Submitted:
01 July 2025
Posted:
03 July 2025
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Study Design and Population
2.2. Measures
2.2.1. Fatalism
2.2.2. Hispanic Origin
2.2.3. Acculturation
2.2.4. Fear of Recurrence
2.2.5. Other Covariates
2.3. Statistical Analysis
3. Results
3.1. Study Participants
3.2. Fatalism Scores by Participant Characteristics
3.3. Characteristics of Fatalism
3.4. Factors Associated with Fatalism
4. Discussion
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| QOL | Quality of life |
| US | United States |
| FCDS | Florida Cancer Data System |
| IRB | Institutional Review Board |
| MFM | Multidimensional Fatalism Measure |
| BMI | Body mass index |
| CI | Confidence Interval |
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| Total | Colombian | Cuban | Dominican | Mexican | Puerto Rican | Venezuelan | Other Hispanic | ||||||||||
| No. of participants | 390 | 100.0 | 34 | 8.7 | 25 | 6.4 | 29 | 7.4 | 22 | 5.6 | 210 | 53.8 | 24 | 6.2 | 46 | 11.8 | |
| Mean (SD) | P-value | ||||||||||||||||
| Age at diagnosis | 55.0 | (11.9) | 56.4 | (9.8) | 57.1 | (12.0) | 55.7 | (13.3) | 50.0 | (12.2) | 55.7 | (11.9) | 53.5 | (12.3) | 52.3 | (11.1) | 0.177 |
| Current age | 59.5 | (11.8) | 60.4 | (9.6) | 61.6 | (12.3) | 60.0 | (13.0) | 55.0 | (11.7) | 60.2 | (11.8) | 57.9 | (12.2) | 57.6 | (11.6) | 0.375 |
| Years since diagnosis | 4.8 | (2.0) | 4.8 | (2.1) | 4.6 | (1.9) | 4.4 | (1.9) | 5.1 | (2.1) | 4.6 | (1.9) | 4.6 | (1.8) | 5.6 | (2.9) | 0.089 |
| Years lived in US | 32.9 | (19.4) | 33.6 | (18.2) | 45.4 | (17.9) | 40.9 | (16.7) | 37.7 | (16.5) | 31.3 | (19.9) | 13.5 | (11.1) | 35.6 | (16.1) | <0.001 |
| Body mass index | 28.7 | (5.7) | 26.7 | (4.8) | 29.3 | (5.6) | 28.1 | (5.4) | 29.5 | (6.5) | 29.2 | (5.9) | 27.8 | (6.2) | 27.9 | (4.4) | 0.194 |
| N, % | P-value | ||||||||||||||||
| Race | 0.029 | ||||||||||||||||
| White | 183 | 46.9 | 15 | 44.1 | 5 | 20.0 | 20 | 69.0 | 12 | 54.5 | 98 | 46.7 | 9 | 37.5 | 24 | 52.2 | |
| Nonwhite | 207 | 53.1 | 19 | 55.9 | 20 | 80.0 | 9 | 31.0 | 10 | 45.5 | 112 | 53.3 | 15 | 62.5 | 22 | 47.8 | |
| Current smoking | 0.729 | ||||||||||||||||
| No | 372 | 95.4 | 32 | 94.1 | 23 | 92.0 | 29 | 100.0 | 22 | 100.0 | 200 | 95.2 | 23 | 95.8 | 43 | 93.5 | |
| Yes | 15 | 3.8 | 2 | 5.9 | 2 | 8.0 | . | . | . | . | 8 | 3.8 | 1 | 4.2 | 2 | 4.3 | |
| Marital status | 0.074 | ||||||||||||||||
| Married | 234 | 60.0 | 20 | 58.8 | 20 | 80.0 | 14 | 48.3 | 15 | 68.2 | 117 | 55.7 | 16 | 66.7 | 32 | 69.6 | |
| Divorced/separated/widowed | 151 | 38.7 | 14 | 41.2 | 4 | 16.0 | 15 | 51.7 | 6 | 27.3 | 90 | 42.9 | 8 | 33.3 | 14 | 30.4 | |
| Household income | 0.090 | ||||||||||||||||
| < $20,000 | 67 | 17.2 | 10 | 29.4 | 3 | 12.0 | 6 | 20.7 | 2 | 9.1 | 37 | 17.6 | 3 | 12.5 | 6 | 13.0 | |
| $20,000 - < $75,000 | 176 | 45.1 | 14 | 41.2 | 5 | 20.0 | 11 | 37.9 | 13 | 59.1 | 100 | 47.6 | 13 | 54.2 | 20 | 43.5 | |
| ≥ $75,000 | 92 | 23.6 | 7 | 20.6 | 11 | 44.0 | 6 | 20.7 | 3 | 13.6 | 48 | 22.9 | 3 | 12.5 | 14 | 30.4 | |
| Prefer not to answer | 55 | 14.1 | 3 | 8.8 | 6 | 24.0 | 6 | 20.7 | 4 | 18.2 | 25 | 11.9 | 5 | 20.8 | 6 | 13.0 | |
| Education level | 0.025 | ||||||||||||||||
| ≤ High school | 122 | 31.3 | 13 | 38.2 | 9 | 36.0 | 11 | 37.9 | 13 | 59.1 | 60 | 28.6 | 4 | 16.7 | 12 | 26.1 | |
| Some college+ | 267 | 68.5 | 21 | 61.8 | 16 | 64.0 | 18 | 62.1 | 8 | 36.4 | 150 | 71.4 | 20 | 83.3 | 34 | 73.9 | |
| Multimorbidity | 0.309 | ||||||||||||||||
| No | 157 | 40.3 | 16 | 47.1 | 10 | 40.0 | 11 | 37.9 | 12 | 54.5 | 75 | 35.7 | 12 | 50.0 | 21 | 45.7 | |
| Yes | 218 | 55.9 | 18 | 52.9 | 14 | 56.0 | 17 | 58.6 | 9 | 40.9 | 129 | 61.4 | 11 | 45.8 | 20 | 43.5 | |
| Language used at home | <0.001 | ||||||||||||||||
| More Spanish | 203 | 52.1 | 22 | 64.7 | 9 | 36.0 | 13 | 44.8 | 10 | 45.5 | 112 | 53.3 | 22 | 91.7 | 15 | 32.6 | |
| Both equally | 86 | 22.1 | 5 | 14.7 | 4 | 16.0 | 7 | 24.1 | 1 | 4.5 | 57 | 27.1 | 1 | 4.2 | 11 | 23.9 | |
| More English | 99 | 25.4 | 7 | 20.6 | 12 | 48.0 | 9 | 31.0 | 10 | 45.5 | 41 | 19.5 | 1 | 4.2 | 19 | 41.3 | |
| Birthplace | 0.167 | ||||||||||||||||
| US | 308 | 79.0 | 31 | 91.2 | 18 | 72.0 | 23 | 79.3 | 18 | 81.8 | 159 | 75.7 | 23 | 95.8 | 36 | 78.3 | |
| Non-US | 81 | 20.8 | 3 | 8.8 | 7 | 28.0 | 6 | 20.7 | 4 | 18.2 | 50 | 23.8 | 1 | 4.2 | 10 | 21.7 | |
| Stage | 0.441 | ||||||||||||||||
| In situ | 65 | 16.7 | 7 | 20.6 | 3 | 12.0 | 7 | 24.1 | 4 | 18.2 | 35 | 16.7 | 1 | 4.2 | 8 | 17.4 | |
| Localized | 158 | 40.5 | 12 | 35.3 | 12 | 48.0 | 11 | 37.9 | 7 | 31.8 | 87 | 41.4 | 17 | 70.8 | 12 | 26.1 | |
| Regional/Distant | 66 | 16.9 | 4 | 11.8 | 4 | 16.0 | 5 | 17.2 | 3 | 13.6 | 41 | 19.5 | 2 | 8.3 | 7 | 15.2 | |
| Surgery | 0.467 | ||||||||||||||||
| No | 15 | 3.8 | 3 | 8.8 | 1 | 4.0 | 1 | 3.4 | . | . | 7 | 3.3 | 1 | 4.2 | 2 | 4.3 | |
| Breast-conserving surgery | 199 | 51.0 | 20 | 58.8 | 18 | 72.0 | 16 | 55.2 | 12 | 54.5 | 102 | 48.6 | 10 | 41.7 | 21 | 45.7 | |
| Mastectomy | 176 | 45.1 | 11 | 32.4 | 6 | 24.0 | 12 | 41.4 | 10 | 45.5 | 101 | 48.1 | 13 | 54.2 | 23 | 50.0 | |
| Radiation therapy | 0.160 | ||||||||||||||||
| No | 209 | 53.6 | 16 | 47.1 | 8 | 32.0 | 15 | 51.7 | 11 | 50.0 | 115 | 54.8 | 13 | 54.2 | 31 | 67.4 | |
| Yes | 170 | 43.6 | 18 | 52.9 | 15 | 60.0 | 14 | 48.3 | 10 | 45.5 | 89 | 42.4 | 11 | 45.8 | 13 | 28.3 | |
| Chemotherapy | 0.008 | ||||||||||||||||
| No | 217 | 55.6 | 21 | 61.8 | 18 | 72.0 | 15 | 51.7 | 9 | 40.9 | 117 | 55.7 | 6 | 25.0 | 31 | 67.4 | |
| Yes | 172 | 44.1 | 12 | 35.3 | 7 | 28.0 | 14 | 48.3 | 13 | 59.1 | 93 | 44.3 | 18 | 75.0 | 15 | 32.6 | |
| ER status | 0.347 | ||||||||||||||||
| Negative | 54 | 13.8 | 5 | 14.7 | 3 | 12.0 | 4 | 13.8 | 6 | 27.3 | 24 | 11.4 | 6 | 25.0 | 6 | 13.0 | |
| Positive | 319 | 81.8 | 27 | 79.4 | 22 | 88.0 | 22 | 75.9 | 15 | 68.2 | 176 | 83.8 | 18 | 75.0 | 39 | 84.8 | |
| Fear of recurrence | 0.470 | ||||||||||||||||
| Low | 132 | 33.8 | 13 | 38.2 | 12 | 48.0 | 8 | 27.6 | 10 | 45.5 | 63 | 30.0 | 10 | 41.7 | 16 | 34.8 | |
| Moderate | 201 | 51.5 | 19 | 55.9 | 11 | 44.0 | 15 | 51.7 | 11 | 50.0 | 109 | 51.9 | 13 | 54.2 | 23 | 50.0 | |
| High | 50 | 12.8 | 2 | 5.9 | 2 | 8.0 | 6 | 20.7 | 1 | 4.5 | 33 | 15.7 | 1 | 4.2 | 5 | 10.9 | |
| Variable | Category | N | Estimated Mean (95% CI) | P-value | |
|---|---|---|---|---|---|
| Total | 16.4 | (15.8–17.0) | |||
| Hispanic origin | Colombian | 34 | 13.3 | (11.2–15.4) | 0.060 |
| Cuban | 25 | 15.6 | (13.1–18.1) | ||
| Dominican | 29 | 17.4 | (15.1–19.7) | ||
| Mexican | 22 | 17.8 | (15.2–20.5) | ||
| Puerto Rican | 210 | 16.7 | (15.9–17.6) | ||
| Venezuelan | 24 | 17.4 | (14.9–132.8) | ||
| Other Hispanic | 46 | 15.8 | (14.1–17.7) | ||
| Current age (years) | 20 - < 40 | 15 | 18.7 | (15.5–21.8) | 0.377 |
| 40 - < 55 | 131 | 16.6 | (15.5–17.7) | ||
| 55 - 70 | 159 | 15.9 | (14.9–16.9) | ||
| ≥ 70 | 85 | 16.7 | (15.3– 18.0) | ||
| Race | White | 207 | 15.9 | (15.1–16.8) | 0.111 |
| Nonwhite | 183 | 17.0 | (16.0–17.9) | ||
| Body mass index (kg/m2) | < 25 | 109 | 16.2 | (15.1–17.4) | 0.709 |
| 25 - < 30 | 141 | 16.3 | (15.2–17.3) | ||
| ≥ 30 | 135 | 16.8 | (15.7–17.9) | ||
| Current smoking | No | 372 | 16.3 | (15.7–17.0) | 0.304 |
| Yes | 15 | 18.1 | (14.8–21.3) | ||
| Marital status | Married | 234 | 16.6 | (15.7–17.4) | 0.770 |
| Unmarried | 151 | 16.4 | (15.3–17.4) | ||
| Household income | < $20,000 | 67 | 18.5 | (17.0–20.0) | 0.004 |
| $20,000 - < $75,000 | 176 | 16.1 | (15.2–17.0) | ||
| ≥ $75,000 | 92 | 15.1 | (13.8–16.3) | ||
| Prefer not to answer | 55 | 17.1 | (15.5–18.8) | ||
| Education level | ≤ High school | 122 | 18.2 | (17.1–19.3) | < 0.001 |
| Some college or more | 267 | 15.6 | (14.8–16.4) | ||
| Language use at home | More Spanish | 203 | 17.1 | (16.2–17.9) | 0.007 |
| Both equally | 86 | 17.0 | (15.6–18.3) | ||
| More English | 99 | 14.7 | (13.5–16.0) | ||
| Birthplace | United States | 81 | 15.8 | (14.4–17.2) | 0.314 |
| Outside United States | 308 | 16.6 | (15.9–17.3) | ||
| Multimorbidity | No | 157 | 16.7 | (15.7–17.7) | 0.513 |
| Yes | 218 | 16.2 | (15.4–17.1) | ||
| Cancer stage | In Situ | 65 | 16.2 | (14.6–17.7) | 0.574 |
| Localized | 158 | 16.1 | (15.1–17.1) | ||
| Regional/Distant | 66 | 17.0 | (15.5–18.6) | ||
| Surgery | No | 15 | 13.8 | (10.6–17.0) | 0.259 |
| Breast-conserving surgery | 199 | 16.6 | (15.7– 17.5) | ||
| Mastectomy | 176 | 16.5 | (15.5–17.4) | ||
| Radiotherapy | No | 209 | 16.4 | (15.6–17.3) | 0.895 |
| Yes | 170 | 16.4 | (15.4–17.3) | ||
| Chemotherapy | No | 217 | 16.3 | (15.4–17.1) | 0.527 |
| Yes | 172 | 16.7 | (15.7–17.6) | ||
| Estrogen receptor | Negative | 54 | 16.3 | (14.6–18.0) | 0.881 |
| Positive | 319 | 16.4 | (15.7–17.1) | ||
| Years since diagnosis (years) | < 2 | 42 | 14.1 | (12.2–16.1) | 0.043 |
| 2 - < 5 | 216 | 16.8 | (16.0–17.7) | ||
| 5 - < 10 | 132 | 16.5 | (15.4–17.6) | ||
| Years lived in US | < 10 | 64 | 16.1 | (14.5–17.6) | 0.718 |
| 10 - < 30 | 119 | 16.8 | (15.6–17.9) | ||
| ≥ 30 | 206 | 16.3 | (15.4–17.2) | ||
| Fear of recurrence | Low | 132 | 15.6 | (14.5–16.7) | 0.039 |
| Moderate | 201 | 16.6 | (15.7–17.4) | ||
| High | 50 | 18.2 | (16.5–20.0) | ||
| Variable | Fatalism | Religious belief | External locus of control | Internal locus of control | Belief in luck |
|---|---|---|---|---|---|
| Mean (SD) | 16.4 (6.3) | 21.3 (7.5) | 10.9 (5.3) | 23.4 (5.0) | 12.6 (4.7) |
| Correlation Matrix: Correlation Coefficient (P-value) | |||||
| Religious belief | 0.394 (P< 0.001) |
||||
| External locus of control | 0.400 (P< 0.001) |
0.125 (P= 0.014) |
|||
| Internal locus of control | 0.150 (P= 0.003) |
-0.003 (P= 0.949) |
-0.045 (P= 0.677) |
||
| Belief in luck | 0.273 (P< 0.001) |
0.156 (P= 0.002) |
0.384 (P< 0.001) |
0.060 (P= 0.234) |
|
| Characteristics | Parameter | β | SE | P-value |
|---|---|---|---|---|
| Intercept | 19.3 | 2.4 | <.0001 | |
| Hispanic Origin (Ref: Puerto Rican) | Colombian | -4.0 | 1.2 | 0.001 |
| Cuban | -0.9 | 1.4 | 0.527 | |
| Dominican | -0.1 | 1.2 | 0.945 | |
| Mexican | 1.3 | 1.5 | 0.395 | |
| Venezuelan | 1.3 | 1.4 | 0.357 | |
| Other Hispanic | -0.7 | 1.1 | 0.522 | |
| Current age (Ref: 20 - < 40) | 40 - < 55 | -2.0 | 1.7 | 0.252 |
| 55 - < 70 | -2.9 | 1.7 | 0.099 | |
| 70 + | -3.3 | 1.8 | 0.075 | |
| Race (ref: white) | Non-white | 0.6 | 0.7 | 0.327 |
| Household income (Ref: < $20,000) | $20,000 - < $75,000 | -2.3 | 0.9 | 0.011 |
| ≥ $75,000 | -2.4 | 1.1 | 0.033 | |
| Prefer not to answer | -1.3 | 1.1 | 0.259 | |
| Education (Ref: ≤ High school) | Some college + | -1.9 | 0.8 | 0.012 |
| Language use at home (Ref: More Spanish) | Both equally | -0.2 | 0.9 | 0.815 |
| More English | -2.0 | 1.0 | 0.042 | |
| Years lived in US (ref: < 10) | 10 - < 30 | 0.9 | 1.0 | 0.390 |
| 30+ | 1.5 | 1.1 | 0.147 | |
| Years since diagnosis (Ref: < 2) | 2 - < 5 | 1.9 | 1.1 | 0.086 |
| ≥ 5 | 1.9 | 1.1 | 0.099 | |
| Fear of recurrence (Ref: Low) | Moderate | 0.8 | 0.7 | 0.276 |
| High | 1.7 | 1.1 | 0.126 |
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