When Pete enters incorrect maintenance data into an FBO’s management system, the reports generated later are also inaccurate.

This situation illustrates the idea of “garbage in, garbage out.” What does this concept mean?

Question

When Pete enters incorrect maintenance data into an FBO’s management system, the reports generated later are also inaccurate.

This situation illustrates the idea of “garbage in, garbage out.” What does this concept mean?

BlackTom AI · Accepted Answer

Question restatement: The scenario describes Pete entering incorrect maintenance data into an FBO’s management system, leading to inaccurate reports. This is identified as the idea of 'garbage in, garbage out.' The prompt asks what this concept means.
Option 1: 'Incorrect or poor-quality input data will always lead to incorrect or poor-quality output' This option accurately captures the essence of GIGO: the quality of the output is fundamentally tied to the quality of the input. If input data are bad, the resulting reports and analyses are likely to be unreliable, which is a core warning of data quality problems.
Option 2: 'Output quality depends mainly on how advanced the software is, not on data accuracy' This is misleading. While software capabilities matter, the adage GIGO emphasizes that even the best software cannot compensate for bad input quality; data accuracy is still critical for valid outputs.
Option 3: 'Modern systems can automatically correct most data-entry errors' This is incorrect because although some systems have validation checks or auto-corrections, they cannot reliably fix all data-entry errors. Relying on automatic correction masks issues rather than guaranteeing accurate outputs, which contradicts GIGO.
Option 4: 'Data entered into management systems rarely affects decision-making outcomes' This statement is false in most contexts. Data entered into systems are typically used to generate reports and inform decisions; inaccurate data can mislead decision-makers, contrary to the GIGO principle.
In summary, option 1 best embodies the GIGO concept by linking input data quality directly to output quality, while options 2, 3, and 4 misrepresent or downplay the impact of input data integrity on results.

FA25: AVIA-78 Sec 01 - Intro Aviation Mgmt Final Exam (In Class Only)

When Pete enters incorrect maintenance data into an FBO’s management system, the reports generated later are also inaccurate. This situation illustrates the idea of “garbage in, garbage out.” What does this concept mean?

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