Task complexity and information searching in administrative tasks revisited

In task-based information searching, the task at hand is a central factor affecting information search. Task complexity, in particular, has been discovered to affect searching. In the present study, we shadowed the tasks of seven people working in city administration. The data consist of shadowing field notes, voice recordings, photographs and forms. We study, how task complexity affects information searching and information resource use. Task complexity was defined through the task performer's own experience (perceived task complexity) and her estimates of her a priori knowledge concerning the task. We analyzed the data both qualitatively and quantitatively, focusing on the links between task complexity and the use of information resources, information searching and problems encountered. We found that task complexity has a central but ambiguous relationship to task performance. The clearest differences were found between simple and complex tasks. In addition, perceived task complexity seems to affect the ways of performing the task more than a priori knowledge. The more complex a task is perceived, the more searches are performed and the more they concentrate on networked resources instead of information systems provided by the organization (SPOs). The use of resources on the task performer's PC and the SPOs decreases when complexity increases. In proportion, the use of networked resources and communication resources increases. The total number of information resources used is somewhat greater in complex and semi-complex tasks than in simple tasks; and each resource is used for a longer time on average. Our study shows that task context and especially task complexity seems to affect information searching and the selection of sources.

[1]  Pia Borlund,et al.  Evaluation of interactive information retrieval systems , 2000 .

[2]  Kalervo Järvelin,et al.  Barriers to task-based information access in molecular medicine , 2012, J. Assoc. Inf. Sci. Technol..

[3]  Pertti Vakkari,et al.  Task complexity, problem structure and information actions - Integrating studies on information seeking and retrieval , 1999, Inf. Process. Manag..

[4]  Preben Hansen,et al.  Collaborative Information Searching in an Information-Intensive Work Domain: Preliminary Results , 2004, J. Digit. Inf. Manag..

[5]  Carolyn Watters,et al.  A field study characterizing Web-based information-seeking tasks , 2007 .

[6]  Nicholas J. Belkin,et al.  Display time as implicit feedback: understanding task effects , 2004, SIGIR '04.

[7]  Kalervo Järvelin,et al.  Information interaction in molecular medicine: integrated use of multiple channels , 2010, IIiX.

[8]  Doug Downey,et al.  Understanding the relationship between searchers' queries and information goals , 2008, CIKM '08.

[9]  Danielle R.M. Timmermans,et al.  The impact of task complexity on information use in multi‐attribute decision making , 1993 .

[10]  Gloria J. Leckie,et al.  Modeling the Information Seeking of Professionals: A General Model Derived from Research on Engineers, Health Care Professionals, and Lawyers , 1996, The Library Quarterly.

[11]  Katriina Byström,et al.  Task complexity, information types and information sources : examination of relationships , 1999 .

[12]  Marcia J. Bates,et al.  The design of browsing and berrypicking techniques for the online search interface , 1989 .

[13]  Sami Serola Kaupunkisuunnittelijoiden työtehtävät, tiedontarpeet ja tiedonhankinta , 2009 .

[14]  Richard J. Varey The Knowing Organization: : How Organizations Use Information to Construct Meaning, Create Knowledge, and Make Decisions , 2013 .

[15]  Kalervo Järvelin,et al.  Task complexity affects information seeking and use , 1995 .

[16]  Elaine Toms,et al.  Developing a protocol for bioinformatics analysis: An integrated information behavior and task analysis approach , 2005, J. Assoc. Inf. Sci. Technol..

[17]  Preben Hansen,et al.  Conceptual framework for tasks in information studies , 2005, J. Assoc. Inf. Sci. Technol..

[18]  Preben Hansen,et al.  Collaborative Information Retrieval in an information-intensive domain , 2005, Inf. Process. Manag..

[19]  Seonaidh McDonald,et al.  Studying actions in context: a qualitative shadowing method for organizational research , 2005 .

[20]  David Allen,et al.  Information overload: context and causes , 2003 .

[21]  Sami Serola City planners' information seeking behavior: information channels used and information types needed in varying types of perceived work tasks , 2006, IIiX.

[22]  Daniel E. Rose,et al.  Understanding user goals in web search , 2004, WWW '04.

[23]  Diane Kelly,et al.  The effects of topic familiarity on information search behavior , 2002, JCDL '02.

[24]  Barbara Czarniawska Shadowing: And Other Techniques for Doing Fieldwork in Modern Societies , 2007 .

[25]  Elaine G. Toms,et al.  Developing a protocol for bioinformatics analysis: An integrated information behavior and task analysis approach: Research Articles , 2005 .

[26]  Ryen W. White,et al.  Characterizing the influence of domain expertise on web search behavior , 2009, WSDM '09.

[27]  Pertti Vakkari,et al.  Task-based information searching , 2005, Annu. Rev. Inf. Sci. Technol..

[28]  Carole A. Goble,et al.  A classification of tasks in bioinformatics , 2001, Bioinform..

[29]  Barbara M. Wildemuth,et al.  The effects of domain knowledge on search tactic formulation , 2004, J. Assoc. Inf. Sci. Technol..

[30]  Nicholas J. Belkin,et al.  A faceted approach to conceptualizing tasks in information seeking , 2008, Inf. Process. Manag..

[31]  Reijo Savolainen,et al.  Time as a context of information seeking , 2006 .

[32]  Peter Ingwersen,et al.  The Turn - Integration of Information Seeking and Retrieval in Context , 2005, The Kluwer International Series on Information Retrieval.

[33]  Jimmy J. Lin,et al.  Modeling actions of PubMed users with n-gram language models , 2009, Information Retrieval.

[34]  Pertti Vakkari,et al.  Changes of search terms and tactics while writing a research proposal: A longitudinal case study , 2003, Inf. Process. Manag..

[35]  Preben Hansen,et al.  Conceptual framework for tasks in information studies: Book Reviews , 2005 .

[36]  D. Campbell Task Complexity: A Review and Analysis , 1988 .