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IIBA CBDA Exam - Topic 1 Question 46 Discussion

Posted by Lorean on Mar 05, 2026 at 09:07 PM

Operation managers are concerned about the increasing attrition rates in the call center. A series of interviews is being conducted with call center agents to collect information to better understand the problem. Interviewees will ask open and closed ended questions that are both quantitative and qualitative. Which of the following is considered a qualitative open-ended question?

Suggested Answer: A

A qualitative open-ended question is a question that allows the respondent to express their thoughts, feelings, or opinions in their own words, without being constrained by predefined options or categories. A qualitative open-ended question can help the interviewer explore the underlying reasons, motivations, or perceptions of the respondent. Option A is a qualitative open-ended question, because it asks the respondent to explain how call volume affects their job satisfaction and well-being, which may vary from person to person and require elaboration. Options B, C, and D are not qualitative open-ended questions, because they ask the respondent to choose between two alternatives (B and D) or provide a numerical value , which are quantitative and closed-ended responses. Reference:

* Business Analysis Certification in Data Analytics, CBDA | IIBA, CBDA Competencies, Domain 2: Source Data

* Understanding the Guide to Business Data Analytics, page 14

* CERTIFICATION IN BUSINESS DATA ANALYTICS HANDBOOK - IIBA, page 8, CBDA Exam Sample Questions and Self-Assessment, Question 9


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26 comments · newest first
SO
Son 2 months ago
A really digs into feelings about the job.
DO
Dorcas 2 months ago
B seems good too, but it's closed-ended.
GW
Gwenn 2 months ago
Yeah, A allows for detailed responses.
FR
France 3 months ago
I think A is the right choice. It's open-ended.
DE
Devon 3 months ago
I agree, A really digs into the reasons behind burnout.
CL
Claribel 3 months ago
B is interesting too, but it’s more about a specific situation.
HO
Howard 3 months ago
Yeah, A makes sense. It’s open-ended.
ME
Melinda 3 months ago
I think A is the qualitative question. It asks for feelings.
LI
Lindsey 3 months ago
A really digs into the emotional side of the job. Good for understanding!
RU
Ruthann 4 months ago
B is interesting too, but it's more closed.
FR
Frederica 4 months ago
Definitely! It allows agents to express feelings about burnout.
LY
Lyda 4 months ago
I think A is the right choice. It asks for personal insight.
CH
Christiane 4 months ago
C) and D) are clearly quantitative, no doubt about that!
DA
Darnell 4 months ago
Wait, are we sure A) is the only qualitative one? Seems like a tricky question!
TE
Tess 6 months ago
I thought B) was qualitative too, but I guess it's more about a specific scenario.
RI
Ria 6 months ago
Totally agree, it's all about the feelings and experiences.
GA
Galen 6 months ago
A) is definitely the qualitative one!
SA
Sabra 6 months ago
I’m surprised they’re asking about burnout; it’s such a big issue!
EV
Evan 7 months ago
Wait, are we sure A) isn’t too broad?
AI
Aide 7 months ago
I thought B) could be qualitative too, but it’s more about a specific scenario.
YV
Yvonne 7 months ago
Totally agree, it’s all about the feelings and experiences.
WH
Whitney 7 months ago
A) is definitely the qualitative one!
GE
German 7 months ago
I’m a bit lost on this one. I thought all the options were about gathering information, but I guess A stands out as more open-ended?
MA
Malissa 7 months ago
I practiced similar questions, and I recall that qualitative questions often start with "how" or "what." So, A makes sense to me.
HE
Heike 8 months ago
I'm not entirely sure, but I remember something about open-ended questions allowing for more detailed responses. A fits that description, I think.
MA
Madalyn 8 months ago
I think qualitative questions are more about opinions and experiences, so A seems like the right choice.
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