4.1. Robot and User Characteristics
It appears obvious that the acceptance of ICRs relies on several factors related to both the user and the robot. These include: ICR’s appearance, user’s characteristics, robot’s features, established interaction between the robot and the user and culture. Given that ICRs (as a term and concept) are not widely researched as we propose in this paper, the existing data refers to acceptance of sex robots and companion robots, separately.
Gender
When it comes to user group characteristics, gender appears to be the main predictor for acceptance of sex robots as listed by a number of authors [
36]. Men tend to express more positive attitudes than women [
10,
11,
31,
36], and so do non-binary and gender nonconforming individuals. In their study, Nordmo et al. found gender as a significant effect on acceptance, with a significant interaction effect between gender and robot type (sex robot or platonic robot) [11, with women showing significantly less acceptance of sex robots compared to platonic ones, while men showed a similar attitude towards both types [
11]. It is noteworthy that the gendered difference in perceiving ICRs is likely unrelated to how different genders view sex, even though heterosexual men find sex robots desirable for both personal use and sex work [
6]. However, it is possible that those differences emerge from the fact that it is expected for men to express their interest in sex as reflected in that the current market targets heterosexual men, with more women-like robots available [
36]. The latter notion is supported by data showing that women express more interest in sex robots specifically designed for them [
41].
Age
Across age groups, people in the age group 20 to 33 years reported less acceptance of sex robots, compared with older participants (34 to 61 years) [
10], but younger men (ages 20 to 30) were more accepting of robots in roles of care for elderly (other features of those respondents included being educated and urban-living) [
20]. That shows that the effect of interaction of user’s gender and age on ICR’s acceptance is not yet clear. Companion robots, on the other hand, seem to be more accepted across generations, with adults and children differing on the valuable features that the robot should have [
5]. Not only the physical appearance of the robot impacts their acceptability, with more human-like being more accepted for intimacy [
12], but also their gender: sharing the same gender with the user makes them more acceptable for people [
5]. However, the robot’s gender doesn’t seem to impact the user's trust on them, which is noteworthy, as trust is an important component to forming meaningful relationships [
13].
Personality
Regarding
personality, although previous studies focused on the effect of the Big-Five traits on robot’s acceptance, concluding that Openness is a positive predictor for it and Acceptance and Consciousness are negative predictors [
42], more recent data implies that more than the Big-Five traits, levels of erotophilia (willingness in engaging in sexual activities) and sexual sensation seeking (seeking for diverse type of stimuli) are better predictors, relating positively to interest an acceptance of sex robots [
36]. In a study conducted with American men (who were particularly interested in elements of Japanese pop culture, like anime and manga) revealed that both shyness and self-isolation are positively related to accepting and purchasing a sex robot [
38].
When it comes to sex robots, current data suggest, surprisingly, that the robot’s feature that might enhance its acceptance the most is the quality of the sexual experience it provides, which plays a bigger role than its appearance [
36]. For example, in an online study linking user personality traits and acceptance of sex robots, it was determined that “erotophilic individuals seeking novel or more intense sexual experiences may be(come) the primary users of sex robots and influence their development”. This shows clearly that acceptance of ICRs may primarily depend on users' individual preferences and their readiness to accept an inanimate sexual partner, more than any other factor. As stated by the authors themselves, the research on individualized preferences may be the most important when it comes to determining acceptance of ICRs.
4.2. Robotic Touch
Once the robot per se is accepted, we are confronted with how well would an intimate contact with it be tolerated. One way of promoting intimacy is through touch [
14], which has a number of sub-components influencing acceptance such as type of touch, location of the touch, strength of the touch, social context, receiver’s expectation and the robot’s body temperature [12,14,16]. A study with a Japanese sample, aimed at identifying what characteristics of touch would promote perceived intimacy between users and robots, suggested that the robot’s patting increases the feeling of intimacy (compared to touch, stroke and grip), especially when delivered with the fingers [
14]. It seems that if subjects feel like not having a relationship with the robot they feel more intimacy in touches that feel less personal or that are not reserved to closer peers among humans themselves [
14].
Another study suggested that, given participants’ reports, forming an emotional bond with a robot is perceived as less disturbing when compared to physical bond, formed through intimacy and sex [
12], even with only 24,9% of participants considering intimacy with robots possible. Then, when participants had to touch the robot, touching areas considered less intimate (head) evoked higher electrodermal activity (indicating higher emotional arousal), in contrast to areas considered more intimate (buttocks) [
12].
Those findings might suggest that intimacy with robots might be achieved by first establishing some sort of emotional relationship with them, in which the user would feel safe and comfortable. They also suggest that methods for establishing emotional bonds with ICRs might be significantly moderated by cultural codes, such as the use of touch. We believe that cultural influences are not to be ignored when considering ICRs design and acceptance.
Table 1.
Identified variables that influence the acceptance of ICR’s in a positive or negative way.
Table 1.
Identified variables that influence the acceptance of ICR’s in a positive or negative way.
4.3. Cultural Influences in ICR Acceptability
Cultural context appears to play a fundamental role for acceptability of ICR, as it implies in other factors identified as variables in the robot’s acceptance equation. For instance, the desired appearance and form of the robot is different between cultures: while in the US, robot form’s imitating children, animals, and family members are considered inappropriate [
10], in Japan, robots include childlike models that do not allow sexual intercourse (by not being penetrable) and “waifus” (fictional characters that one can consider their romantic partner) [
6,
17]. Interestingly, while lower acceptance of robots is more of a Western issue, but it has been improving over time, with an observed 6% increase in Americans who would consider having sex with a robot, between the years 2017 and 2021 (from 16% of the population to 22%) [
7,
36].
Culture significantly influences expectations of robot behavior. In Japan, robots are often viewed as independent beings with humanlike qualities [
19], leading to higher acceptance of humanoid forms [
5,
18]. In contrast, Western societies typically see robots as tools or aids [
18], which can create a bias against humanoid acceptance. Consequently, Americans report greater comfort with less humanoid robots, while Japanese individuals are more comfortable with humanlike robots [
19]. Increasing the physical human likeness of a robot tends to cause more discomfort among Americans than Japanese. Conversely, enhancing the emotional human likeness of a robot increases comfort for Japanese individuals and decreases comfort for Americans [
19].
Culture might also be an important factor explaining the difference of robots’ presence in Eastern and Western societies, which is noteworthy since East Asian countries represent the world’s top three places in robot use [
18]. Not only are robots more present, but it appears that in East Asia, the population is generally receptive towards them [
20]. As a result, this higher exposure to robots also shapes its acceptance, with a longer exposure over time generating more acceptance of robots, regardless of the user’s culture [
20].
Studies on Eastern cultures have also considered robot appearance and its gender as factors influencing acceptance [
14]. The appearance of a robot is a complex issue in terms of acceptability. A robot can appear human-like only up to a certain point before it reaches the so-called 'uncanny valley.' This phenomenon occurs when a robot's attempt to closely mimic a living being falls short, resulting in feelings of repulsion rather than affection [
15].
Taken together, these apparent cultural differences raise the question of why robots are more integrated into Eastern societies compared to Western ones. Interestingly, some authors suggest that this distinction is rooted in distinct cultural and religious heritage. In Eastern philosophies, such as Taoism, there is a belief in the unity between human and non-human beings (nature), which fosters greater acceptance of robots. In contrast, Judeo-Christian traditions often emphasize a separation between humans and non-human entities, which may contribute to a lower acceptance of robots in Western societies [
18]. To explore this distinction empirically, one study compared the gaze direction in pictures featuring both a robot and a human. Pictures were retrieved from search engines using the same keywords in English and in Japanese. In the English language context, human-robot gaze was usually directed at each other, in a so-called binary relationship. Meanwhile, in the Japanese language context, gaze was directed to some other, common direction, in a ternary relationship [
18]. The Japanese context suggests that it might be that, in Japan, robots are treated as equals or, at least as partners. This happens since the user and the robot show signs of joint attention, a preverbal form of communication based on directing or following the partner's gaze to share the experience [
21]. Therefore, the perception of a robot's identity and the human-robot relationship is influenced by cultural cues, which should be considered when exploring user acceptance of humanoid robots.
Culture not only influences the user’s perception of ICR, but also shapes the way robots should be designed: the closer the robot is to the user’s culture or ethnicity, the more the user anthropomorphizes it [
5]. It follows that anthropomorphizing might enhance social connection between humans and robots. Alongside, when robots behave according to the user’s culture or speak in the user’s native language, they are more likely to be perceived as a group member [
20]. Therefore, we need to consider how important it seems to be that a robot matches the user’s cultural backgrounds in order to achieve a higher acceptance of ICR.
However appealing, the idea of assuming that robots are universally accepted in Eastern societies may not be completely true. In some studies, Japanese populations didn’t show this putative higher acceptance reporting feeling less safe around robots compared to French [
20], didn’t show a higher level of comfort with robots, compared to Americans [
19], or presented less positive reports on the Negative Attitudes Towards Robots Scale than other cultures [
20]. This can be an effect of the aforementioned higher exposure, as having more contact with robots, Japanese may have more understanding about advantages and disadvantages of robots and might have a more realistic view on human-robot interactions (HRI) [
20]. It might also be that despite a lower exposure to robots and having less experience with HRI, the Western population ends up with a more positive attitude towards the robot after interacting with them than the Eastern population [
20].
Likewise, it is important to note that dividing cultural differences into Western and Eastern categories can be misleading, as these are broad generalizations and significant variations can exist within each group. For example, Italian and British participants might perceive interaction with robots differently to each other, with the latter reviewing it in a more negative way [
5]. In another case, the Japanese perspective can be closer to the American's in terms of skepticism about robot’s employment, than to the Korean enthusiasm on the same matter [
20].
Therefore, it is conceivable that culture can be a strong modeling factor for acceptance of ICRs, directly and indirectly, by shaping other factors identified here as relevant to provide higher acceptability. In any case, cross-cultural studies on the acceptability of ICRs need to mitigate oversimplification while accounting for cultural idiosyncrasies.