Introduction
On March 11th 2020, COVID-19, the infectious disease associated with the coronavirus, SARS-CoV-2 was characterised as a global pandemic by the World Health Organisation (WHO). Robust public health containment measures were implemented world-wide due to the serious physical health risks posed, particularly to vulnerable patient groups. In the Republic of Ireland, a tiered range of stringent measures were introduced, which until February 28th, 2022 was based on the advice of the National Public Health Emergency Team. These measures, resulted in the closure of many facilities deemed as ‘non-essential’ and included facilities attended by individuals with mental health disorders such as day hospitals and day centres. Thus, many therapeutic interventions normally available for individuals with mental health difficulties both within and outside the mental health services were unattainable during this time, including group psychotherapeutic activities, and where these continued, most had to adapt to a range of public health measures, with for example face-to-face interactions often replaced by teleconsultations (Kopelovich et al. Reference Kopelovich, Monroe-DeVita, Buck, Brenner, Moser, Jarskog, Harker and Chwastiak2021; Rojnic Kuzman et al. Reference Rojnic Kuzman, Vahip, Fiorillo, Beezhold, Pinto da Costa, Skugarevsky, Dom, Pajevic, Peles, Mohr, Kleinberg, Chkonia, Balazs, Flannery, Mazaliauskiene, Chihai, Samochowiec, Cozman, Mihajlovic, Izakova, Arango and Goorwod2021; Li et al. Reference Li, Glecia, Kent-Wilkinson, Leidl, Kleib and Risling2022).
Previous viral pandemics have been associated with increased psychological distress (WHO ‘Outbreak Communication Guidelines’, 2005). Research pertaining to the COVID-19 pandemic suggest an increase in psychiatric pathology, including an increase in mood and anxiety symptoms, in individuals with no prior diagnosed mental disorder subsequent to mandated governmental restrictions secondary to COVID-19 (Hyland et al. Reference Hyland, Shevlin, McBride, Murphy, Karatzias, Bentall, Martinez and Vallieres2020, Wang et al. Reference Wang, Pan, Wan, Tan, Xu, Ho and Ho2020). In contrast, several studies in individuals with major mental health disorders (i.e. anxiety and psychotic disorders) examining individuals at different time-points longitudinally since the onset of the COVID-19 pandemic have noted only a minimal increase in symptomatology, with impairments in social functioning most pronounced, however significant individual variation has been noted (Plunkett et al. Reference Plunkett, Costello, McGovern, McDonald and Hallahan2021; Hennigan et al. Reference Hennigan, McGovern, Plunkett, Costello, McDonald and Hallahan2021; McLoughlin et al. Reference McLoughlin, Mulholland, McMahon, Plunkett, Hennigan, McDonald and Hallahan2023; Fahy et al. Reference Fahy, Dineen, McDonald and Hallahan2021; Rainford et al. Reference Rainford, Moran, McMahon, Fahy, McDonald and Hallahan2022).
We previously examined individuals with both bipolar disorder (n = 20) and emotionally unstable personality disorder (EUPD, n = 16), (disorders associated with mood instability) approximately 3 months after the introduction of governmental mandated social restrictions (McLoughlin et al. Reference McLoughlin, O’Grady and Hallahan2022). Significantly higher levels of psychopathology were evident across a range of instruments measuring depressive and anxiety symptoms, hopelessness, and impulsivity in individuals with EUPD, with Likert Scale measurements similarly noting a greater impact of the COVID-19 pandemic relating to anxiety, depressed mood and quality of life in this patient cohort. Although, we previously noted only minimal impacts of the COVID-19 pandemic for individuals with bipolar disorder, increased depressive and anxiety symptoms, suicidal ideation, and reduced quality of life have been noted for this patient cohort secondary to concerns pertaining to the COVID-19 pandemic (Van Rheenen et al. Reference Van Rheenen, Meyer, Neill E.Phillipou, Tan and Toh W.L.Rossell2020, Karantonis, et al. Reference Karantonis, Rossell, Berk and Van Rheenan2021).
Consequently, in this study we wanted to assess the psychological and social impact of the COVID-19 pandemic including its associated mandated social restrictions on individuals with diagnosed bipolar disorder and EUPD attending a general adult mental health service longitudinally over a longer time-period (24 months after the initial assessment). We hypothesised that participants with both bipolar disorder and EUPD would experience mild anxiety and depressive symptoms, with a reduction in symptom severity in the EUPD cohort compared to the initial study, but that impaired social functioning would remain. We additionally wanted to evaluate participants’ views on how the COVID-19 pandemic had impacted them and ascertain suggestions participants had for the future delivery of mental health services based on their experiences.
Methods
Participants
All participants who previously engaged in the initial study (BPAD (n = 20) and EUPD (n = 16) (McLoughlin et al. Reference McLoughlin, O’Grady and Hallahan2022)) were invited to participate in two follow-up visits by letter and subsequently received a telephone call to provide clarification regarding the purpose of and procedure associated with this study. Inclusion and exclusion criteria for participation in this study has previously been detailed (McLoughlin et al. Reference McLoughlin, O’Grady and Hallahan2022), with inclusion criteria including being over 18 years of age and having the capacity to provide informed written consent for study participation. Exclusion criteria included participants having an intellectual disability (IQ < 70), or a diagnosis of dementia. Clinical diagnoses were based on International Classification of Diseases (ICD)-10 diagnostic criteria and were reviewed and confirmed by a senior clinician prior to initial study participation. Ethical approval was attained prior to the commencement of this follow-up study from the Galway University Hospitals Research Ethics Committee (C.A. 2362). All participant responses were anonymised, and all participant data was securely stored (encrypted and password protected) and handled in accordance with the Data Protection Act, 2018. On the case report file for participants, patients were not identified by their names but by an identification code, with consent forms located securely and separately to paper records.
Assessments
Interviews were conducted by telephone between May 31st and July 13th 2021 and between July 19th and September 28th 2022 approximately 12 and 24 months after participants completed baseline assessments (conducted between June 5th and June 26th 2020). Assessment periods in the years of 2020 and 2021 coincided with similar periods of easing of restrictions (i.e. resumption of outdoor dining) following COVID-19 waves 1 and 3 respectively, while the 2022 assessment timeline (follow-up assessment 2) coincided with a period where no such restrictions remained in place. Previous demographic and clinical data were reviewed during these assessment to identify any changes from baseline.
The same established psychometric instruments with known high reliability and validity indices were utilised at both study follow-up time-points to measure participants’ current symptomology and included the: (1) Beck Anxiety Inventory (BAI, Beck et al. Reference Beck, Epstein, Brown and Steer1988a), (2) Beck Depression Inventory (BDI, Beck et al. Reference Beck, Steer and Carbin1988b), (3) Beck Hopelessness Scale (BHS, Beck et al. Reference Beck, Steer and Pompili1988c) and (4) Barratt Impulsivity Scale (BIS, Patton et al. Reference Patton, Stanford and Barratt1995).
At the second follow-up visit, Likert scales data (0–10) employed at the baseline visit was again utilised to measure: (1) anxiety symptoms, (2) mood symptoms (3) social functioning, (4) occupational functioning and (5) quality of life; with 0 indicating no adverse impact and 10 indicating a very severe impact due to restrictions imposed because of the COVID-19 pandemic (see Appendix 1). Participants were additionally invited to provide free-text data on their perspectives on the impact of the COVID-19 pandemic. This included a number of prompts pertaining to potential adverse and beneficial impacts of the COVID-19 pandemic including social and occupational impacts (Appendix 2).
Statistical analysis
Statistical analysis was performed using the Statistical Package for Social Sciences (SPSS) 27.0 for Windows (SPSS Inc., IBM, New York, USA). For key demographic and clinical data, descriptive analysis (frequencies, percentages, means and standard deviations) was performed for categorical and continuous variables as appropriate. The paired t-test was utilised for parametric data to compare baseline data and follow-up Likert scale data to assess any changes, with the Chi Square (χ 2) or Fisher’s exact test also utilised for non-parametric data as appropriate.
We utilised repeated measures analysis of co-variance (Wilkes-Lambda statistic) to compare psychometric data between baseline and both follow-up visits for all participants, and for participants with either EUPD or bipolar disorder. Post hoc data to examine differences between groups was undertaken utilising analysis of variance, with the Wilcoxon ranked test utilised for non-parametrically distributed data.
Free-text data obtained from participants were open-coded and based upon the framework of the questionnaire (Appendix 2) and on any other themes that emerged. Data attained from free texts were grouped into themes using a thematic analysis approach by the consensus of the researchers (EOG, AR, BH).
Results
Demographic and clinical data
Of the 36 participants who participated in the initial study, 22 participants engaged at the first follow-up visit (61.1%) and 29 participants engaged at the second follow-up visit (completing all Likert scales) (80.5%), (see Tables 1–3). At this second follow-up visit, one participant declined to participate in follow-up visits, and six non-respondents uncontactable. Of the 29 participants who engaged at the second follow-up visit, six participants (five diagnosed with bipolar disorder) completed Likert scale and provided free-text data but did not complete the psychometric instruments stating they did not have sufficient time to complete this aspect of the study (see Table 3). There was no significant difference in terms of gender or age between respondents and non-respondents. No participant was excluded from the follow-up study due to meeting exclusion criteria. Data for the 29 study participants at time-point 2 are presented in Table 1. Of note the EUPD cohort had a non-significant higher percentage of females (90.9% v. 55.6%, χ 2 = 3.40, Fishers’ exact p = 0.11), and a younger mean age compared to the bipolar disorder cohort (30.8 (SD = 10.9) years v. 43.2 (SD = 16.3), t = 2.45, p = 0.021). Only one participant in both the EUPD and bipolar disorder groups described an increase in alcohol use, with no change in cannabis or nicotine use noted, since study commencement (McLoughlin et al. Reference McLoughlin, O’Grady and Hallahan2022). Over the two-year time-frame of this study, two participants with bipolar disorder required admission to the acute psychiatric inpatient unit due to depressive symptoms (11%), with two other individuals engaging in self-harm, and one further participant attending the Emergency Department (ED) with distress. Four of the 11 EUPD participants (36.4%) engaged in self-harm, one of whom was admitted to the acute psychiatric inpatient unit, with a further individual attending the ED due to distress.
Demographic and clinical data for participants at time-point 2
BD, bipolar disorder; EUPD, emotionally unstable personality disorder.
Psychometric and Likert scale data at all time-points
BAI, Beck Anxiety Inventory; BD, Bipolar Disorder; BDI, Beck Depression Inventory; BHS, Beck Hopelessness Scale; BIS, Barratt Impulsivity Scale; EUPD, Emotionally Unstable Personality Disorder; SD, Standard Deviation.
Data at two-year follow-up
BAI, Beck Anxiety Inventory; BDI, Beck Depression Inventory; BHS, Beck Hopelessness Scale; BIS, Barratt Impulsivity Scale; EUPD, Emotionally Unstable Personality Disorder; SD, Standard Deviation.
Change in symptomatology
At all three time-points, psychometric data demonstrated increased anxiety (BAI) and depressive (BDI) symptoms and increased hopelessness in individuals with EUPD compared to bipolar disorder (see Table 2). Impulsivity symptoms (BIS) whilst increased in the EUPD cohort at baseline, were not significantly increased at either follow-up visit in this cohort compared to individuals with bipolar disorder. Likert Scale data at time-point 2 demonstrated increased subjective anxiety (t = 3.43, p = 0.002) and depressive (t = 3.28, p = 0.003) symptoms attributable to the COVID-19 pandemic in the EUPD cohort, however unlike at baseline, there was no significant difference in social or occupational functioning or quality of life attributable to the COVID-19 pandemic between the participant groups. Likert data demonstrated an improvement in social (t = 4.40, p < 0.001) and occupational functioning (t = 3.65, p = 0.03), and in quality of life (t = 4.03, p < 0.001) for the total group, with depressive symptoms also reduced in both the EUPD (t = 2.45, p = 0.03) and bipolar disorder (t = 2.20, p = 0.04) groups.
Psychometric data demonstrated reduced hopelessness in the EUPD cohort at time-point 2 compared to baseline (t = 2.80, p = 0.02) (see Table 3). Repeated measure data demonstrated no significant change in symptomatology for the entire group or for either the EUPD or bipolar disorder group over time (see Table 4).
Repeated measure psychometric data
BAI = Beck Anxiety Inventory, BDI = Beck Depression Inventory, BHS = Beck Hopelessness Scale, BIS = Barratt Impulsivity Scale, EUPD = Emotionally Unstable Personality Disorder, SE = Standard Error.
Qualitative data
All participants (n = 29) who engaged at time-point 3 provided free-text responses (n = 68, EUPD = 30, bipolar disorder = 38) (see Table 5). The most common theme pertained to the positive impact of the discontinuation of COVID-19 mandated restrictions (n = 19), with benefits for participants’ mental well-being described. The second most predominant theme (n = 17) related to the difficulties both patient cohorts experienced secondary to reductions in the provision of mental health services during the COVID-19 pandemic, with individuals describing in particular difficulty with a lack of face-to-face consultations. Other themes related to the negative social and occupational impact of the COVID-19 pandemic (n = 11), with individuals across both groups describing feeling more socially withdrawn, with descriptions of not working in their usual occupational environment detrimental in this regard. Some individuals (n = 14), particularly in the bipolar disorder group believed that the COVID-19 pandemic had a positive impact for them, allowing them time to focus on their overall health including their mental well-being. The final theme related to potential putative changes to mental health service delivery secondary to the experience of the COVID-19 pandemic, with increased options for teleconsultations most commonly described.
Thematic data
Discussion
To our knowledge, this is the first longitudinal study that has assessed the impact of the COVID-19 pandemic and its mandated restrictions for individuals with either pre-existing EUPD or bipolar disorder attending a secondary mental health service. We evaluated these two participant groups at three time-points over a 2-year period utilising psychometric instruments, with Likert scale data attained at baseline and at 2-year follow-up examining symptomatology, functioning and quality of life since the onset of the COVID-19 pandemic. Participants in the EUPD group reported increased symptomatology (anxiety and depressive symptoms) and greater levels of hopelessness at all time-points compared to participants in the bipolar disorder group. Individuals with both disorders reported improved social and occupational functioning and higher levels of quality of life at two-year follow-up with subjective improvements in mood also demonstrated compared to baseline measurements utilising Likert scale data.
There are a number of putative reasons why individuals with EUPD displayed significant symptomatology and distress longitudinally since the onset of the COVID-19 pandemic. Many individuals with EUPD have a strong requirement for attachment including emotional and physical proximity to others (Aaronson et al. Reference Aaronson, Bender, Skodol and Gunderson2006), thus the mandated requirements for social distancing might prove additionally difficult for this participant cohort. Fears of abandonment and rejection sensitivity (Poggi et al. Reference Poggi, Richetin and Preti2019) may additionally make restrictions difficult for this patient cohort. The impact of COVID-19 related social restrictions on health care delivery led to a reduction in available psychotherapeutic input (both within and outside mental health services) and where such therapeutic inputs continued, these were predominantly delivered utilising tele-communication fora. Approximately 80% of the EUPD cohort reported in their free-text data, difficulties secondary to reduced mental health supports associated with the COVID-19 pandemic. These qualitative comments are suggestive of feelings of abandonment, particularly with descriptions of finding a lack of face-to-face contact particularly distressing, with consequent perceptions of care being of lower quality. Indeed such comments are consistent with reports from some clinicians of reduced therapeutic efficacy from online therapeutic interventions (Lakeman & Crighton Reference Lakeman and Crighton2020). Individuals with EUPD are also potentially more likely to engage in group therapeutic activities (i.e. Decider Skills Therapy, Managing Emotion Groups, Dialectical Behaviour Therapy, Mentalisation Based Therapy groups) and thus the disruption to their supports from mental health services (and potentially other services) was likely disproportionately greater than that experienced by most other patient groups. It was notable that over 50% of individuals in the EUPD cohort described a negative social impact of the COVID-19 pandemic, describing ongoing difficulties relating to self-confidence in social scenarios. Despite an overall improvement in social and occupational functioning and quality of life, many participants at an individual level have to date struggled to achieve previous levels of functioning which likely is related significantly to the COVID-19 pandemic and mandated restrictions associated with same.
The bipolar disorder cohort, similar to a previous cohort of individuals with anxiety disorders (McLoughlin et al. Reference McLoughlin, Mulholland, McMahon, Plunkett, Hennigan, McDonald and Hallahan2023) and in contrast to individuals with EUPD experienced only a modest impact of the COVID-19 pandemic in relation to symptomatology longitudinally, with the initial deleterious impact on functioning and quality of life, also ameliorating. Putative reasons for this cohort maintaining a more stable mental state, albeit with some individual variation, relate to continued support at approximately similar levels from their treating community mental health team and potentially higher levels of resilience. Many participants with bipolar disorder continued to attain input from community team members (for medical reviews, blood tests, psychotropic medication administration) and would in general not have been engaging in many of the therapeutic interventions, including group interventions that were subsequently cancelled or moved to online forums. Many individuals, including those with mental health disorders have significant qualities of resilience (Herrman et al. Reference Herrman, Stewart, Diaz-Granados, Berger, Jackson and Yuen2011) and are able to engage in appropriate coping mechanisms and thus adapt positively to maintain their mental health despite the adversity experienced with COVID-19 and its associated restrictions. Individuals in the bipolar disorder group were also 13 years older on average than the EUPD cohort and consequently had greater life experience to support their potential higher levels of resilience.
Some qualitative data noted a positive impact of the COVID-19 pandemic including some individuals (more individuals in bipolar disorder cohort), stating for example that they utilised the time to prioritise their overall well-being and mental health and that this was both enjoyable and subjectively therapeutic. Additionally, despite some negative comments pertaining to teleconsultations, some participants (more individuals in bipolar disorder cohort) also believed that having the flexibility of this option would be of potential benefit in the future, particularly as attendance at medical appointments can be onerous from a time-perspective.
There are a number of limitations to this study, the most significant of which is the modest sample size and the lack of a control group. However, to date no longitudinal studies have been conducted in this patient cohort and this study can serve as a pilot study for future research studies with larger numbers of participants. Whilst we had no control group, we did include two different cohorts of participants, and we believe that data is present demonstrating a more deleterious impact of COVID-19 and its mandated restrictions in the EUPD cohort. A comparison of the deleterious impact of COVID-19 across more diagnostic categories would be optimal and is planned for a future research study. As the study was undertaken within one community mental health team, it is possible that findings may not be generalisable to other services. Although, the psychometric instruments utilised have high reliability and validity indices; as they are subjectively completed, they may be associated with higher levels of response bias compared to objective psychometric instruments. However, qualitative data was additionally collected, which corroborated many of the quantitative findings. Baseline psychometric data prior to the COVID-19 pandemic was not available for participants, and consequently, we cannot accurately compare psychometric data scores collected in this study to pre-pandemic measures. Thus, it is possible that the EUPD group would have demonstrated increased morbidity on these scales prior to the COVID-19 pandemic and that these findings are a result of the instability of mood and impulsivity associated with the disorder as opposed to a direct impact of COVID-19, however clinical interview, Likert scales and qualitative interviews all supported an impact of the COVID-19 pandemic and its associated mandated restrictions. Additionally, longitudinal evaluation has demonstrated that significant symptoms were present at all three time-points in the EUPD cohort, with only very modest (non-significant) reductions in symptoms evident to date. A longer-term follow-up, will help to more clearly elucidate if symptoms reduce to a greater extent in the EUPD cohort, as the impact of the COVID-19 pandemic reduces over time. Likert scale data is not validated, and would not be expected to provide identical scores to an assessment on psychometric instruments, give that they are only one measure and are assessing the impact of COVID-19 on symptomatology rather than specific symptoms. However, the validity of our findings are tentatively suggested by moderate correlations between anxiety and depressive symptoms on Likert scales and scores on the BAI and BDI at both time-points (see Appendix 1 for correlation data). Finally, participants in this study were diagnosed utilising ICD-10 criteria. Since the onset of the study, ICD-11 diagnostic criteria have been introduced. Consequently, participants diagnosed with EUPD included in this study would fulfil criteria for a personality disorder of moderate to severe severity with the trait domain of disinhibition and a pattern specifier of ‘borderline pattern’.
Conclusion
Individuals diagnosed with EUPD continue to experience more anxiety and depressive symptoms compared to participants with bipolar disorder; despite an improvement in both social functioning and quality of life. Qualitative data provided evidence of the positive impact relating to the easing of mandated social restrictions, but additionally reflected the adverse impact of reduced mental health supports secondary to the COVID-19 pandemic. The importance of face-to-face mental health supports for this cohort are indicated, particularly if future pandemics impact the delivery of mental health services.
Supplementary material
For supplementary material accompanying this paper visit https://doi.org/10.1017/ipm.2024.8
Acknowledgements
The authors would like to thank all study participants who engaged in this study.
Author contributions
All authors participated in the design of the study, data collection and critical review of the manuscript.
Financial support
The first author attained an 8-week HRB Summer Student Scholarship (SS-2022-053).
Competing interests
None.
Ethical standards
Ethical approval was obtained prior to the commencement of this follow-up study from the Galway University Hospitals Research Ethics Committee (C.A. 2362). The authors assert that all procedures contributing to this work comply with the ethical standards of the relevant national and institutional committee on human experimentation with the Helsinki Declaration of 1975, as revised in 2008.
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