Depression Clinical Trial
Official title:
Parenting in a Pandemic: Parental Stress During the COVID-19 and Its Association With Depression and Anxiety
This study seeks to investigate the levels of parental stress across different demographic
subgroups in the general parental population during the strict social distancing
government-initiated non-pharmacological interventions (NPI's) related to the COVID-19
pandemic. The study also seeks to examine the predictors of parental stress rates related to
these non-pharmacological interventions (NPI's). In addition, the research will investigate
the association between parental stress associated and psychopathology symptoms (i.e.,
depression and generalized anxiety).
The aim of the project is to:
- Inform the policymakers, the general public, scientists, and health practitioners about
the psychological associations of the COVID-19-related government-initiated measures on
parental stress, with special focus on the school and kindergarten lockdowns.
- Provide a foundation for policymakers and health-care professionals to employ
interventions that protect families against possibly increased psychological stressors.
- Help policymakers and healthcare professionals to better understand the association of
demographic variables and other predictors on parental stress and parent-child
dysfunction, which information necessary for evaluating the psychological impact of NPIs
on parental stress and thus the framework under which decisions about
school/kindergarten lockdowns are made.
This study seeks to investigate the levels of parental stress across different demographic
subgroups in the general parental population during the strict social distancing
government-initiated non-pharmacological interventions (NPI's) related to the COVID-19
pandemic, including school and kindergarten lockdown. The study also seeks to examine the
predictors of parental stress rates related to these non-pharmacological interventions
(NPI's). In addition, the research will investigate the association between parental stress
and psychopathology symptoms (i.e., depression and generalized anxiety) during the social
distancing interventions.
The aim of the project is to:
- Inform the policymakers, the general public, scientists, and health practitioners about
the psychological associations of the COVID-19-related government-initiated measures on
parental stress, with special focus on the school and kindergarten lockdowns.
- Provide a foundation for policymakers and health-care professionals to employ
interventions that protect families against possibly increased psychological stressors.
- Help policymakers and health-care professionals to better understand the association of
demographic variables and other predictors on parental stress and parent-child
dysfunction, information necessary in evaluating the psychological impact of social
distancing measures on parental stress and thus the framework under which decisions
about school/kindergarten lockdowns are made.
Hypothesis/Research Questions Hypothesis related to parental stress during the COVID-19
pandemic
1. H1: Gender (female), higher age, higher number of children, and having a pre-existing
psychiatric diagnosis will be associated with more parental distress.
a. We assume to find differences in parenting stress during the COVID-19 pandemic based
on the existing literature on gender differences on parental behavior and distress
(Scott & Alwin, 1989; Hildingsson & Thomas, 2013; Deater-Deckard & Scarr, 1996; McBride
et al., 2002; Skari et al., 2002). The literature further suggests that higher age and
higher number of children is associated with higher parental stress (Lavee et al., 1996;
Östberg & Hagekull, 2000). Psychopathology symptoms, as reflected by having a
pre-existing psychiatric diagnosis, is also found to be associated with parental stress
(Pripp et al., 2010; Crugnola et al., 2016; Vismara et al., 2016; Leigh & Milgrom, 2008;
Prino et al., 2016; Rollé et al., 2017).
2. H2: Worry and rumination in general, low self-efficacy, difficulty with working from
home, burnout, low social support, and higher anger expression related to children are
all associated with more parental distress, when age, number of children, gender and
pre-existing psychiatric diagnosis are controlled for.
a. Existing research literature have highlighted that perceived personal control is
found to be directly related to parental stress (Guterman, 2009), and that women's
levels of parental stress is related to parenting self-efficacy (Suzuki, 2010). Sepa and
colleges (2004) also reported that lack of confidence/security were linked to parental
stress. Reduced social support is also found to be associated with higher rates of
parental stress (Östberg & Hagekull, 2000; Crnic et al., 1983; Suzuki, 2010; Koeske &
Koeske, 1990; Sepa et al., 2004). Furthermore, anger expression is also found to be
associated with parental stress in the existing research literature (Lam, 1999). We also
hypothesize that burnout, worry and rumination in general and difficulty with working
from home will be associated with higher parental stress, relations not previously
explored in the existing literature.
3. H3: More parental distress will be associated with more depressive symptoms and anxiety
symptoms, when gender, pre-existing psychiatric diagnosis, age and number of children
are controlled for.
1. Previous studies have found that parents with psychological problems, such as
depression and generalized anxiety disorder, are at greater risk for parenting
stress, and that parental stress may result in depression and anxiety (Pripp et
al., 2010; Crugnola et al., 2016; Vismara et al., 2016; Leigh & Milgrom, 2008;
Prino et al., 2016; Rollé et al., 2017).
Exploratory: Additionally, we will investigate the differences in levels of parental distress
across different demographic subgroups in the sample.
Participants were asked to fill out a set of validated questionnaires including demographic
variables, psychological symptoms, situational factors related to the consequences of the
COVID-19 virus, personality-trait and, and worry, in a random order. Some questionnaires are
given as a whole, whereas other questions include theoretically driven selections of items
from validated questionnaires, based on a panel of clinical experts, with the goal of
avoiding topological overlap. This study is part of a 'The Norwegian COVID-19, Mental Health
and Adherence Project' involving multiple studies. In order to not overwhelm and burden the
participants with long questionnaire, and due to the mentioned empirical concerns of
topological overlap (i.e., overlap in item content) between similar items (for network
analysis purposes), in some scales involving large item-content overlap, single items were
chosen in a theory-driven manner by three independent clinical psychologists and clinical
specialists in adult psychopathology.
Data collection started during the time-period with the strictest and equal number of
government-initiated non-pharmacological interventions (NPI's) in Norway, and data collection
was stopped once these NPI's were modified or new information about NPI's were added. The
data include one directly identifiable variable (contact information) for participants in
accordance to the General Data Protection Regulation (GDPR) law in EU, which is to give the
participants the opportunity to have their data deleted upon request. Data are thus kept on a
safe server belonging to the University of Oslo and will be accessed first following
de-identification. Stopping rule for data collection: Stopping rule: 1) At once if
government-initiated NPI's are modified or novel information are given about NPIs (to control
for cognitive variables) and/ or 2) once we reach enough participants given the power
analysis.
Measures: PHQ-9; GAD-7; parental stress; demographic variables (gender; age; civil status;
employment status; education level; number of children in household); situational variables
(difficulty to work from home; burnout; anger expression related to children; social support;
worried or ruminated on problems); person-trait variables (self-efficacy ("I can always
manage to solve difficult problems if I try hard enough) and whether one has a psychiatric
diagnosis or not. The self-efficacy item is chosen from The General Self-Efficacy Scale
(Tambs & Røysamb, 2014). The parental stress subscale is based on three items from the Danish
Parental Stress Scale (Potoppidan et al., 2018).
The outcome variables are Parental Stress, consisting of a total score of parental stress
based on items from the Danish parental stress scale; PHQ-9; GAD-7. The other variables are
predictors of these three outcome variables. For the parental stress regression analyses we
will include the following variables: age, gender, number of children in household,
psychiatric diagnosis, difficulty to work from home, worry and rumination; anger expression
related to children, social support and self-efficacy. The other two multiple regression
analysis will investigate whether parental stress is associated with depression and anxiety
symptoms while controlling for the following variables: gender, age, number of children in
household and psychiatric diagnosis.
Inference criteria:
Given the large sample size, the investigators pre-defined our significance level:
p< 0.01 to determine significant.
Sample size estimation:
The mentioned 'Norwegian COVID-19, Mental Health and Adherence Project' involves multiple
studies, where some involve a Complex Systems (Network analysis) approach. These mutlivariate
analyses require large samples and power analysis was conducted accordingly. Following power
analysis guidelines by Fried & Cramer (2017), it is recommended that the number of
participants be at the very least three times larger than the number of estimated parameters.
However, more conservative recommendations by Roscoe (1975) for multivariate research,
recommends sample size that is ten times larger than the number of estimated parameters.
Thus, with the more conservative estimates by Roscoe, an optimal sample size for the specific
study on parents included more than 2530 individuals. According to the stopping rule
mentioned above, due to the importance of keeping the NPI variable constant, we would stop
data collection even if we did not obtain our target N. Fortunately, sufficient sample was
reached during a period with identical NPIs across the country.
Statistical analyses:
Three multiple regression analysis will be conducted; one with parental stress; the second
and third with PHQ-9 and GAD total scores as dependent variables. Specific predictors for
these three multiple regression analyses are listed above (hypothesis section).
Multicollinarity and other assumptions will be checked; if the multicollinearity is violated
(if VIF > 5 and Tolerance > 0.2; Hocking, 2003); O'Brian, 2007).
Note that this the project outline, study plan and analysis was registered upon application
to the Regional Committees for Medical and Health Research Ethics (REC) and Norwegian Centre
for Research Data 10 days prior data collection, two committees which evaluate the rational
for data collection and hypotheses as well as evaluate the ethical aspects of the study
before allowing the data to be collected. The study is registered on clinicaltrials.gov after
completed data collection, although this registration is prior to any analysis of the data.
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