Promoting Performance Information Use Through Data Visualization: Evidence from an Experiment

被引:15
作者
Ballard, Andrew [1 ]
机构
[1] Rutgers State Univ, Sch Publ Affairs & Adm, Newark, NJ USA
关键词
data visualization; experiment; performance management; public health; PUBLIC-HEALTH; GRAPHICAL DISPLAY; BIG DATA; MANAGEMENT; IMPACT; FUTURE; COMMUNICATION; COMPREHENSION; DIRECTIONS; VIGNETTE;
D O I
10.1080/15309576.2019.1592763
中图分类号
C93 [管理学]; D035 [国家行政管理]; D523 [行政管理]; D63 [国家行政管理];
学科分类号
12 ; 1201 ; 1202 ; 120202 ; 1204 ; 120401 ;
摘要
"We have all this data, why don't we use it?" This question seems to be a constant in performance literature. Although the uptake in performance management throughout the public sector has been pronounced in recent decades, particularly among public health departments, both empirical and anecdotal evidence suggest that few organizations have gone beyond simply collecting and reporting performance data to actually integrating these data into their decision-making processes. One barrier to such integration may be the lack of visual accessibility in performance data reports. Research in other fields has provided strong evidence suggesting that visualizing data, rather than providing simply numerical displays, promotes data cognition and use. This study employs an experimental survey vignette design to test whether graphically displayed performance information results in higher intended rates of performance information use among public health managers. The results suggest that in some instances, specifically ratio indicators and benchmarking reporting, data visualization increases the intention of public managers to use that information for decision making. This study provides both practical approaches to promoting performance-data utilizing as well as opening new avenues to performance research around data value and cognition.
引用
收藏
页码:109 / 128
页数:20
相关论文
共 75 条
[1]   USE OF VIGNETTES IN SURVEY-RESEARCH [J].
ALEXANDER, CS ;
BECKER, HJ .
PUBLIC OPINION QUARTERLY, 1978, 42 (01) :93-104
[2]   Factors influencing the use of performance data to improve municipal services: Evidence from the North Carolina Benchmarking Project [J].
Ammons, David N. ;
Rivenbark, William C. .
PUBLIC ADMINISTRATION REVIEW, 2008, 68 (02) :304-318
[3]   Design features of graphs in health risk communication: A systematic review [J].
Ancker, Jessica S. ;
Senathirajah, Yalini ;
Kukafka, Rita ;
Starren, Justin B. .
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2006, 13 (06) :608-618
[4]   Evaluation of an integrated graphical display to promote acute change detection in ICU patients [J].
Anders, Shilo ;
Albert, Robert ;
Miller, Anne ;
Weinger, Matthew B. ;
Doig, Alexa K. ;
Behrens, Michael ;
Agutter, Jim .
INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2012, 81 (12) :842-851
[5]   Experimental Vignette Studies in Survey Research [J].
Atzmueller, Christiane ;
Steiner, Peter M. .
METHODOLOGY-EUROPEAN JOURNAL OF RESEARCH METHODS FOR THE BEHAVIORAL AND SOCIAL SCIENCES, 2010, 6 (03) :128-138
[6]   The Role of Evidence in Politics: Motivated Reasoning and Persuasion among Politicians [J].
Baekgaard, Martin ;
Christensen, Julian ;
Dahlmann, Casper Mondrup ;
Mathiasen, Asbjorn ;
Petersen, Niels Bjorn Grund .
BRITISH JOURNAL OF POLITICAL SCIENCE, 2019, 49 (03) :1117-1140
[7]   Interpreting Performance Information: Motivated Reasoning or Unbiased Comprehension [J].
Baekgaard, Martin ;
Serritzlew, Soren .
PUBLIC ADMINISTRATION REVIEW, 2016, 76 (01) :73-82
[8]   Conducting Experiments in Public Management Research: A Practical Guide [J].
Baekgaard, Martin ;
Baethge, Caroline ;
Blom-Hansen, Jens ;
Dunlop, Claire A. ;
Esteve, Marc ;
Jakobsen, Morten ;
Kisida, Brian ;
Marvel, John ;
Moseley, Alice ;
Serritzlew, Soren ;
Stewart, Patrick ;
Thomsen, Mette Kjaergaard ;
Wolf, Patrick J. .
INTERNATIONAL PUBLIC MANAGEMENT JOURNAL, 2015, 18 (02) :323-342
[9]  
Behn R.D., 2007, What all mayors would like to know about Baltimore's CitiStat performance strategy
[10]  
Behn R.D., 2008, PUBLIC PERFORM MANAG, V32, P206, DOI [https://doi.org/10.2753/PMR1530-9576320202, DOI 10.2753/PMR1530-9576320202]