2. Aim of the Study
Research has generally documented higher rates of in-person intimate partner violence against females than males, and differences in the occurrence of such violence based on nationality. Yet, when it comes to covert violence, it can be said that similar victimization rates have generally been observed. Research has also shown that the acceptability of intimate partner violence is influenced by perceptions of its seriousness, but limited research has investigated beliefs of virtual relationship violence. Therefore, the aim of the study is two-fold.
First, it investigates gender and nationality in socially interactive intimate partner violence experiences. Based on the research, it is predicted that females will have rates of victimization equal to or slightly higher than males. It is also anticipated that inequalities will be evidenced in American and Polish victimization experiences based on the previously highlighted findings. Therefore, the hypotheses are as follows:
H1: It is hypothesized that females will experience socially interactive intimate violence at rates equal to or slightly higher than males.
H2: It is hypothesized that socially interactive intimate violence will be higher among Poles than Americans based on research indicating that Polish individuals are victimized at higher rates than their American counterparts.
Second, the study explores perceptions of the seriousness of virtual relationship violence by examining attitudes toward punishment of socially interactive intimate violence. Using the variables of gender and nationality:
H3: It is hypothesized that women will hold more punitive views on socially interactive violence than men based on research indicating that women generally experience higher rates of intimate partner violence victimization.
H4: It is hypothesized that Americans will hold more punitive views on socially interactive violence than their Polish counterparts since domestic violence is not often regarded as serious of a matter by institutions in Poland when compared to the United States.
4. Data Analyses and Results
4.1. Descriptive Statistics
A total of 516 surveys were collected online and 132 surveys were collected in person (N = 648). All responses were entered into the same dataset. Of these surveys, 86 surveys (i.e., 78 online surveys and 8 in-person surveys) were discarded due to missing data. As a result, 86.7% of the original sample was used (N = 562). The majority of student respondents in the study were White (70.3%), female (70.4%), undergraduates (81.5%), and resided in the United States (84.8%). The age of the participants ranged from 18 to 58 years of age with a mean of 23.2 years (SD = 5.7 years). When examining Polish and American students, descriptive statistics revealed that the groups contained similar characteristics. For instance, the majority of student respondents in the American sample were White (65.5%), female (71.5%), and undergraduates (83.8%) with a mean age of 23.4 (SD = 6.1) while the majority of student respondents in the Polish sample were also White (97.6%), female (63.5%), and undergraduates (68.2%) with a mean age of 22.1 (SD = 3.4). All respondents reported having recently used mobile cellular phones and/or social networking sites (100.0%). On average, respondents reported sending and/or receiving 73.4 text messages per day (SD = 139.6) and spending about 2.5 hours per day on social networking (SD = 2.6).
Results revealed that socially interactive intimate violence is not uncommon. The majority of the sample (60.5%) indicated that their partners had sent a text and/or made a post designed to upset, anger, or hurt them at some point in time. When looking at the ways by which partners aggressed, results showed that most psychological aggression involved both text messaging and social network posting (32.1%), followed by text messaging only (23.1%), followed by social network posting only (5.3%). Results also indicated that over three-quarters of respondents (76.3%) felt that punishment should be given at times when hurtful, harmful, or wrongful acts committed through socially interactive technology. Of the respondents feeling punishment is warranted, nearly half the sample felt there were multiple acts for which one should be punished (46.2%). Among the acts identified were combinations of threats, harassment, bullying, libel, slander, and defamation of character. Others felt punishment should only be implemented when there were serious direct threats to life (21.3%), followed by only when physical injury resulted (9.6%), followed by when harassment, stalking or bullying occurs (8.2%), followed by libel, slander, and/or defamation (5.8%).
4.2. Bivariate Analyses
In order to investigate whether virtual relationship violence varies by gender and/or nationality, bivariate tests were performed. Cross-tabulations revealed a statistically significant difference between
Gender and
Socially Interactive Intimate Victimization (χ
2 = 16.36, df = 1,
p < 0.001). The results suggested that more females reported experiencing socially interactive intimate victimization than not, but more males reported no victimization than having experienced it. Specifically, about two-thirds of females reported being victimized (66.1%) compared to less than one-half of males (46.9%). This supports the hypothesis that suggests that rates of socially interactive violence would be equal or slightly higher among females; here, it is moderately higher for females. Cross-tabulations also indicated that there was a significant relationship between
Nationality and
Socially Interactive Intimate Victimization (χ
2 = 34.36, df = 1,
p < 0.001). The results indicated that about two-thirds of American students reported victimization (65.8%) while only one-third of Polish students did (30.3%). See
Table 1,
Table 2. While results revealed a significant relationship, it was in the opposite direction of what was expected. Americans had reported experienced higher levels of socially interactive intimate violence than Poles.
Table 1.
Cross-tabulations of gender and socially interactive intimate violence (N = 526).
Table 1.
Cross-tabulations of gender and socially interactive intimate violence (N = 526).
Variable | Gender |
---|
Male | Female |
---|
Victimization % Yes | 46.9 | 66.1 |
Table 2.
Cross-tabulations of nationality and socially interactive intimate violence (N = 526).
Table 2.
Cross-tabulations of nationality and socially interactive intimate violence (N = 526).
Variable | Nationality |
The United States | Poland |
Victimization % Yes | 65.8 | 30.3 |
An additional examination was undertaken to explore the means by which individuals were victimized. It revealed that American students were hurt by both text(s)/SMS and SN post(s), followed by text(s)/SMS only, then SN post(s) only while Polish students were hurt most by text(s)/SMS only, then both text(s)/SMS and SN post(s), then SN post(s). This is interesting to note and it appears that Poles may not as bothered by negative social network behavior as their counterparts. It also might point to the more personal nature of text messaging in serving as a platform to transgress. In addition, preliminary results from qualitative focus group interviews (not shown) may offer some insight here, as Polish students indicated that they shared less personal information on SN sites than American students, which may explain why Poles reported less victimization. Nevertheless, the finding revealed that nationality was associated with reports of socially interactive intimate violence experiences.
Bivariate analyses were also performed for the second aim of the study to examine whether a relationship exists between
Gender and
Attitudes toward the Punishment of Virtual Relationship Violence, and
Nationality and
Attitudes toward the Punishment of Virtual Relationship Violence. Cross-tabulations revealed statistically significant differences for both. See
Table 3,
Table 4.
Table 3.
Cross-tabulations of gender and attitudes toward punishment (N = 526).
Table 3.
Cross-tabulations of gender and attitudes toward punishment (N = 526).
Variable | Gender |
Male | Female |
Punishment % Yes | 61.5 | 82.2 |
Table 4.
Cross-tabulations of nationality and attitudes toward punishment (N = 526).
Table 4.
Cross-tabulations of nationality and attitudes toward punishment (N = 526).
Variable | Nationality |
The United States | Poland |
Punishment % Yes | 75.3 | 81.2 |
There was a statistically significant difference between Gender and Attitudes toward the Punishment of Virtual Relationship Violence (χ2 = 19.70, df = 1, p < 0.001), and between Nationality and Attitudes toward the Punishment of Virtual Relationship Violence (χ2 = 1.06, df = 1, p < 0.001). The results suggested that most females believed punishment was warranted (82.2%) and most males also felt the same way (61.5%), but to a lesser extent. Additionally, most Polish students felt punishment is needed for harmful acts of virtual relationship violence (81.2%), and most Americans also felt this way (75.3%), but only marginally. While the former relationship was expected, the latter was not. Using a layered analysis, follow-up comparisons among these groups revealed a statistically significant difference among groups (χ2 = 18.13, df = 1, p < 0.001). Polish women had the highest rates of believing punishment was warranted (86.0%), followed by American women (81.5%), followed by Polish men (71.4%), followed by American men (59.4%).
If the majority of females and Americans reported experiencing socially interactive intimate victimization, and if the majority of males and Poles reported not experiencing such victimization, then the results from attitudes on punishment are interesting. They could indicate that females are pressing for punishment at higher rates than males because they are more likely to have been hurt by socially interactive violence. Alternatively, they might signal that men are more tolerant of covert violence than women in both countries, possibly due to gender role socialization. Findings may also be the result of American men being more likely than Polish males to receive actual punishment for offenses against intimate partners [
31], making them fear the possibility of punishment if they ever engaged in such offenses.
4.3. Multivariate Analyses
In order to determine if gender and nationality were still significant predictors of socially interactive violence and attitudes toward its seriousness, two separate explorations were conducted. First, logistic regression analysis was implemented using nested models to examine the influence of various variables socially interactive intimate violence victimization. Age was entered first in the first model, followed by the number of text messages sent/received per day and the amount of time spent per day on social networking in the second model, followed by gender and nationality in the final model. This permitted for an investigation of their independent effects.
The results indicated that the overall model was statistically significant (χ
2 = 60.53, df = 5,
p < 0.001), explaining 15.2% of variance in socially interactive intimate victimization. The difference in Chi-Square statistic suggested that the addition of
Gender and
Nationality in the final model significantly improved the model fit. See
Table 5.
Table 5.
Logit estimates of characteristics on socially interactive intimate violence (N = 562).
Table 5.
Logit estimates of characteristics on socially interactive intimate violence (N = 562).
Variable | 1 | 2 | 3 |
---|
Age | −0.043** | −0.031 | −0.045* |
# Texts Sent Per Day | - | 0.002* | 0.001 |
# Hours Spent on Social Networking Per Day | - | 0.046 | 0.043 |
Gender | - | - | 0.745*** |
Nationality | - | - | −1.53*** |
Nagelkerke R Square | 0.019 | 0.038 | 0.152 |
Model χ2 | 7.041** | 14.391* | 60.534*** |
Change in χ2 | - | 7.351 | 46.143 |
Results of the analyses signaled that Age, Gender, and Nationality were all significant in the final model, but number of text messages sent per day and number of hours spent on social networks per day were not. As age increased, the odds of victimization decreased. Gender and Nationality were more robust predictors of socially interactive intimate violence than Age. In comparison to males, females had 2.1 times the odds of experiencing socially interactive relationship violence. In comparison to those in the United States, those in Poland had .22× the odds of experiencing it. Stated in another way, those in the United States had nearly 5× times the odds of experiencing socially interactive intimate violence when compared to their Polish counterparts.
In the second investigation, the results suggested that the overall model was statistically significant (χ
2 = 21.95, df = 5,
p < 0.001), explaining 8.0% of variance in socially interactive intimate victimization. The change in Chi-Square statistic suggested that the addition of the final block significantly improved the model fit. See
Table 6.
Gender was the only significant variable in the final model. In comparison to males, females had over 3× the odds of believing punishment was warranted for socially interactive intimate partner violence (
p < 0.001).
Table 6.
Logit estimates of characteristics on attitudes toward punishment of virtual relationship violence (N = 562).
Table 6.
Logit estimates of characteristics on attitudes toward punishment of virtual relationship violence (N = 562).
Variable | 1 | 2 | 3 |
---|
Age | 0.010 | 0.008 | 0.017 |
# Texts Sent Per Day | - | −0.001 | −0.001 |
# Hours Spent on Social Networking Per Day | - | 0.048 | 0.015 |
Gender | - | - | 1.137*** |
Nationality | - | - | −0.444 |
Nagelkerke R Square | 0.001 | 0.004 | 0.080 |
Model χ2 | 0.215 | 0.946 | 21.946*** |
Change in χ2 | - | 0.731 | 21.000 |
5. Discussion
This study analyzed high-risk victimization groups for socially interactive intimate partner violence experiences and perceptions of appropriate responses to it while challenging the assumption that our virtual environments are separate from our real one. The findings revealed that technology has provided us with a forum whereby partners can and have transgressed. Victimization was not uncommon and neither was a call for punishment. This may be indicative of a transferability of behavior and perceptions from the real to the virtual world and suggest that both environments are connected. Indeed, they hold similar patterns.
When exploring communicative violence among intimates in the virtual world, the results revealed that 60% of the sample reported experiencing communicative intimate violence through text messaging and/or social networking. This total estimate is higher than the amount of psychological violence reported in the National Intimate Partner and Sexual Violence Survey (
i.e., about 50% for females and males) [
17], but lower than the International Dating Violence Study (
i.e., about 90% for females and 80% for males) [
24]. Nevertheless, the estimates fall within the ranges found for in-person experiences of psychological violence. Turning to bivariate tests, the results showed that approximately two-thirds of females reported being victimized (66.1%) compared to less than one-half of males (46.9%), and about two-thirds of American students reported victimization (65.8%) while only one-third of Polish students did (30.3%).
This study predicted that women would have similar or slightly higher rates of victimization then their male counterparts, and it found support for this, mimicking real world patterns. The study also predicted that socially interactive violence would be lower for Americans than Poles, but it found evidence to the contrary. One plausible explanation for this finding may exist in cultural differences. It is possible that Americans are more inclined to report such experiences than their Polish counterparts.
Multivariate analyses that followed suggested that age, gender, and nationality were important in understanding socially interactive intimate violence victimization, but the frequency of socially interactive technology use was not. Specifically, the older one was, the lower the odds of experiencing socially interactive violence, and in comparison to males, females had higher odds of reporting socially interactive victimization. Additionally, in comparison to American respondents, Polish respondents had lower odds of such victimization. It is possible that one may age out of such behavior [
35]. It is also possible that females and Americans report higher rates of socially interactive intimate partner violence experiences because (1) they actually experience higher rates, or (2) it is a social artifact. In the former case, classical feminist theorists would suggest that findings pointing to higher rates of female victimization may be explained by the gendered nature of power relations in that all human behavior takes place in a stratified system based on gender that is largely dominated by males [
36]. Another explanation may reside in the highly individualistic culture of the United States and the more collective nature of Poland [
37]. It is possible that collective cultures look after their members more than individualistic ones and, accordingly, deter would-be offenders. On the other hand, it is possible that those living in collective cultures may view intimate violence as a private matter.
In the case of the latter, males and Poles may underreport their experiences as a symptom of social arrangements that dictate the way they behave. Specifically, gender role theory would state that social and behavioral prescriptions are constructed based on one’s gender, which are expressed in a variety of social settings and can differ across cultures. For instance, according to gender role socialization, males are taught to be tough and refrain from expressing feelings in the same manner females do. Since violations of these social norms may result in the males as being perceived as weak or vulnerable, they withhold from admitting to these experiences. From symbolic interaction theory, this phenomenon is referred to as “doing gender” [
38]. Changes can occur when social structures do, so gender is the byproduct of socialization and culture. Additionally, social norms dictate the seriousness of certain forms and types of violence. In patriarchal societies, intimate partner violence and more specifically psychological aggression may be viewed as less serious in nature than stranger violence or physical and sexual aggression, influencing the results. These are all possible interpretations that need further investigation, as there is a possibility that gender symmetry may exist once accounting for these factors.
Nevertheless, such speculations present interesting avenue for thought. While typical family violence theories argue that those with power perpetrate violence against the powerless in the real world [
36], such theories may also explain violence in the socially interactive world. The findings offered in this study may signal that the power relations are still important in understanding violence, regardless whether it takes place in-person or through social media. Additionally, they may indicate that studying gender roles is more important in providing accurate assessments. Therefore, continuing to study socialization by integrating power relations with gender role expectations may be key to a more comprehensive understanding of interpersonal relationship communications.
When examining attitudes toward punishment of virtual relationship violence, findings revealed that the vast majority of the sample was in favor of punishment at times when hurtful, harmful, or wrongful acts were committed through socially interactive technology. Of those respondents who felt punishment is warranted, about half the sample felt there were multiple acts deserving of punitive responses. Females were more likely to believe punishment should be used than males, and Polish respondents were more likely than American ones to hold these outlooks. Further investigation revealed that Polish women were the most likely to view socially interactive intimate victimization as a serious matter while American males were the least likely. Given the way injustices have been noted in Poland for in-person violence, and the ways inequalities are evidenced for protection, this may signal a call for treating dating violence more seriously. In the multivariate test, gender was the only significant predictor of belief in punishment, with females having higher odds of feeling it is necessary and males having lower odds. Part of this finding may be due to females having more experiences of such victimization than males. However, part of it may be derived from gender inequalities that still exist in our society, meaning that males may be socialized to perceive such issues as less serious in nature than females do. As previously mentioned, the findings may also be the byproduct of a culture that is more likely to punish males for intimate partner violence. Further research that is qualitative in nature may be particularly useful in helping to explain this finding. Interestingly, theoretical insight offered to explain socially interactive intimate partner violence may also be used to explain attitudes on punishment.
The results from this study may be indicative of victimization patterns and explanations found in the real world. They signal gender differences in experiences as well as beliefs on appropriate responses. While the findings contribute to our knowledge on the transferability of dating behaviors to the virtual world, they should be interpreted with caution. Males and Poles reported less experience of interactive intimate violence, but it does not mean they experienced less violence. It depends on how they perceive of violence and whether they feel free to admit it. It is possible that it is more acceptable for women to come out as victims of such dating violence than it is for men. Men may also be socialized to minimize or ignore psychological acts of aggression while females may take them more seriously. Likewise, the results might point to cultural differences in norms on reporting such violence. In the United States, it is likely more acceptable for women to report being a victim whereas in Poland, violence in the context of intimate relationships is still seen as a private matter and not adequately responded to by their criminal justice system [
31]. As a result, it is possible that the rates of socially interactive victimization are underreported not only for men, but also for Polish women. Psychological violence may not be seen as particularly harmful by all, so the question of where the line is crossed comes into play. Future research may wish to investigate when psychological violence turns abusive and when the consequences of it should be a public health concern.
As with any study, this one is not immune from limitations. The sample used in this study consisted of a convenience sample of college students volunteering to take part in the study. These respondents may be systematically different from non-respondents. Additionally, they may be different from the general population. Nevertheless, they were used for a number of reasons. First, consistent with research, their age group represents those at highest risk of intimate partner violence victimization. The average age was about 22 years, which places them at risk of intimate partner violence [
15,
16]. Second, they represent an age group and population that rely on socially interactive technology for communication. Third, they can consent to participate. Fourth, data can be obtained across sites in an inexpensive way. The sample is also limited in that there were more American students and females than Polish students and males. Future research should aim for a more representative sample of respondents. Another limitation that exists is in the measures. Definitions of psychological aggression vary from study to study, and it seems there is no consensus. However, most studies have commonalities in the way they define and measure it by look at expressive behaviors designed to hurt or upset someone. Future research may wish to investigate individual psychological acts of aggression, the consequences each holds, and the patterns evidenced to determine whether and when it should be a concern warranting some type of intervention or response. The measure for seriousness of virtual relationship violence by asking about whether and when punishment is warranted may also be subject to debate. Yet another limitation arises with memory recall and the length of time. This study asked about any lifetime experiences rather than the past year. While research has inquired about one, the other, or both, this study was a simple exploration to develop an underdeveloped area of research. It is hoped that future research will explore a multitude of areas including not only yearly estimates of socially interactive violence, but also risk factors, consequences, and prevention strategies for such victimization.
Nevertheless, little research has been conducted on interpersonal violence in Poland and very little has been established regarding the impact of socially interactive violence in either culture, which is important with our rapidly and intensely evolving technological world. This study expands insights into socially interactive intimate violence experiences across different national groups, and it also examined attitudes toward such violence. The results of this research may signal the ways in which inequalities exist in the virtual world, mimicking real world patterns, and it may offer directions for future research on this contemporary issue. Overall, the results signal that socially interactive intimate violence and attitudes on punishment are more attributable to social and cultural contexts than to the use of technology.
This transferability of behaviors suggests that they can other in other realms. According to routine activities theory [
39], when three elements (
i.e., a motivated offender, a suitable target, and a lack of a capable guardian) converge in time and space, an offense is likely to occur. In this case, social media provides offenders with the perfect opportunity to engage in psychological aggression/violence against someone since the virtual world is so difficult to police. As our sources of communication continue to grow, so too may the ways by which we experience relationships. The impact of new social technologies on such violence is an area that should be given serious consideration because of the way we have inextricably linked our real and virtual communities, and behaviors holding grave consequences are now evidenced. If cyber bullying has been noted to produce the same consequences as in-person school bullying, then it is possible that cyber intimate violence might do the same. Given that psychological aggression often precipitates physical violence, this is worthy of consideration.
The misuse of technological development has, by and large, been unanticipated, overlooked, and ignored. Socially interactive victimization may result in a reduced quality of life for those who experience it. The results of this research hint at the need for studying not only socially interactive intimate violence, but also new intervention strategies in these digital media experiences. Given that most respondents would like socially interactive harmful behaviors to be addressed and viewed in a serious light, it indicates that we are lagging. People have not yet seen the responses they wish to see when it comes to handling acts of communicative aggression that have the potential to inflict harm on another. As the real and virtual worlds coalesce, understanding how technologies contribute to intimate violence could lead to applications that might shape resistance to such violence. Future studies could also analyze specific interventions to discover if respondents would actually step in for cases where they witness abusive behaviors taking place, or they could explore other ways in which such behavior may possibly be prevented or reduced.