CRM Data Analysis & Decision Making 3 — Questions and Answers
Question 1: A records manager is evaluating whether to outsource offsite storage. Which analysis quantifies the financial trade-off between in-house and vendor costs over time?
- SWOT analysis
- Total cost of ownership (TCO) analysis (Correct answer)
- Balanced scorecard review
- Risk register update
Correct answer: Total cost of ownership (TCO) analysis
TCO analysis captures all direct and indirect costs over a defined period, enabling a true financial comparison between in-house and outsourced storage options.
Question 2: Which term describes the process of examining historical records data to predict future storage needs?
- Descriptive analytics
- Prescriptive analytics
- Predictive analytics (Correct answer)
- Diagnostic analytics
Correct answer: Predictive analytics
Predictive analytics uses historical data patterns and statistical models to forecast future outcomes such as storage capacity requirements.
Question 3: A CRM reviews a scatter plot of records volume versus retrieval cost per request. A positive correlation in this chart means:
- Higher volume always causes higher costs
- As volume increases, retrieval cost per request tends to increase (Correct answer)
- The data contains errors that must be corrected
- Volume and cost are unrelated
Correct answer: As volume increases, retrieval cost per request tends to increase
A positive correlation means the two variables tend to move in the same direction; as volume increases, cost per request tends to rise, though correlation does not imply causation.
Question 4: When presenting records management ROI to an executive audience, which element is most critical to include?
- Detailed technical specifications of the EDRMS
- Comparison of costs avoided and efficiency gains against program investment (Correct answer)
- Full inventory count by department
- Vendor contract terms
Correct answer: Comparison of costs avoided and efficiency gains against program investment
Executives need to see the relationship between program investment and measurable financial returns, including cost avoidance and productivity gains, to justify continued funding.
Question 5: A records manager uses a Pareto chart to analyze records retrieval errors. The primary purpose of this tool is to:
- Show retrieval time trends over 12 months
- Identify the vital few error categories that account for most problems (Correct answer)
- Compare error rates across departments using statistical significance tests
- Map the retrieval workflow process
Correct answer: Identify the vital few error categories that account for most problems
A Pareto chart combines a bar chart and cumulative line to reveal the 20% of causes responsible for 80% of problems, enabling focused corrective action.
Question 6: Which data collection method is most appropriate for gathering structured quantitative data from a large number of records management program stakeholders?
- Focus group
- One-on-one interview
- Standardized survey questionnaire (Correct answer)
- Observation study
Correct answer: Standardized survey questionnaire
Standardized surveys efficiently collect uniform, quantifiable responses from large populations and enable statistical analysis of results.
Question 7: A CRM is analyzing disposition data and notices that 30% of records eligible for destruction have not been destroyed within the grace period. This indicator most likely signals:
- A successful litigation hold process
- Process breakdown or lack of accountability in the disposition workflow (Correct answer)
- Overly aggressive retention periods
- Excellent risk management practices
Correct answer: Process breakdown or lack of accountability in the disposition workflow
Chronic failure to execute eligible dispositions on schedule signals workflow breakdowns, unclear responsibilities, or insufficient training in the disposition process.
CRM Data Analysis & Decision Making 3
A records manager is evaluating whether to outsource offsite storage.
Which analysis quantifies the financial trade-off between in-house and vendor costs over time?