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  • 7/27/2019 Examination of couples attachment security in relation to depression and hopelessness in maritally distressed pat

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    ORIGINAL ARTICLE

    Examination of couples attachment security in relation

    to depression and hopelessness in maritally distressed

    patients facing end-stage cancer and their spouse caregivers:

    a buffer or facilitator of psychosocial distress?

    Linda M. McLean & Tara Walton & Andrew Matthew &

    Jennifer Michelle Jones

    Received: 4 September 2009 /Accepted: 16 August 2010 /Published online: 27 August 2010# Springer-Verlag 2010

    Abstract

    Purpose The purpose of this study is to determine levels of

    depression and hopelessness and to explore the relationship

    between attachment security and psychosocial distress in

    patients with metastatic/recurrent cancer and spouse-

    caregivers, experiencing marital distress.

    Methods Couple-participants were from a pilot study and a

    larger clinical trial prior to randomization. Participation

    required that one partner endorsed marital distress on the

    Revised Dyadic Adjustment Scale (RDAS). Outcome

    measures included the Beck Depression Inventory-II

    (BDI-II), Beck Hopelessness Scale (BHS), and Experiences

    in Close Relationships Inventory.

    Results Caregivers, compared with their matched ill-

    partners, had significantly higher scores on the RDAS

    (distressed).

    Conclusions Marital distress may be amplified within

    insecure attachment bonds, especially among avoidant male

    patients and their female caregivers, which may influence

    caregiving/care-receiving. We offer unique, preliminary

    support for identifying couples at risk to help reduce

    suffering and complicated bereavement in the terminal

    cancer population. Further research that include larger

    studies, are needed to determine relationships among

    attachment and psychosocial outcomes.

    Keywords Metastatic/recurrent cancer. Marital distress .

    Attachment security . Depression . Hopelessness .

    End-of-life

    L. M. McLean (*)

    Department of Psychosocial Oncology and Palliative Care 16-755,

    University Health Network,

    610 University Avenue,

    Toronto, Ontario M5G 2M9, Canada

    e-mail: [email protected]

    L. M. McLean : A. Matthew : J. M. Jones

    Department of Psychiatry, University of Toronto,

    Toronto, Ontario, Canada

    A. Matthew

    e-mail: [email protected]

    J. M. Jones

    e-mail: [email protected]

    T. Walton : J. M. Jones

    Department of Psychosocial Oncology and Palliative Care,

    University Health Network,

    200 Elizabeth Street, 9EN-233,

    Toronto, Ontario M5G 2C4, Canada

    T. Walton

    e-mail: [email protected]

    A. Matthew

    Princess Margaret Hospital, The Prostate Centre, 4-922,

    University Health Network,

    620 University Avenue,

    Toronto, Ontario M5G 2M9, Canada

    A. Matthew

    Department of Surgery, University of Toronto,

    Toronto, Ontario, Canada

    Support Care Cancer (2011) 19:15391548

    DOI 10.1007/s00520-010-0981-z

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    Introduction

    A cancer diagnosis has a significant impact on the patient

    and the spouse caregiver [1]. Patients are confronted with a

    life-threatening diagnosis and a difficult treatment regimen,

    while their partners are often required to fulfill the

    demanding role of a spouse caregiver [2]. These difficulties

    are amplified during the terminal phase of cancer whenpatients experience more disease-related factors [3]. Indi-

    viduals with cancer are at an increased risk for persistent

    depressive symptoms when compared with the general

    population [4, 5]. Feelings of hopelessness are also

    common in patients approaching end-stage cancer [6]. A

    general feeling of hopelessness may reflect end-of-life

    despair, or in extreme cases, may develop into a desire for

    hastened death or suicidal ideation, loss of dignity, and

    intimate dependency [6, 7]. A reported 1550% of adult

    cancer patients and their spouses present with clinically

    significant psychological distress, including depression and

    hopelessness, and this increases as death approaches [8, 9].The majority of studies report that patients and their spouse

    caregivers have similar levels of distress over time [10],

    consistent with the view that common factors impact both

    partners, and affect the entire family system [11].

    There is now emerging research highlighting the need to

    identify couples most at risk for psychological distress during

    end-stage cancer [12, 13]. Studies investigating predictors or

    correlates of patient and spouse distress vary in their sample

    size, the variables assessed, and the populations they have

    considered [37]. Consequently, there are few predictors that

    have consistently been linked with patient and spouse

    distress. Risk may be related to the patients condition, as

    well as demographic and psychological factors, and social

    support and resources [14]. Relational factors, such as level

    of marital satisfaction, and the quality of family functioning

    may also play an important role [15]. In this regard, couples

    who report good marital functioning endorse lower levels of

    psychosocial distress and morbidity [8], and a positive

    emotional environment may buffer the overall impact of

    terminal disease [16]. In contrast, negative, avoidant, and

    hostile marital interactions can amplify couple distress

    resulting in estrangement at end-of-life and a deleterious

    impact on the patient facing end-stage cancer and the

    bereaved spouse caregiver following patient death [3]. In

    one recent study of patients with metastatic lung and

    gastrointestinal cancer and their spouse caregivers, Braun

    and colleagues [1] found that a greater proportion of spouse

    caregivers (39%) endorsed symptoms of depression (Beck

    Depression Inventory-II (BDI-II) 15) [17] when compared

    with their ill partners (23%) and significant predictors of

    spouse caregiver depression were subjective experience of

    caregiving burden, caregivers insecure attachment (anxiety

    and avoidance), and marital satisfaction.

    Attachment theory, caregiving, and care-receiving

    Attachment theory [18, 19] provides a framework for

    understanding close relationships and studying caregiving

    and care-receiving with adult couples [1]. The concept of

    adult attachment refers to internalized expectations and

    preferences regarding proximity to significant others and

    protection in times of need [20]. Attachment security refers tothe way people relate to others and feel within close

    relationships [18]. Individuals can view themselves as worthy

    or unworthy of love and support and others as available/

    trustworthy, or unreliable/rejecting [21]. Those individuals

    with attachment security may be more protected from

    psychological distress because they have a greater capacity

    to regulate their experience of affect and to seek support in

    times of need [20]. Insecure attachment has been represented

    as dimensions of anxiety (i.e., the degree to which individuals

    worry about rejection, abandonment or being unloved by

    significant others) and avoidance (i.e., the degree to which

    individuals may avoid intimacy and interdependence withsignificant others) [22]. Individuals who endorse low levels

    of anxiety and avoidance are secure in their attachment.

    The theoretical concepts of attachment security, caregiving

    and care-receiving are salient in the case of terminal cancer

    [23, 24]. End-stage cancer poses a threat to the continuity of

    self and to the marital relationship, resulting in activated

    attachment systems and separation distress [25]. Attachment

    security allows the caregiver to be able to respond to the

    needs of their spouse and facilitates highly attuned and

    compassionate caregiving [19, 23, 24]. Attachment security

    enables patients to seek and accept care and to effectively

    communicate their emotions [26]. In the context of an

    insecure marital bond, attachment insecurities and behaviors

    may be expressed in maladaptive patterns of interaction,

    maintaining separation distress, inhibiting compassionate

    caregiving, and negatively impacting the provision of care

    [23, 24, 27, 28]. Anxious individuals experience separation

    from attachment figures as catastrophic and have a strong

    need for support and affection from their partner, and may

    exhibit intense emotions. Avoidant individuals desire inti-

    mate connection, yet because of their deep distrust of others

    ability to care for them, resent having to rely on others for

    care, and react more negatively to care-receiving [23], which

    may result in significant relationship distress. Avoidant

    individuals tend to be compulsively reliant on themselves

    [23, 24, 29]. Insecure caregivers within an insecure

    attachment bond may provide care that is low on respon-

    siveness and/or high on compulsiveness which may be

    negatively perceived by the care receivers [23, 24].

    A handful of studies have examined the impact of

    attachment in adult cancer populations [1, 25, 30, 31], and

    these results suggest that either anxious or avoidant

    attachment is associated with lower marital satisfaction

    1540 Support Care Cancer (2011) 19:15391548

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    extensively in cancer populations [40]; and (2) the Beck

    Hopelessness Scale (BHS) [41] is a 20-item true/false scale

    developed to quantify hopelessness and negative expectan-

    cies. Positively worded items are reversed scored, then

    summed to yield a total score ranging from 0 to 20, with

    higher scores reflecting increased hopelessness. The BHS

    has high internal consistency and validity, and has been used

    in terminally ill cancer populations [42]. A cut-off score of8 has been recommended for cancer populations in

    screening for symptoms of hopelessness [5, 13, 41].

    Attachment security was assessed using the Experiences in

    Close Relationships Inventory (ECR) [22], a 36-item self-

    report scale tapping attachment anxiety and avoidance in

    romantic and marital relationships. Participants rate the

    degree to which items describe their feelings in close

    relationships on a 7-point Likert scale that ranges from 1

    disagree strongly to 7 agree strongly. Eighteen items

    measure attachment anxiety (e.g., the fear of rejection and

    abandonment) and 18 items measure avoidance (e.g., discom-

    fort with dependence on others and closeness) [22, 43]. Foreach subscale, a total score is computed by averaging the

    relevant 18 items [22]. Attachment security is operationalized

    as lower scores on both anxiety and avoidance subscales (see

    reference [22], pp. 260 for overview of attachment scales

    and the construction of the ECR).

    Patients medical information was obtained through

    semi-structured interview and confirmed through medical

    chart review. Patient and spouse caregiver demographics

    were recorded from a brief demographic questionnaire.

    Statistical analyses

    Frequencies, measures of central tendency, and dispersion

    were calculated to describe patient and caregiver demograph-

    ics as well as scores on outcome measures using SPSS 16.0,

    2008 for Windows (SPSS; SPSS Inc, Chicago, IL). Using

    SAS 9.2, 20022008 (SAS Institute Inc., Cary, NC), we

    employed two-tailed t tests to compare means on the

    outcome measures between patients and spouse caregivers.

    We conducted one- and two-way analyses of covariance

    (ANCOVAs) to examine the effects of sex and patient/

    caregiver status on measures of marital distress, depression,

    and hopelessness, using avoidance and anxiety subscale

    scores as covariates. Tukey

    Kramer was the multiple-testing

    procedure used. The alpha level for this study was 0.05.

    Results

    Study participants

    Forty-six couples participated in this study. Participating

    couples were married on average 18.7 years (SD=12.8;

    range, 1 to 48), with 80.5% having a child or children.

    Nineteen percent (n=9) of the couples reported a history of

    marital discord that pre-dated the patients diagnosis of

    cancer. Ninety-four percent of the couples had a household

    income of greater than $60,000 per year. Participant

    characteristics and patient information are reported in

    Table 1.

    Marital distress

    Participation in this study required that minimally one partner

    endorsed marital distress on the RDAS. Of the 46 total

    couples who participated, marital distress was endorsed by

    both the patient and the caregiver for 24 of the couples, by

    only the patient for 15 of the couples, and by only the

    caregiver for 6 of the couples. Overall, the patients had an

    RDAS mean of 44.4 (SD=6.98; range, 2962) and the

    caregivers had a mean of 46.5 (SD=6.4; range, 2759). A

    paired t test for patients versus matched spouse caregivers

    revealed that spouse caregivers had statistically higher scoreson the marital distress measure (RDAS), indicative of less

    marital distress than their ill partners (t(45)=2.67, P=0.01).

    Depression and hopelessness

    Mean depression scores (BDI-II) and hopelessness (BHS)

    scores are reported in Table 2. Patients had significantly

    higher mean BDI-II scores than their matched spouse

    caregivers (t(45)=3.4, P=0.001). Fifty-two percent of patients

    and 32.6% of matched spouse caregivers were above the

    BDI-II cut-off (15), indicative of depression (P=0.09).

    Although 32.6% of patients and 23.9% of matched spouse

    caregivers were above the BHS cut-off (8), indicative of

    hopelessness, this difference was not significant (P=0.48).

    Marital distress, depression, and hopelessness as functions

    of sex, patient/caregiver status, avoidance, and anxiety

    We performed two-way ANCOVAs to explain the variation

    in the three main scores. The two factors were sex and

    patient/caregiver status. Avoidance and anxiety were cova-

    riates, and couples were treated as dyads. All two-way

    interaction terms were tested, however only the significant

    results are presented. Caregivers had statistically signifi-

    cantly higher RDAS scores (less distress) than patients,

    after taking sex, avoidance, and anxiety into account. Mean

    depression scores (BDI-II) were significantly higher for

    females than males and higher for patients than caregivers.

    BDI-II is highly dependent on both the avoidance and the

    anxiety subscale scores. The results are in Table 3 (see

    Fig. 1). Moreover, mean hopelessness (BHS) scores were

    significantly higher for males than females and higher for

    caregivers than patients, but these relationships are con-

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    Patients (N=46) Caregivers (N=46)

    Number Percentage Number Percentage

    Age (years)

    Mean 49.66 49.34

    Standard deviation 11.53 11.75

    Range 2770 2774

    Sex

    Male 18 39.13 28 60.87

    Female 28 60.87 18 39.13

    Primary language

    English 43 93.48 44 95.65

    Highest level of education

    Graduate 10 21.74 10 21.74

    Undergraduate or college 26 56.52 22 47.83

    Trade or professional school 5 10.87 6 13.04

    Grade school/high school 5 10.87 8 17.39

    Currently working

    Yes 29 63.0 13 28.3First marriage

    Yes 32 69.57 32 69.57

    Type of cancer

    Breast 12 26.09

    Head and neck 8 17.39

    Blood 7 15.22

    Gynecological 6 13.04

    Central nervous system 4 8.70

    Gastrointestinal 3 6.52

    Genito-urinary 3 6.52

    Lung 2 4.35

    Melanoma 1 2.17

    Cancer recurrence/metastasis

    Cancer recurrence 22 47.8

    Metastatic 10 21.7

    Treatment active?

    Yes 32 69.6

    Treatment history

    Surgery and radiation 2 4.3

    Surgery and chemotherapy 15 32.5

    Surgery, radiation, and chemotherapy 25 54.5

    Chemotherapy and bone marrow transplant 4 8.7

    Table 1 Patient demographics

    and medical information and

    spouse caregiver demographics

    Table 2 Mean patient and caregiver depression and hopelessness

    Patient Caregiver Significance

    BDI-II (mean, SD) 16.5 (SD=8.2) 11.5 (SD=7.9) *P=0.001

    BHS (mean, SD) 5.7 (SD=3.8) 5.7 (SD=3.8) P=0.9

    BDI-II Beck depression inventory-II, BHS Beck hopelessness scale

    *P0.001, two-tailed

    Support Care Cancer (2011) 19:15391548 1543

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    founded by avoidance and anxiety subscale scores, respec-

    tively (see Table 3 and Fig. 1).

    Patient marital distress, depression, and hopelessness

    as functions of sex and matched caregiver avoidance

    and anxiety

    We employed one-way ANCOVAs to examine the impact

    of spouse caregiver avoidance and anxiety scores on the

    matched patient mean scores for the three outcome scores.

    We did not find significant differences among the means for

    the three patient outcomes based on patient sex or spouse

    caregiver avoidance or anxiety subscale scores.

    The results are reported in Table 4.

    Caregiver marital distress, depression, and hopelessness

    as functions of sex and matched patient avoidance and anxiety

    We employed one-way ANCOVAs to examine the impact

    of patient avoidance and anxiety scores on the matched

    Table 3 Results of two-way ANCOVAs for three scores

    Score Sex PT/CG Avoidance subscorea Anxiety subscoreb Interactions Least square means

    RDAS F(1,43.6)=0.53 F(1,42.7)=5.69 F(1,57.6)=0.26 F(1,71.7)=0.00 None CG=46.43

    P=0.4692 P=0.0215 P=0.6143 P=0.9694 PT=44.46

    BDI-II F(1,44)=4.56 F(1,43)=9.95 F(1,79.8)=7.98 F(1,86.7)=7.31 None F=15.43

    P=0.0384 P=0.0029 P=0.0060 P=0.0083 M=12.58

    CG=11.92

    PT=16.09

    BHS F(1,52.6)=5.55 F(1,46.9)=4.75 F(1,52.6)=0.01 F(1,65.1)= 0.12 Sex voidance F=8.17

    P=0.0222 P=0.0344 P=0.9210 P= 0.7263 PT/CG anxiety M=9.08

    CG=8.70

    PT=8.55

    Table 3 entries are values of F and P with degrees of freedom

    RDASRevised Dyadic Adjustment Scale, BDI-IIBeck Depression Inventory-II, BHSBeck Hopelessness Scale, Mmale, Ffemale, PTpatient, CG

    caregivera

    Experiences in close relations avoidance dimensionb

    Experiences in close relations anxiety dimension

    1 2 3 4 5 6

    0

    5

    10

    15

    20

    1 2 3 4 5 6

    0

    5

    10

    15

    20

    Females Linear fitMales Linear fit

    BHS

    Avoidance Subscale

    Caregivers Linear fitPatients Linear fit

    BHS

    Anxiety Subscale

    Fig. 1 Marital distress,

    depression and hopelessness

    as functions of sex, patient/

    caregiver status, avoidance, and

    anxiety

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    spouse caregiver mean scores for the three outcome scores.

    We did not find significant differences among the means for

    the caregiver outcomes of BDI-II and BHS based on

    caregiver sex or patient avoidance or anxiety subscale

    scores. However, there is a significant interaction effect of

    sex and avoidance for marital distress (RDAS): as the

    female patient avoidance subscale increases, the male

    caregiver RDAS stays about the same, and as the male

    patient avoidance subscale increases, the female caregiver

    RDAS declines. The results are in Table 5. Figure 2

    illustrates the linear fit of this interaction.

    Discussion

    This research examined two novel objectives in martial-

    ly distressed patients with metastatic or recurrent cancer

    and their spouse caregivers: (1) we investigated the

    levels of depression and hopelessness, and (2) we

    explored the relationship between attachment security

    of patients and matched spouse caregivers and their

    experience of distress. We found that spouse caregivers

    were significantly less martially distressed than their

    matched ill partners (P=0.01). Caregivers continued to

    have significantly higher scores on the marital distress

    measure (less distress) after taking sex, avoidance and

    anxiety into account, than patients. We also found a

    significant interaction effect of sex and avoidance for

    marital distress. Female caregivers level of marital

    distress increased as the male patient avoidance subscale

    score increased, such that the more avoidant the male

    patients were, the more the female caretakers marital

    distress increased. Patients reported significantly higher

    mean depression (BDI-II) scores than their matched

    Table 5 Results of one-way ANCOVAs for three scores for caregivers with matched patient avoidance and anxiety subscale scores

    Score Sex Avoidance subscorea Anxiety subscoreb Interactions Least square means

    RDAS F(1,41)=6.43 F(1,41)=5.26 F(1,41)=1.12 Sexavoidance F=46.75

    P=0.0151 P=0.0270 P=0.2956 F(1,41)=7.08 M=46.74

    P=0.0111

    BDI-II F(1,42)

    =0.52 F(1,42)

    =0.81 F(1,42)

    =3.70 None

    P=0.4752 P=0.3727 P=0.0613

    BHS F(1,42)=0.13 F(1,42)=3.78 F(1,42)=0.00 None

    P=0.7230 P=0.0585 P=0.9513

    Table entries are values of F and P with degrees of freedom

    BDI Beck Depression Inventory-II, BHS Beck Hopelessness Scale, M male, F femalea

    Experiences in close relationships avoidance dimensionb

    Experiences in close relationships anxiety dimension

    Table 4 Results of one-way ANCOVAs for three scores for patients with matched caregiver avoidance and anxiety subscales

    Score Sex Avoidance subscale scorea Anxiety subscale scoreb Interactions Least square means

    RDAS F(1,42)=0.06 F(1,42)=0.89 F(1,42)=0.00 None No significant differences

    P=0.8071 P=0.3501 P=0.9969

    BDI-II F(1,42)=0.39 F(1,42)=0.18 F(1,42)=1.45 None No significant differences

    P=0.5383 P=0.6726 P=0.2358

    BHS F(1,42)=0.73 F(1,42)=0.04 F(1,42)=1.40 None No significant differences

    P=0.3991 P=0.8455 P=0.2433

    Table entries are values of F and P with degrees of freedom

    BDI Beck Depression Inventory-II, BHS Beck Hopelessness Scale, M male, F female,a

    Experiences in close relationships avoidance dimensionb

    Experiences in close relationships anxiety dimension.

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    spouse caregivers (P=0.001), relevant in screening for

    clinical depression. The patients rate of depression

    was higher than that of their matched spouse caregiver

    (52% vs. 32.6%; P=0.09). Moreover, higher mean

    depression scores were found in females than males.

    This rate of spouse caregiver depression is consistent

    with the prevalence reported by other studies [e.g., 1, 2],

    but is not compatible with the findings of Braun [1] who

    reported caregiver depression as being almost twofold

    that of their ill partners. Higher rates in our study may

    be in part accounted for by the incl usion criteria thatrepresented a sub-sample of the patient population

    reporting marital and psychosocial distress. Mean

    hopelessness scores were found to be higher for males

    than females and for caregivers than for patients. In

    keeping with the oncology literature, a general feeling

    of hopelessness may reflect end-of-life despair, loss of

    dignity, and intimate dependency [6, 7]. Of note, the rate

    of hopelessness in our patient sample is greater (33% vs.

    23%; P=0.48) than that reported by Rodin and col-

    leagues [5], but is consistent with the findings of Rodin

    and colleagues [32] of higher levels of depression and

    hopelessness in end-stage cancer patients. It is interest-

    ing that males and caregivers showed higher mean

    scores of hopelessness; this may be influenced by their

    anticipation of loss of the marital bond through patient

    death [3, 44, 45], and the feeling of helplessness in

    being able to save the ir sig nifica nt oth er. The measure of

    depression was highly dependent on the anxiety and

    avoidance subscale scores.

    This study provides new information about patients

    and matched spouse caregivers attachment security and

    the possible association with levels of marital distress in

    couples who are challenged with end-stage cancer. Our

    results support the notion that an avoidant attachment in

    male patients may add to the experience of maritaldistress in female caregivers. Individuals with this

    attachment view themselves as unworthy of love, and

    expect that others will reject them. They have difficulty

    trusting that others can provide care in their time of

    need, and tend to remain detached and disengaged [21].

    Avoidant attachment has been associated with lower

    marital satisfaction and responsive caregiving [23, 25].

    Our findings add to the oncology literature in identifying

    an avoidant attachment in martially distressed couples as

    especially salient to the marital satisfaction of the female

    caretaker, as well as the potential overall well-being of the

    couple and the caretakers ability to responsively care forthe ill male patient [23, 27, 28].

    There are several limitations that should be taken into

    account in interpreting the findings of this study. To

    begin, the sample size limited the statistical tests that

    could be performed and also limited power in examining

    group differences. Moreover, it is possible that another

    factor that we did not measure may have contributed to

    our findings. Attachment security is thought to be an

    enduring trait, characteristic of the individual and

    imperious to the mental state of the individual. In the

    case of facing end-of-life, i t may be argued that

    attachment security is threatened and thereby a measure

    of reactive response to the threat of loss of life and the

    marital bond. Due to the limitations in our sample size

    and study design, we are limited in making assumptions

    in this regard. Because of these limitations, future studies

    with a longitudinal prospective design and a larger

    sample are warranted.

    In conclusion, attachment security may impact psy-

    chosocial distress in couples where one is facing terminal

    cancer, specifically; marital distress may be amplified

    within insecure attachment bonds and influence the

    quality of both caregiving and care-receiving. Our

    findings offer unique, preliminary support for the need

    to identify those couples at risk in order to reduce

    suffering and complicated bereavement in this popula-

    tion. Finally, our results underscore the need for

    interventions for couples where one has metastatic or

    recurrent cancer and is facing end-of-life [12, 13].

    1.0 1.5 2.0 2.5 3.0 3.5 4.0 4.5 5.0 5.5 6.0

    25

    30

    35

    40

    45

    50

    55

    60

    Females

    Males

    Linear fit for females

    Linear fit for males

    Careg

    iverRDAS

    Patient Avoidance Subscale

    Fig. 2 Interaction effect of sex and avoidance for Revised Dyadic

    Adjustment Scale

    1546 Support Care Cancer (2011) 19:15391548

    http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-http://-/?-
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    Acknowledgements We appreciate the patients and spouse care-

    givers time and contribution to this study. We thank members of the

    psychosoc ial Onco logy and Palliat ive Care Program for thei r

    assistance with the referral process. We extend appreciation to the

    Department of Statistics, University of Toronto, for their contribution

    to data analysis.

    Disclosures None.

    Funding This study was funded by the Faculty of Medicine, Deans

    Fund, University of Toronto, and the University Health Network,

    Allied Health Grant, Toronto, Ontario, Canada.

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