Skip to main content

Part of the book series: Intelligent Systems Reference Library ((ISRL,volume 134))

Abstract

Cultural congruity between patients and healthcare providers has been demonstrated to be an important factor in maximizing the efficacy of healthcare. Similarly, the targeting and tailoring of health messages for a particular culture has been shown to increase their impact on patients, compared to generic messages. These findings indicate the importance of culture in designing messages, interventions, and care protocols intended to increase population health, especially for minority cultures for which generic messages and interventions represent a cultural mismatch. As our healthcare processes become automated—to increase access, decrease cost, and improve care—attention to cultural cues and their effects becomes more and more important. While cultural cues can be encoded in very subtle ways in any computer interface, embodied conversational agents provide a health communication medium in which culture can be explicitly encoded in order to achieve the same benefits of cultural congruity and tailoring seen in human-human interactions. In this chapter we review research on cultural congruity and tailoring in traditional medicine, and how these effects can be achieved with conversational agents. We present the results of an empirical study of the effects of cultural and linguistic tailoring of an animated exercise coach on user ratings of the coach’s trustworthiness and persuasiveness. We then review two large-scale systems for longitudinal health behavior change intervention which feature conversational agent-based health coaches tailored for specific minority cultures: Latinos in Northern California and those in the Boston area. We also review results from a pilot study on the effectiveness of one of these systems in promoting physical activity over a four-month period of time. We close the chapter with a research agenda and challenges for future work in culturally-tailored conversational healthcare agents.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

eBook
USD 16.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Carrillo, J., Green, A., Betancourt, J.: Cross-cultural primary care: a patient-based approach. Ann. Int. Med. 130, 829–834 (1999)

    Article  Google Scholar 

  2. Schouten, B., Meeuwesen, L.: Cultural differences in medical communication: a review of the literature. Patient Educ. Couns. 64, 21–34 (2006)

    Article  Google Scholar 

  3. Brach, C., Fraser, I.: Can cultural competency reduce racial and ethnic health disparities? A review and conceptual model. Med. Care Res. Rev. 57(Suppl 1), 181–217 (2000)

    Article  Google Scholar 

  4. Noar, S.M., Benac, C., Harris, M.: Does tailoring matter? Meta-analytic review of tailored print health behavior change interventions. Psychol. Bull. 133, 673–693 (2007)

    Article  Google Scholar 

  5. Hawkins, R.P., Kreuter, M., Resnicow, K., Fishbein, M., Dijkstra, A.: Understanding tailoring in communicating about health. Health Educ. Res. 23(3), 454–466 (2008)

    Article  Google Scholar 

  6. Nielsen-Bohlman, L., Panzer, A., Kindig, D.: Health literacy: a prescription to end confusion. The National Academies of Sciences (2004)

    Google Scholar 

  7. Rossen, B., Johnsen, K., Deladisma, A., Lind, S., Lok, B.: Virtual humans elicit skin-tone bias consistent with real-world skin-tone biases. In: Proc. IVA 2008. Springer (2008)

    Google Scholar 

  8. Endrass, B., Rehm, M., André, E.: Culture-specific communication management for virtual agents. In: Proc. of 8th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS 2009), International Foundation for Autonomous Agents and Multiagent Systems, pp. 281–287 (2009)

    Google Scholar 

  9. Jan, D., Herrera, D., Martinovski, B., Novick, D., Traum, D.: A computational model of culture-specific conversational behavior. In: Proc. IVA 2007, pp. 45–56. Springer (2007)

    Google Scholar 

  10. Albert, R., Ha, A.: Latino/Anglo-American differences in attributions to situations involving touch and silence. Int. J. Intercultural Relat. 28(3–4), 253–280 (2004)

    Article  Google Scholar 

  11. Lafferty, J., Eady, P.: The desert survival problem. Experimental Learning Methods (1974)

    Google Scholar 

  12. Cacioppo, J.T., Petty, R.E., Feinstein, J.A., Jarvis, W.B.G.: Dispositional differences in cognitive motivation: The life and times of individuals varying in need for cognition. Psychol. Bull. 119(2), 197 (1996)

    Article  Google Scholar 

  13. Yin, L., Bickmore, T., Cortés, D.E.: The impact of linguistic and cultural congruity on persuasion by conversational agents. In: Proc. Intelligent Virtual Agents, pp. 343–349. Springer (2010)

    Google Scholar 

  14. Petty, R., Cacioppo, J.T.: Communication and persuasion: central and peripheral routes to attitude change. Springer Science & Business Media (2012)

    Google Scholar 

  15. Bickmore, T., Pfeifer, L., Byron, D., Forsythe, S., Henault, L., Jack, B., Silliman, R., Paasche-Orlow, M.: Usability of conversational agents by patients with inadequate health literacy: evidence from two clinical trials. J. Health Comm. 15(Suppl 2), 197–210 (2010)

    Article  Google Scholar 

  16. McNeill, D.: Hand and mind: what gestures reveal about thought. Cambridge University Press, Cambridge (1992)

    Google Scholar 

  17. Clark, H.H., Brennan, S.E.: Grounding in Communication. In: Resnick, L.B., Levine, J.M., Teasley, S.D. (eds.) Perspectives on Socially Shared Cognition, pp. 127–149 (1991)

    Google Scholar 

  18. King, A., Bickmore, T., Campero, M., Pruitt, L., Yin, L.: Employing ‘virtual advisors’ in preventive care for underserved communities: results from the COMPASS study. J. Health Comm. 18(12), 1449–1464 (2013)

    Article  Google Scholar 

  19. Stewart, A., Verboncoeur, C., McLellan, B., Gillis, D., Rush, S., Mills, K., King, A., Ritter, P., Brown, B., Bortz, W.: Physical activity outcomes of champs II: a physical activity promotion program for older adults. J. Gerontol. 56A(8), M465–M470 (2001)

    Article  Google Scholar 

  20. Horvath, A., Greenberg, L.: Development and validation of the working alliance inventory. J. Couns. Psychol. 36(2), 223–233 (1989)

    Article  Google Scholar 

  21. Meichenbaum, D., Cameron, R.: Stress inoculation training. Springer (1989)

    Google Scholar 

  22. Bickmore, T., Schulman, D., Yin, L.: Engagement vs. deceit: virtual humans with human autobiographies. In: Proc. IVA 2009, pp. 6–19. Springer (2009)

    Google Scholar 

  23. Hofstede, G.: Culture’s consequences: comparing values, behaviors, institutions, and organizations across nations. Sage Pubns (2001)

    Google Scholar 

  24. Gannon, M.J.: Paradoxes of culture and globalization. Sage Publications (2007)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Langxuan Yin .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer International Publishing AG

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Yin, L., Bickmore, T. (2018). Culturally-Aware Healthcare Systems. In: Faucher, C. (eds) Advances in Culturally-Aware Intelligent Systems and in Cross-Cultural Psychological Studies. Intelligent Systems Reference Library, vol 134. Springer, Cham. https://doi.org/10.1007/978-3-319-67024-9_5

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-67024-9_5

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-67022-5

  • Online ISBN: 978-3-319-67024-9

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics