Abstract
Background
A discussion about patient's nonmedical needs during treatment is considered a crucial component of high‐quality patient–provider communication. We examined whether having a patient–provider discussion about cancer patients’ emotional and social needs is associated with their psychological well‐being.
Methods
Using the 2016–2017 Medical Expenditure Panel Survey‐Experiences with Cancer Survivorship Supplement (MEPS–ECSS) data, we identified the cancer survivors in the United States (US) who reported having a detailed discussion about emotional and social needs during cancer care. We used multivariable logistic regression to assess the association between having a patient–provider discussion and the patients’ psychological well‐being outcomes (depressive symptoms, severe psychological distress, and worrying about cancer recurrence/worsening condition) and benefit finding experience after a cancer diagnosis.
Results
Among 1433 respondents (equivalent to 13.8 million cancer survivors in the US), only 33.6% reported having a detailed patient–provider discussion about their emotional and social needs. Having a discussion was associated with 55% lower odds (odds ratio [OR], 0.45; 95% confidence interval [CI], 0.26–0.77) of having depressive symptoms and 97% higher odds (OR, 1.97; 95% CI, 1.46–2.66) of having benefit finding experience. There was no statistically significant association between patient–provider discussion and psychological distress or worrying about cancer recurrence/worsening.
Conclusion
Detailed patient–provider discussion about the cancer patients’ emotional and social needs was associated with a lower likelihood of depressive symptoms and a higher likelihood of experiencing benefit finding. These findings stress the importance of improving the patient–provider discussion about psychosocial needs in cancer survivorship.
Effective patient–provider communication is an integral part of delivering high‐quality cancer care. Study findings suggest that patient–provider discussions about emotional and social needs have a positive impact on mental health outcomes and attitudes toward cancer.
1. INTRODUCTION
A cancer diagnosis leads to a number of stressors, such as fear of death, family strain, and financial concerns, that span the cancer care continuum. 1 , 2 , 3 , 4 Thus, effective and supportive patient–provider communication is required for patients and their families to help meet their physical, emotional, social, psychological, and informational needs during cancer treatment. 5 , 6 , 7 , 8 However, patients often find it difficult to talk about their worries and other social needs due to fear of discomfort, embarrassment, or disappointment (e.g., provider's unwillingness to address patients’ concerns). 9 , 10 Providers may also lack the skills or time necessary to address patients’ emotional or social concerns and tend to avoid discussing patients’ emotional and social issues when they feel incapable of addressing them. 10 Consequently, many cancer survivors—ranging from 22% to 58% depending on cancer type—experience psychological impairments such as depression, anxiety, and loneliness. 11 , 12 , 13 It is well‐established that psychological distress and depression can have devastating outcomes on cancer survivors, such as worse health‐related quality of life (HRQoL) and a higher risk of cancer‐related mortality or suicide. 14 , 15 , 16 , 17
Effective patient–provider communication is an integral part of delivering high‐quality cancer care, which helps build a therapeutic relationship between patients and providers. 5 High‐quality patient–provider communication can improve patient engagement in clinical decision‐making, 18 , 19 adherence to medical recommendations, 20 higher patient satisfaction, 21 , 22 , 23 and resilience in cancer survivorship. 6 Studies have demonstrated that overall satisfaction with patient–provider communication is associated with better HRQoL and reduced healthcare expenditures. 23 , 24 , 25 , 26 For example, a recent study of 4,588 cancer survivors found that higher patient satisfaction was associated with higher SF‐12 physical and mental component scores (14%–18% higher) and lower total healthcare expenditures (up to 20% lower in individuals aged >64 years) due to lower rates of hospital admissions and ED visits. 23
Understanding a patient's psychosocial context, such as their emotional or non‐medical needs, is a critical component of high‐quality, patient–provider communication. 27 , 28 , 29 To date, however, there are limited studies that quantitatively examine what elements of patient–provider communication lead to improved health outcomes, especially mental health outcomes (e.g., distress and resilience). To address this gap, we examine whether having a patient–provider discussion about patients’ emotional and social needs is associated with measures of psychological well‐being among cancer patients. Given the relationship between psychosocial care and benefit finding (e.g., adaptive coping, optimism, resilience), 17 , 27 , 28 , 29 we also assess the association of having such communication with patients’ attitudes toward living with cancer as a secondary outcome. Evidence of effective communication could help guide efforts to improve patient–provider relationships, development of coping strategies, and quality of life during the course of cancer treatment.
2. METHODS
2.1. Data and study population
We analyzed the 2016–2017 Medical Expenditure Panel Survey‐Experiences with Cancer Survivorship Supplement (MEPS‐ECSS) data, a nationally representative survey of a non institutionalized U.S. population with a history of cancer that collects information on the burden of cancer care and its impact on health care utilization and expenditure. 30 The MEPS‐ECSS was administered to a randomly selected subsample of the households responding to the 2015–2016 National Health Interview Survey with a response rate of 81.8% (overall MEPS response rate was 45.1% in 2016–2017). 31
The study population included 1929 individuals aged 18 years or older who had a confirmed cancer diagnosis. We excluded individuals diagnosed with non‐melanoma or unknown type of skin cancer (n = 404), given its minimal impact on cancer survivorship, consistent with previous work on cancer burden. 32 , 33 We also excluded those with unknown history of cancer treatment or being never treated (n = 92) to avoid misclassification errors for patient–provider discussion during cancer care. The final analytic sample consisted of 1433 cancer survivors. This study was deemed exempt from review by the University of Florida Institutional Review Board because we used deidentified, publicly available data. We followed the STROBE (Strengthening the Reporting of Observational Studies in Epidemiology) reporting guidelines. 34
2.2. Exposure: patient–provider discussion about emotional and social needs
Patient–provider discussion about emotional and social needs during cancer care was measured by a question: “At any time since you were first diagnosed with cancer, did any doctor or other healthcare provider, discuss your emotional or social needs related to your cancer, its treatment, or the lasting effects of that treatment?” Possible response options included: (1) “discussed it with me in detail,” (2) “briefly discussed it with me,” (3) “did not discussed it at all,” and (4) “I don't remember.” We classified respondents into the discussion or non‐discussion group based on whether they reportedly had indicated patient–provider discussions (set to 1 and 0, respectively). Considering complexities in effective relationship building between patients and providers, 7 , 8 , 35 , 36 we assumed that patients derived little or no benefit from patient–provider conversations that were short or forgotten. Thus, we excluded individuals that reported brief patient–provider discussions from our main analysis and included these individuals in our sensitivity analyses to examine whether defining discussion differently (e.g., brief discussion included in the definition of discussion) affected the results.
2.3. Outcome measures
Outcome measures included indicators of psychological well‐being (i.e., depressive symptoms, severe psychological distress, and worrying about cancer recurrence/worsening) and benefit finding experience (e.g., positive attitudes towards living with cancer).
2.3.1. Depressive symptoms
Depressive symptoms were assessed using the 2‐item Patient Health Questionnaire (PHQ‐2), which has shown to be sensitive in detecting and monitoring depression symptoms. The PHQ‐2 scores range from 0 to 6, and having probable depression was defined if the score was 3 or greater (sensitivity of 83% and specificity of 92% for identifying major depression). 37 The internal consistency of the PHQ‐2 items in this study was good (Cronbach's alpha = 0.833).
2.3.2. Severe psychological distress
Psychological distress was assessed using the Kessler Index (K6), which is a widely used measure to screen for psychological distress, including nervousness, hopelessness, fidgetiness, sadness, effort, and worthlessness. The K6 score ranges from 0 to 24, and having severe psychological distress was defined as having a score of 13 or higher (sensitivity of 83% and specificity of 92% for identifying severe mental distress). 38 The internal consistency of the K6 items was excellent (Cronbach's alpha = 0.953).
2.3.3. Worrying about cancer recurrence/worsening condition
Self‐reported concern related to cancer recurrence or worsening was assessed with a question “How often do you worry that your cancer may come back or get worse?” Response scales ranged from 0 (never) to 5 (all the time). Worrying about cancer recurrence/worsening condition was determined if responses were “often” or “all the time.” 33 , 39
2.3.4. Benefit findings
Four binary questions were used to assess participants’ attitudes toward living with cancer:
It has made me a stronger person.
I can cope better with life's challenges.
It became a reason to make positive changes in my life.
It has made me have healthier habits.
We used these four items to create one summary item measuring patients’ benefit findings. Participants reporting at least two “yes” responses for any of the four items were categorized as having benefit finding experience. The internal consistency of the four items was good (Cronbach's alpha = 0.820).
2.4. Other covariates
As for covariates, we included sample characteristics including quartile age groups (18–54, 55–64, 65–74, 75+), sex, race/ethnicity (non‐Hispanic White, non‐Hispanic Black, Hispanic, Other race), education (less than high school, high school graduate, some college or higher), family income (low income [<200% of federal poverty level (FPL)], middle income [200%‐400% FPL], and high income [>400% FPL]), employment, marital status, census region (Northeast, Midwest, South, and West), type of health insurance (any private, any public, and uninsured), the number of comorbid conditions (hypertension, hyperlipidemia, diabetes, heart diseases, asthma, emphysema, and chronic obstructive pulmonary disease), cancer site (breast, prostate, melanoma, colon, cervical, uterus, lung, lymphoma, bladder, other, and multiple sites), and time since last cancer treatment (on current treatment, 1–4 years, 5–10 years, >10 years).
2.5. Statistical analysis
We used descriptive statistics to characterize the study population by the exposure status (patient–provider discussion) using Wald Chi‐square tests. We then examined the association between having patient–provider discussions about emotional and social needs and the outcome measures described above (i.e., depressive symptoms, severe psychological distress, worrying about cancer recurrence/worsening condition, and benefit finding experience) by fitting multivariable logistic regression models. The initial covariate selection was based on previous studies on mental health outcomes and HRQoL among cancer survivors 40 , 41 and included in the adjusted analyses based on statistical significance observed (p < 0.25) in bivariate analyses.
We also tested the robustness of the main findings by differing the definition of the patient–provider discussion: (1) excluding those who reported “I don't remember” for whether they had the discussion from the study sample, (2) including only those who reported having a brief patient–provider discussion, and (3) including both detailed and brief discussions combined in the discussion group. We repeated the analyses to assess whether the results differ when including (4) those with non‐melanoma or unknown skin cancer type, (5) those on current treatment only, and (6) those with post‐treatment status only. Recommended survey weight, stratum, and cluster variables were used to account for the complex MEPS survey design and produce nationally representative estimates. Two‐tailed p < 0.05 was considered statistically significant. All analyses were performed using SAS statistical software (version 9.4; SAS Institute) from January to July 2020.
3. RESULTS
3.1. Sample characteristics
Of the 1433 individuals studied (equivalent to a weighted population estimate of 13.8 million cancer survivors in the United States), 33.6% reported having detailed discussions about their emotional and social needs with the provider during cancer care. Table 1 summarizes the characteristics of the study population stratified by whether they had detailed patient–provider discussion about emotional and social needs. Cancer survivors who reported having the discussion were more likely to be younger (34.6% aged under 75 vs. 24.9% aged 75+), racial/ethnic minorities (49.0% non‐Hispanic Blacks vs. 28.7% non‐Hispanic Whites), or married (35.0% married vs. 27.7% not married). By cancer type, those with bladder cancer (41.0%), prostate (39.8%), or breast (36.7%) had a higher prevalence of having the patient–provider discussion.
TABLE 1.
Patient–Provider Discussion | ||||
---|---|---|---|---|
Total Sample | No | Yes | ||
Sample n = 1433 | Sample n = 951 | Sample n = 482 | ||
Population Estimate = 13 771 408 | Population Estimate = 9 382 324 | Population Estimate = 4 389 085 | ||
No. (Weighted %) a | Weighted Row % (95% CI) a | Weighted Row % (95% CI) a | p‐value | |
Age group | 0.0130 | |||
18–54 | 291 (20.2) | 65.3 (58.6–72.0) | 34.7 (28.0–41.4) | |
55–64 | 306 (21.8) | 63.4 (56.4–70.4) | 36.6 (29.6–43.6) | |
65–74 | 428 (29.7) | 66.9 (61.8–72.0) | 33.1 (28.0–38.2) | |
75+ | 408 (28.2) | 75.1 (70.2–80.0) | 24.9 (20.0–29.8) | |
Sex | 0.5771 | |||
Male | 569 (40.8) | 67.1 (62.1–72.1) | 32.9 (27.9–37.9) | |
Female | 864 (59.2) | 68.8 (65.1–72.5) | 31.2 (27.5–34.9) | |
Race/ethnicity | 0.0003 | |||
Non‐Hispanic White | 1009 (80.4) | 71.3 (67.8–74.7) | 28.7 (25.3–32.2) | |
Non‐Hispanic Black | 182 (7.4) | 51.0 (42.3–59.7) | 49.0 (40.3–57.7) | |
Hispanic | 172 (7.3) | 61.2 (51.6–70.9) | 38.8 (29.1–48.4) | |
Other | 70 (5.0) | 52.6 (38.0–67.3) | 47.4 (32.7–62.0) | |
Marital status | 0.0116 | |||
Not married | 669 (42.8) | 72.3 (68.3–76.3) | 27.7 (23.7–31.7) | |
Married | 764 (57.2) | 65.0 (60.9–69.1) | 35.0 (30.9–39.1) | |
Education | 0.5328 | |||
Less than high school graduate | 271 (13.9) | 67.0 (60.8–73.3) | 33.0 (26.7–39.2) | |
High school graduate | 595 (41.1) | 69.9 (65.4–74.4) | 30.1 (25.6–34.6) | |
Some college or more | 567 (44.9) | 66.8 (62.3–71.3) | 33.2 (28.7–37.7) | |
Family income | 0.0693 | |||
Low income (FPL <200%) | 515 (27.2) | 62.9 (57.4–68.3) | 37.1 (31.7–42.6) | |
Middle income (FPL 200–400%) | 336 (23.1) | 70.7 (65.3–76.0) | 29.3 (24.0–34.7) | |
High Income (FPL >400%) | 582 (49.7) | 69.8 (65.4–74.2) | 30.2 (25.8–34.6) | |
Employment | 0.1281 | |||
Not employed | 954 (63.2) | 69.9 (66.4–73.3) | 30.1 (26.7–33.6) | |
Employed | 479 (36.8) | 65.2 (59.9–70.4) | 34.8 (29.6–40.1) | |
Region | 0.3112 | |||
Northeast | 278 (18.9) | 70.4 (62.0–78.8) | 29.6 (21.2–38.0) | |
Midwest | 320 (23.6) | 68.8 (62.9–74.7) | 31.2 (25.3–37.1) | |
South | 549 (37.7) | 64.8 (60.6–69.1) | 35.2 (30.9–39.4) | |
West | 286 (19.7) | 71.5 (65.0–78.0) | 28.5 (22.0–35.0) | |
Current health insurance | 0.3317 | |||
Private | 837 (64.1) | 69.3 (65.6–73.0) | 30.7 (27.0–34.4) | |
Public | 566 (33.9) | 66.7 (61.7–71.7) | 33.3 (28.3–38.3) | |
Uninsured | 30 (2) | 54.1 (30.6–77.6) | 45.9 (22.4–69.4) | |
Number of chronic conditions b | 0.4091 | |||
0 | 263 (19.4) | 70.7 (63.8–77.5) | 29.3 (22.5–36.2) | |
1 | 342 (23.5) | 71.3 (66.0–76.6) | 28.7 (23.4–34.0) | |
2 | 308 (22.6) | 65.4 (59.3–71.5) | 34.6 (28.5–40.7) | |
3+ | 520 (34.5) | 66.3 (60.7–71.9) | 33.7 (28.1–39.3) | |
Time since last cancer treatment | 0.7429 | |||
On treatment | 477 (31.5) | 66.1 (61.3–71.0) | 33.9 (29.0–38.7) | |
Post‐treatment 1 to <5 years ago |
284 (20.4) | 69.7 (63.2–76.2) | 30.3 (23.8–36.8) | |
5 to <10 years ago | 247 (17.5) | 67.0 (60.0–74.1) | 33.0 (25.9–40.0) | |
10+ years ago | 425 (30.6) | 69.8 (64.4–75.1) | 30.2 (24.9–35.6) | |
Cancer site | <0.0001 | |||
Breast | 352 (25.6) | 63.3 (57.7–68.9) | 36.7 (31.1–42.3) | |
Prostate | 200 (13.6) | 60.2 (53.6–66.8) | 39.8 (33.2–46.4) | |
Melanoma | 94 (7.4) | 87.4 (81.4–93.5) | 12.6 (6.5–18.6) | |
Colon | 98 (6) | 66.9 (55.4–78.4) | 33.1 (21.6–44.6) | |
Cervical | 88 (5.7) | 74.3 (63.9–84.8) | 25.7 (15.2–36.1) | |
Uterus | 63 (3.8) | 82.3 (72.2–92.4) | 17.7 (7.6–27.8) | |
Lung | 47 (3.6) | 71.3 (57.7–85.0) | 28.7 (15.0–42.3) | |
Lymphoma | 44 (3.1) | 64.0 (47.8–80.1) | 36.0 (19.9–52.2) | |
Bladder | 39 (3.4) | 59.0 (40.4–77.7) | 41.0 (22.3–59.6) | |
Other c | 279 (19.1) | 68.9 (62.4–75.3) | 31.1 (24.7–37.6) | |
Multiple sites | 129 (8.7) | 71.0 (62.4–79.5) | 29.0 (20.5–37.6) |
Abbreviation: FPL, federal poverty level
Estimates are weighted to be nationally representative using recommended weighting, stratification, and clustering by the Agency for Healthcare Research and Quality
Including hypertension, hyperlipidemia, diabetes, heart diseases, asthma, emphysema, and chronic obstructive pulmonary disease
Including bone, brain, esophagus, gallbladder, kidney, larynx, liver, mouth, pancreas, stomach, throat, and thyroid.
3.2. Psychological well‐being
The crude prevalence of psychological well‐being indicators is presented in Figure 1. We found no evidence of statistically significant differences between the discussion and non‐discussion groups. However, after adjusting for covariates, respondents in the discussion group had significantly lower odds of depressive symptoms (OR, 0.45; 95% CI, 0.26–0.77, p = 0.004; Table 2).
TABLE 2.
PHQ2‐Depression Symptoms | K6‐Psychological Distress | Worry about cancer recurrence/getting worse | Positive Attitudes toward cancer care | |||||
---|---|---|---|---|---|---|---|---|
Odds Ratio (95% CI) a |
p value |
Odds Ratio (95% CI) a |
p value |
Odds Ratio (95% CI) a |
p value |
Odds Ratio (95% CI) a |
p value | |
Patient–provider discussion about emotional/social needs | ||||||||
No | 1.00 (Ref.) | 1.00 (Ref.) | 1.00 (Ref.) | 1.00 (Ref.) | ||||
Yes | 0.45 (0.26–0.77) | 0.004 | 0.60 (0.28–1.29) | 0.1882 | 0.97 (0.68–1.38) | 0.8571 | 1.97 (1.46–2.66) | <0.0001 |
Age group | ||||||||
18–54 | 1.00 (Ref.) | 1.00 (Ref.) | 1.00 (Ref.) | 1.00 (Ref.) | ||||
55–64 | 0.54 (0.26–1.12) | 0.0974 | 0.24 (0.10–0.60) | 0.0024 | 0.43 (0.27–0.70) | 0.0007 | 0.60 (0.38–0.94) | 0.0258 |
65–74 | 0.27 (0.14–0.51) | <.0001 | 0.16 (0.07–0.37) | <.0001 | 0.25 (0.16–0.39) | <.0001 | 0.64 (0.39–1.04) | 0.0729 |
75+ | 0.09 (0.04–0.19) | <.0001 | 0.04 (0.01–0.14) | <.0001 | 0.15 (0.09–0.26) | <.0001 | 0.52 (0.30–0.88) | 0.0155 |
Sex | ||||||||
Male | 1.00 (Ref.) | 1.00 (Ref.) | 1.00 (Ref.) | 1.00 (Ref.) | ||||
Female | 1.23 (0.78–1.95) | 0.3686 | 1.28 (0.71–2.31) | 0.4129 | 0.91 (0.65–1.28) | 0.6021 | 1.73 (1.31–2.30) | 0.0001 |
Race/ethnicity | ||||||||
Non‐Hispanic White | 1.00 (Ref.) | 1.00 (Ref.) | 1.00 (Ref.) | 1.00 (Ref.) | ||||
Non‐Hispanic Black | 0.73 (0.41–1.29) | 0.2722 | 0.40 (0.13–1.25) | 0.1148 | 0.81 (0.46–1.44) | 0.4802 | 3.45 (2.11–5.64) | <0.0001 |
Hispanic | 1.27 (0.56–2.88) | 0.5608 | 0.92 (0.44–1.90) | 0.8117 | 1.49 (0.86–2.58) | 0.1502 | 4.35 (2.71–6.97) | <0.0001 |
Other | 1.62 (0.64–4.06) | 0.3061 | 0.52 (0.17–1.61) | 0.2525 | 1.44 (0.71–2.89) | 0.3077 | 1.90 (1.02–3.56) | 0.0436 |
Marital status | ||||||||
Not married | 1.00 (Ref.) | 1.00 (Ref.) | 1.00 (Ref.) | 1.00 (Ref.) | ||||
Married | 0.69 (0.43–1.12) | 0.1308 | 0.99 (0.40–2.41) | 0.9738 | 0.99 (0.71–1.40) | 0.986 | 1.14 (0.85–1.52) | 0.3867 |
Education | ||||||||
Less than high school graduate | 1.00 (Ref.) | 1.00 (Ref.) | 11.00 (Ref.) | 1.00 (Ref.) | ||||
High school graduate | 0.86 (0.50–1.48) | 0.5793 | 0.61 (0.26–1.44) | 0.2543 | 0.99 (0.62–1.59) | 0.9733 | 0.92 (0.62–1.36) | 0.6702 |
Some college or more | 0.60 (0.32–1.13) | 0.112 | 0.65 (0.22–1.93) | 0.4334 | 1.10 (0.65–1.87) | 0.7196 | 0.85 (0.55–1.31) | 0.4456 |
Family income | ||||||||
Low income (FPL <200%) | 2.36 (1.25–4.46) | 0.0085 | 3.31 (1.27–8.63) | 0.0145 | 1.96 (1.23–3.12) | 0.0048 | 0.86 (0.57–1.28) | 0.4443 |
Middle income (FPL 200–400%) | 1.34 (0.69–2.62) | 0.3852 | 1.09 (0.39–3.06) | 0.8665 | 1.70 (1.06–2.75) | 0.0295 | 1.20 (0.82–1.75) | 0.3392 |
High Income (FPL >400%) | 1.00 (Ref.) | 1.00 (Ref.) | 1.00 (Ref.) | 1.00 (Ref.) | ||||
Employment | ||||||||
Not employed | 2.26 (1.23–4.14) | 0.0086 | 11.44 (3.54–36.90) | <.0001 | 1.72 (1.14–2.61) | 0.0129 | 0.64 (0.43–0.95) | 0.0155 |
Employed | 1.00 (Ref.) | 1.00 (Ref.) | 1.00 (Ref.) | 1.00 (Ref.) | ||||
Region | ||||||||
Northeast | 1.00 (Ref.) | 1.00 (Ref.) | 1.00 (Ref.) | 1.00 (Ref.) | ||||
Midwest | 0.97 (0.47–2.00) | 0.9326 | 0.30 (0.12–0.77) | 0.0129 | 0.73 (0.43–1.24) | 0.2484 | 0.78 (0.52–1.15) | 0.203 |
South | 0.75 (0.36–1.57) | 0.4391 | 0.40 (0.17–0.92) | 0.0322 | 0.74 (0.47–1.16) | 0.1816 | 0.92 (0.63–1.34) | 0.6521 |
West | 0.73 (0.33–1.62) | 0.4424 | 0.57 (0.24–1.37) | 0.2071 | 0.79 (0.44–1.43) | 0.433 | 0.84 (0.54–1.30) | 0.4296 |
Current health insurance | ||||||||
Private | 1.00 (Ref.) | 1.00 (Ref.) | 1.00 (Ref.) | 1.00 (Ref.) | ||||
Public | 1.14 (0.73–1.79) | 0.5524 | 1.07 (0.47–2.45) | 0.8691 | 1.05 (0.70–1.57) | 0.8189 | 0.80 (0.59–1.08) | 0.1437 |
Uninsured | 0.97 (0.27–3.53) | 0.9676 | 1.48 (0.29–7.48) | 0.6336 | 2.77 (0.93–8.26) | 0.0685 | 2.35 (0.83–6.66) | 0.109 |
Number of chronic conditions | ||||||||
0 | 1.00 (Ref.) | 1.00 (Ref.) | 1.00 (Ref.) | 1.00 (Ref.) | ||||
1 | 7.80 (3.01–20.25) | <.0001 | 2.70 (0.86–8.52) | 0.0893 | 1.36 (0.76–2.43) | 0.2969 | 1.01 (0.66–1.55) | 0.9507 |
2 | 12.86 (5.33–31.04) | <.0001 | 7.23 (2.35–22.24) | 0.0006 | 1.78 (1.02–3.10) | 0.0423 | 1.05 (0.66–1.68) | 0.8296 |
3+ | 20.61 (9.15–46.42) | <.0001 | 9.40 (3.25–27.17) | <.0001 | 1.52 (0.87–2.67) | 0.142 | 0.88 (0.57–1.34) | 0.5448 |
Time since last cancer treatment | ||||||||
On treatment | 1.00 (Ref.) | 1.00 (Ref.) | 1.00 (Ref.) | 1.00 (Ref.) | ||||
Post‐treatment | ||||||||
1 to <5 years ago | 0.90 (0.51–1.60) | 0.7199 | 0.97 (0.45–2.10) | 0.9333 | 0.83 (0.52–1.32) | 0.4257 | 1.18 (0.82–1.69) | 0.3666 |
5 to <10 years ago | 1.17 (0.61–2.21) | 0.6393 | 0.62 (0.28–1.39) | 0.2417 | 0.29 (0.17–0.51) | <.0001 | 0.93 (0.63–1.39) | 0.7363 |
10+ years ago | 0.89 (0.53–1.51) | 0.6644 | 0.83 (0.43–1.61) | 0.5754 | 0.25 (0.16–0.40) | <.0001 | 1.24 (0.87–1.77) | 0.2295 |
Cancer site b | ||||||||
Breast | 1.00 (Ref.) | 1.00 (Ref.) | 1.00 (Ref.) | 1.00 (Ref.) | ||||
Prostate | 0.94 (0.47–1.85) | 0.8458 | 1.21 (0.41–3.56) | 0.724 | 0.95 (0.46–1.96) | 0.8799 | 0.42 (0.25–0.71) | 0.0014 |
Melanoma | 0.27 (0.08–0.97) | 0.0448 | 0.33 (0.05–2.02) | 0.2276 | 0.75 (0.32–1.77) | 0.5163 | 0.52 (0.29–0.92) | 0.024 |
Colon | 2.08 (0.79–5.45) | 0.1376 | 1.20 (0.36–3.96) | 0.7701 | 1.70 (0.92–3.16) | 0.0913 | 0.61 (0.33–1.14) | 0.1188 |
Cervical | 1.64 (0.71–3.83) | 0.2488 | 2.48 (0.84–7.32) | 0.1002 | 0.77 (0.32–1.87) | 0.5607 | 0.50 (0.24–1.06) | 0.0689 |
Uterus | 0.71 (0.19–2.68) | 0.6107 | 0.07 (0.01–0.70) | 0.024 | 0.47 (0.15–1.41) | 0.1748 | 0.58 (0.30–1.10) | 0.0949 |
Lung | 0.72 (0.25–2.08) | 0.5463 | 0.96 (0.18–5.12) | 0.961 | 2.27 (1.10–4.68) | 0.026 | 0.63 (0.29–1.36) | 0.2383 |
Lymphoma | 3.30 (1.15–9.50) | 0.0267 | 1.64 (0.38–7.18) | 0.5096 | 2.44 (0.96–6.19) | 0.0601 | 0.46 (0.18–1.18) | 0.107 |
Bladder | 0.79 (0.13–4.60) | 0.7886 | 1.38 (0.12–15.98) | 0.795 | 1.28 (0.50–3.32) | 0.6053 | 0.44 (0.22–0.91) | 0.0268 |
Other | 1.37 (0.72–2.60) | 0.3398 | 1.31 (0.49–3.46) | 0.5889 | 1.71 (1.05–2.79) | 0.0318 | 0.53 (0.34–0.83) | 0.0059 |
Multiple sites | 0.99 (0.38–2.56) | 0.9751 | 1.85 (0.61–5.63) | 0.2804 | 2.32 (1.21–4.45) | 0.0117 | 0.60 (0.35–1.02) | 0.0611 |
Abbreviation: Ref, reference; FPL, federal poverty level.
Adjusted for age, sex, race/ethnicity, marital status, education, family income, employment, census region, health insurance, number of conditions other than cancer, and time since cancer treatment.
Estimated from a separate multivariable model including the same set of covariates above except sex.
3.3. Benefit findings
Responses to questions on benefit finding experience after a cancer diagnosis are summarized in Figure 2, and crude prevalence of benefit findings was significantly higher in the group that reported patient–provider discussion. In the multivariable analyses, respondents in the discussion group had significantly higher odds of reportedly experiencing benefit finding (OR, 1.97; 95% CI, 1.46–2.66, p < 0.0001; Table 2).
3.4. Sensitivity analyses
Analyses using alternative definitions of patient–provider discussion did not appear to affect the main findings significantly (sensitivity analyses 1–3), with the exception that including only those having brief discussions did not have a significant marginal effect on depressive symptoms (sensitivity analysis 2). When including both brief and detailed discussions, we observed a statistically significant decrease in the likelihood of having severe psychological distress. Regardless of discussion quality (detailed vs. brief), patient–provider discussion about emotional and social needs was associated with experiencing benefit finding after a cancer diagnosis (sensitivity analyses 1–3). The main results also appeared insensitive to the inclusion of the non‐melanoma or unknown skin cancer patients (sensitivity analysis 4). The effect of patient–provider discussion was no longer significant when including those on active treatment only (sensitivity analysis 5) and become more potent when including those after treatment (sensitivity analysis 6).
4. DISCUSSION
Using a nationally representative survey, we examined the association between having a detailed patient–provider discussion about emotional and social needs and indicators of psychological well‐being among cancer survivors. Our results demonstrate that cancer survivors who had detailed discussion about emotional and social needs with any healthcare providers were less likely to have depressive symptoms and more likely to have a positive change in their attitude towards living with cancer. In a sensitivity analysis, we also observed that the effect of having any patient–provider discussion on severe psychological distress became significant. These findings suggest that patient–provider discussions about the emotional and social needs were associated with positive mental health outcomes and outlook on living with cancer.
Our findings represent a significant contribution to the literature because they address an important component of cancer care that involves attending to patients’ emotional and social needs, both of which are critical to achieving improved health outcomes. 5 , 6 , 42 , 43 There has been increased attention to patient–provider discussions about patients’ psychosocial needs, specifically as it is related to improved mental health outcomes. 28 , 42 , 44 Prior evidence has made it apparent that diagnosis of cancer can have a substantial emotional impact on patients. 1 , 2 , 3 , 4 According to the mandate issued by the Institute of Medicine, survivorship care planning must take into account the psychosocial needs of patients. 27 To our knowledge, this study is the first to quantitatively examine the association of patient–provider discussion about cancer survivors’ psychosocial needs with their mental health outcomes. Our findings are especially noteworthy, given that we found a significant association of patient–provider discussion about emotional and social needs with patients’ psychological well‐being and attitude towards cancer survivorship. Although there was no significant association between the patient–provider discussion and patients’ fear of cancer recurrence, a quality patient–provider discussion can increase the degree of social support and improve cancer survivors’ mental health‐related quality of life. 24 Previous studies also showed that psychosocial care through patient–provider communication during cancer treatment and follow‐up was associated with improved HRQoL of localized prostate cancer survivors. 25 Patients’ perceived risk of recurrence can be different from or greater than the actual risk the providers assess, which may not be captured and addressed adequately. 45 Future studies should examine risk perception and fear of cancer recurrence among cancer survivors and further investigate what type of emotional support could be effective.
In this study, we also found that only about one‐third (33.6%) of cancer survivors reported having a detailed discussion with any healthcare provider about their emotional and social needs, which is concerning. This finding is supported by Pollak et al., showing that on average, oncologists responded only 22% of the time to patients’ emotional needs. 46 Similarly, another study of colorectal cancer survivors found that little attention was directed towards the patients’ emotional and social needs. 47 Although we were not able to distinguish provider type in this study, it has been reported that some providers in primary care or oncology may not be capable of addressing the patients’ psychosocial needs. For example, studies suggest that providers’ lack of clearly defined responsibilities in providing psychosocial care to the cancer survivors and reluctance to inquire about patients’ concerns and feelings are the reasons. 48 , 49 Other reasons, such as failing to address emotional health during cancer treatment from time constraints, patients’ concern of overburdening the providers with their emotional issues, 46 , 50 and the misconception that mental problems are unavoidable in cancer survivorship, were suggested in the previous studies. 51 , 52 Moreover, oncologists believe that dealing with the psychosocial problems of cancer patients is one of their toughest communication challenges. 53 Previous analyses of cancer survivorship care found that most (61%–71%) of patient–provider discussions covered information on treatment or follow‐up care with little emphasis (26%–36% of the discussions) on patients’ emotional and social needs. 7 , 8 , 36 To support primary care providers, in particular, healthcare systems could implement and evaluate routine patient‐reported outcome monitoring programs that assess factors such as depression symptoms and provide tools for providers to discuss depression with patients (e.g., training, clinical decision support). 54 , 55
Our study also found that cancer survivors with multiple chronic conditions are disproportionately affected by depressive symptoms, even after controlling for patient–provider discussions about psychosocial issues. Having a chronic condition, such as diabetes, requires extensive self‐management, similar to cancer. It is possible that as the number of chronic conditions increases, patients’ risk for depression increases due to the stressors associated with disease management. 48 , 56 Moreover, those with multiple conditions exhibit a significant decline in physical functioning, limiting interpersonal and social activities. 57 These findings suggest that discussing the patients’ emotional and social needs may not be enough for cancer survivors suffering from multiple chronic conditions as it requires a greater degree of supportive communication from different specialty providers. 58 , 59 Despite an increase in cancer patients with contemporary depression symptoms, 3 , 4 many cancer patients (20%–40%) with depression or distress were not referred to psychosocial health services 60 , 61 ; even referred, approximately 20% of the patients never received psycho‐oncology counseling. 61 Establishing the evidence of patient–provider communication could help steer efforts to improve the psychosocial aspect of patient–provider relations and adequate provision of psychosocial services. 27 , 28 , 29 More research is needed to understand why cancer survivors with multiple chronic conditions are disproportionately affected by depression and what interventions may be helpful for addressing depression in this population.
4.1. Limitations
There are several limitations to our study. First, the cross‐sectional nature of our study precludes the directionality of the association between having patient–provider discussion and mental health outcomes. The MEPS‐ECSS is also limited by the data to make a distinction between whether the patient or the provider initiated the discussion about emotional and social needs, which may be subject to self‐selection bias; a patient who initiates discussion may more likely be experiencing mental health issues, and those who benefited from the discussion are more likely to remember it. Second, the item that we used for patient–provider discussion did not distinguish whether survivors had such discussion with the oncologist or other care providers (e.g., nurse, administrative staff, or social workers). Future studies should include the type of provider and further examine potential variations in the quality of patient–provider discussion and its associated patient health outcomes. Third, the information used in this study is self‐reported and could be subject to recall bias and social desirability bias. Last, this study is limited only to patient characteristics due to the lack of information about the providers, such as patient–provider relationship duration, which can be an important element instituting trust and rapport between the patient and provider.
4.2. Conclusions
Our findings from a representative population of cancer survivors in the United States illustrate the significance of provider engagement and consideration for cancer survivors’ emotional and social needs. Detailed patient–provider discussion of the patients’ emotional and social needs was associated with a lower likelihood of depressive symptoms and a higher likelihood of benefit findings in living with cancer. The prevalence of patients reporting a detailed discussion with their provider was low—only 33.6% in our study—highlighting the need to identify and overcome barriers to the patient–provider discussion about psychosocial needs in cancer survivorship care delivery for improved mental health outcomes.
CONFLICT OF INTEREST
The views expressed here are those of the authors and not their affiliated institutions. All authors have nothing to disclose.
ETHICAL APPROVAL
This study was reviewed by the University of Florida Institutional Review Board. No ethical approval was needed because it uses data that are completely deidentified and available to the public.
ACKNOWLEDGMENTS
The authors thank Ms. Rebecca Tanner, MS for her assistance with manuscript preparation and proofreading.
Young‐Rock Hong and Sandhya Yadav are co‐first authors and they contributed equally to this article.
Funding information
There was no external funder for this study.
DATA AVAILABILITY STATEMENT
The data that support the findings of this study are available from the Agency for Healthcare Research and Quality at https://meps.ahrq.gov/mepsweb/
REFERENCES
- 1. Kim Y, Schulz R. Family Caregivers’ strains diabetes, and frail elderly caregiving. J Aging Health. 2008;20(5):483‐503. 10.1177/0898264308317533. [DOI] [PubMed] [Google Scholar]
- 2. Ness S, Kokal J, Fee‐Schroeder K, Novotny P, Satele D, Barton D. Concerns across the survivorship trajectory: results from a survey of cancer survivors. Oncol Nurs Forum. 2013;40(1):35‐42. 10.1188/13.ONF.35-42. [DOI] [PubMed] [Google Scholar]
- 3. Harrington CB, Hansen JA, Moskowitz M, Todd BL, Feuerstein M. It’s Not over When it’s Over: Long‐term symptoms in cancer survivors—A systematic review. Int J Psychiatry Med. 2010;40(2):163‐181. 10.2190/PM.40.2.c. [DOI] [PubMed] [Google Scholar]
- 4. Huo J, Bian J, Xie Z, Hong Y‐R, Wilkie DJ, Pereira DB. Patterns of post diagnosis depression among late‐stage cancer patients. Am J Clin Oncol. 2019;42(8):675‐681. 10.1097/COC.0000000000000569. [DOI] [PubMed] [Google Scholar]
- 5. Gilligan T, Coyle N, Frankel RM, et al. Patient‐clinician communication: American society of clinical oncology consensus guideline. J Clin Oncol. 2017;35(31):3618‐3632. 10.1200/JCO.2017.75.2311. [DOI] [PubMed] [Google Scholar]
- 6. Diefenbach M, Turner G, Carpenter KM, et al. Cancer and patient–physician communication. J Health Commun. 2009;14:57‐65. 10.1080/10810730902814079. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7. Rai A, Chawla N, Han X, et al. Has the quality of patient‐provider communication about survivorship care improved? J Oncol Pract. 2019;15(11):e916‐e924. 10.1200/JOP.19.00157. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8. Chawla N, Blanch‐Hartigan D, Virgo KS, et al. Quality of patient‐provider communication among cancer survivors: Findings from a nationally representative sample. J Oncol Pract. 2016;12(12):e964‐e973. 10.1200/jop.2015.006999. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9. Tulsky J, Schapira L. Communication: What Do Patients Want and Need? J Oncol Pract. 2008;4(5):249‐253. 10.1200/JOP.0856501. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10. Ha JF, Longnecker N. Doctor‐patient communication: a review. Ochsner J. 2010;10(1):38‐43. 10.3329/jbcps.v32i2.26036. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11. Zabora J, BrintzenhofeSzoc K, Curbow B, Hooker C, Piantadosi S. The prevalence of psychological distress by cancer site. Psychooncology. 2001;10(1):19‐28. [DOI] [PubMed] [Google Scholar]
- 12. Kim GM, Kim SJ, Song SK, et al. Prevalence and prognostic implications of psychological distress in patients with gastric cancer. BMC Cancer. 2017;17(1):1‐8. 10.1186/s12885-017-3260-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13. Carlson LE, Waller A, Mitchell AJ. Screening for distress and unmet needs in patients with cancer: Review and recommendations. J Clin Oncol. 2012;30(11):1160‐1177. 10.1200/JCO.2011.39.5509. [DOI] [PubMed] [Google Scholar]
- 14. Pinquart M, Duberstein PR. Depression and cancer mortality: A meta‐analysis. Psychol Med. 2010;40(11):1797‐1810. 10.1017/S0033291709992285. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15. Satin JR, Linden W, Phillips MJ. Depression as a predictor of disease progression and mortality in cancer patients: A meta‐analysis. Cancer. 2009;115(22):5349‐5361. 10.1002/cncr.24561. [DOI] [PubMed] [Google Scholar]
- 16. Hagedoorn M, Buunk BP, Kuijer RG, Wobbes T, Sanderman R. Couples dealing with cancer: role and gender differences regarding psychological distress and quality of life. Psychooncology. 2000;9(3):232‐242. [DOI] [PubMed] [Google Scholar]
- 17. Grassi L, Spiegel D, Riba M. Advancing psychosocial care in cancer patients. F1000Research. 2017;6:2083. 10.12688/f1000research.11902.1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18. Entwistle VA, Watt IS. Patient involvement in treatment decision‐making: The case for a broader conceptual framework. Patient Educ Couns. 2006;63(3):268‐278. 10.1016/j.pec.2006.05.002. [DOI] [PubMed] [Google Scholar]
- 19. Steffensen KD, Vinter M, Crüger D, et al. Lessons in integrating shared decision‐making into cancer care. J Oncol Pract. 2018;14(4):229‐235. 10.1200/jop.18.00019. [DOI] [PubMed] [Google Scholar]
- 20. Haskard Zolnierek KB, DiMatteo MR. Physician communication and patient adherence to treatment: A meta‐analysis. Med Care. 2009;47(8):826‐834. 10.1097/MLR.0b013e31819a5acc. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21. Brédart A, Bouleuc C, Dolbeault S. Doctor‐patient communication and satisfaction with care in oncology. Curr Opin Oncol. 2005;17(4):351‐354. 10.1097/01.cco.0000167734.26454.30. [DOI] [PubMed] [Google Scholar]
- 22. Avery KNL, Metcalfe C, Nicklin J, et al. Satisfaction with care: An independent outcome measure in surgical oncology. Ann Surg Oncol. 2006;13(6):817‐822. 10.1245/ASO.2006.08.019. [DOI] [PubMed] [Google Scholar]
- 23. Rai A, Han X, Zheng Z, Yabroff KR, Jemal A. Determinants and outcomes of satisfaction with healthcare provider communication among cancer survivors. J Natl Compr Cancer Netw. 2018;16(8):975‐984. 10.6004/jnccn.2018.7034. [DOI] [PubMed] [Google Scholar]
- 24. Matthews AK, Tejeda S, Johnson TP, Berbaum ML, Manfredi C. Correlates of quality of life Among African American and white cancer survivors. Cancer Nurs. 2012;35(5):355‐364. 10.1097/NCC.0b013e31824131d9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25. Ernstmann N, Weissbach L, Herden J, Winter N, Ansmann L. Patient‐physician communication and health‐related quality of life of patients with localized prostate cancer undergoing radical prostatectomy ‐ a longitudinal multilevel analysis. BJU Int. 2017;119(3):396‐405. 10.1111/bju.13495. [DOI] [PubMed] [Google Scholar]
- 26. Hong Y‐R, Salloum RG, Yadav S, Smith G, Mainous AG. Patient‐provider discussion about cancer treatment costs and out‐of‐pocket spending: Implications for shared decision making in cancer care. Value Heal. 2020;23(12):1592‐1598. 10.1016/j.jval.2020.08.002. [DOI] [PubMed] [Google Scholar]
- 27. Institute of Medicine (US) Committee on Psychosocial Services to Cancer Patients/Families in a Community Setting . Cancer Care for the Whole Patient. Washington, D.C.: National Academies Press; 2008. 10.17226/11993. [DOI] [Google Scholar]
- 28. Anderson JN, Graff JC, Krukowski RA, et al. “Nobody Will Tell You. You’ve Got to Ask!”: An examination of patient‐provider communication needs and preferences among black and white women with early‐stage breast cancer. Health Commun. 2020;1‐12. 10.1080/10410236.2020.1751383. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29. Thorne S, Hislop TG, Kim‐Sing C, Oglov V, Oliffe JL, Stajduhar KI. Changing communication needs and preferences across the cancer care trajectory: Insights from the patient perspective. Support Care Cancer. 2014;22(4):1009‐1015. 10.1007/s00520-013-2056-4. [DOI] [PubMed] [Google Scholar]
- 30. National Cancer Institute . Medical expenditure panel survey (MEPS): Experiences with cancer survivorship supplement. https://healthcaredelivery.cancer.gov/meps/. 2018. [DOI] [PMC free article] [PubMed]
- 31. Agency for Healthcare Research and Quality . MEPS HC‐201: 2017 full year consolidated data file. https://meps.ahrq.gov/data_stats/download_data/pufs/h201/h201doc.shtml. 2019.
- 32. Yabroff KR, Dowling EC, Guy GP, et al. Financial hardship associated with cancer in the United States: Findings from a population‐based sample of adult cancer survivors. J Clin Oncol. 2016;34(3):259‐267. 10.1200/JCO.2015.62.0468. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33. Hong YR, Smith GL, Xie Z, Mainous AG, Huo J. Financial burden of cancer care under the affordable care act: Analysis of MEPS‐experiences with cancer survivorship 2011 and 2016. J Cancer Surviv. 2019;13(4):523‐536. 10.1007/s11764-019-00772-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34. von Elm E, Altman DG, Egger M, Pocock SJ, Gøtzsche PC, Vandenbroucke JP. The strengthening the reporting of observational studies in epidemiology (STROBE) statement: guidelines for reporting observational studies. J Clin Epidemiol. 2008;61(4):344‐349. 10.1016/j.jclinepi.2007.11.008. [DOI] [PubMed] [Google Scholar]
- 35. Murray B, McCrone S. An integrative review of promoting trust in the patient‐primary care provider relationship. J Adv Nurs. 2015;71(1):3‐23. 10.1111/jan.12502. [DOI] [PubMed] [Google Scholar]
- 36. Reed SC, Walker R, Ziebell R, et al. Cancer survivors’ reported discussions with health care providers about follow‐up care and receipt of written care plans. J Cancer Educ. 2018;33(6):1181‐1188. 10.1007/s13187-017-1228-1. [DOI] [PubMed] [Google Scholar]
- 37. Kroenke K, Spitzer RL, Williams JBW. The patient health questionnaire‐2: validity of a two‐item depression screener. Med Care. 2003;41(11):1284‐1292. 10.1097/01.MLR.0000093487.78664.3C. [DOI] [PubMed] [Google Scholar]
- 38. Kessler RC, Barker PR, Colpe LJ, et al. Screening for serious mental illness in the general population. Arch Gen Psychiatry. 2003;60(2):184. 10.1001/archpsyc.60.2.184. [DOI] [PubMed] [Google Scholar]
- 39. Zheng Z, Han X, Zhao J, et al. Financial hardship, healthcare utilization, and health Among U.S. cancer survivors. Am J Prev Med. 2020;59(1):68‐78. 10.1016/j.amepre.2020.02.016. [DOI] [PubMed] [Google Scholar]
- 40. Park J, Look KA. Relationship between objective financial burden and the health‐Related quality of life and mental health of patients with cancer. J Oncol Pract. 2018;14(2):e113–e121. 10.1200/JOP.2017.027136. [DOI] [PubMed] [Google Scholar]
- 41. Kale HP, Carroll NV. Self‐reported financial burden of cancer care and its effect on physical and mental health‐related quality of life among US cancer survivors. Cancer. 2016;122(8):1283‐1289. 10.1002/cncr.29808. [DOI] [PubMed] [Google Scholar]
- 42. Jacobsen PB, DeRosa AP, Henderson TO, et al. Systematic review of the impact of cancer survivorship care plans on health outcomes and health care delivery. J Clin Oncol. 2018;36(20):2088‐2100. 10.1200/JCO.2018.77.7482. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43. Street RL, Makoul G, Arora NK, Epstein RM. How does communication heal? Pathways linking clinician–patient communication to health outcomes. Patient Educ Couns. 2009;74(3):295‐301. 10.1016/j.pec.2008.11.015. [DOI] [PubMed] [Google Scholar]
- 44. Miller BE, Pittman B, Strong C. Gynecologic cancer patients’ psychosocial needs and their views on the physician’s role in meeting those needs. Int J Gynecol Cancer. 2003;13(2):111‐119. 10.1046/j.1525-1438.2003.13001.x. [DOI] [PubMed] [Google Scholar]
- 45. Janz NK, Li Y, Beesley LJ, et al. Worry about recurrence in a multi‐ethnic population of breast cancer survivors and their partners. Support Care Cancer. 2016;24(11):4669‐4678. 10.1007/s00520-016-3314-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46. Pollak KI, Arnold RM, Jeffreys AS, et al. Oncologist communication about emotion during visits with patients with advanced cancer. J Clin Oncol. 2007;25(36):5748‐5752. 10.1200/JCO.2007.12.4180. [DOI] [PubMed] [Google Scholar]
- 47. McCool J, Morris J. Focus of doctor‐patient communication in follow‐up consultations for patients treated surgically for colorectal cancer. J Manag Med. 1999;13(3):169‐177. 10.1108/02689239910292062. [DOI] [PubMed] [Google Scholar]
- 48. Forsythe LP, Alfano CM, Leach CR, Ganz PA, Stefanek ME, Rowland JH. Who provides psychosocial follow‐up care for post‐treatment cancer survivors? A survey of medical oncologists and primary care physicians. J Clin Oncol. 2012;30(23):2897‐2905. 10.1200/JCO.2011.39.9832. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49. Maguire P, Faulkner A, Booth K, Elliott C, Hillier V. Helping cancer patients disclose their concerns. Eur J Cancer. 1996;32(1):78‐81. 10.1016/0959-8049(95)00527-7. [DOI] [PubMed] [Google Scholar]
- 50. Anderson WG, Alexander SC, Rodriguez KL, et al. “What concerns me is…” Expression of emotion by advanced cancer patients during outpatient visits. Support Care Cancer. 2008;16(7):803‐811. 10.1007/s00520-007-0350-8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51. Bakker DA, Fitch MI, Gray R, Reed E, Bennett J. Patient–health care provider communication during chemotherapy treatment: the perspectives of women with breast cancer. Patient Educ Couns. 2001;43(1):61‐71. 10.1016/S0738-3991(00)00147-6. [DOI] [PubMed] [Google Scholar]
- 52. Maguire P. Improving communication with cancer patients. Eur J Cancer. 1999;35(10):1415‐1422. 10.1016/S0959-8049(99)00178-1. [DOI] [PubMed] [Google Scholar]
- 53. McCormack LA, Treiman K, Rupert D, et al. Measuring patient‐centered communication in cancer care: A literature review and the development of a systematic approach. Soc Sci Med. 2011;72(7):1085‐1095. 10.1016/j.socscimed.2011.01.020. [DOI] [PubMed] [Google Scholar]
- 54. Caruso R, GiuliaNanni M, Riba MB, Sabato S, Grassi L. Depressive spectrum disorders in cancer: diagnostic issues and intervention. Curr Psychiatry Rep. 2017;19(6):146‐155. 10.1007/s11920-017-0785-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55. Meijer A, Roseman M, Milette K, et al. Depression screening and patient outcomes in cancer: A systematic review. PLoS One. 2011;6(11): 10.1371/journal.pone.0027181. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56. Yan R, Xia J, Yang R, et al. Association between anxiety, depression, and comorbid chronic diseases among cancer survivors. Psychooncology. 2019;28(6):1269‐1277. 10.1001/jamainternmed.2020.5640. [DOI] [PubMed] [Google Scholar]
- 57. Birk JL, Kronish IM, Moise N, Falzon L, Yoon S, Davidson KW. Depression and multimorbidity: Considering temporal characteristics of the associations between depression and multiple chronic diseases. Heal Psychol. 2019;38(9):802‐811. 10.1037/hea0000737. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58. Epstein R. Patient‐centered communication in cancer care: promoting healing and reducing suffering. US department of health and human services. National Institutes of Health. 2007.
- 59. Sarfati D, Koczwara B, Jackson C. The impact of comorbidity on cancer and its treatment. CA Cancer J Clin. 2016;66(4):337‐350. 10.3322/caac.21342. [DOI] [PubMed] [Google Scholar]
- 60. Acquati C, Kayser K. Addressing the psychosocial needs of cancer patients: a retrospective analysis of a distress screening and management protocol in clinical care. J Psychosoc Oncol. 2019;37(3):287‐300. 10.1080/07347332.2018.1523822. [DOI] [PubMed] [Google Scholar]
- 61. Nekolaichuk CL, Cumming C, Turner J, Yushchyshyn A, Sela R. Referral patterns and psychosocial distress in cancer patients accessing a psycho‐oncology counseling service. Psycho‐Oncology. 2011;20(3):326‐332. 10.1002/pon.1765. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
The data that support the findings of this study are available from the Agency for Healthcare Research and Quality at https://meps.ahrq.gov/mepsweb/