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Crafting Rules: Context-Reflective Data Quality Problem Solving
| Content Provider | Scilit |
|---|---|
| Author | Lee, Yang W. |
| Copyright Year | 2003 |
| Description | Motivated by the growing importance of data quality in data-intensive, global business environments and by burgeoning data quality activities, this study builds a conceptual model of data quality problem solving. The study analyzes data quality activities at five organizations via a five-year longitudinal study. The study finds that experienced practitioners solve data quality problems by reflecting on and explicating knowledge about contexts embedded in, or missing from, data. Specifically, these individuals investigate how data problems are framed, analyzed, and resolved throughout the entire information discourse. Their discourse on contexts of data, therefore, connects otherwise separately managed data processes, that is, collection, storage, and use. Practitioners' context-reflective mode of problem solving plays a pivotal role in crafting data quality rules. These practitioners break old rules and revise actionable dominant logic embedded in work routines as a strategy for crafting rules in data quality problem solving. |
| Related Links | http://mitiq.mit.edu/Documents/Publications/TDQMpub/CraftingRules.pdf |
| ISSN | 07421222 |
| e-ISSN | 1557928X |
| DOI | 10.1080/07421222.2003.11045770 |
| Journal | Journal of Management Information Systems |
| Issue Number | 3 |
| Volume Number | 20 |
| Language | English |
| Publisher | Informa UK Limited |
| Publisher Date | 2003-12-01 |
| Access Restriction | Open |
| Subject Keyword | Journal: Journal of Management Information Systems Information and Library Science Context-reflective Problem Solving Data Quality Data Quality Rules Information Quality Problem Solving Reflection-in-action Situated Practice |
| Content Type | Text |
| Resource Type | Article |
| Subject | Information Systems and Management Management Science and Operations Research Management Information Systems Computer Science Applications |
