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Table 1 Selected characteristics of classification systems for causes of stillbirth and neonatal death, 2009–2014

From: Seeking order amidst chaos: a systematic review of classification systems for causes of stillbirth and neonatal death, 2009–2014

Characteristic

All systems, n (%)

Systems used in HIC only, n (%)

Systems used in LMIC only, n (%)

For systems including any type of death (SB, NND, or both)

81

36

32

 Type of system

  New

14 (17)

6 (17)

4 (13)

  Modified

59 (73)

28 (78)

23 (72)

  Unknown

8 (10)

2 (6)

5 (16)

 Uses ICD codes

  Yes

17 (21)

3 (8)

8 (25)

  No

62 (77)

33 (92)

23 (72)

  Unclear

2 (3)

0 (0)

1 (3)

 Includes definitions for all causes of death

  Yes

23 (28)

9 (25)

11 (34)

  No

35 (43)

14 (39)

16 (50)

  Some causes only

23 (28)

13 (36)

5 (16)

 Includes a description of how COD are to be assigned

  Yes

33 (41)

16 (44)

9 (28)

  No

47 (58)

20 (56)

23 (72)

  Unclear

1 (1)

0 (0)

0 (0)

 Number of deaths classified using this system

  Not used

5 (6)

0 (0)

0 (0)

   < 500

44 (54)

17 (47)

26 (81)

  500-999

9 (11)

7 (19)

2 (6)

  1000+

23 (28)

12 (33)

4 (13)

 Includes guidance on how potential users might access data from the system

  Yes

8 (10)

5 (14)

2 (6)

  No

66 (82)

24 (67)

30 (94)

  Unclear

7 (9)

7 (19)

0 (0)

 Available in e-format

3 (4)

2 (6)

1 (3)

 Available in more than 1 language

1 (1)

1 (3)

0 (0)

 Type of death classified

  Both SB and NND

40 (49)

20 (56)

14 (44)

  NND only

26 (32)

7 (19)

14 (44)

  SB only

15 (19)

9 (25)

4 (13)

Number of countries in which used

  0

5 (6)

0 (0)

0 (0)

  1

60 (74)

30 (83)

30 (94)

  2+

13 (16)

6 (17)

2 (6)

  Used to report global data

3 (4)

0 (0)

0 (0)

 Tested for reliability

  Yes

10 (12)

4 (11)

3 (9)

  No

68 (84)

31 (86)

28 (88)

  Unclear

3 (4)

1 (3)

1 (3)

 Hierarchical

  Yes

18 (22)

4 (11)

10 (31)

  No

53 (65)

27 (75)

20 (63)

  Partially

7 (9)

4 (11)

0 (0)

  Unclear

3 (4)

1 (3)

2 (6)

 Requires that a single cause of death be recorded

  Yes

64 (79)

29 (81)

23 (72)

  No

12 (15)

6 (17)

5 (16)

  Unclear

5 (6)

1 (3)

4 (13)

 List of causes does not include FGR, IUGR or SGA

  Yes

65 (80)

27 (75)

28 (88)

  No

16 (20)

9 (25)

4 (13)

 Allows associated factors to be recorded

  Yes

23 (28)

13 (36)

6 (19)

  No

57 (70)

23 (64)

25 (78)

  Unclear

1 (1)

0 (0)

1 (3)

 Number of categories in top level

   ≤ 10

67 (83)

26 (72)

28 (88)

   > 10

14 (17)

10 (28)

4 (13)

 Number of levels

  > 1

44 (54)

21 (58)

17 (53)

  1

35 (43)

15 (42)

14 (44)

  Unclear

2 (3)

0 (0)

1 (3)

 Used with verbal autopsy

14 (17)

0 (0)

12 (38)

 Maximum percent of deaths classified as "other" using this system

   < 20 %

39 (48)

19 (53)

17 (53)

   ≥ 20 %

10 (12)

3 (8)

6 (19)

  No "other" category

27 (33)

12 (33)

9 (28)

  “Other” category but no data available

5 (6)

2 (6)

0 (0)

 Maximum percent of deaths classified as "unexplained" using this system

  < 20 %

25 (31)

12 (33)

13 (41)

   ≥ 20 %

38 (47)

18 (50)

14 (44)

  No "unexplained" category

11 (14)

4 (11)

4 (13)

  “Unexplained” category but no data available

7 (9)

2 (6)

1 (3)

 Allows the type of data available for assigning COD to be recorded

7 (9)

7 (19)

0 (0)

 Allows recording the level of certainty of the data

34 (42)

19 (53)

12 (38)

For systems including SB

55

29

18

 Requires recording whether the stillbirth was antenatal vs intrapartum

  Yes

16 (29)

8 (28)

5 (28)

  No

14 (26)

8 (28)

5 (28)

  Partially

25 (46)

13 (45)

8 (44)

For systems including both SB and NND

40

20

14

 Includes guidelines that require distinguishing between SB and NND

  Yes

13 (33)

6 (30)

5 (36)

  No

22 (55)

12 (60)

6 (43)

  Unclear

5 (13)

2 (10)

3 (21)

 Has separate categories for SB and NND

  Yes, all

9 (23)

2 (10)

6 (43)

  No

11 (28)

7 (35)

2 (14)

  Some

20 (50)

11 (55)

6 (43)

For systems allowing associated factors to be recorded

23

13

6

 Distinguishes associated factors from causes of death

  Yes

11 (48)

6 (46)

6 (67)

  No

10 (44)

7 (54)

1 (17)

  Unclear

9 (9)

0 (0)

1 (17)

  1. NOTE: Column percentages used. Due to rounding, totals may be slightly different from 100 %