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Research Article

An empirically grounded sociotechnical perspective on designing virtual agents for older adults

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Pages 481-510 | Received 20 Jun 2019, Accepted 15 Feb 2020, Published online: 20 Mar 2020

References

  • Ballegaard, S. A., Hansen, T. R., & Kyng, M. (2008, April). Healthcare in everyday life: Designing healthcare services for daily life. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (pp. 1807–1816). Florence, Italy: ACM.
  • Baxter, G., & Sommerville, I. (2011). Socio-technical systems: From design methods to systems engineering. Interacting with Computers, 23(1), 4–17. doi:10.1016/j.intcom.2010.07.003
  • Bickmore, T., & Cassell, J. (2001, March). Relational agents: A model and implementation of building user trust. Proceedings of the SIGCHI conference on Human factors in computing systems (pp. 396–403). Seattle, Washington: ACM.
  • Bickmore, T., & Schulman, D. (2007, April). Practical approaches to comforting users with relational agents. CHI’07 extended abstracts on Human factors in computing systems (pp. 2291–2296). San Jose, CA: ACM.
  • Bickmore, T., Schulman, D., & Shaw, G. (2009, September). DTask and litebody: Open source, standards-based tools for building web-deployed embodied conversational agents. In International workshop on intelligent virtual agents (pp. 425–431), Amsterdam, Netherlands. Berlin, Heidelberg: Springer.
  • Bickmore, T. W., Pfeifer, L., Schulman, D., Perera, S., Senanayake, C., & Nazmi, I. (2008, April). Public displays of affect: Deploying relational agents in public spaces. CHI’08 Extended Abstracts on Human Factors in Computing Systems (pp. 3297–3302). Florence, Italy: ACM.
  • Bickmore, T. W., Silliman, R. A., Nelson, K., Cheng, D. M., Winter, M., Henault, L., & Paasche‐Orlow, M. K. (2013). A randomized controlled trial of an automated exercise coach for older adults. Journal of the American Geriatrics Society, 61(10), 1676–1683. doi:10.1111/jgs.12449
  • BMO (2018). Chatbots. Retrieved from https://www.bmo.com/main/personal/chatbot/
  • Braun, V., & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative Research in Psychology, 3(2), 77–101. doi:10.1191/1478088706qp063oa
  • Browne, S. (2015). Dark matters: On the surveillance of blackness. Durham, North Carolina: Duke University Press.
  • Byron, S. M., & Young, J. I. (2000). Information seeking in a virtual learning environment. Research Strategies, 17(4), 257–267. doi:10.1016/S0734-3310(01)00055-6
  • Cafaro, A., Vilhjálmsson, H. H., Bickmore, T. W., Heylen, D., & Schulman, D. (2013, May). First impressions in user-agent encounters: The impact of an agent’s nonverbal behavior on users’ relational decisions. Proceedings of the 2013 international conference on Autonomous agents and multi-agent systems (pp. 1201–1202). Saint Paul, Minnesota: International Foundation for Autonomous Agents and Multiagent Systems.
  • Cassell, J., Sullivan, J., Churchill, E., & Prevost, S. (Eds.). (2000). Embodied conversational agents. Cambridge, Massachusetts: MIT press.
  • CereProc Text-to-Speech. (n.d.). Retrieved from https://www.cereproc.com/en/products/sdk
  • Chiu, M. H. P., & Wu, C. C. (2012). Integrated ACE model for consumer health information needs: A content analysis of questions in Yahoo! Answers. Proceedings of the American Society for Information Science and Technology, 49(1), 1–10. doi:10.1002/meet.14504901093
  • Cronin, B. (2008). The sociological turn in information science. Journal of Information Science, 34(4), 465–475. doi:10.1177/0165551508088944
  • Dervin, B. (1983). An overview of sense-making research: Concepts, methods, and results to date. Dallas, Texas: The Author.
  • Dervin, B., Jacobson, T. L., & Nilan, M. S. (1982). Measuring aspects of information seeking: A test of a quantitative/qualitative methodology. Annals of the International Communication Association, 6(1), 419–444. doi:10.1080/23808985.1982.11678506
  • DeVault, D., Artstein, R., Benn, G., Dey, T., Fast, E., Gainer, A., … Lucas, G. (2014, May). SimSensei Kiosk: A virtual human interviewer for healthcare decision support. Proceedings of the 2014 International conference on Autonomous agents and multi-agent systems (pp. 1061–1068). Paris, France: International Foundation for Autonomous Agents and Multiagent Systems.
  • Esposito, A., Amorese, T., Cuciniello, M., Esposito, A. M., Troncone, A., Torres, M. I., … Cordasco, G. (2018, July). Seniors’ acceptance of virtual humanoid agents. In Italian forum of ambient assisted living (pp. 429–443). Cham, Switzerland: Springer.
  • Eubanks, V. (2018). Automating inequality: How high-tech tools profile, police, and punish the poor. Manhattan, NY: St. Martin’s Press
  • Fitzpatrick, K. K., Darcy, A., & Vierhile, M. (2017). Delivering cognitive behavior therapy to young adults with symptoms of depression and anxiety using a fully automated conversational agent (Woebot): A randomized controlled trial. JMIR Mental Health, 4(2), e19. doi:10.2196/mental.7785
  • Halpenny, R. (2014). Telehealth/telemedicine: E-enabling our health system. interior health. Retrieved from https://www.ubcm.ca/assets/Convention/2014/Presentations/Monday~Sessions/Improving~Health~for~Remote~and~Rural~Communities/RobertHalpenny.pdf
  • Hanson, R., Goetz, C., Truesdell, M., Stebbins, G., & Weathers, A. (2017). Telemedicine vs office visits in a movement disorder specialty clinic: Comparative satisfaction of physicians and patients. ( P4. 003).
  • Huston, J. L., & Burton, D. C. (1997). Patient satisfaction with multispecialty interactive teleconsultations. Journal of Telemedicine and Telecare, 3(4), 205–208. doi:10.1258/1357633971931174
  • Huston, T. L., & Huston, J. L. (2000). Is telemedicine a practical reality?. Communications of the ACM, 43(6), 91. doi:10.1145/336460.336481
  • Johnson, J., & Finn, K. (2017). Designing user interfaces for an aging population: Towards universal design. Burlington, Massachusetts: Morgan Kaufmann.
  • Kalbach, J. (2016). Mapping experiences: A complete guide to creating value through journeys, blueprints, and diagrams. Sebastopol, California: O’Reilly Media, Inc..
  • Kelley, J. F. (1983, December). An empirical methodology for writing user-friendly natural language computer applications. Proceedings of the SIGCHI conference on Human Factors in Computing Systems (pp. 193–196). New York, NY: ACM.
  • Kim, K., Boelling, L., Haesler, S., Bailenson, J., Bruder, G., & Welch, G. F. (2018, October). Does a digital assistant need a body? The influence of visual embodiment and social behavior on the perception of intelligent virtual agents in AR. 2018 IEEE International Symposium on Mixed and Augmented Reality (ISMAR) (pp. 105–114). Munich, Germany: IEEE.
  • Kimani, E., Bickmore, T., Trinh, H., Ring, L., Paasche-Orlow, M. K., & Magnani, J. W. (2016, September). A smartphone-based virtual agent for atrial fibrillation education and counseling. International Conference on Intelligent Virtual Agents (pp. 120–127). Springer, Cham.
  • Kuhlthau, C. (2004). Seeking Meaning: A process approach to library and information services. London, UK: Libraries Unlimited.
  • Kuhlthau, C. C. (1991). Inside the search process: Information seeking from the user’s perspective. Journal of the American Society for Information Science, 42(5), 361–371.
  • Kuhlthau, C. C. (1993). Seeking meaning. Norwood, NJ: Ablex.
  • Lee, M. K. (2018). Understanding perception of algorithmic decisions: Fairness, trust, and emotion in response to algorithmic management. Big Data & Society, 5(1), 2053951718756684. doi:10.1177/2053951718756684
  • Looije, R., Neerincx, M. A., & Cnossen, F. (2010). Persuasive robotic assistant for health self-management of older adults: Design and evaluation of social behaviors. International Journal of Human-computer Studies, 68(6), 386–397. doi:10.1016/j.ijhcs.2009.08.007
  • Mumford, E. (2000). A socio-technical approach to systems design. Requirements Engineering, 5(2), 125–133. doi:10.1007/PL00010345
  • Munteanu, C., Axtell, B., Rafih, H., Liaqat, A., & Aly, Y. (2018). Designing for older adults: Overcoming barriers to a supportive. Philadelphia, Pennsylvania: Safe, and Healthy Retirement.
  • Munteanu, C., & Salah, A. A. (2017, April). Multimodal technologies for seniors: Challenges and opportunities. In The handbook of multimodal-multisensor interfaces (pp. 319–362). New York, NY: Association for Computing Machinery and Morgan & Claypool.
  • Neves, B. B., Amaro, F., & Fonseca, J. R. (2013). Coming of (old) age in the digital age: ICT usage and non-usage among older adults. Sociological Research Online, 18(2), 1–14. doi:10.5153/sro.2998
  • Neves, B. B., & Savago, S. (2019, June). Unintended consequences: On conducting ethical sociotechnical research with/for older people. 2019 14th Iberian Conference on Information Systems and Technologies (CISTI) (pp. 1–6). Coimbra, Portugal: IEEE.
  • Niman, B. V., Rodríguez-Ascaso, A., Brown, S., & Sund, T. (2007). User experience design guidelines for telecare (e-health) services. Interactions, 14, 36–40. doi:10.1145/1288515
  • Noble, S. U. (2018). Algorithms of oppression: How search engines reinforce racism. New York, NY: NYU Press.
  • Norman, D. (2019, June 7). I wrote the book on user-friendly design. What I see today horrifies me. Retrieved from https://www.fastcompany.com/90338379/i-wrote-the-book-on-user-friendly-design-what-i-see-today-horrifies-me
  • Norman, D. A., & Stappers, P. J. (2015). DesignX: Complex sociotechnical systems. She Ji: The Journal of Design, Economics, and Innovation, 1(2), 83–106.
  • O’Hara, M. T., Watson, R. T., & Kavan, C. B. (1999). Managing the three levels of change. Information Systems Management, 16, 63–70. doi:10.1201/1078/43197.16.3.19990601/31317.9
  • Pearl, C. (2016). Designing voice user interfaces: Principles of conversational experiences. Sebastopol, California: O’Reilly Media, Inc.
  • Pelachaud, C., Martin, J.-C., Buschmeier, H., Lucas, G. M., & Kopp, S. (2019). Proceedings of the 19th ACM International Conference on Intelligent Virtual Agents. Association for Computing Machinery, New York, NY, USA.
  • Purington, A., Taft, J. G., Sannon, S., Bazarova, N. N., & Taylor, S. H. (2017, May). Alexa is my new BFF: Social roles, user satisfaction, and personification of the amazon echo. Proceedings of the 2017 CHI Conference Extended Abstracts on Human Factors in Computing Systems (pp. 2853–2859). Denver, Colorado: ACM.
  • Renkas, R. (2019). Female doctors better for health care, but experience gender pay gap, discrimination and depression. U of T News, Oct 30, 2019. Retrieved from https://www.utoronto.ca/news/female-doctors-better-health-care-experience-gender-pay-gap-discrimination-and-depression-u-t
  • Reuters. (2017, May 09). The virtual doctor will see you now. Retrieved from https://www.reuters.com/video/2017/05/09/the-virtual-doctor-will-see-you-now?videoId=371645018&videoChannel=13974
  • Ring, L., Utami, D., Olafsson, S., & Bickmore, T. (2016, September). Increasing engagement with virtual agents using automatic camera motion. International Conference on Intelligent Virtual Agents (pp. 29–39). Springer, Cham.
  • Robinson, L., Cotten, S. R., Ono, H., Quan-Haase, A., Mesch, G., Chen, W., … Stern, M. J. (2015). Digital inequalities and why they matter. Information, Communication & Society, 18(5), 569–582. doi:10.1080/1369118X.2015.1012532
  • Schulman, D., Sharma, M., & Bickmore, T. (2008, May). The identification of users by relational agents. Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems-Volume 1 (pp. 105–111). Estoril, Portugal: International Foundation for Autonomous Agents and Multiagent Systems.
  • Shamekhi, A., Liao, Q. V., Wang, D., Bellamy, R. K., & Erickson, T. (2018, April). Face value? Exploring the effects of embodiment for a group facilitation agent. Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (p. 391). Montreal, Quebec: ACM.
  • Sin, J., & Munteanu, C. (2019, May). A preliminary investigation of the role of anthropomorphism in designing telehealth bots for older adults. Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems (pp. 1–6). Glasgow, Scotland.
  • Small, T. (2019, February). Will your doctor be replaced by a robot? CBC News. Retrieved from https://www.cbc.ca/news/theweekly/will-your-doctor-be-replaced-by-a-robot-1.4689870
  • Tang, Z., Johnson, T. R., Tindall, R. D., & Zhang, J. (2006). Applying heuristic evaluation to improve the usability of a telemedicine system. Telemedicine Journal & E-Health, 12(1), 24–34. doi:10.1089/tmj.2006.12.24
  • Trinh, H., Ring, L., & Bickmore, T. (2015, April). Dynamicduo: Co-presenting with virtual agents. Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems (pp. 1739–1748). Seoul, Republic of Korea: ACM.
  • Turkle, S. (2017). Alone together: Why we expect more from technology and less from each other. London, England: Hachette UK.
  • Vann, M. R. (2016, August) The 15 most common health concerns for seniors. Retrieved from https://www.everydayhealth.com/news/most-common-health-concerns-seniors/
  • Vardoulakis, L. P., Ring, L., Barry, B., Sidner, C. L., & Bickmore, T. (2012, September). Designing relational agents as long term social companions for older adults. International Conference on Intelligent Virtual Agents (pp. 289–302). Springer, Berlin, Heidelberg. doi: 10.1177/1753193411434438
  • Venkatesh, V., & Bala, H. (2008). Technology acceptance model 3 and a research agenda on interventions. Decision Sciences, 39(2), 273–315. doi:10.1111/j.1540-5915.2008.00192.x
  • Warner, D., & Procaccino, J. D. (2004). Toward wellness: Women seeking health information. Journal of the American Society for Information Science and Technology, 55(8), 709–730. doi:10.1002/(ISSN)1532-2890
  • Waycott, J., Morgans, A., Pedell, S., Ozanne, E., Vetere, F., Kulik, L., & Davis, H. (2015). Ethics in evaluating a sociotechnical intervention with socially isolated older adults. Qualitative Health Research, 25(11), 1518–1528. doi:10.1177/1049732315570136
  • Waycott, J., Vetere, F., Pedell, S., Morgans, A., Ozanne, E., & Kulik, L. (2016, May). Not for me: Older adults choosing not to participate in a social isolation intervention. Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (pp. 745–757). San Jose, California: ACM. doi: 10.1177/1753193415626586
  • Wilson, T. D. (1999). Models in information behavior research. Journal of Documentation, 55(3), 249–270. doi:10.1108/EUM0000000007145
  • Wilson, T. D. (2005). Evolution in information behavior modeling: Wilson’s model. In K. E. Fisher, S. Erdelez, & L. McKechnie (Eds.), Theories of information behavior, information today (pp. 31–36). Medford, NJ: Information Today.
  • Wolf, M. J., Miller, K., & Grodzinsky, F. S. (2017). Why we should have seen that coming: Comments on Microsoft’s tay experiment, and wider implications. ACM SIGCAS Computers and Society, 47(3), 54–64. doi:10.1145/3144592
  • Yin, L., Ring, L., & Bickmore, T. (2012, May). Using an interactive visual novel to promote patient empowerment through engagement. Proceedings of the International Conference on the Foundations of Digital Games (pp. 41–48). Raleigh, North Carolina: ACM.
  • Zhang, Z., Trinh, H., Chen, Q., & Bickmore, T. (2015, August). Adapting a geriatrics health counseling virtual agent for the chinese culture. International Conference on Intelligent Virtual Agents (pp. 275–278). Springer, Cham.
  • Ziman, R., & Walsh, G. (2018). Factors Affecting Seniors’ Perceptions of Voice-enabled User Interfaces. Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems. Montreal, Quebec: ACM.

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