Abstract
Purpose
Although costs of lung cancer care have been documented, economic and social changes among lung cancer patients’ family caregivers have yet to be fully examined. In addition, research has not focused on caregivers with greater need for support services. This study examined various economic and social changes among distressed family caregivers of lung cancer patients during the initial months of cancer care in the United States.
Methods
Lung cancer patients’ primary family caregivers with significant anxiety or depressive symptoms were recruited from three medical centers within 12 weeks of the patient’s new oncology visit. Caregivers (N=83) reported demographic and medical information and caregiving burden at baseline. Seventy-four caregivers reported anxiety and depressive symptoms and economic and social changes three months later.
Results
Seventy-four percent of distressed caregivers experienced one or more adverse economic or social changes since the patient’s illness. Common changes included caregivers’ disengagement from most social and leisure activities (56%) and, among employed caregivers (n=49), reduced hours of work (45%). In 18% of cases, a family member quit work or made another major lifestyle change due to caregiving. Additionally, 28% of caregivers reported losing the main source of family income, and 18% reported losing most or all of the family savings. Loss of the main source of family income and disengagement from most social and leisure activities predicted greater caregiver distress.
Conclusions
Findings suggest that distressed caregivers of lung cancer patients experience high rates of adverse economic and social changes that warrant clinical and research attention.
Keywords: lung cancer, family caregiving, economic, financial, employment, psychological distress
Introduction
In recent years, the impact of cancer on the entire family has received greater research attention [1–2]. Given the decline in health care resources and the growth of outpatient care, family caregivers have increasingly assumed a central role in the patient’s health care [3–4]. Family caregivers assist ill friends or relatives with personal or medical care tasks and provide informational, financial, or emotional support [5–6]. Family caregivers often face a range of stressors, including altered daily household routines, family role changes, personal health conditions, and financial and occupational strain [7–10]. These stressors help explain the high prevalence (20–50%) of clinically elevated distress among cancer patients’ family caregivers [9,2,11–15].
The economic burden of cancer may have devastating effects on patients and families. One review of primarily American studies found that between 17% and 38% of families of terminally ill cancer patients lost most or all of their savings, and between 10% and 40% of families reported that someone had quit work in order to provide care [16]. A retrospective matched-cohort control analysis of United States (U.S.) databases and surveys of Medicare and private health insurance recipients also found substantial direct and indirect costs associated with having cancer [17]. These costs included deductibles, copayments, and reduced hours of employment among cancer patients and their caregivers. Loss of work productivity and financial strain, have, in turn, been associated with negative mental health and quality-of-life outcomes among cancer patients [18–19] and their caregivers [20–21].
Lung cancer has been found to have a greater economic impact on families than other cancers due to its high physical symptom burden and poor prognosis, resulting in expensive therapies and decreased workforce participation [17,22–23]. Among Americans with Medicare and private insurance, direct medical costs associated with lung cancer have been found to be higher than those of other prevalent cancers [17,22]. In addition, family caregivers of lung cancer patients appear to experience substantial economic burden. One recent study estimated that the average total economic burden for caregivers of lung and colorectal cancer patients in the U.S., including time and productivity costs and out-of-pocket expenditures, was $14,000 over the first year following diagnosis [23]. Furthermore, in a large U.S. survey, caregivers of lung cancer patients were found to accrue higher time costs over the 2-year period following diagnosis than caregivers of patients with nine other cancer types [24].
Although researchers have estimated the costs of lung cancer care [17,22], little research has examined the extent to which caregivers of lung cancer patients experience vocational and social changes and major changes in family plans due to medical expenses. In addition, research has not focused on family caregivers of lung cancer patients with greater need for support services. It is important to identify the specific economic and social changes experienced by distressed family caregivers of lung cancer patients in order to inform interventions to mitigate their distress. Therefore, the primary goal of this study was to determine the prevalence of various economic and social changes among distressed family caregivers of lung cancer patients during the early phase of cancer care at comprehensive medical centers. In addition, we explored the extent to which demographic characteristics, patient and caregiver medical factors, caregiving burden (i.e., degree to which the patient needed assistance with activities of daily living), and caregiver anxiety and depressive symptoms were associated with several economic and social changes (i.e., loss of the major source of income for the family, caregivers’ reduced hours of employment, and caregivers’ loss of involvement in most of their social and leisure activities).
Methods
Participants and procedure
Following institutional review board approval, family caregivers of lung cancer patients were recruited by contacting eligible patients from the oncology clinics at Memorial Sloan-Kettering Cancer Center (New York, NY), Indiana University Simon Cancer Center (Indianapolis, IN), and the Roudebush VA Medical Center (Indianapolis, IN). Eligible lung cancer patients were English speakers who were within 12 weeks of their first visit to the oncology clinic. Patients with lung cancer recurrence were ineligible for this study. Patient eligibility was assessed via medical record review followed by consultation with oncologists. A research assistant approached the patient during a clinic visit to describe the study and invite participation. Interested patients identified their primary family caregiver (i.e., the person who is responsible for the majority of their unpaid, informal care) and provided consent to contact their caregiver and collect information on their lung cancer and its treatment from their medical records. Eligibility criteria for caregivers were: (1) English fluency; (2) 18 years of age or older; and (3) elevated distress as indicated by self-reported scores exceeding the clinical cutoff (>8) on the Anxiety or Depression subscales of the Hospital Anxiety and Depression Scale (HADS) [25–26] at the time of recruitment. A research assistant assessed caregivers for eligibility and obtained informed consent in clinic or via telephone. All caregivers who completed the HADS received a brochure describing psychosocial support services available at the study site.
At baseline, enrolled caregivers completed telephone assessments of their demographic and medical information and caregiving burden with respect to helping patients with activities of daily living. Three months later, caregivers’ anxiety and depressive symptoms and economic and social changes due to caregiving were assessed via telephone. Caregivers received $25 for each completed assessment.
Measures
Demographics
Caregivers reported their demographic information and indicated whether they lived with the patient and the nature of their relationship with the patient (e.g., spouse/partner, adult child).
Patient medical information
Information regarding the patient’s type and stage of lung cancer, weeks since diagnosis, and lung cancer treatment was obtained from medical records. At baseline and follow-up, caregivers also reported whether the patient had received chemotherapy, radiation, or surgery.
Caregiver medical conditions
A self-report version of the Charlson Comorbidity Index (CCI) [27–28] was used to evaluate caregivers’ medical comorbidities at baseline. This version of the CCI has been found to have adequate test-retest reliability and validity [28].
Economic and social changes due to caregiving
At follow-up, nine items from the Covinsky Family Impact Survey [29], used in the SUPPORT study [30], assessed economic and social changes due to caregiving. In addition, items from the Coping with Cancer Study [31–32] asked caregivers to indicate the number of hours worked per week before the patient’s diagnosis, any reduction in the number of hours worked per week since the diagnosis, and whether they ended involvement in most of their regular social and leisure activities since the diagnosis.
Caregiver anxiety and depressive symptoms
The 14-item Hospital Anxiety and Depression Scale [25] assessed caregivers’ symptoms of anxiety and depression during the past week at enrollment and follow-up. The HADS has been shown to be valid and reliable for use with the general population [26]. For the present research, coefficient alphas for Anxiety and Depression subscales were .69 and .76 at screening and .86 and .85 at follow-up, respectively.
Caregiving burden
Caregivers reported the extent to which the patient needed help with eight instrumental activities of daily living at baseline [33]. This valid measure of caregiving burden has been widely used with cancer patients’ caregivers [7,34]. Higher scores indicate less caregiving burden. Coefficient alpha for the present research was .79.
Statistical analyses
Descriptive statistics were computed to characterize demographic and medical information and caregivers’ anxiety and depressive symptoms, caregiving burden, and economic and social changes due to caregiving. Next, chi-square analyses and correlations were used to examine associations among demographic, medical, and psychosocial characteristics and three study outcomes (i.e., loss of the major source of income for the family, caregivers’ reduced hours of employment, and caregivers’ loss of involvement in most of their social and leisure activities). If multiple variables were significantly correlated with an outcome, we entered them into a logistic regression analysis with simultaneous predictor entry.
Results
Sample characteristics
Of the 234 potentially eligible lung cancer patients who were approached for this study, 97% (n = 227) identified a family caregiver. Most patients (97%, n = 221) provided consent for the research assistant to contact their caregiver and collect their medical information. The majority of caregivers (86%, n = 189) agreed to be screened for eligibility, 12% declined to participate, and 2% were unable to be reached via phone. The most common reasons for study refusal were personal stress, time constraints, and a desire to focus on the patient’s needs. Half of caregivers (50%, n = 95 of 189) met the clinical cutpoint (score ≥ 8) on the Anxiety or Depression subscale of the HADS. Most eligible distressed caregivers (95%, n = 90) provided informed consent for study participation. Eighty-three caregivers (92%) completed the initial phone assessment, and 74 caregivers completed the follow-up phone assessment (82% retention). Reasons for withdrawal prior to baseline or follow-up included time constraints, personal health problems, bereavement, and inability to reach the caregiver via phone.
Demographic and medical characteristics of the sample are presented in Table 1. Caregivers were, on average, 55 years old, married, female, Caucasian, and well-educated (mean = 15 years of education). The median annual household income was over $50,000 with a range of <$11,000 to over $100,000. Over half of caregivers were employed at enrollment and follow-up, and 7% decreased their employment over this time period. Most caregivers were spouses/partners (62%) or adult children (27%) of the patient. The majority of patients (57%) were diagnosed with stage III or IV non-small cell lung cancer. At baseline, patients were, on average, 8 weeks from the lung cancer diagnosis. On average, caregivers reported that the patient required minimal assistance with eight activities of daily living (M = 6.50, SD = 1.69). Five of the caregivers were bereaved at follow-up.
Table 1.
Sample characteristics (N = 74)
| Variable | n (%) | M (SD) | Range |
|---|---|---|---|
| Caregiver Sex—Female | 57 (77%) | ||
| Type of Relationship | |||
| Spouse/partner | 46 (62%) | ||
| Adult child | 20 (27%) | ||
| Sibling | 5 (7%) | ||
| Other relative | 3 (4%) | ||
| Caregiver lives with the patient | 55 (74%) | ||
| Caregiver Race/Ethnicity | |||
| Non-Hispanic White | 62 (84%) | ||
| African American/Black | 8 (11%) | ||
| Other | 4 (5%) | ||
| Caregiver Age (years) | 55 (12) | 29 to 80 | |
| Caregiver Marital Status | |||
| Married or marriage equivalent | 61(82%) | ||
| Divorced | 6 (8%) | ||
| Single | 7 (9%) | ||
| Caregiver Annual Household Income (median) | >$50,000 | <$11,000 to >$100,000 | |
| Caregiver Education (years) | 15 (3) | 8 to 27 | |
| Caregiver Employment Status from Enrollment to Follow-up | |||
| Increased employment | 2 (3%) | ||
| Decreased employment | 5 (7%) | ||
| Continued full or part-time employment | 40 (54%) | ||
| Continued to be unemployed | 2 (3%) | ||
| Not applicable (e.g., retired) | 25 (34%) | ||
| Caregiver has health insurance | 68 (92%) | ||
| Weeks since Patient’s Diagnosis at Enrollment | 8 (8) | .14 to 64 | |
| Non-small Cell Lung Cancer Stage (n = 69) | |||
| I | 15 (22%) | ||
| II | 10 (14%) | ||
| III | 19 (28%) | ||
| IV | 23 (33%) | ||
| Missing | 2 (3%) | ||
| Small Cell Lung Cancer Stage (n = 5) | |||
| Limited | 2 (40%) | ||
| Extensive | 2 (40%) | ||
| Missing | 1 (20%) | ||
| Type of Lung Cancer Treatment | |||
| Surgery | 31 (42%) | ||
| Chemotherapy | 51 (69%) | ||
| Radiation | 32 (43%) | ||
| Treatment Center | |||
| Memorial Sloan-Kettering Cancer Center (NY) | 36 (49%) | ||
| Indiana University Simon Cancer Center (IN) | 31 (42%) | ||
| Roudebush VA Medical Center (IN) | 7 (9%) | ||
Caregivers, on average, reported few medical conditions on the Charlson Comorbidity Index (M = .89, SD = 1.85). At follow-up, caregivers’ mean level of anxiety exceeded the clinical cutoff (score ≥ 8) (M = 10.07, SD = 4.06), whereas their mean level of depressive symptoms was below the cutoff (M = 6.49, SD = 3.94). Most caregivers (58/74, 78%) continued to meet the clinical cutoff for anxiety or depressive symptoms at follow-up.
Economic and social changes due to caregiving
Nearly three-fourths (55/74, 74%) of caregivers reported one or more adverse economic or social changes since the patient’s illness (see Table 2). The most common changes included caregivers’ disengagement from most of their regular social and leisure activities (41/73, 56%) and, among employed caregivers, hours of work lost due to the illness (22/49, 45%). The average number of hours of work lost each week due to the illness was 16 (SD = 13, range = 1–50). In addition, a sizable minority of caregivers reported that their family lost their major source of income (21/74, 28%) or made a major change in plans, such as delaying medical care for another family member or altering educational plans (16/74, 22%) because of the high cost of the illness. Nearly one-fifth of caregivers reported losing most or all of the family savings (13/73, 18%). Although 18% (13/74) of caregivers indicated that a family member made a major life change (e.g., quit work) to care for the patient, few caregivers reported that family members became ill or unable to function due to the stress of the illness (5/74, 7%).
Table 2.
Proportion of caregivers endorsing adverse economic and social changes
| Question | % Yes (No./Total) |
|---|---|
| Caregiver worked fewer hours each week since the patient’s diagnosisa | 45 (22/49) |
| A family member made a major life change to care for the patient | 18 (13/74) |
| Quit work or took time off from work | 7 (5/74) |
| Other life change | 11 (8/74) |
| Others in the family became ill or unable to function normally because of the stress of the illness | 7 (5/74) |
| Most or all of the family savings were lost | 18 (13/73) |
| A major source of family income was lost | 28 (21/74) |
| A major change in family plans was made because of the cost of the illnessb | 22 (16/74) |
| Moved to a less expensive home | 1 (1/74) |
| Delayed medical care for another family member | 8 (6/74) |
| Altered educational plans for another family member | 5 (4/74) |
| Other change | 9 (7/74) |
| Since the patient’s illness, the caregiver no longer engaged in most of his or her regular social/leisure activities | 56 (41/73) |
| Reported any of the above adverse changes | 74 (55/74) |
Only caregivers who reported working before the diagnosis responded to this question.
Percentages add to greater than 22% because more than one change in family plans could be reported per caregiver.
We examined the extent to which caregiver characteristics (i.e., demographics, medical comorbidities, and anxiety and depressive symptoms) and patient medical factors were associated with loss of the major source of family income, caregivers’ reduced hours of employment, and caregivers’ loss of involvement in most of their social and leisure activities. Anxiety and depressive symptom subscales were combined into one scale for all analyses, as the subscales were highly correlated (r = .73). Losing the major source of family income was positively associated with the patient’s receipt of surgery, (odds ratio = 3.07, 95% CI = 1.07 to 8.77; χ2 (1, N = 73) = 4.56, p < .05), and caregivers’ anxiety and depressive symptoms at follow-up, r = .31, p < .01. Logistic regression revealed that these two variables correctly classified 69% of the sample with regard to loss of the major source of family income and both variables uniquely predicted this outcome (see Table 3). None of the caregiver characteristics and patient medical factors were significantly associated with caregivers’ reduced hours of employment. Finally, caregivers’ loss of involvement in most of their regular social and leisure activities was associated with younger age, r = −.28, p < .05, greater anxiety and depressive symptoms at follow-up, r = .56, p < .001, and the patient’s receipt of chemotherapy, (odds ratio = 3.21, 95% CI = 1.13 to 9.09; χ2 (1, N = 73) = 5.02, p < .05). In the logistic regression, these three variables correctly classified 84% of the sample with regard to loss of involvement in social and leisure activities, but only greater anxiety and depressive symptoms was a significant unique predictor of this outcome (see Table 3).
Table 3.
Logistic regression analyses predicting loss of income and social or leisure activities
| Outcome | Predictors | β | Wald Chi-square (df = 1) | Odds ratio | 95% CI for odds ratio |
|---|---|---|---|---|---|
| A major source of family income was lost | |||||
| Patient’s receipt of surgerya | 1.62* | 6.70 | 5.07 | 1.48 to 17.36 | |
| Caregiver anxiety and depressive symptoms | .13** | 8.04 | 1.14 | 1.04 to 1.25 | |
| Since the patient’s illness, the caregiver no longer engaged in most of his or her regular social/leisure activities | |||||
| Patient’s receipt of chemotherapya | 1.10 | 2.64 | 2.99 | .80 to 11.23 | |
| Caregiver age | −.04 | 1.77 | .96 | .91 to 1.02 | |
| Caregiver anxiety and depressive symptoms | .23*** | 14.26 | 1.25 | 1.11 to 1.41 | |
Note. n = 73. CI = confidence interval.
Coded 0 = no, 1 = yes.
p < .05.
p < .01.
p < .001.
Discussion
The majority (74%) of distressed family caregivers of lung cancer patients experienced one or more adverse economic or social changes since the patient’s illness. The most prevalent changes included caregivers’ loss of involvement in most of their regular social and leisure activities (56%) and, among employed caregivers, reduced hours of employment due to the illness (45%). In addition, a substantial minority of caregivers lost the main source of family income (28%) or made a major change (e.g., delaying medical care for another family member) (22%) in family plans due to the cost of the illness. Other caregivers reported that family members made major life changes (e.g., quit work) to care for the patient (18%), or that their family lost most or all of their savings since the patient’s illness (18%). These hardships occurred even though most caregivers were middle to upper class and 92% had health insurance. The present findings are consistent with results from the SUPPORT study that showed prevalent caregiving and economic burdens among the families of hospitalized adults with cancer and other serious illnesses in the U.S. [29]. The current results also extend prior analyses of the costs associated with lung cancer [17,23,22] by documenting a range of adverse economic and social changes from the perspective of distressed caregivers of lung cancer patients. The high prevalence and severity of these changes and the association of some changes (i.e., loss of the major source of family income and loss of involvement in most social and leisure activities) with greater caregiver distress underscore the impact of lung cancer on the family’s well-being and financial security.
Loss of the major source of family income also was associated with the patient’s receipt of surgery. We did not collect data on patients’ employment status and, thus, could not determine whether patients with resectable lung cancer were more likely to end their employment following the diagnosis than those with unresectable disease. Although caregivers’ employment status and reduced hours at work were not associated with the patient’s receipt of surgery (data not shown), other family members may have quit work in order to care for the patient following surgery. Caregivers’ reduced hours of employment were not significantly associated with any caregiver characteristics or patient medical factors, which may be due to limited demographic variability. Further research is needed to examine the relationships among medical factors, socioeconomic variables, and vocational and economic changes in families coping with lung cancer.
Limitations of this study and directions for future research should be noted. First, the sample primarily consisted of Caucasian, middle class women with health insurance. Further research is needed to determine the extent to which these findings generalize to diverse populations. In addition, the relatively small sample size limited the statistical power for detecting significant correlates of study outcomes. Research with larger samples is required to replicate and extend the present results. Other study limitations include the cross-sectional assessment of economic and social changes and the subjective assessment of these changes. For example, although we assumed that loss of most or all of one’s savings, regardless of the amount, would be a severe financial burden, we did not estimate the family’s actual expenses and the extent to which these expenses were shared by the patient and caregiver. Future research may incorporate objective and subjective assessments of economic and social changes over the course of the illness. Such research may include the perspectives of multiple family members, as prior research has found only moderate agreement between seriously ill patients and their surrogates about the family’s financial and caregiving burdens [29].
The present findings have significant implications for future research and clinical practice. First, findings point to high rates of clinically elevated distress and adverse economic and social changes among family caregivers of lung cancer patients. Research is needed to further identify subgroups of caregivers who experience severe caregiving and financial burdens. The development and evaluation of interventions that are tailored to the economic and vocational needs of lung cancer patients’ caregivers is another important direction for future research. Multidisciplinary efforts are warranted to address caregivers’ practical concerns, health maintenance, and psychosocial needs. As a greater proportion of cancer care occurs at home [3–4], continued study of the burdens that home care places on the family will inform clinical care and health policy efforts.
Acknowledgments
This study was supported by Grant No. R03CA139862 from the National Cancer Institute. CM was supported by F32CA130600 from the National Cancer Institute and KL2 RR025760 (A. Shekhar, PI) from the National Center for Research Resources. The authors would like to thank the study participants, the thoracic oncology teams at Memorial Sloan-Kettering Cancer Center, Indiana University Simon Cancer Center, and the Roudebush VA Medical Center, Scarlett Ho, Aigul Amankeldi, Shannon M. Christy, and undergraduate students for their assistance.
Footnotes
Conflict of Interest
The authors do not have any conflicts of interest to disclose. The authors have full control of all primary data and agree to allow the journal to review their data if requested.
References
- 1.Kim Y, Given BA. Quality of life of family caregivers of cancer survivors: across the trajectory of the illness. Cancer. 2008;112:2556–2568. doi: 10.1002/cncr.23449. [DOI] [PubMed] [Google Scholar]
- 2.Braun M, Mikulincer M, Rydall A, Walsh A, Rodin G. Hidden morbidity in cancer: Spouse caregivers. J Clin Oncol. 2007;25:4829–4834. doi: 10.1200/JCO.2006.10.0909. [DOI] [PubMed] [Google Scholar]
- 3.Given BA, Given CW, Kozachik S. Family support in advanced cancer. CA Cancer J Clin. 2001;51:213–231. doi: 10.3322/canjclin.51.4.213. [DOI] [PubMed] [Google Scholar]
- 4.Bailes JS. Health care economics of cancer in the elderly. Cancer. 1997;80:1348–1350. [PubMed] [Google Scholar]
- 5.Nijboer C, Tempelaar R, Sanderman R, Triemstra M, Spruijt RJ, van den Bos GA. Cancer and caregiving: the impact on the caregiver’s health. Psychooncology. 1998;7:3–13. doi: 10.1002/(SICI)1099-1611(199801/02)7:1<3::AID-PON320>3.0.CO;2-5. [DOI] [PubMed] [Google Scholar]
- 6.Stajduhar K, Funk L, Toye C, Grande G, Aoun S, Todd C. Part 1: Home-based family caregiving at the end of life: a comprehensive review of published quantitative research (1998–2008) Palliat Med. 2010;24:573–593. doi: 10.1177/0269216310371412. [DOI] [PubMed] [Google Scholar]
- 7.Gaugler JE, Hanna N, Linder J, Given CW, Tolbert V, Kataria R, Regine WF. Cancer caregiving and subjective stress: A multi-site, multi-dimensional analysis. Psychooncology. 2005;14:771–785. doi: 10.1002/pon.916. [DOI] [PubMed] [Google Scholar]
- 8.Molassiotis A, Wilson B, Blair S, Howe T, Cavet J. Unmet supportive care needs, psychological well-being and quality of life in patients living with multiple myeloma and their partners. Psychooncology. 2011;20:88–97. doi: 10.1002/pon.1710. [DOI] [PubMed] [Google Scholar]
- 9.Östlund U, Wennman-Larsen A, Persson C, Gustavsson P, Wengström Y. Mental health in significant others of patients dying from lung cancer. Psychooncology. 2010;19:29–37. doi: 10.1002/pon.1433. [DOI] [PubMed] [Google Scholar]
- 10.van Ryn M, Sanders S, Kahn K, van Houtven C, Griffin JM, Martin M, Atienza AA, Phelan S, Finstad D, Rowland J. Objective burden, resources, and other stressors among informal cancer caregivers: a hidden quality issue? Psychooncology. 2011;20:44–52. doi: 10.1002/pon.1703. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Siegel K, Karus DG, Raveis VH, Christ GH, Mesagno FP. Depressive distress among the spouses of terminally ill cancer patients. Cancer Pract. 1996;4:25–30. [PubMed] [Google Scholar]
- 12.Carmack Taylor CL, Badr H, Lee JH, Fossella F, Pisters K, Gritz ER, Schover L. Lung cancer patients and their spouses: psychological and relationship functioning within 1 month of treatment initiation. Ann Behav Med. 2008;36:129–140. doi: 10.1007/s12160-008-9062-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Kim Y, Duberstein PR, Sörensen S, Larson MR. Levels of depressive symptoms in spouses of people with lung cancer: Effects of personality, social support, and caregiving burden. Psychosomatics. 2005;46:123–130. doi: 10.1176/appi.psy.46.2.123. [DOI] [PubMed] [Google Scholar]
- 14.Grunfeld E, Coyle D, Whelan T, Clinch J, Reyno L, Earle CC, Willan A, Viola R, Coristine M, Janz T, Glossop R. Family caregiver burden: results of a longitudinal study of breast cancer patients and their principal caregivers. Can Med Assoc J. 2004;170:1795–1801. doi: 10.1503/cmaj.1031205. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Pitceathly C, Maguire P. The psychological impact of cancer on patients’ partners and other key relatives: a review. Eur J Cancer. 2003;39:1517–1524. doi: 10.1016/s0959-8049(03)00309-5. [DOI] [PubMed] [Google Scholar]
- 16.Hanratty B, Holland P, Jacoby A, Whitehead M. Financial stress and strain associated with terminal cancer--a review of the evidence. Palliat Med. 2007;21:595–607. doi: 10.1177/0269216307082476. [DOI] [PubMed] [Google Scholar]
- 17.Chang S, Long SR, Kutikova L, Bowman L, Finley D, Crown WH, Bennett CL. Estimating the cost of cancer: results on the basis of claims data analyses for cancer patients diagnosed with seven types of cancer during 1999 to 2000. J Clin Oncol. 2004;22:3524–3530. doi: 10.1200/JCO.2004.10.170. [DOI] [PubMed] [Google Scholar]
- 18.Ell K, Xie B, Wells A, Nedjat-Haiem F, Lee PJ, Vourlekis B. Economic stress among low-income women with cancer: effects on quality of life. Cancer. 2008;112:616–625. doi: 10.1002/cncr.23203. [DOI] [PubMed] [Google Scholar]
- 19.Sharp L, Carsin AE, Timmons A. Associations between cancer-related financial stress and strain and psychological well-being among individuals living with cancer. Psychooncology. doi: 10.1002/pon.3055. (in press) [DOI] [PubMed] [Google Scholar]
- 20.Mazanec SR, Daly BJ, Douglas SL, Lipson AR. Work productivity and health of informal caregivers of persons with advanced cancer. Res Nurs Health. 2011;34:483–495. doi: 10.1002/nur.20461. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Wadhwa D, Burman D, Swami N, Rodin G, Lo C, Zimmermann C. Quality of life and mental health in caregivers of outpatients with advanced cancer. Psychooncology. doi: 10.1002/pon.2104. (in press) [DOI] [PubMed] [Google Scholar]
- 22.Yabroff KR, Lamont EB, Mariotto A, Warren JL, Topor M, Meekins A, Brown ML. Cost of care for elderly cancer patients in the United States. J Natl Cancer Inst. 2008;100:630–641. doi: 10.1093/jnci/djn103. [DOI] [PubMed] [Google Scholar]
- 23.Van Houtven CH, Ramsey SD, Hornbrook MC, Atienza AA, van Ryn M. Economic burden for informal caregivers of lung and colorectal cancer patients. Oncologist. 2010;15:883–893. doi: 10.1634/theoncologist.2010-0005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Yabroff KR, Kim Y. Time costs associated with informal caregiving for cancer survivors. Cancer. 2009;115:4362–4373. doi: 10.1002/cncr.24588. [DOI] [PubMed] [Google Scholar]
- 25.Zigmond AS, Snaith RP. The hospital anxiety and depression scale. Acta Psychiatr Scand. 1983;67:361–370. doi: 10.1111/j.1600-0447.1983.tb09716.x. [DOI] [PubMed] [Google Scholar]
- 26.Bjelland I, Dahl AA, Haug TT, Neckelmann D. The validity of the Hospital Anxiety and Depression Scale: An updated literature review. J Psychosom Res. 2002;52:69–77. doi: 10.1016/s0022-3999(01)00296-3. [DOI] [PubMed] [Google Scholar]
- 27.Charlson ME, Pompei P, Ales KL, MacKenzie CR. A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987;40:373–383. doi: 10.1016/0021-9681(87)90171-8. [DOI] [PubMed] [Google Scholar]
- 28.Katz JN, Chang LC, Sangha O, Fossel AH, Bates DW. Can comorbidity be measured by questionnaire rather than medical record review? Med Care. 1996;34:73–84. doi: 10.1097/00005650-199601000-00006. [DOI] [PubMed] [Google Scholar]
- 29.Covinsky KE, Goldman L, Cook EF, Oye R, Desbiens N, Reding D, Fulkerson W, Connors AF, Jr, Lynn J, Phillips RS. The impact of serious illness on patients’ families. SUPPORT Investigators. Study to Understand Prognoses and Preferences for Outcomes and Risks of Treatment. JAMA. 1994;272:1839–1844. doi: 10.1001/jama.272.23.1839. [DOI] [PubMed] [Google Scholar]
- 30.The SUPPORT Principal Investigators. A controlled trial to improve care for seriously ill hospitalized patients. The study to understand prognoses and preferences for outcomes and risks of treatments (SUPPORT). The SUPPORT Principal Investigators. JAMA. 1995;274:1591–1598. [PubMed] [Google Scholar]
- 31.Vanderwerker LC, Laff RE, Kadan-Lottick NS, McColl S, Prigerson HG. Psychiatric disorders and mental health service use among caregivers of advanced cancer patients. J Clin Oncol. 2005;23:6899–6907. doi: 10.1200/JCO.2005.01.370. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Tucker-Seeley RD, Abel G, Prigerson HG. Racial differences in the impact of financial hardship on the intensity of end-of-life cancer care. Paper presented at the American Society of Clinical Oncology; Chicago, IL. 2012. [Google Scholar]
- 33.Lawton MP, Brody EM. Assessment of older people: self-maintaining and instrumental activities of daily living. Gerontologist. 1969;9:179–186. [PubMed] [Google Scholar]
- 34.Cherlin EJ, Barry CL, Prigerson HG, Green DS, Johnson-Hurzeler R, Kasl SV, Bradley EH. Bereavement services for family caregivers: how often used, why, and why not. J Palliat Med. 2007;10:148–158. doi: 10.1089/jpm.2006.0108. [DOI] [PubMed] [Google Scholar]
