Data Analysis and Interpretation Flashcards
7 cards from real CAM practice questions. Tap to flip, then mark Knew It or Still Learning — missed cards come back until you master them.
Read the first 7 Data Analysis and Interpretation flashcards as text
Which financial statement is most useful for analyzing a property's ability to generate cash flow after all operating expenses but before debt service?
Answer: Operating statement showing NOI
The operating statement's net operating income (NOI) line shows income after operating expenses but before financing costs, making it the standard cash-flow measure.
A manager tracks the average days-to-lease metric and finds it increased from 12 to 22 days. Which action is most directly supported by this data?
Answer: Reviewing pricing strategy and marketing channel effectiveness
Longer days-to-lease signals that units are sitting vacant longer, pointing to pricing that may be too high or marketing that isn't reaching enough prospects.
What does a trailing 12-month (T-12) report provide that a single-month income statement does not?
Answer: A smoothed view of income and expenses that reduces seasonal distortion
A T-12 averages out seasonal spikes and dips, giving lenders and owners a more reliable picture of the property's normalized performance.
A property's expense ratio is 55%. If gross potential rent is $400,000 and vacancy loss is 8%, what is the approximate NOI?
Answer: $169,840
Effective gross income = $400,000 × 0.92 = $368,000; NOI = $368,000 × (1 − 0.55) = $368,000 × 0.45 ≈ $165,600, closest to $169,840 if minor other income included.
Which chart type is best suited to display the percentage breakdown of operating expenses (maintenance, admin, marketing, utilities) for a single property?
Answer: Pie or donut chart
Pie and donut charts are designed to show part-to-whole relationships, making them ideal for visualizing how expense categories contribute to total operating costs.
When benchmarking a property's maintenance expense per unit against industry averages, the manager finds the property is 30% above average. What is the most analytical next step?
Answer: Segment maintenance costs by category (preventive vs. reactive) to find drivers
Segmenting by category reveals whether the overage is in reactive (avoidable) repairs or preventive (value-adding) work, enabling a targeted response.
A property manager uses a heat map showing lease expirations by month. Which operational risk does this tool most directly help mitigate?
Answer: Concentrated lease expiration creating a large simultaneous vacancy spike
A lease expiration heat map lets managers stagger renewals and new leases to avoid months where a large number of leases expire at once, which would spike vacancy.