The purpose of the present study was to determine the prevalence and severity of persistent PD and its related determinants among Iranian COVID survivors. As previously mentioned, PD in this study encompassed depression, anxiety, and stress disorders. Despite the reported mild severity of these disorders, they were observed in about half of the studied population, highlighting the significance of post-COVID psychological consequences among Iranian COVID survivors. In this regard, similar studies have yielded mixed results compared to the findings of the present study. Some were consistent, while others were not, which may be attributed to methodological differences and the diversity of sociodemographic and cultural determinants (
30-
32). In other words, it is possible that the levels of PD fluctuate over time based on these factors, leading to discrepancies in findings between studies.
The current study's findings can be attributed to various factors. Firstly, Iran's collectivist culture places an emphasis on prioritizing the group's well-being over individual needs, potentially causing individuals to feel guilty or ashamed for experiencing PD (
33). Seeking help for mental health issues may also be stigmatized in Iran, leading individuals to suffer in silence and forego necessary support and treatment (
34). Additionally, limited resources and access to mental health services in rural or underserved areas of Iran could prevent people from receiving proper care for their PD (
35). Finally, the economic repercussions of the pandemic may have exacerbated existing stressors and financial burdens on individuals, further impacting their psychological well-being (
36). Overall, the inconsistencies in findings compared to other research highlight the complex nature of PD among COVID survivors and the need for further research to better understand the determinants of persistent distress in this population.
Another fundamental finding of this study is that PD was more severe in Hospital III (located in the southern region of Tehran) and during the temporal period of 12 - 24 weeks. Regarding the temporal parameter, it appears that Iranians who have survived COVID-19 and were between 12 to 24 weeks since the initial onset of their illness may not have had adequate time for psychological rehabilitation and adjustment to the crisis, leading to heightened levels of PD. This theory has been validated by corroborating research from other scholars (
37,
38). However, in terms of the regional parameter, it should be noted that there is a disparity in economic conditions within the different regions of Tehran. Typically, those living in the northern regions have better economic circumstances compared to those in the central and southern parts. This disparity becomes more apparent as one moves from north to south, with generally worsening economic conditions (
39). The finding of more severe PD in Hospital III can be explained by the hypothesis that "enhanced economic prosperity correlates with improved psychological well-being" (
40,
41). These findings align with those of numerous other studies (
42-
44).
Regardless of the debate surrounding the prevalence and severity of PD among Iranian COVID survivors, the correlations identified between PD and other determinants have been substantial. Higher levels of depression were found to have a strong and significant correlation with lower SaO2 levels, being female, having a history of hospitalization, and being admitted to the ICU. Moreover, higher levels of anxiety were positively and significantly associated with being female, ICU admission, and a history of intubation. In the realm of stress, a notable correlation was found between increased stress levels and being female, having a lower level of education, and a history of intubation.
The rationale for these results can be supported by several explanations: "Historically, women have exhibited higher frequencies and severity of mental disorders compared to men due to hormonal fluctuations, societal pressures, and gender-specific stressors" (
45); "It is widely known that poorer physical well-being, such as lower SaO
2 levels, is linked to more severe mental health conditions, as lower oxygen levels may lead to cardiovascular and respiratory ramifications, which can then contribute to the development or worsening of mental health conditions" (
46); "Social well-being, including factors such as employment and education, as well as the ability to participate in meaningful social activities or have access to resources and opportunities, is correlated with psychological well-being" (
47); "Hospitalizations, along with invasive procedures, are associated with negative ramifications on mental health due to the physical, emotional, social, and financial stressors involved in these medical experiences" (
48). Consequently, these outcomes were both justifiable and foreseeable.
In conclusion, the use of Bayesian regression analysis revealed a network of cross-correlations between PD (comprising depression, anxiety, and stress) and determinants such as being female, a history of ICU admission, and intubation. The interconnected networks found in previous research align with the current study in certain instances (
49-
53). This network of cross-correlations gains complexity and significance with the uncovering of the reciprocal associations among each of the PD disorders. In other words, depression, anxiety, and stress disorders were found to be interrelated, with the frequency and severity of one potentially intensifying the frequency and severity of the others—demonstrating cross-predictive power. These correlations are in harmony with the findings of other studies (
54).
5.1. Limitations and Strengths
Given the diverse sociocultural landscape of Iran, the findings of this study, which focused solely on participants from Tehran province, may not be universally generalizable or applicable to all Iranian COVID survivors. Another potential limitation in the generalizability of the study's data is the sample size of 300 Iranian participants, which is relatively small compared to the country's population of 88.55 million. Additionally, since the COVID-19 pandemic was ongoing during the data collection period, it is plausible that some participants' responses may have been influenced by this external factor.
On the other hand, this research makes significant contributions by providing insights into the persistent PD experienced by Iranian COVID survivors, highlighting an important yet often overlooked aspect of the pandemic's consequences. This includes examining the cross-correlations between PD and various other determinants, as well as conducting a thorough investigation of the disorders with consideration of regional and temporal factors. In summary, utilizing Bayesian regression analysis has offered valuable and comprehensive insights into the cross-correlational network and the predictive power among its components.
5.2. Implications
The findings of this study underscore the critical importance of ongoing mental health support for COVID-19 survivors in Iran. The presence of cross-correlations between PD and other determinants within this group highlights the complex nature of mental health outcomes following the pandemic. Consequently, a comprehensive approach to mental health care is essential, one that considers the multiple factors contributing to PD among Iranian survivors.
By analyzing various regional, temporal, and sociodemographic factors, the study sheds light on the significant impact of the COVID-19 pandemic on psychological well-being. This highlights the need for a community-based approach to effectively address these mental health challenges. The findings contribute to a better understanding of the psychological consequences of COVID-19 and offer valuable insights for healthcare professionals and policymakers working with COVID survivors.
It is imperative that healthcare professionals and policymakers in Iran prioritize the mental health needs of individuals who have survived COVID-19. Ensuring that appropriate support services are easily accessible is crucial for addressing their mental well-being. Implementing continuous monitoring and intervention programs can help mitigate persistent COVID-related PD among survivors, ultimately promoting better long-term mental health outcomes.
5.3. Conclusions
The present study aimed to determine the prevalence and severity of persistent PD among Iranian COVID survivors. Depression, anxiety, and stress were found in approximately half of the population, with mild severity. Psychological distress was more severe among patients at Hospital III and during the temporal period of 12 - 24 weeks post-infection. A network of cross-correlations was observed between PD and determinants such as gender, history of ICU admission, and intubation. Health professionals and policymakers should recognize the lasting psychological effects of COVID-19 on Iranian survivors and implement targeted interventions to support their well-being. Further research is needed to develop effective strategies for managing and addressing persistent PD in this population.