Sollicitatievraag bij World Bank Group

How do you cross check data between different sources?

Antwoorden op sollicitatievragen

Anoniem

30 jul 2017

In evaluating the basics of data validation, generalizations can be made regarding the different types of validation, according to the scope, complexity, and purpose of the various validation operations to be carried out. For example: Data type validation; Range and constraint validation; Code and Cross-reference validation; and Structured validation Data type validation is customarily carried out on one or more simple data fields. The simplest kind of data type validation verifies that the individual characters provided through user input are consistent with the expected characters of one or more known primitive data types; as defined in a programming language or data storage and retrieval mechanism. For example, many database systems allow the specification of the following primitive data types: 1) integer; 2) float (decimal); or 3) string. Similarly, telephone numbers are routinely expected to include the digits and possibly the characters +, -, (, and ) (plus, minus, and parentheses). A more sophisticated data validation routine would check to see the user had entered a valid country code, i.e., that the number of digits entered matched the convention for the country or area specified. A validation process involves two distinct steps: (a) Validation Check and (b) Post-Check action. The check step uses one or more computational rules (see section below) to determine if the data is valid. The Post-validation action sends feedback to help enforce validation.

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Anoniem

10 apr 2016

Apart from statistical descriptive that tells you if there are things like outliers or nonsense information, comparison study will show at which areas the two agree and disagree. Then the investigation follows to find out why they disagree.

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Anoniem

1 mrt 2016

I would think that as an expert the first step would be to prioritize sources. which source is from the more influential journal or institution? Then I would look at the way the indicators in question are measured. Are both or all of the sources measuring the same concept? This may not answer how though...

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