Evidence map›Paper›PMID 40275990›Full record

ArticleFrontiers in global women's health2025

Determinants of long-acting family planning utilization among reproductive-age women in Ethiopia: further analysis of recent demographic and health survey data.

Melsew Setegn Alie, Gossa Fetene Abebe, Yilkal Negesse, Desalegn Girma

Abstract read
In one paragraph

Article in Frontiers in global women's health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Melsew Setegn AlieDepartment of Public Health, School of Public Health, College of Medicine and Health Science, Mizan-Tepi University, Mizan-Aman, Ethiopia.
Gossa Fetene AbebeDepartment of Midwifery, College of Medicine and Health Science, Mizan-Tepi University, Mizan-Aman, Ethiopia.
Yilkal NegesseDepartment of Public Health, College of Medicine and Health Science, Debre-Markos University, Gojjam, Ethiopia.
Desalegn GirmaDepartment of Midwifery, College of Medicine and Health Science, Mizan-Tepi University, Mizan-Aman, Ethiopia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Despite advancements in modern contraceptive use in Ethiopia, the uptake of long-acting family planning services remains low due to various factors. To our knowledge, there is currently no national evidence regarding the prevalence of long-acting family planning methods. Therefore, this study aimed to identify the determinants of long-acting family planning utilization among women of reproductive age in Ethiopia. Method: A secondary data analysis was conducted using the 2019 Ethiopian Demographic and Health Survey data. The data were extracted from the child record file using STATA version 15. A total of 4,782 reproductive-age women were selected for the study. After applying appropriate weighting, generalized estimating equation modeling was performed using the xtgee command in STATA. Model selection was based on the quasi-likelihood criteria, and model fitting was carried out using two proposed working correlation structures: exchangeable and independent. The generalized estimating equations modeling of the study parameters was assessed accordingly. Result: The magnitude of long-acting family planning utilization in this study was 8.6 [95% confidence interval (CI): 7.8-9.4]. Determinants of long-acting family planning utilization were age of women 40-49 years [odds ratio (OR) = 1.87, 95% CI: 1.7-4.7], rural residence (OR = 0.47, 95% CI: 0.19-0.89], female head of household (OR = 1.67, 95% CI: 1.5-2.2), family size ≥13 (OR = 0.04, 95 CI: 0.003-0.68), and number of children aged under 5 years ≥4 (OR = 0.26, 95% CI: 0.09-0.68). Conclusion: The utilization of long-acting family planning methods among women in Ethiopia is relatively low compared to the Ethiopian government's plan. Key factors influencing this utilization include age, place of residence, head of household, family size, and number of children aged under 5 years. These findings suggest that the country should enhance the use of long-acting family planning by focusing on improving access for young and adolescent women, empowering women, and addressing the needs of households with larger family sizes. Reproductive health interventions, including family planning services, should specifically target rural, male-headed households with young women who have more than four children aged under 5 years to increase the uptake of long-acting family planning methods.

Indexed as

Ethiopiafamily planningFPGEElong-acting family planningmodeling

Identifiers

PMID40275990
PMCPMC12018466

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.