| Literature DB >> 35324988 |
Alebachew Taye Belay1, Setegn Much Fenta1, Setegn Bayabil Agegn1, Mitiku Wale Muluneh1.
Abstract
BACKGROUND: Tetanus is a deadly bacterial infection caused by Clostridium tetani wound contamination characterized muscular spasms and autonomic nervous system dysfunction. Maternal and neonatal tetanus occurs under improper hygiene practices during childbirth. Globally, an estimated 3.3 million newborn deaths occur every year, and about 9,000 babies die every day in the first 28 days of life. This study sought to identify risk factors associated with the immunization of rural women against tetanus in rural areas in ten East African countries.Entities:
Mesh:
Year: 2022 PMID: 35324988 PMCID: PMC8947264 DOI: 10.1371/journal.pone.0265906
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Selected number of study participants in the 10 East Africa selected countries’ using the demographic and health surveys 2014–2019.
| List of east Africa selected Country | Participants selected from the target population |
|---|---|
| Ethiopia | 7043 |
| Burundi | 8655 |
| Comoros | 6371 |
| Zimbabwe | 4749 |
| Kenya | 7119 |
| Malawi | 13376 |
| Ruanda | 3904 |
| Tanzania | 7019 |
| Zambia | 7296 |
| Uganda | 8203 |
Link function for the logistic regression model.
| Function | Form | Typical application |
|---|---|---|
| Legit | Log [ | Evenly distributed categories |
| Complementary log-log | Log [-Log (1- π ( | Higher categories are more probable |
| Negative log-log | -Log π ( | Lower categories are more probable |
| Probit | Normally distributed latent variable |
Fig 1Percentage of protected women from tetanus before birth in East Africa (EA) countries.
Socio-demographic, economic, and maternal characteristics of respondents in ten East African countries from 2014–2019.
| Variables | Tetanus protected women before birth | |||
|---|---|---|---|---|
| No (%) | Yes (%) | Total (%) | ||
| Age of mother | 511.342 (<0.0001) | |||
| Below 24 years | 9978 (44.2) | 12602 (55.7) | 22580 (30.6) | |
| Age between 25 to 34 | 16888 (50.1) | 16788(49.9) | 33676 (45.7) | |
| Age above 35 | 9700 (55.5) | 7779 (44.5) | 17479(23.7) | |
| The highest educational level of mother | 3374.514 (<0.0001) | |||
| No education | 7078 (56.7) | 5398 (43.3) | 12476 (17.0) | |
| Primary | 18529 (47.7) | 20328 (52.3) | 38857 (53.0) | |
| Secondary | 9437 (49.3) | 9688 (50.7) | 19125 (26.1) | |
| Higher | 1172 (42.0) | 1616 (58.0) | 2788 (3.8) | |
| Sex of household head | ||||
| Male | 27876 (50.1) | 27727 (49.9) | 55603 (75.4) | 26.658 (< 0.0001) |
| Female | 6982 (47.9) | 9442 (52.1) | 18132 (24.6) | |
| Wealth index | ||||
| Poor | 17582 (53.1) | 15553 (46.9) | 33135 (44.9) | 317.311 (<0.0001) |
| Middle | 12002 (45.8) | 14204 (54.2) | 26206 (35.5) | |
| Rich | 6240 (48.5) | 7412 (51.5) | 14394 (19.5) | |
| Age of respondent at 1st birth | 15.436 (<0.0001) | |||
| Age below 24 years | 33767 (49.8) | 34075 (50.2) | 67842 (92.0) | |
| Age between 25–30 years | 2486 (48.0) | 2694 (52.0) | 5180 (7.0) | |
| Age above 30 years | 313 (43.9) | 400 (56.1) | 713 (1.0) | |
| Currently pregnant | 0.231 (0.217) | |||
| No or unsure | 33005 (49.6) | 33537 (50.4) | 66542 (90.2) | |
| Yes | 3561 (49.5) | 3632 (50.5) | 7193 (9.8) | |
| Mother pregnancy wanted | 3.398 (0.138) | |||
| Then | 2058 (49.8) | 2078 (50.2) | 4136 (6.2) | |
| Later | 31580 (50.7) | 30768 (49.3) | 62348 (93.6) | |
| Ever had a terminated pregnancy | 10.73 (0.0001) | |||
| No | 31441 (49.4) | 32145 (50.6) | 63586 (86.2) | |
| Yes | 5124 (50.5) | 5024 (49.5) | 10148 (13.8) | |
| Covered by health insurance | 8.234 (<0.004) | |||
| No | 32318 (49.8) | 32596 (50.2) | 64914 (88.0) | |
| Yes | 4248 (48.2) | 4573 (51.8) | 8821 (12.0) | |
| Current marital status | 385.345 (<0.0001) | |||
| Single | 2081 (45.0) | 2544 (55.0) | 4625 (6.6) | |
| Married | 24271 (53.0) | 21489 (47.0) | 45760 (65.5) | |
| Living with partner | 4601 (47.7) | 5053 (52.3) | 9654 (13.8) | |
| Widowed | 1880 (42.1) | 2582 (57.9) | 4462 (6.4) | |
| Divorced | 2421 (45.4) | 2909 (54.6) | 5330 (7.6) | |
| Respondent’s occupation | 510.571 (<0.0001) | |||
| Housewife | 11031 (52.2) | 10107 (47.8) | 21138 (28.7) | |
| Government employed | 2202 (36.1) | 3904 (63.9) | 6106 (8.3) | |
| Other type of worker | 23333 (50.2) | 23158 (49.8) | 46491 (63.1) | |
| Told about pregnancy complications | 200.57 (<0.0001) | |||
| No | 3154 (49.0) | 3286 (51.0) | 6440 (42.5) | |
| Yes | 3262 (37.5) | 5443 (62.5) | 8705 (57.5) | |
| Mass media coverage | 1232.466 (<0.0001) | |||
| No | 23805 (55.0) | 19465 (45.0) | 43270 (58.7) | |
| Yes | 12761 (41.9) | 17704 (58.1) | 30465 (41.3) | |
| ANC visit | 3791.908 (<0.0001) | |||
| No ANC visit | 4185 (89.5) | 490 (10.5) | 4675 (6.3) | |
| One have to three ANC visit | 15228 (52.4) | 13836 (47.6) | 29064 (39.4) | |
| More than three ANC visit | 17153 (42.9) | 22843 (57.1) | 39996 (54.2) | |
| Place of delivery | 1445.17 (<0.0001) | |||
| Health facility | 25771 (45.7) | 30611 (54.3) | 56382 (76.5) | |
| Home and other traditional place | 10795 (62.2) | 6558 (37.8) | 17353 (23.5) | |
| Distance to health facilities | 1235.466 (<0.0001) | |||
| Big problem | 32318 (49.8) | 32596 (50.2) | 6482 (82.3) | |
| No big problem | 4248 (48.2) | 4573 (51.8) | 8821 (17.7) | |
Candidate link function for binary logistic regression.
| Information criteria | Type of link function | |||
|---|---|---|---|---|
| Logit | Probit | Complimentary log | Negative log-log | |
| AIC | 13454.97 | 13446.93 | 13410.37 | 13456.48 |
| BIC | 13680.28 | 13672.23 | 13635.67 | 13798.42 |
Risk factors associated with rural women’s protection from tetanus in 9 East Africa countries from 2014–2019.
| Variables | COR (95% CI) | P_value | AOR (95% CI) | P_value |
|---|---|---|---|---|
| Constant | 0.395 (0.319, 0.488) | < 0.0001 | ||
| Age of mother (ref = Below 24 years) | ||||
| Age between 24 to 34 | 0.787 (0.761, 0.814) | < 0.0001 | 0.830 (0.778, 0.886) | < 0.0001 |
| Age above 35 | 0.635 (0.610, 0.661) | < 0.0001 | 0.733 (0.673, 0.799) | < 0.0001 |
| Educational level (ref = no education) | ||||
| Primary | 1.439 (1.381, 1.498) | < 0.0001 | 0.792 (0.737, 0.852) | < 0.0001 |
| Secondary | 1.346 (1.286, 1.409) | < 0.0001 | 0.833 (0.751, 0.922) | 0.0005 |
| Higher | 1.823 (1.672, 1.991) | < 0.0001 | 1.276 (1.092, 1.490) | 0.0014 |
| Sex of household head (ref = male) | ||||
| Female | 1.030 (1.062, 1.134) | < 0.0001 | 1.091 (0.966, 1.097) | 0.3615 |
| Wealth index (ref = poor) | ||||
| Middle | 1.414 (1.371, 1.467) | < 0.0001 | 1.976 (1.802, 2.166) | < 0.0001 |
| Rich | 1.191 (1.140, 1.241) | < 0.0001 | 1.589 (1.425, 1.771)* | < 0.0001 |
| Ever had a terminated pregnancy (ref = no) | ||||
| Yes | 0.930 (0.891, 0.974) | 0.0028 | 0.965 (0.882, 1.055) | 0.4395 |
| Covered by health insurance (ref = no) | ||||
| Yes | 1.124 (1.074, 1.171) | 0.00412 | 0.924 (0.844, 1.012) | 0.0881 |
| Current marital status (ref = Single) | ||||
| Married | 0.721(0.676, 0.774) | < 0.0001 | 1.038 (0.911, 1.185) | 0.5786 |
| Living with partner | 0.801(0.745, 0.873) | 0.0028 | 0.780 (0.643, 0.944) | 0.0111 |
| Widowed | 0.698(0.641, 0.795) | 0.0060 | 0.941 (0.740, 1.188) | 0.6137 |
| Divorced | 0.976(0.102, 1.063) | 0.6690 | 1.055 (0.902, 1.236) | 0.4995 |
| Mother occupation (ref = Housewife) | ||||
| Government employed | 2.014 (1.881, 2.165) | < 0.0001 | 0.865 (0.762, 0.980) | 0.0231 |
| other type of worker | 1.053 (1.021, 1.084) | < 0.0001 | 0.968 (0.914, 1.025) | 0.2650 |
| Told about pregnancy complications (ref = no) | ||||
| Yes | 1.605 (1.501, 1.721) | < 0.0001 | 1.103 (1.039, 1.170) | 0.0010 |
| Mass media coverage (ref = no) | ||||
| Yes | 1.751 (1.691, 1.802) | < 0.0001 | 1.968 (1.530, 2.569) | < 0.0001 |
| ANC visit (ref = no ANC visits) | ||||
| One have to three visit | 8.032 (7.271, 8.891) | < 0.0001 | 1.113 (1.125, 1.313) | 0.0041 |
| more than 3 ANC visit | 11.38(10.312,12.59) | < 0.0001 | 1.324 (1.252, 1.400) | 0.0010 |
| place of delivery (ref = home and other traditional places) | ||||
| health facility | 2.072 (1.991, 2.144) | < 0.0001 | 1.165 (1.012, 1.332) | 0.0458 |
| Distance to a health facility (ref = big problem) | ||||
| No big problem | 0.653 (1.018, 1.081) | < 0.0001 | 0.678 (0.483, 0.979) | < 0.0001 |
| Age of household head | 0.995 (0.991, 0.105) | 0.100 (0.996, 1.004) | 0.5689 | |
| Age of respondent at 1st birth (ref = Below 24) | ||||
| Between 24–30 | 1.125 (1.056, 1.182) | 0.0135 | 1.206 (1.092, 1.330) | < 0.0001 |
| Above 30 | 1.326 (1.147, 1.542) | 0.0019 | 1.416 (1.097, 1.808)* | < 0.0001 |
| Country (ref = Ethiopia) | ||||
| Burundi | 1.467 (1.376, 1.564) | < 0.0001 | 1.323 (1.134, 1.545) | 0.0004 |
| Comoros | 1.685 (1.57,3 1.805) | < 0.0001 | 1.324 (1.161, 1.512) | < 0.0001 |
| Kenya | 1.398 (1.307, 1.495) | < 0.0001 | 0.908 (0.788, 1.047) | 0.1813 |
| Malawi | 1.619 (1.526, 1.718) | < 0.0001 | 2.370 (2.083, 2.702) | < 0.0001 |
| Rwanda | 3.171 (2.923, 3.442) | < 0.0001 | 1.542 (1.337, 1.780) | < 0.0001 |
| Tanzania | 3.171 (2.923, 3.442) | < 0.0001 | 1.542 (1.337, 1.780) | < 0.0001 |
| Zambia | 1.828 (1.709, 1.956) | < 0.0001 | 2.217 (1.918, 2.567) | < 0.0001 |
| Zimbabwe | 1.806 (1.690, 1.931) | < 0.0001 | 1.232 (1.056, 1.438) | 0.0078 |
| Uganda | 2.584 (2.396, 2.787) | < 0.0001 | 0.711 (0.597, 0.846) | < 0.0001 |