have no ailments besides those being studied". The researchers first evaluate the treatment under ideal conditions (smaller range of patients, fewer variables) and THEN evaluate the treatment under normal conditions (broader range of subjects, more variables, such as the presence of other ailments). The advantage of this approach is that it limits the number of variables researchers need to consider when evaluating the treatment under study; hence, choice C is correct. Frazier and Mosteller, on the other hand, recommended STARTING the research with a broad range of diverse patients. We can infer that the disadvantage to this approach is that the researchers will have to consider a greater number of variables; the advantage to this approach is that it "would enable researchers to evaluate a treatment's efficacy for diverse patients under various conditions and to evaluate its effectiveness for different patient subgroups."


Hi, regarding the first part, what I fail to understand is how does it limit the number of variables when later they go on to do it under normal conditions(which involves greater variables) so this is also using a lot of variables?
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Akshit03


Hi, regarding the first part, what I fail to understand is how does it limit the number of variables when later they go on to do it under normal conditions(which involves greater variables) so this is also using a lot of variables?
Question 101 asks us to infer an advantage that "a study limited to patients like those mentioned in lines 21-23" would have over another type of study. The patients in question "have no ailments besides those being studied," which limits the number of variables that might affect the outcome of the study.

It is true that the researchers then go on to include more variables in subsequent studies -- but the question does not ask about those subsequent studies. Because the question only focuses on studies with a limited type of patient, we can infer that the advantage of such studies is that they "limit the number of variables researchers would need to consider." (C) is the correct answer for question 101.

I hope that helps!
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[email protected], let's talk through your concerns with (A) first:


On option A) -- the term "resources expended" ... I read this and eliminated the answer choice based on this term specifically, not anything else ... When I read the term, I immediately thought about "Manpower" or "Human Resources" actually expending their time and energy in order to store information ... How can you be sure that "Expended resources" refers to extra costs and not manpower / time or energy ..
When you read through an answer choice (or passage, for that matter), be careful about paraphrasing or rewording the language. Could "resources" mean "human resources"? Sure, but it could also mean money, or space, or any number of other factors. If the answer choice doesn't specify one or another, bringing in that outside knowledge or bias is not going to help you answer the question as written.

In the passage, the author states that collecting more patient information than necessary increases the "costs of data collection, storage, and analysis." These are the costs that correspond to the "resources expended" mentioned in answer choice (A).

One other note: it is true that one word can change the meaning of an answer choice, but you should always read the answer choice as a whole and make a decision based on the overall context. Hyper-focusing on specific words without understanding the broader logic of the answer choice will lead to errors. This showed up again in your analysis of answer (C), so let's take a look at that:

Quote:
On the other hand, I liked C for the following two terms

They avoid the Risk and

"MIGHT"

Doesn't these terms suggest the answer choice is flexible ...The answer does not use extreme language like , it ALWAYS avoids the risks blah blah

It seems these two terms indicate flexibility that Frazier and Mosteller contend that such risk were never entirely eliminable from research

Again, the word "might" by itself does not make the answer choice correct. You need to understand the answer choice as a whole in order to make a decision about it.

Here's (C) again:

Quote:
(C) They avoid the risk of overlooking variables that might affect their findings, even though doing so raises their research costs.
The first part states that the researchers "avoid the risk of overlooking variables." This contradicts the information in the passage, which states that the risk is "never entirely eliminable from research." A different modifier on this portion of the answer choice would indeed change the meaning of the statement, but you have to look at exactly the words that are given.

Moving on to the next piece: the "might" does introduce some flexibility, as you say, but about what exactly? About "variables that (might) affect their findings." When taken in context of the first part of the statement, this is just saying that the researcher are avoiding variables that could be relevant. This is still contradicts the piece of the passage quoted above.

Overall, it may be tempting to jump at a particular modifier, but understanding the statement in its entirety is one key to nailing the question.

I hope this helps!

Hi GMATNinja

I re-did this same problem and again i chose C. While I agree A is right, i am struggling to eliminate C outright

The OA solution to eliminating C is The passage states that the risk of overlooking variables is never entirely eliminable from research, so to say "avoid" is an extreme misfire.


BUT When I read answer choice C, i don't get the impression that the answer choice is referring to "ALL" variables being entirely eliminable. The language in answer choice C is referring to whether variables that may affect the study in question MAY BE OVERLOOKED OR NOT

Furthermore, answer choice C is inferred in the following point (in pink) in the passage

Although limiting information collection could increase the risk that researchers will overlook facts relevant to a study, Frazier and Mosteller contend that such risk, never entirely eliminable from research, would still be small in most studies

Reading the pink -- i get the impression that Fraziers changes will limit information and thus increase the risk of overlooking facts relevant to the study

Hence the inference : current methodology, albeit more expensive has LESS chance of overlooking variables relevant to the study

Any assistance would be appreciated
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GMATNinja
[email protected], let's talk through your concerns with (A) first:


On option A) -- the term "resources expended" ... I read this and eliminated the answer choice based on this term specifically, not anything else ... When I read the term, I immediately thought about "Manpower" or "Human Resources" actually expending their time and energy in order to store information ... How can you be sure that "Expended resources" refers to extra costs and not manpower / time or energy ..
When you read through an answer choice (or passage, for that matter), be careful about paraphrasing or rewording the language. Could "resources" mean "human resources"? Sure, but it could also mean money, or space, or any number of other factors. If the answer choice doesn't specify one or another, bringing in that outside knowledge or bias is not going to help you answer the question as written.

In the passage, the author states that collecting more patient information than necessary increases the "costs of data collection, storage, and analysis." These are the costs that correspond to the "resources expended" mentioned in answer choice (A).

One other note: it is true that one word can change the meaning of an answer choice, but you should always read the answer choice as a whole and make a decision based on the overall context. Hyper-focusing on specific words without understanding the broader logic of the answer choice will lead to errors. This showed up again in your analysis of answer (C), so let's take a look at that:

Quote:
On the other hand, I liked C for the following two terms

They avoid the Risk and

"MIGHT"

Doesn't these terms suggest the answer choice is flexible ...The answer does not use extreme language like , it ALWAYS avoids the risks blah blah

It seems these two terms indicate flexibility that Frazier and Mosteller contend that such risk were never entirely eliminable from research

Again, the word "might" by itself does not make the answer choice correct. You need to understand the answer choice as a whole in order to make a decision about it.

Here's (C) again:

Quote:
(C) They avoid the risk of overlooking variables that might affect their findings, even though doing so raises their research costs.
The first part states that the researchers "avoid the risk of overlooking variables." This contradicts the information in the passage, which states that the risk is "never entirely eliminable from research." A different modifier on this portion of the answer choice would indeed change the meaning of the statement, but you have to look at exactly the words that are given.

Moving on to the next piece: the "might" does introduce some flexibility, as you say, but about what exactly? About "variables that (might) affect their findings." When taken in context of the first part of the statement, this is just saying that the researcher are avoiding variables that could be relevant. This is still contradicts the piece of the passage quoted above.

Overall, it may be tempting to jump at a particular modifier, but understanding the statement in its entirety is one key to nailing the question.

I hope this helps!

Hi GMATNinja

I re-did this same problem and again i chose C. While I agree A is right, i am struggling to eliminate C outright

The OA solution to eliminating C is The passage states that the risk of overlooking variables is never entirely eliminable from research, so to say "avoid" is an extreme misfire.


BUT When I read answer choice C, i don't get the impression that the answer choice is referring to "ALL" variables being entirely eliminable. The language in answer choice C is referring to whether variables that may affect the study in question MAY BE OVERLOOKED OR NOT

Furthermore, answer choice C is inferred in the following point (in pink) in the passage

Although limiting information collection could increase the risk that researchers will overlook facts relevant to a study, Frazier and Mosteller contend that such risk, never entirely eliminable from research, would still be small in most studies

Reading the pink -- i get the impression that Fraziers changes will limit information and thus increase the risk of overlooking facts relevant to the study

Hence the inference : current methodology, albeit more expensive has LESS chance of overlooking variables relevant to the study

Any assistance would be appreciated
You say choice (C) "is referring to whether variables that may affect the study in question MAY BE OVERLOOKED OR NOT."

But that is not what the choice says in its own wording. One more time, here is the precise wording of choice (C):

Quote:
(C) They avoid the risk of overlooking variables that might affect their findings, even though doing so raises their research costs.
This choice, put as simply as possible, says, "They avoid the risk."

OK, what risk? That would be "the risk of overlooking variables that might affect their findings."

Good to know, but the fundamental statement we're trying to confirm here is still "They avoid the risk."

This language is black-and-white. Researchers either avoid the risk, or they don't.

Consequently, we can keep (C) if the passage itself implies that researchers entirely avoid this risk, as a result of the way they generally conduct clinical trials. That means any information in the passage contradicting this statement gives us immediate cause to eliminate the choice and move on.

Now, let's revisit the passage. We know that the way researchers generally conduct clinical trials is by collecting far more background information on patients than is strictly required. Next, as you point out, the author writes:

    "Although limiting information collection could increase the risk that researchers will overlook facts relevant to a study, Frazier and Mosteller contend that such risk, never entirely eliminable from research, would still be small in most studies."

Reading precisely, this sentence tells us that:

  • Limiting information (which would NOT be how researchers generally conduct clinical trials) could increase the risk.
  • Even if researchers limit information collection, such risk would still be small in most studies — because it's never entirely eliminable from the research.

Right here, the passage tells us that the risk of researchers overlooking facts relevant to a study can NEVER be eliminated, regardless of how the trials are conducted.

This implies that researchers cannot avoid the risk of overlooking variables that might affect their findings — whether they stick with the way they generally conduct trials or adopt Frazier and Mosteller's approach instead.

This is all we need to eliminate (C) outright.

I hope this helps!
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