IDEAS home Printed from https://ideas.repec.org/p/boc/asug06/11.html
   My bibliography  Save this paper

Managing Edit Checks and Database Cleaning with Stata

Author

Listed:
  • Jacqueline L. Buros

    (Perfuse Core Laboratories and Data Coordinating Center)

Abstract

We have developed a set of ado-files for use in data management, specifically designed to manage user-written edit checks and to complement the process of data cleaning. Collectively, these tools enable us to identify, distribute, and track edit-checks in several large multi-center clinical trials using Stata software. Our approach is successful because the coding is simple and the entire process is visible and familiar to most users. It does not depend on any particular database structure. The framework approximates an object-oriented environment, with the objects being (a) the database, open at the time a command is called, (b) an edit-check, consisting of a Stata do-file, a query message and a list of variables to be identified for review, and (c) the edit-check history, implemented as a Stata dataset. These objects can be manipulated directly or by using a command in Stata. Actions managed by command include creating or modifying an edit-check, generating a query-clean dataset, preparing and tracking a set of edit-check documents, and summarizing the edit-check history. Here, we present a brief overview of our process and describe the use of the commands in the context of clinical research.

Suggested Citation

  • Jacqueline L. Buros, 2006. "Managing Edit Checks and Database Cleaning with Stata," North American Stata Users' Group Meetings 2006 11, Stata Users Group.
  • Handle: RePEc:boc:asug06:11
    as

    Download full text from publisher

    File URL: http://repec.org/nasug2006/Buros.NASUG2006.ppt.zip
    Download Restriction: no
    ---><---

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:boc:asug06:11. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Christopher F Baum (email available below). General contact details of provider: https://edirc.repec.org/data/stataea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.