27 results on '"Ipakchian Askari, Sima"'
Search Results
2. AI-Assisted Decision-Making in Long-Term Care: Qualitative Study on Prerequisites for Responsible Innovation
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Lukkien, Dirk R M, Stolwijk, Nathalie E, Ipakchian Askari, Sima, Hofstede, Bob M, Nap, Henk Herman, Boon, Wouter P C, Peine, Alexander, Moors, Ellen H M, Minkman, Mirella M N, Lukkien, Dirk R M, Stolwijk, Nathalie E, Ipakchian Askari, Sima, Hofstede, Bob M, Nap, Henk Herman, Boon, Wouter P C, Peine, Alexander, Moors, Ellen H M, and Minkman, Mirella M N
- Abstract
Background: Although the use of artificial intelligence (AI)–based technologies, such as AI-based decision support systems (AI-DSSs), can help sustain and improve the quality and efficiency of care, their deployment creates ethical and social challenges. In recent years, a growing prevalence of high-level guidelines and frameworks for responsible AI innovation has been observed. However, few studies have specified the responsible embedding of AI-based technologies, such as AI-DSSs, in specific contexts, such as the nursing process in long-term care (LTC) for older adults. Objective: Prerequisites for responsible AI-assisted decision-making in nursing practice were explored from the perspectives of nurses and other professional stakeholders in LTC. Methods: Semistructured interviews were conducted with 24 care professionals in Dutch LTC, including nurses, care coordinators, data specialists, and care centralists. A total of 2 imaginary scenarios about AI-DSSs were developed beforehand and used to enable participants articulate their expectations regarding the opportunities and risks of AI-assisted decision-making. In addition, 6 high-level principles for responsible AI were used as probing themes to evoke further consideration of the risks associated with using AI-DSSs in LTC. Furthermore, the participants were asked to brainstorm possible strategies and actions in the design, implementation, and use of AI-DSSs to address or mitigate these risks. A thematic analysis was performed to identify the opportunities and risks of AI-assisted decision-making in nursing practice and the associated prerequisites for responsible innovation in this area. Results: The stance of care professionals on the use of AI-DSSs is not a matter of purely positive or negative expectations but rather a nuanced interplay of positive and negative elements that lead to a weighed perception of the prerequisites for responsible AI-assisted decision-making. Both opportunities and risks were identifi
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- 2024
3. Sensory, Affective, and Social Experiences with Haptic Devices in Intramural Care Practice
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Vasseur, Dianne, primary, Ipakchian Askari, Sima, additional, Suijkerbuijk, Sandra, additional, Nap, Henk Herman, additional, and IJsselsteijn, Wijnand, additional
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- 2024
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4. Artificial intelligence-assisted decision making in long-term care: qualitative study on prerequisites for responsible innovation (Preprint)
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Lukkien, Dirk R.M., primary, Stolwijk, Nathalie E., additional, Ipakchian Askari, Sima, additional, Hofstede, Bob M., additional, Nap, Henk Herman, additional, Boon, Wouter P.C., additional, Peine, Alexander, additional, Moors, Ellen H.M., additional, and Minkman, Mirella M.N., additional
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- 2024
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5. Artificial intelligence-assisted decision-making in long-term care: a qualitative study on opportunities and prerequisites for responsible innovation (Preprint)
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Lukkien, Dirk R.M., primary, Stolwijk, Nathalie E., additional, Ipakchian Askari, Sima, additional, Hofstede, Bob M., additional, Nap, Henk Herman, additional, Boon, Wouter P.C., additional, Peine, Alexander, additional, Moors, Ellen H.M., additional, and Minkman, Mirella M.N., additional
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- 2024
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6. Making co-design more responsible: a case study on developing an AI-based decision support system in dementia care (Preprint)
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Lukkien, Dirk, primary, Ipakchian Askari, Sima, additional, Stolwijk, Nathalie, additional, Hofstede, Bob, additional, Nap, Henk Herman, additional, Boon, Wouter, additional, Peine, Alexander, additional, Moors, Ellen, additional, and Minkman, Mirella, additional
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- 2023
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7. Receiving a mediated touch from your partner vs. a male stranger: How visual feedback of touch and its sender influence touch experience
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Ipakchian Askari, Sima, Harjunen, V.J., Spapé, Michiel, Haans, Antal, Ravaja, Niklas, IJsselsteijn, Wijnand A., Ipakchian Askari, Sima, Harjunen, V.J., Spapé, Michiel, Haans, Antal, Ravaja, Niklas, and IJsselsteijn, Wijnand A.
- Abstract
Social touch is essential to human development and communication. Mediated social touch is suggested as a solution for circumstances where distance prevents skin-to-skin contact. However, past research aimed at demonstrating efficacy of mediated touch in reducing stress and promoting helping have produced mixed findings. These inconsistent findings could possibly be due to insufficient control of contextual factors combined with unnatural interaction scenarios. For example, touch occurs less frequently among strangers and is often accompanied with nonverbal visual cues. We investigated how visual presentation of touch, and interpersonal relationship to the sender influence perception, affective experiences, and autonomic responses the touch evoke. Fifty couples of mixed gender were recruited. A mediated touch was repeatedly applied by either the male partner or male confederate to female participants. The latter witnessed through a webcam as the sender caressed a rubber hand or touchpad to send the touch. Following our hypotheses, touch sent by one's partner was perceived softer and more comforting than stranger touch. The partner's touch also resulted in weaker skin conductance responses, particularly when sent by touching a touchpad. In sum, how a mediated touch is experienced depends both on who is touching, and on how the touch is visually represented.
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- 2023
8. Making Co-Design More Responsible: Case Study on the Development of an AI-Based Decision Support System in Dementia Care.
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Lukkien, Dirk R M, Ipakchian Askari, Sima, Stolwijk, Nathalie E, Hofstede, Bob M, Nap, Henk Herman, Boon, Wouter P C, Peine, Alexander, Moors, Ellen H M, and Minkman, Mirella M N
- Abstract
Background: Emerging technologies such as artificial intelligence (AI) require an early-stage assessment of potential societal and ethical implications to increase their acceptability, desirability, and sustainability. This paper explores and compares 2 of these assessment approaches: the responsible innovation (RI) framework originating from technology studies and the co-design approach originating from design studies. While the RI framework has been introduced to guide early-stage technology assessment through anticipation, inclusion, reflexivity, and responsiveness, co-design is a commonly accepted approach in the development of technologies to support the care for older adults with frailty. However, there is limited understanding about how co-design contributes to the anticipation of implications. Objective: This paper empirically explores how the co-design process of an AI-based decision support system (DSS) for dementia caregivers is complemented by explicit anticipation of implications. Methods: This case study investigated an international collaborative project that focused on the co-design, development, testing, and commercialization of a DSS that is intended to provide actionable information to formal caregivers of people with dementia. In parallel to the co-design process, an RI exploration took place, which involved examining project members' viewpoints on both positive and negative implications of using the DSS, along with strategies to address these implications. Results from the co-design process and RI exploration were analyzed and compared. In addition, retrospective interviews were held with project members to reflect on the co-design process and RI exploration. Results: Our results indicate that, when involved in exploring requirements for the DSS, co-design participants naturally raised various implications and conditions for responsible design and deployment: protecting privacy, preventing cognitive overload, providing transparency, empowering caregivers to be in control, safeguarding accuracy, and training users. However, when comparing the co-design results with insights from the RI exploration, we found limitations to the co-design results, for instance, regarding the specification, interrelatedness, and context dependency of implications and strategies to address implications. Conclusions: This case study shows that a co-design process that focuses on opportunities for innovation rather than balancing attention for both positive and negative implications may result in knowledge gaps related to social and ethical implications and how they can be addressed. In the pursuit of responsible outcomes, co-design facilitators could broaden their scope and reconsider the specific implementation of the process-oriented RI principles of anticipation and inclusion. [ABSTRACT FROM AUTHOR]
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- 2024
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9. Uncovering terra incognita in the AHD design space: A review of affective haptic devices
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Ipakchian Askari, Sima, primary, Haans, Antal, additional, and IJsselsteijn, Wijnand A., additional
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- 2022
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10. A provocative call to engage with social and sensory aspects of touch
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Jewitt, Carey, primary, Price, Sara, additional, Steimle, Jürgen, additional, Huisman, Gijs, additional, Golmohammadi, Lili, additional, Pourjafarian, Narges, additional, Frier, William, additional, Howard, Thomas, additional, Ipakchian Askari, Sima, additional, Ornati, Michela, additional, Paneels, Sabrina, additional, and Weda, Judith, additional
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- 2022
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11. Exploring views on affective haptic devices in times of COVID-19
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Ipakchian Askari, Sima, primary, Huisman, Gijs, additional, Haans, Antal, additional, and IJsselsteijn, Wijnand A., additional
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- 2022
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12. Separated by distance, connected by technology?: Perceptions, experiences and responses towards affective haptic devices
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Ipakchian Askari, Sima, IJsselsteijn, Wijnand A., Haans, Antal, and Human Technology Interaction
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- 2022
13. Uncovering terra incognita in the AHD design space: A review of affective haptic devices
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Ipakchian Askari, Sima, Haans, Antal, IJsselsteijn, Wijnand A., Ipakchian Askari, Sima, Haans, Antal, and IJsselsteijn, Wijnand A.
- Abstract
Affective haptic devices (AHDs) have been developed with the aim of communicating touch acts, symbolic messages, emotions, and/or providing a sense of social awareness. Within AHDs, three categories can be distinguished: mediated social touch (MST), symbolic communication systems, and awareness systems. For each of these categories, prototypes have been developed and discussed in the literature. Each such prototype, however, describes but a small part of the design space of AHDs. What is lacking is a description of the design space itself—of all choices that can be considered during the design process. Such a description will allow for a more systematic exploration of AHD designs and provides a means of combining insights gained from individual point solutions (i.e., existing prototypes). Therefore, in this article, we provide a systematic description of the design space of AHDs and its underlying dimensions based on general (e.g., revisability or synchronicity) and AHD-specific (e.g., actuation type) communication system characteristics. This resulted in 17 design dimensions, each consisting of two or more categories (the design characteristics). Based on a systematic literature search from devices up to 2019, 89 AHD prototypes were identified, and each was classified on the design dimensions. The empirical analysis of where these AHDs are located in the design space revealed, first, that potentially interesting characteristics from mediated communication, such as revisability and reviewability, are underexplored in AHDs. Second, MST devices were found to often lack those system characteristics, such as real-time modalities, that seem crucial for providing the affordances needed to simulate social touch. In particular, when comparing symbolic and awareness devices to MST devices, we found the latter to more frequently lack some of the key characteristics of face-to-face communication (i.e., bi-directional and symmetric communication). Limitations and implication
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- 2022
14. Exploring views on affective haptic devices in times of COVID-19
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Ipakchian Askari, Sima, Huisman, Gijs, Haans, Antal, IJsselsteijn, Wijnand A., Ipakchian Askari, Sima, Huisman, Gijs, Haans, Antal, and IJsselsteijn, Wijnand A.
- Abstract
Affective haptic devices (AHDs) are communication technologies utilizing the sense of touch, and include mediated social touch (MST), symbolic haptic messaging, and awareness systems that, for example, let one feel another person's heartbeat. The COVID-19 pandemic and consequent social distancing measures have led to a reemphasis of the importance of social touch, and many people have experienced firsthand what it is like to miss touching loved ones. This offers an excellent opportunity to study people's intention to use AHDs. For this purpose, a survey study (n = 277) was conducted combining qualitative and quantitative data analysis methods. Touch deprivation, resulting from not being able to touch a loved one, was associated with intention to use AHDs: the more deprived an individual, the higher his or her intention to use AHDs. Technology readiness and touch aversion did not affect intention to use AHDs. AHDs for symbolic messaging gained higher interest than MST and awareness devices, and long-distance relationships were seen as the most likely scenario for using AHDs. Bi-directionality, synchronicity, and symmetry were regarded as important features for providing shared meaning and a sense of connectedness. Reviewability, multimodality, and actuation type were also deemed important. Limitations of the study and implications for the design of AHDs are discussed.
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- 2022
15. A provocative call to engage with social and sensory aspects of touch
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Jewitt, Carey (author), Price, Sara (author), Steimle, Jürgen (author), Huisman, G. (author), Golmohammadi, Lili (author), Pourjafarian, Narges (author), Frier, William (author), Howard, Thomas (author), Ipakchian Askari, Sima (author), Jewitt, Carey (author), Price, Sara (author), Steimle, Jürgen (author), Huisman, G. (author), Golmohammadi, Lili (author), Pourjafarian, Narges (author), Frier, William (author), Howard, Thomas (author), and Ipakchian Askari, Sima (author)
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The social and sensory aspects of touch are critical for human communication, yet the challenges of haptic technology development and a focus on the technological means that digital touch communication often fails to realise the potential and promise of touch. The Manifesto for Digital Social Touch in Crisis responds to this through a call to action to rethink and reimagine digital touch. It offers 10 provocative statements as a resource for how haptic designers, developers and researchers might rethink and reimagine the social and sensory aspects of touch, and foreground these more in design., Human Information Communication Design
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- 2022
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16. Exploring views on affective haptic devices in times of COVID-19
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Ipakchian Askari, Sima (author), Huisman, G. (author), Haans, Antal (author), IJsselsteijn, Wijnand A. (author), Ipakchian Askari, Sima (author), Huisman, G. (author), Haans, Antal (author), and IJsselsteijn, Wijnand A. (author)
- Abstract
Affective haptic devices (AHDs) are communication technologies utilizing the sense of touch, and include mediated social touch (MST), symbolic haptic messaging, and awareness systems that, for example, let one feel another person's heartbeat. The COVID-19 pandemic and consequent social distancing measures have led to a reemphasis of the importance of social touch, and many people have experienced firsthand what it is like to miss touching loved ones. This offers an excellent opportunity to study people's intention to use AHDs. For this purpose, a survey study (n = 277) was conducted combining qualitative and quantitative data analysis methods. Touch deprivation, resulting from not being able to touch a loved one, was associated with intention to use AHDs: the more deprived an individual, the higher his or her intention to use AHDs. Technology readiness and touch aversion did not affect intention to use AHDs. AHDs for symbolic messaging gained higher interest than MST and awareness devices, and long-distance relationships were seen as the most likely scenario for using AHDs. Bi-directionality, synchronicity, and symmetry were regarded as important features for providing shared meaning and a sense of connectedness. Reviewability, multimodality, and actuation type were also deemed important. Limitations of the study and implications for the design of AHDs are discussed., Human Information Communication Design
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- 2022
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17. A provocative call to engage with social and sensory aspects of touch
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Jewitt, Carey, Price, Sara, Steimle, Jürgen, Huisman, G., Golmohammadi, Lili, Pourjafarian, Narges, Frier, William, Howard, Thomas, and Ipakchian Askari, Sima
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social touch ,haptics ,Touch ,design ,interdisciplinary research ,multimodal ,manifesto ,digital touch ,sensory - Abstract
The social and sensory aspects of touch are critical for human communication, yet the challenges of haptic technology development and a focus on the technological means that digital touch communication often fails to realise the potential and promise of touch. The Manifesto for Digital Social Touch in Crisis responds to this through a call to action to rethink and reimagine digital touch. It offers 10 provocative statements as a resource for how haptic designers, developers and researchers might rethink and reimagine the social and sensory aspects of touch, and foreground these more in design.
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- 2022
18. Manifesto for Digital Social Touch in Crisis
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Jewitt, Carey, primary, Price, Sara, additional, Steimle, Jürgen, additional, Huisman, Gijs, additional, Golmohammadi, Lili, additional, Pourjafarian, Narges, additional, Frier, William, additional, Howard, Thomas, additional, Ipakchian Askari, Sima, additional, Ornati, Michela, additional, Panëels, Sabrina, additional, and Weda, Judith, additional
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- 2021
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19. Not all tactile stimulations are social touches: The role of realism and context on mediated social touch experiences
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Ipakchian Askari, Sima, Haans, Antal, IJsselsteijn, Wijnand A., Human Technology Interaction, JADS Research, EAISI Health, and EAISI Foundational
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InformationSystems_INFORMATIONINTERFACESANDPRESENTATION(e.g.,HCI) - Abstract
Mediated social touch (MST) promises physical contact over distance, through the use of haptic technology. However, existing research aimed at testing the efficacy of MST has not convincingly demonstrated that MST can replicate the effects of naturalistic social touch. There are two possible explanations for this. The first is the low-fidelity of current day tactile displays, which are not able to realistically mimic the sensation of a social touch. The second is that the field of MST has not sufficiently taken into account that social touch is more than tactile stimulation, but involves contextual factors, including other verbal and nonverbal cues, as well as social norms regarding who touches whom, when, and how, that together shape the meaning of a touch act. In this paper, we discuss the findings of our research, which has focused on enhancing the realism of MST by creating more transparent interfaces, and on investigating how contextual factors affect the experience and perception of MST. Our findings underscore the importance of gaining a better understanding of what the essential characteristics of social touch are that, when mediated, can turn a tactile stimulus into a social touch. Keywords: mediated social touch, contextual factors, affective haptic devices, computer mediated communication, haptic feedback.
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- 2020
20. Manifesto for Digital Social Touch in Crisis
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Jewitt, Carey, Price, Sara, Steimle, Jürgen, Huisman, Gijs, Pourjafarian, Narges, Frier, William, Howard, Thomas, Ipakchian Askari, Sima, Ornati, Michela, Panëels, Sabrina, Weda, Judith, Jewitt, Carey, Price, Sara, Steimle, Jürgen, Huisman, Gijs, Pourjafarian, Narges, Frier, William, Howard, Thomas, Ipakchian Askari, Sima, Ornati, Michela, Panëels, Sabrina, and Weda, Judith
- Abstract
This qualitative exploratory research paper presents a Manifesto for Digital Social Touch in Crisis - a provocative call to action to designers, developers and researchers to rethink and reimagine social touch through a deeper engagement with the social and sensory aspects of touch. This call is motivated by concerns that social touch is in a crisis signaled by a decline in social touch over the past 2 decades, the problematics of inappropriate social touch, and the well documented impact of a lack of social touch on communication, relationships, and well-being and health. These concerns shape how social touch enters the digital realm and raise questions for how and when the complex space of social touch is mediated by technologies, as well the societal implications. The paper situates the manifesto in the key challenges facing haptic designers and developers identified through a series of interdisciplinary collaborative workshops with participants from computer science, design, engineering, HCI and social science from both within industry and academia, and the research literature on haptics. The features and purpose of the manifesto form are described, along with our rationale for its use, and the method of the manifesto development. The starting points, opportunities and challenges, dominant themes and tensions that shaped the manifesto statements are then elaborated on. The paper shows the potential of the manifesto form to bridge between HCI, computer science and engineers, and social scientists on the topic of social touch.
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- 2021
21. Manifesto for Digital Social Touch in Crisis
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Jewitt, Carey (author), Price, Sara (author), Steimle, Jürgen (author), Huisman, G. (author), Golmohammadi, Lili (author), Pourjafarian, Narges (author), Frier, William (author), Howard, Thomas (author), Ipakchian Askari, Sima (author), Jewitt, Carey (author), Price, Sara (author), Steimle, Jürgen (author), Huisman, G. (author), Golmohammadi, Lili (author), Pourjafarian, Narges (author), Frier, William (author), Howard, Thomas (author), and Ipakchian Askari, Sima (author)
- Abstract
This qualitative exploratory research paper presents a Manifesto for Digital Social Touch in Crisis - a provocative call to action to designers, developers and researchers to rethink and reimagine social touch through a deeper engagement with the social and sensory aspects of touch. This call is motivated by concerns that social touch is in a crisis signaled by a decline in social touch over the past 2 decades, the problematics of inappropriate social touch, and the well documented impact of a lack of social touch on communication, relationships, and well-being and health. These concerns shape how social touch enters the digital realm and raise questions for how and when the complex space of social touch is mediated by technologies, as well the societal implications. The paper situates the manifesto in the key challenges facing haptic designers and developers identified through a series of interdisciplinary collaborative workshops with participants from computer science, design, engineering, HCI and social science from both within industry and academia, and the research literature on haptics. The features and purpose of the manifesto form are described, along with our rationale for its use, and the method of the manifesto development. The starting points, opportunities and challenges, dominant themes and tensions that shaped the manifesto statements are then elaborated on. The paper shows the potential of the manifesto form to bridge between HCI, computer science and engineers, and social scientists on the topic of social touch., Human Information Communication Design
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- 2021
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22. Context Matters: The Effect of Textual Tone on the Evaluation of Mediated Social Touch
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Ipakchian Askari, Sima, Haans, Antal, Bos, P., Eggink, M.J.G., Lu, E.M., Kwong, F.G.L., IJsselsteijn, Wijnand A., Nisky, Ilana, Hartcher-O’Brien, Jess, Wiertlewski, Michaël, Smeets, Jeroen, Human Technology Interaction, Industrial Engineering and Innovation Sciences, EAISI Health, and EAISI Foundational
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Facial expression ,InformationSystems_INFORMATIONINTERFACESANDPRESENTATION(e.g.,HCI) ,05 social sciences ,Helping behavior ,Context (language use) ,Affect (psychology) ,Tone (literature) ,050105 experimental psychology ,03 medical and health sciences ,0302 clinical medicine ,Computer mediated communication ,Mediated social touch ,Textual tone ,0501 psychology and cognitive sciences ,Affective haptic devices ,Computer-mediated communication ,Haptic feedback ,Psychology ,030217 neurology & neurosurgery ,Haptic technology ,Cognitive psychology ,Meaning (linguistics) - Abstract
Mediated Social Touch (MST) promises interpersonal touch over a distance through haptic or tactile displays. Tests of the efficacy of MST often involve attempts to demonstrate that effects of social touch (e.g., on affective responses or helping behavior) can be replicated with MST. Results, however, have been mixed. One possible explanation is that contextual factors have not sufficiently been taken into account in these experiments. A touch act is accompanied by other verbal and non-verbal expressions, and whom we touch, when, and in what manner is regulated through social and personal norms. Previous research demonstrated, amongst others, effects of gender and the facial expression of the toucher on the recipients’ touch experience. People can use expressions of the toucher’s emotions as a cue to anticipate the meaning of the ensuing social touch. This current study examines whether emotions expressed in text (i.e., textual tone) affects the meaning and experience of MST. As expected we found textual tone to affect both the comfortableness of the touch as well as its perceived meaning. Limitations and implications are discussed.KeywordsMediated social touch Textual tone Affective haptic devices Computer mediated communication Haptic feedback
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- 2020
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23. Does mediated social touch succesfully approximate natural social touch?
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Ipakchian Askari, Sima, Harjunen, Ville, Haans, Antal, Ravaja, Niklas, Ijsselsteijn, Wijnand, Ipakchian Askari, Sima, Harjunen, Ville, Haans, Antal, Ravaja, Niklas, and Ijsselsteijn, Wijnand
- Abstract
To date, experiments aimed at demonstrating whether effects of naturalistic social touch can be replicated with Mediated Social Touch (MST) provide mixed findings. A possible explanation could be a lack of realism of current haptic displays in combination with not sufficiently taking contextual factors of social touch into account. Using a qualitative approach, our study aims to gain more insight into the influence of contextual effects on experience of an MST, by means of exploring female participants’ experiences of receiving an MST from a male stranger versus their romantic partner. Our findings show simultaneously feeling and seeing the touch act performed on a corporeal object can be beneficial for MST experience. However, our findings also demonstrate that it is not self-evident to regard MST as phenomenologically equal to natural social touch, as it often fails to meet expectations people formed based on naturalistic social touch.
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- 2020
24. Is Seeing Believing?
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Ipakchian Askari, Sima, primary, Haans, Antal, additional, and IJsselsteijn, Wijnand A., additional
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- 2019
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25. Wear It or Fear It - Exploration of Drivers & Barriers in Smartwatch Acceptance by Senior Citizens
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Ipakchian Askari, Sima, primary, Huldtgren, Alina, primary, and IJsselsteijn, Wijnand, primary
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- 2018
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26. AI-Assisted Decision-Making in Long-Term Care: Qualitative Study on Prerequisites for Responsible Innovation.
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Lukkien DRM, Stolwijk NE, Ipakchian Askari S, Hofstede BM, Nap HH, Boon WPC, Peine A, Moors EHM, and Minkman MMN
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- Humans, Female, Male, Adult, Middle Aged, Netherlands, Interviews as Topic, Qualitative Research, Artificial Intelligence, Long-Term Care methods, Decision Making
- Abstract
Background: Although the use of artificial intelligence (AI)-based technologies, such as AI-based decision support systems (AI-DSSs), can help sustain and improve the quality and efficiency of care, their deployment creates ethical and social challenges. In recent years, a growing prevalence of high-level guidelines and frameworks for responsible AI innovation has been observed. However, few studies have specified the responsible embedding of AI-based technologies, such as AI-DSSs, in specific contexts, such as the nursing process in long-term care (LTC) for older adults., Objective: Prerequisites for responsible AI-assisted decision-making in nursing practice were explored from the perspectives of nurses and other professional stakeholders in LTC., Methods: Semistructured interviews were conducted with 24 care professionals in Dutch LTC, including nurses, care coordinators, data specialists, and care centralists. A total of 2 imaginary scenarios about AI-DSSs were developed beforehand and used to enable participants articulate their expectations regarding the opportunities and risks of AI-assisted decision-making. In addition, 6 high-level principles for responsible AI were used as probing themes to evoke further consideration of the risks associated with using AI-DSSs in LTC. Furthermore, the participants were asked to brainstorm possible strategies and actions in the design, implementation, and use of AI-DSSs to address or mitigate these risks. A thematic analysis was performed to identify the opportunities and risks of AI-assisted decision-making in nursing practice and the associated prerequisites for responsible innovation in this area., Results: The stance of care professionals on the use of AI-DSSs is not a matter of purely positive or negative expectations but rather a nuanced interplay of positive and negative elements that lead to a weighed perception of the prerequisites for responsible AI-assisted decision-making. Both opportunities and risks were identified in relation to the early identification of care needs, guidance in devising care strategies, shared decision-making, and the workload of and work experience of caregivers. To optimally balance the opportunities and risks of AI-assisted decision-making, seven categories of prerequisites for responsible AI-assisted decision-making in nursing practice were identified: (1) regular deliberation on data collection; (2) a balanced proactive nature of AI-DSSs; (3) incremental advancements aligned with trust and experience; (4) customization for all user groups, including clients and caregivers; (5) measures to counteract bias and narrow perspectives; (6) human-centric learning loops; and (7) the routinization of using AI-DSSs., Conclusions: The opportunities of AI-assisted decision-making in nursing practice could turn into drawbacks depending on the specific shaping of the design and deployment of AI-DSSs. Therefore, we recommend considering the responsible use of AI-DSSs as a balancing act. Moreover, considering the interrelatedness of the identified prerequisites, we call for various actors, including developers and users of AI-DSSs, to cohesively address the different factors important to the responsible embedding of AI-DSSs in practice., (©Dirk R M Lukkien, Nathalie E Stolwijk, Sima Ipakchian Askari, Bob M Hofstede, Henk Herman Nap, Wouter P C Boon, Alexander Peine, Ellen H M Moors, Mirella M N Minkman. Originally published in JMIR Nursing (https://nursing.jmir.org), 25.07.2024.)
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- 2024
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27. The evaluation of a decision support system integrating assistive technology for people with dementia at home.
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Nap HH, Stolwijk NE, Ipakchian Askari S, Lukkien DRM, Hofstede BM, Morresi N, Casaccia S, Amabili G, Bevilacqua R, Margaritini A, Barbarossa F, Lin CJ, Chieh HF, Su FC, Revel GM, Tesfay E, Bai D, Wirtjes C, and Hsu YL
- Abstract
Introduction: With a decreasing workforce of carers and a transition from care homes to home care, people with dementia (PwD) increasingly rely on informal caregivers (ICs) and assistive technologies (ATs). There is growing evidence that ATs in the home environment can reduce workload for formal carers (FCs) and ICs, reduce care costs, and can have a positive influence on quality of life (QoL) for PwD and their caregivers. In practice, using multiple ATs still often implies using different separate point solutions and applications. However, the integral, combined use of the data generated using various applications can potentially enhance the insight into the health and wellbeing status of PwD and can provide decision support for carers. The purpose of the current study was to evaluate the use of a DSS that integrated multiple ATs into one dashboard through a small-scale field study., Methods: The current study presents the formative evaluation of a Decision Support System (DSS) connected to multiple ATs. This DSS has been developed by means of co-creation during an international project. The DSS provides an insight into the physical and cognitive status of a PwD, as well as an insight into sleep activity and general wellbeing. Semi-structured interview sessions were held in three countries (Netherlands, Italy, and Taiwan) with 41 participants to gain insight into the experiences of formal and informal carers and PwD with both the ATs and the DSS Alpha prototype dashboard., Results: The results showed that participants using the DSS were satisfied and perceived added value and a fit with certain care demands from the PwD. In general, ICs and FCs have limited insight into the status of PwD living independently at home, and in these moments, the DSS dashboard and AT bundle can provide valuable insights. Participants experienced the DSS dashboard as well-organized and easy to navigate. The accuracy of the data displayed in the dashboard is important, the context, and (perceived) privacy issues should be tackled according to all users. Furthermore, based in the insight gained during the evaluation a set of design improvements was composed which can be used to further improve the DSS for the Beta evaluation., Discussion and Conclusion: The current paper evaluates a possible solution for excess AT usage and how the use of a DSS which integrated multiple AT into one single technology could support caregivers in providing care for PwD. The formative evaluation scrutinized the integration of the developed DSS and the composed bundle of ATs across diverse cultural contexts. Insights from multi-center observations shed light on user experiences, encompassing overall usability, navigational efficacy, and attitudes toward the system. FCs and ICs expressed positivity toward the DSS dashboard's design and functionalities, highlighting its utility in remote monitoring, tracking changes in the person's abilities, and managing urgent situations. There is a need for personalized solutions and the findings contribute to a nuanced understanding of DSS and AT integration, providing insights for future developments and research in the field of DSS for the care of PwD., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2024 Nap, Stolwijk, Ipakchian Askari, Lukkien, Hofstede, Morresi, Casaccia, Amabili, Bevilacqua, Margaritini, Barbarossa, Lin, Chieh, Su, Revel, Tesfay, Bai, Wirtjes and Hsu.)
- Published
- 2024
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