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Medical Office Representative: At this time last year, 38% of our patients who did not get seen by their doctor at their scheduled appointment time did get seen within 10 minutes of that time. We then made some scheduling changes, and this year, 65% of our patients gave this same response. Clearly our doctors and staff have been able to increase the number of appointments that begin within 10 minutes of the appointment time.

Which of the following most clearly points to a logical flaw in the representative’s reasoning?

A. The representative was involved in making some of the scheduling changes that took place this year. Incorrect

may be but it cant weakens argument

B. The people who did not get to see their doctors within 10 minutes of their appointment time could have also had appointments for which they did not have to wait more then 10 minutes. Correct

so their study was wrong, these patients responses was same this year as last year; than how can their study found more response; study based on wrong information

C. The method used to determine when people got to see their doctors was checked by an outside agency. Incorrect

which method was used is not a fact

D. The number of appointments this year that began more than 10 minutes late could have decreased substantially. Incorrect

as a result it support conclusion, it will increase number of appointments that begin within 10 minutes

E. People’s perception of how long they had to wait to see a doctor is sometimes inaccurate.Incorrect

People’s perception is irrelevant to argument

I think answer B
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Official Explanation:

Medical Office Representative: At this time last year, 38% of our patients who did not get seen by their doctor at their scheduled appointment time did get seen within 10 minutes of that time. We then made some scheduling changes, and this year, 65% of our patients gave this same response. Clearly our doctors and staff have been able to increase the number of appointments that begin within 10 minutes of the appointment time.

Which of the following most clearly points to a logical flaw in the representative’s reasoning?

A. The representative was involved in making some of the scheduling changes that took place this year.
B. The people who did not get to see their doctors within 10 minutes of their appointment time could have also had appointments for which they did not have to wait more then 10 minutes.
C. The method used to determine when people got to see their doctors was checked by an outside agency.

D. The number of appointments this year that began more than 10 minutes late could have decreased substantially.
E. People’s perception of how long they had to wait to see a doctor is sometimes inaccurate.

Question Type: Logical Flaw
Boil It Down: Because the percentages of patients having to wait decreased after the scheduling changes, fewer numbers of patients have had to wait.
Goal: Find the flaw in the the representative’s argument that scheduling changes improved wait times.

Analysis:

General comments about flaw questions that involve numbers:
When a flaw question uses numbers in its move from premise(s) to conclusion, our suspicions should be raised. We should ask whether the numbers are hiding a potential flaw or weakness in the argument.

Argument structure:
(P) = Premise/Evidence/Support (C) = Conclusion

P1: Changes to scheduling were made
P2: Percentages of patients having to not wait improved
C: The improvements, seen in greater numbers of patients not having to wait, were caused by the scheduling change


The office representative makes a causal argument based on noticing a change in the percentages of patients who did not have to wait more than 10 minutes after scheduling changes were made. There are several flaws in this argument.

First, the representative uses a post hoc ergo propter hoc argument (after this, therefore because of this.) Just because improvements were noticed after the scheduling changes, this does not mean that the scheduling changes were the cause of the improvements.

Second, when comparing two different times, we must be sure that we are comparing like to like. Even though the office is comparing similar times of the year, they must make sure that they are comparing similar patient numbers and patient types and cases.

Related to this second flaw, is a third flaw. As mentioned under the general comments, we should be suspicious of numbers used in any flaw question. In this case the premises use percentages to support a conclusion that deals with total numbers. Percentages and totals are very different. If the total number of patients was significantly less after the changes, the increased percentages may be due to fewer patients and not due to the schedule changes.

The argument deals with the relationship between two factors: the changes in percentages of patients not having to wait due to the scheduling changes and the total numbers of patients having to wait. Answer choices that deal with neither of these factors will be irrelevant. Understanding this fact about the crux of the argument will help identify the answer choices that are irrelevant.

A. The representative was involved in making some of the scheduling changes that took place this year.
Incorrect. The argument deals with the relationship between two factors: the changes in percentages of patients not having to wait due to the scheduling changes and the total numbers of patients having to wait. The fact that the representative was involved in making these scheduling changes has no bearing on either of these two factors. As such, this answer choice is irrelevant.

B. The people who did not get to see their doctors within 10 minutes of their appointment time could have also had appointments for which they did not have to wait more than 10 minutes.
Incorrect. The argument deals with the relationship between two factors: the changes in percentages of patients not having to wait due to the scheduling changes and the total numbers of patients having to wait. The fact that some of the patients who had to wait may not have had to wait on other occasions has no bearing on either of these two factors. Specifically, this fact has no bearing on the improvement in percentages that occurred. As such, this answer choice is irrelevant.

C. The method used to determine when people got to see their doctors was checked by an outside agency.
Incorrect. If anything, answer choice C strengthens the medical office representative’s argument. Given that the representative is part of the office, s/he may be biased. Having an outside agency involved would help remove any potential bias.

D. The number of appointments this year that began more than 10 minutes late could have decreased substantially.
Correct. This answer choice exposes the flawed move from percentages to totals used in the argument. If the number of appointments substantially decreased, then the improvements in patient waiting times might be due to this fact and not due to the scheduling changes. This answer choice offers an alternative cause that could explain the improved percentages. Rather than the improvements being caused by the schedule changes, the improvements in percentages were caused by a decrease in total number of patients. By merely looking at improvements in percentages rather than looking at improvements in totals, the argument masks this alternative cause.

E. People’s perception of how long they had to wait to see a doctor is sometimes inaccurate.
Incorrect. The argument deals with the relationship between two factors: the changes in percentages of patients not having to wait due to the scheduling changes and the total numbers of patients having to wait. Patient perceptions would not help explain why the change in percentages occurred from the previous year. As such, this answer choice is irrelevant.


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EMPOWERgmatVerbal
Official Explanation:

Medical Office Representative: At this time last year, 38% of our patients who did not get seen by their doctor at their scheduled appointment time did get seen within 10 minutes of that time. We then made some scheduling changes, and this year, 65% of our patients gave this same response. Clearly our doctors and staff have been able to increase the number of appointments that begin within 10 minutes of the appointment time.

Which of the following most clearly points to a logical flaw in the representative’s reasoning?

A. The representative was involved in making some of the scheduling changes that took place this year.
B. The people who did not get to see their doctors within 10 minutes of their appointment time could have also had appointments for which they did not have to wait more then 10 minutes.
C. The method used to determine when people got to see their doctors was checked by an outside agency.

D. The number of appointments this year that began more than 10 minutes late could have decreased substantially.
E. People’s perception of how long they had to wait to see a doctor is sometimes inaccurate.

Question Type: Logical Flaw
Boil It Down: Because the percentages of patients having to wait decreased after the scheduling changes, fewer numbers of patients have had to wait.
Goal: Find the flaw in the the representative’s argument that scheduling changes improved wait times.

Analysis:

General comments about flaw questions that involve numbers:
When a flaw question uses numbers in its move from premise(s) to conclusion, our suspicions should be raised. We should ask whether the numbers are hiding a potential flaw or weakness in the argument.

Argument structure:
(P) = Premise/Evidence/Support (C) = Conclusion

P1: Changes to scheduling were made
P2: Percentages of patients having to not wait improved
C: The improvements, seen in greater numbers of patients not having to wait, were caused by the scheduling change


The office representative makes a causal argument based on noticing a change in the percentages of patients who did not have to wait more than 10 minutes after scheduling changes were made. There are several flaws in this argument.

First, the representative uses a post hoc ergo propter hoc argument (after this, therefore because of this.) Just because improvements were noticed after the scheduling changes, this does not mean that the scheduling changes were the cause of the improvements.

Second, when comparing two different times, we must be sure that we are comparing like to like. Even though the office is comparing similar times of the year, they must make sure that they are comparing similar patient numbers and patient types and cases.

Related to this second flaw, is a third flaw. As mentioned under the general comments, we should be suspicious of numbers used in any flaw question. In this case the premises use percentages to support a conclusion that deals with total numbers. Percentages and totals are very different. If the total number of patients was significantly less after the changes, the increased percentages may be due to fewer patients and not due to the schedule changes.

The argument deals with the relationship between two factors: the changes in percentages of patients not having to wait due to the scheduling changes and the total numbers of patients having to wait. Answer choices that deal with neither of these factors will be irrelevant. Understanding this fact about the crux of the argument will help identify the answer choices that are irrelevant.

A. The representative was involved in making some of the scheduling changes that took place this year.
Incorrect. The argument deals with the relationship between two factors: the changes in percentages of patients not having to wait due to the scheduling changes and the total numbers of patients having to wait. The fact that the representative was involved in making these scheduling changes has no bearing on either of these two factors. As such, this answer choice is irrelevant.

B. The people who did not get to see their doctors within 10 minutes of their appointment time could have also had appointments for which they did not have to wait more than 10 minutes.
Incorrect. The argument deals with the relationship between two factors: the changes in percentages of patients not having to wait due to the scheduling changes and the total numbers of patients having to wait. The fact that some of the patients who had to wait may not have had to wait on other occasions has no bearing on either of these two factors. Specifically, this fact has no bearing on the improvement in percentages that occurred. As such, this answer choice is irrelevant.

C. The method used to determine when people got to see their doctors was checked by an outside agency.
Incorrect. If anything, answer choice C strengthens the medical office representative’s argument. Given that the representative is part of the office, s/he may be biased. Having an outside agency involved would help remove any potential bias.

D. The number of appointments this year that began more than 10 minutes late could have decreased substantially.
Correct. This answer choice exposes the flawed move from percentages to totals used in the argument. If the number of appointments substantially decreased, then the improvements in patient waiting times might be due to this fact and not due to the scheduling changes. This answer choice offers an alternative cause that could explain the improved percentages. Rather than the improvements being caused by the schedule changes, the improvements in percentages were caused by a decrease in total number of patients. By merely looking at improvements in percentages rather than looking at improvements in totals, the argument masks this alternative cause.

E. People’s perception of how long they had to wait to see a doctor is sometimes inaccurate.
Incorrect. The argument deals with the relationship between two factors: the changes in percentages of patients not having to wait due to the scheduling changes and the total numbers of patients having to wait. Patient perceptions would not help explain why the change in percentages occurred from the previous year. As such, this answer choice is irrelevant.


Don’t study for the GMAT. Train for it.


Hi. But the option D, mentions about appointments that began later than 10 minutes. We are focusing on appointments that began later than their original time but began less than 10 minute later. The number of people beyond 10 minute can be small but the number of people between those two intervals could still be huge. Hence, I think there could be a flaw, in the answer choice above. I’m open to be corrected. Thanks

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While analyzing option D, I considered the possibility that the number of appointments starting more than 10 minutes late decreased because the staff implemented scheduling changes, successfully rescheduling these appointments to start within the allotted time. This interpretation made it seem like a strengthening point for the argument. For instance, let's assume out of 100 appointments, 37 started within 10 minutes, while the rest started on time or later. The decrease in appointments starting beyond 10 minutes could indicate an improvement in the efficiency of managing these appointments. It would have been more evident if the option had specified whether these appointments were canceled, rescheduled, or if patients stopped waiting after 10 minutes. Nonetheless, the decrease in such appointments creates some confusion but still seems supportive.

Can you please guide me on how to read such tricky options correctly and avoid falling into traps? What adjustments should I make in my approach or mindset to think accurately?
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