Seeking health information on the web: Positive hypothesis testing

被引:13
作者
Kayhan, Varol Onur [1 ]
机构
[1] Univ S Florida, Coll Business, St Petersburg, FL 33701 USA
关键词
Confirmation bias; Positive hypothesis testing; Keyword search; Debiasing; BLOOD-PRESSURE; COFFEE CONSUMPTION; COGNITIVE BIASES; DECISION-MAKING; JUDGMENT; HYPERTENSION; ADJUSTMENT; STRATEGIES; CHOICE; TASK;
D O I
10.1016/j.ijmedinf.2012.12.004
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Purpose: The goal of this study is to investigate positive hypothesis testing among consumers of health information when they search the Web. After demonstrating the extent of positive hypothesis testing using Experiment 1, we conduct Experiment 2 to test the effectiveness of two debiasing techniques. Methods: A total of 60 undergraduate students searched a tightly controlled online database developed by the authors to test the validity of a hypothesis. The database had four abstracts that confirmed the hypothesis and three abstracts that disconfirmed it. Results: Findings of Experiment 1 showed that majority of participants (85%) exhibited positive hypothesis testing. In Experiment 2, we found that the recommendation technique was not effective in reducing positive hypothesis testing since none of the participants assigned to this server could retrieve disconfirming evidence. Experiment 2 also showed that the incorporation technique successfully reduced positive hypothesis testing since 75% of the participants could retrieve disconfirming evidence. Conclusion: Positive hypothesis testing on the Web is an understudied topic. More studies are needed to validate the effectiveness of the debiasing techniques discussed in this study and develop new techniques. Search engine developers should consider developing new options for users so that both confirming and disconfirming evidence can be presented in search results as users test hypotheses using search engines. (C) 2012 Elsevier Ireland Ltd. All rights reserved.
引用
收藏
页码:268 / 275
页数:8
相关论文
共 54 条
[1]   Is Query Reuse Potentially Harmful? Anchoring and Adjustment in Adapting Existing Database Queries [J].
Allen, Gove ;
Parsons, Jeffrey .
INFORMATION SYSTEMS RESEARCH, 2010, 21 (01) :56-77
[2]  
Anderson C.A., 1982, Social Cognition, V1, P126, DOI [10.1521/soco.1982.1.2.126, DOI 10.1521/SOCO.1982.1.2.126]
[3]  
[Anonymous], 2011, SOCIAL LIFE HLTH INF
[4]  
[Anonymous], 2008, NY TIMES
[5]   DIAGNOSTICITY AND PSEUDODIAGNOSTICITY [J].
BEYTHMAROM, R ;
FISCHHOFF, B .
JOURNAL OF PERSONALITY AND SOCIAL PSYCHOLOGY, 1983, 45 (06) :1185-1195
[6]   The influence of irrelevant anchors on the judgments and choices of doctors and patients [J].
Brewer, Noel T. ;
Chapman, Gretchen B. ;
Schwartz, Janet A. ;
Bergus, George R. .
MEDICAL DECISION MAKING, 2007, 27 (02) :203-211
[7]   ASSOCIATION OF LIFE-STYLE AND PERSONALITY-CHARACTERISTICS WITH BLOOD-PRESSURE AND HYPERTENSION - A CROSS-SECTIONAL STUDY IN THE ELDERLY [J].
BURKE, V ;
BEILIN, LJ ;
GERMAN, R ;
GROSSKOPF, S ;
RITCHIE, J ;
PUDDEY, IB ;
ROGERS, P .
JOURNAL OF CLINICAL EPIDEMIOLOGY, 1992, 45 (10) :1061-1070
[9]   PSEUDO-DIAGNOSTICITY [J].
DOHERTY, ME ;
MYNATT, CR ;
TWENEY, RD ;
SCHIAVO, MD .
ACTA PSYCHOLOGICA, 1979, 43 (02) :111-121
[10]  
Evans J. S. B., 1993, HUMAN REASONING THE