| Literature DB >> 32423486 |
Michelle J Naughton1, Chloe M Beverly Hery2, Sarah A Janse3, Elizabeth Z Naftalis4, Electra D Paskett5, Kimberly J Van Zee6.
Abstract
BACKGROUND: The prevalence and correlates of job and insurance problems were examined among a cohort of young U.S. breast cancer survivors during the first 18-months following diagnosis.Entities:
Keywords: Breast cancer; Employment; Insurance; Young survivors
Mesh:
Year: 2020 PMID: 32423486 PMCID: PMC7236509 DOI: 10.1186/s12885-020-06846-w
Source DB: PubMed Journal: BMC Cancer ISSN: 1471-2407 Impact factor: 4.430
Patient Demographic and Clinical Characteristics (N = 708)
| Variable | Total ( |
|---|---|
| Marital Status | |
| Never married | 106 (15%) |
| Presently married | 503 (71%) |
| Marriage-like relationship | 38 (5.4%) |
| Divorced | 49 (6.9%) |
| Separated | 8 (1.1%) |
| Widowed | 4 (0.6%) |
| Education | |
| < High School Graduation | 6 (0.8%) |
| High school diploma or GED | 42 (5.9%) |
| Some college/Associate degree | 183 (25.8%) |
| College graduate (B.A. or B.S.) | 208 (29.4%) |
| Some graduate or professional school | 61 (8.6%) |
| Master’s degree | 149 (21%) |
| Doctoral degree | 58 (8.2%) |
| Race | |
| Non-Hispanic White | 636 (89.8%) |
| Black/African American | 27 (3.8%) |
| Hispanic | 27 (3.8%) |
| Asian/Pacific Islander | 18 (2.5%) |
| Income | |
| < $20,000 | 43 (6.1%) |
| $20,000 - $34,999 | 44 (6.2%) |
| $35,000 - $49,999 | 76 (10.7%) |
| $50,000 - $74,999 | 133 (18.8%) |
| $75,000 - $99,999 | 131 (18.5%) |
| ≥ $100,000 | 267 (37.7%) |
| Preferred not to answer | 14 (2%) |
| Employment status | |
| Full-time homemaker | 117 (16.5%) |
| Employed full-time | 398 (56.2%) |
| Employed part-time | 112 (15.8%) |
| Disabled | 17 (2.4%) |
| Unemployed/looking | 32 (4.5%) |
| Retired | 3 (0.4%) |
| Student | 8 (1.1%) |
| Other | 19 (2.7%) |
| Occupation (full- and part-time workers) | |
| Professional/Technical | 289 (55.9%) |
| Manager, administrator, or proprietor | 73 (14.1%) |
| Clerical | 54 (10.4%) |
| Sales occupation | 37 (7.2%) |
| Service occupation | 12 (2.3%) |
| Skilled craft, service repair | 2 (0.4%) |
| Laborer | 5 (1.0%) |
| Military | 3 (0.6%) |
| Equipment/vehicle operator | 1 (0.2%) |
| Other | 41 (7.9%) |
| Insurance Typeb | |
| Health Maintenance Organization | 200 (28.2%) |
| Group Healthcare Plan | 410 (57.9%) |
| Veterans Affairs/ Military sponsored | 8 (1.1%) |
| Individual/Private Health Insurance | 31 (4.4%) |
| Medicaid | 13 (1.8%) |
| Disability | 8 (1.1%) |
| None | 8 (1.1%) |
| Other | 45 (6.4%) |
| Age at diagnosis | |
| < 30 years | 44 (6.2%) |
| 30–34.9 years | 130 (18.4%) |
| 35–39.9 years | 208 (29.4%) |
| 40–45 years | 326 (46%) |
| Smoke Currently | |
| No | 644 (91%) |
| Yes | 63 (8.9%) |
| Body Mass Index (BMI) | |
| Underweight (< 18) | 15 (2.1%) |
| Normal (18–24.9) | 449 (63.4%) |
| Overweight (25–29.9) | 135 (19.1%) |
| Obese (≥ 30) | 87 (12.3%) |
| Missing | 22 (3.1%) |
| Lumpectomy | |
| No | 155 (21.9%) |
| Yes | 548 (77.4%) |
| Mastectomy | |
| No | 355 (50.1%) |
| Yes | 351 (49.6%) |
| Radiation Therapy | |
| No | 208 (29.4%) |
| Yes | 498 (70.3%) |
| Chemotherapy | |
| No | 87 (12.3%) |
| Yes | 621 (87.7%) |
| Hormonal Therapy | |
| No | 271 (38.3%) |
| Yes | 435 (61.4%) |
| Node(s) Positive | |
| 0 | 392 (55.4%) |
| 1–3 | 205 (29%) |
| 4–9 | 67 (9.5%) |
| 10+ | 42 (5.9%) |
| Tumor Size | |
| < 2 cm | 428 (60.5%) |
| 2–5 cm | 210 (29.7%) |
| > 5 cm | 29 (4.1%) |
| Missing | 41 (5.8%) |
| Stage of Cancer | |
| I | 302 (42.7%) |
| II | 365 (51.6%) |
| III | 40 (5.6%) |
| Histologic Grade | |
| I | 51 (8.8%) |
| II | 189 (32.5%) |
| III | 341 (58.7%) |
| IV | 1 (0.1%) |
| Estrogen/Progesterone Status: | |
| 201 (29.3%) | |
| −/+ | 23 (3.4%) |
| 69 (10.1%) | |
| 393 (57.3%) | |
aNot all participants answered all questions
bMore than one type of insurance could be marked
Employment and Insurance Related-Problems as a Result of Breast Cancer Diagnosis and Treatment
| N | n | % | |
|---|---|---|---|
| Any job related problemc | 516 | 205 | 39.7 |
| Believed they could not change jobs for fear of losing their health insurance | 514 | 180 | 35.0 |
| Lost health insurance | 515 | 4 | 0.8 |
| Fired or laid off from job | 516 | 12 | 2.3 |
| Demoted | 513 | 5 | 1.0 |
| Denied a promotion | 514 | 13 | 2.5 |
| Denied a wage increase | 514 | 22 | 4.3 |
| Had work responsibilities limited unnecessarily | 514 | 20 | 3.9 |
| Any insurance related problemc | 707 | 190 | 26.8 |
| Denied health insurance | 705 | 18 | 2.6 |
| Health insurance rates increased | 703 | 30 | 4.3 |
| Had a health benefit payment denied | 702 | 104 | 14.8 |
| Had trouble changing from group health to individual health insurance | 685 | 20 | 2.9 |
| Life insurance rates increased | 690 | 10 | 1.4 |
| Denied life insurance | 702 | 80 | 11.4 |
aOnly includes participants who were employed for pay full- or part-time
bNot all participants answered all questions
cParticipants could report more than one job-related or insurance-related problem
Full and Reduced Stepwise Models of Multivariable Logistic Regression of Demographic and Clinical Factors Associated with any Job problem after Breast Cancer Diagnosis and Treatment
| Full Model | Reduced Model | |||
|---|---|---|---|---|
| Participant Characteristics | OR (95% CI) | p-value | OR (95%CI) | |
| Age | 0.51 | -----** | ||
| < 30 years | 0.96 (0.38, 2.43) | 0.94 | ||
| 30–34.9 years | 1.58 (0.85, 2.94) | 0.15 | ||
| 35–39.9 years | 1.18 (0.70, 2.00) | 0.53 | ||
| 40–45 years | reference | |||
| Marital status | 0.70 | ----- | ||
| Divorced/Separated/Widowed | 0.73 (0.30, 1.76) | 0.48 | ||
| Married/Partnered | 0.80 (0.43, 1.47) | 0.47 | ||
| Never Married | reference | |||
| Race | 0.63 | ----- | ||
| Non-Hispanic White | 0.81 (0.34, 1.91) | 0.63 | ||
| Other | reference | |||
| Body Mass Index (BMI) | 0.02 | 0.02 | ||
| Under/Normal Weight (< 25) | reference | reference | ||
| Overweight (25–29.9) | 2.18 (1.24, 3.86) | 0.007 | 2.09 (1.23, 3.56) | 0.006 |
| Obese (≥ 30) | 1.47 (0.71, 3.03) | 0.30 | 1.41 (0.72, 2.77) | 0.32 |
| Education | 0.18 | ----- | ||
| High School or less | reference | |||
| Some College | 0.59 (0.20, 1.73) | 0.34 | ||
| College Degree | 0.84 (0.29, 2.44) | 0.75 | ||
| Post-Graduate | 1.17 (0.41, 3.37) | 0.77 | ||
| Income | 0.06 | 0.01 | ||
| < $50,000 | reference | reference | ||
| $50,000–$74,999 | 0.41 (0.20, 0.84) | 0.01 | 0.39 (0.21, 0.74) | 0.004 |
| $75,000–$99,999 | 0.49 (0.24, 1.01) | 0.05 | 0.52 (0.28, 0.98) | 0.04 |
| $100,00 or higher | 0.44 (0.22, 0.88) | 0.02 | 0.45 (0.26, 0.78) | 0.005 |
| Employment Status | 0.008 | 0.003 | ||
| Full-time | reference | reference | ||
| Part-time | 0.44 (0.24, 0.81) | 0.008 | 0.42 (0.23, 0.74) | 0.003 |
| Insurance Type | 0.27 | ----- | ||
| Group Heath | reference | |||
| HMO | 0.57 (0.33, 0.97) | 0.04 | ||
| Other | 0.74 (0.36, 1.51) | 0.41 | ||
| More than 1 insurance type | 1.61 (0.34, 7.53) | 0.55 | ||
| None | N/Aa | |||
| Current Smoker | 0.35 | ----- | ||
| No | reference | |||
| Yes | 1.50 (0.64, 3.52) | 0.35 | ||
| Hormonal Therapy | 0.62 | ----- | ||
| No | reference | |||
| Yes | 0.89 (0.56, 1.42) | 0.62 | ||
| Tumor Size | 0.35 | ----- | ||
| < 2 cm | reference | |||
| 2–5 cm | 1.41 (0.88, 2.27) | 0.16 | ||
| > 5 cm | 1.33 (0.37, 4.72) | 0.66 | ||
| Histologic Grade | 0.47 | ----- | ||
| I | reference | |||
| II | 0.60 (0.26, 1.38) | 0.23 | ||
| III | 0.86 (0.38, 1.93) | 0.72 | ||
| IV | N/A | |||
aVariable levels without enough counts in cells were not included and are referenced with “N/A”
**Variables not included in the reduced model are referenced with dashes
Full and Reduced Stepwise Models of Multivariable Logistic Regression of Demographic and Clinical Factors Associated with any Insurance Problem after Breast Cancer Diagnosis and Treatment
| Full Model | Reduced Modela | |||
|---|---|---|---|---|
| Participant Characteristics | OR (95% CI) | OR (95%CI) | ||
| Age | 0.70 | ----- | ||
| < 30 years | 0.94 (0.42, 2.12) | 0.89 | ||
| 30–34.9 years | 1.31 (0.79, 2.17) | 0.30 | ||
| 35–39.9 years | 0.99 (0.63, 1.55) | 0.95 | ||
| 40–45 years | reference | |||
| Marital status | 0.99 | ----- | ||
| Divorced/Separated/Widowed | 1.00 (0.45, 2.20) | 0.99 | ||
| Married/Partnered | 0.98 (0.55, 1.75) | 0.94 | ||
| Never Married | reference | |||
| Race | 0.87 | ----- | ||
| Non-Hispanic White | 1.06 (0.54, 2.06) | 0.87 | ||
| Other | reference | |||
| Body Mass Index (BMI) | 0.05 | 0.04 | ||
| Under/Normal Weight (< 25) | reference | reference | ||
| Overweight (25–29.9) | 0.86 (0.53, 1.40) | 0.53 | 0.84 (0.53, 1.33) | 0.46 |
| Obese (≥ 30) | 0.42 (0.21, 0.83) | 0.01 | 0.43 (0.22, 0.83) | 0.01 |
| Education | 0.34 | ----- | ||
| High School or less | reference | |||
| Some College | 1.93 (0.67, 5.53) | 0.22 | ||
| College Degree | 2.50 (0.87, 7.17) | 0.09 | ||
| Post-Graduate | 2.29 (0.79, 6.65) | 0.13 | ||
| Income | 0.31 | ----- | ||
| < $50,000 | reference | |||
| $50,000–$74,999 | 1.16 (0.63, 2.14) | 0.63 | ||
| $75,000–$99,999 | 0.65 (0.33, 1.27) | 0.21 | ||
| $100,00 or higher | 0.99 (0.54, 1.81) | 0.97 | ||
| Employment Status | 0.22 | ----- | ||
| Full-time | reference | |||
| Homemakera | 0.78 (0.44, 1.40) | 0.41 | ||
| Part-time | 1.17 (0.69, 1.99) | 0.56 | ||
| Other | 1.73 (0.91, 3.30) | 0.09 | ||
| Insurance Type | 0.84 | ----- | ||
| Group Heath | reference | |||
| HMO | 0.77 (0.49, 1.20) | 0.25 | ||
| Other | 0.97 (0.54, 1.74) | 0.91 | ||
| More than 1 insurance type | 0.85 (0.16, 4.53) | 0.85 | ||
| None | 1.08 (0.16, 7.17) | 0.93 | ||
| Current Smoker | 0.91 | ----- | ||
| No | reference | |||
| Yes | 0.96 (0.46, 2.00) | 0.91 | ||
| Cancer Stage | 0.41 | ----- | ||
| I | reference | |||
| II | 0.73 (0.44, 1.22) | 0.23 | ||
| III | 1.04 (0.36, 3.00) | 0.94 | ||
| Hormonal Therapy | 0.0004 | < 0.0001 | ||
| No | reference | reference | ||
| Yes | 0.50 (0.34, 0.74) | 0.0004 | 0.48 (0.34, 0.69) | < 0.0001 |
| Tumor Size | 0.10 | 0.02 | ||
| < 2 cm | reference | reference | ||
| 2–5 cm | 1.63 (0.96, 2.75) | 0.07 | 1.33 (0.89, 1.97) | 0.16 |
| > 5 cm | 2.69 (0.82, 8.85) | 0.10 | 3.11 (1.30, 7.42) | 0.01 |
aVariables not included in the reduced model are referenced with dashes