CRM Data Analysis & Decision Making 2 — Questions and Answers
Question 1: A records manager notices that retrieval times have increased by 40% over six months. Which analytical approach best identifies the root cause?
- Increase storage capacity immediately
- Conduct a trend analysis correlating retrieval times with volume growth and system changes (Correct answer)
- Survey end users about their satisfaction
- Hire additional staff to handle requests
Correct answer: Conduct a trend analysis correlating retrieval times with volume growth and system changes
Trend analysis correlating retrieval times with volume and system changes isolates whether the issue stems from growth, system degradation, or process failures.
Question 2: Which statistical measure is most appropriate for describing the typical response time when the data contains several extreme outliers?
- Mean
- Median (Correct answer)
- Mode
- Range
Correct answer: Median
The median is resistant to outliers and better represents the typical value when extreme values skew the distribution.
Question 3: A CRM is presenting budget justification data to senior leadership. Which visualization type most effectively shows the proportion of total records costs by department?
- Line chart
- Scatter plot
- Pie or donut chart (Correct answer)
- Histogram
Correct answer: Pie or donut chart
Pie and donut charts effectively communicate part-to-whole relationships, making departmental cost proportions immediately clear to leadership.
Question 4: When analyzing records inventory data, a CRM finds that 15% of boxes have missing metadata. This finding should primarily inform which decision?
- Retention schedule revision
- Data quality remediation project prioritization (Correct answer)
- Destruction authorization
- Litigation hold placement
Correct answer: Data quality remediation project prioritization
Missing metadata represents a data quality gap that must be remediated before the inventory can reliably support downstream decisions like retention or disposal.
Question 5: Which type of analysis compares an organization's records management metrics against industry peers or established benchmarks?
- Gap analysis
- Benchmarking (Correct answer)
- Root cause analysis
- Cost-benefit analysis
Correct answer: Benchmarking
Benchmarking compares an organization's performance metrics against peers or industry standards to identify performance gaps and best practices.
Question 6: A records manager must decide whether to migrate to a new EDRMS. Which decision framework ensures both quantitative and qualitative factors are weighed systematically?
- SWOT analysis alone
- Weighted decision matrix (Correct answer)
- Cost analysis only
- Vendor reference checks only
Correct answer: Weighted decision matrix
A weighted decision matrix assigns importance scores to each criterion and scores each option, producing a systematic composite ranking that balances quantitative and qualitative factors.
Question 7: In records management reporting, a Key Performance Indicator (KPI) differs from a general metric because a KPI:
- Is always expressed as a percentage
- Is tied directly to a strategic objective and has a defined target (Correct answer)
- Requires external audit validation
- Must be reported monthly
Correct answer: Is tied directly to a strategic objective and has a defined target
A KPI is linked to a specific strategic goal and includes a defined target threshold, distinguishing it from general informational metrics.
CRM Data Analysis & Decision Making 2
A records manager notices that retrieval times have increased by 40% over six months.
Which analytical approach best identifies the root cause?