Blueberry is a consumer technology company that reported the following financials (values in millions):2017 2018Revenue $851 $943Deferred Revenue (ending balance) $347 $6681. Which of the following statements about the reason for the increase in deferred revenue from 2017 to 2018 is most plausible?A. More revenue was recognized than cash was collected during 2018.B. More gift cards have been redeemed than sold during 2018.C. Lower number of prepaid streaming service subscriptions were sold during 2018.D. A higher number of smartphone extended warranty contracts were sold during 2018.

Reliability and validity reliability and validity are two important considerations that must be made with any type of data collection. reliability refers to the ability to consistently produce a given result. in the context of psychological research, this would mean that any instruments or tools used to collect data do so in consistent, reproducible ways. unfortunately, being consistent in measurement does not necessarily mean that you have measured something correctly. to illustrate this concept, consider a kitchen scale that would be used to measure the weight of cereal that you eat in the morning. if the scale is not properly calibrated, it may consistently under- or overestimate the amount of cereal that’s being measured. while the scale is highly reliable in producing consistent results (e.g., the same amount of cereal poured onto the scale produces the same reading each time), those results are incorrect. this is where validity comes into play. validity refers to the extent to which a given instrument or tool accurately measures what it’s supposed to measure. while any valid measure is by necessity reliable, the reverse is not necessarily true. researchers strive to use instruments that are both highly reliable and valid.