2. Materials and Methods
2.1. Participants
This study’s sample consisted of 521 participants aged between 18 and 80 (Mean = 31.32; SD = 12.28), of whom 345 (66.2%) identified themselves as women, 166 (31.9%) as men, and 10 (1.9%) as other. Most participants are European/white (94%), have Portuguese nationality (95%), live in Portugal (96.1%), live in a small town (44.5%), are employees (47.2%), have an average socio-economic status (53.9%), and are heterosexual (84.4%).
Table 1 shows the sociodemographic characteristics of the sample in greater detail.
2.2. Instruments
The questionnaires were selected to gather information according to the variables and goals of the present study. A Sociodemographic Questionnaire, the Portuguese-language version of the Family Adverse Childhood Experiences Questionnaire, was used to assess the report of ACEs, the Kessler Psychological Distress Scale (K10) was used to assess anxiety and depressive symptoms, and the Post-Traumatic Growth Inventory (PTGI) was used to assess the perception of positive psychological changes after facing adversity.
The Sociodemographic Questionnaire was used to collect data on age, gender, nationality, sexual orientation, marital status, living situation, place of residence, socioeconomic statuse, education, professional status, and ethnic/racial group.
The Portuguese-language version of the Family Adverse Childhood Experiences Questionnaire (
Silva and Maia 2008) was used to assess the report of ACEs and consists of the following domains: emotional abuse, physical abuse, sexual abuse, exposure to domestic violence, substance abuse in the family environment, divorce or parental separation, imprisonment of a family member, mental illness or suicide, physical neglect, and emotional neglect. These domains are assessed through 10 items, adapted from the original 77 items (
Felitti et al. 1998), and the participant’s responses were evaluated on a Likert scale from 1 (
Never) to 5 (
Many Times). In the present study, Cronbach’s alpha was 0.81, showing a good internal consistency.
The Kessler Psychological Distress Scale (K10) (
Pereira et al. 2019) was used to assess levels of psychological distress, keeping the original items (
Kessler et al. 2003). It is based on questions related to depressive symptomatology (items 1, 4, 7, 8, 9, and 10) and anxious symptomatology (items 2, 3, 5, and 6) over the last month. The participants’ answers were given on a Likert scale from 1 (
Never) to 5 (
Always). The Cronbach’s alpha for the instrument Portuguese population was 0.91. For this study, Cronbach’s alpha was calculated for the total scale and the two sub-scales, obtaining results of 0.94, 0.93, and 0.89 for the total scale, depression, and anxiety, respectively. Thus, the instrument showed good internal consistency.
The Post-traumatic Growth Inventory for the Portuguese Population (
Resende et al. 2008), adapted from the original version of the Post-traumatic Growth Inventory (PTGI) by
Tedeschi and Calhoun (
1996), was used to assess the positive psychological changes reported by individuals who had experienced adverse life events. PTG is assessed based on three factors: (1) Greater openness to new possibilities and greater involvement in interpersonal relationships (items 3, 6, 7, 8, 9, 11, 15, 16, 17, 20, and 21), (2) Change in perception of self and life in general (items 1, 2, 4, 10, 12, 13 and 19), and (3) Spiritual change (items 5 and 18). These factors were assessed using the 21 original items, and the respondent’s answers were given on a Likert scale from 1 (
Nothing) to 5 (
A lot) considering that the participants’ opinion corresponds to the degree to which they consider themselves to have changed because of a particular trauma. The Post-traumatic Growth Inventory for the Portuguese Population (
Resende et al. 2008) showed an alpha of 0.95 for the total scale, an alpha of 0.94 for the greater openness to new possibilities and greater involvement in interpersonal relationships factor, an alpha of 0.84 for the change in perception of self and life in general factor, and finally, an alpha of 0.64 for the spiritual change factor. In this study, the Cronbach’s alpha values for the total scale were 0.96, for the the factor “greater openness to new possibilities and greater involvement in interpersonal relationships” was 0.93, for the factor “change in perception of self and life in general” was 0.91, and for the factor “spiritual change” was 0.48. The instrument showed good internal consistency.
2.3. Procedures
The present study was conducted in accordance with the Declaration of Helsinki and approved by the Ethics Committee of the University of Beira Interior, Portugal, for studies involving humans (CE-UBI-Pj-2021-047), ensuring all subjects gave their informed consent for inclusion before they participated in the study. This study ensures the principles of informed consent, guaranteeing the confidentiality and anonymity of the data, beneficence, and respect for the integrity of the participants, who were informed about the purpose of the study and the voluntary nature of their participation in the research.
For the investigation, a website was designed to disseminate the online survey on the Microsoft Forms platform via social networks and mailing lists from September to November 2023. Following data collection, a database was built in IBM SPSS Statistics (version 29, Armonk, NY, USA), in which the information was encrypted so that access to the participant’s identification was impossible.
To establish associations between ACEs and PTG, all participants who did not report ACEs but experienced PTG were eliminated, going from 749 respondents to 521 as the final sample.
2.4. Data Analysis
The gathered data were submitted to several statistical analyses according to the goals established for this investigation. Descriptive statistics (mean, standard deviation, percentages, and frequencies) were conducted to describe the prevalence and levels of Total ACEs and domains, levels of PD and subscales of anxiety and depression, as well as Total PTG and its factors, (1) greater openness to new possibilities and greater involvement in interpersonal relationships, (2) change in perception of self and life in general, and (3) spiritual change, in the general sample. Also, three-sample student t-tests were used to compare differences in means of Total ACES and domains, Total PD, anxiety, depression, and Total PTG and its factors, by gender, age group, and sexual orientation. To assess the strength and direction of possible associations between age, Total ACEs, the ten domains of childhood adversity, Total DP and its subscales—anxiety, depression, Total PTG and its factors, Pearson’s correlations were calculated. Additionally, one multiple linear hierarchical regression was performed to assess the predictive power of Total ACEs, ACE domains, sociodemographic variables, and Total PTG and its factors on Total PD. Finally, computer software by Hayes (2012 v4.2 was used to assess whether the relationship between Total ACEs and Total PD is mediated by the Total PTG. For all analyses, a p-value of <0.05 was considered statistically significant. Since this was a cross-sectional, descriptive, inferential, correlational, predictive, and mediational study and not an experimental or quasi-experimental one, we did not apply any treatment, and no control group was needed.
3. Results
Table 2 shows the prevalence of Total ACEs and domains in the overall sample. In this sample, 100% of participants reported at least one ACE. Emotional abuse was the most reported domain (59.7%), followed by emotional neglect (52.1%) and mental illness or suicide of a family member (51.4%). Other categories of ACEs and their respective prevalence can be found in more detail in
Table 2.
Table 3 shows the descriptive statistics for Total ACEs and ACE domains as well as Total PTG and its factors—Factor 1 and seven items for Factor 2—on top of PD and its respective subscales—anxiety and depression. In the general sample, the mean of Total ACEs is 1.66 (
SD = 0.61) with a sum of 16.56, the mean of Total PTG is 3.18 (
SD = 0.86) with a sum of 66.34, and the mean of Total PD is 2.51 (
SD = 0.83) with a sum of 25.05. All descriptive statistics can be found in more detail in
Table 3.
Table 4 describes the average levels of the 10 items assessing ACEs, including Total ACEs and its domains, the 10 items assessing PD including Total PD and its subscales—4 items for anxiety and 6 items for depression—and the 21 items assessing PTG including Total PTG and its factors—11 items for Factor 1, 7 items for Factor 2, and 2 items for Factor 3, by age group.
Statistically significant differences were found in Total ACEs (
t (511) = 3.321;
p < 0.001), with women scoring higher when compared to men (
M = 1.71,
SD = 0.62). Concerning Total PD, we also found statistically significant differences (
t(511) = 5.356;
p < 0.001), with women also reporting greater scores (
M = 2.62,
SD = 0.83). No statistically significant differences were found in Total PTG (
t(511) = 1.831;
p = 0.068). The results can be found in more detail in
Table 4.
Table 5 describes the average levels of the 10 items assessing ACEs, including Total ACEs and its domains, the 10 items assessing PD including Total PD and its subscales—4 items for anxiety and 6 items for depression—and the 21 items assessing PTG including Total PTG and its factors—11 items for Factor 1, 7 items for Factor 2, and 2 items for Factor 3 by age group.
The results indicate that concerning Total PD, there are statistically significant differences (
t(501) = 4.284;
p =< 0.001), with younger people showing higher levels (
M = 2.65,
SD = 0.82). As far as Total PTG, there are statistically significant differences (
t(501) = −4.390;
p =< 0.001), with older people showing higher levels (
M = 3.36,
SD = 0.84). As far as Total PTG, there are statistically significant differences (
t(501) = −4.390;
p =< 0.001), with older people showing higher levels (
M = 3.36,
SD = 0.84). No statistically significant differences were found in Total ACEs (
t(501) = 626;
p = 0.532). The results can be found in more detail in
Table 5.
Table 6 describes the average levels of the 10 items assessing ACEs, including Total ACEs and its domains, the 10 items assessing PD including Total PD and its subscales—4 for anxiety and 6 for depression—and the 21 items assessing PTG and its factors—11 items for Factor 1, 7 items for Factor 2, and 2 items for Factor 3by sexual orientation.
There were statistically significant differences regarding Total ACEs (
t(519) = −3.298;
p =< 0.001), with non-heterosexual people reporting greater levels (
M = 1.86,
SD = 0.70). Also, there were statistically significant differences regarding Total PD (
t(519) = −4.296;
p =< 0.001), with non-heterosexual individuals showing higher levels (
M = 2.86,
SD = 0.82). In addition, there were statistically significant differences regarding Total PTG (
t(519) = 2.213;
p =< 0.05), with heterosexual individuals reporting higher levels (
M = 3.21,
SD = 0.85). Results can be found in more detail in
Table 6.
Table 7 shows the correlations between the following variables: age, Total ACEs, ACEs domains, Total PTG, PTG factors—Factor 1, Factor 2, and Factor 3, and Total PD and its subscales—anxiety and depression. The results show that almost all ACE categories correlate with each other in a significant way (
p < 0.001;
p < 0.05), with emotional abuse and physical abuse showing the strongest correlation (
r = 591). Also, we observed that Total ACEs showed a positive and strong correlation with depression (
r = 315). Furthermore, depression showed a stronger correlation with emotional neglect (
r = 0.249) when compared to other ACE domains. Moreover, depression was strongly correlated with anxiety (
r = 769). All the correlations can be seen in more detail in
Table 7.
To assess the contribution of sociodemographic variables, Total ACEs, and PTG factors on Total PD, a hierarchical multiple linear regression was conducted (see
Table 8). The third model, where the three factors relating to PTG were added, increased the variance from 16.8% to 20.6%, which highlights the importance of PTG in the decrease in PD. Out of the three PTG factors, factor 2 was the strongest predictor of a lower perceived Total PD (β = −0.337;
p =< 0.001). The results can be seen in more detail in
Table 8.
To determine whether the relationship between Total ACEs and Total PD is mediated by Total PTG, the computer software by
Hayes (
2012) was used. Regarding Total ACEs direct effect on Total PD, we observed that Total ACEs are a positive and significant predictor of Total PD (β = 0.293, SE = 0.058,
p < 0.001). The results can be seen in more detail in
Table 9. The simple mediation model for PTG in the form of a statistics diagram can be seen in more detail in
Figure 1.
Table 10 shows the Total Effect and the Indirect Effect of Total ACEs on Total PD. With the inclusion of the mediator, the indirect effect of Total ACEs on Total PD (ab = −0.038 (−0.125) = 0.005) is not statistically different from zero, as evidenced by a confidence interval that is not entirely above zero (−0.012 to 0.023), meaning that Total PTG does not mediate the relationship between Total ACEs and Total PD.
4. Discussion
The main purpose of this study was to assess the impact of ACEs on PD and PTG, as well as to determine the mediating effect of PTG on the relationship between ACEs and PD and to explore the mutual influence of these variables in a sample of adults.
The results show a high prevalence of ACEs ranging from 10.8% (physical neglect) to 59.7% (emotional abuse), with emotional abuse being the most reported category of ACEs. These results are like those found by other studies (
Silva and Maia 2008;
Silveira and Pereira 2023;
Riedl et al. 2020), which suggest that ACEs represent an alarming phenomenon with a significant impact in various cultural contexts. These findings can be associated with the relationship between ACEs and some risk factors that may influence parenting practices, including high parental stress related especially to lower-income situations (
Crouch et al. 2019), the lack of parenting skills such as little knowledge about child development (
Stith et al. 2009), and the repetition of dysfunctional family patterns, where parents who experienced ACEs in their childhood may be more likely to expose their children to the same experiences (
Schickedanz et al. 2021).
As far as Total PD, anxiety and depression are concerned, since the sample is not a clinical sample but a community sample and was not collected probabilistically, the absence of clinical traits was to be expected. Nevertheless, it has been found that Total ACEs are an indicator of the occurrence of Total PD symptomatology in the future (
Jones et al. 2022;
Thai et al. 2020). The relationship between the occurrence of ACEs and PD can be attributed to how ACEs can create situations of lack of acceptance and support, and in the face of adversity, people react in different ways. For some people, these experiences can result in long-term effects such as feelings of little validation and/or importance, reacting based on response models that are based on depression or anxiety symptoms (
Watt et al. 2019), which can be crystallized and maintained over time.
There were significant differences between groups, and concerning gender, women were found to have more Total ACEs (
AlHemyari et al. 2022;
Campbell et al. 2016;
Giano et al. 2020;
Felitti et al. 1998;
Soares et al. 2016;
Wong et al. 2019) and more Total PD (
Agbaje et al. 2021;
Matud et al. 2014) Women also reported higher levels of PTG; however, it was not statistically significant. Regarding ACEs domains, women reported more emotional abuse, more sexual abuse (
Martin et al. 2022), emotional neglect (
Soares et al. 2016), and more mental illness or suicide of a family member when compared to men. As far as PD, women reported more Total PD (
Pereira et al. 2019), anxiety, and depression than men. According to
Almuneef et al. (
2017), an increased reporting of ACEs is linked to a high prevalence of psychological and mental disorders such as depression and anxiety in women. These findings can be supported by the idea that, as women experience more ACEs, they consequently experience more PD. Concerning Total PTG (even though there were no statistically significant differences regarding gender in this study) previous studies found that women show higher levels of PTG when compared to men (
Tedeschi and Calhoun 1996;
Vishnevsky et al. 2010), which can be related to the possibility that women tend to perceive a situation as a threat more often and rate events as more stressful (
Olff et al. 2007), as a consequence leading to a more significant disruption of their assumptive world, creating conditions for greater reports of PTG (
Calhoun and Tedeschi 2006). In addition, due to gender roles, women may be expected to share these experiences and to speak up about their mental health, as well as to seek psychological support (
Nam et al. 2010). Moreover, women may have greater access to resources and sources of support that allow them to experience more PTG.
As for the differences between age groups, no significant statistical differences were found concerning Total ACEs, unlike previous research where there was a higher incidence of ACEs in younger people compared to older people (
Campbell et al. 2016;
Felitti et al. 1998;
Nevárez-Mendoza and Ochoa-Meza 2022;
Riedl et al. 2020). As far as ACEs domains, younger people reported more divorce or parental separation and mental illness or suicide of a family member, while older people reported more physical abuse and physical neglect (
Novais et al. 2021;
Riedl et al. 2020). Regarding PD, younger people reported more Total PD, anxiety, and depression, contrasting with the study findings of Pereira and colleagues (2019) in a Portuguese sample. However, previous research shows that younger adults report more psychological distress when compared to older adults (
Best et al. 2023) and that younger age groups are more vulnerable to anxiety and depressive symptoms (
Varma et al. 2021). Regarding PTG, findings show that older people report higher levels of Total PTG (e.g., greater openness to new possibilities and greater involvement in interpersonal relationships, as well as change in perception of the self and life, in general). These results may be linked to differences in the way they view past events (since there is more temporal spacing between older individuals and the occurrence of ACEs), which may underlie an interference in the memory process and the existence of a cognitive bias (
Tennen and Affleck 2009). In addition, older individuals tend to acquire skills throughout their lives that are representative of protective factors that allow them to face difficulties such as resilience and coping strategies (
Hoogland et al. 2019), leaving more room for PTG. Simultaneously, the fact that younger people present less Total PTG may mean that they have not yet had enough time or acquired the resilience to go through a process of integrating negative experiences into their identity.
Sexual minorities presented increased levels of Total ACEs and Total PD compared to heterosexual individuals (
Andersen and Blosnich 2013;
Ueno 2005), who showed higher levels of PTG. As for the ACE domains, sexual minorities reported more emotional and physical abuse (
Balsam et al. 2005), emotional neglect, and mental illness or suicide of a family member. These results could be associated with manifestations or indicators of sexual orientation at an early age that resulted in exposure to adverse experiences. Regarding Total PD, depression, and anxiety subscales, sexual minorities reported greater levels when compared to their heterosexual counterparts. A study by
McCabe et al. (
2022) showed that sexual minorities are more exposed to ACEs presenting a higher risk of mental health disorders, and research by
McLaughlin et al. (
2012) revealed that gay or lesbian and bisexual individuals showed higher levels of psychopathology. These results may be related to adolescence (and the identity issues inherent to this life period), social stigma, lack of family support, and pressure to hide sexual minority status (
Almeida et al. 2009;
Hatzenbuehler 2011;
Frost et al. 2007;
Mimiaga et al. 2015), as well as the anticipation of rejection that can lead to isolation and low self-esteem (
Hetrick and Martin 1987;
Wyss 2004). Thus, these disparities seem to be associated with greater exposure to stress-inducing social experiences in a socially marginalized group (
Hatzenbuehler et al. 2009;
Meyer 1995), meaning that social contexts that perpetuate stigma against sexual minority groups jeopardize their mental health (
Almeida et al. 2009;
Hatzenbuehler 2011;
Meyer 2003). Regarding Total PTG, sexual minorities presented lower levels than heterosexual individuals (who reported greater openness to new possibilities and greater involvement in interpersonal relationships, change in perception of the self and life in general, and spiritual change). This may be associated with risk factors that can hinder post-traumatic-growth for sexual minorities (
Counselman-Carpenter and Redcay 2018) such as the fear of discrimination (
McNair and Bush 2016) and internalized sexual stigma (
Martínez et al. 2022) that may lead to not sharing adverse experiences and not seeking psychological support (
Crockett et al. 2022). Moreover, the lack of social support can hinder the development of resilience, which is considered one of the most important factors in PTG development (
Abraham et al. 2018;
Poteat et al. 2016).
It is important to mention the need for greater investment in research in the future.
Significant, positive correlations were found between the different categories of ACEs (e.g., positive strong correlations between physical and emotional abuse, as well as a positive strong correlation between domestic violence in the household and substance abuse in the household) (
Silveira and Pereira 2023), suggesting that they are multidimensional and influence each other, not occurring in an isolated way (
Karatekin 2017;
Soares et al. 2016;
Riedl et al. 2020), which is expected. Also, emotional abuse has a stronger correlation with depression (compared to anxiety), as evidenced in the recent literature (
Elmore and Crouch 2020), showing that exposure to emotional abuse is positively associated with psychopathology in adults, especially with mood disorders (
Martins et al. 2014)
A significant, positive, and strong correlation was found between depression and anxiety (
Lou et al. 2012). Despite being seen as two distinct conditions, they can co-exist in the same person. This can result in more severe symptoms, less effective treatment, and worse prognostics (
Gorman 1996).
There was also a significant, negative, and weak correlation between Total PD and Total PTG, and these results are like those found in the literature (
Liu et al. 2014). One explanation for the low coefficient could be the existence of moderators between variables such as personality and coping strategies (
Liu et al. 2014). Previous studies indicate that people with different personality traits tend to have different ways of coping with stress and upsetting emotions (
Dombeck and Wells-Moran 2006), and the type of coping influences the development of PTG (
Yeung et al. 2016).
Furthermore, a non-significant, negative, and weak correlation was found between Total ACEs and Total PTG (meaning that the more ACEs, the less positive psychological changes), which is in line with some previous studies (
Widyorini et al. 2022), but not with others (
Mohr and Rosén 2017). Such discrepancies may be related to some sample collection conditions, such as sociodemographic aspects, the individual impact of the trauma associated with the subject’s characteristics such as extroversion and openness to the experience (
Tedeschi and Calhoun 1996), and extrinsic aspects such as social support (
Nolen-Hoeksema and Davis 1999). There is a need for greater investment in research in the future.
Factor 2 of PTG, “Change in perception of self and life in general”, proved to be the biggest predictor of less perceived psychological distress, (since it increased the variance of the respective construct from 17% to 21%), which may suggest that after facing adverse experiences, people seem to value life more, trust themselves more, and have the ability to cope with complicated situations, perceiving some benefits when facing trauma (
Calhoun and Tedeschi 2006).
Lastly, regarding the mediation model, it was found that Total ACEs have a direct and positive relationship with Total PD, which means that the more ACEs, the more PD symptomatology (as previously discussed). As for the mediating effect of Total PTG, there were no significant indicators, that is, post-traumatic growth did not prove to be a mediator of the relationship between Total ACEs and Total PD symptoms in adulthood. These findings may be linked to the possibility that PTG is not sufficiently reparative of the negative impact of ACEs in terms of minimizing PD and that therapeutic approaches are needed to help individuals repair their trauma. Furthermore, reports of PTG can be illusory and not reflect real positive psychological changes. For example, a person faced with changes following a trauma (which may be considered unacceptable to them or their social environment) may use a neurotic defense mechanism to transform negative emotions into gains, and by that, the emotion of loss is absent and not integrated. In this sense, reports of PTG may be rooted in maladaptive defensive processes that enable the person to avoid pain (
Boerner et al. 2017). Moreover, PTG may be an insufficient measure to capture the complexity of the phenomenon and future measures need to be studied.
4.1. Limitations
Despite its contributions, this study presents some limitations such as the fact that the sample was collected via an online survey, which limited people’s access to it since it could only be filled in by those with access to the internet and an electronic device (such as a cell phone, computer or tablet). Since the sample was collected for convenience, there was a snowball effect, with more Caucasian, female, and heterosexual people participating, so this study cannot be generalized and is not representative of the population studied. In addition, collecting data through a questionnaire can lead to the social desirability effect, and since ACEs were reported retrospectively, participants may suffer from memory lapses and/or bias. In addition, the Portuguese Version of the Family ACE Questionnaire and the Post-Traumatic Growth Inventory for the Portuguese Population (CPTI) contain questions that could act as a trigger for previous traumas and adverse experiences. At the same time, the quantitative nature of the study means that it is not possible to gain an in-depth and complex understanding of the emotional aspects and nuances of the sample, and the cross-sectional nature makes it unable to monitor changes over time and establish a causal relationship between ACEs, PD, and PTG, which is why more mixed, qualitative, and longitudinal investigations are suggested. Finally, the lack of prior research regarding the mediation effect of PTG on the relationship between ACEs and PD makes it more complicated to compare our results with other studies.
4.2. Implications
As for the implications of the present study, the findings suggest that Total ACEs are prevalent and that ACE categories do not occur independently. An explanation for this would be that exposure to one ACE can increase the vulnerability of experiencing more. This can lead to cumulative ACEs, making the recovery process more challenging. Thus, the results suggest the existence of a relationship between ACEs and mental health, with Total ACEs having a positive direct relationship with Total PD. Moreover, depression and anxiety seem to occur, which may contribute to a worse prognosis. Furthermore, PTG did not mediate the impact of ACEs on Total PD. This information is central to clinical practice and health professionals, particularly those who work with trauma and adversity. In this regard, it is important to create rigorous and appropriate assessment methods concerning ACEs and PD, reminding practitioners that if anxiety or depression is present, the other disorder should be also assessed. In addition, rigorous and adequate intervention methods should be developed to mitigate ACEs’ negative consequences on mental health and promote positive psychological changes. Moreover, the findings of this study contribute to the regulation of mental health policies through actions of promotion, prevention, and intervention with children and adolescents and their social contexts like their families and communities. This would ensure the existence of resources and access to psychological care and early interventions, providing a protective environment for children and young people, promoting protective factors and simultaneously reducing risk factors.
4.3. Conclusions
The findings of this study show that ACEs are prevalent and have a direct positive relationship with PD. It was also found that the PTG factor “Change in perception of self and life in general” was the strongest predictor of less perceived Total PD. Moreover, PTG did not mediate the relationship between ACEs and PD and, therefore, did not act as a protective factor. The findings of this study highlight the need for a more in-depth understanding of the impact of ACEs on mental health and the improvement of clinical practice and health policies.