| Literature DB >> 33007993 |
Teemu Rantanen1, Teppo Leppälahti2, Jaakko Porokuokka3, Sari Heikkinen1.
Abstract
Technological advances in elderly care have been rapid, and the introduction of robots in care will be a topical issue in the near future. There has been little research into the possibility of influencing care workers' attitudes towards robots by project activities, and how to make the change easier for work communities. This study focuses on a robotics project that took place in elderly and home care services in one municipality in Finland (total of 45 care workers). During the project, four robotics workshops and one extended pilot session were implemented. The study follows quasi-experimental settings, and it included two measurements (before and after project activities) and a control group, but no randomization. The data were collected by questionnaires and were analyzed statistically. The project under study brought about minor positive changes in home care workers' attitudes towards the usefulness of care robots. In the final measurement, the difference between the test group and the control group was significant in the two dimensions of positive attitudes. The research supports the hypothesis that project activities can be used to influence home care workers' attitudes towards robots. This can also facilitate the introduction of care robots in home care services. However, the construction of a technology-positive care culture is a long-term process, which requires training and development, technological development and strong strategic management at various levels.Entities:
Keywords: attitude; care robot; elderly; home care
Mesh:
Year: 2020 PMID: 33007993 PMCID: PMC7579177 DOI: 10.3390/ijerph17197176
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Project activities.
| Activity | Time | Participants | Actions in Workshops/Sessions | Robots Used 1 | Data Collected |
|---|---|---|---|---|---|
| Face validation workshop | autumn 2015 | 35 home care workers | 3 sessions and focus group interviews (total of 8 groups) | No robots | focus groups |
| 1st robotics workshop | spring | 35 home care workers | 3 sessions (total of 8 groups) | Double 2 1 | First survey before the robotics workshop |
| 2nd robotics workshop | late | 5 elderly and 9 home care workers | one session | Double 2, Paro 2, Omron Lynx 3, Zora 4, Pepper 5 | |
| 3rd robotics workshop | early 2017 | 12 elderly and 2 home care workers | bingo session, Pepper as a host | Pepper | |
| 4th robotics workshop | late | 9 elderly and 4 home care workers | exercise session, Pepper as a host | Pepper | |
| Pilot placement | late 2018, | unit with 10 elderly | memory stimulation through music and historical trivia, listening the news, an email-based messaging service utilizing face recognition | Pepper | |
| Workshop for final measurement | late 2019 | 22 home care workers | presentation of the results of the pilot (2 sessions) | Pepper | Second survey |
1 Double 2 is a two-wheeled, self-balancing videoconferencing robot for telepresence with lateral stability control, an audio kit, and a wide-angle camera kit. 2 Paro is a soft therapeutic robot in a shape of a pinniped animal with various sensors and the capability to learn in a way that the user prefers. It responds by moving its head and legs, and imitates the voice of a baby harp seal. 3 Omron Lynx is an autonomous indoor vehicle for transporting goods up to 60 kg in manufacturing, cleantech, warehousing, healthcare, etc., and can be used for custom applications, or utilized as a scalable fleet. 4 Zora (Zora robot Nao) is an interactive humanoid robot Nao equipped with the Zora application, which is a software making possible to operate robots without any specific coding or programming skills. Zora robot Nao recognizes speech, shapes, objects and people. It is bipedal small robot with two arms and touch sensors and it is used e.g., in eldercare and in healthcare. 5 Pepper is a social humanoid robot which is capable of recognizing faces and speech, and able to interact multimodally with the person talking to it or touching it.
Figure 1Robots used in the project (2nd robotics workshop in 2016).
Samples.
| Sample | Time | Group | N | Response Rate | Average Age (Years) | Share of Women | Share of Practical Nurses | Share of Register Nurses |
|---|---|---|---|---|---|---|---|---|
| 1. Before intervention | March–May 2016 | Test group | 35 | 87.5% | 43.5 | 94.3% | 62.9% | 20.0% |
| Control group | 165 | 15.5% | 43.2 | 93.3% | 57.6% | 23.0% | ||
| 2. After intervention | November–December 2019 | Test group | 34 | 75.6% | 46.5 | 94.1% | 61.8% | 23.5% |
| Control group | 128 | 11.8% | 42.7 | 94.5% | 73.4% | 10.9% |
Sum variables and their means, SD and reliability.
| Variable | Items | Sample |
| Mean | SD | Cronbach’s |
|---|---|---|---|---|---|---|
| NARS 1 | 4 | before | 200 | 2.79 | 0.93 | 0.799 |
| after | 159 | 2.77 | 0.97 | 0.785 | ||
| NARS 2 | 4 | before | 200 | 3.06 | 0.90 | 0.730 |
| after | 162 | 3.20 | 0.91 | 0.738 | ||
| NARS 3 | 4 | before | 200 | 3.92 | 0.91 | 0.795 |
| after | 158 | 3.84 | 0.88 | 0.679 | ||
| Robots as helpers in practical home care | 4 | before | 199 | 2.58 | 1.05 | 0.824 |
| after | 161 | 2.60 | 1.03 | 0.817 | ||
| Robots as promoters of safety | 4 | before | 199 | 3.38 | 1.09 | 0.865 |
| after | 160 | 3.53 | 1.03 | 0.844 | ||
| Robots as guides and prompters | 3 | before | 199 | 3.78 | 0.97 | 0.817 |
| after | 162 | 3.90 | 0.88 | 0.753 |
NARS: Negative Attitudes towards Robots Scale.
The regional distribution of the control group respondents.
| Location | First Sample (Before Intervention) | Second Sample (After Intervention) | ||
|---|---|---|---|---|
| Percentage of Respondents in the Control Group | How the Survey was Completed | Percentage of Respondents in the Control Group | How the Survey Was Completed | |
| 1 (medium-sized town) | 24.2% | Electronically | 39.8% | Paper form |
| 2 (City) | 21.8% | Electronically | 20.3% | Electronically |
| 3 (Small town) | 5.5% | Electronically | 7.8% | Electronically |
| 4 (medium-sized town) | 47.9% | Paper form | 32.0% | Electronically |
| Missing information | 0.6% | 0.0% | ||
| Total | 100% | 99.9% | ||
Differences between localities in the control group. One-way analysis of variance.
| Variable | df1 | df2 |
|
|
|---|---|---|---|---|
| NARS 1 | 3 | 121 | 1.24 | 0.297 |
| NARS 2 | 3 | 124 | 1.64 | 0.183 |
| NARS 3 | 3 | 121 | 0.49 | 0.688 |
| Robots as helpers in practical home care | 3 | 124 | 0.64 | 0.979 |
| Robots as promoters of safety | 3 | 123 | 0.08 | 0.970 |
| Robots as guides and prompters | 3 | 124 | 0.42 | 0.735 |
Differences in attitudes between the test group and the control group in first and second samples.
| Variable | Group | First Sample | Second Sample | Difference | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
|
| Mean | SD |
| Mean | SD | Change | t |
| ||
| NARS 1 | Test group | 35 | 2.557 | 0.784 | 34 | 2.522 | 0.833 | 0.035 | −0.180 | 0.858 |
| Control group | 165 | 2.842 | 0.958 | 125 | 2.834 | 0.992 | −0.008 | −0.073 | 0.942 | |
| Difference, t( | −1.648 ( | −1.679 ( | ||||||||
| NARS 2 | Test group | 35 | 2.914 | 0.953 | 34 | 3.250 | 0.776 | 0.336 | 1.602 | 0.114 |
| Control group | 165 | 3.091 | 0.884 | 128 | 3.191 | 0.939 | 0.100 | 0.939 | 0.349 | |
| Difference, t( | −1.059 ( | 0.334 ( | ||||||||
| NARS 3 | Test group | 35 | 3.543 | 0.835 | 33 | 3.765 | 0.927 | 0.222 | 1.040 | 0.302 |
| Control group | 165 | 3.998 | 0.907 | 125 | 3.866 | 0.873 | −0.132 | −1.252 | 0.212 | |
| Difference, t( | −2.735 ( | −0.583 ( | ||||||||
| Robots as helpers in practical home care | Test group | 34 | 2.772 | 1.120 | 33 | 2.970 | 1.017 | 0.198 | 0.755 | 0.453 |
| Control group | 165 | 2.535 | 1.038 | 128 | 2.506 | 1.017 | −0.029 | −0.238 | 0.812 | |
| Difference, t( | 1.197 ( | 2.336 ( | ||||||||
| Robots as promoters of safety | Test group | 34 | 3.353 | 0.962 | 33 | 3.750 | 0.855 | 0.397 | 1.785 | 0.079 |
| Control group | 165 | 3.383 | 1.121 | 127 | 3.478 | 1.065 | 0.095 | 0.733 | 0.464 | |
| Difference, t( | −0.147 ( | 1.355 ( | ||||||||
| Robots as guides and prompters | Test group | 35 | 3.971 | 0.729 | 34 | 4.245 | 0.648 | 0.274 | 1.646 | 0.104 |
| Control group | 164 | 3.734 | 1.015 | 128 | 3.807 | 0.913 | 0.074 | 0.642 | 0.521 | |
| Difference, t( | 1.314 ( | 2.623 ( | ||||||||