The Association Between Religiosity and Lifelong Cancer Incidence in an Israeli Male Cohort: A Competing Risk Survival Analysis
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Population
2.2. Variables and Measurements
2.3. Statistical Analysis
3. Results
3.1. Association Between Religiosity and Cancer Incidence
3.2. Association with Mortality
3.3. Heterogeneity of Cancer Types
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| 1. Religious Only | 2. Secular & Religious | 3. Secular Only | 4. Did Not Learn or Category Was Unchecked | |
|---|---|---|---|---|
| 1 (Most religious) | Religious | Religious | Religious | Religious |
| 2 | Religious | Religious | Traditional | Religious |
| 3 | Religious | Traditional | Secular | Traditional |
| 4 | Traditional | Secular | Secular | Secular |
| 5 (Least religious) | Secular | Secular | Secular | Secular |
| Variable | Secular | Religious | Traditional | Standardized Mean Difference |
|---|---|---|---|---|
| n | 3753 | 3598 | 1395 | |
| Age at study entry (mean (SD)) | 49.64 (6.73) | 50.02 (6.76) | 48.90 (6.57) | 0.11 |
| Smoking (%) | 0.22 | |||
| Never smoked | 1041 (27.7) | 1369 (38.0) | 426 (30.5) | |
| 1–10 cigs/day | 479 (12.8) | 507 (14.1) | 214 (15.3) | |
| 11–20 cigs/day | 760 (20.3) | 647 (18.0) | 291 (20.9) | |
| 21+ cigs/day | 600 (16.0) | 351 (9.8) | 203 (14.6) | |
| 5+ cigar/pipe/day | 59 (1.6) | 27 (0.8) | 8 (0.6) | |
| <5 cigar/pipe/day | 50 (1.3) | 33 (0.9) | 21 (1.5) | |
| Ex-smoker | 764 (20.4) | 664 (18.5) | 232 (16.6) | |
| Work activity (%) | 0.24 | |||
| Mainly sitting at desk | 1867 (49.7) | 1301 (36.2) | 618 (44.3) | |
| Mainly sitting at wheel | 181 (4.8) | 110 (3.1) | 69 (4.9) | |
| Mainly standing | 484 (12.9) | 516 (14.3) | 179 (12.8) | |
| Mainly walking | 864 (23.0) | 1006 (28.0) | 370 (26.5) | |
| Physical work (mainly) | 325 (8.7) | 616 (17.1) | 144 (10.3) | |
| Does not work | 28 (0.7) | 47 (1.3) | 13 (0.9) | |
| Other types of activity | 4 (0.1) | 2 (0.1) | 2 (0.1) | |
| Systolic blood pressure (mean (SD)) | 137.61 (21.02) | 138.58 (21.71) | 137.42 (22.56) | 0.03 |
| Diabetes (%) | 199 (5.3) | 268 (7.4) | 98 (7.0) | 0.06 |
| Cholesterol (mean (SD)) | 212.53 (38.25) | 203.08 (38.99) | 206.62 (36.58) | 0.16 |
| Leisure activity (%) | 0.12 | |||
| Almost none | 2053 (54.7) | 2275 (63.2) | 797 (57.1) | |
| Sporadic | 617 (16.4) | 444 (12.3) | 226 (16.2) | |
| Light | 758 (20.2) | 622 (17.3) | 261 (18.7) | |
| Energetic | 325 (8.7) | 257 (7.1) | 111 (8.0) | |
| Body mass index (mean (SD)) | 25.75 (3.06) | 25.96 (3.48) | 26.06 (3.20) | 0.06 |
| Socioeconomic status (%) | 0.43 | |||
| 1 | 534 (14.2) | 1266 (35.2) | 260 (18.6) | |
| 2 | 813 (21.7) | 865 (24.0) | 384 (27.5) | |
| 3 | 1303 (34.7) | 1000 (27.8) | 510 (36.6) | |
| 4 | 565 (15.1) | 235 (6.5) | 140 (10.0) | |
| 5 (highest) | 538 (14.3) | 232 (6.4) | 101 (7.2) |
| Variable | Hazard Ratio (HR) | 95% Confidence Interval | p-Value |
|---|---|---|---|
| Religious Group | |||
| Secular | 1 (ref.) | 1 (ref.) | |
| Traditional | 0.91 | 0.82–1.02 | 0.1 |
| Religious | 0.80 | 0.73–0.87 | <0.001 |
| Smoking | |||
| Never Smoked | 1 (ref.) | 1 (ref.) | |
| 1–10 cigs/day | 1.01 | 0.89–1.15 | 0.84 |
| 11–20 cigs/day | 1.50 | 1.34–1.67 | <0.001 |
| 21+ cigs/day | 1.76 | 1.56–1.99 | <0.001 |
| 5+ cigar/pipe/day | 1.48 | 1.03–2.13 | 0.03 |
| <5 cigar/pipe/day | 1.08 | 0.79–1.48 | 0.64 |
| Ex-smoker | 1.05 | 0.93–1.17 | 0.49 |
| Work Activity | |||
| Sitting at Desk | 1 (ref.) | 1 (ref.) | |
| Sitting at Wheel | 1.26 | 1.04–1.52 | 0.02 |
| Mainly Standing | 1.02 | 0.91–1.15 | 0.72 |
| Mainly Walking | 1.05 | 0.95–1.17 | 0.33 |
| Physical Work | 1.06 | 0.91–1.24 | 0.44 |
| Does Not Work | 0.96 | 0.65–1.43 | 0.84 |
| Other | 1.63 | 0.62–4.33 | 0.32 |
| Socioeconomic Status | |||
| SES Level 1 | 1 (ref.) | 1 (ref.) | |
| SES Level 2 | 1.02 | 0.90–1.15 | 0.78 |
| SES Level 3 | 1.02 | 0.90–1.16 | 0.73 |
| SES Level 4 | 1.13 | 0.96–1.33 | 0.14 |
| SES Level 5 (highest) | 1.09 | 0.93–1.27 | 0.29 |
| Leisure Activity | |||
| Almost None | 1 (ref.) | 1 (ref.) | |
| Sporadic | 1.05 | 0.94–1.17 | 0.42 |
| Light | 0.99 | 0.89–1.10 | 0.86 |
| Energetic | 0.99 | 0.86–1.14 | 0.85 |
| Systolic Blood Pressure (per 10 mmHg increase) | 1.02 | 1.00–1.04 | 0.03 |
| Diabetes (yes vs. no) | 0.87 | 0.71–1.07 | 0.19 |
| Cholesterol (per 40 mg/dL increase) | 0.99 | 0.95–1.03 | 0.54 |
| Body Mass Index (per 1 kg/m2 increase) | 1.00 | 0.99–1.02 | 0.67 |
| Variable | Hazard Ratio (HR) | 95% Confidence Interval | p-Value |
|---|---|---|---|
| Religious Group | |||
| Secular | 1 (ref.) | 1 (ref.) | |
| Traditional | 1.02 | 0.94–1.10 | 0.65 |
| Religious | 0.97 | 0.91–1.03 | 0.30 |
| Smoking | |||
| Never Smoked | 1 (ref.) | 1 (ref.) | |
| 1–10 cigs/day | 1.09 | 1.00–1.18 | 0.04 |
| 11–20 cigs/day | 1.29 | 1.20–1.40 | <0.001 |
| 21+ cigs/day | 1.72 | 1.57–1.87 | <0.001 |
| 5+ cigar/pipe/day | 1.38 | 1.06–1.81 | 0.02 |
| <5 cigar/pipe/day | 0.92 | 0.71–1.18 | 0.50 |
| Ex-smoker | 1.10 | 1.03–1.18 | 0.01 |
| Work Activity | |||
| Sitting at Desk | 1 (ref.) | 1 (ref.) | |
| Sitting at Wheel | 1.01 | 0.87–1.17 | 0.90 |
| Mainly Standing | 1.04 | 0.96–1.13 | 0.38 |
| Mainly Walking | 1.06 | 0.99–1.13 | 0.12 |
| Physical Work | 1.13 | 1.03–1.25 | 0.01 |
| Does Not Work | 1.30 | 1.00–1.69 | 0.05 |
| Other | 0.84 | 0.44–1.63 | 0.61 |
| Socioeconomic Status | |||
| SES Level 1 | 1 (ref.) | 1 (ref.) | |
| SES Level 2 | 0.95 | 0.88–1.03 | 0.20 |
| SES Level 3 | 0.90 | 0.83–0.97 | 0.01 |
| SES Level 4 | 0.83 | 0.75–0.93 | 0.01 |
| SES Level 5 (highest) | 0.77 | 0.69–0.87 | <0.001 |
| Leisure Activity | |||
| Almost None | 1 (ref.) | 1 (ref.) | |
| Sporadic | 0.93 | 0.86–0.99 | 0.04 |
| Light | 0.94 | 0.88–1.01 | 0.09 |
| Energetic | 0.95 | 0.87–1.04 | 0.25 |
| Systolic Blood Pressure (per 10 mmHg increase) | 1.14 | 1.12–1.15 | <0.001 |
| Diabetes (yes vs. no) | 1.89 | 1.70–2.10 | <0.001 |
| Cholesterol (per 40 mg/dL increase) | 1.11 | 1.08–1.14 | <0.001 |
| Body Mass Index (per 1 kg/m2 increase) | 1.01 | 1.00–1.02 | 0.03 |
| Cancer Type (Percentage in Cohort) | Traditional HR (95% CI) | Traditional p-Value | Religious HR (95% CI) | Religious p-Value |
|---|---|---|---|---|
| Prostate (16.1%) | 0.92 (0.70–1.21) | 0.56 | 0.76 (0.61–0.94) | 0.01 |
| Lung (11.4%) | 0.81 (0.58–1.14) | 0.22 | 0.72 (0.55–0.95) | 0.02 |
| Colon (10.9%) | 0.91 (0.65–1.28) | 0.59 | 0.98 (0.76–1.27) | 0.88 |
| Bladder (8.8%) | 0.82 (0.56–1.20) | 0.30 | 0.82 (0.61–1.10) | 0.19 |
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Varkel, L.; Goldbourt, U.; Gerber, Y. The Association Between Religiosity and Lifelong Cancer Incidence in an Israeli Male Cohort: A Competing Risk Survival Analysis. Epidemiologia 2026, 7, 38. https://doi.org/10.3390/epidemiologia7020038
Varkel L, Goldbourt U, Gerber Y. The Association Between Religiosity and Lifelong Cancer Incidence in an Israeli Male Cohort: A Competing Risk Survival Analysis. Epidemiologia. 2026; 7(2):38. https://doi.org/10.3390/epidemiologia7020038
Chicago/Turabian StyleVarkel, Lipaz, Uri Goldbourt, and Yariv Gerber. 2026. "The Association Between Religiosity and Lifelong Cancer Incidence in an Israeli Male Cohort: A Competing Risk Survival Analysis" Epidemiologia 7, no. 2: 38. https://doi.org/10.3390/epidemiologia7020038
APA StyleVarkel, L., Goldbourt, U., & Gerber, Y. (2026). The Association Between Religiosity and Lifelong Cancer Incidence in an Israeli Male Cohort: A Competing Risk Survival Analysis. Epidemiologia, 7(2), 38. https://doi.org/10.3390/epidemiologia7020038

