The role of subjective factors in the information search process

We investigated the role of subjective factors in the information search process. Forty-eight participants each conducted six Web searches in a controlled setting. We examined relationships between subjective factors (happiness levels, satisfaction with and confidence in the search results, feeling lost during search, familiarity with and interest in the search topic, estimation of task difficulty) and objective factors (search behavior, search outcomes, and search-task characteristics). Data analysis was conducted using a multivariate statistical test (canonical correlations analysis). The findings confirmed existence of several relationships suggested by prior research, including relationships between objective search task difficulty and the perception of task difficulty, and between subjective states and search behaviors and outcomes. One of the original findings suggests that higher happiness levels before and during the search correlate with better feelings after the search, but also correlate with worse search outcomes and lower satisfaction, suggesting that, perhaps, it pays off to feel some “pain” during the search to “gain” quality outcomes. © 2009 Wiley Periodicals, Inc.

[1]  T. Saracevic,et al.  Relevance: A review of the literature and a framework for thinking on the notion in information science. Part II: nature and manifestations of relevance , 2007, J. Assoc. Inf. Sci. Technol..

[2]  Judith A. Tessier New Measures of User Satisfaction With Computer Based Literature Searches. , 1977 .

[3]  Constance A. Mellon Attitudes: The Forgotten Dimension in Library Instruction. , 1988 .

[4]  Carol Collier Kuhlthau Inside the Search Process: Information Seeking from the User's Perspective. , 1991 .

[5]  Ben Shneiderman,et al.  Structural analysis of hypertexts: identifying hierarchies and useful metrics , 1992, TOIS.

[6]  Gary Marchionini,et al.  Information Seeking in Electronic Environments , 1995 .

[7]  Gary Marchionini Information Seeking in Electronic Environments: Information seekers and electronic environments , 1995 .

[8]  D. Kahneman,et al.  Patients' memories of painful medical treatments: real-time and retrospective evaluations of two minimally invasive procedures , 1996, Pain.

[9]  Carol Tenopir,et al.  Affective and cognitive searching behavior of novice end-users of a full-text database , 1996 .

[10]  Diane Nahl,et al.  User-Centered Assessment of Two Web Browsers: Errors, Perceived Self-Efficacy, and Success. , 1997 .

[11]  Saul Greenberg,et al.  How people revisit web pages: empirical findings and implications for the design of history systems , 1997, Int. J. Hum. Comput. Stud..

[12]  Diane Nahl,et al.  Learning the Internet and the Structure of Information Behavior , 1998, J. Am. Soc. Inf. Sci..

[13]  D. Kahneman,et al.  Does Living in California Make People Happy? A Focusing Illusion in Judgments of Life Satisfaction , 1998 .

[14]  G. Loewenstein,et al.  Wouldn't it be nice? Predicting future feelings. , 1999 .

[15]  Malcolm Otter,et al.  Lost in hyperspace: metrics and mental models , 2000, Interact. Comput..

[16]  Dania Bilal Children's use of the Yahooligans! Web search engine: I. Cognitive, physical, and affective behaviors on fact‐based search tasks , 2000 .

[17]  Carol Tenopir,et al.  Users' interaction with World Wide Web resources: an exploratory study using a holistic approach , 2000, Inf. Process. Manag..

[18]  John E. McEneaney Graphic and numerical methods to assess navigation in hypertext , 2001, Int. J. Hum. Comput. Stud..

[19]  David Laibson,et al.  Experienced Utility and Objective Happiness: A Moment-Based Approach , 2001 .

[20]  Dania Bilal,et al.  Differences and similarities in information seeking: children and adults as Web users , 2002, Inf. Process. Manag..

[21]  Peiling Wang,et al.  Research anxiety and students' perceptions of research: An experiment. Part II. Content analysis of their writings on two experiences , 2002, J. Assoc. Inf. Sci. Technol..

[22]  Dania Bilal,et al.  Children's use of the Yahooligans! Web search engine. III. Cognitive and physical behaviors on fully self-generated search tasks , 2002, J. Assoc. Inf. Sci. Technol..

[23]  Denise E. Agosto Bounded rationality and satisficing in young people's Web-based decision making , 2002, J. Assoc. Inf. Sci. Technol..

[24]  Jacqueline Kracker Research anxiety and students' perceptions of research: An experiment. Part I. Effect of teaching Kuhlthau's ISP model , 2002, J. Assoc. Inf. Sci. Technol..

[25]  Pia Borlund,et al.  The IIR evaluation model: a framework for evaluation of interactive information retrieval systems , 2003, Inf. Res..

[26]  Louise T. Su A comprehensive and systematic model of user evaluation of Web search engines: I. Theory and background , 2003, J. Assoc. Inf. Sci. Technol..

[27]  Anthony J. Onwuegbuzie,et al.  Information search performance and research achievement: An empirical test of the Anxiety-Expectation Mediation model of library anxiety , 2004, J. Assoc. Inf. Sci. Technol..

[28]  Diane Nahl,et al.  Measuring the affective information environment of web searchers , 2005, ASIST.

[29]  Jeng-Yi Tzeng,et al.  Toward a more civilized design: studying the effects of computers that apologize , 2004, Int. J. Hum. Comput. Stud..

[30]  Ion Juvina,et al.  Discovery of Individual User Navigation Styles , 2004 .

[31]  Ion Juvina,et al.  Individual Differences and Behavioral Aspects Involved in Modeling Web Navigation , 2004, User Interfaces for All.

[32]  Diane Nahl,et al.  Affective and cognitive information behavior: Interaction effects in Internet use , 2006, ASIST.

[33]  Alissa R Sherry,et al.  Conducting and Interpreting Canonical Correlation Analysis in Personality Research: A User-Friendly Primer , 2005, Journal of personality assessment.

[34]  Jacek Gwizdka,et al.  What Can Searching Behavior Tell Us About the Difficulty of Information Tasks? A Study of Web Navigation , 2007, ASIST.

[35]  James Kalbach,et al.  “I'm feeling lucky”: The role of emotions in seeking information on the Web , 2006 .

[36]  Dania Bilal,et al.  Children's interaction with cross-cultural and multilingual digital libraries. II. Information seeking, success, and affective experience , 2007, Inf. Process. Manag..

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

[38]  Elaine Toms,et al.  Task Effects on Interactive Search: The Query Factor , 2008, INEX.

[39]  Jacek Gwizdka,et al.  Implicit measures of lostness and success in web navigation , 2007, Interact. Comput..

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

[41]  Irene Lopatovska,et al.  Willingness to pay and experienced utility as measures of affective value of information objects: Users' accounts , 2008, Inf. Process. Manag..

[42]  Joemon M. Jose,et al.  Affective feedback: an investigation into the role of emotions in the information seeking process , 2008, SIGIR '08.

[43]  Irene Lopatovska Searching for good mood: Examining relationships between search task and mood , 2009, ASIST.

[44]  Irene Lopatovska,et al.  Does the mood matter? , 2009, 2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops.