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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
  1. A manager compares the property's average asking rent to the average effective rent. A large gap between these two figures most likely indicates:

    Answer: Heavy concession use such as free rent or move-in specials

    When effective rent is significantly below asking rent, it means the property is offering concessions to attract tenants, reducing actual revenue below listed rates.

  2. Which statistical measure is most resistant to distortion by a few extremely high or low maintenance costs in a data set?

    Answer: Median

    The median is the middle value and is unaffected by extreme outliers, unlike the mean which gets pulled toward unusually high or low values.

  3. A manager wants to determine whether a recent rent increase caused a decline in renewals. Which analysis technique is most appropriate?

    Answer: Regression analysis comparing rent changes to renewal rates over time

    Regression analysis quantifies the relationship between two variables — rent levels and renewal rates — and can show whether one statistically predicts the other.

  4. Which metric directly measures how much revenue a property loses because of units that are occupied but not paying at full market rate?

    Answer: Loss to lease

    Loss to lease is the gap between current contracted rents and current market rents, representing revenue left on the table in occupied units.

  5. A property manager receives a report showing month-over-month rent growth of 0.5% but year-over-year growth of 8%. Which interpretation is most accurate?

    Answer: Recent growth has slowed from earlier in the year but the annual trend remains strong

    A low monthly increment with a strong annual total suggests rapid growth earlier in the year has moderated, which is a normal market cycle pattern.

  6. When evaluating capital expenditure (CapEx) vs. operating expense (OpEx) classification, which principle is most important for accurate financial reporting?

    Answer: Costs that extend asset life or add value are CapEx; routine repairs are OpEx

    Proper classification requires distinguishing between costs that preserve existing condition (OpEx) and those that improve or extend the asset's useful life (CapEx).

  7. A manager is reviewing a rent roll and notices 12 units with month-to-month leases representing 18% of the portfolio. What financial risk does this data highlight?

    Answer: Higher revenue volatility and unpredictable vacancy risk

    Month-to-month leases can terminate on short notice, creating unpredictable vacancy spikes and making it harder to forecast and stabilize revenue.