_________means : that the data contained in a database is accurate and reliable.
Options : i) data redundancy ii) data integrity iii) data reliability iv) data constancy
Answers (3)
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Data reliability refers to the accuracy, consistency, and trustworthiness of data over time. It’s crucial for making informed decisions and ensuring the integrity of information. Key aspects include:
Accuracy: Data should be correct and free from errors. Reliable data accurately represents the real-world phenomenon it is intended to measure.
Consistency: Data should be uniform and coherent across different systems or datasets. Inconsistent data can lead to confusion and incorrect conclusions.
Completeness: Data should be comprehensive and contain all necessary information. Incomplete data can lead to misinformed decisions.
Timeliness: Data should be up-to-date and relevant to the current context. Outdated data can be misleading and less useful.
Source Credibility: Data should come from reputable and verified sources. Reliable sources ensure the data's validity and accuracy.
Maintaining data reliability often involves rigorous validation processes, regular audits, and employing robust data management practices.