A total of 1617 participants who had complete responses to the main outcome measure were included in the final analysis. Most participants were single (69.1%), unemployed (75.1%), had a grade 7-12 level of education (88.4%) and were HIV positive before their index pregnancy (81.3%) (Table 1). Participants’ average age was 29.66 [standard deviation (SD)=6.18] years.
Table 1: Demographical characteristics of respondents
Variable
|
Frequency (n-1617)
|
Percentages (%)
|
Age
|
|
|
20 and below
|
111
|
6.9
|
21-25
|
348
|
21.5
|
26-30
|
436
|
27.0
|
31-35
|
415
|
25.7
|
36-40
|
247
|
15.3
|
Above 40 years above
|
60
|
3.7
|
Marital status
|
|
|
Married
|
299
|
18.5
|
Single
|
1118
|
69.1
|
Cohabiting
|
177
|
10.9
|
Divorced/ separated
|
23
|
1.4
|
Educational Level
|
|
|
No formal education
|
5
|
0.3
|
Grade 1-6
|
75
|
4.7
|
Grade 7-12
|
1406
|
88.4
|
Tertiary
|
104
|
6.5
|
Employment
|
|
|
Unemployed
|
1204
|
75.1
|
Employed
|
399
|
24.9
|
Smoking status
|
|
|
Smoked during pregnancy
|
86
|
5.3
|
Quit smoking during pregnancy
|
76
|
4.7
|
Never smoked
|
1455
|
89.7
|
Alcohol use
|
|
|
Drank during pregnancy
|
212
|
13.1
|
Stopped drinking during pregnancy
|
416
|
25.7
|
Never drank alcohol
|
988
|
61.1
|
Prenatal HIV status
|
|
|
Positive
|
1303
|
81.3
|
Negative
|
82
|
5.1
|
Unknown
|
217
|
13.5
|
Abortion history
|
|
|
Never had abortion
|
1310
|
81.0
|
Ever terminated a pregnancy
|
307
|
19.0
|
Parity
|
|
|
One child
|
485
|
30.0
|
two children
|
582
|
36.0
|
Three children
|
334
|
40.7
|
Four children and more
|
216
|
13.4
|
Prevalence of immediate postpartum contraceptive initiation
The majority of the participants (93%) had initiated one form of contraception within three days’ post-delivery. Short-acting contraception (Nuristerate and Depo-Provera) was the predominant method received by the participants (n=1218; 75.3%). A small proportion of women initiated the long-acting reversible contraception (implants and IUD) (8.5%) and permanent method (tubal ligation) (8.2%).
Association between demographic characteristics and immediate postpartum contraceptive initiation
In the chi-square test; age, place of residence, educational status, employment, parity and abortion history were not significantly associated with the uptake of immediate postpartum contraception. Only alcohol use, being married and unknown/negative status at first antenatal care were negatively associated with the uptake of immediate postpartum contraception (Table 2).
Table 2: Relationship between demographic characteristics and uptake of immediate postpartum contraception
Variable
|
Yes
|
No
|
P-value
|
Age
|
|
|
|
20 and below
|
98 (88.3)
|
13 (11.7)
|
0.365
|
21-25
|
324 (93.1)
|
24 (6.9)
|
|
26-30
|
410 (94.0)
|
26 (6.0)
|
|
31-35
|
387 (93.3)
|
28 (6.7)
|
|
36-40
|
233 (94.3)
|
14 (5.7)
|
|
Above 40 years above
|
55 (91.7)
|
5 (8.3)
|
|
Marital status
|
|
|
|
Married
|
273 (91.3)
|
26 (8.7)
|
0.011
|
Single
|
1054 (94.3)
|
64 (5.7)
|
|
Cohabiting
|
157 (88.7)
|
20 (11.3)
|
|
Divorced/ separated
|
23 (100.0)
|
0 (0.0)
|
|
Area
|
|
|
|
Rural
|
494 (93.7)
|
33 (6.3)
|
0.646
|
Semi-Urban
|
706 (93.6)
|
48 (6.4)
|
|
Urban
|
284 (92.2)
|
24 (7.8)
|
|
Educational Level
|
|
|
|
No formal education
|
4 (80.0)
|
1 (20.0)
|
0.628
|
Grade 1-6
|
71 (94.7)
|
4 (5.3)
|
|
Grade 7-12
|
1310 (93.2)
|
96 (6.8)
|
|
Tertiary
|
96 (92.3)
|
8 (7.7)
|
|
Employment
|
|
|
|
Unemployed
|
1126 (93.5)
|
78 (6.5)
|
0.218
|
Employed
|
368 (92.2)
|
31 (7.8)
|
|
Alcohol use
|
|
|
|
Drank during pregnancy
|
193 (91.0)
|
19 (9.0)
|
0.045
|
Stopped drinking during pregnancy
|
380 (91.3)
|
36 (8.7)
|
|
Never drank alcohol
|
934 (94.4)
|
55 (5.6)
|
|
HIV status at first antenatal booking
|
|
|
|
Positive
|
1233 (94.6)
|
70 (5.4)
|
<0.001
|
Negative
|
69 (84.1)
|
13 (15.9)
|
|
Unknown
|
190 (87.6)
|
27 (12.4)
|
|
Abortion history
|
|
|
|
Never had abortion
|
1217 (92.9)
|
93 (7.1)
|
0.199
|
Ever terminated a pregnancy
|
290 (94.5)
|
17 (5.5)
|
|
Parity
|
|
|
|
1
|
448 (92.4)
|
37 (7.6)
|
0.216
|
2 and 3
|
862 (94.1)
|
54 (5.9)
|
|
4 and more
|
197 (91.2)
|
19 (8.8)
|
|
p-values estimated using Pearson chi-square test
Multivariable findings
As shown in Table 3, only having a negative HIV status at the first antenatal booking was significantly associated with lower likelihood of immediate postpartum contraceptive initiation in the unadjusted model. After controlling for all relevant covariates, single marital status was associated with a higher likelihood of immediate postpartum contraceptive initiation. While having a negative HIV status at first antenatal booking was associated with a reduced odd of immediate contraceptive initiation.
Table 3: Adjusted and unadjusted logistic regression model showing factors associated with immediate postpartum contraceptive initiation among women with HIV
Variables
|
Unadjusted Model
|
Adjusted Model
|
UOR (CI)
|
UOR (CI)
|
Age
|
|
|
14-24 years
|
1
|
1
|
25 to 34 years
|
1.52 (0.96-2.40)
|
1.32 (0.78-2.25)
|
35 to 44 years
|
0.42 (0.73-2.13)
|
1.16 (0.59-2.27)
|
Marital Status
|
|
|
Married
|
1
|
1
|
Single
|
1.60 (1.0-2.58)
|
1.82 (1.10-3.03)*
|
Cohabiting
|
0.75 (0.40-1.38)
|
0.93 (0.49-1.76)
|
Educational level
|
|
|
Tertiary education
|
1
|
1
|
Grade 7-12
|
1.10 (0.52-2.32)
|
1.05 (0.48-2.29)
|
Grade 6 or less
|
1.20 (0.38-3.82)
|
1.16 (0.35-3.84)
|
Employment status
|
|
|
Employed
|
1
|
1
|
Unemployed
|
1.22 (0.79-1.87)
|
1.23 (0.78-1.94)
|
Place of residence
|
|
|
Rural
|
1
|
1
|
Semi Urban
|
1.08 (0.70-1.68)
|
1.21 (0.77-1.92)
|
Urban
|
0.87 (0.51-1.48)
|
1.12 (0.64-1.96)
|
Alcohol Use
|
|
|
Drank during pregnancy
|
1
|
1
|
Stopped drinking during pregnancy
|
1.04 (0.58-1.86)
|
0.84 (0.46-1.55)
|
Never drank alcohol
|
1.67 (0.97-2.88)
|
1.37 (0.77-2.43)
|
Abortion of history
|
|
|
Never terminated a pregnancy
|
1
|
1
|
Ever terminated a pregnancy
|
1.30 (0.77-2.22)
|
1.31 (0.75-2.27)
|
Parity
|
|
|
One
|
1
|
1
|
Two
|
1.63 (0.98-2.71)
|
1.64 (0.95-2.84)
|
Three
|
0.98 (0.58-1.65)
|
0.97 (0.53-1.76)
|
Four and above (ref)
|
0.86 (0.48-1.53)
|
0.83 (0.41-1.67)
|
Mode of Delivery
|
|
|
Caesarean section delivery
|
1
|
1
|
Vaginal delivery
|
1.11 (0.75-1.64)
|
1.09 (0.73-1.62)
|
HIV Status at first antenatal care booking
|
|
|
Positive
|
1
|
1
|
Negative or Unknown
|
0.37 (0.25-0.56)***
|
0.40 (0.26-0.62)***
|
*** The p-value <0.001; * p-value <0.05; ref: reference; UOR: Unadjusted Odds Ratio; CI: Confidence Interval;
We presented the results on factors associated with initiation of short acting reversible contraceptive methods in Table 4. In the unadjusted logistic regression analysis, only older age (35-44 years), having three or more children and having ever terminated a pregnancy were associated with reduced odds of initiating short acting reversible contraceptives. While single marital status, having never drank alcohol, and vaginal mode of delivery were associated with higher odds of initiating a short-acting reversible contraceptives.
After controlling for all relevant covariates, the effect of age on initiation of short-acting reversible contraceptive was no longer statistically significant even though the direction of effect remains. Women who were single and those who never drank alcohol were approximately twice more likely to initiate a short-acting reversible contraceptive method compared to married women and those who drank alcohol during pregnancy. The effect of abortion history was no longer statistically significant. However, women who gave birth through vaginal were over five times more likely to initiate a short-acting reversible contraceptive methods relative to those who gave birth via caesarean section.
Table 4: Adjusted and unadjusted logistic regression model showing factors associated with the initiation of a short acting reversible contraceptive method
Variables
|
Unadjusted Model
|
Adjusted Model
|
UOR (CI)
|
UOR (CI)
|
Age
|
|
|
14-24 years
|
1
|
1
|
25 to 34 years
|
0.87 (0.64-1.19)
|
1.25 (0.86-1.82)
|
35 to 44 years
|
0.38 (0.27-0.53)***
|
0.65 (0.42-1.00)
|
Marital Status
|
|
|
Married
|
1
|
1
|
Single
|
1.63 (1.22-2.17)*
|
1.74 (1.03-1.98)*
|
Cohabiting
|
0.86 (0.57-1.28)
|
0.94 (0.60-1.47)
|
Educational level
|
|
|
Tertiary education
|
1
|
1
|
Grade 7-12
|
1.11 (0.70-1.74)
|
1.13 (0.68-1.88)
|
Grade 6 or less
|
0.94 (0.48-1.81)
|
0.94 (0.44-2.00)
|
Employment status
|
|
|
Employed
|
1
|
1
|
Unemployed
|
1.16 (0.89-1.51)
|
1.08 (0.80-1.45)
|
Place of residence
|
|
|
Rural
|
1
|
1
|
Semi Urban
|
1.13 (0.87-1.46)
|
1.19 (0.89-1.60)
|
Urban
|
0.92 (0.67-1.27)
|
1.07 (0.74-1.54)
|
Alcohol Use
|
|
|
Drank during pregnancy
|
1
|
1
|
Stopped drinking during pregnancy
|
1.19 (0.82-1.70)
|
1.13 (0.75-1.70)
|
Never drank alcohol
|
1.73 (1.25-2.41)*
|
1.76 (0.1.21-2.57)*
|
Abortion of history
|
|
|
Never terminated a pregnancy
|
1
|
1
|
Ever terminated a pregnancy
|
0.71 (0.54-0.94)*
|
0.93 (0.68-1.28)
|
Parity
|
|
|
One
|
1
|
1
|
Two
|
0.97 (0.70-1.34)
|
0.92 (0.64-1.33)
|
Three
|
0.36 (0.26-0.49)***
|
0.36 (0.24-0.54)***
|
Four and above (ref)
|
0.28 (0.19-0.40)***
|
0.27 (0.17-0.42)***
|
Mode of Delivery
|
|
|
Caesarean section delivery
|
1
|
1
|
Vaginal delivery
|
4.48 (3.47-5.79)***
|
5.32 (4.03-7.04)***
|
HIV Status at first antenatal care booking
|
|
|
Positive
|
1
|
1
|
Negative or Unknown
|
0.95 (0.71-1.27)
|
0.85 (0.61-1.19)
|
*** The p-value <0.001; * p-value <0.05; ref: reference; UOR: Unadjusted Odds Ratio; CI: Confidence Interval
The factors associated with initiation of long-acting contraceptives are presented in Table 5. In the unadjusted model, older age (35 to 44 years), having ever terminated a pregnancy, and parity of three or more children were significantly associated with a higher likelihood of initiating a long-acting reversible contraceptive method. While being single, having never drank alcohol, negative or unknown HIV status at first antenatal attendance, and vaginal mode of delivery were significantly associated with lower odds of initiating a long-acting reversible contraceptive method. After adjusting for all relevant variables, older age (35 to 44 years) remained significantly associated with initiation of long-acting reversible contraceptive methods even the effect size reduced by about half. Marital status was no longer significantly associated with initiation of a long-acting reversible contraceptive method. Having ever used alcohol remained significantly associated with lower odds of initiating a long-acting contraceptive method. Women who had given birth to three or more children were four to six times more likely to initiate a long acting reversible contraceptive method compared to those who had only one child. Lastly, negative or unknown HIV status during the first antenatal care booking was associated with lower odds of initiating a long-acting reversible contraceptive method.
Table 5: Adjusted and unadjusted logistic regression model showing factors associated with initiation of a long-acting reversible contraceptive methods
Variables
|
Unadjusted Model
|
Adjusted Model
|
UOR (CI)
|
UOR (CI)
|
Age
|
|
|
14-24 years
|
1
|
1
|
25 to 34 years
|
1.62 (1.08-2.41)*
|
0.92 (0.58-1.48)
|
35 to 44 years
|
4.14 (2.73-6.27)***
|
2.01 (1.19-3.40)*
|
Marital Status
|
|
|
Married
|
1
|
1
|
Single
|
0.66 (0.48-0.92)*
|
0.82 (0.56-1.19)
|
Cohabiting
|
1.05 (0.66-1.65)
|
1.01 (0.59-1.71)
|
Educational level
|
|
|
Tertiary education
|
1
|
1
|
Grade 7-12
|
0.92 (0.55-1.53)
|
0.82 (0.56-1.19)
|
Grade 6 or less
|
1.17 (0.56-2.45)
|
1.01 (0.59-1.71)
|
Employment status
|
|
|
Employed
|
1
|
1
|
Unemployed
|
0.90 (0.67-1.21)
|
0.87 (0.48-1.58)
|
Place of residence
|
|
|
Rural
|
1
|
1
|
Semi Urban
|
0.89 (0.66-1.19)
|
0.91 (0.64-1.29)
|
Urban
|
1.04 (0.72-1.50)
|
0.98 (0.63-1.51)
|
Alcohol Use
|
|
|
Drank during pregnancy
|
1
|
1
|
Stopped drinking during pregnancy
|
0.82 (0.54-1.23)
|
0.75 (0.46-1.20)
|
Never drank alcohol
|
0.62 (0.43-0.91)*
|
0.52 (0.34-0.82)*
|
Abortion of history
|
|
|
Never terminated a pregnancy
|
1
|
1
|
Ever terminated a pregnancy
|
1.69 (1.25-2.29)*
|
1.15 (0.80-1.65)
|
Parity
|
|
|
One
|
1
|
1
|
Two
|
1.43 (0.95-2.15)
|
1.52 (0.97-2.40)
|
Three
|
4.06 (2.72-6.05)***
|
3.91 (2.44-6.29)***
|
Four and above (ref)
|
5.08 (3.31-7.81)***
|
5.55 (3.23-9.51)***
|
Mode of Delivery
|
|
|
Caesarean section delivery
|
1
|
1
|
Vaginal delivery
|
0.13 (0.90-0.18)***
|
0.09 (0.07-0.14)***
|
HIV Status at first antenatal care booking
|
|
|
Positive
|
1
|
1
|
Negative or Unknown
|
0.55 (0.38-0.82)*
|
0.60 (0.39-0.93)*
|
*** The p-value <0.001; * p-value <0.05; 1: reference; UOR: Unadjusted Odds Ratio; CI: Confidence Interval
We presented the factors associated with choosing tubal ligation in Table 6. In the unadjusted model, women were more likely to choose bilateral tubal ligation if they were over 25 years, had ever terminated a pregnancy, and had two or more children. They were less likely to choose tubal ligation if they were single and diagnose with HIV during their index pregnancy. In the adjusted model only older age, having ever terminated a pregnancy and having two and more children remained statistically significant. Older women (35 years and above) were twelve times more likely to choose bilateral tubal ligation compared to younger women (14 to 24 years). Women who self-reported an induced abortion were twice more likely to choose bilateral tubal ligation compared to those who never induced abortion. Women who had three children and those with four or more children were fifteen and thirty times more likely to choose bilateral tubal ligation compared with those with one child.
Table 6: Adjusted and unadjusted logistic regression model showing factors associated with choosing bilateral tubal ligation
Variables
|
Unadjusted Model
|
Adjusted Model
|
UOR (CI)
|
UOR (CI)
|
Age
|
|
|
14-24 years
|
1
|
1
|
25 to 34 years
|
9.35 (2.25-38.84)*
|
3.31 (0.76-14.30)
|
35 to 44 years
|
54.93 (13.41-224.96)***
|
12.17 (2.81-52.66)***
|
Marital Status
|
|
|
Married
|
1
|
1
|
Single
|
0.63 (0.41-0.97)*
|
1.17 (0.73-1.91)
|
Cohabiting
|
1.06 (0.59-1.92)
|
1.36 (0.70-2.66)
|
Educational level
|
|
|
Tertiary education
|
1
|
1
|
Grade 7-12
|
0.94 (0.46-1.90)
|
0.62 (0.28-1.37)
|
Grade 6 or less
|
1.75 (0.69-4.46)
|
0.93 (0.311-2.77)
|
Employment status
|
|
|
Employed
|
1
|
1
|
Unemployed
|
0.91 (0.61-1.36)
|
0.93 (0.31-2.77)
|
Place of residence
|
|
|
Rural
|
1
|
1
|
Semi Urban
|
0.81 (0.54-1.21)
|
0.65 (0.41-1.01)
|
Urban
|
1.03 (0.63-1.68)
|
0.84 (0.48-1.47)
|
Alcohol Use
|
|
|
Drank during pregnancy
|
1
|
1
|
Stopped drinking during pregnancy
|
0.78 (0.45-1.35)
|
0.96 (0.51-1.80)
|
Never drank alcohol
|
0.65 (0.40-1.07)
|
0.68 (0.38-1.20)
|
Abortion of history
|
|
|
Never terminated a pregnancy
|
1
|
1
|
Ever terminated a pregnancy
|
2.23 (1.52-3.29)***
|
1.66 (1.08-2.57)*
|
Parity
|
|
|
One
|
1
|
1
|
Two
|
5.72 (1.69-19.19.36)*
|
3.64 (1.05-12.64)*
|
Three
|
30.3 (9.38-97.88)***
|
15.04 (4.48-50.49)***
|
Four and above (ref)
|
56.2 (17.36-182.13)**
|
20.62 (6.06-70.015)
|
HIV Status at first antenatal care booking
|
|
|
Positive
|
1
|
1
|
Negative or Unknown
|
0.41 (0.22-0.75)*
|
0.58 (0.30-1.13)
|
*** The p-value <0.001; * p-value <0.05; 1: reference; UOR: Unadjusted Odds Ratio; CI: Confidence Interval