A Systematic Review and Meta-Analysis on Post-Abortion Contraceptive Utilization and Associated Factors in Ethiopia

Background: Post-abortion contraceptive utilization is the initiation and use of family planning methods at the time of management of abortion or before fertility returns. A significant discrepancy was reported regarding the prevalence and its associated factors of post-abortion contraceptive utilization in Ethiopia. So, this systematic review and meta-analysis aimed to estimate the pooled prevalence of post-abortion contraceptive utilization and its associated factors in Ethiopia.

Methods: Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) guideline was used. The databases such as PubMed, Google Scholar, Science Direct, Cochrane library, Scopus, CINAHL, Web of Science, and additional searches by using direct Google search, libraries, and preprint were searched. Joanna Briggs Institute Meta-Analysis of Statistics Assessment and Review Instrument (JBI-MAStARI) was used for critical appraisal.

Results: A total of 17 studies with 13,075 individuals were included. Of these, 14 studies with 5,719 individuals were used to estimate the prevalence. The pooled prevalence of post-abortion contraceptive utilization in Ethiopia was 63.64% (95% CI: 57.75–69.53). The subgroup analysis reported the highest prevalence of post-abortion contraceptive utilization in a study conducted in Addis Ababa (77.40%), a study published in 2015–2021 (66.15%), and among studies with a sample size >400 (66.84%). The pooled odds ratio (OR) of post-abortion contraceptive utilization for the mothers who had post-abortion family planning counseling was 4.15 (95% CI = 1.30, 13.2), and history of family planning utilization was 4.28 (95% CI = 2.66, 6.89).

Conclusions: The pooled prevalence of utilization of post-abortion contraceptives in this meta-analysis remains low. Post-abortion family planning counseling and the history of the utilization of modern family planning methods were significantly associated with the practice of post-abortion contraceptives. The Ministry of Health should encourage post-abortion family planning utilization, making more efforts on post-abortion contraceptive counseling. Health facilities should work hard to strengthen the family planning counseling service, especially focusing on those who had no previous family planning utilization.

Introduction

Abortion is the spontaneous or induced termination of pregnancy before fetal viability and the terms miscarriage and abortion are used interchangeably in a medical context (1). The post-abortion period is a time when women are highly interested to prevent or delay another pregnancy (2, 3). Post-abortion family planning (PAFP) is the initiation and use of family planning methods immediately after and within 48 h of abortion before fertility returns (4, 5) and it is a key component of post-abortion care (PAC) which includes voluntary contraceptive counseling and service provision (6).

Globally, maternal mortality is very high and nearly 2,95,000 women died from complications related to pregnancy and childbirth, and most of these deaths (94%) happened in low-resource settings (7). Sub-Saharan Africa (SSA) and Southern Asia accounted for ~86% of the estimated global maternal deaths (8). The World Health Organization (WHO) reported that ~8,00,000 women died each year worldwide because of abortion-related complications and this accounts for 19.6% of all maternal deaths (9, 10). Out of 35 million abortions that had occurred yearly in developing countries, 20 million were unsafe abortions and they account for the death of 67,000 women (11). Ethiopia has one of the highest maternal mortality ratios and low utilization of maternal health services in the world (12). Evidence indicated that unsafe abortion was the second most common cause of maternal mortality in Ethiopia, and it accounts for 19.7% of maternal deaths (13).

According to the World Health Organization (WHO) recommendation, a woman can safely use a full range of modern contraceptive methods immediately in the post-abortion period (14). Almost every death and disability related to abortion can be prevented through sex education, utilization of effective contraception, and the provision of legal abortion (15). Offering voluntary post-abortion family planning options generally minimize subsequent unplanned pregnancies and decrease maternal morbidity and mortality (9, 16). The lack of effective family planning counseling and services in the post-abortion period quickly leads to another induced abortion since fertility returns within 2–3 weeks after a miscarriage or induced abortion and this emphasizes the provision of quality post-abortion family planning counseling and service to all women presented for post-abortion care (17). All women within a reproductive age group should be provided quality family planning services including post-abortion contraceptive counseling immediately after abortion procedures equitably regardless of their age, marital status, and ethnicity (18), and the post-abortion period remains a golden and sensitive time to provide better understanding for the couples about family planning methods (19).

Different studies have been conducted in Ethiopia to determine the prevalence of post-abortion contraceptive utilization and its associated factors across the regions of the country beginning from August 2008 to mid-February 2021. But the results of those fragmented studies reported that there was great variability in the prevalence of utilization of post-abortion contraceptives (20–36). Concerning the associated factors, these studies indicated different maternal and health service-related factors such as post-abortion family planning counseling (20, 21, 23, 24, 26, 32, 36), maternal marriage (20, 22, 24–28, 34), previous contraceptive use (20, 22, 27), age of mother (22, 25–27, 29, 30), history of abortion (22, 26, 30), and partner support (35) as some of the determinant factors of utilization of post-abortion contraceptive. We selected post-abortion family planning counseling, maternal marital status, and previous history of contraceptive utilization from the above factors to investigate their effect on the practice of post-abortion contraceptives because of the following reasons:

The first reason is that offering high-quality and compassionate family planning counseling is very crucial to enabling couples to use modern contraceptives and meet their family planning needs and goals (37–39). Those mothers who had a history of contraceptive utilization had adequate awareness regarding some of the rumors about either experienced, anticipated, or rare complications which were falsely considered factual and affecting women's decision either not to choose, not to start, or discontinue contraceptives (40). The second reason is that the primary studies conducted previously showed controversial findings for all three selected outcomes. Among those original studies, some of them showed a negative association of maternal marriage with the practice of post-abortion contraceptives (22, 24, 26, 34), and the remaining showed a positive association of maternal marriage with the practice of post-abortion contraceptives with the presence of great variation among them (20, 25, 27, 28). Similarly, post-abortion contraceptive concealing (20, 21, 23, 24, 26, 32, 36) showed a positive and negative association with the practice of post-abortion contraceptives, respectively. Besides (20, 22, 27) showed a positive association of previous contraceptive utilization with the practice of post-abortion contraceptives with some variability among studies. Because of the aforementioned reasons, we intended to undertake this systematic review and meta-analysis. As far as our knowledge is concerned, there is no published systematic review and meta-analysis which investigated the pooled prevalence of post-abortion contraceptive utilization and its associated factors in Ethiopia using original studies published between August 2008 and mid-February 2021. So, the purpose of this systematic review and meta-analysis was to estimate the pooled prevalence of post-abortion contraceptive utilization and its association with post-abortion contraceptive counseling, maternal marriage, and previous contraceptive utilization in the context of Ethiopia. This systematic review will generate concrete evidence that helps policymakers and program planners to make an appropriate intervention and remold some policies concerning post-abortion contraceptive utilization and family planning counseling for the best benefits of mothers in Ethiopia.

Methods

The preferred reporting items for systematic reviews and meta-analysis (PRISMA) guideline was used to evaluate the pooled prevalence of post-abortion contraceptive utilization and its association with post-abortion family planning counseling, maternal marriage, and previous contraceptive utilization in the context of Ethiopia in this systematic review and meta-analysis (41).

Research Question/Hypothesis According to CoCoPop (Condition, Context, Population) Criteria

1. What is the pooled prevalence of post-abortion family planning utilization (PAFP) among mothers receiving abortion care services in the context of Ethiopia?

2. What is the association of post-abortion family planning utilization with post-abortion contraceptive counseling, maternal marriage, and previous family planning utilization among mothers receiving abortion care services in the context of Ethiopia?

Searching Strategies and Databases

International databases such as the PubMed, Google Scholar, Science Direct, Cochrane library, Scopus, CINAHL, Web of Science, and additional searches by using direct Google search, libraries, and preprint were used. The search was conducted using the following search terms: (Utilization and determinants of post-abortion contraceptives in Ethiopia) OR (utilization OR magnitude OR prevalence) AND (determinants OR associated factors) AND (post-abortion) AND (contraceptive OR family planning) AND (Post-abortion family planning concealing OR post-abortion contraceptive counseling) AND (maternal marriage) AND (previous contraceptive utilization OR previous family planning utilization) AND Ethiopia. We conducted this search from 1 October 2021 to mid-February 2021, and all original studies published from August 2008 to mid-February 2021 were included.

Eligibility Criteria

Inclusion Criteria

✓ Only studies conducted in Ethiopia

✓ All original articles published in peer-reviewed journals and stated in the English language

✓ Any observational study design which reported necessary information on the prevalence of post-abortion contraceptive utilization or those primary studies which reported data on the effect of family planning concealing, maternal marriage, or previous contraceptive utilization with post-abortion contraceptive utilization were included

✓ Only studies published from August 2008 to mid-February 2021 were considered.

Exclusion Criteria

✓ Studies with abstracts without full text, qualitative studies, and case reports

✓ Primary studies, which were not obtained even if the investigators made repetitive email contact, and all primary studies stated in a language other than English

✓ Experimental, intervention, and review articles

Outcomes Measurement

This systematic review had four main outcomes. The primary outcome of this review was the pooled prevalence of post-abortion contraceptive utilization. The prevalence was calculated from each primary study by dividing the number of women who used post-abortion contraceptives by the total number of women who came for abortion service and multiplied by 100. The second, third, and fourth outcomes were to examine the association of family planning counseling, maternal marital status, and contraceptive utilization history with the primary outcome, respectively. We calculated the Ln odds ratio (Ln OR) based on the results of the original studies that examined the relationship between the above three variables with the primary outcome.

Data Extraction

Three independent reviewers (GW, GF, and MT) extracted the data and cross-checked them to ensure consistency using a standardized data extraction format which was adopted from the JBI data extraction format. Any unclear information and disagreement which arose between the reviewers during data abstraction were resolved through discussion and agreement. Data were collected on the following variables: primary author, publication year, study area, study design, sample size, the prevalence with 95% CI, and the quality score of each primary study.

Quality Assessment

The quality of each original article was evaluated using Joanna Briggs Institute critical appraisal tools for use in JBI systematic reviews (JBI-MAStARI) of cross-sectional studies (42), which have 8 major criteria. Accordingly, primary studies with a score of ≥50% and above were included in the meta-analysis research.

Statistical Analysis

Data were extracted in the Microsoft Excel format and analysis was done using STATA version 11 software. We calculated the standard error for each original study using the binomial distribution format. Heterogeneity regarding reported prevalence was assessed by computing the p-values for Cochrane Q-statistics and I² tests. The I² test statistics of 25, 50, and 75% were declared of low, moderate, and high heterogeneity, respectively (43). A random-effect meta-analysis model was used to estimate the overall prevalence of post-abortion contraceptive utilization. To minimize the random variations between primary studies, subgroup analysis was done by regions in Ethiopia, sample size, and publication year of primary studies. Besides, univariate meta-regression was conducted considering the year of publication of original studies, the total sample size, and the region in Ethiopia as covariates to identify the possible sources of heterogeneity, and sensitivity analysis was employed to examine the effect of a single study on the overall estimation. We checked publication bias using a funnel plot subjectively and Begg's and Egger's tests objectively and a p-value of < 0.05 was used to declare the statistical significance of publication bias (44). A point prevalence and its 95% confidence intervals were presented with the forest plot. Accordingly, the size of each box corresponded to the weight of the study, the crossed line referred to a 95% confidence interval of the study, and the Ln odds ratio (Ln OR) was applied to examine the association of post-abortion contraceptive counseling, maternal marriage, and previous utilization of contraceptive with post-abortion contraceptive utilization in Ethiopia.

Results

Search Results

As described in Figure 1, 710 studies were identified regarding the prevalence of post-abortion contraceptive utilization and its associated factors in Ethiopia through PubMed, Google Scholar, Science Direct, Scopus, CINAHL, Web of Science, and additional searches by using direct Google search, libraries, and preprint. Then 400 studies were excluded because of duplication. From the remaining 310 studies, 240 articles were excluded after reviewing their titles based on assessment because of lack of relevance to the current study. The rest 70 records were screened by abstracts and this made 49 records to be excluded. Furthermore, 21 full-text records were screened for the fulfillment of the stated inclusion criteria. After all, four articles were excluded due to lack of fulfillment of inclusion criteria. Amid excluded studies, all four studies were excluded because of the missing outcome of interest. Eventually, 17 studies were included in the systematic review and meta-analysis.

FIGURE 1

Figure 1. Flow diagram of studies included in systematic review and meta-analysis.

Study Characteristics

As displayed in Table 1, the entire of these 17 original studies were published between August 2008 and mid-February, 2021. A total of 13,075 post-abortion mothers were included in our meta-analysis and systematic review. All of those studies were cross-sectional study designs. The lowest and highest sample sizes of the included studies were 103 and 5,604, respectively. A study conducted in the Oromia and Amhara region (44.66%) (31), and a study conducted in Addis Ababa, Ethiopia (90.5%) (28), reported the lowest and highest prevalence of post-abortion contraceptive utilization, respectively. Primary studies from five administrative regions and one council city were included in this meta-analysis from nine administrative areas (regions) of Ethiopia. Among the included primary studies, six were from Amhara (22–25, 32, 36), two from Tigray (20, 21), four from Addis Ababa (28–30, 37), one from Oromia (27), one from Gambella (26), one from Oromia and Amhara region in combination (31), one from Southern nations, nationalities, and people (SNNP) (33), and one from Nationwide (34). No studies were reported from Benishangul Gumz, Harari, Somalia, Afar, and Dire Dawa council city. Regarding the quality score of each primary study, the score was between the lowest five and highest eight and none of the studies were excluded based on the quality assessment criteria (Supplementary File 1) and almost all primary studies had a sufficient response rate.

TABLE 1

Table 1. Descriptive summary of 17 studies included in the meta-analysis of the prevalence of post-abortion contraceptive utilization in Ethiopia.

Meta-Analysis

Publication Bias

From the total of 17 original studies, three studies (28, 30, 34) were excluded from prevalence estimation using leave-one-out sensitivity analysis to identify the potential source of heterogeneity in the analysis after checking the funnel plot asymmetry and the significance of Egger's regression tests. These studies were Asrat et al.'s (28), which reported the prevalence of post-abortion family planning (PAFP) 90.5% in Addis Ababa, Prata et al.'s (30), which reported the prevalence of post-abortion family planning (PAFP) 86% in Addis Ababa, and Wado et al.'s (34) reported 74.8% of prevalence of PAFP. However, they were not excluded from the meta-analysis for associated factors. Significant publication bias with an Egger's regression p-value < 0.039 was seen when all studies were considered (Figure 2A). After adjustment, Egger's regression p-value was 0.078, which indicated a reduced publication bias (Figure 2B).

FIGURE 2

Figure 2. (A) Funnel plot for publication bias of 17 primary studies to estimate the pooled prevalence of PAFP utilization in Ethiopia. (B) Funnel plot for publication bias of 17 primary studies to estimate the pooled prevalence of PAFP utilization in Ethiopia.

The Pooled Prevalence of Post-Abortion Contraceptive Utilization

Consequently, fourteen studies (20–27, 29, 31–33, 35, 36) (n = 5,719 mothers) were included in the final meta-analysis, giving the pooled prevalence of post-abortion contraceptive utilization in Ethiopia 63.64% (95% CI: 57.75–69.53) (Figure 3). Because of high heterogeneity among the included studies (I² 95.8%, p = < 0.001) the random-effect meta-analysis model was used. In our meta-analysis research, Mekuria et al. (78.50%) and Kumbi et al. (44.66%) reported the highest and lowest prevalence of post-abortion contraceptive utilization, respectively. The Begg's and Egger's regression test p-value of this review was 0.822 and 0.078, respectively. Besides, we conducted a univariate meta-regression by considering the year of publication, total sample size, and region in Ethiopia as covariates to identify the possible sources of heterogeneity, but unfortunately, none of them were found to be statistically significant (Table 2).

FIGURE 3

Figure 3. Forest plot of the pooled prevalence of post-abortion contraceptive utilization of 14 studies in Ethiopia.

TABLE 2

Table 2. Heterogeneity of post-abortion contraceptive utilization in the current meta-analysis (based on univariate meta-regression considering the year of publication, sample size, and regions in Ethiopia as a covariate).

Subgroup Analysis

A subgroup analysis was done by administrative regions in Ethiopia, the year of publication of original studies, and the total sample size of primary studies to compare the prevalence of post-abortion contraceptive utilization across different studies. Because of high heterogeneity, a random-effect model meta-analysis was done for all three variables. Accordingly, this systematic review and meta-analysis reported the highest prevalence of post-abortion contraceptive utilization in a study conducted in Addis Ababa at 77.40% (95% CI: 75.31, 79.50) (Figure 4), a study published during 2015–2021, 66.15% (95% CI: 60.12, 72.17) (Figure 5), and among studies with a sample size >400 (66.84%) (95% CI: 58.98, 74.70) (Figure 6).

FIGURE 4

Figure 4. Forest plot of the prevalence of PAFP with corresponding 95% CIs of the subgroup analysis based on the regions in Ethiopia.

FIGURE 5

Figure 5. Forest plot of the prevalence of PAFP with corresponding 95% CIs of the subgroup analysis based on the year of publication in Ethiopia.

FIGURE 6

Figure 6. Forest plot of the prevalence of PAFP with corresponding 95% CIs of the subgroup analysis based on the total sample size of studies in Ethiopia.

Association of Post-Abortion Family Planning Counseling With the Utilization of Post-Abortion Contraceptives in Ethiopia

We examined the association between post-abortion contraceptive counseling and the practice of post-abortion contraceptives using seven studies (20, 21, 23, 24, 26, 32, 36). Since high heterogeneity (I² = 95.3% and p-value < 0.001) was observed across the included studies, a random-effect meta-analysis model was applied and the finding revealed that the practice of post-abortion contraceptive utilization was significantly associated with maternal post-abortion contraceptive counseling [(OR) 4.15; 95% CI (1.30–13.2)] (Figure 7). We also assessed publication bias using the funnel plot and Begg's and Egger's tests. Even if the funnel plot showed the presence of publication bias (Figure 8), Begg's and Egger's tests showed the absence of a significant publication bias (p-value > 0.764 and p = 0.442), respectively.

FIGURE 7

Figure 7. The pooled odds ratio of the association between post-abortion contraceptive counseling and post-abortion contraceptive utilization in Ethiopia, 2021.

FIGURE 8

Figure 8. Funnel plot for publication bias, LNORFPCON represented in the x-axis and standard error of SELNORFPCON on the y-axis.

Association of Maternal Marital Status With the Utilization of Post-Abortion Contraceptive

We examined the association between maternal marital status and the practice of post-abortion contraceptives using eight studies (20, 22, 24–28, 34). Since high heterogeneity (I² =90.8% and p-value < 0.001) was observed across the included studies, a random-effect meta-analysis model was applied and the finding of those included studies showed that post-abortion contraceptive utilization was not significantly associated with maternal marriage status [(OR) 0.94; 95% CI (0.45–1.95)] (Figure 9). We assessed publication bias using Begg's and Egger's tests and even if the funnel plot showed the presence of publication bias (Figure 10), Begg's and Egger's tests showed the absence of a significant publication bias (p- value > 0.266 and p = 0.163), respectively.

FIGURE 9

Figure 9. The pooled odds ratio of the association between maternal marital status and post-abortion contraceptive utilization in Ethiopia.

FIGURE 10

Figure 10. Funnel plot for publication bias, LNORmarr represented in the x-axis and standard error of SELNORmarr on the y-axis.

Association of Previous Family Planning Practice With the Utilization of Post-Abortion Contraceptive

We examined the association between the previous history of family planning utilization among mothers and post-abortion contraceptive utilization using 3 primary studies (20, 22, 27) and those mothers who had a previous history of contraceptive utilization were four times more likely to practice post-abortion contraceptives in comparison to their counterparts [(OR) 4.28; 95% CI (2.66–6.89)] (Figure 11). Similarly, publication bias was assessed using funnel plot and Begg's and Egger's tests. Unfortunately, Begg's and Egger's tests showed the absence of a significant publication bias (p-value > 1.00 and p = 0.612), respectively.

FIGURE 11

Figure 11. The pooled odds ratio of the association between previous utilization of family planning by mothers and post-abortion contraceptive utilization in Ethiopia.

Discussion

To prevent any complications arising from pregnancy and childbirth and to safeguard their health, women have the right to get family planning (FP) education and information (45). Family planning and other reproductive health services play a pivotal role to meet achievements toward securing safe drinking water, sanitation, adequate housing, and the other sustainable development goals (SDGs) components (46). This systematic review and meta-analysis estimated the national pooled prevalence of post-abortion contraceptive utilization in Ethiopia. Accordingly, the pooled prevalence of utilization of post-abortion contraceptives in Ethiopia was 63.64%(95% CI: 57.75–69.53) and this result was lower than the finding of the study conducted in Kenya 76% (47), two studies from Tanzania 86% (48) and 90% (49), Somalia 88% (50), Guinea 91.1% (51), Sub-Saharan countries 73% (52), Asia and sub-Saharan countries 77% (53), Pakistan 72.9% (54), Brazil 97.4% (55), Turkey 75.9% (9), and India 81% (56). This difference might be due to methodological differences such as data analysis and sampling of study participants, variation in maternal socio-demographic characteristics, and economic and health service utilization differences. But, the pooled prevalence of post-abortion contraceptive utilization in this meta-analysis was higher than the result of the study conducted in Nepal 49.5% (57). This difference might be related to the implementation of different health sector development programs (HSDP) in Ethiopia (58) and heavy investment in the healthcare system which resulted in significant gains in the improvement of the health status in Ethiopia (59).

Besides, we performed a subgroup analysis based on the study areas (regions) in Ethiopia where the studies were conducted. Accordingly, the highest (77.40%) and lowest (44.66%) prevalence of post-abortion contraceptive utilization was reported among studies conducted in Addis Ababa and Oromia and Amhara (in combination), respectively. This difference might be attributed to the number of studies included in each category during analysis, the time gap at which those original studies were conducted, and the difference in coverage of health information regarding post-abortion contraceptive utilization. Again, this difference could be due to maternal residence, and in our review, the study participants of the studies conducted in Addis Ababa scored higher prevalence of utilization of post-abortion contraceptives which indicated the effect of urbanization. Urbanization is one of the major factors associated with effective health care services utilization compared to rural residents and some works of the literature showed that there was a variation in the utilization of health care services among rural and urban dwellers (60, 61). We also performed a subgroup analysis based on the publication year of the original studies. Accordingly, the highest (66.15%) and lowest (56.85%) prevalence of post-abortion contraceptive utilization was reported among studies conducted in 2015–2021 and in 2008–2014, respectively. This might be attributed to the Ethiopian government's commitment and hard work to meet the sustainable development goals and revision of the 2016–2020 national reproductive health strategy (RHS) which stated the goal of family planning is to reduce unintended pregnancies and enable individuals to achieve their desired family size (62). Another possible explanation was that during 2015–2019, the Ethiopian government set a health sector transformation plan (HSTP) which was in line with the goals of SDG, intensifying reproductive, maternal, newborn, child, and adolescent health (RMNCAH) interventions to end preventable maternal and child deaths by 2030 (59).

In addition, we conducted a subgroup analysis based on the total sample size of the primary studies. The finding showed that the highest (66.84%) and lowest (61.77%) prevalence of post-abortion contraceptive utilization was reported among primary studies with a sample size of >400 and <400, respectively. Evidence showed that a larger sample size provides greater reliability/precision in the estimates of the effect of the study (63). One of the greatest threats to the validity of meta-analytic results is publication bias, which generally leads to effect sizes being overestimated and the dissemination of false-positive results (64–66). Because of this, we assessed the possible sources of heterogeneity using univariate meta-regression, and unfortunately, the test showed no statistical significance.

One of the pillar components of post-abortion care (PAC) is family planning counseling and service provision (67). Lack of effective post-abortion family planning counseling and services delivery quickly leads to another induced abortion. Because of this, we intended to assess the effects of post-abortion contraceptive counseling on the utilization of post-abortion contraceptives among women who came for abortion services. Those mothers who had post-abortion family planning counseling were four times more likely to use post-abortion contraceptives. This finding was similar to the results of the study conducted in Ghana (68), Turkey (9), and two studies in Brazil (69, 70). This emphasizes that family planning counseling is one of the critical elements in the provision of quality family planning services, which enables women to make informed decisions and post-abortion contraceptive counseling is an effective way of increasing the utilization of post-abortion contraceptives (71, 72).

According to this study's finding, there was no difference in the utilization of post-abortion contraceptives among married and unmarried women. This might be because women are becoming more autonomous and exercising their reproductive rights. Evidence showed that today's married women are more autonomous and decide to use any type of contraceptive they prefer in Ethiopia (73). Most of the study participants in our review were from urban areas and women from urban areas are more autonomous in deciding their contraceptive choice independently (74). Those mothers who had a history of contraceptive utilization were more than four times more likely to use a post-abortion contraceptive. This finding was similar to the results of the studies conducted in Tanzania (75), Zambia (76), and Pakistan (54). This could be because women who had a history of contraceptive utilization had adequate awareness of some of the rumors and fears of side effects which were leading factors for women either not to choose, not to start, or discontinue contraceptive methods (77–79).

Strengths and Limitations of This Study

This study is the first systematic review and meta-analysis research estimating the national pooled prevalence of PAFP in Ethiopia. The evidence from this systematic review and meta-analysis could be taken as input for health care policymakers, researchers, and health practitioners. Since studies from some regions were lacking, the results might not be representative of the entire country. This systematic review and meta-analysis was not registered in PROSPERO.

Conclusions

The pooled prevalence of utilization of post-abortion contraceptives in Ethiopia remains low. Post-abortion family planning counseling and the history of utilization of modern family planning methods were significantly associated with the practice of post-abortion contraceptives. Based on our review findings, we strongly recommended that the Ministry of Health should encourage post-abortion family planning utilization, making more efforts on post-abortion contraceptive counseling for the sustainable practice of PAFP. The governmental and non-governmental organizations should work to upgrade post-abortion contraceptive utilization. Health facilities should work hard to strengthen the family planning counseling service, especially focusing on those who had no previous family planning utilization history in addition to other post-abortion care services.

Data Availability Statement

The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/Supplementary Material.

Author Contributions

GW: conceptualization of the research protocol, study design, literature review, data extraction, data analysis, interpretation, and drafting of the manuscript. GF and MT: data extraction, quality assessment, data analysis, reviewing the manuscript, and rewriting review. All authors have read and approved the manuscript for publication.

Conflict of Interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher's Note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

Supplementary Material

The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fpubh.2022.883710/full#supplementary-material

Abbreviations

AIDS, acquired immune deficiency syndrome; CI, confidence interval; DHST, demographic and health survey of Tanzania; EDHS, Ethiopian demographic health survey; FP, family planning; HICs, high-income countries; HIV, human immunodeficiency virus; HSDP, health sector development program; HSTP, health sector transformation plan; JBI, Joanna Briggs Institute; JBI-MAStARI, Joanna Briggs Institute Meta-Analysis of Statistics Assessment and Review Instrument; MMR, maternal mortality ratio; NRHS, national reproductive health strategy; OR, odds ratio; PAC, post-abortion care; PAFP, post-abortion family planning; PRISMA, preferred reporting items for systematic reviews and meta-analyses; PROSPERO, International prospective register of systematic reviews; RMNCAH, reproductive, maternal and newborn, child, adolescent health; SDG, sustainable development goal; SNNP, Southern nations, nationalities, and Peoples'; SSA, sub-Saharan African; UN, United Nation; WHO, World Health Organization.

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