Numbers Can Be Worth a Thousand Pictures: Individual Differences in Understanding Graphical and Numerical Representations of Health-Related Information

被引:124
作者
Gaissmaier, Wolfgang [1 ]
Wegwarth, Odette [1 ]
Skopec, David [2 ]
Mueller, Ann-Sophie [2 ]
Broschinski, Sebastian [2 ]
Politi, Mary C. [3 ]
机构
[1] Max Planck Inst Human Dev, Harding Ctr Risk Literacy, D-14195 Berlin, Germany
[2] Zurich Univ Arts, Dept Design, Zurich, Switzerland
[3] Washington Univ, Sch Med, Dept Surg, St Louis, MO 63110 USA
关键词
graph literacy; health literacy; icon arrays; medical decision making; risk communication; RISK COMMUNICATION; NUMERACY SCALE; DECISION AIDS; COMPREHENSION; BENEFIT; MEMORY; ADULTS; WORDS;
D O I
10.1037/a0024850
中图分类号
B849 [应用心理学];
学科分类号
040203 ;
摘要
Objective: Informed medical decision making requires comprehending statistical information. We aimed to improve the understanding of conveying health-related statistical information with graphical representations compared with numerical representations. First, we investigated whether the iconicity of representations (i.e., their abstractness vs. concreteness) affected comprehension and recall of statistical information. Second, we investigated whether graph literacy helps to identify individuals who comprehend graphical representations better than numerical representations. Method: Participants (N = 275) were randomly assigned to receive different representations of health-related statistical information, ranging from very low iconicity (numbers) to very high iconicity (icon arrays including photographs). Comprehension and recall of the information were assessed. Additionally, participants rated the accessibility of the information and the attractiveness of the representation. Graph literacy was assessed by means of a recently developed scale. Results: The only difference between representations that affected comprehension and recall was the difference between graphics and numbers; the actual level of iconicity of graphics did not matter. Individuals with high graph literacy had better comprehension and recall when presented with graphics instead of numbers, and they rated graphical information as more accessible than numerical information, whereas the reverse was true for individuals with low graph literacy, F(4, 185) an 2.60, p = .04, eta(2)(p) = .05, and F(4, 245) = 2.71, p =.03, eta(2)(p) = .04, respectively. Both groups judged graphical representations as more attractive than numerical representations. Conclusion: An assessment of graph literacy distinguished individuals who are best informed with graphical representations of statistical information from those who are better informed with numerical representations.
引用
收藏
页码:286 / 296
页数:11
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共 44 条
  • [31] Numeracy and decision making
    Peters, E
    Västfjäll, D
    Slovic, P
    Mertz, CK
    Mazzocco, K
    Dickert, S
    [J]. PSYCHOLOGICAL SCIENCE, 2006, 17 (05) : 407 - 413
  • [32] Less is more in presenting quality information to consumers
    Peters, Ellen
    Dieckmann, Nathan
    Dixon, Anna
    Hibbard, Judith H.
    Mertz, C. K.
    [J]. MEDICAL CARE RESEARCH AND REVIEW, 2007, 64 (02) : 169 - 190
  • [33] Theories of Medical Decision Making and Health: An Evidence-Based Approach
    Reyna, Valerie F.
    [J]. MEDICAL DECISION MAKING, 2008, 28 (06) : 829 - 833
  • [34] The importance of mathematics in health and human judgment: Numeracy, risk communication, and medical decision making
    Reyna, Valerie F.
    Brainerd, Charles J.
    [J]. LEARNING AND INDIVIDUAL DIFFERENCES, 2007, 17 (02) : 147 - 159
  • [35] How Numeracy Influences Risk Comprehension and Medical Decision Making
    Reyna, Valerie F.
    Nelson, Wendy L.
    Han, Paul K.
    Dieckmann, Nathan F.
    [J]. PSYCHOLOGICAL BULLETIN, 2009, 135 (06) : 943 - 973
  • [36] The drug facts box: Providing consumers with simple tabular data on drug benefit and harm
    Schwartz, Lisa M.
    Woloshin, Steven
    Welch, H. Gilbert
    [J]. MEDICAL DECISION MAKING, 2007, 27 (05) : 655 - 662
  • [37] The role of numeracy in understanding the benefit of screening mammography
    Schwartz, LM
    Woloshin, S
    Black, WC
    Welch, HG
    [J]. ANNALS OF INTERNAL MEDICINE, 1997, 127 (11) : 966 - 972
  • [38] RECOGNITION MEMORY FOR WORDS SENTENCES AND PICTURES
    SHEPARD, RN
    [J]. JOURNAL OF VERBAL LEARNING AND VERBAL BEHAVIOR, 1967, 6 (01): : 156 - +
  • [39] Effects of numerical and graphical displays on professed risk-taking behavior
    Stone, ER
    Yates, JF
    Parker, AM
    [J]. JOURNAL OF EXPERIMENTAL PSYCHOLOGY-APPLIED, 1997, 3 (04) : 243 - 256
  • [40] Single dose oral paracetamol (acetaminophen) with codeine for postoperative pain in adults
    Toms, Laurence
    Derry, Sheena
    Moore, R. Andrew
    McQuay, Henry J.
    [J]. COCHRANE DATABASE OF SYSTEMATIC REVIEWS, 2009, (01):