Number of Heat Wave Deaths by Diagnosis, Sex, Age Groups, and Area, in Slovenia, 2015 vs. 2003
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Area
2.2. Number of Deaths Source
2.3. Definition of Heat Wave, Heat Wave Deaths and Expected Deaths
2.4. Definitions of Subgroups
2.5. Statistical Analysis: Relative Risk, Excess Deaths, and Relative Risks Ratio
3. Results
3.1. Analysis of Heat Waves in 2015
3.2. Analysis of Heat Waves in 2003
3.3. Analysis of 2015 vs. 2003
3.4. “Lag” and “Harvesting” Effects
4. Discussion
5. Conclusions
Author Contributions
Conflicts of Interest
References
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Heat Waves in Slovenia in 2015 | Average Pseudo Equivalent Temperature (°C), 2015 | Heat Waves in Slovenia in 2003 | Average Pseudo Equivalent Temperature (°C), 2003 |
---|---|---|---|
June | June | ||
3 June 2015 | 56.6 | 9 June 2003 | 58.2 |
4 June 2015 | 56.5 | 10 June 2003 | 60.5 |
July | 11 June 2003 | 60.0 | |
2 July 2015 | 59.4 | 12 June 2003 | 63.5 |
3 July 2015 | 61.4 | 13 June 2003 | 62.8 |
4 July 2015 | 60.3 | 14 June 2003 | 58.4 |
5 July 2015 | 62.5 | 15 June 3003 | 56.5 |
6 July 2015 | 68.4 | 23 June 2003 | 61.9 |
7 July 2015 | 67.7 | 24 June 2003 | 61.6 |
8 July 2015 | 69.5 | 25 June 2003 | 62 |
14 July 2015 | 57.7 | 30 June 2003 | 57.4 |
15 July 2015 | 61.1 | July | |
16 July 2015 | 66.2 | 1 July 2003 | 58.3 |
17 July 2015 | 69.1 | 16 July 2003 | 56.2 |
18 July 2015 | 67.9 | 17 July 2003 | 61.9 |
19 July 2015 | 67.9 | 21 July 2003 | 61.3 |
20 July 2015 | 64.7 | 22 July 2003 | 61.3 |
21 July 2015 | 67.8 | 23 July 2003 | 61.9 |
22 July 2015 | 66.5 | August | |
23 July 2015 | 69.7 | 4 August 2003 | 62.8 |
24 July 2015 | 65.6 | 5 August 2003 | 62.7 |
25 July 2015 | 64.3 | 6 August 2003 | 61.9 |
August | 9 August 2003 | 59.3 | |
2 August 2015 | 58.2 | 10 August 2003 | 59.7 |
3 August 2015 | 60.9 | 11 August 2003 | 57.2 |
4 August 2015 | 62.9 | 13 August 2003 | 62.7 |
5 August 2015 | 63.6 | 14 August 2003 | 62.7 |
6 August 2015 | 65.8 | 17 August 2003 | 60.9 |
7 August 2015 | 65.8 | 18 August 2003 | 64.6 |
8 August 2015 | 61.5 | 23 August 2003 | 58.1 |
14 August 2015 | 64.0 | 24 August 2003 | 56.9 |
15 August 2015 | 69.4 | 28 August 2003 | 56.0 |
16 August 2015 | 57.1 | 29 August 2003 | 61.5 |
27 August 2015 | 58.3 | ||
28 August 2015 | 62.1 | ||
29 August 2015 | 64.1 | ||
30 August 2015 | 64.6 | ||
31 August 2015 | 59.7 | ||
September | |||
16 September 2015 | 61.6 | ||
17 September 2015 | 61.3 | ||
18 September 2015 | 59.7 | ||
No. of heat waves | 7 | No. of heat waves | 11 |
No. of heat wave days | 39 | No. of heat wave days | 31 |
Average of the average pseudo equivalent temperature during heat waves (°C) | 63.36 | Average of the average pseudo equivalent temperature during heat waves (°C) | 60.34 |
Underlaying Cause of Death (ICD 10 Code) | 2003 | 2015 | 2015 vs. 2003 | |||||||
---|---|---|---|---|---|---|---|---|---|---|
Heat Wave Deaths | Reference Day Deaths/2 | RR (95%CI) | Excess Deaths (%) | Heat Wave Deaths | Reference Day Deaths/2 | RR (95%CI) | Excess Deaths (%) | RRR (95% CI) | p | |
ALL, all causes (A00–T98) | 1603 | 1515 | 1.06 (0.97–1.15) | 88 (6%) | 1996 | 1859 | 1.07 (0.99–1.16) | 137 (7%) | 1.01 (0.90–1.13) | 0.881 |
MALE, all causes (A00–T98) | 845 | 809 | 1.04 (0.93–1.18) | 36 (4%) | 955 | 907 | 1.06 (0.95–1.19) | 52 (6%) | 1.02 (0.86–1.20) | 0.826 |
FEMALE, all causes (A00–T98) | 758 | 706 | 1.07 (0.95–1.22) | 52 (7%) | 1041 | 952 | 1.1 (0.98–1.22) | 89 (10%) | 1.03 (0.88–1.21) | 0.749 |
age group 5–74 years (A00–T98) | 804 | 760 | 1.05 (0.94–1.19) | 44 (5%) | 751 | 729 | 1.04 (0.91–1.17) | 22 (4%) | 0.99 (0.83–1.17) | 0.267 |
age group 75+ years (A00–T98) | 799 | 755 | 1.06 (0.94–1.19) | 44 (6%) | 1245 | 1130 | 1.11 (1.00–1.22) | 115 (10%) | 1.05 (0.89–1.22) | 0.562 |
ALL, circulatory system diseases (I00–I99) | 534 | 585 | 0.91 (0.75–1.05) | −49 | 783 | 685 | 1.14 (1.01–1.3) | 98 (14%) | 1.25 (1.01–1.55) | 0.036 |
MALE, circulatory system diseases (I00–I99) | 233 | 273 | 0.62 (0.52–0.75) | −40 | 319 | 277 | 1.15 (0.94–1.41) | 42 (15%) | 1.85 (1.41–2.43) | <0.001 |
FEMALE, circulatory system diseases (I00–I99) | 301 | 312 | 0.96 (0.79–1.17) | −11 | 464 | 408 | 1.13 (0.96–1.34) | 56 (13%) | 1.18 (0.91–1.52) | 0.215 |
ALL, age group 5–74 years (I00–I99) | 186 | 187 | 0.99 (0.77–1.27) | −1 | 142 | 136 | 1.04 (0.78–1.39) | 6 (4%) | 1.05 (0.71–1.54) | 0.803 |
ALL; age group 75+ years (I00–I99) | 348 | 398 | 0.87 (0.73–1.04) | −50 | 641 | 549 | 1.17 (1.01–1.34) | 92 (17%) | 1.34 (1.07–1.69) | 0.011 |
MALE, age group 5–74 years (I00–99) | 133 | 137 | 0.97 (0.73–1.30) | −4 | 98 | 86 | 1.14 (0.79–1.63) | 12 (14%) | 1.17 (0.74–1.87) | 0.497 |
MALE, age group 75+ years (I00–I99) | 100 | 136 | 0.73 (0.54–1) | −36 | 221 | 191 | 1.11 (0.87–1.41) | 24 (11%) | 1.52 (1.03–2.25) | 0.003 |
FEMALE age group 5–74 years (I00–I99) | 86 | 51 | 1.69 (1.08–2.62) | 35 (69%) | 44 | 50 | 0.88 (0.53–1.44) | −6 | 0.52 (0.26–1.02) | 0.056 |
FEMALE, age group 75+ years (I00–I99) | 215 | 261 | 0.82 (0.66–1.02) | −46 | 420 | 358 | 1.17 (0.98–1.40) | 62 (17%) | 1.43 (1.08–1.89) | 0.013 |
ALL, respiratory system diseases (J00–J99) | 129 | 104 | 1.24 (0.90–1.71) | 25 (24%) | 105 | 105 | 1 (0.72–1.39) | 0 | 0.81 (0.51–1.28) | 0.363 |
MALE, respiratora system diseases (J00–J99) | 61 | 59 | 1.03 (0.66–1.6) | 2 (3%) | 47 | 45 | 1.04 (0.63–1.73) | 2 (4%) | 1.01 (0.51–1.98) | 0.984 |
FEMALE, respiratory system diseases (J00–J99) | 68 | 45 | 1.51 (0.94–2.43) | 23 (51%) | 57 | 59 | 0.96 (0.62–1.53) | −1 | 0.64 (0.33–1.23) | 0.177 |
ALL, age group 5–74 years (J00–J99) | 38 | 35 | 1.08 (0.67–1.91) | 3 (8%) | 11 | 15 | 0.71 (0.29–1.86) | −4 | 0.66 (0.23–1.91) | 0.441 |
ALL, age group 75+ years (J00–J99) | 88 | 69 | 1.27 (0.86–1.89) | 19 (27%) | 94 | 90 | 1.04 (0.73–1.49) | 4 (4%) | 0.82 (0.48–1.39) | 0.465 |
ALL, endocrine diseases (E00–E90) | 51 | 42 | 1.21 (0.73–2.02) | 9 (21%) | 40 | 33 | 1.19 (0.66–2.11) | 7 (19%) | 1.75 (0.72–3.40) | 0.254 |
ALL, digestive system diseases (K00–K96) | 115 | 101 | 1.14 (0.82–1.58) | 14 (4%) | 77 | 83 | 0.96 (0.64–1.35) | −6 | 0.84 (0.52–1.37) | 0.497 |
ALL, genitourinary system diseases (N00–N99) | 19 | 14 | 1.36 (0.57–3.23) | 5 (36%) | 34 | 25 | 1.36 (0.71–2.64) | 9 (36%) | 1 (0.34–2.97) | 0 |
ALL, neoplasms (C00–D48) | 455 | 420 | 1.08 (0.92–1.28) | 35 (8%) | 651 | 618 | 1.05 (0.92–1.25) | 33 (5%) | 0.97 (0.78–1.22) | 0.810 |
ALL, urban area (A00–T98) | 355 | 342 | 1.04 (0.86–1.25) | 13 (4%) | 466 | 409 | 1.14 (0.96–1.34) | 57 (14%) | 1.1 (0.85–1.4) | 0.478 |
ALL, rural area (A00–T98) | 1248 | 1173 | 1.06 (0.96–1.17) | 75 (6%) | 1530 | 1450 | 1.05 (0.96–1.15) | 80 (5%) | 0.99 (0.87–1.13) | 0.168 |
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Perčič, S.; Kukec, A.; Cegnar, T.; Hojs, A. Number of Heat Wave Deaths by Diagnosis, Sex, Age Groups, and Area, in Slovenia, 2015 vs. 2003. Int. J. Environ. Res. Public Health 2018, 15, 173. https://doi.org/10.3390/ijerph15010173
Perčič S, Kukec A, Cegnar T, Hojs A. Number of Heat Wave Deaths by Diagnosis, Sex, Age Groups, and Area, in Slovenia, 2015 vs. 2003. International Journal of Environmental Research and Public Health. 2018; 15(1):173. https://doi.org/10.3390/ijerph15010173
Chicago/Turabian StylePerčič, Simona, Andreja Kukec, Tanja Cegnar, and Ana Hojs. 2018. "Number of Heat Wave Deaths by Diagnosis, Sex, Age Groups, and Area, in Slovenia, 2015 vs. 2003" International Journal of Environmental Research and Public Health 15, no. 1: 173. https://doi.org/10.3390/ijerph15010173
APA StylePerčič, S., Kukec, A., Cegnar, T., & Hojs, A. (2018). Number of Heat Wave Deaths by Diagnosis, Sex, Age Groups, and Area, in Slovenia, 2015 vs. 2003. International Journal of Environmental Research and Public Health, 15(1), 173. https://doi.org/10.3390/ijerph15010173