Publication Type
Journal Article
Version
publishedVersion
Publication Date
9-1994
Abstract
Recent laboratory experiments have shown a strong tendency that database users can perform better at the conceptual level than at the logical level. The experiments measured users’ performance for the tasks of database design and database retrieval. Besides database design and retrieval, the third major database task is update. User performance for updates has not been measured. With the widespread availability of databases, updates will be done frequently by end-users. This task is gaining in importance as a measure of the usability of a database system. An experiment was conducted to measure the effect of different abstraction levels on user performance for updates. A conceptual level group used the entity relationship model with an entity relationship query language KQL, while a logical level group used the relational model with the standard relational language SQL. Performance was primarily measured by the accuracy of the update query. Secondary measures of time and confidence were also taken. The results showed that updates at the conceptual level were 15.4% more accurate and required only 57.8% of the time taken for logical level updates. The differences were statistically significant with p values of less than 0.03.
Keywords
Laboratory experiments, Database users, Database design, Relational language (SQL)
Discipline
Databases and Information Systems
Research Areas
Cybersecurity; Information Systems and Management
Publication
International Journal of Human-Computer Studies
Volume
41
Issue
3
First Page
309
Last Page
328
ISSN
1071-5819
Identifier
10.1006/ijhc.1994.1061
Publisher
Elsevier
Citation
CHAN, Hock Chuan; WEI, Kwok Kee; and SIAU, Keng.
An empirical study on end users' update performance for different abstraction levels. (1994). International Journal of Human-Computer Studies. 41, (3), 309-328.
Available at: https://ink.library.smu.edu.sg/sis_research/9661
Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial-No Derivative Works 4.0 International License.
Additional URL
https://doi.org/10.1006/ijhc.1994.1061