Heuristic principles and differential judgments in the quality assessment of information quality

Ofer Arazy, Rick Kopak, Irit Hadar

Research output: Contribution to journalArticlepeer-review


Information quality (IQ) is a multidimensional construct and includes dimensions such as accuracy, completeness, objectivity, and representation that are difficult to measure. Recently, research has shown that independent assessors who rated IQ yielded high inter-rater agreement for some information quality dimensions as opposed to others. In this paper, we explore the reasons that underlie the differences in the “measurability” of IQ. Employing Gigerenzer’s “building blocks” framework, we conjecture that the feasibility of using a set of heuristic principles consistently when assessing different dimensions of IQ is a key factor driving inter-rater agreement in IQ judgments. We report on two studies. In the first study, we qualitatively explored the manner in which participants applied the heuristic principles of search rules, stopping rules, and decision rules in assessing the IQ dimensions of accuracy, completeness, objectivity, and representation. In the second study, we investigated the extent to which participants could reach an agreement in rating the quality of Wikipedia articles along these dimensions. Our findings show an alignment between the consistent application of heuristic principles and inter-rater agreement levels found on particular dimensions of IQ judgments. Specifically, on the dimensions of completeness and representation, assessors applied the heuristic principles consistently and tended to agree in their ratings, whereas, on the dimensions of accuracy and objectivity, they not apply the heuristic principles in a uniform manner and inter-rater agreement was relatively low. We discuss our findings implications for research and practice.

Original languageEnglish
Pages (from-to)403-432
Number of pages30
JournalJournal of the Association for Information Systems
Issue number5
StatePublished - 2017

Bibliographical note

Publisher Copyright:
© 2017, Association for Information Systems. All rights reserved.


  • Agreement
  • Assessment
  • Consistency
  • Heuristic principles
  • Information quality
  • Rating

ASJC Scopus subject areas

  • Information Systems
  • Computer Science Applications

Cite this