Human Judgment Accuracy, Multidimensional Graphics, and Humans Versus Models

Stock, Duane; Watson, Collin J.

doi:10.2307/2490708

Cited by 62 publications

(31 citation statements)

References 12 publications

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“…Patients rated by psychiatrists [21] Minnesota Multiphasic Personality Inventory Medical data [32] unknown Medical images [56] unknown Cars dataset [34] http://davis.wpi.edu/ xmdv/datasets/cars.html Project plans [35] unknown MM5 weather information [36] unknown Weather information [37] NCEP forecast model Weather information [42] Operational Regional Atmospheric Prediction System Modified U.S. census data [38] unknown Financial data [40] Investment in education USA (2008) Financial data [84] Wall Street Journal Index (1974 and 1975) Financial data [85] Standard and Poor's firm list (1974 and 1975) Classical music data [41] unknown k data [43] Lostpedia wiki edits Network data [44] 10 best ranked movies (IMDb) Google search results [45] http://www.google.de Marathon runners [50] unknown Power plant statistics [53] unknown Audio information [62] One laptop per child sound library Biological data [70] unknown Economic variables [77] U.S. Department of commerce & labor Tensor data [92] DTI dataset possible confounding factors, so as to better reason about changes in performance when modifying specific aspects of the same design [91], or when comparing it with other representations [48], [49], [50], [54], [64], or layouts [55].…”

Section: Dataset Availabilitymentioning

confidence: 99%

“…This is perhaps not surprising as glyphs are often meant to provide quick overviews over a large number of varying multi-dimensional data points-and the use of synoptic tasks may reflect the authors' desire to test glyphs in a realistic use context. Multi-dimensional [21], [34], [36], [37], [38], [40], [42], [45], [46], [48], [49], [50], [51], [53], [60], [65], [72], [79], [88], [90], [91] [32] [38], [84], [85] [17], [33], [45], [47], [52], [57], [58], [59], [61], [63], [64], [66], [73], [74], [75], [76], [77], [78], [80], [86], [87], [89], [92] [37], [39], [40], …”

Section: Task Spacementioning

confidence: 99%

See 1 more Smart Citation

A Systematic Review of Experimental Studies on Data Glyphs

Fuchs

Isenberg

Bezerianos³

et al. 2017

IEEE Trans. Visual. Comput. Graphics

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Abstract-We systematically reviewed 64 user-study papers on data glyphs to help researchers and practitioners gain an informed understanding of tradeoffs in the glyph design space. The glyphs we consider are individual representations of multi-dimensional data points, often meant to be shown in small-multiple settings. Over the past 60 years many different glyph designs were proposed and many of these designs have been subjected to perceptual or comparative evaluations. Yet, a systematic overview of the types of glyphs and design variations tested, the tasks under which they were analyzed, or even the study goals and results does not yet exist. In this paper we provide such an overview by systematically sampling and tabulating the literature on data glyph studies, listing their designs, questions, data, and tasks. In addition we present a concise overview of the types of glyphs and their design characteristics analyzed by researchers in the past, and a synthesis of the study results. Based on our meta analysis of all results we further contribute a set of design implications and a discussion on open research directions.

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Section: Dataset Availabilitymentioning

confidence: 99%

Section: Task Spacementioning

confidence: 99%

A Systematic Review of Experimental Studies on Data Glyphs

Fuchs

Isenberg

Bezerianos³

et al. 2017

IEEE Trans. Visual. Comput. Graphics

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“…One body of literature suggests that the use of an appropriate presentation format increases decision accuracy (Stock and Watson, 1984;Dickson et al, 1986;Iselin, 1988;Vessey, 1991;Mackay and Villareal, 1987;Hard and Vanecek, 1991;Stone and Schkade, 1991;Anderson and Kaplan, 1992;Ramarapu et al, 1997;Frownfelter-Lohrke, 1998;Almer et al, 2003;Hodge et al, 2004;Ghani et al, 2007). Another body of literature suggests that presentation format does not affect decision accuracy regardless of whether the decision-makers rely on an appropriate presentation format (Bricker and Nehmer, 1995;Dull et al, 2003;So and Smith, 2003).…”

Section: Decision Accuracymentioning

confidence: 99%

The Role of Presentation Format on Decision-makers’ Behaviour in Accounting

Ghani¹,

Laswad²,

Tooley³

et al. 2009

IBR

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The recent increase in researching presentation format area is resulting by the increase in awareness on the importance of presentation format on decision-makers' behaviour. This paper presents a synthesis of prior research on presentation format in the accounting literature which could be used as bases and references for future research. It reviews and evaluates existing accounting literature that examines the linkages of presentation format on decision-makers' behaviour. Finally, future research opportunities in this area are made.

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“…Accounting preparers use presentation format to disseminate accounting information because presentation format is impervious to many human information processing limitations (Stock and Watson, 1984;Frownfelter-Lohrke, 1998). The role of presentation format as an aid for decision-makers has been supported in a variety of tasks such as to influence affective responses (Rose, 2002) or to improve reporting transparency (Hodge et al, 2004).…”

Section: Introductionmentioning

confidence: 99%