Skip to main content
. 2019 Jul;109(7):1050–1052. doi: 10.2105/AJPH.2019.305015

TABLE 1—

ARIMA Model Forecasts of Mortality Rates Overall and by Sex, Age, and Top Five Causes of Death: Puerto Rico, September and October 2017

Variable and Month Population Estimate, No. Observed Ratea Forecast Ratea (95% CI) Estimated Deaths, No. Excess Deaths, Point Estimate (SE; 95% CI)
Total excess deaths
 September 3 493 593 10.20 8.08 (7.30, 8.87) 2 321.48 607 (114.85; 381, 832)
 October 3 489 119 10.26 8.24 (7.32, 9.16) 2 442.12 598 (138.84; 326, 870)
Men
 September 1 667 072 11.68 9.09 (8.16, 10.02) 2 609.73 356 (136.60; 228, 483)
 October 1 664 732 11.34 9.39 (8.31, 10.46) 2 781.41 276 (162.41; 124, 428)
Women
 September 1 826 521 8.84 7.13 (6.29, 7.97) 2 048.20 256 (133.91; 130, 382)
 October 1 824 387 9.27 7.19 (6.31, 8.08) 2 130.90 323 (136.11; 186, 460)
Aged ≥ 60 yb
 September 840 835 35.38 27.60 (24.34, 30.86) 7 926.03 537 (477.40; 312, 763)
 October 842 230 35.35 28.36 (24.59, 32.12) 8 402.87 501 (569.83; 231, 770)
Heart disease
 September . . . 1.95 1.56 (1.33, 1.79) 448.63 105 (33.35; 43, 166)
 October . . . 2.10 1.57 (1.31, 1.82) 463.86 148 (38.85; 76, 219)
Other causesc
 September . . . 1.83 1.42 (1.18, 1.65) 406.51 111 (34.93; 47, 176)
 October . . . 1.79 1.45 (1.19, 1.72) 431.00 93 (40.68; 18, 168)
Diabetes
 September . . . 1.30 0.88 (0.68, 1.07) 251.28 115 (28.09; 63, 166)
 October . . . 1.13 0.84 (0.64, 1.05) 249.69 80 (31.15; 23, 138)
Alzheimer’s disease
 September . . . 0.84 0.69 (0.55, 0.82) 196.87 43 (19.62; 7, 79)
 October . . . 0.92 0.64 (0.50, 0.78) 189.71 79 (21.63; 39, 118)
Septicemia
 September . . . 0.37 0.22 (0.13, 0.30) 62.30 42 (12.56; 19, 66)
 October . . . 0.34 0.20 (0.12, 0.29) 60.30 39 (12.97; 15, 63)

Note. ARIMA = auto-regressive integrated moving average; CI = confidence interval. Causes of death were determined through International Classification of Diseases (10th Revision [ICD-10]; Geneva, Switzerland: World Health Organization; 2016, https://icd.who.int/browse10/2016/en) codes for heart disease (codes I00–I09, I11, I13, I20–I51), diabetes (codes E10–E14), Alzheimer’s disease (code G30), and septicemia (codes A40–A41).

a

All rates are per 1000 residents.

b

No excess deaths were observed in the other age groups.

c

No information was available on what constituted “other causes,” including ICD-10 codes.