| Literature DB >> 34073064 |
Seul Ki Park1, Yul Ha Min2, Minsun Lee3, Sae Byul Lee4.
Abstract
The aim of this study was to explore causal attributions among Korean breast cancer patients who were planning to undergo adjuvant endocrine therapy (AET) as well as the relationships between patient demographic and clinical characteristics and their causal attributions. Causal attributions were assessed with an open-ended response item, which asked patients to list what they thought were the three most important causal factors of their illness. The relationships between patient characteristics and causal attributions were determined through univariate analysis, and the relationships between causal attributions were obtained using social network analysis. A total of 299 participants provided 707 responses. Stress, diet, and exercise were believed to be the three most likely causes of breast cancer. There were no significant differences between causal attributions and the age, education level, marital status, or cancer stage of patients. However, there were differences in the associations between personality, genetics, and reproductive history and patient-identified causal attributions according to the patients' family history of cancer. Patients with a family history of cancer were more likely to believe that personality and genetics/family history were causes of breast cancer compared to patients without such a history. Therefore, it is necessary to educate patients to perceive stress and lifestyle-related factors as modifiable causal factors in order to have a positive effect on their adherence to AET.Entities:
Keywords: breast neoplasm; causality; perception
Mesh:
Year: 2021 PMID: 34073064 PMCID: PMC8198340 DOI: 10.3390/ijerph18115931
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1The flow of study participants selection.
Categories and subcategories of causes attributed to breast cancer.
| Categories | Subcategories |
|---|---|
| Biological factors | Genetics/Family history |
| Poor organ function | |
| Breast condition | |
| Environmental factors | Environmental factors |
| Behavioral factors | Lifestyle in general |
| Exercise | |
| Diet | |
| Weight control | |
| Alcohol/Smoking | |
| Sleep | |
| Lack of prevention | |
| Work-related problems | |
| Reproduction-related factors | Reproductive history |
| Breastfeeding | |
| Hormones | |
| Psychological factors | Emotion |
| Personality | |
| Stress | |
| Others | Low income |
| Existential influences/Fates | |
| Health condition | |
| Restrictive clothing | |
| No causal attribution |
Patient demographic and clinical characteristics (n = 299).
| Characteristics | Mean (SD 1) or n (%) | |
|---|---|---|
| Age (years) | 46.75 (8.18) | |
| ≤40 | 58 (19.4) | |
| >40 | 241 (80.6) | |
| Education level | High School or below | 114 (38.1) |
| College and above | 185 (61.9) | |
| Marital status | No | 40 (13.4) |
| Yes | 257 (86.0) | |
| No information | 2 (0.7) | |
| Employment status | No | 146 (48.8) |
| Yes | 153 (51.2) | |
| Family history of cancer | No | 169 (56.5) |
| Yes | 130 (43.5) | |
| Family history of breast cancer | No | 267 (89.3) |
| Yes | 32 (10.7) | |
| Cancer stage | In situ | 39 (13.0) |
| Invasive (Stage I, II, or III) | 260 (87.0) | |
| Type of surgery | Mastectomy | 57 (19.1) |
| Conservation | 242 (80.9) | |
| Chemotherapy | No | 199 (66.6) |
| Yes | 100 (33.4) | |
| Radiation therapy | No | 51 (17.1) |
| Yes | 248 (82.9) | |
| Menopausal status | No | 226 (75.6) |
| Yes | 73 (24.4) | |
1 SD: Standard Deviation.
Figure 2Frequency (number) of causal attribution categories reported by breast cancer patients.
Causal attributions according to patient demographic and clinical characteristics (n = 299).
| Causes | Age | Education Level | Marital Status | Employment Status | Family History of Cancer | Family History of Breast Cancer | Cancer Stage | Type of Surgery | Chemotherapy | Radiation Therapy | MenopausalStatus | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ≤40 | >40 | High school or below | College and above | No | Yes | No | Yes | No | Yes | No | No | Yes | Invasive | Mastectomy | Conservation | No | Yes | No | Yes | No | Yes | |
| Stress (n = 217) | 74.1 | 69.3 | 69.3 | 70.8 | 67.5 | 70.4 | 69.9 | 70.6 | 69.8 | 70.8 | 70.8 | 65.6 | 69.2 | 70.4 | 66.7 | 71.1 | 71.4 | 68.0 | 72.5 | 69.8 | 72.6 | 63.0 |
| Diet (n = 138) | 56.9 | 42.7 | 46.5 | 44.9 | 50.0 | 45.1 | 42.5 | 48.4 | 46.2 | 44.6 | 46.8 | 34.4 | 38.5 | 46.5 | 49.1 | 44.6 | 47.7 | 41.0 | 56.9 | 43.1 | 46.5 | 42.5 |
| Exercise (n = 68) | 15.5 | 24.5 | 23.7 | 22.2 | 15.8 | 24.1 | 22.6 | 22.9 | 24.9 | 20.0 | 22.5 | 25.0 | 25.6 | 22.3 | 19.3 | 23.6 | 23.1 | 22.0 | 23.5 | 22.6 | 21.7 | 26.0 |
| Work-related problems (n = 34) | 8.6 | 12 | 9.6 | 12.4 | 12.5 | 10.9 | 8.2 | 14.4 | 13.0 | 9.2 | 12.0 | 6.3 | 7.7 | 11.9 | 8.8 | 12.0 | 9.0 | 16.0 | 7.8 | 12.1 | 10.6 | 13.7 |
| Weight control (n = 29) | 12.1 | 9.1 | 7.9 | 10.8 | 5.0 | 10.5 | 11.6 | 7.8 | 7.7 | 12.3 | 9.0 | 15.6 | 10.3 | 9.6 | 10.5 | 9.5 | 8.5 | 12.0 | 5.9 | 10.5 | 9.7 | 9.6 |
| Sleep (n = 27) | 13.8 | 7.9 | 7.0 | 10.3 | 17.5 | 7.8 | 8.9 | 9.2 | 6.5 | 12.3 | 9.0 | 9.4 | 7.7 | 9.2 | 14.0 | 7.9 | 8.5 | 10.0 | 9.8 | 8.9 | 10.6 | 4.1 |
| Alcohol/Smoking (n = 26) | 6.9 | 9.1 | 9.6 | 8.1 | 15.0 | 7.0 | 11.0 | 6.5 | 9.5 | 7.7 | 9.4 | 3.1 | 5.1 | 9.2 | 7.0 | 9.1 | 6.5 | 13.0 | 2.0 | 10.1 | 9.3 | 6.8 |
| Personality (n = 25) | 3.4 | 8.7 | 7.0 | 8.1 | 2.5 | 8.6 | 7.5 | 7.8 |
|
| 6.7 | 15.6 | 10.3 | 7.3 | 7.0 | 7.9 | 8.0 | 7.0 | 3.9 | 8.5 | 7.1 | 9.6 |
| Genetics/Family history (n = 21) | 6.9 | 6.6 | 4.4 | 8.6 | 5.0 | 7.4 | 7.5 | 6.5 |
|
|
|
| 7.7 | 6.9 | 7.0 | 7.0 | 6.0 | 9.0 | 5.9 | 7.3 | 8.4 | 2.7 |
| Environmental Factors (n = 20) | 3.4 | 7.1 | 5.3 | 7.0 | 2.5 | 7.0 |
|
| 7.7 | 4.6 | 6.4 | 6.3 | 7.7 | 6.2 | 5.3 | 6.6 | 7.5 | 4.0 | 5.9 | 6.5 | 6.2 | 6.8 |
| Lifestyle in general (n = 20) | 6.9 | 6.6 | 9.6 | 4.9 | 12.5 | 5.8 | 5.5 | 7.8 | 8.3 | 4.6 | 7.1 | 3.1 | 5.1 | 6.9 | 7.0 | 6.6 | 6.0 | 8.0 | 3.9 | 7.3 | 7.1 | 5.5 |
| Hormones (n = 18) | 5.2 | 6.2 | 3.5 | 7.6 | 7.5 | 5.8 | 7.5 | 4.6 | 4.1 | 8.5 | 6.4 | 3.1 | 12.8 | 5.0 | 3.5 | 6.6 | 7.5 | 3.0 | 2.0 | 6.9 | 5.3 | 8.2 |
| Lack of prevention (n = 17) | 5.2 | 5.4 | 5.3 | 5.4 | 2.5 | 5.8 | 5.5 | 5.2 | 5.9 | 4.6 | 6.0 | 0.0 | 5.1 | 5.4 | 5.3 | 5.4 | 6.5 | 3.0 | 5.9 | 5.2 |
|
|
| Breastfeeding (n = 16) | 5.2 | 5.4 | 2.6 | 7.0 | 0.0 | 6.2 | 4.8 | 5.9 | 7.1 | 3.1 | 5.6 | 3.1 | 5.1 | 5.4 | 5.3 | 5.4 | 5.0 | 6.0 | 2.0 | 6.0 | 6.2 | 2.7 |
| Reproductive history (n = 14) | 3.4 | 4.6 | 2.6 | 5.4 | 10.0 | 3.5 | 2.7 | 5.9 |
|
| 4.5 | 3.1 | 2.6 | 4.6 | 0.0 | 5.4 | 5.0 | 3.0 | 2.0 | 4.8 | 4.0 | 5.5 |
| Poor organ function (n = 7) | 1.7 | 2.5 | 1.8 | 2.7 | 0.0 | 2.7 | 2.7 | 2.0 | 3.0 | 1.5 | 2.6 | 0.0 | 2.6 | 2.3 | 1.8 | 2.5 | 3.0 | 1.0 | 2.0 | 2.4 | 2.2 | 2.7 |
| Emotion (n = 3) | 0 | 1.2 | 0.9 | 1.1 | 0.0 | 1.2 | 2.1 | 0.0 | 0.0 | 2.3 | 0.7 | 3.1 | 0.0 | 1.2 | 3.5 | 0.4 | 1.5 | 0.0 | 2.0 | 0.8 | 0.4 | 2.7 |
| Existential influences/Fates (n = 2) | 0 | 0.8 | 0.9 | 0.5 | 0.0 | 0.8 | 0.0 | 1.3 | 0.6 | 0.8 | 0.7 | 0.0 | 0.0 | 0.8 | 0.0 | 0.8 | 1.0 | 0.0 | 0.0 | 0.8 | 0.4 | 1.4 |
| Health condition (n = 2) | 0 | 0.8 | 0.9 | 0.5 | 0.0 | 0.8 | 0.7 | 0.7 | 1.2 | 0.0 | 0.7 | 0.0 | 0.0 | 0.8 | 0.0 | 0.8 | 1.0 | 0.0 | 0.0 | 0.8 | 0.9 | 0.0 |
| Breast condition (n = 1) | 1.7 | 0 | 0.0 | 0.5 | 0.0 | 0.4 | 0.7 | 0.0 | 0.6 | 0.0 | 0.4 | 0.0 | 0.0 | 0.4 | 1.8 | 0.0 | 0.0 | 1.0 | 0.0 | 0.4 | 0.4 | 0.0 |
| Restrictive clothing (n = 1) | 1.7 | 0 | 0.0 | 0.5 | 0.0 | 0.4 | 0.0 | 0.7 | 0.6 | 0.0 | 0.4 | 0.0 | 0.0 | 0.4 | 0.0 | 0.4 | 0.0 | 1.0 | 0.0 | 0.4 | 0.4 | 0.0 |
| No causal attribution (n = 1) | 0 | 0.4 | 0.0 | 0.5 | 0.0 | 0.4 | 0.7 | 0.0 | 0.6 | 0.0 | 0.4 | 0.0 | 0.0 | 0.4 | 0.0 | 0.4 | 0.0 | 1.0 | 0.0 | 0.4 | 0.0 | 1.4 |
*** p < 0.001, ** p < 0.01, * p < 0.05; Numbers in bold type mean that the p-value is less than 0.05.
The nodes with the frequency and degree of patients with no family history of cancer and a family history of cancer.
| No Family History of Cancer ( | Family History of Cancer ( | ||||||
|---|---|---|---|---|---|---|---|
| Causes | Frequency | Causes | Degree | Causes | Frequency | Causes | Degree |
| Stress | 120 | Diet | 16 | Stress | 97 | Stress | 15 |
| Diet | 80 | Stress | 16 | Diet | 58 | Diet | 14 |
| Exercise | 42 | Exercise | 12 | Exercise | 26 | Genetics/Family history | 12 |
| Work-related problems | 22 | Breastfeeding | 10 | Personality | 17 | Exercise | 11 |
| Alcohol/Smoking | 16 | Environmental Factors | 9 | Weight control | 16 | Personality | 11 |
| Environmental Factors | 14 | Lifestyle in general | 9 | Sleep | 16 | Weight control | 11 |
| Lifestyle in general | 14 | Alcohol/Smoking | 9 | Genetics/Family history | 15 | Alcohol/Smoking | 9 |
| Weight control | 13 | Work-related problems | 9 | Work-related problems | 12 | Sleep | 8 |
| Reproductive history | 13 | Reproductive history | 9 | Hormones | 11 | Hormones | 8 |
| Breastfeeding | 12 | Weight control | 8 | Alcohol/Smoking | 10 | Work-related problems | 6 |
Figure 3Network of causal attributions of breast cancer in patients with no family history of cancer (nodes of the same color mean that they belong to the same category.).
Figure 4Network of causal attributions of breast cancer in patients with a family history of cancer (nodes of the same color mean that they belong to the same category.).