Literature DB >> 29854128

Does Level of Numeracy and Graph Literacy Impact Comprehension of Quality Targets? Findings from a Survey of Home Care Nurses.

Dawn W Dowding1,2, David Russell2, Karyn Jonas3, Nicole Onorato2, Yolanda Barrón2, Rn Jaqueline A Merrill1, Robert J Rosati3.   

Abstract

Clinical dashboards that display targets compared to performance metrics are increasingly used by healthcare organizations in their quality improvement efforts. However, few studies have evaluated the extent to which healthcare professionals can readily understand and interpret these data. This study explored associations between measures of graph literacy and numeracy in home care nurses from two agencies (N=195) with comprehension of quality targets presented in a graphical dashboard format. Data were collected using an online survey. Results from linear regression models indicated that nurses' levels of graph literacy and numeracy were positively associated with comprehension of quality targets. Nurses with low levels of both graph literacy and numeracy tended to have the lowest target comprehension scores compared to those who had high levels of both graph literacy and numeracy. Nurses with low graph literacy and high numeracy also had significantly lower scores for comprehension of quality targets compared to those with high graph literacy and numeracy. These findings suggest that developers of clinical dashboards that incorporate quality target information need to evaluate users' ability to understand the information displayed in graphs and tables before they release the product for general use in healthcare settings.

Mesh:

Year:  2018        PMID: 29854128      PMCID: PMC5977578     

Source DB:  PubMed          Journal:  AMIA Annu Symp Proc        ISSN: 1559-4076


  7 in total

1.  Influence of data display formats on physician investigators' decisions to stop clinical trials: prospective trial with repeated measures.

Authors:  L S Elting; C G Martin; S B Cantor; E B Rubenstein
Journal:  BMJ       Date:  1999-06-05

2.  Using technology to enhance the quality of home health care: three case studies of health information technology initiatives at the visiting nurse service of New York.

Authors:  David Russell; Peri Rosenfeld; Sylvia Ames; Robert J Rosati
Journal:  J Healthc Qual       Date:  2010-08-12       Impact factor: 1.095

Review 3.  Dashboards for improving patient care: review of the literature.

Authors:  Dawn Dowding; Rebecca Randell; Peter Gardner; Geraldine Fitzpatrick; Patricia Dykes; Jesus Favela; Susan Hamer; Zac Whitewood-Moores; Nicholas Hardiker; Elizabeth Borycki; Leanne Currie
Journal:  Int J Med Inform       Date:  2014-10-12       Impact factor: 4.046

4.  Graph literacy: a cross-cultural comparison.

Authors:  Mirta Galesic; Rocio Garcia-Retamero
Journal:  Med Decis Making       Date:  2010-07-29       Impact factor: 2.583

5.  General performance on a numeracy scale among highly educated samples.

Authors:  I M Lipkus; G Samsa; B K Rimer
Journal:  Med Decis Making       Date:  2001 Jan-Feb       Impact factor: 2.583

6.  Numbers can be worth a thousand pictures: individual differences in understanding graphical and numerical representations of health-related information.

Authors:  Wolfgang Gaissmaier; Odette Wegwarth; David Skopec; Ann-Sophie Müller; Sebastian Broschinski; Mary C Politi
Journal:  Health Psychol       Date:  2011-08-15       Impact factor: 4.267

7.  Nurses' Numeracy and Graphical Literacy: Informing Studies of Clinical Decision Support Interfaces.

Authors:  Karen Dunn Lopez; Diana J Wilkie; Yingwei Yao; Vanessa Sousa; Alessandro Febretti; Janet Stifter; Andrew Johnson; Gail M Keenan
Journal:  J Nurs Care Qual       Date:  2016 Apr-Jun       Impact factor: 1.597

  7 in total
  2 in total

1.  Using Feedback Intervention Theory to Guide Clinical Dashboard Design.

Authors:  Dawn Dowding; Jacqueline Merrill; David Russell
Journal:  AMIA Annu Symp Proc       Date:  2018-12-05

2.  Best practices for data visualization: creating and evaluating a report for an evidence-based fall prevention program.

Authors:  Srijesa Khasnabish; Zoe Burns; Madeline Couch; Mary Mullin; Randall Newmark; Patricia C Dykes
Journal:  J Am Med Inform Assoc       Date:  2020-02-01       Impact factor: 4.497

  2 in total

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