Interpretation of statistical analysis - Mathematics
Criterion 1: Explain an issue explored through quantitative research in a peer-reviewed journal article. In your words, explain the issue that the study was undertaken to address and why it is important in individual, organizational, or social contexts. Criterion 2: Evaluate research that proposes solutions based on interpretation of statistical analyses. Explain and evaluate the research methodology, including: Relevance and clarity of the research questions and hypotheses. Methods of sampling and gathering data. Methods of statistical analyses. Evaluate areas of strength and areas of weakness in the study design and research process. Criterion 3: Assess conclusions based on interpretation and selection of supporting statistical analyses. Explain and evaluate how the statistical analyses support the conclusions, or if the support is not conclusive. Was the null hypothesis rejected or did the author (or authors) fail to reject the null hypothesis?
the_development__psychometric_assessment6.pdf
Unformatted Attachment Preview
Journal of Child and Family Studies (2018) 27:1805–1817
https://doi.org/10.1007/s10826-018-1028-1
ORIGINAL PAPER
The Development, Psychometric Analyses and Correlates of a SelfReport Measure on Disorganization and Role Reversal
Molisa Meier1 Jean-François Bureau
●
1
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Published online: 19 February 2018
© Springer Science+Business Media, LLC, part of Springer Nature 2018
Abstract
A limited number of measures assess young adults’ perceptions of childhood disorganized and controlling attachment, and
although they are empirically strong, the use of these measures can be time consuming and financially straining. The current
study aimed to add to the attachment literature by developing a self-report measure, the Childhood Disorganization and Role
Reversal Scale (CDRR), to assess for the complexity of those attachment constructs in young adults. This study aimed to
assess the psychometric properties of the CDRR using two separate samples of 750 and 656 undergraduate students (601
females; Mage = 18.68, 66.4\% Caucasian; 531 females; Mage = 18.68 years, 63.6\% Caucasian; respectively), and a
community sample of 96 participants (81 females, Mage = 19.27, 65.6\% Caucasian). The results of the Principal Component
Analysis (PCA) revealed a four-factor structure for both CDRR parent versions. The CDRR mother version includes the
Disorganization/Punitive, Mutual Hostility, Affective Caregiving, and Appropriate Boundaries scales, while the CDRR
father version includes the Disorganization, Affective Caregiving, Appropriate Boundaries, and Punitive scales. Overall,
support was provided for the psychometric properties of the CDRR. For instance, the CDRR scales demonstrated adequate
structural stability (confirmatory factor analyses), internal consistency (Cronbach’s coefficient alphas ranged from .78–.95
for mother scale, and .75–.96 or father scale), temporal reliability (intraclass correlation coefficient ranged from .68–.89 for
mother scale, and .69–.87 for father scale), criterion-related validity, convergent validity, and discriminant validity. The
CDRR will assist researchers in broadening the understanding of psychological outcomes of disorganized and controlling
attachment representations in young adulthood.
Keywords Attachment Disorganized/controlling attachment Parentification Scale development Young adults
●
It has been shown that infant disorganization, a dysfunctional attachment system whereby the child engages in
contradictory or disorganized behaviours in the presence of
the parent, is a key predictor of psychopathology in children
and adults (Lyons-Ruth and Jacobvitz 2008; Main and
Solomon 1990). Infant disorganization may develop into a
role reversed or controlling attachment pattern during the
preschool years, which is manifested in caregiving or
punitive behaviours and labelled as controlling/caregiving
attachment and controlling/punitive attachment, respectively (Main and Cassidy 1988; Moss et al. 2005; Wartner
et al. 1994). Corresponding to Bowlby’s theoretical
description (1977, 1980), the attachment literature defines
* Jean-François Bureau
jean-francois.bureau@uottawa.ca
1
University of Ottawa, Ottawa, Ontario, Canada
●
●
●
controlling/caregiving attachment as the abdication of a
child’s own attachment needs to respond to the emotional or
physical needs of their parents, such as cheering them up or
providing them with emotional support (see Moss et al.
2011). Controlling/punitive attachment is another form of
role reversal involving a child controlling interactions with
their parents through being hostile and demeaning towards
them (see Moss et al. 2011). Studies have found associations between internalizing and/or externalizing problems in
disorganized and controlling/punitive children, especially in
combination with disorganized behaviours; however, there
have been inconsistent findings between caregiving behaviours in childhood and problems in social adaptation
(Bureau et al. 2009a; Moss et al. 2004; O’Connor et al.
2011). These inconsistent findings on controlling/caregiving
attachment may be due to the under-reporting of these
behaviours as adult informants may not perceive them as
harmful (O’Connor et al. 2011).
1806
Internal working models or attachment representations
provide a systematic manner in which an individual processes attachment-related information (Main et al. 1985).
They are thought to develop in early childhood and to be
based on caregiver’s availability and responsiveness to their
child’s attachment needs across repeated interactions and
overt or covert discussions of emotions with their child
(Bowlby 1980). Internal working models of caregiving (or
disorganized and punitive) attachment may be more salient
in adolescence or young adulthood when there are increased
desires to achieve independence from parents, and to
develop intimate relationships outside the family. The
association between these representations and psychological
problems have not been readily investigated in young
adults, presumably from the absence of a convenient measure that assesses for disorganized and role reversed
attachment representations in young adults.
Main and Hesse (1990) stated that infant disorganization
results from a paradox created when the attachment figure is
both the child’s object of comfort and the source of its
distress by exhibiting frightening or frightened behaviours.
These parental behaviours result in the infant’s attachment
system breaking down, as the infant wants to approach their
attachment figure for comfort, yet fears that very same
person. Moreover, George and Solomon (2008) suggested
that in addition to frightened and frightening behaviours, a
child’s perception of failed protection by their parent (e.g.,
feeling abandoned) leaves him/her disorganized. LyonsRuth et al. (1999) expanded on Main and Hesse’s theory
and hypothesized that infant disorganization may develop
from extreme maternal insensitive behaviour, such as
maternal disorientation or withdrawal. This may impact the
infant’s ability to apply a consistent and effective attachment strategy to reduce their attachment distress (LyonsRuth et al. 1999; Lyons-Ruth and Jacobvitz 2008). Taking
these complementary theories together, it is hypothesized
that disorganization may develop when an infant’s caregiver
frightens them or when their caregiver is unable to lower the
activation of their infant’s attachment system (Cyr et al.
2010). There is growing evidence that childhood disorganized attachment is a key predictor of negative outcomes, such as internalizing and externalizing problems
(see Lyons-Ruth and Jacobvitz 2008 for a review). Fifteen
percent of infants in a normative population are identified as
disorganized, and this number increases to 25\% in low
socioeconomic status (SES) samples, and to 48\% in maltreated samples (van IJzendoorn et al. 1999).
Longitudinal studies have found that disorganization in
infancy generally transforms into a controlling strategy by
the end of the preschool period (Main and Cassidy 1988;
Moss et al. 2005; Wartner et al. 1994). For instance,
approximately 75\% of disorganized 3-year old children
were identified as controlling at 6 years of age in a Canadian
Journal of Child and Family Studies (2018) 27:1805–1817
sample (Moss et al. 2005). Controlling strategies refer to
children’s behaviours that have the purpose, intentional or
not, to take charge of the interactions with their caregivers,
such that these children assume a parent-like role with their
caregivers (Main and Cassidy 1988). With the increasing
ability of preschoolers to coordinate their behaviours to
achieve attachment-related goals (Bowlby 1969/1982), it
has been hypothesized that preschoolers who were identified as disorganized as infants, develop controlling behaviours to gain more control of their stressful environment,
and thereby regulate their own emotional states as they
cannot be regulated through the attachment to their caregiver (Solomon et al. 1995). Controlling attachment, also
referred to as role reversal, consists of two subtypes: controlling/caregiving and controlling/punitive.
Bowlby (1977) introduced the concept of role inversion/
role reversal and compulsive caregiving that involves a
child providing care to parents in contrast to receiving care
from them. Bowlby (1980) observed that childhood role
reversal or compulsive caregiving emerged in families
experiencing parental death, such as a widowed parent
confiding in their child, expecting their child to hold nonage-appropriate responsibilities, or perceiving their child as
a substitute to their deceased spouse. Bowlby (1977, 1980)
also theorized that role inversion might result in compulsive
caregiving (i.e., providing excessive care) in conditions
where a parent pressures their child to care for him/her,
provides inadequate caregiving, suffers from depression or
from a disability, or willingly accepts the care from their
child. The term controlling/caregiving attachment has been
used interchangeably with role reversal and compulsive
caregiving in the attachment literature. Controlling/caregiving children have been reported to play a supportive
role in the emotional lives of their parent, such as acting as
their companion, a confidant or a substitute to their spouse
(Moss et al. 2011). Researchers observed that these children
tend to be excessively positive with their parents in a nonauthentic manner (Main and Cassidy 1988). Bowlby (1969/
1982) noted that role reversed children suppress their
attachment needs for comfort and protection to engage their
parents. As such, caregiving children are assumed to regulate their own affect and to ensure their parent’s emotional
and physical availability by lowering their parent’s distress
(Moss et al. 2011; Solomon et al. 1995).
Related to the concept of controlling/caregiving attachment is the term parentification (Boszormenyi-Nagy and
Sparks 1973), stemming from family systems theory, that
describes parent-child interactions where the child is
expected to assume a parental role and engage in instrumental caregiving and/or expressive caregiving (Boszormenyi-Nagy and Sparks 1973). Attachment-related
variables appear to be potential mediators between parentification and its association with negative mental health
Journal of Child and Family Studies (2018) 27:1805–1817
outcomes. For instance, one study found that attachment
anxiety fully mediated the relationship between role reversal toward mothers and depressive symptoms (Katz et al.
2009). In another study, perceived unfairness mediated the
relationship between parentification and mental health
symptoms alone and combined with problems in the differentiation of self (Jankowski et al. 2013). The authors
suggest that the variability in the influence of parentification
depends partially upon the individual’s belief that the task is
fair and his or her ability to regulate their emotions, which
complements attachment theory as perceived unfairness
may be a manifestation of a child’s unfulfilled need for a
balance between autonomy and connection.
Bowlby (1980) alluded to the concept of controlling/
punitive attachment in his case studies; however, there still
lacks a strong theoretical discussion on the origins of
punitive attachment. Children identified with controlling/
punitive attachment have been noted to control the interactions with their parents in a hostile, aggressive, humiliating, commanding, and scolding manner (Main and
Cassidy 1988; Moss et al. 2011). A longitudinal study
found that punitive behaviours in middle childhood were
related to maternal hostility and disrupted communication in
infancy (Bureau et al. 2009b). This suggests that punitive
behaviours may emerge when children reside in a chaotic
home environment and have to protect themselves from
their parents, whereas caregiving behaviours may be related
to providing care to less capable parents.
Disorganized attachment in infancy and preschool years
has been consistently linked to various risk factors,
including low family income, parental mental health problems, and marital conflict, both in infancy (see van
IJzendoorn et al. 1999) and preschool (see Moss et al.
2011). Another study found that maternal insensitivity and
hostility was related to controlling/caregiving and controlling/punitive attachment and maternal withdrawn behaviours were related to controlling/caregiving attachment
(Easterbrooks et al. 2012). In line with the previous study,
maternal depression was associated with the combined
disorganized/controlling group (i.e., a combination of disorganized, controlling-caregiving, controlling-punitive and
controlling-mixed attachment) (O’Connor et al. 2011).
Within the parentification literature, several family stress
variables have been related to a child providing excessive
care to their parents, such as parental mental health problems, parental substance abuse, parental history of abuse,
parental separation or divorce, and parental marital conflict
(see Kerig 2005).
Currently, there is only one measure that assesses both
disorganization and controlling attachment in adolescence and
young adulthood, namely the Goal-Corrected Partnership in
Adolescence Coding System (GPACS; Obsuth et al. 2014).
The GPACS is an observational measure that assesses
1807
controlling behaviours between adolescents and parents. It
involves an adolescent-parent reunion and a discussion task
concerning a topic of disagreement that are coded. The
GPACS provides a rich source of information beneficial for
research and it offers classifications that are clinically relevant. However, it may not always be a feasible option as it
requires the observations between young adults and their
parents and is time and labour intensive. The Adult Attachment Interview (AAI: George et al. 1985/1996) is another
valuable instrument to assess for attachment mental representations. Among the AAI classifications, the unresolved
attachment state of mind most closely resembles disorganized
attachment, but it is only coded when an individual reports a
past trauma or the loss of a significant person. The AAI has a
supplemental Experiences scale that assesses for role reversal;
however, unlike the GPACS, it does not distinguish between
caregiving and punitive behaviours.
Although parentification measures are conceptually
relevant to controlling/caregiving attachment, they do not
assess disorganized and controlling attachment representations in young adults, nor the co-occurrence of punitive and
caregiving behaviours. Of importance, while parentification
measures assess for behaviours comparable to controlling/
caregiving attachment, items place greater emphasis on the
nature and type of parentification behaviours. Central to
attachment theory is the importance of the individual’s
representations of attachment-related experiences, rather
than the reliance on reports of having particular experiences
(see Bowlby 1969/1982). As such, a measure designed to
assess the several constellations of controlling attachment
representations that result from disorganized attachment,
from an attachment theory point of view, should address the
individual’s affective reactions or mental representations,
such as feelings of burden, resentfulness, or fear of their
parent. For instance, the type or form of caregiving behaviour is not essential to the concept of role reversal; however, of importance are feelings of emotional burden from
providing emotional support to parents (Main and Goldwyn
1985/1995).
We developed the Childhood Disorganization and Role
Reversal Scale – Initial Version (CDRR) to conveniently
assess young adults’ current disorganized and controlling
attachment representations using a self-report scale. Our
measure is unique in its focus on developing separate scales
for mother and fathers. This study involves six objectives,
namely, developing scale items based on a comprehensive
review of the attachment and parentification literature and
relevant measures, assessing the structural stability of the
CDRR, determining the internal consistency of the items on
the CDRR scales, investigating the 3 to 4-month temporal
stability of the CDRR scales, assessing the convergent and
discriminant validity of selected scales, and assessing the
criterion-related validity.
1808
Method
Participants
Sample 1
Participants included 750 undergraduate students at a Canadian
university that were enrolled in an introductory undergraduate
psychology course. Participants were between the ages of 17
and 25 (601 females; Mage = 18.68 years, SD = 1.34). Most of
the participants were Caucasian (66.4\%), while the remaining
participants were Asian (11.3\%), Middle Eastern (6.8\%),
Black (5.3\%), mixed ethnicity (2.4\%), Aboriginal/First
Nations/Métis (1.2\%), Hispanic (1.1\%), or another ethnicity
not listed (4.4\%). The sample’s demographics are representative of the population from which they were recruited.
Sample 2
Participants consisted of 656 undergraduate students from a
Canadian university, ranging between the ages of 16–24 (531
females; Mage = 18.68 years, SD = 1.29). The majority of the
participants were Caucasian (63.6\%), while a minority were
Asian (11.4\%), Black (7.6\%), Middle Eastern (7.6\%), Aboriginal/First Nations/Métis (1.4\%), Hispanic (1.4\%), mixed
ethnicity (4.7\%) and another ethnicity not listed (1.4\%).
Sample 3
Participants consisted of 96 participants between the ages of
17–26 (81 females;Mage = 19.27, SD = 2.13). The sample
was derived from three distinct sample pools: a subsample
of students from Sample 1 (n = 27) and Sample 2 (n = 50),
and participants (n = 19) recruited from the community to
increase the sample size. The majority of the participants
were Caucasian (65.6\%), while a minority were Asian
(13.5\%), Black (9.4\%), Middle Eastern (2.1\%), Hispanic
(1.0\%), mixed ethnicity (7.3\%) and other ethnicities not
listed (3.1\%).
Procedure
Participants from Sample 1 were recruited in the Fall
semester of 2011 and the inter semester of 2012, while
participants from Sample 2 were recruited in the Fall
semester of 2012 and Winter semester of 2013. To partake in
the study, students must have been less than 25 years old and
able to read and write in English. Participants completed the
CDRR and answered sociodemographic questions. They
received one credit for participation. The university’s Ethics
Board approved procedures involving all samples used in
this study. Sample 3 consists a subgroup of participants from
Samples 1 and 2, as well as a community sample. For
Journal of Child and Family Studies (2018) 27:1805–1817
instance, upon completion of the questionnaires, participants
were invited to participate in the second phase of the study.
At the 3 to 4-month period, interested participants were
contacted through email to complete the CDRR questionnaire online. Online advertisements were used to recruit
participants from the community between the ages of 18 to
25. Participation consisted of completing the CDRR at two
different time points within a 3 to 4-month interval.
Measures
Childhood disorganization and role reversal scale—initial
version (CDRR)
The creation of items of the CDRR was based on a comprehensive review of the disorganized and controlling attachment
literature, parentification literature and relevant existing measures to the study. Unique to the CDRR, its development was
guided by the re-conceptualization of the role of fathers within
attachment theory as recent studies have not only found that
fathers play an important role in their child’s attachment
(Bretherton 2010), but that they may provide unique contributions (Grossmann et al. 2008). Factor analysis was conducted separately for each parent to create the opportunity to
arrive at unique factors for each parent. The CDRR was pilot ...
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