Evidence map›Paper›PMID 38031098›Full record

ArticleBMC health services research2023

Use of a hybrid digital training approach for hormonal IUD providers in Nigeria: results from a mixed method study.

Kristen M Little, Anthony A Nwala, Eden Demise, Samantha Archie, Ezechukwu I Nwokoma, Chinedu Onyezobi, Helen Anyasi, Kayode Afolabi, Funmilola M OlaOlorun, Kate H Rademacher and 4 more

Open access · goldAbstract read
In one paragraph

Article in BMC health services research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
2.2field-weighted citation impact, top 11% of its field
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

4 citing papers in PubMed, 5 citations in OpenAlex.

  1. Article
  2. Article
  3. A scoping review and expert consensus on digital determinants of health.Bulletin of the World Health Organization · 2025
    Article
  4. Article
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

14 authors at 5 institutions in 2 countries.

Kristen M LittlePopulation Services International (PSI), Strategy and Insights Department, 1120 19th, Street NW, Suite 600, Washington, DC, 20020, USA. klittle@psi.org.
Anthony A NwalaSociety for Family Health (SFH) Nigeria, RH/FP Division, Abuja, Nigeria.
Eden DemisePopulation Services International (PSI), Strategy and Insights Department, 1120 19th, Street NW, Suite 600, Washington, DC, 20020, USA.
Samantha ArchieFHI 360, Health Services Research Department, Durham, NC, USA.
Ezechukwu I NwokomaSociety for Family Health (SFH) Nigeria, RH/FP Division, Abuja, Nigeria.
Chinedu OnyezobiSociety for Family Health (SFH) Nigeria, RH/FP Division, Abuja, Nigeria.
Helen AnyasiFHI 360, Product Development and Introduction Department, Abuja, Nigeria.
Kayode AfolabiNigeria Federal Ministry of Health, Reproductive Health Division, Abuja, Nigeria.
Funmilola M OlaOlorunEvidence for Sustainable Human Development Systems in Africa and the Department of Community Medicine, College of Medicine, University of Ibadan, Ibadan, Nigeria.
Kate H RademacherFHI 360, Product Development and Introduction Department, Abuja, Nigeria.
Kendal DannaPSI, Sexual and Reproductive Health Department, Washington, DC, USA.
Lara LorenzettiFHI 360, Behavioral, Epidemiological, and Clinical Sciences Division, Durham, NC, USA.
Jennifer AnyantiSociety for Family Health (SFH) Nigeria, RH/FP Division, Abuja, Nigeria.
Marya PlotkinFHI 360, Reproductive, Maternal, Newborn, and Child Health Department, Durham, NC, USA.
Society for Family Health Nigeria · NGFamily Health International 360 · USPopulation Services International · USFederal Ministry of Health · NGUniversity of Ibadan · NG

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIn Nigeria, in-service trainings for new family planning (FP) methods have typically been conducted using a combination of classroom-based learning, skills labs, and supervised practicums. This mixed-methods study evaluated the feasibility, acceptability, provider competency, and costs associated with a hybrid digital and in-person training model for the hormonal intrauterine device (IUD).

methodsThe study was conducted in Enugu, Kano, and Oyo states, Nigeria, and enrolled FP providers previously trained on non-hormonal IUDs. Participants completed a digital didactic training, an in-person model-based practicum with an Objective Structured Clinical Examination (OSCE), followed by supervised provision of service to clients. Provider knowledge gains and clinical competency were assessed and described descriptively. Data on the feasibility, acceptability, and scalability of the approach were gathered from participating providers, clinical supervisors, and key stakeholders. Training costs were captured using an activity-based approach and used to calculate a cost per provider trained. All analyses were descriptive.

resultsSixty-two providers took the hybrid digital training, of whom 60 (91%) were included in the study (n = 36 from public sector, n = 15 from private sector, and n = 9 both public/private). The average knowledge score increased from 62 to 86% pre- and post-training. Clinical competency was overall very high (mean: 94%), and all providers achieved certification. Providers liked that the digital training could be done at the time/place of their choosing (84%), was self-paced (79%), and reduced risk of COVID-19 exposure (75%). Clinical supervisors and Ministry of Health stakeholders also had positive impressions of the training and its scalability. The hybrid training package cost $316 per provider trained.

conclusionsWe found that a hybrid digital training approach to hormonal IUD service provision in Nigeria was acceptable and feasible. Providers demonstrated increases in knowledge following the training and achieved high levels of clinical competency. Both providers and clinical supervisors felt that the digital training content was of high quality and an acceptable (sometimes preferable) alternative to classroom-based, in-person training. This study provided insights into a hybrid digital training model for a long-acting contraceptive, relevant to scale-up in Nigeria and similar settings.

Indexed as

Intrauterine DevicesClinical CompetenceContraceptive AgentsFamily Planning ServicesFemaleHumansNigeriaContraceptive AgentsFamily planningHealth care provider trainingHormonal IUD(Hybrid) Digital trainingNigeria

Identifiers

PMID38031098
PMCPMC10685471
OpenAlexW4389141683

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.