Article published In: Interaction Studies
Vol. 17:3 (2016) ► pp.461–490
Long-term evaluation of a social robot in real homes
Published online: 30 March 2017
https://doi.org/10.1075/is.17.3.08deg
https://doi.org/10.1075/is.17.3.08deg
Abstract
This study aims to contribute to emerging human-robot interaction research by adding longitudinal findings to a limited number of long-term social robotics home studies. We placed 70 robots in users’ homes for a period of up to six months, and used questionnaires and interviews to collect data at six points during this period. Results indicate that users’ evaluations of the robot dropped initially, but later rose after the robot had been used for a longer period of time. This is congruent with the so-called mere-exposure effect, which shows an increasing positive evaluation of a novel stimulus once people become familiar with it. Before adoption, users focus on control beliefs showing that previous experiences with robots or other technologies allows to create a mental image of what having and using a robot in the home would entail. After adoption, users focus on utilitarian and hedonic attitudes showing that especially usefulness, social presence, enjoyment and attractiveness are important factors for long-term acceptance.
Article outline
- 1.Introduction
- 2.The long-term acceptance process
- 2.1Expectation phase
- 2.2Encounter phase
- 2.3Adoption phase
- 2.4Adaptation phase
- 2.5Integration phase
- 2.6Identification phase
- 3.Related studies
- 4.Method
- 4.1Robot
- 4.2Participants
- 4.3Instruments
- 4.4Data collection and procedure
- 4.5Data analysis
- Results
- 5.1Use over time
- 5.2Quantitative results on the acceptance variables
- 5.2Qualitative results on the acceptance variables
- Usefulness
- Ease of use
- Adaptability
- Reliability
- Intelligence
- Diversity of use
- Enjoyment
- Attractiveness
- Animacy
- Social presence
- Sociability
- Companionship
- Social influence
- Media influence
- Status
- Trust
- Privacy
- Self-efficacy
- Previous experiences
- Prior expectations
- Cost
- Situational factors
- 6.Discussion
- Limitations
- 7.Conclusion
References
References (47)
Aarts, H., Verplanken, B., & van Knippenberg, A. (1998). Predicting Behavior From Actions in the Past: Repeated Decision Making or a Matter of Habit? Journal of Applied Social Psychology, 28(15), 1355–1374.
Backer, T.E. (2000). Finding the balance: Program fidelity and adaptation in substance use prevention. Centre for Substance Abuse Prevention, Washington D.C., USA.
Bijker, W.E. (1993). Do not despair: There is life after constructivism. Science Technology Human Values, 18(1), 113–138.
Brown, S.A., & Venkatesh, V. (2005). Model of adoption of technology in households: A baseline model test and extension incorporating household life cycle. MIS Quarterly, 29(3), 399–426.
Davis, F.D., Bagozzi, R.P., & Warshaw, P.R. (1992). Extrinsic and intrinsic motivation to use computers in the workplace. Journal of Applied Social Psychology, 22(11), 1111–1132.
Demiris, G., Parker Oliver, D., Dickey, G., Skubic, M. and Rantz, M. (2008). Findings from a participatory evaluation of a smart home application for older adults. Technology and Health Care, 16(2), 111–118.
Fernaeus, Y., Håkansson, M., Jacobsson, M., & Ljungblad, S. (2010). How do you play with a robotic toy animal?: A long-term study of pleo. Paper presented at the International Conference on Interaction Design and Children (IDC 2010), Barcelona, Spain.
Festinger, L. (1957). A theory of cognitive dissonance. Stanford, CA, USA: Stanford University Press.
Fink, J., Bauwens, V., Kaplan, F., & Dillenbourg, P. (2013). Living with a vacuum cleaning robot: A 6-month ethnographic study. International Journal of Social Robotics, 5(3), 389–408.
Forlizzi, J., & DiSalvo, C. (2006). Service robots in the domestic environment: A study of the Roomba vacuum in the home. Paper presented at the Conference on Human-Robot Interaction, Salt Lake City, Utah.
Fulk, J. (1993). Social construction of communication technology. Academy of Management Journal, 36(5), 921–950.
de Graaf, M.M.A., & Ben Allouch, S. (2013). Exploring influencing variables for the acceptance of social robots. Robotics and Autonomous Systems, 161, 1476–1486.
de Graaf, M.M.A., Ben Allouch, S., & Klamer, T. (2015). Sharing a life with Harvey: Exploring the acceptance of and relationship building with a social robot. Computers in Human Behavior, 431, 1–14.
Hackbarth, G., Grover, V., & Yi, M.Y. (2003). Computer playfulness and anxiety: positive and negative mediators of the system experience effect on perceived ease of use. Information & Management, 40(3), 221–232.
Hancock, P.A., Billings, D.R., Schaefer, K.E., Chen, J.Y.C., de Visser, E.J., & Parasuraman, R. (2011). A meta-analysis of factors affecting trust in human-robot interaction. The Journal of the Human Factors and Ergonomics, 53(5), 517–527.
Hedeker, D., & Gibbons, R.D. (1997). Application of random-effects pattern-mixture models for missing data in longitudinal studies. Psychological Methods, 21, 64–78.
Heerink, M., Kröse, B., Evers, V., & Wielinga, B. (2010). Assessing acceptance of assistive social agent technology by older adults: The Almere model. International Journal of Social Robotics, 2(4), 361–375.
Kahn, P. H., Friedman, B., Perez-Granados, D.R., & Freier, N.G. (2006). Robotic pets in the lives of preschool children. Interaction Studies, 7(3), 405–436.
Kanda, T., Sato, R., Saiwaki, N., Ishiguro, H. (2007). A two-month field trial in an elementary school for long-term human – robot interaction. IEEE Transactions on Robotics, 23(5), 962–971.
Karahanna, E., Straub, D.W., Chervany, N.L. (1999). Information technology adoption across time: A cross-sectional comparison of pre-adoption and post-adoption beliefs. MIS Quarterly, 23(2), 183–213.
Karahanna, E., & Limayem, M. (2000). E-mail and V-mail usage: Generalizing across technologies. Journal of Organizational Computing and Electronic Commerce, 10(1), 49–66.
Karapanos, E., Zimmermann, J., Forlizzi, J., & Martens, J.B. (2009). User experience over time: An initial framework. Paper presented at the International Conference on Human Factors in Computing Systems (CHI 2009). Boston, Massachusetts, USA.
Kidd, C.D., & Breazeal, C. (2008). Robots at home: Understanding long-term human-robot interaction. International Conference on Intelligent Robots and Systems (IROS 2008), Nice, France.
Komatsu, T., Kurosawa, R., & Yamada, S. (2012). How does the difference between users’ expectations and perceptions about a robotic agent affect their behavior? International Journal of Social Robotics, 4(2), 109–116.
Lally, P., Jaarsveld, C.H.M. van, Potts, H.W.W., & Wardle, J. (2009). How are habits formed: Modelling habit formation in the real world. European Journal of Social Psychology, 40(6), 998–1009.
Landis, J.R., & Koch, G.G. (1977). The measurement of observer agreement for categorical data. Biometrics, 33(1), 159–174.
LaRose, R., & Eastin, M.S. (1994). A social cognitive theory of internet uses and gratifications: Toward a new model of media attendance. Journal of Broadcasting & Electronic Media, 48(3), 358–377.
LaRose, R., Lin, C. A., & Eastin, M. S. (2003). Unregulated internet usage: Addiction, habit, or deficient self-regulation? Media Psychology, 5(3), 225–253.
Leite, I., Martinho, C., & Paiva, A. (2013). Social Robots for Long-Term Interaction: A Survey. International Journal of Social Robotics, 5(2), 291–308.
Lohse, M. (2011). Bridging the gap between users’ expectations and system evaluations. Paper presented at the International Symposium on Robot and Human Interactive Communication (RO-MAN 2011). Atlanta, GA, USA.
McCroskey, J.C., & Teven, J.J. (1999). Goodwill: A reexamination of the construct and its measurement. Communication Monographs, 661, 90–103.
Mirlacher, T., Buchner, R., Förster, F., Weiss, A., & Tscheligi, M. (2009). Ambient rabbits likeability of embodied ambient displays. Paper presented at the European Conference of Ambient Intelligence, Salzburg, Austria.
Moon, J. W., & Kim, J.G. (2001). Extending the TAM for a world-wide-web context. Information & Management, 38(4), 217–230.
Paepcke, S., & Takayama, L. (2010). Judging a bot by its cover: An experiment on expectation setting for personal robots. Paper presented at the International Conference on Human-Robot Interaction (HRI 2010). Osaka, Japan.
Peters, O., & Ben Allouch, S. (2005). Always connected: A longitudinal field study of mible communication. Telematics and Informatics, 221, 239–256.
von der Pütten, A.M., Krämer, N.C., & Eimler, S.C. (2011). Living with a robot companion: Empirical study on the interaction with an artificial health Advisor. Paper presented at the International Conference on Multimodal Interfaces (ICMI 2011). Alicante, Spain.P.L.P.
Li, D., Rau, P. P., & Li, Y. (2010). A cross-cultural study: Effect of robot appearance and task. International Journal of Social Robotics, 2(2), 175–186.
Silverstone, R., & Haddon, L. (1996). Design and the domestication of ICTs: Technical change and everyday life. In R. Silverstone, & R. Mansell (Eds.). Communication by design. The politics of information and communication technologies (pp. 44–74). Oxford: Oxford press.
Sung, J.Y., Christensen, H.I., & Grinter, R.E. (2009). Robots in the wild: Understanding long-term use. Paper presented at the International Conference on Human Robot Interaction (HRI 2009). La Jolla, California, USA.
Sung, J.Y., Grinter, R.E., & Christensen, H.I. (2010). Domestic robot ecology: An initial framework to unpack long-term acceptance of robots at home. International Journal of Social Robotics, 2(4), 417–429.
Taylor, S., & Todd, P.A. (1995). Understanding information technology usage: A test of competing models. Information Systems Research, 6(2), 144–176.
Thompson, R. L., Higgins, C., & Howell, J.M. (1991). Personal Computing: Toward a Conceptual Model of Utilization. MIS Quarterly, 15(1), 125–143.
Venkatesh, V. (2000). Determinants of perceived ease of use: Integrating control, intrinsic motivation, and emotion into the technology acceptance model. Information Systems Research, 11(4), 342–365.
Cited by (103)
Cited by 103 other publications
Bryant, De’Aira, Apaar Sadhwani, Hanxiao Fu, William D. Smart & Dylan F. Glas
David, Dayle, Isabelle Milhabet & Pierre Thérouanne
Figueroa, David A., Maria Sylvia Alaoja, Chen Li & Dimitrios Chrysostomou
Li, Jiayue & Kun Xu
Nagy, Timea Noemi, Zahra Rezaei Khavas, Monish Reddy Kotturu, Baptist Liefooghe, Paul Robinette & Maartje De Graaf
Shang, Xianru, Zijian Liu, Chen Gong, Zhengyang He & Chengliang Wang
Shi, Erchen & Jochen Peter
Stefanakos, Ioannis, Jordan Hamilton, Radu Calinescu, Javier Cámara, Thomas Peyrucain & Narcís Miguel Baños
Ayub, Ali, Zachary De Francesco, Patrick Holthaus, Chrystopher L. Nehaniv & Kerstin Dautenhahn
Azarfar, Jasmin, Utku Norman, Irina Rudenko & Barbara Bruno
Belardinelli, Anna, Chao Wang, Daniel Tanneberg, Stephan Hasler & Michael Gienger
Cho, Yohan & Gyu Hyun Kwon
Dufraisse, Marc, Julien Cegarra, Jean-Jacques Atain Kouadio, Isabelle Clerc-Urmès & Liên Wioland
Dufraisse, Marc, Liên Wioland, Jean-Jacques Atain Kouadio, Isabelle Clerc-Urmès & Julien Cegarra
Evers, Kathinka & Michele Farisco
Gebellí, Ferran & Raquel Ros
Holthöwer, Jana, Jenny van Doorn & Stephanie M. Noble
Jung, Han Wool, Jin Young Park, Todd Holoubek, Woo Jung Kim & Jaesub Park
Klumpe, Stella, Kelsey C. Mitchell, Emma Cox, Jeffrey S. Katz, Lucia Lazarowski, Gopikrishna Deshpande, Jonathan Gratch, Ewart J. de Visser, Hasan Ayaz, Xingnan Li, Adrian A. Franke, Frank Krueger & Casey R. Lynch
Lee, Jihye & Chungmin Joo
Moriuchi, Emi
Nieda, Kota, Takuto Akiyoshi, Kenta Takahashi, Kaito Nakamura & Taishi Sawabe
Ossadnik, Jonas & Katrin Muehlfeld
Wioland, Liên, Jean-Jacques Atain Kouadio, Hugo Bréard, Isabelle Clerc-Urmès & Benjamin Paty
David, Dayle & Isabelle Milhabet
Hsu, Long-Jing, Weslie Khoo, Peter Lenon Goshomi, Philip B. Stafford, Manasi Swaminathan, Katherine M. Tsui, David J. Crandall & Selma Sabanović
Janssen, Suzanne & Bob R. Schadenberg
Karimova, Gulnara Z.
Laban, Guy, Arvid Kappas, Val Morrison & Emily S. Cross
Lisetschko, Artur, Sebastian van Ledden, Aiden Danny Mäder, Nadine Jansen & Aysegül Dogangün
Manzeschke, Arne & Jochen J. Steil
Neef, Caterina & Anja Richert
Passler Bates, Danika, Skyla Y. Dudek, James M. Berzuk, Adriana Lorena González & James E. Young
Preston, Rhian C., Kenna Dinsdale, Madison R. Shippy & Naomi T. Fitter
Randall, Natasha & Selma Šabanović
Song, Sichao, Jun Baba, Yuki Okafuji, Junya Nakanishi, Yuichiro Yoshikawa & Hiroshi Ishiguro
Song, Sichao, Jun Baba, Yuki Okafuji, Junya Nakanishi, Yuichiro Yoshikawa & Hiroshi Ishiguro
Takada, Megumi, Junko Ichino & Kaname Hayashi
Voges, Amelie, Mary Ellen Foster & Emily S. Cross
Voges, Amelie, Mary Ellen Foster & Emily S. Cross
Wester, Joel, Bhakti Moghe, Katie Winkle & Niels van Berkel
Xu, Michael F., Bengisu Cagiltay, Joseph Michaelis, Sarah Sebo & Bilge Mutlu
Abbasi, Nida Itrat, Micol Spitale, Joanna Anderson, Tamsin Ford, Peter B. Jones & Hatice Gunes
Cagiltay, Bengisu
Chen, Yi-Chen, Su-Ling Yeh, Weijane Lin, Hsiu-Ping Yueh & Li-Chen Fu
Díaz-Boladeras, Marta
Imamura, Shuhei, Yoko Gozu, Moe Tsutsumi, Kaname Hayashi, Chiaki Mori, Megumi Ishikawa, Megumi Takada, Tomotaka Ogiso, Keiko Suzuki, Shota Okabe, Takefumi Kikusui & Kentaro Kajiya
Irfan, Bahar, Nathalia Céspedes, Jonathan Casas, Emmanuel Senft, Luisa F. Gutiérrez, Mónica Rincon-Roncancio, Carlos A. Cifuentes, Tony Belpaeme & Marcela Múnera
Maroto-Gómez, Marcos, Álvaro Castro-González, José Carlos Castillo, María Malfaz & Miguel Ángel Salichs
Okafuji, Yuki, Sichao Song, Jun Baba, Yuichiro Yoshikawa & Hiroshi Ishiguro
Osaka, Kyoko, Rie Shimomoto, Ryuichi Tanioka, Hirokazu Ito, Yuko Yasuhara, Yoshihiro Kai & Tetsuya Tanioka
Allan, D. D., Andrew J. Vonasch & Christoph Bartneck
Edwards, Autumn, Andrew Gambino & Chad Edwards
Golchinfar, David, Daryoush Daniel Vaziri, Gunnar Stevens & Dirk Schreiber
Greussing, Esther, Franziska Gaiser, Stefanie Helene Klein, Carolin Straßmann, Carolin Ischen, Sabrina Eimler, Katharina Frehmann, Miriam Gieselmann, Charlotte Knorr, Angelica Lermann Henestrosa, Andy Räder & Sonja Utz
Kopp, Tobias, Marco Baumgartner & Steffen Kinkel
Kopp, Tobias, Marco Baumgartner & Steffen Kinkel
Koren, Yaacov, Ronit Feingold Polak & Shelly Levy-Tzedek
Liu, Baisong, Daniel Tetteroo, Annick Timmermans & Panos Markopoulos
Ostrowski, Anastasia K., Cynthia Breazeal & Hae Won Park
Randall, Natasha, Selma Šabanović, Staša Milojević & Apurva Gupta
Tang, Brian, Dakota Sullivan, Bengisu Cagiltay, Varun Chandrasekaran, Kassem Fawaz & Bilge Mutlu
Yuan, Fengpei, Marie Boltz, Betsy Kemeny, Sharon Bowland, Kristina Wick & Xiaopeng Zhao
Zhao, Zhao & Rhonda McEwen
Zhao, Zhao & Rhonda McEwen
de Jong, Chiara, Jochen Peter, Rinaldo Kuhne, Caroline van Straten & Alex Barco
Dudek, Melanie, Stefanie Baisch, Monika Knopf & Thorsten Kolling
Fu, Changzeng, Yuichiro Yoshikawa, Takamasa Iio & Hiroshi Ishiguro
Jaschinski, Christina, Somaya Ben Allouch, Oscar Peters, Ricardo Cachucho & Jan A G M van Dijk
Koay, Kheng Lee, Matt Webster, Clare Dixon, Paul Gainer, Dag Syrdal, Michael Fisher & Kerstin Dautenhahn
Paldán, Katrin, Andreas Künz, Walter Ritter & Daire O. Broin
Reinhardt, Delphine, Monisha Khurana & Luca Hernández Acosta
Almahameed, Ala, Dana AlShwayat, Mario Arias-Oliva & Jorge Pelegrín-Borondo
Aoyagi, Saizo, Satoshi Fukumori & Michiya Yamamoto
Banks, Jamie & Maartje de Graaf
Davison, Daniel P., Frances M. Wijnen, Vicky Charisi, Jan van der Meij, Vanessa Evers & Dennis Reidsma
Hoorn, Johan F.
Jaschinski, Christina, Somaya Ben Allouch, Oscar Peters & Jan van Dijk
Paetzel, Maike, Giulia Perugia & Ginevra Castellano
Rossi, Alessandra, Kerstin Dautenhahn, Kheng Lee Koay, Michael L. Walters & Patrick Holthaus
Rossi, Silvia, Alessandra Rossi & Kerstin Dautenhahn
Azevedo, Helio & Isaque Elcio Souza
Blond, Lasse
Chung, Kyungjin, Young Hoon Oh & Da Young Ju
de Graaf, Maartje M. A., Somaya Ben Allouch & Jan A. G. M. van Dijk
de Graaf, Maartje MA, Somaya Ben Allouch & Jan AGM van Dijk
de Jong, Chiara, Jochen Peter, Rinaldo Kühne & Alex Barco
2019. Children’s acceptance of social robots. Interaction Studies. Social Behaviour and Communication in Biological and Artificial Systems 20:3 ► pp. 393 ff.
de Jong, Chiara, Jochen Peter, Rinaldo Kühne & Alex Barco
De Jong, Chiara, Jochen Peter, Rinaldo Kühne & Alex Barco
de la Puente, Paloma, Markus Bajones, Christian Reuther, Daniel Wolf, David Fischinger & Markus Vincze
Dereshev, Dmitry, David Kirk, Kohei Matsumura & Toshiyuki Maeda
Edwards, Chad, Autumn Edwards, Jihyun Kim, Patric R. Spence, Maartje de Graaf, Seungahn Nah & Astrid Rosenthal-von der Pütten
Gomez-Donoso, Francisco, Félix Escalona, Francisco Miguel Rivas, Jose Maria Cañas & Miguel Cazorla
Gracia, Luis, J. Ernesto Solanes, Pau Muñoz-Benavent, Jaime Valls Miro, Carlos Perez-Vidal & Josep Tornero
2019. Human-robot collaboration for surface treatment tasks. Interaction Studies. Social Behaviour and Communication in Biological and Artificial Systems 20:1 ► pp. 148 ff.
Jaeger, Christopher Brett, Alicia M. Hymel, Daniel T. Levin, Gautam Biswas, Natalie Paul & John Kinnebrew
Michaelis, Joseph E. & Bilge Mutlu
Peek, S. T. M., K. G. Luijkx, H. J. M. Vrijhoef, M. E. Nieboer, S. Aarts, C. S. van der Voort, M. D. Rijnaard & E. J. M. Wouters
Simão, Hugo & Tiago Guerreiro
Nicolas Spatola
Herrero, Roberto Pinillos, Jaime Pulido Fentanes & Marc Hanheide
Kunze, Lars, Nick Hawes, Tom Duckett, Marc Hanheide & Tomas Krajnik
This list is based on CrossRef data as of 17 march 2026. Please note that it may not be complete. Sources presented here have been supplied by the respective publishers. Any errors therein should be reported to them.
