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Fig 1.

Description of schematic presentation of the PRISMA flow diagram, 2021.

*During data base searching, automation tools were used; 23 records were excluded for not being human subject studies, 5 records were removed because full text was not available, and 1 record was removed because it was not a journal articles (SI).

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Table 1.

Description of studies included in the systematic review and meta-analysis.

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Fig 2.

Association between women’s educational status and modern contraceptive uptake during postpartum period, 2021.

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Fig 3.

Association between women’s marital status and modern contraceptive uptake during postpartum period, 2021.

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Fig 4.

Association between resumption of sexual activity after birth and modern contraceptive uptake during postpartum period, 2021.

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Fig 5.

Association between menses return after birth and modern contraceptive uptake during postpartum period, 2021.

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Fig 6.

Association between discussion about family planning with partner and modern contraceptive uptake during postpartum period, 2021.

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Fig 7.

Association between women’s previous information about modern contraceptive use during postpartum period and its uptake, 2021.

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Fig 8.

Association between postpartum family planning (PPFP) counseling during ANC follow-up and modern contraceptive uptake during postpartum period, 2021.

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Fig 9.

Association between having experience of modern contraceptive use before and modern contraceptive uptake during postpartum period, 2021.

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Fig 10.

Association between giving birth in the facility and modern contraceptive uptake during postpartum period, 2021.

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Fig 11.

Association between women’s PNC follow-up during last pregnancy and modern contraceptive uptake during postpartum period, 2021.

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Fig 12.

Association between length of time after last delivery and modern contraceptive uptake during postpartum period, 2021.

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Fig 13.

Publication bias on women’s educational status.

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Fig 14.

Publication bias on marital status.

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Fig 15.

Publication bias on resumption of sexual activity after the last birth.

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Fig 16.

Publication bias on menses return after birth.

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Fig 17.

Publication bias on discussing FP methods with partner.

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Fig 18.

Publication bias on ever heard about modern FP methods.

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Fig 19.

Publication bias on PPFP counseling during ANC visit.

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Fig 20.

Publication bias on having experiencing of contraceptive use before.

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Fig 21.

Publication bias on birth in the health facility.

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Fig 22.

Publication bias on having PNC follow up.

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Fig 23.

Publication bias on length of time after delivery.

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