Literature DB >> 18677452

Clinical implications of numeracy: theory and practice.

Wendy Nelson1, Valerie F Reyna, Angela Fagerlin, Isaac Lipkus, Ellen Peters.   

Abstract

BACKGROUND: Low numeracy is pervasive and constrains informed patient choice, reduces medication compliance, limits access to treatments, impairs risk communication, and affects medical outcomes; therefore, it is incumbent upon providers to minimize its adverse effects.
PURPOSE: We provide an overview of research on health numeracy and discuss its implications in clinical contexts.
CONCLUSIONS: Low numeracy cannot be reliably inferred on the basis of patients' education, intelligence, or other observable characteristics. Objective and subjective assessments of numeracy are available in short forms and could be used to tailor health communication. Low scorers on these assessments are subject to cognitive biases, irrelevant cues (e.g., mood), and sharper temporal discounting. Because prevention of the leading causes of death (e.g., cancer and cardiovascular disease) depends on taking action now to prevent serious consequences later, those low in numeracy are likely to require more explanation of risk to engage in prevention behaviors. Visual displays can be used to make numerical relations more transparent, and different types of displays have different effects (e.g., greater risk avoidance). Ironically, superior quantitative processing seems to be achieved by focusing on qualitative gist and affective meaning, which has important implications for empowering patients to take advantage of the evidence in evidence-based medicine.

Entities:  

Mesh:

Year:  2008        PMID: 18677452      PMCID: PMC3694344          DOI: 10.1007/s12160-008-9037-8

Source DB:  PubMed          Journal:  Ann Behav Med        ISSN: 0883-6612


  90 in total

Review 1.  Genetic testing and medical decision making.

Authors:  V F Reyna; F J Lloyd; P Whalen
Journal:  Arch Intern Med       Date:  2001-11-12

2.  Understanding bias in proportion production.

Authors:  J G Hollands; Takeshi Tanaka; Brian P Dyre
Journal:  J Exp Psychol Hum Percept Perform       Date:  2002-06       Impact factor: 3.332

3.  Absolutely relative: how research results are summarized can affect treatment decisions.

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Journal:  Am J Med       Date:  1992-02       Impact factor: 4.965

4.  Emergency department patient literacy and the readability of patient-directed materials.

Authors:  R D Powers
Journal:  Ann Emerg Med       Date:  1988-02       Impact factor: 5.721

5.  Assessing values for health: numeracy matters.

Authors:  S Woloshin; L M Schwartz; M Moncur; S Gabriel; A N Tosteson
Journal:  Med Decis Making       Date:  2001 Sep-Oct       Impact factor: 2.583

6.  Health literacy and preventive health care use among Medicare enrollees in a managed care organization.

Authors:  Tracy L Scott; Julie A Gazmararian; Mark V Williams; David W Baker
Journal:  Med Care       Date:  2002-05       Impact factor: 2.983

7.  A randomized comparison of patients' understanding of number needed to treat and other common risk reduction formats.

Authors:  Stacey L Sheridan; Michael P Pignone; Carmen L Lewis
Journal:  J Gen Intern Med       Date:  2003-11       Impact factor: 5.128

8.  Inadequate functional health literacy among patients at two public hospitals.

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Journal:  JAMA       Date:  1995-12-06       Impact factor: 56.272

9.  Rapid assessment of literacy levels of adult primary care patients.

Authors:  T C Davis; M A Crouch; S W Long; R H Jackson; P Bates; R B George; L E Bairnsfather
Journal:  Fam Med       Date:  1991-08       Impact factor: 1.756

10.  The test of functional health literacy in adults: a new instrument for measuring patients' literacy skills.

Authors:  R M Parker; D W Baker; M V Williams; J R Nurss
Journal:  J Gen Intern Med       Date:  1995-10       Impact factor: 5.128

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  95 in total

Review 1.  Evidence, values, guidelines and rational decision-making.

Authors:  Bruce Barrett
Journal:  J Gen Intern Med       Date:  2011-10-05       Impact factor: 5.128

2.  Numeracy skills in CKD: correlates and outcomes.

Authors:  Khaled Abdel-Kader; Mary Amanda Dew; Mamta Bhatnagar; Christos Argyropoulos; Irina Karpov; Galen Switzer; Mark L Unruh
Journal:  Clin J Am Soc Nephrol       Date:  2010-05-27       Impact factor: 8.237

3.  Dispositional optimism and perceived risk interact to predict intentions to learn genome sequencing results.

Authors:  Jennifer M Taber; William M P Klein; Rebecca A Ferrer; Katie L Lewis; Leslie G Biesecker; Barbara B Biesecker
Journal:  Health Psychol       Date:  2014-10-13       Impact factor: 4.267

4.  Randomized study of placebo and framing information in direct-to-consumer print advertisements for prescription drugs.

Authors:  Amie C O'Donoghue; Helen W Sullivan; Kathryn J Aikin
Journal:  Ann Behav Med       Date:  2014-12

5.  Does Type 2 Diabetes Genetic Testing and Counseling Reduce Modifiable Risk Factors? A Randomized Controlled Trial of Veterans.

Authors:  Corrine I Voils; Cynthia J Coffman; Janet M Grubber; David Edelman; Azita Sadeghpour; Matthew L Maciejewski; Jamiyla Bolton; Alex Cho; Geoffrey S Ginsburg; William S Yancy
Journal:  J Gen Intern Med       Date:  2015-04-16       Impact factor: 5.128

6.  Measuring me: using nutrition education curriculum activities to teach elementary mathematics.

Authors:  Sara McLeod; Virginia Carraway-Stage; Jana Hovland; Melani Duffrin
Journal:  J Nutr Educ Behav       Date:  2012-01-27       Impact factor: 3.045

7.  Women's preferences for and experiences with prenatal genetic testing decision making: Sociodemographic disparities in preference-concordant decision making.

Authors:  Fabiola Molina; Christine Dehlendorf; Steven E Gregorich; Miriam Kuppermann
Journal:  Patient Educ Couns       Date:  2018-10-29

8.  Numeracy and Interpretation of Prognostic Estimates in Intracerebral Hemorrhage Among Surrogate Decision Makers in the Neurologic ICU.

Authors:  Nikita Leiter; Melissa Motta; Robert M Reed; Temitope Adeyeye; Debra L Wiegand; Nirav G Shah; Avelino C Verceles; Giora Netzer
Journal:  Crit Care Med       Date:  2018-02       Impact factor: 7.598

9.  Don't know responses to cognitive and affective risk perception measures: Exploring prevalence and socio-demographic moderators.

Authors:  Eva Janssen; Philippe Verduyn; Erika A Waters
Journal:  Br J Health Psychol       Date:  2018-02-02

10.  How Are Information Seeking, Scanning, and Processing Related to Beliefs About the Roles of Genetics and Behavior in Cancer Causation?

Authors:  Erika A Waters; Courtney Wheeler; Jada G Hamilton
Journal:  J Health Commun       Date:  2016-09-23
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