Literature DB >> 30815056

Using conversational agents to explain medication instructions to older adults.

Renato F L Azevedo1,2,3, Dan Morrow1, James Graumlich2, Ann Willemsen-Dunlap2,3, Mark Hasegawa-Johnson1, Thomas S Huang1, Kuangxiao Gu1, Suma Bhat1, Tarek Sakakini1, Victor Sadauskas2, Donald J Halpin2,3.   

Abstract

In an effort to guide the development of a computer agent (CA)-based adviser system that presents patient-centered language to older adults (e.g., medication instructions in portal environments or smartphone apps), we evaluated 360 older and younger adults' responses to medication information delivered by a set of CAs. We assessed patient memory for medication information, their affective responses to the information, their perception of the CA's teaching effectiveness and expressiveness, and their perceived level of similarity with each CA. Each participant saw CAs varying in appearance and levels of realism (Photo-realistic vs Cartoon vs Emoji, as control condition). To investigate the impact of affective cues on patients, we varied CA message framing, with effects described either as gains of taking or losses of not taking the medication. Our results corroborate the idea that CAs can produce a significant effect on older adults' learning in part by engendering social responses.

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Mesh:

Year:  2018        PMID: 30815056      PMCID: PMC6371340     

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


  35 in total

1.  Motivation and representational processes in adulthood: the effects of social accountability and information relevance.

Authors:  T M Hess; D C Rosenberg; S J Waters
Journal:  Psychol Aging       Date:  2001-12

2.  Framing effects in younger and older adults.

Authors:  Sunghan Kim; David Goldstein; Lynn Hasher; Rose T Zacks
Journal:  J Gerontol B Psychol Sci Soc Sci       Date:  2005-07       Impact factor: 4.077

3.  Automatic generation of spoken dialogue from medical plans and ontologies.

Authors:  Martin Beveridge; John Fox
Journal:  J Biomed Inform       Date:  2006-02-02       Impact factor: 6.317

4.  Following your heart or your head: focusing on emotions versus information differentially influences the decisions of younger and older adults.

Authors:  Joseph A Mikels; Corinna E Löckenhoff; Sam J Maglio; Mary K Goldstein; Alan Garber; Laura L Carstensen
Journal:  J Exp Psychol Appl       Date:  2010-03

5.  Adult Age Differences in Dual Information Processes: Implications for the Role of Affective and Deliberative Processes in Older Adults' Decision Making.

Authors:  Ellen Peters; Thomas M Hess; Daniel Västfjäll; Corinne Auman
Journal:  Perspect Psychol Sci       Date:  2007-03

6.  The Unified Medical Language System.

Authors:  D A Lindberg; B L Humphreys; A T McCray
Journal:  Methods Inf Med       Date:  1993-08       Impact factor: 2.176

7.  Using computer agents to explain medical documents to patients with low health literacy.

Authors:  Timothy W Bickmore; Laura M Pfeifer; Michael K Paasche-Orlow
Journal:  Patient Educ Couns       Date:  2009-03-17

Review 8.  How numeracy influences risk comprehension and medical decision making.

Authors:  Valerie F Reyna; Wendy L Nelson; Paul K Han; Nathan F Dieckmann
Journal:  Psychol Bull       Date:  2009-11       Impact factor: 17.737

9.  Brief questions to identify patients with inadequate health literacy.

Authors:  Lisa D Chew; Katharine A Bradley; Edward J Boyko
Journal:  Fam Med       Date:  2004-09       Impact factor: 1.756

10.  Efficacy of a web-based intelligent tutoring system for communicating genetic risk of breast cancer: a fuzzy-trace theory approach.

Authors:  Christopher R Wolfe; Valerie F Reyna; Colin L Widmer; Elizabeth M Cedillos; Christopher R Fisher; Priscila G Brust-Renck; Audrey M Weil
Journal:  Med Decis Making       Date:  2014-05-14       Impact factor: 2.583

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  3 in total

1.  Comparing Older and Younger Adults Perceptions of Voice and Text-based Search for Consumer Health Information Tasks.

Authors:  Karen Bonilla; Brian Gaitan; Jamie Sanders; Noami Khenglawt; Aqueasha Martin-Hammond
Journal:  AMIA Annu Symp Proc       Date:  2022-02-21

2.  Benefits of, Barriers to, and Needs for an Artificial Intelligence-Powered Medication Information Voice Chatbot for Older Adults: Interview Study With Geriatrics Experts.

Authors:  Meghana Gudala; Mary Ellen Trail Ross; Sunitha Mogalla; Mandi Lyons; Padmavathy Ramaswamy; Kirk Roberts
Journal:  JMIR Aging       Date:  2022-04-28

Review 3.  Conversational Agents in Health Care: Scoping Review and Conceptual Analysis.

Authors:  Lorainne Tudor Car; Dhakshenya Ardhithy Dhinagaran; Bhone Myint Kyaw; Tobias Kowatsch; Shafiq Joty; Yin-Leng Theng; Rifat Atun
Journal:  J Med Internet Res       Date:  2020-08-07       Impact factor: 5.428

  3 in total

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